2022-08-20 00:34:52,204 INFO [train.py:1020] (2/8) Training started
2022-08-20 00:34:52,204 INFO [train.py:1030] (2/8) Device: cuda:2
2022-08-20 00:34:52,208 INFO [train.py:1039] (2/8) {'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, 'dim_feedforward': 2048, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.3.0.dev+missing.version.file', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'lstm-giga-libri', 'icefall-git-sha1': 'f2f5baf-dirty', 'icefall-git-date': 'Fri Aug 19 14:38:45 2022', 'icefall-path': '/k2-dev/fangjun/open-source/icefall-lstm-giga', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-multi-22/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-jsonl/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-6-0701202559-7d99965d5f-tswlt', 'IP address': '10.177.28.74'}, 'world_size': 8, 'master_port': 12354, 'tensorboard': True, 'full_libri': True, 'num_epochs': 35, 'start_epoch': 1, 'start_batch': 0, 'exp_dir': PosixPath('lstm_transducer_stateless2/exp'), 'bpe_model': 'data/lang_bpe_500/bpe.model', 'initial_lr': 0.003, 'lr_batches': 5000, 'lr_epochs': 10.0, 'context_size': 2, 'prune_range': 5, 'lm_scale': 0.25, 'am_scale': 0.0, 'simple_loss_scale': 0.5, 'seed': 42, 'print_diagnostics': False, 'save_every_n': 2000, 'keep_last_k': 20, 'average_period': 100, 'use_fp16': False, 'giga_prob': 0.9, 'num_encoder_layers': 12, 'encoder_dim': 512, 'rnn_hidden_size': 1024, 'aux_layer_period': 0, 'max_duration': 500, 'bucketing_sampler': True, 'num_buckets': 30, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'on_the_fly_num_workers': 0, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'manifest_dir': PosixPath('data/fbank'), 'on_the_fly_feats': False, 'blank_id': 0, 'vocab_size': 500}
2022-08-20 00:34:52,208 INFO [train.py:1041] (2/8) About to create model
2022-08-20 00:34:52,694 INFO [train.py:460] (2/8) Use giga
2022-08-20 00:34:52,750 INFO [train.py:1045] (2/8) Number of model parameters: 86241344
2022-08-20 00:34:58,877 INFO [train.py:1060] (2/8) Using DDP
2022-08-20 00:34:59,675 INFO [librispeech.py:43] (2/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,680 INFO [librispeech.py:48] (2/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-20 00:34:59,682 INFO [librispeech.py:53] (2/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,684 INFO [train.py:1104] (2/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,684 INFO [gigaspeech.py:46] (2/8) About to get train-XL cuts
2022-08-20 00:34:59,791 INFO [gigaspeech.py:62] (2/8) Loading 1998 splits
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:168] (2/8) Enable MUSAN
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:180] (2/8) Enable SpecAugment
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:181] (2/8) Time warp factor: 80
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:196] (2/8) About to create train dataset
2022-08-20 00:35:10,603 INFO [asr_datamodule.py:227] (2/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,474 INFO [asr_datamodule.py:236] (2/8) About to create train dataloader
2022-08-20 00:35:13,474 INFO [asr_datamodule.py:168] (2/8) Enable MUSAN
2022-08-20 00:35:13,474 INFO [asr_datamodule.py:180] (2/8) Enable SpecAugment
2022-08-20 00:35:13,474 INFO [asr_datamodule.py:181] (2/8) Time warp factor: 80
2022-08-20 00:35:13,475 INFO [asr_datamodule.py:196] (2/8) About to create train dataset
2022-08-20 00:35:13,475 INFO [asr_datamodule.py:227] (2/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,101 INFO [asr_datamodule.py:236] (2/8) About to create train dataloader
2022-08-20 00:35:17,102 INFO [librispeech.py:68] (2/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,103 INFO [librispeech.py:73] (2/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,105 INFO [asr_datamodule.py:249] (2/8) About to create dev dataset
2022-08-20 00:35:17,444 INFO [asr_datamodule.py:270] (2/8) About to create dev dataloader
2022-08-20 00:35:17,445 INFO [train.py:1156] (2/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,311 INFO [train.py:927] (2/8) Epoch 1, batch 50, giga_loss[loss=0.5725, simple_loss=1.145, pruned_loss=7.431, over 12360.00 frames. utt_duration=135 frames, utt_pad_proportion=0.1966, over 370.00 utterances.], tot_loss[loss=0.8582, simple_loss=1.716, pruned_loss=7.73, over 548033.56 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06981, over 3716.79 utterances.], libri_tot_loss[loss=1.142, simple_loss=2.285, pruned_loss=7.28, over 108212.71 frames. utt_duration=1506 frames, utt_pad_proportion=0.0255, over 287.78 utterances.], giga_tot_loss[loss=0.8083, simple_loss=1.617, pruned_loss=7.82, over 459985.10 frames. utt_duration=526 frames, utt_pad_proportion=0.07272, over 3507.89 utterances.], batch size: 370, lr: 3.00e-03
2022-08-20 00:39:05,401 INFO [train.py:927] (2/8) Epoch 1, batch 100, giga_loss[loss=0.5131, simple_loss=1.026, pruned_loss=7.547, over 12368.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02776, over 91.00 utterances.], tot_loss[loss=0.6585, simple_loss=1.317, pruned_loss=7.602, over 975266.71 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05961, over 6765.18 utterances.], libri_tot_loss[loss=0.9883, simple_loss=1.977, pruned_loss=7.479, over 155269.49 frames. utt_duration=1429 frames, utt_pad_proportion=0.02693, over 435.08 utterances.], giga_tot_loss[loss=0.6228, simple_loss=1.246, pruned_loss=7.614, over 874893.72 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06128, over 6566.49 utterances.], batch size: 91, lr: 3.00e-03
2022-08-20 00:40:44,401 INFO [train.py:927] (2/8) Epoch 1, batch 150, giga_loss[loss=0.4082, simple_loss=0.8165, pruned_loss=7.164, over 12354.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04008, over 113.00 utterances.], tot_loss[loss=0.5601, simple_loss=1.12, pruned_loss=7.481, over 1306834.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.0619, over 8983.37 utterances.], libri_tot_loss[loss=0.8424, simple_loss=1.685, pruned_loss=7.591, over 223429.83 frames. utt_duration=1401 frames, utt_pad_proportion=0.02533, over 638.38 utterances.], giga_tot_loss[loss=0.5345, simple_loss=1.069, pruned_loss=7.462, over 1191190.20 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06383, over 8845.29 utterances.], batch size: 113, lr: 3.00e-03
2022-08-20 00:42:20,889 INFO [train.py:927] (2/8) Epoch 1, batch 200, giga_loss[loss=0.3696, simple_loss=0.7393, pruned_loss=6.661, over 12431.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03748, over 133.00 utterances.], tot_loss[loss=0.4983, simple_loss=0.9965, pruned_loss=7.303, over 1565527.98 frames. utt_duration=580 frames, utt_pad_proportion=0.06, over 10825.47 utterances.], libri_tot_loss[loss=0.7641, simple_loss=1.528, pruned_loss=7.587, over 278667.72 frames. utt_duration=1432 frames, utt_pad_proportion=0.02271, over 778.99 utterances.], giga_tot_loss[loss=0.4787, simple_loss=0.9575, pruned_loss=7.271, over 1450605.17 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06195, over 10804.36 utterances.], batch size: 133, lr: 3.00e-03
2022-08-20 00:43:59,395 INFO [train.py:927] (2/8) Epoch 1, batch 250, giga_loss[loss=0.3656, simple_loss=0.7313, pruned_loss=7.012, over 12323.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03389, over 51.00 utterances.], tot_loss[loss=0.4624, simple_loss=0.9249, pruned_loss=7.243, over 1767318.42 frames. utt_duration=545 frames, utt_pad_proportion=0.06391, over 13007.44 utterances.], libri_tot_loss[loss=0.7434, simple_loss=1.487, pruned_loss=7.589, over 311459.62 frames. utt_duration=1419 frames, utt_pad_proportion=0.0209, over 878.81 utterances.], giga_tot_loss[loss=0.4448, simple_loss=0.8896, pruned_loss=7.211, over 1665779.42 frames. utt_duration=512 frames, utt_pad_proportion=0.06563, over 13053.27 utterances.], batch size: 51, lr: 3.00e-03
2022-08-20 00:45:35,167 INFO [train.py:927] (2/8) Epoch 1, batch 300, giga_loss[loss=0.354, simple_loss=0.708, pruned_loss=6.865, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0257, over 45.00 utterances.], tot_loss[loss=0.4393, simple_loss=0.8786, pruned_loss=7.19, over 1923139.24 frames. utt_duration=579 frames, utt_pad_proportion=0.05949, over 13319.70 utterances.], libri_tot_loss[loss=0.6876, simple_loss=1.375, pruned_loss=7.549, over 385478.91 frames. utt_duration=1352 frames, utt_pad_proportion=0.03124, over 1141.45 utterances.], giga_tot_loss[loss=0.4234, simple_loss=0.8467, pruned_loss=7.155, over 1822112.88 frames. utt_duration=541 frames, utt_pad_proportion=0.06086, over 13508.94 utterances.], batch size: 45, lr: 3.00e-03
2022-08-20 00:47:16,017 INFO [train.py:927] (2/8) Epoch 1, batch 350, giga_loss[loss=0.3549, simple_loss=0.7098, pruned_loss=7.018, over 12391.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02634, over 66.00 utterances.], tot_loss[loss=0.4191, simple_loss=0.8382, pruned_loss=7.122, over 2045564.62 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05665, over 14263.93 utterances.], libri_tot_loss[loss=0.6728, simple_loss=1.346, pruned_loss=7.525, over 406048.51 frames. utt_duration=1368 frames, utt_pad_proportion=0.03015, over 1188.92 utterances.], giga_tot_loss[loss=0.4064, simple_loss=0.8129, pruned_loss=7.094, over 1962069.75 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05788, over 14487.12 utterances.], batch size: 66, lr: 3.00e-03
2022-08-20 00:48:57,408 INFO [train.py:927] (2/8) Epoch 1, batch 400, giga_loss[loss=0.3593, simple_loss=0.7186, pruned_loss=6.796, over 12380.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.4031, simple_loss=0.8061, pruned_loss=7.07, over 2140364.96 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05779, over 15587.19 utterances.], libri_tot_loss[loss=0.6541, simple_loss=1.308, pruned_loss=7.495, over 437070.43 frames. utt_duration=1381 frames, utt_pad_proportion=0.02836, over 1267.71 utterances.], giga_tot_loss[loss=0.3923, simple_loss=0.7846, pruned_loss=7.046, over 2069207.28 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05895, over 15881.87 utterances.], batch size: 257, lr: 3.00e-03
2022-08-20 00:50:39,327 INFO [train.py:927] (2/8) Epoch 1, batch 450, giga_loss[loss=0.348, simple_loss=0.696, pruned_loss=7.046, over 12265.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.04827, over 26.00 utterances.], tot_loss[loss=0.3899, simple_loss=0.7798, pruned_loss=7.042, over 2214615.97 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05664, over 16071.14 utterances.], libri_tot_loss[loss=0.6265, simple_loss=1.253, pruned_loss=7.442, over 487513.33 frames. utt_duration=1392 frames, utt_pad_proportion=0.02595, over 1402.74 utterances.], giga_tot_loss[loss=0.3803, simple_loss=0.7607, pruned_loss=7.023, over 2151201.13 frames. utt_duration=523 frames, utt_pad_proportion=0.05797, over 16500.50 utterances.], batch size: 26, lr: 2.99e-03
2022-08-20 00:52:18,250 INFO [train.py:927] (2/8) Epoch 1, batch 500, giga_loss[loss=0.4237, simple_loss=0.8474, pruned_loss=7.167, over 12359.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06567, over 183.00 utterances.], tot_loss[loss=0.3914, simple_loss=0.7828, pruned_loss=7.051, over 2272269.81 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05967, over 17090.70 utterances.], libri_tot_loss[loss=0.6146, simple_loss=1.229, pruned_loss=7.412, over 526573.16 frames. utt_duration=1363 frames, utt_pad_proportion=0.02806, over 1546.78 utterances.], giga_tot_loss[loss=0.3819, simple_loss=0.7639, pruned_loss=7.035, over 2218168.93 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06072, over 17577.16 utterances.], batch size: 183, lr: 2.99e-03
2022-08-20 00:53:58,313 INFO [train.py:927] (2/8) Epoch 1, batch 550, libri_loss[loss=0.3846, simple_loss=0.7692, pruned_loss=6.865, over 12054.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007628, over 28.00 utterances.], tot_loss[loss=0.3957, simple_loss=0.7913, pruned_loss=7.075, over 2316867.31 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06378, over 17617.86 utterances.], libri_tot_loss[loss=0.5833, simple_loss=1.167, pruned_loss=7.336, over 603049.83 frames. utt_duration=1370 frames, utt_pad_proportion=0.0269, over 1762.13 utterances.], giga_tot_loss[loss=0.3872, simple_loss=0.7744, pruned_loss=7.067, over 2266700.50 frames. utt_duration=495 frames, utt_pad_proportion=0.065, over 18374.56 utterances.], batch size: 28, lr: 2.99e-03
2022-08-20 00:55:39,699 INFO [train.py:927] (2/8) Epoch 1, batch 600, giga_loss[loss=0.3842, simple_loss=0.7684, pruned_loss=7.279, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.3926, simple_loss=0.7852, pruned_loss=7.114, over 2352051.91 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06654, over 18071.17 utterances.], libri_tot_loss[loss=0.5757, simple_loss=1.151, pruned_loss=7.31, over 631085.19 frames. utt_duration=1372 frames, utt_pad_proportion=0.02578, over 1842.31 utterances.], giga_tot_loss[loss=0.385, simple_loss=0.77, pruned_loss=7.112, over 2310455.87 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06774, over 18826.40 utterances.], batch size: 113, lr: 2.99e-03
2022-08-20 00:57:20,707 INFO [train.py:927] (2/8) Epoch 1, batch 650, giga_loss[loss=0.312, simple_loss=0.624, pruned_loss=7.282, over 12443.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.0411, over 114.00 utterances.], tot_loss[loss=0.3825, simple_loss=0.765, pruned_loss=7.141, over 2378549.81 frames. utt_duration=522.6 frames, utt_pad_proportion=0.07084, over 18256.94 utterances.], libri_tot_loss[loss=0.569, simple_loss=1.138, pruned_loss=7.281, over 658522.59 frames. utt_duration=1378 frames, utt_pad_proportion=0.02475, over 1913.33 utterances.], giga_tot_loss[loss=0.3755, simple_loss=0.7511, pruned_loss=7.144, over 2344285.95 frames. utt_duration=495 frames, utt_pad_proportion=0.0719, over 19001.06 utterances.], batch size: 114, lr: 2.99e-03
2022-08-20 00:59:00,334 INFO [train.py:927] (2/8) Epoch 1, batch 700, giga_loss[loss=0.3014, simple_loss=0.6028, pruned_loss=7.214, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03375, over 39.00 utterances.], tot_loss[loss=0.3729, simple_loss=0.7457, pruned_loss=7.167, over 2399029.04 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06796, over 17694.05 utterances.], libri_tot_loss[loss=0.5609, simple_loss=1.122, pruned_loss=7.249, over 703059.77 frames. utt_duration=1364 frames, utt_pad_proportion=0.02756, over 2063.89 utterances.], giga_tot_loss[loss=0.3651, simple_loss=0.7303, pruned_loss=7.175, over 2370153.52 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06911, over 18506.86 utterances.], batch size: 39, lr: 2.99e-03
2022-08-20 01:00:42,639 INFO [train.py:927] (2/8) Epoch 1, batch 750, giga_loss[loss=0.3091, simple_loss=0.6182, pruned_loss=7.311, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.3647, simple_loss=0.7293, pruned_loss=7.2, over 2414268.66 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06561, over 17494.43 utterances.], libri_tot_loss[loss=0.5496, simple_loss=1.099, pruned_loss=7.225, over 755202.22 frames. utt_duration=1357 frames, utt_pad_proportion=0.02709, over 2228.09 utterances.], giga_tot_loss[loss=0.3564, simple_loss=0.7128, pruned_loss=7.212, over 2389587.99 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06715, over 18407.28 utterances.], batch size: 133, lr: 2.98e-03
2022-08-20 01:02:23,829 INFO [train.py:927] (2/8) Epoch 1, batch 800, giga_loss[loss=0.3061, simple_loss=0.6122, pruned_loss=7.271, over 12399.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05656, over 162.00 utterances.], tot_loss[loss=0.3526, simple_loss=0.7052, pruned_loss=7.227, over 2426727.98 frames. utt_duration=556.6 frames, utt_pad_proportion=0.0622, over 17487.11 utterances.], libri_tot_loss[loss=0.5481, simple_loss=1.096, pruned_loss=7.221, over 763571.21 frames. utt_duration=1358 frames, utt_pad_proportion=0.02676, over 2251.95 utterances.], giga_tot_loss[loss=0.3457, simple_loss=0.6913, pruned_loss=7.237, over 2407387.46 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06365, over 18249.15 utterances.], batch size: 162, lr: 2.98e-03
2022-08-20 01:04:04,047 INFO [train.py:927] (2/8) Epoch 1, batch 850, giga_loss[loss=0.2829, simple_loss=0.5658, pruned_loss=7.445, over 12388.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.0407, over 40.00 utterances.], tot_loss[loss=0.3389, simple_loss=0.6778, pruned_loss=7.255, over 2437741.25 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05805, over 16649.75 utterances.], libri_tot_loss[loss=0.5442, simple_loss=1.088, pruned_loss=7.209, over 780619.87 frames. utt_duration=1359 frames, utt_pad_proportion=0.02619, over 2300.32 utterances.], giga_tot_loss[loss=0.3327, simple_loss=0.6654, pruned_loss=7.268, over 2422175.57 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05959, over 17337.72 utterances.], batch size: 40, lr: 2.98e-03
2022-08-20 01:05:44,905 INFO [train.py:927] (2/8) Epoch 1, batch 900, giga_loss[loss=0.2991, simple_loss=0.5981, pruned_loss=7.281, over 12410.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02382, over 70.00 utterances.], tot_loss[loss=0.3299, simple_loss=0.6598, pruned_loss=7.263, over 2446033.82 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05979, over 16621.63 utterances.], libri_tot_loss[loss=0.5334, simple_loss=1.067, pruned_loss=7.17, over 830774.41 frames. utt_duration=1356 frames, utt_pad_proportion=0.02617, over 2454.06 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.6455, pruned_loss=7.285, over 2432717.25 frames. utt_duration=560.5 frames, utt_pad_proportion=0.0613, over 17409.20 utterances.], batch size: 70, lr: 2.98e-03
2022-08-20 01:07:26,117 INFO [train.py:927] (2/8) Epoch 1, batch 950, giga_loss[loss=0.2658, simple_loss=0.5316, pruned_loss=7.462, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04149, over 33.00 utterances.], tot_loss[loss=0.3214, simple_loss=0.6427, pruned_loss=7.269, over 2452655.44 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06507, over 17556.21 utterances.], libri_tot_loss[loss=0.5323, simple_loss=1.065, pruned_loss=7.158, over 847236.46 frames. utt_duration=1314 frames, utt_pad_proportion=0.03996, over 2581.41 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.6284, pruned_loss=7.291, over 2441906.84 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06453, over 18190.13 utterances.], batch size: 33, lr: 2.97e-03
2022-08-20 01:09:05,638 INFO [train.py:927] (2/8) Epoch 1, batch 1000, giga_loss[loss=0.2467, simple_loss=0.4934, pruned_loss=7.269, over 12434.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03802, over 26.00 utterances.], tot_loss[loss=0.3142, simple_loss=0.6283, pruned_loss=7.266, over 2457326.74 frames. utt_duration=564 frames, utt_pad_proportion=0.06508, over 17475.20 utterances.], libri_tot_loss[loss=0.5231, simple_loss=1.046, pruned_loss=7.128, over 895451.37 frames. utt_duration=1302 frames, utt_pad_proportion=0.0417, over 2754.37 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.6114, pruned_loss=7.297, over 2448173.06 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06481, over 18240.50 utterances.], batch size: 26, lr: 2.97e-03
2022-08-20 01:10:43,962 INFO [train.py:927] (2/8) Epoch 1, batch 1050, libri_loss[loss=0.4103, simple_loss=0.8206, pruned_loss=6.705, over 12400.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0072, over 31.00 utterances.], tot_loss[loss=0.3057, simple_loss=0.6114, pruned_loss=7.261, over 2461262.10 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06284, over 16845.30 utterances.], libri_tot_loss[loss=0.5046, simple_loss=1.009, pruned_loss=7.09, over 957472.84 frames. utt_duration=1318 frames, utt_pad_proportion=0.03858, over 2908.37 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.5954, pruned_loss=7.304, over 2453338.94 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06345, over 17842.80 utterances.], batch size: 31, lr: 2.97e-03
2022-08-20 01:12:26,469 INFO [train.py:927] (2/8) Epoch 1, batch 1100, giga_loss[loss=0.2528, simple_loss=0.5056, pruned_loss=7.33, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0313, over 42.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.5924, pruned_loss=7.258, over 2463068.75 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05785, over 16447.59 utterances.], libri_tot_loss[loss=0.4831, simple_loss=0.9661, pruned_loss=7.055, over 1024032.33 frames. utt_duration=1328 frames, utt_pad_proportion=0.03611, over 3088.61 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.5792, pruned_loss=7.314, over 2456461.91 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05937, over 17652.20 utterances.], batch size: 42, lr: 2.96e-03
2022-08-20 01:14:07,684 INFO [train.py:927] (2/8) Epoch 1, batch 1150, libri_loss[loss=0.3238, simple_loss=0.6477, pruned_loss=6.928, over 12433.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03509, over 46.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.5709, pruned_loss=7.255, over 2465289.65 frames. utt_duration=562 frames, utt_pad_proportion=0.06713, over 17593.90 utterances.], libri_tot_loss[loss=0.4738, simple_loss=0.9476, pruned_loss=7.04, over 1059918.30 frames. utt_duration=1332 frames, utt_pad_proportion=0.03491, over 3186.52 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.5587, pruned_loss=7.311, over 2459791.10 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06829, over 18809.56 utterances.], batch size: 46, lr: 2.96e-03
2022-08-20 01:15:46,866 INFO [train.py:927] (2/8) Epoch 1, batch 1200, libri_loss[loss=0.2944, simple_loss=0.5888, pruned_loss=6.825, over 12363.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02652, over 43.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.5537, pruned_loss=7.247, over 2467458.16 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06498, over 17846.95 utterances.], libri_tot_loss[loss=0.4594, simple_loss=0.9188, pruned_loss=7.017, over 1115091.80 frames. utt_duration=1338 frames, utt_pad_proportion=0.03296, over 3337.66 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.5416, pruned_loss=7.31, over 2463114.73 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06681, over 19249.87 utterances.], batch size: 43, lr: 2.96e-03
2022-08-20 01:17:27,580 INFO [train.py:927] (2/8) Epoch 1, batch 1250, giga_loss[loss=0.2319, simple_loss=0.4639, pruned_loss=7.406, over 12189.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03078, over 36.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.5368, pruned_loss=7.261, over 2468532.83 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06546, over 17625.01 utterances.], libri_tot_loss[loss=0.4526, simple_loss=0.9051, pruned_loss=7.007, over 1142046.48 frames. utt_duration=1334 frames, utt_pad_proportion=0.0329, over 3429.26 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.526, pruned_loss=7.32, over 2464994.41 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06721, over 18931.42 utterances.], batch size: 36, lr: 2.95e-03
2022-08-20 01:19:09,171 INFO [train.py:927] (2/8) Epoch 1, batch 1300, giga_loss[loss=0.2081, simple_loss=0.4162, pruned_loss=7.331, over 12384.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03001, over 58.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.5212, pruned_loss=7.266, over 2469093.66 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0654, over 18083.09 utterances.], libri_tot_loss[loss=0.4471, simple_loss=0.8941, pruned_loss=6.999, over 1161579.30 frames. utt_duration=1334 frames, utt_pad_proportion=0.03217, over 3487.51 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.5123, pruned_loss=7.32, over 2466548.81 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06704, over 19256.25 utterances.], batch size: 58, lr: 2.95e-03
2022-08-20 01:20:49,436 INFO [train.py:927] (2/8) Epoch 1, batch 1350, giga_loss[loss=0.2251, simple_loss=0.4502, pruned_loss=7.372, over 12320.00 frames. utt_duration=968 frames, utt_pad_proportion=0.032, over 51.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.5067, pruned_loss=7.273, over 2470539.89 frames. utt_duration=538.5 frames, utt_pad_proportion=0.0675, over 18401.92 utterances.], libri_tot_loss[loss=0.4458, simple_loss=0.8916, pruned_loss=6.993, over 1174665.12 frames. utt_duration=1336 frames, utt_pad_proportion=0.03167, over 3521.54 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.4975, pruned_loss=7.321, over 2468508.21 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06886, over 19424.84 utterances.], batch size: 51, lr: 2.95e-03
2022-08-20 01:22:30,947 INFO [train.py:927] (2/8) Epoch 1, batch 1400, giga_loss[loss=0.2293, simple_loss=0.4585, pruned_loss=7.36, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03192, over 48.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.5072, pruned_loss=7.277, over 2470131.07 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06658, over 17737.74 utterances.], libri_tot_loss[loss=0.4484, simple_loss=0.8967, pruned_loss=6.984, over 1206923.88 frames. utt_duration=1338 frames, utt_pad_proportion=0.03085, over 3611.66 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.4885, pruned_loss=7.325, over 2468319.38 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0682, over 18803.08 utterances.], batch size: 48, lr: 2.94e-03
2022-08-20 01:24:09,753 INFO [train.py:927] (2/8) Epoch 1, batch 1450, giga_loss[loss=0.2113, simple_loss=0.4227, pruned_loss=7.415, over 12379.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03813, over 113.00 utterances.], tot_loss[loss=0.248, simple_loss=0.4961, pruned_loss=7.276, over 2470526.11 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06436, over 17223.51 utterances.], libri_tot_loss[loss=0.44, simple_loss=0.8801, pruned_loss=6.974, over 1250785.16 frames. utt_duration=1337 frames, utt_pad_proportion=0.02961, over 3746.21 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.4765, pruned_loss=7.329, over 2468803.20 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06647, over 18387.50 utterances.], batch size: 113, lr: 2.94e-03
2022-08-20 01:25:52,065 INFO [train.py:927] (2/8) Epoch 1, batch 1500, giga_loss[loss=0.1978, simple_loss=0.3956, pruned_loss=7.365, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.4816, pruned_loss=7.281, over 2470461.57 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06045, over 16880.99 utterances.], libri_tot_loss[loss=0.4305, simple_loss=0.8611, pruned_loss=6.964, over 1286655.56 frames. utt_duration=1338 frames, utt_pad_proportion=0.02864, over 3851.51 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.4644, pruned_loss=7.336, over 2469291.53 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06293, over 18070.32 utterances.], batch size: 58, lr: 2.94e-03
2022-08-20 01:27:34,517 INFO [train.py:927] (2/8) Epoch 1, batch 1550, giga_loss[loss=0.3005, simple_loss=0.601, pruned_loss=7.323, over 12354.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.4778, pruned_loss=7.282, over 2471091.41 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06054, over 17033.02 utterances.], libri_tot_loss[loss=0.4254, simple_loss=0.8507, pruned_loss=6.959, over 1310218.31 frames. utt_duration=1340 frames, utt_pad_proportion=0.02795, over 3916.03 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.4622, pruned_loss=7.334, over 2470111.44 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06284, over 18150.65 utterances.], batch size: 257, lr: 2.93e-03
2022-08-20 01:29:15,121 INFO [train.py:927] (2/8) Epoch 1, batch 1600, giga_loss[loss=0.2696, simple_loss=0.5393, pruned_loss=7.299, over 12380.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03939, over 145.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.4823, pruned_loss=7.285, over 2472237.59 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06286, over 17606.55 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.8402, pruned_loss=6.95, over 1333473.84 frames. utt_duration=1335 frames, utt_pad_proportion=0.02901, over 4001.19 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.4684, pruned_loss=7.336, over 2471275.08 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06458, over 18646.69 utterances.], batch size: 145, lr: 2.93e-03
2022-08-20 01:30:57,709 INFO [train.py:927] (2/8) Epoch 1, batch 1650, giga_loss[loss=0.2755, simple_loss=0.551, pruned_loss=7.343, over 12381.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.5067, pruned_loss=7.284, over 2471921.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06965, over 18203.59 utterances.], libri_tot_loss[loss=0.4279, simple_loss=0.8559, pruned_loss=6.943, over 1361401.73 frames. utt_duration=1336 frames, utt_pad_proportion=0.02842, over 4079.20 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.4791, pruned_loss=7.335, over 2471399.36 frames. utt_duration=514.3 frames, utt_pad_proportion=0.07111, over 19275.54 utterances.], batch size: 133, lr: 2.92e-03
2022-08-20 01:32:39,138 INFO [train.py:927] (2/8) Epoch 1, batch 1700, giga_loss[loss=0.2516, simple_loss=0.5033, pruned_loss=7.397, over 12382.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.0361, over 80.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.5092, pruned_loss=7.299, over 2472227.52 frames. utt_duration=544.6 frames, utt_pad_proportion=0.07032, over 18206.61 utterances.], libri_tot_loss[loss=0.4224, simple_loss=0.8448, pruned_loss=6.934, over 1383317.28 frames. utt_duration=1332 frames, utt_pad_proportion=0.02984, over 4159.86 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.4867, pruned_loss=7.351, over 2471957.94 frames. utt_duration=515.5 frames, utt_pad_proportion=0.07148, over 19236.57 utterances.], batch size: 80, lr: 2.92e-03
2022-08-20 01:34:20,192 INFO [train.py:927] (2/8) Epoch 1, batch 1750, giga_loss[loss=0.2495, simple_loss=0.4989, pruned_loss=7.375, over 12429.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04348, over 31.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.5044, pruned_loss=7.301, over 2472762.51 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06638, over 17815.09 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.8344, pruned_loss=6.928, over 1404948.82 frames. utt_duration=1323 frames, utt_pad_proportion=0.03068, over 4251.12 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.4858, pruned_loss=7.352, over 2472538.20 frames. utt_duration=527.4 frames, utt_pad_proportion=0.06764, over 18807.11 utterances.], batch size: 31, lr: 2.91e-03
2022-08-20 01:36:02,357 INFO [train.py:927] (2/8) Epoch 1, batch 1800, giga_loss[loss=0.2047, simple_loss=0.4094, pruned_loss=7.349, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04414, over 26.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.4943, pruned_loss=7.32, over 2472943.30 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06362, over 17376.43 utterances.], libri_tot_loss[loss=0.4172, simple_loss=0.8344, pruned_loss=6.928, over 1404948.82 frames. utt_duration=1323 frames, utt_pad_proportion=0.03068, over 4251.12 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.4798, pruned_loss=7.359, over 2472768.72 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06476, over 18148.54 utterances.], batch size: 26, lr: 2.91e-03
2022-08-20 01:37:44,998 INFO [train.py:927] (2/8) Epoch 1, batch 1850, giga_loss[loss=0.2435, simple_loss=0.4869, pruned_loss=7.485, over 12459.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.249, simple_loss=0.4979, pruned_loss=7.318, over 2472685.75 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06436, over 18138.14 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.8293, pruned_loss=6.92, over 1425745.81 frames. utt_duration=1324 frames, utt_pad_proportion=0.03067, over 4310.78 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.483, pruned_loss=7.36, over 2472865.13 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06541, over 18927.42 utterances.], batch size: 75, lr: 2.91e-03
2022-08-20 01:39:26,189 INFO [train.py:927] (2/8) Epoch 1, batch 1900, giga_loss[loss=0.222, simple_loss=0.444, pruned_loss=7.43, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.5001, pruned_loss=7.32, over 2472997.05 frames. utt_duration=536 frames, utt_pad_proportion=0.06756, over 18508.12 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.8292, pruned_loss=6.918, over 1441074.18 frames. utt_duration=1325 frames, utt_pad_proportion=0.03011, over 4355.89 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.4842, pruned_loss=7.359, over 2473407.73 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06856, over 19275.98 utterances.], batch size: 70, lr: 2.90e-03
2022-08-20 01:41:06,699 INFO [train.py:927] (2/8) Epoch 1, batch 1950, giga_loss[loss=0.2322, simple_loss=0.4644, pruned_loss=7.5, over 12365.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03106, over 97.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.4993, pruned_loss=7.321, over 2473269.79 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06474, over 17733.08 utterances.], libri_tot_loss[loss=0.4064, simple_loss=0.8128, pruned_loss=6.908, over 1486900.42 frames. utt_duration=1330 frames, utt_pad_proportion=0.02876, over 4478.17 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.4822, pruned_loss=7.375, over 2473339.30 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06657, over 18802.18 utterances.], batch size: 97, lr: 2.90e-03
2022-08-20 01:42:50,418 INFO [train.py:927] (2/8) Epoch 1, batch 2000, giga_loss[loss=0.2209, simple_loss=0.4419, pruned_loss=7.483, over 12484.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03806, over 26.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.4923, pruned_loss=7.326, over 2473844.62 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06354, over 17435.18 utterances.], libri_tot_loss[loss=0.3988, simple_loss=0.7977, pruned_loss=6.903, over 1516026.94 frames. utt_duration=1335 frames, utt_pad_proportion=0.02778, over 4548.93 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.4785, pruned_loss=7.383, over 2473983.69 frames. utt_duration=534 frames, utt_pad_proportion=0.06566, over 18583.52 utterances.], batch size: 26, lr: 2.89e-03
2022-08-20 01:44:37,834 INFO [train.py:927] (2/8) Epoch 1, batch 2050, giga_loss[loss=0.2188, simple_loss=0.4376, pruned_loss=7.42, over 12424.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03879, over 26.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.4866, pruned_loss=7.341, over 2473108.62 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06177, over 16794.29 utterances.], libri_tot_loss[loss=0.3966, simple_loss=0.7931, pruned_loss=6.901, over 1525455.22 frames. utt_duration=1335 frames, utt_pad_proportion=0.02744, over 4575.37 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.4755, pruned_loss=7.391, over 2473346.57 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06381, over 17784.49 utterances.], batch size: 26, lr: 2.89e-03
2022-08-20 01:46:20,430 INFO [train.py:927] (2/8) Epoch 1, batch 2100, giga_loss[loss=0.2447, simple_loss=0.4895, pruned_loss=7.46, over 12382.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04921, over 161.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.4865, pruned_loss=7.35, over 2472498.52 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05792, over 16364.95 utterances.], libri_tot_loss[loss=0.3985, simple_loss=0.797, pruned_loss=6.9, over 1535036.74 frames. utt_duration=1337 frames, utt_pad_proportion=0.02717, over 4598.58 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.4731, pruned_loss=7.394, over 2472577.88 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05993, over 17224.77 utterances.], batch size: 161, lr: 2.88e-03
2022-08-20 01:48:00,861 INFO [train.py:927] (2/8) Epoch 1, batch 2150, libri_loss[loss=0.2443, simple_loss=0.4887, pruned_loss=6.832, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006358, over 32.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.4876, pruned_loss=7.333, over 2471504.93 frames. utt_duration=645.8 frames, utt_pad_proportion=0.05403, over 15343.28 utterances.], libri_tot_loss[loss=0.3957, simple_loss=0.7915, pruned_loss=6.893, over 1571463.86 frames. utt_duration=1339 frames, utt_pad_proportion=0.02651, over 4698.90 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.4695, pruned_loss=7.387, over 2471879.17 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05659, over 16348.58 utterances.], batch size: 32, lr: 2.88e-03
2022-08-20 01:49:40,222 INFO [train.py:927] (2/8) Epoch 1, batch 2200, giga_loss[loss=0.2353, simple_loss=0.4706, pruned_loss=7.436, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03833, over 37.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.4847, pruned_loss=7.319, over 2471325.39 frames. utt_duration=633.4 frames, utt_pad_proportion=0.06186, over 15642.40 utterances.], libri_tot_loss[loss=0.3855, simple_loss=0.771, pruned_loss=6.886, over 1610866.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.04029, over 4954.67 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.47, pruned_loss=7.384, over 2471894.14 frames. utt_duration=595.1 frames, utt_pad_proportion=0.06066, over 16657.45 utterances.], batch size: 37, lr: 2.87e-03
2022-08-20 01:51:17,921 INFO [train.py:927] (2/8) Epoch 1, batch 2250, giga_loss[loss=0.2168, simple_loss=0.4336, pruned_loss=7.354, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04637, over 34.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.4776, pruned_loss=7.312, over 2470409.93 frames. utt_duration=649.3 frames, utt_pad_proportion=0.06613, over 15254.68 utterances.], libri_tot_loss[loss=0.378, simple_loss=0.7561, pruned_loss=6.882, over 1644009.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.04721, over 5161.85 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.4644, pruned_loss=7.383, over 2471462.22 frames. utt_duration=609.1 frames, utt_pad_proportion=0.06354, over 16269.00 utterances.], batch size: 34, lr: 2.86e-03
2022-08-20 01:53:03,057 INFO [train.py:927] (2/8) Epoch 1, batch 2300, giga_loss[loss=0.23, simple_loss=0.4601, pruned_loss=7.324, over 12383.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03052, over 97.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.4729, pruned_loss=7.321, over 2470814.88 frames. utt_duration=626.8 frames, utt_pad_proportion=0.0677, over 15804.53 utterances.], libri_tot_loss[loss=0.377, simple_loss=0.7539, pruned_loss=6.881, over 1648137.61 frames. utt_duration=1277 frames, utt_pad_proportion=0.04694, over 5169.04 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.4626, pruned_loss=7.379, over 2471641.02 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06573, over 16631.76 utterances.], batch size: 97, lr: 2.86e-03
2022-08-20 01:54:42,337 INFO [train.py:927] (2/8) Epoch 1, batch 2350, giga_loss[loss=0.2081, simple_loss=0.4162, pruned_loss=7.301, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02435, over 48.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.4695, pruned_loss=7.306, over 2470826.02 frames. utt_duration=649.8 frames, utt_pad_proportion=0.06172, over 15245.47 utterances.], libri_tot_loss[loss=0.3752, simple_loss=0.7503, pruned_loss=6.876, over 1668076.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.04586, over 5210.52 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.4572, pruned_loss=7.364, over 2471855.29 frames. utt_duration=615.8 frames, utt_pad_proportion=0.06086, over 16094.81 utterances.], batch size: 48, lr: 2.85e-03
2022-08-20 01:56:23,514 INFO [train.py:927] (2/8) Epoch 1, batch 2400, giga_loss[loss=0.1962, simple_loss=0.3924, pruned_loss=7.303, over 12359.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02918, over 70.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.4669, pruned_loss=7.303, over 2470734.55 frames. utt_duration=634.1 frames, utt_pad_proportion=0.0572, over 15622.94 utterances.], libri_tot_loss[loss=0.3739, simple_loss=0.7478, pruned_loss=6.875, over 1675763.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.04539, over 5221.38 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.4562, pruned_loss=7.354, over 2471836.41 frames. utt_duration=605.3 frames, utt_pad_proportion=0.05691, over 16376.54 utterances.], batch size: 70, lr: 2.85e-03
2022-08-20 01:58:06,811 INFO [train.py:927] (2/8) Epoch 1, batch 2450, giga_loss[loss=0.2232, simple_loss=0.4463, pruned_loss=7.475, over 12387.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.465, pruned_loss=7.3, over 2470254.44 frames. utt_duration=625.3 frames, utt_pad_proportion=0.05716, over 15838.97 utterances.], libri_tot_loss[loss=0.3713, simple_loss=0.7425, pruned_loss=6.872, over 1695295.64 frames. utt_duration=1285 frames, utt_pad_proportion=0.04544, over 5285.14 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.4535, pruned_loss=7.351, over 2471267.60 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05707, over 16618.84 utterances.], batch size: 91, lr: 2.84e-03
2022-08-20 01:59:45,618 INFO [train.py:927] (2/8) Epoch 1, batch 2500, giga_loss[loss=0.2056, simple_loss=0.4111, pruned_loss=7.329, over 12476.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03956, over 31.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.4622, pruned_loss=7.306, over 2470907.35 frames. utt_duration=640 frames, utt_pad_proportion=0.0558, over 15478.81 utterances.], libri_tot_loss[loss=0.3731, simple_loss=0.7461, pruned_loss=6.87, over 1706632.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.05144, over 5387.78 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.4475, pruned_loss=7.354, over 2471903.33 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05396, over 16135.39 utterances.], batch size: 31, lr: 2.84e-03
2022-08-20 02:01:28,161 INFO [train.py:927] (2/8) Epoch 1, batch 2550, giga_loss[loss=0.2129, simple_loss=0.4258, pruned_loss=7.334, over 12417.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02841, over 62.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.4567, pruned_loss=7.305, over 2471861.12 frames. utt_duration=644 frames, utt_pad_proportion=0.05429, over 15389.49 utterances.], libri_tot_loss[loss=0.3671, simple_loss=0.7341, pruned_loss=6.866, over 1729013.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.05612, over 5500.37 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.4448, pruned_loss=7.358, over 2472920.07 frames. utt_duration=616.5 frames, utt_pad_proportion=0.05137, over 16085.02 utterances.], batch size: 62, lr: 2.83e-03
2022-08-20 02:03:07,863 INFO [train.py:927] (2/8) Epoch 1, batch 2600, giga_loss[loss=0.2579, simple_loss=0.5159, pruned_loss=7.136, over 12344.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1917, over 363.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.4573, pruned_loss=7.304, over 2472113.94 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05691, over 16766.99 utterances.], libri_tot_loss[loss=0.3625, simple_loss=0.725, pruned_loss=6.862, over 1747142.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05524, over 5532.63 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.4475, pruned_loss=7.358, over 2473194.19 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05488, over 17528.30 utterances.], batch size: 363, lr: 2.83e-03
2022-08-20 02:04:47,709 INFO [train.py:927] (2/8) Epoch 1, batch 2650, giga_loss[loss=0.2466, simple_loss=0.4932, pruned_loss=7.192, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.4737, pruned_loss=7.286, over 2472138.55 frames. utt_duration=552.2 frames, utt_pad_proportion=0.0658, over 17958.08 utterances.], libri_tot_loss[loss=0.3673, simple_loss=0.7345, pruned_loss=6.861, over 1771814.16 frames. utt_duration=1253 frames, utt_pad_proportion=0.05908, over 5661.82 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.4505, pruned_loss=7.345, over 2473342.64 frames. utt_duration=526 frames, utt_pad_proportion=0.0632, over 18861.46 utterances.], batch size: 133, lr: 2.82e-03
2022-08-20 02:06:28,227 INFO [train.py:927] (2/8) Epoch 1, batch 2700, giga_loss[loss=0.2113, simple_loss=0.4226, pruned_loss=7.335, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02422, over 45.00 utterances.], tot_loss[loss=0.234, simple_loss=0.4679, pruned_loss=7.29, over 2471941.41 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06379, over 17518.09 utterances.], libri_tot_loss[loss=0.3624, simple_loss=0.7248, pruned_loss=6.859, over 1792051.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.05847, over 5714.13 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.4487, pruned_loss=7.35, over 2473401.03 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06198, over 18517.48 utterances.], batch size: 45, lr: 2.81e-03
2022-08-20 02:08:06,176 INFO [train.py:927] (2/8) Epoch 1, batch 2750, giga_loss[loss=0.2348, simple_loss=0.4696, pruned_loss=7.488, over 12424.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.03285, over 55.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.4627, pruned_loss=7.296, over 2472964.45 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06279, over 17916.57 utterances.], libri_tot_loss[loss=0.3578, simple_loss=0.7156, pruned_loss=6.855, over 1809119.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.05813, over 5765.84 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.4476, pruned_loss=7.357, over 2473918.05 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06156, over 18944.83 utterances.], batch size: 55, lr: 2.81e-03
2022-08-20 02:09:46,124 INFO [train.py:927] (2/8) Epoch 1, batch 2800, giga_loss[loss=0.2297, simple_loss=0.4594, pruned_loss=7.457, over 12356.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.4595, pruned_loss=7.304, over 2473129.93 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06235, over 17581.22 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.7036, pruned_loss=6.85, over 1831614.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05651, over 5807.43 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.4475, pruned_loss=7.37, over 2474228.97 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0619, over 18740.65 utterances.], batch size: 91, lr: 2.80e-03
2022-08-20 02:11:25,857 INFO [train.py:927] (2/8) Epoch 1, batch 2850, giga_loss[loss=0.2335, simple_loss=0.4669, pruned_loss=7.489, over 12405.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03428, over 80.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.4629, pruned_loss=7.316, over 2473394.74 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06264, over 17691.29 utterances.], libri_tot_loss[loss=0.3497, simple_loss=0.6994, pruned_loss=6.847, over 1853570.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.05992, over 5923.19 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.4481, pruned_loss=7.385, over 2474422.56 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06131, over 18887.79 utterances.], batch size: 80, lr: 2.80e-03
2022-08-20 02:13:01,860 INFO [train.py:927] (2/8) Epoch 1, batch 2900, giga_loss[loss=0.2546, simple_loss=0.5093, pruned_loss=7.426, over 12412.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.0499, over 161.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.4607, pruned_loss=7.333, over 2472969.41 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05952, over 17153.99 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.695, pruned_loss=6.846, over 1869054.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05853, over 5950.96 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.4465, pruned_loss=7.399, over 2473640.70 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05903, over 18337.71 utterances.], batch size: 161, lr: 2.79e-03
2022-08-20 02:14:42,403 INFO [train.py:927] (2/8) Epoch 1, batch 2950, giga_loss[loss=0.2754, simple_loss=0.5509, pruned_loss=7.368, over 12399.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03851, over 113.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.4549, pruned_loss=7.342, over 2472226.68 frames. utt_duration=580 frames, utt_pad_proportion=0.06008, over 17092.91 utterances.], libri_tot_loss[loss=0.3446, simple_loss=0.6892, pruned_loss=6.845, over 1880783.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.06268, over 6047.84 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.4433, pruned_loss=7.404, over 2472972.55 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05837, over 18139.37 utterances.], batch size: 113, lr: 2.78e-03
2022-08-20 02:16:24,864 INFO [train.py:927] (2/8) Epoch 1, batch 3000, giga_loss[loss=7.553, simple_loss=0.3757, pruned_loss=7.365, over 12351.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.0435, over 37.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.4475, pruned_loss=7.344, over 2472099.11 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06141, over 17187.01 utterances.], libri_tot_loss[loss=0.3422, simple_loss=0.6844, pruned_loss=6.846, over 1892571.97 frames. utt_duration=1246 frames, utt_pad_proportion=0.06152, over 6084.53 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.4374, pruned_loss=7.402, over 2472655.49 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06036, over 18192.54 utterances.], batch size: 37, lr: 2.78e-03
2022-08-20 02:16:24,865 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (2/8) Epoch 1, validation: loss=7.023, simple_loss=0.5657, pruned_loss=6.741, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 02:18:14,432 INFO [train.py:927] (2/8) Epoch 1, batch 3050, giga_loss[loss=0.3717, simple_loss=0.5022, pruned_loss=1.206, over 12390.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03796, over 145.00 utterances.], tot_loss[loss=0.2969, simple_loss=0.4603, pruned_loss=6.096, over 2472542.76 frames. utt_duration=571 frames, utt_pad_proportion=0.05946, over 17367.02 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.68, pruned_loss=6.656, over 1912396.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.0596, over 6104.03 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.4482, pruned_loss=6.275, over 2473196.30 frames. utt_duration=536 frames, utt_pad_proportion=0.05928, over 18509.61 utterances.], batch size: 145, lr: 2.77e-03
2022-08-20 02:19:49,660 INFO [train.py:927] (2/8) Epoch 1, batch 3100, giga_loss[loss=0.298, simple_loss=0.4446, pruned_loss=0.7569, over 12453.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.4615, pruned_loss=4.959, over 2472511.63 frames. utt_duration=563.1 frames, utt_pad_proportion=0.0606, over 17610.18 utterances.], libri_tot_loss[loss=0.3538, simple_loss=0.6793, pruned_loss=6.517, over 1923289.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.0586, over 6119.78 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.4488, pruned_loss=5.178, over 2473234.53 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06066, over 18693.60 utterances.], batch size: 75, lr: 2.77e-03
2022-08-20 02:21:27,168 INFO [train.py:927] (2/8) Epoch 1, batch 3150, giga_loss[loss=0.257, simple_loss=0.4157, pruned_loss=0.4919, over 12374.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02772, over 66.00 utterances.], tot_loss[loss=0.2998, simple_loss=0.4572, pruned_loss=3.999, over 2473726.82 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05787, over 17255.61 utterances.], libri_tot_loss[loss=0.354, simple_loss=0.6738, pruned_loss=6.344, over 1937024.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.06201, over 6214.69 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.446, pruned_loss=4.25, over 2474176.84 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05686, over 18290.52 utterances.], batch size: 66, lr: 2.76e-03
2022-08-20 02:23:01,976 INFO [train.py:927] (2/8) Epoch 1, batch 3200, giga_loss[loss=0.215, simple_loss=0.3675, pruned_loss=0.3126, over 12302.00 frames. utt_duration=849.5 frames, utt_pad_proportion=0.03462, over 58.00 utterances.], tot_loss[loss=0.291, simple_loss=0.4516, pruned_loss=3.209, over 2474211.28 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05893, over 18003.89 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.6717, pruned_loss=6.276, over 1942264.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06147, over 6226.54 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.4422, pruned_loss=3.43, over 2474666.79 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05825, over 18906.69 utterances.], batch size: 58, lr: 2.75e-03
2022-08-20 02:24:41,243 INFO [train.py:927] (2/8) Epoch 1, batch 3250, giga_loss[loss=0.2522, simple_loss=0.4348, pruned_loss=0.3484, over 12297.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03569, over 51.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.4447, pruned_loss=2.583, over 2474637.30 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05761, over 17803.07 utterances.], libri_tot_loss[loss=0.3543, simple_loss=0.668, pruned_loss=6.144, over 1952912.88 frames. utt_duration=1252 frames, utt_pad_proportion=0.06035, over 6247.79 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.436, pruned_loss=2.791, over 2474911.40 frames. utt_duration=530.9 frames, utt_pad_proportion=0.05741, over 18699.57 utterances.], batch size: 51, lr: 2.75e-03
2022-08-20 02:26:20,353 INFO [train.py:927] (2/8) Epoch 1, batch 3300, giga_loss[loss=0.2225, simple_loss=0.3932, pruned_loss=0.2592, over 12259.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02796, over 54.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.4386, pruned_loss=2.085, over 2474740.47 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05394, over 16862.00 utterances.], libri_tot_loss[loss=0.356, simple_loss=0.6668, pruned_loss=5.983, over 1965978.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05897, over 6255.44 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.4274, pruned_loss=2.282, over 2474830.11 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05435, over 17824.28 utterances.], batch size: 54, lr: 2.74e-03
2022-08-20 02:27:58,686 INFO [train.py:927] (2/8) Epoch 1, batch 3350, giga_loss[loss=0.2588, simple_loss=0.455, pruned_loss=0.3132, over 12381.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02599, over 66.00 utterances.], tot_loss[loss=0.27, simple_loss=0.4418, pruned_loss=1.697, over 2475101.14 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06184, over 18258.25 utterances.], libri_tot_loss[loss=0.355, simple_loss=0.6626, pruned_loss=5.85, over 1976064.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.06271, over 6353.45 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.4318, pruned_loss=1.875, over 2475189.35 frames. utt_duration=519 frames, utt_pad_proportion=0.06068, over 19131.43 utterances.], batch size: 66, lr: 2.73e-03
2022-08-20 02:29:36,027 INFO [train.py:927] (2/8) Epoch 1, batch 3400, giga_loss[loss=0.2177, simple_loss=0.3918, pruned_loss=0.2186, over 12368.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03045, over 51.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.4426, pruned_loss=1.388, over 2474886.66 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06118, over 18189.39 utterances.], libri_tot_loss[loss=0.3544, simple_loss=0.6599, pruned_loss=5.753, over 1983256.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.06186, over 6363.13 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.4338, pruned_loss=1.541, over 2475180.03 frames. utt_duration=522 frames, utt_pad_proportion=0.06052, over 19022.78 utterances.], batch size: 51, lr: 2.73e-03
2022-08-20 02:31:15,168 INFO [train.py:927] (2/8) Epoch 1, batch 3450, giga_loss[loss=0.2284, simple_loss=0.4112, pruned_loss=0.2278, over 12289.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.0375, over 51.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.4461, pruned_loss=1.153, over 2474455.68 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06384, over 18500.19 utterances.], libri_tot_loss[loss=0.352, simple_loss=0.6518, pruned_loss=5.503, over 2002351.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.0608, over 6432.56 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.4374, pruned_loss=1.302, over 2474902.60 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06352, over 19537.24 utterances.], batch size: 51, lr: 2.72e-03
2022-08-20 02:33:00,009 INFO [train.py:927] (2/8) Epoch 1, batch 3500, giga_loss[loss=0.2704, simple_loss=0.4781, pruned_loss=0.3137, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02755, over 39.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.4555, pruned_loss=0.9741, over 2474275.80 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06153, over 18129.61 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.6471, pruned_loss=5.321, over 2016104.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.05936, over 6471.26 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.4465, pruned_loss=1.109, over 2474826.28 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06185, over 19249.15 utterances.], batch size: 39, lr: 2.72e-03
2022-08-20 02:34:41,239 INFO [train.py:927] (2/8) Epoch 1, batch 3550, giga_loss[loss=0.2749, simple_loss=0.4831, pruned_loss=0.3332, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02872, over 45.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.4633, pruned_loss=0.832, over 2473950.70 frames. utt_duration=539 frames, utt_pad_proportion=0.06082, over 18410.97 utterances.], libri_tot_loss[loss=0.3486, simple_loss=0.6423, pruned_loss=5.174, over 2027390.23 frames. utt_duration=1250 frames, utt_pad_proportion=0.05833, over 6496.05 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.4555, pruned_loss=0.9493, over 2474448.10 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06147, over 19547.39 utterances.], batch size: 45, lr: 2.71e-03
2022-08-20 02:36:28,883 INFO [train.py:927] (2/8) Epoch 1, batch 3600, giga_loss[loss=0.3343, simple_loss=0.5822, pruned_loss=0.4321, over 12408.00 frames. utt_duration=233.3 frames, utt_pad_proportion=0.08161, over 214.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.4752, pruned_loss=0.7241, over 2474451.13 frames. utt_duration=519.7 frames, utt_pad_proportion=0.05897, over 19100.07 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.6469, pruned_loss=5.15, over 2029740.28 frames. utt_duration=1251 frames, utt_pad_proportion=0.05805, over 6499.57 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.4651, pruned_loss=0.8137, over 2474740.27 frames. utt_duration=495.5 frames, utt_pad_proportion=0.05963, over 20039.71 utterances.], batch size: 214, lr: 2.70e-03
2022-08-20 02:38:11,730 INFO [train.py:927] (2/8) Epoch 1, batch 3650, giga_loss[loss=0.245, simple_loss=0.4417, pruned_loss=0.2413, over 12436.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03259, over 75.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.4827, pruned_loss=0.6387, over 2474407.21 frames. utt_duration=507 frames, utt_pad_proportion=0.05998, over 19579.10 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.65, pruned_loss=5.1, over 2034112.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.05754, over 6514.55 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.4709, pruned_loss=0.7064, over 2474689.98 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06062, over 20424.05 utterances.], batch size: 75, lr: 2.70e-03
2022-08-20 02:39:58,615 INFO [train.py:927] (2/8) Epoch 1, batch 3700, giga_loss[loss=0.3549, simple_loss=0.6151, pruned_loss=0.473, over 12395.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.4878, pruned_loss=0.5758, over 2474321.47 frames. utt_duration=483.8 frames, utt_pad_proportion=0.065, over 20521.67 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.6473, pruned_loss=5.02, over 2040540.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05688, over 6529.70 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.4783, pruned_loss=0.628, over 2474686.29 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06553, over 21363.95 utterances.], batch size: 257, lr: 2.69e-03
2022-08-20 02:41:45,130 INFO [train.py:927] (2/8) Epoch 1, batch 3750, giga_loss[loss=0.2565, simple_loss=0.4577, pruned_loss=0.2763, over 12336.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03157, over 85.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.4922, pruned_loss=0.524, over 2474311.26 frames. utt_duration=466 frames, utt_pad_proportion=0.07269, over 21305.42 utterances.], libri_tot_loss[loss=0.3514, simple_loss=0.6429, pruned_loss=4.883, over 2050960.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.05661, over 6571.16 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.4844, pruned_loss=0.5688, over 2474901.28 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07295, over 22258.50 utterances.], batch size: 85, lr: 2.68e-03
2022-08-20 02:43:26,979 INFO [train.py:927] (2/8) Epoch 1, batch 3800, giga_loss[loss=0.261, simple_loss=0.4656, pruned_loss=0.2818, over 12386.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02654, over 48.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.4991, pruned_loss=0.483, over 2474855.30 frames. utt_duration=473.7 frames, utt_pad_proportion=0.06781, over 20964.00 utterances.], libri_tot_loss[loss=0.3543, simple_loss=0.6472, pruned_loss=4.754, over 2061477.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.05568, over 6600.45 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.4868, pruned_loss=0.5185, over 2475308.56 frames. utt_duration=451.3 frames, utt_pad_proportion=0.06858, over 22012.53 utterances.], batch size: 48, lr: 2.68e-03
2022-08-20 02:45:07,240 INFO [train.py:927] (2/8) Epoch 1, batch 3850, giga_loss[loss=0.2697, simple_loss=0.4829, pruned_loss=0.2823, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03998, over 113.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.4964, pruned_loss=0.449, over 2474722.18 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07277, over 21862.45 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.6427, pruned_loss=4.659, over 2069379.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05468, over 6606.36 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.4873, pruned_loss=0.4722, over 2475368.57 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07346, over 22949.73 utterances.], batch size: 113, lr: 2.67e-03
2022-08-20 02:46:49,195 INFO [train.py:927] (2/8) Epoch 1, batch 3900, giga_loss[loss=0.251, simple_loss=0.4548, pruned_loss=0.2361, over 12319.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02868, over 74.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.4919, pruned_loss=0.4196, over 2474394.55 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07314, over 22141.36 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.6384, pruned_loss=4.567, over 2077362.96 frames. utt_duration=1255 frames, utt_pad_proportion=0.05409, over 6630.92 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.4853, pruned_loss=0.4326, over 2474966.31 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07388, over 23246.96 utterances.], batch size: 74, lr: 2.66e-03
2022-08-20 02:48:33,065 INFO [train.py:927] (2/8) Epoch 1, batch 3950, giga_loss[loss=0.2399, simple_loss=0.4347, pruned_loss=0.2253, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03119, over 85.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.4925, pruned_loss=0.4034, over 2473673.18 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07825, over 22748.53 utterances.], libri_tot_loss[loss=0.3532, simple_loss=0.6375, pruned_loss=4.485, over 2084965.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.054, over 6663.27 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.4854, pruned_loss=0.4027, over 2474366.87 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07871, over 23864.37 utterances.], batch size: 85, lr: 2.66e-03
2022-08-20 02:50:15,183 INFO [train.py:927] (2/8) Epoch 1, batch 4000, giga_loss[loss=0.2433, simple_loss=0.4389, pruned_loss=0.2385, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02985, over 91.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.4898, pruned_loss=0.3785, over 2473126.10 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07748, over 21817.45 utterances.], libri_tot_loss[loss=0.3521, simple_loss=0.6344, pruned_loss=4.298, over 2100213.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.05261, over 6689.47 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.4814, pruned_loss=0.3763, over 2473722.19 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07851, over 23243.90 utterances.], batch size: 91, lr: 2.65e-03
2022-08-20 02:52:00,549 INFO [train.py:927] (2/8) Epoch 1, batch 4050, giga_loss[loss=0.2735, simple_loss=0.4851, pruned_loss=0.3095, over 12405.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.0728, over 212.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.4868, pruned_loss=0.3579, over 2473958.15 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07749, over 22272.98 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.6329, pruned_loss=4.23, over 2105527.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05189, over 6693.13 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.4794, pruned_loss=0.3557, over 2474649.42 frames. utt_duration=421 frames, utt_pad_proportion=0.07856, over 23595.02 utterances.], batch size: 212, lr: 2.64e-03
2022-08-20 02:53:54,249 INFO [train.py:927] (2/8) Epoch 1, batch 4100, libri_loss[loss=0.2869, simple_loss=0.5058, pruned_loss=0.3395, over 12394.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00587, over 34.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.4813, pruned_loss=0.3369, over 2474940.80 frames. utt_duration=471 frames, utt_pad_proportion=0.07157, over 21082.57 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.6297, pruned_loss=4.076, over 2118291.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05055, over 6703.71 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.473, pruned_loss=0.3329, over 2475462.25 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07338, over 22624.17 utterances.], batch size: 34, lr: 2.64e-03
2022-08-20 02:55:36,714 INFO [train.py:927] (2/8) Epoch 1, batch 4150, giga_loss[loss=0.2499, simple_loss=0.4539, pruned_loss=0.2299, over 12358.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.4869, pruned_loss=0.3241, over 2474637.66 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07319, over 20952.20 utterances.], libri_tot_loss[loss=0.3507, simple_loss=0.6309, pruned_loss=3.948, over 2128717.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.04924, over 6707.52 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.4755, pruned_loss=0.3206, over 2475202.37 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07509, over 22569.70 utterances.], batch size: 62, lr: 2.63e-03
2022-08-20 02:57:21,788 INFO [train.py:927] (2/8) Epoch 1, batch 4200, giga_loss[loss=0.223, simple_loss=0.4085, pruned_loss=0.1877, over 12425.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04611, over 34.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.4828, pruned_loss=0.3123, over 2474523.09 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07548, over 20653.55 utterances.], libri_tot_loss[loss=0.3486, simple_loss=0.6268, pruned_loss=3.845, over 2137309.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.04835, over 6702.85 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.4736, pruned_loss=0.3085, over 2474942.05 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07722, over 22253.13 utterances.], batch size: 34, lr: 2.63e-03
2022-08-20 02:59:04,622 INFO [train.py:927] (2/8) Epoch 1, batch 4250, giga_loss[loss=0.2428, simple_loss=0.4393, pruned_loss=0.2317, over 12387.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.4752, pruned_loss=0.3003, over 2475020.71 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07579, over 20776.92 utterances.], libri_tot_loss[loss=0.3479, simple_loss=0.6249, pruned_loss=3.807, over 2140739.54 frames. utt_duration=1277 frames, utt_pad_proportion=0.04793, over 6713.78 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.4681, pruned_loss=0.2955, over 2475288.67 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07735, over 22146.10 utterances.], batch size: 97, lr: 2.62e-03
2022-08-20 03:00:50,840 INFO [train.py:927] (2/8) Epoch 1, batch 4300, libri_loss[loss=0.4258, simple_loss=0.7649, pruned_loss=0.4338, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006983, over 31.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.4726, pruned_loss=0.2908, over 2474752.46 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07391, over 20250.40 utterances.], libri_tot_loss[loss=0.3482, simple_loss=0.625, pruned_loss=3.731, over 2147097.21 frames. utt_duration=1282 frames, utt_pad_proportion=0.04714, over 6707.57 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.4641, pruned_loss=0.2836, over 2475213.68 frames. utt_duration=460 frames, utt_pad_proportion=0.07566, over 21590.40 utterances.], batch size: 31, lr: 2.61e-03
2022-08-20 03:02:36,035 INFO [train.py:927] (2/8) Epoch 1, batch 4350, giga_loss[loss=0.2427, simple_loss=0.4411, pruned_loss=0.2219, over 12366.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0367, over 113.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.4709, pruned_loss=0.2852, over 2474561.07 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07977, over 21207.50 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.6209, pruned_loss=3.635, over 2154981.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.05083, over 6794.77 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.4639, pruned_loss=0.2787, over 2475119.67 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08003, over 22483.98 utterances.], batch size: 113, lr: 2.61e-03
2022-08-20 03:04:18,184 INFO [train.py:927] (2/8) Epoch 1, batch 4400, giga_loss[loss=0.2942, simple_loss=0.519, pruned_loss=0.347, over 12374.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.4627, pruned_loss=0.2737, over 2473955.53 frames. utt_duration=477 frames, utt_pad_proportion=0.08124, over 20807.56 utterances.], libri_tot_loss[loss=0.3424, simple_loss=0.6141, pruned_loss=3.521, over 2164149.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05063, over 6820.58 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.4584, pruned_loss=0.2686, over 2474657.10 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08167, over 22181.98 utterances.], batch size: 257, lr: 2.60e-03
2022-08-20 03:06:01,763 INFO [train.py:927] (2/8) Epoch 1, batch 4450, giga_loss[loss=0.1902, simple_loss=0.3504, pruned_loss=0.1502, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04727, over 31.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.4594, pruned_loss=0.2729, over 2474759.67 frames. utt_duration=478.3 frames, utt_pad_proportion=0.08133, over 20760.10 utterances.], libri_tot_loss[loss=0.342, simple_loss=0.6119, pruned_loss=3.457, over 2170442.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.04977, over 6823.08 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.455, pruned_loss=0.2617, over 2475193.03 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08209, over 22096.54 utterances.], batch size: 31, lr: 2.59e-03
2022-08-20 03:07:43,132 INFO [train.py:927] (2/8) Epoch 1, batch 4500, giga_loss[loss=0.2451, simple_loss=0.4405, pruned_loss=0.2486, over 12327.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03208, over 70.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.4603, pruned_loss=0.2703, over 2474807.26 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07695, over 21056.60 utterances.], libri_tot_loss[loss=0.3405, simple_loss=0.6089, pruned_loss=3.335, over 2180685.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.04959, over 6864.45 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.4546, pruned_loss=0.2595, over 2475358.73 frames. utt_duration=440.9 frames, utt_pad_proportion=0.0782, over 22529.69 utterances.], batch size: 70, lr: 2.59e-03
2022-08-20 03:09:26,973 INFO [train.py:927] (2/8) Epoch 1, batch 4550, giga_loss[loss=0.3025, simple_loss=0.5339, pruned_loss=0.3552, over 12406.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09935, over 257.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.4576, pruned_loss=0.266, over 2474710.59 frames. utt_duration=480 frames, utt_pad_proportion=0.07657, over 20683.65 utterances.], libri_tot_loss[loss=0.3362, simple_loss=0.6012, pruned_loss=3.199, over 2192275.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05425, over 6961.62 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.4539, pruned_loss=0.2571, over 2475126.51 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07669, over 22304.78 utterances.], batch size: 257, lr: 2.58e-03
2022-08-20 03:11:10,655 INFO [train.py:927] (2/8) Epoch 1, batch 4600, giga_loss[loss=0.2181, simple_loss=0.3984, pruned_loss=0.1891, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04946, over 34.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.4546, pruned_loss=0.2577, over 2474169.17 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07259, over 20497.30 utterances.], libri_tot_loss[loss=0.3355, simple_loss=0.5999, pruned_loss=3.182, over 2193539.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05405, over 6955.81 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.4521, pruned_loss=0.251, over 2474611.48 frames. utt_duration=455 frames, utt_pad_proportion=0.073, over 21823.74 utterances.], batch size: 34, lr: 2.57e-03
2022-08-20 03:12:54,732 INFO [train.py:927] (2/8) Epoch 1, batch 4650, giga_loss[loss=0.2515, simple_loss=0.4547, pruned_loss=0.2413, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03955, over 113.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.4638, pruned_loss=0.2602, over 2474663.93 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07058, over 20043.06 utterances.], libri_tot_loss[loss=0.3378, simple_loss=0.6043, pruned_loss=3.074, over 2203360.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05247, over 6950.38 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.4532, pruned_loss=0.2503, over 2474883.42 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07167, over 21538.18 utterances.], batch size: 113, lr: 2.57e-03
2022-08-20 03:14:39,107 INFO [train.py:927] (2/8) Epoch 1, batch 4700, giga_loss[loss=0.2711, simple_loss=0.4858, pruned_loss=0.2823, over 12383.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04518, over 146.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.4652, pruned_loss=0.2615, over 2474787.50 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06815, over 19927.83 utterances.], libri_tot_loss[loss=0.3349, simple_loss=0.5991, pruned_loss=2.952, over 2213495.58 frames. utt_duration=1277 frames, utt_pad_proportion=0.05075, over 6940.61 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.4559, pruned_loss=0.2526, over 2475443.07 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06989, over 21615.59 utterances.], batch size: 146, lr: 2.56e-03
2022-08-20 03:16:18,313 INFO [train.py:927] (2/8) Epoch 1, batch 4750, giga_loss[loss=0.2211, simple_loss=0.4032, pruned_loss=0.1947, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.46, pruned_loss=0.2569, over 2473983.02 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06526, over 19404.73 utterances.], libri_tot_loss[loss=0.3299, simple_loss=0.5902, pruned_loss=2.82, over 2224273.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.0492, over 6940.29 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.4543, pruned_loss=0.2502, over 2475211.03 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06756, over 21281.61 utterances.], batch size: 70, lr: 2.55e-03
2022-08-20 03:18:01,666 INFO [train.py:927] (2/8) Epoch 1, batch 4800, giga_loss[loss=0.2984, simple_loss=0.5271, pruned_loss=0.3489, over 12421.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07166, over 212.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.4598, pruned_loss=0.2562, over 2474339.32 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06429, over 19903.21 utterances.], libri_tot_loss[loss=0.3287, simple_loss=0.5879, pruned_loss=2.778, over 2227975.92 frames. utt_duration=1284 frames, utt_pad_proportion=0.04859, over 6946.20 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.4553, pruned_loss=0.2506, over 2475338.85 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06641, over 21542.52 utterances.], batch size: 212, lr: 2.55e-03
2022-08-20 03:19:42,749 INFO [train.py:927] (2/8) Epoch 1, batch 4850, giga_loss[loss=0.2468, simple_loss=0.4486, pruned_loss=0.2249, over 12419.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04793, over 34.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.4531, pruned_loss=0.2475, over 2474200.65 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06374, over 19507.03 utterances.], libri_tot_loss[loss=0.3272, simple_loss=0.5851, pruned_loss=2.737, over 2231745.12 frames. utt_duration=1287 frames, utt_pad_proportion=0.04806, over 6942.04 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.4501, pruned_loss=0.2425, over 2474899.80 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0657, over 20981.90 utterances.], batch size: 34, lr: 2.54e-03
2022-08-20 03:21:31,773 INFO [train.py:927] (2/8) Epoch 1, batch 4900, giga_loss[loss=0.2149, simple_loss=0.3938, pruned_loss=0.1801, over 12440.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04332, over 114.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.4511, pruned_loss=0.2445, over 2474298.13 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07121, over 20461.98 utterances.], libri_tot_loss[loss=0.327, simple_loss=0.5848, pruned_loss=2.684, over 2236484.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05176, over 7014.42 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.4467, pruned_loss=0.2393, over 2474920.44 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07145, over 21801.50 utterances.], batch size: 114, lr: 2.54e-03
2022-08-20 03:23:18,346 INFO [train.py:927] (2/8) Epoch 1, batch 4950, giga_loss[loss=0.2491, simple_loss=0.4493, pruned_loss=0.2449, over 12286.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02643, over 54.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.4509, pruned_loss=0.2449, over 2474188.58 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07495, over 21023.43 utterances.], libri_tot_loss[loss=0.3265, simple_loss=0.5839, pruned_loss=2.659, over 2238539.89 frames. utt_duration=1279 frames, utt_pad_proportion=0.05136, over 7008.28 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.447, pruned_loss=0.2398, over 2474983.15 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07513, over 22214.46 utterances.], batch size: 54, lr: 2.53e-03
2022-08-20 03:25:06,475 INFO [train.py:927] (2/8) Epoch 1, batch 5000, giga_loss[loss=0.2635, simple_loss=0.4784, pruned_loss=0.2425, over 12444.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03542, over 98.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.4539, pruned_loss=0.2439, over 2473442.87 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07534, over 20529.06 utterances.], libri_tot_loss[loss=0.3246, simple_loss=0.5803, pruned_loss=2.594, over 2244263.90 frames. utt_duration=1261 frames, utt_pad_proportion=0.05682, over 7129.18 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.4507, pruned_loss=0.2389, over 2474165.63 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07418, over 21665.30 utterances.], batch size: 98, lr: 2.52e-03
2022-08-20 03:26:50,972 INFO [train.py:927] (2/8) Epoch 1, batch 5050, giga_loss[loss=0.2748, simple_loss=0.4949, pruned_loss=0.2734, over 12359.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.4575, pruned_loss=0.2488, over 2474332.09 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07051, over 20268.82 utterances.], libri_tot_loss[loss=0.3238, simple_loss=0.5781, pruned_loss=2.536, over 2249887.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05599, over 7116.13 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.4539, pruned_loss=0.24, over 2474952.14 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07018, over 21482.71 utterances.], batch size: 91, lr: 2.52e-03
2022-08-20 03:28:35,235 INFO [train.py:927] (2/8) Epoch 1, batch 5100, giga_loss[loss=0.2932, simple_loss=0.5225, pruned_loss=0.32, over 12344.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2026, over 368.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.4593, pruned_loss=0.2493, over 2474166.31 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07941, over 21088.95 utterances.], libri_tot_loss[loss=0.3232, simple_loss=0.5771, pruned_loss=2.499, over 2252913.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05544, over 7105.47 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.4557, pruned_loss=0.2421, over 2474944.47 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07894, over 22232.27 utterances.], batch size: 368, lr: 2.51e-03
2022-08-20 03:30:18,230 INFO [train.py:927] (2/8) Epoch 1, batch 5150, giga_loss[loss=0.2202, simple_loss=0.4009, pruned_loss=0.1974, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03206, over 97.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.4585, pruned_loss=0.2494, over 2474257.18 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07784, over 21449.54 utterances.], libri_tot_loss[loss=0.3208, simple_loss=0.5729, pruned_loss=2.427, over 2259546.41 frames. utt_duration=1275 frames, utt_pad_proportion=0.0541, over 7094.41 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.456, pruned_loss=0.2434, over 2474814.79 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07811, over 22750.15 utterances.], batch size: 97, lr: 2.50e-03
2022-08-20 03:31:58,908 INFO [train.py:927] (2/8) Epoch 1, batch 5200, giga_loss[loss=0.2213, simple_loss=0.4055, pruned_loss=0.1855, over 12320.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03146, over 58.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.4553, pruned_loss=0.2459, over 2473884.81 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07881, over 21666.64 utterances.], libri_tot_loss[loss=0.3203, simple_loss=0.572, pruned_loss=2.415, over 2260714.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.05385, over 7095.94 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.4535, pruned_loss=0.2412, over 2474237.16 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07907, over 22747.87 utterances.], batch size: 58, lr: 2.50e-03
2022-08-20 03:33:40,806 INFO [train.py:927] (2/8) Epoch 1, batch 5250, giga_loss[loss=0.2185, simple_loss=0.397, pruned_loss=0.1997, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02654, over 48.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.4518, pruned_loss=0.2423, over 2474037.01 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07678, over 20694.73 utterances.], libri_tot_loss[loss=0.3181, simple_loss=0.5682, pruned_loss=2.345, over 2267219.43 frames. utt_duration=1269 frames, utt_pad_proportion=0.05676, over 7153.35 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.4503, pruned_loss=0.2382, over 2474159.24 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07661, over 21902.66 utterances.], batch size: 48, lr: 2.49e-03
2022-08-20 03:35:23,622 INFO [train.py:927] (2/8) Epoch 1, batch 5300, giga_loss[loss=0.2049, simple_loss=0.3783, pruned_loss=0.1579, over 12479.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03399, over 37.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.4521, pruned_loss=0.2413, over 2474416.70 frames. utt_duration=478.2 frames, utt_pad_proportion=0.08025, over 20759.78 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.5692, pruned_loss=2.301, over 2271348.23 frames. utt_duration=1272 frames, utt_pad_proportion=0.0558, over 7149.32 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.4481, pruned_loss=0.2364, over 2474496.21 frames. utt_duration=452.2 frames, utt_pad_proportion=0.08034, over 21961.58 utterances.], batch size: 37, lr: 2.49e-03
2022-08-20 03:37:08,399 INFO [train.py:927] (2/8) Epoch 1, batch 5350, giga_loss[loss=0.2832, simple_loss=0.5071, pruned_loss=0.2964, over 12361.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.0661, over 183.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.4498, pruned_loss=0.2457, over 2473977.93 frames. utt_duration=500.2 frames, utt_pad_proportion=0.0752, over 19843.17 utterances.], libri_tot_loss[loss=0.3161, simple_loss=0.5632, pruned_loss=2.223, over 2279066.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.0542, over 7141.35 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.4474, pruned_loss=0.2343, over 2474314.52 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0763, over 21309.52 utterances.], batch size: 183, lr: 2.48e-03
2022-08-20 03:38:56,752 INFO [train.py:927] (2/8) Epoch 1, batch 5400, giga_loss[loss=0.2257, simple_loss=0.4182, pruned_loss=0.1656, over 12483.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03561, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.4512, pruned_loss=0.2445, over 2474314.92 frames. utt_duration=477.6 frames, utt_pad_proportion=0.08297, over 20787.04 utterances.], libri_tot_loss[loss=0.3148, simple_loss=0.561, pruned_loss=2.191, over 2282177.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05444, over 7165.94 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.4496, pruned_loss=0.2354, over 2474403.73 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08345, over 22101.13 utterances.], batch size: 37, lr: 2.47e-03
2022-08-20 03:40:41,542 INFO [train.py:927] (2/8) Epoch 1, batch 5450, giga_loss[loss=0.2724, simple_loss=0.4905, pruned_loss=0.2717, over 12365.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04092, over 113.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.4545, pruned_loss=0.2404, over 2474613.44 frames. utt_duration=476.9 frames, utt_pad_proportion=0.08167, over 20817.70 utterances.], libri_tot_loss[loss=0.3142, simple_loss=0.5602, pruned_loss=2.129, over 2287511.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.05807, over 7242.14 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.451, pruned_loss=0.2326, over 2475006.47 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08155, over 22178.56 utterances.], batch size: 113, lr: 2.47e-03
2022-08-20 03:42:25,542 INFO [train.py:927] (2/8) Epoch 1, batch 5500, giga_loss[loss=0.2367, simple_loss=0.4317, pruned_loss=0.2087, over 12301.00 frames. utt_duration=795.1 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.4643, pruned_loss=0.2528, over 2474457.87 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07797, over 20588.84 utterances.], libri_tot_loss[loss=0.3182, simple_loss=0.5663, pruned_loss=2.11, over 2290377.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05734, over 7242.48 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.4554, pruned_loss=0.2374, over 2474698.25 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07838, over 21837.39 utterances.], batch size: 62, lr: 2.46e-03
2022-08-20 03:44:09,811 INFO [train.py:927] (2/8) Epoch 1, batch 5550, giga_loss[loss=0.2458, simple_loss=0.4469, pruned_loss=0.223, over 12332.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03357, over 62.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.4645, pruned_loss=0.254, over 2474384.11 frames. utt_duration=470.4 frames, utt_pad_proportion=0.08148, over 21107.52 utterances.], libri_tot_loss[loss=0.3143, simple_loss=0.5595, pruned_loss=2.022, over 2298447.12 frames. utt_duration=1258 frames, utt_pad_proportion=0.05923, over 7318.60 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.4591, pruned_loss=0.2419, over 2474642.03 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08147, over 22613.94 utterances.], batch size: 62, lr: 2.45e-03
2022-08-20 03:45:54,334 INFO [train.py:927] (2/8) Epoch 1, batch 5600, giga_loss[loss=0.2136, simple_loss=0.3985, pruned_loss=0.1437, over 12369.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.4619, pruned_loss=0.2488, over 2474709.28 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08382, over 21977.89 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.5556, pruned_loss=1.974, over 2302757.23 frames. utt_duration=1257 frames, utt_pad_proportion=0.05878, over 7338.22 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.4586, pruned_loss=0.2398, over 2474964.12 frames. utt_duration=423 frames, utt_pad_proportion=0.08402, over 23487.00 utterances.], batch size: 66, lr: 2.45e-03
2022-08-20 03:47:37,594 INFO [train.py:927] (2/8) Epoch 1, batch 5650, giga_loss[loss=0.2388, simple_loss=0.4359, pruned_loss=0.209, over 12441.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03738, over 105.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.4574, pruned_loss=0.2409, over 2475114.68 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07967, over 21189.42 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.551, pruned_loss=1.91, over 2308548.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.0583, over 7372.46 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.4557, pruned_loss=0.234, over 2475446.17 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08053, over 22812.47 utterances.], batch size: 105, lr: 2.44e-03
2022-08-20 03:49:18,508 INFO [train.py:927] (2/8) Epoch 1, batch 5700, libri_loss[loss=0.3919, simple_loss=0.6202, pruned_loss=0.8181, over 12399.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007319, over 30.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.4632, pruned_loss=0.2472, over 2474652.31 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0788, over 21274.00 utterances.], libri_tot_loss[loss=0.3124, simple_loss=0.5557, pruned_loss=1.883, over 2311757.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.0578, over 7377.95 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.456, pruned_loss=0.2342, over 2474999.70 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0798, over 22804.45 utterances.], batch size: 30, lr: 2.44e-03
2022-08-20 03:51:00,636 INFO [train.py:927] (2/8) Epoch 1, batch 5750, giga_loss[loss=0.2646, simple_loss=0.4736, pruned_loss=0.2781, over 12406.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03633, over 105.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.4586, pruned_loss=0.2437, over 2475040.23 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07689, over 20829.59 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.5518, pruned_loss=1.831, over 2316762.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05653, over 7369.45 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.4536, pruned_loss=0.2328, over 2475161.35 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07831, over 22427.30 utterances.], batch size: 105, lr: 2.43e-03
2022-08-20 03:52:48,711 INFO [train.py:927] (2/8) Epoch 1, batch 5800, giga_loss[loss=0.2083, simple_loss=0.384, pruned_loss=0.1636, over 12156.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04153, over 33.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.4506, pruned_loss=0.2358, over 2474391.14 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07647, over 20801.23 utterances.], libri_tot_loss[loss=0.307, simple_loss=0.5465, pruned_loss=1.78, over 2321046.04 frames. utt_duration=1266 frames, utt_pad_proportion=0.05538, over 7343.58 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.4484, pruned_loss=0.2286, over 2474849.36 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07815, over 22458.58 utterances.], batch size: 33, lr: 2.42e-03
2022-08-20 03:54:30,215 INFO [train.py:927] (2/8) Epoch 1, batch 5850, giga_loss[loss=0.247, simple_loss=0.4489, pruned_loss=0.2252, over 12434.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.4467, pruned_loss=0.2325, over 2474518.49 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07437, over 20224.05 utterances.], libri_tot_loss[loss=0.3061, simple_loss=0.5449, pruned_loss=1.748, over 2323932.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.05451, over 7342.68 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.4445, pruned_loss=0.2256, over 2475022.25 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07629, over 21776.57 utterances.], batch size: 75, lr: 2.42e-03
2022-08-20 03:56:11,965 INFO [train.py:927] (2/8) Epoch 1, batch 5900, giga_loss[loss=0.2407, simple_loss=0.441, pruned_loss=0.2018, over 12338.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03589, over 104.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.4448, pruned_loss=0.2273, over 2474814.24 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07351, over 20612.12 utterances.], libri_tot_loss[loss=0.3069, simple_loss=0.5463, pruned_loss=1.727, over 2326225.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05393, over 7346.55 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.4408, pruned_loss=0.2198, over 2475180.95 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07532, over 22005.42 utterances.], batch size: 104, lr: 2.41e-03
2022-08-20 03:57:58,861 INFO [train.py:927] (2/8) Epoch 1, batch 5950, libri_loss[loss=0.2644, simple_loss=0.4745, pruned_loss=0.2712, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.3131, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.4444, pruned_loss=0.2255, over 2475216.17 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07739, over 21373.78 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.5428, pruned_loss=1.665, over 2331965.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06553, over 7581.17 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.4405, pruned_loss=0.219, over 2475633.83 frames. utt_duration=436 frames, utt_pad_proportion=0.07558, over 22788.03 utterances.], batch size: 113, lr: 2.41e-03
2022-08-20 03:59:44,957 INFO [train.py:927] (2/8) Epoch 1, batch 6000, giga_loss[loss=0.453, simple_loss=0.4649, pruned_loss=0.2205, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02811, over 91.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.439, pruned_loss=0.2212, over 2475410.60 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07843, over 21612.18 utterances.], libri_tot_loss[loss=0.3026, simple_loss=0.5392, pruned_loss=1.627, over 2335314.57 frames. utt_duration=1235 frames, utt_pad_proportion=0.06432, over 7574.65 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.4368, pruned_loss=0.2163, over 2475948.19 frames. utt_duration=431 frames, utt_pad_proportion=0.07737, over 23057.89 utterances.], batch size: 91, lr: 2.40e-03
2022-08-20 03:59:44,958 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 03:59:59,956 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.3484, simple_loss=0.3876, pruned_loss=0.1546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 04:01:43,860 INFO [train.py:927] (2/8) Epoch 1, batch 6050, giga_loss[loss=0.6301, simple_loss=0.5357, pruned_loss=0.3623, over 12364.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09869, over 256.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.445, pruned_loss=0.2308, over 2475637.15 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07561, over 21344.69 utterances.], libri_tot_loss[loss=0.3134, simple_loss=0.5397, pruned_loss=1.604, over 2338068.59 frames. utt_duration=1239 frames, utt_pad_proportion=0.06346, over 7559.33 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.4409, pruned_loss=0.2212, over 2476090.34 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07525, over 22751.51 utterances.], batch size: 256, lr: 2.39e-03
2022-08-20 04:03:24,982 INFO [train.py:927] (2/8) Epoch 1, batch 6100, giga_loss[loss=0.4253, simple_loss=0.4396, pruned_loss=0.2055, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03941, over 133.00 utterances.], tot_loss[loss=0.3399, simple_loss=0.446, pruned_loss=0.237, over 2474951.71 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07686, over 21370.25 utterances.], libri_tot_loss[loss=0.331, simple_loss=0.5364, pruned_loss=1.551, over 2343728.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.06535, over 7606.17 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.4418, pruned_loss=0.2209, over 2475679.02 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07604, over 23019.13 utterances.], batch size: 133, lr: 2.39e-03
2022-08-20 04:05:09,260 INFO [train.py:927] (2/8) Epoch 1, batch 6150, giga_loss[loss=0.4325, simple_loss=0.4442, pruned_loss=0.2104, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04184, over 114.00 utterances.], tot_loss[loss=0.3579, simple_loss=0.4424, pruned_loss=0.2301, over 2474178.95 frames. utt_duration=483 frames, utt_pad_proportion=0.07616, over 20551.73 utterances.], libri_tot_loss[loss=0.3323, simple_loss=0.5335, pruned_loss=1.522, over 2346153.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.06437, over 7596.21 utterances.], giga_tot_loss[loss=0.3385, simple_loss=0.4399, pruned_loss=0.218, over 2474901.76 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07588, over 22108.20 utterances.], batch size: 114, lr: 2.38e-03
2022-08-20 04:06:53,527 INFO [train.py:927] (2/8) Epoch 1, batch 6200, libri_loss[loss=0.6849, simple_loss=0.5617, pruned_loss=0.4041, over 12399.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008728, over 30.00 utterances.], tot_loss[loss=0.3768, simple_loss=0.4432, pruned_loss=0.2279, over 2473843.02 frames. utt_duration=475.7 frames, utt_pad_proportion=0.08041, over 20866.24 utterances.], libri_tot_loss[loss=0.3362, simple_loss=0.5295, pruned_loss=1.476, over 2350089.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.06287, over 7547.10 utterances.], giga_tot_loss[loss=0.3587, simple_loss=0.4418, pruned_loss=0.218, over 2474845.56 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08045, over 22582.54 utterances.], batch size: 30, lr: 2.38e-03
2022-08-20 04:08:36,097 INFO [train.py:927] (2/8) Epoch 1, batch 6250, giga_loss[loss=0.3946, simple_loss=0.4191, pruned_loss=0.1851, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02971, over 58.00 utterances.], tot_loss[loss=0.3952, simple_loss=0.4448, pruned_loss=0.2295, over 2473819.49 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07611, over 20532.11 utterances.], libri_tot_loss[loss=0.3432, simple_loss=0.5273, pruned_loss=1.44, over 2353333.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.06136, over 7526.97 utterances.], giga_tot_loss[loss=0.376, simple_loss=0.4432, pruned_loss=0.2187, over 2475008.32 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07706, over 22292.43 utterances.], batch size: 58, lr: 2.37e-03
2022-08-20 04:10:17,949 INFO [train.py:927] (2/8) Epoch 1, batch 6300, giga_loss[loss=0.4107, simple_loss=0.434, pruned_loss=0.1937, over 12389.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03236, over 122.00 utterances.], tot_loss[loss=0.4066, simple_loss=0.4476, pruned_loss=0.2268, over 2474342.89 frames. utt_duration=471.4 frames, utt_pad_proportion=0.077, over 21061.18 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.5265, pruned_loss=1.409, over 2355945.74 frames. utt_duration=1238 frames, utt_pad_proportion=0.0661, over 7620.99 utterances.], giga_tot_loss[loss=0.3893, simple_loss=0.4453, pruned_loss=0.218, over 2475658.33 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07656, over 22690.43 utterances.], batch size: 122, lr: 2.37e-03
2022-08-20 04:12:01,096 INFO [train.py:927] (2/8) Epoch 1, batch 6350, giga_loss[loss=0.4029, simple_loss=0.4241, pruned_loss=0.1909, over 12457.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03363, over 86.00 utterances.], tot_loss[loss=0.4132, simple_loss=0.446, pruned_loss=0.2245, over 2474939.73 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07731, over 21295.68 utterances.], libri_tot_loss[loss=0.3494, simple_loss=0.5251, pruned_loss=1.392, over 2357635.38 frames. utt_duration=1241 frames, utt_pad_proportion=0.06533, over 7605.76 utterances.], giga_tot_loss[loss=0.3983, simple_loss=0.4443, pruned_loss=0.2167, over 2476047.35 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07722, over 22780.04 utterances.], batch size: 86, lr: 2.36e-03
2022-08-20 04:13:45,132 INFO [train.py:927] (2/8) Epoch 1, batch 6400, giga_loss[loss=0.3874, simple_loss=0.4078, pruned_loss=0.1835, over 12188.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03411, over 39.00 utterances.], tot_loss[loss=0.4162, simple_loss=0.4437, pruned_loss=0.221, over 2474383.52 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0762, over 20907.70 utterances.], libri_tot_loss[loss=0.3527, simple_loss=0.5249, pruned_loss=1.375, over 2359421.24 frames. utt_duration=1242 frames, utt_pad_proportion=0.06449, over 7607.69 utterances.], giga_tot_loss[loss=0.4026, simple_loss=0.4415, pruned_loss=0.2139, over 2475231.71 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07646, over 22242.99 utterances.], batch size: 39, lr: 2.35e-03
2022-08-20 04:15:26,101 INFO [train.py:927] (2/8) Epoch 1, batch 6450, giga_loss[loss=0.4323, simple_loss=0.4475, pruned_loss=0.2085, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02738, over 66.00 utterances.], tot_loss[loss=0.4226, simple_loss=0.4445, pruned_loss=0.2211, over 2474206.88 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07317, over 20607.28 utterances.], libri_tot_loss[loss=0.3585, simple_loss=0.5258, pruned_loss=1.36, over 2361047.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.0637, over 7605.56 utterances.], giga_tot_loss[loss=0.4078, simple_loss=0.4409, pruned_loss=0.2127, over 2474962.27 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07384, over 21838.91 utterances.], batch size: 66, lr: 2.35e-03
2022-08-20 04:17:09,249 INFO [train.py:927] (2/8) Epoch 1, batch 6500, giga_loss[loss=0.415, simple_loss=0.4376, pruned_loss=0.1962, over 12330.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03421, over 58.00 utterances.], tot_loss[loss=0.4275, simple_loss=0.4451, pruned_loss=0.2212, over 2473996.87 frames. utt_duration=484 frames, utt_pad_proportion=0.06982, over 20509.56 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.5242, pruned_loss=1.338, over 2362919.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.06273, over 7592.49 utterances.], giga_tot_loss[loss=0.4142, simple_loss=0.4422, pruned_loss=0.2132, over 2474929.60 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07086, over 21722.07 utterances.], batch size: 58, lr: 2.34e-03
2022-08-20 04:18:51,732 INFO [train.py:927] (2/8) Epoch 1, batch 6550, giga_loss[loss=0.4609, simple_loss=0.4706, pruned_loss=0.2256, over 12411.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04361, over 146.00 utterances.], tot_loss[loss=0.4315, simple_loss=0.447, pruned_loss=0.2205, over 2474565.89 frames. utt_duration=496 frames, utt_pad_proportion=0.07027, over 20016.69 utterances.], libri_tot_loss[loss=0.3664, simple_loss=0.525, pruned_loss=1.316, over 2365225.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.06285, over 7633.49 utterances.], giga_tot_loss[loss=0.4179, simple_loss=0.4425, pruned_loss=0.2126, over 2475220.67 frames. utt_duration=469 frames, utt_pad_proportion=0.07108, over 21176.36 utterances.], batch size: 146, lr: 2.34e-03
2022-08-20 04:20:35,214 INFO [train.py:927] (2/8) Epoch 1, batch 6600, giga_loss[loss=0.6016, simple_loss=0.5396, pruned_loss=0.3318, over 12385.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.434, simple_loss=0.447, pruned_loss=0.2203, over 2475098.87 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07701, over 20798.59 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.5232, pruned_loss=1.294, over 2367578.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06197, over 7640.72 utterances.], giga_tot_loss[loss=0.423, simple_loss=0.4436, pruned_loss=0.2138, over 2475458.57 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07767, over 21952.61 utterances.], batch size: 260, lr: 2.33e-03
2022-08-20 04:22:17,077 INFO [train.py:927] (2/8) Epoch 1, batch 6650, giga_loss[loss=0.5046, simple_loss=0.485, pruned_loss=0.2621, over 12442.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04357, over 134.00 utterances.], tot_loss[loss=0.4313, simple_loss=0.4447, pruned_loss=0.2166, over 2474466.43 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07746, over 20327.94 utterances.], libri_tot_loss[loss=0.3697, simple_loss=0.519, pruned_loss=1.249, over 2371603.12 frames. utt_duration=1239 frames, utt_pad_proportion=0.06061, over 7668.32 utterances.], giga_tot_loss[loss=0.4233, simple_loss=0.4428, pruned_loss=0.2122, over 2474926.66 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07871, over 21715.74 utterances.], batch size: 134, lr: 2.33e-03
2022-08-20 04:23:57,157 INFO [train.py:927] (2/8) Epoch 1, batch 6700, giga_loss[loss=0.4193, simple_loss=0.441, pruned_loss=0.1988, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04681, over 26.00 utterances.], tot_loss[loss=0.4355, simple_loss=0.4467, pruned_loss=0.2181, over 2474095.71 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07895, over 21089.32 utterances.], libri_tot_loss[loss=0.3702, simple_loss=0.5178, pruned_loss=1.238, over 2372640.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.06017, over 7655.65 utterances.], giga_tot_loss[loss=0.4294, simple_loss=0.4455, pruned_loss=0.2147, over 2474455.55 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08, over 22302.88 utterances.], batch size: 26, lr: 2.32e-03
2022-08-20 04:25:39,406 INFO [train.py:927] (2/8) Epoch 1, batch 6750, giga_loss[loss=0.4937, simple_loss=0.4973, pruned_loss=0.2451, over 12365.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06119, over 182.00 utterances.], tot_loss[loss=0.4563, simple_loss=0.4602, pruned_loss=0.2308, over 2473673.86 frames. utt_duration=466.8 frames, utt_pad_proportion=0.08161, over 21263.44 utterances.], libri_tot_loss[loss=0.3865, simple_loss=0.5254, pruned_loss=1.21, over 2376053.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.05868, over 7637.94 utterances.], giga_tot_loss[loss=0.4404, simple_loss=0.4513, pruned_loss=0.2213, over 2474028.82 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08288, over 22645.85 utterances.], batch size: 182, lr: 2.31e-03
2022-08-20 04:27:17,186 INFO [train.py:927] (2/8) Epoch 1, batch 6800, libri_loss[loss=0.4127, simple_loss=0.4063, pruned_loss=0.2096, over 12341.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006435, over 33.00 utterances.], tot_loss[loss=0.4491, simple_loss=0.4559, pruned_loss=0.2248, over 2474078.16 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08239, over 21513.47 utterances.], libri_tot_loss[loss=0.3869, simple_loss=0.5218, pruned_loss=1.179, over 2378778.15 frames. utt_duration=1253 frames, utt_pad_proportion=0.05738, over 7605.15 utterances.], giga_tot_loss[loss=0.4378, simple_loss=0.4502, pruned_loss=0.2179, over 2474503.66 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08387, over 23017.73 utterances.], batch size: 33, lr: 2.31e-03
2022-08-20 04:28:58,010 INFO [train.py:927] (2/8) Epoch 1, batch 6850, giga_loss[loss=0.459, simple_loss=0.4691, pruned_loss=0.2245, over 12362.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.4385, simple_loss=0.4486, pruned_loss=0.217, over 2474547.77 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07586, over 20616.48 utterances.], libri_tot_loss[loss=0.3868, simple_loss=0.5185, pruned_loss=1.153, over 2381200.59 frames. utt_duration=1255 frames, utt_pad_proportion=0.05632, over 7597.23 utterances.], giga_tot_loss[loss=0.4308, simple_loss=0.4452, pruned_loss=0.2123, over 2474834.14 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07798, over 22140.59 utterances.], batch size: 70, lr: 2.30e-03
2022-08-20 04:30:40,316 INFO [train.py:927] (2/8) Epoch 1, batch 6900, giga_loss[loss=0.3549, simple_loss=0.3914, pruned_loss=0.1592, over 12318.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03491, over 58.00 utterances.], tot_loss[loss=0.4381, simple_loss=0.4486, pruned_loss=0.216, over 2474215.17 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07872, over 21336.15 utterances.], libri_tot_loss[loss=0.387, simple_loss=0.5161, pruned_loss=1.134, over 2382910.14 frames. utt_duration=1245 frames, utt_pad_proportion=0.06035, over 7663.56 utterances.], giga_tot_loss[loss=0.4328, simple_loss=0.4468, pruned_loss=0.2127, over 2474573.94 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07916, over 22730.24 utterances.], batch size: 58, lr: 2.30e-03
2022-08-20 04:32:24,763 INFO [train.py:927] (2/8) Epoch 1, batch 6950, giga_loss[loss=0.3715, simple_loss=0.3989, pruned_loss=0.172, over 12295.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.04819, over 26.00 utterances.], tot_loss[loss=0.4375, simple_loss=0.4474, pruned_loss=0.2155, over 2474174.64 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07599, over 21171.76 utterances.], libri_tot_loss[loss=0.3887, simple_loss=0.5137, pruned_loss=1.106, over 2385206.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.05897, over 7633.95 utterances.], giga_tot_loss[loss=0.4331, simple_loss=0.4463, pruned_loss=0.2126, over 2474840.99 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07703, over 22667.88 utterances.], batch size: 26, lr: 2.29e-03
2022-08-20 04:34:09,247 INFO [train.py:927] (2/8) Epoch 1, batch 7000, giga_loss[loss=0.4102, simple_loss=0.4293, pruned_loss=0.1956, over 12457.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02899, over 80.00 utterances.], tot_loss[loss=0.4371, simple_loss=0.4472, pruned_loss=0.2148, over 2474083.43 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08117, over 21708.29 utterances.], libri_tot_loss[loss=0.3898, simple_loss=0.512, pruned_loss=1.083, over 2387341.24 frames. utt_duration=1255 frames, utt_pad_proportion=0.05784, over 7618.13 utterances.], giga_tot_loss[loss=0.4338, simple_loss=0.4463, pruned_loss=0.2127, over 2474675.15 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08214, over 23214.46 utterances.], batch size: 80, lr: 2.29e-03
2022-08-20 04:35:50,837 INFO [train.py:927] (2/8) Epoch 1, batch 7050, giga_loss[loss=0.4129, simple_loss=0.4432, pruned_loss=0.1913, over 12382.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04532, over 146.00 utterances.], tot_loss[loss=0.4339, simple_loss=0.4454, pruned_loss=0.2123, over 2474523.85 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08069, over 21952.50 utterances.], libri_tot_loss[loss=0.3912, simple_loss=0.5103, pruned_loss=1.066, over 2388915.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.0569, over 7602.88 utterances.], giga_tot_loss[loss=0.4309, simple_loss=0.445, pruned_loss=0.21, over 2475106.14 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08185, over 23401.71 utterances.], batch size: 146, lr: 2.28e-03
2022-08-20 04:37:30,613 INFO [train.py:927] (2/8) Epoch 1, batch 7100, giga_loss[loss=0.4742, simple_loss=0.4709, pruned_loss=0.2387, over 12448.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03698, over 105.00 utterances.], tot_loss[loss=0.4368, simple_loss=0.446, pruned_loss=0.2146, over 2475375.66 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07706, over 22383.30 utterances.], libri_tot_loss[loss=0.3965, simple_loss=0.5102, pruned_loss=1.061, over 2389882.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05651, over 7599.83 utterances.], giga_tot_loss[loss=0.4299, simple_loss=0.4452, pruned_loss=0.2086, over 2475738.99 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07833, over 23656.77 utterances.], batch size: 105, lr: 2.28e-03
2022-08-20 04:39:09,172 INFO [train.py:927] (2/8) Epoch 1, batch 7150, giga_loss[loss=0.4209, simple_loss=0.4261, pruned_loss=0.2079, over 12262.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.02875, over 39.00 utterances.], tot_loss[loss=0.4399, simple_loss=0.4472, pruned_loss=0.2169, over 2474962.93 frames. utt_duration=447 frames, utt_pad_proportion=0.07604, over 22222.03 utterances.], libri_tot_loss[loss=0.3991, simple_loss=0.5072, pruned_loss=1.028, over 2393003.18 frames. utt_duration=1263 frames, utt_pad_proportion=0.05485, over 7586.35 utterances.], giga_tot_loss[loss=0.4336, simple_loss=0.447, pruned_loss=0.2112, over 2475468.11 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07776, over 23785.73 utterances.], batch size: 39, lr: 2.27e-03
2022-08-20 04:40:52,867 INFO [train.py:927] (2/8) Epoch 1, batch 7200, giga_loss[loss=0.4159, simple_loss=0.4363, pruned_loss=0.1978, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05241, over 161.00 utterances.], tot_loss[loss=0.432, simple_loss=0.4423, pruned_loss=0.2113, over 2473989.54 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0745, over 21684.60 utterances.], libri_tot_loss[loss=0.3992, simple_loss=0.5055, pruned_loss=1.011, over 2394352.76 frames. utt_duration=1266 frames, utt_pad_proportion=0.05398, over 7576.76 utterances.], giga_tot_loss[loss=0.4276, simple_loss=0.4425, pruned_loss=0.2072, over 2474624.13 frames. utt_duration=428.1 frames, utt_pad_proportion=0.0764, over 23202.07 utterances.], batch size: 161, lr: 2.27e-03
2022-08-20 04:42:33,895 INFO [train.py:927] (2/8) Epoch 1, batch 7250, giga_loss[loss=0.4536, simple_loss=0.458, pruned_loss=0.2247, over 12417.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05573, over 162.00 utterances.], tot_loss[loss=0.4263, simple_loss=0.4412, pruned_loss=0.206, over 2474202.66 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07462, over 21299.97 utterances.], libri_tot_loss[loss=0.4014, simple_loss=0.5067, pruned_loss=0.9819, over 2397185.46 frames. utt_duration=1270 frames, utt_pad_proportion=0.05247, over 7561.90 utterances.], giga_tot_loss[loss=0.4216, simple_loss=0.438, pruned_loss=0.2033, over 2474626.08 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07676, over 22977.75 utterances.], batch size: 162, lr: 2.26e-03
2022-08-20 04:44:17,311 INFO [train.py:927] (2/8) Epoch 1, batch 7300, giga_loss[loss=0.3795, simple_loss=0.4029, pruned_loss=0.178, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03551, over 37.00 utterances.], tot_loss[loss=0.4253, simple_loss=0.4405, pruned_loss=0.2053, over 2474314.15 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07008, over 20658.80 utterances.], libri_tot_loss[loss=0.4052, simple_loss=0.5076, pruned_loss=0.9725, over 2398362.04 frames. utt_duration=1265 frames, utt_pad_proportion=0.05277, over 7591.35 utterances.], giga_tot_loss[loss=0.4185, simple_loss=0.4363, pruned_loss=0.2008, over 2474628.78 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07216, over 22136.22 utterances.], batch size: 37, lr: 2.26e-03
2022-08-20 04:45:53,906 INFO [train.py:927] (2/8) Epoch 1, batch 7350, giga_loss[loss=0.3828, simple_loss=0.4311, pruned_loss=0.1672, over 12359.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1751, over 356.00 utterances.], tot_loss[loss=0.4177, simple_loss=0.4375, pruned_loss=0.1992, over 2474729.50 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07321, over 21676.14 utterances.], libri_tot_loss[loss=0.4045, simple_loss=0.5018, pruned_loss=0.9293, over 2402398.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05108, over 7578.22 utterances.], giga_tot_loss[loss=0.4137, simple_loss=0.4359, pruned_loss=0.1962, over 2475062.93 frames. utt_duration=421.4 frames, utt_pad_proportion=0.07538, over 23575.53 utterances.], batch size: 356, lr: 2.25e-03
2022-08-20 04:47:35,631 INFO [train.py:927] (2/8) Epoch 1, batch 7400, giga_loss[loss=0.3559, simple_loss=0.41, pruned_loss=0.1509, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05444, over 162.00 utterances.], tot_loss[loss=0.4071, simple_loss=0.4321, pruned_loss=0.1912, over 2474863.10 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07192, over 22098.17 utterances.], libri_tot_loss[loss=0.4039, simple_loss=0.4989, pruned_loss=0.9066, over 2404225.78 frames. utt_duration=1275 frames, utt_pad_proportion=0.04991, over 7554.15 utterances.], giga_tot_loss[loss=0.4046, simple_loss=0.4316, pruned_loss=0.1892, over 2475408.49 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07419, over 24027.56 utterances.], batch size: 162, lr: 2.24e-03
2022-08-20 04:49:16,334 INFO [train.py:927] (2/8) Epoch 1, batch 7450, giga_loss[loss=0.3421, simple_loss=0.4108, pruned_loss=0.1367, over 12395.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03701, over 113.00 utterances.], tot_loss[loss=0.4016, simple_loss=0.4305, pruned_loss=0.1865, over 2475153.03 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07196, over 22365.41 utterances.], libri_tot_loss[loss=0.4078, simple_loss=0.4981, pruned_loss=0.8842, over 2406449.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.04878, over 7538.06 utterances.], giga_tot_loss[loss=0.3959, simple_loss=0.4285, pruned_loss=0.1819, over 2475804.11 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07436, over 24425.06 utterances.], batch size: 113, lr: 2.24e-03
2022-08-20 04:50:57,104 INFO [train.py:927] (2/8) Epoch 1, batch 7500, giga_loss[loss=0.3843, simple_loss=0.4393, pruned_loss=0.1646, over 12371.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07989, over 213.00 utterances.], tot_loss[loss=0.4021, simple_loss=0.4329, pruned_loss=0.1857, over 2475613.49 frames. utt_duration=440.6 frames, utt_pad_proportion=0.06903, over 22550.37 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4993, pruned_loss=0.8666, over 2408504.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.0478, over 7546.91 utterances.], giga_tot_loss[loss=0.393, simple_loss=0.4286, pruned_loss=0.1789, over 2476130.54 frames. utt_duration=404.2 frames, utt_pad_proportion=0.07162, over 24594.07 utterances.], batch size: 213, lr: 2.23e-03
2022-08-20 04:52:40,487 INFO [train.py:927] (2/8) Epoch 1, batch 7550, giga_loss[loss=0.3354, simple_loss=0.3872, pruned_loss=0.1418, over 12348.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02989, over 91.00 utterances.], tot_loss[loss=0.3906, simple_loss=0.426, pruned_loss=0.1777, over 2475378.22 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07351, over 23249.04 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4958, pruned_loss=0.8453, over 2410174.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.04672, over 7523.77 utterances.], giga_tot_loss[loss=0.3844, simple_loss=0.4238, pruned_loss=0.1727, over 2476072.79 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07568, over 25342.19 utterances.], batch size: 91, lr: 2.23e-03
2022-08-20 04:54:22,992 INFO [train.py:927] (2/8) Epoch 1, batch 7600, giga_loss[loss=0.3927, simple_loss=0.4383, pruned_loss=0.1736, over 12432.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03781, over 133.00 utterances.], tot_loss[loss=0.3841, simple_loss=0.4228, pruned_loss=0.1728, over 2476038.89 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0725, over 24012.85 utterances.], libri_tot_loss[loss=0.4106, simple_loss=0.4947, pruned_loss=0.8384, over 2410822.05 frames. utt_duration=1286 frames, utt_pad_proportion=0.0464, over 7509.57 utterances.], giga_tot_loss[loss=0.3794, simple_loss=0.4214, pruned_loss=0.1689, over 2476604.12 frames. utt_duration=385.2 frames, utt_pad_proportion=0.07438, over 25814.52 utterances.], batch size: 133, lr: 2.22e-03
2022-08-20 04:56:04,372 INFO [train.py:927] (2/8) Epoch 1, batch 7650, giga_loss[loss=0.3178, simple_loss=0.3783, pruned_loss=0.1286, over 12330.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03309, over 51.00 utterances.], tot_loss[loss=0.3751, simple_loss=0.418, pruned_loss=0.1662, over 2476340.77 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06849, over 23213.29 utterances.], libri_tot_loss[loss=0.4096, simple_loss=0.4921, pruned_loss=0.8148, over 2412980.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.04555, over 7512.29 utterances.], giga_tot_loss[loss=0.3713, simple_loss=0.4168, pruned_loss=0.163, over 2476884.71 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07076, over 25169.85 utterances.], batch size: 51, lr: 2.22e-03
2022-08-20 04:57:46,301 INFO [train.py:927] (2/8) Epoch 1, batch 7700, giga_loss[loss=0.357, simple_loss=0.3702, pruned_loss=0.1719, over 12214.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.02974, over 36.00 utterances.], tot_loss[loss=0.366, simple_loss=0.4121, pruned_loss=0.16, over 2476553.24 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06689, over 22892.52 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4915, pruned_loss=0.805, over 2413842.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.0451, over 7491.68 utterances.], giga_tot_loss[loss=0.3625, simple_loss=0.4106, pruned_loss=0.1573, over 2477040.88 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06902, over 24661.45 utterances.], batch size: 36, lr: 2.21e-03
2022-08-20 04:59:31,698 INFO [train.py:927] (2/8) Epoch 1, batch 7750, libri_loss[loss=0.2949, simple_loss=0.3558, pruned_loss=0.117, over 12192.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005339, over 33.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.4078, pruned_loss=0.1568, over 2476049.60 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06485, over 22459.37 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.4879, pruned_loss=0.7796, over 2415722.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.04387, over 7476.27 utterances.], giga_tot_loss[loss=0.3576, simple_loss=0.4069, pruned_loss=0.1542, over 2476994.58 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06731, over 24468.64 utterances.], batch size: 33, lr: 2.21e-03
2022-08-20 05:01:23,731 INFO [train.py:927] (2/8) Epoch 1, batch 7800, giga_loss[loss=0.3577, simple_loss=0.4275, pruned_loss=0.144, over 12404.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05859, over 182.00 utterances.], tot_loss[loss=0.3624, simple_loss=0.4106, pruned_loss=0.1572, over 2476685.81 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06355, over 23261.14 utterances.], libri_tot_loss[loss=0.4077, simple_loss=0.4867, pruned_loss=0.7706, over 2416695.37 frames. utt_duration=1296 frames, utt_pad_proportion=0.04335, over 7465.20 utterances.], giga_tot_loss[loss=0.3596, simple_loss=0.4099, pruned_loss=0.1547, over 2477357.77 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06575, over 25067.12 utterances.], batch size: 182, lr: 2.20e-03
2022-08-20 05:03:34,842 INFO [train.py:927] (2/8) Epoch 1, batch 7850, giga_loss[loss=0.3279, simple_loss=0.3852, pruned_loss=0.1353, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.02941, over 85.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.4087, pruned_loss=0.1559, over 2476165.91 frames. utt_duration=432 frames, utt_pad_proportion=0.06218, over 22999.70 utterances.], libri_tot_loss[loss=0.4083, simple_loss=0.4856, pruned_loss=0.7625, over 2417335.83 frames. utt_duration=1294 frames, utt_pad_proportion=0.04404, over 7480.19 utterances.], giga_tot_loss[loss=0.3568, simple_loss=0.4081, pruned_loss=0.1528, over 2476928.65 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06394, over 24628.85 utterances.], batch size: 85, lr: 2.20e-03
2022-08-20 05:05:34,084 INFO [train.py:927] (2/8) Epoch 1, batch 7900, giga_loss[loss=0.3287, simple_loss=0.3874, pruned_loss=0.1349, over 12357.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0304, over 85.00 utterances.], tot_loss[loss=0.3531, simple_loss=0.405, pruned_loss=0.1507, over 2476679.18 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06531, over 23746.65 utterances.], libri_tot_loss[loss=0.4071, simple_loss=0.483, pruned_loss=0.7445, over 2418952.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04308, over 7459.10 utterances.], giga_tot_loss[loss=0.35, simple_loss=0.4046, pruned_loss=0.1478, over 2477429.12 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06683, over 25481.83 utterances.], batch size: 85, lr: 2.19e-03
2022-08-20 05:07:44,280 INFO [train.py:927] (2/8) Epoch 1, batch 7950, giga_loss[loss=0.3711, simple_loss=0.4239, pruned_loss=0.1592, over 12387.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06418, over 212.00 utterances.], tot_loss[loss=0.3515, simple_loss=0.4046, pruned_loss=0.1492, over 2476542.31 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06714, over 24330.72 utterances.], libri_tot_loss[loss=0.4078, simple_loss=0.4837, pruned_loss=0.7333, over 2419666.45 frames. utt_duration=1302 frames, utt_pad_proportion=0.04249, over 7444.02 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.4024, pruned_loss=0.1463, over 2477509.35 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06846, over 26006.46 utterances.], batch size: 212, lr: 2.19e-03
2022-08-20 05:09:36,526 INFO [train.py:927] (2/8) Epoch 1, batch 8000, giga_loss[loss=0.3329, simple_loss=0.388, pruned_loss=0.1389, over 12347.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03298, over 62.00 utterances.], tot_loss[loss=0.3553, simple_loss=0.4034, pruned_loss=0.1536, over 2476908.54 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06497, over 23925.59 utterances.], libri_tot_loss[loss=0.4153, simple_loss=0.4843, pruned_loss=0.7261, over 2420907.35 frames. utt_duration=1304 frames, utt_pad_proportion=0.04182, over 7434.86 utterances.], giga_tot_loss[loss=0.3438, simple_loss=0.3991, pruned_loss=0.1442, over 2477829.45 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06651, over 25650.47 utterances.], batch size: 62, lr: 2.18e-03
2022-08-20 05:11:59,205 INFO [train.py:927] (2/8) Epoch 1, batch 8050, giga_loss[loss=0.3093, simple_loss=0.3664, pruned_loss=0.1261, over 12451.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03539, over 98.00 utterances.], tot_loss[loss=0.3595, simple_loss=0.4043, pruned_loss=0.1574, over 2476528.85 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06524, over 23698.81 utterances.], libri_tot_loss[loss=0.4216, simple_loss=0.4856, pruned_loss=0.7178, over 2422129.53 frames. utt_duration=1292 frames, utt_pad_proportion=0.04586, over 7509.49 utterances.], giga_tot_loss[loss=0.3437, simple_loss=0.398, pruned_loss=0.1447, over 2477412.32 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06566, over 25378.04 utterances.], batch size: 98, lr: 2.18e-03
2022-08-20 05:13:59,957 INFO [train.py:927] (2/8) Epoch 1, batch 8100, giga_loss[loss=0.3261, simple_loss=0.377, pruned_loss=0.1376, over 12371.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04641, over 146.00 utterances.], tot_loss[loss=0.352, simple_loss=0.3973, pruned_loss=0.1533, over 2477295.94 frames. utt_duration=417 frames, utt_pad_proportion=0.06481, over 23836.99 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4849, pruned_loss=0.7078, over 2423191.04 frames. utt_duration=1278 frames, utt_pad_proportion=0.05029, over 7590.33 utterances.], giga_tot_loss[loss=0.3378, simple_loss=0.3914, pruned_loss=0.1421, over 2478009.37 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06397, over 25375.65 utterances.], batch size: 146, lr: 2.17e-03
2022-08-20 05:16:00,097 INFO [train.py:927] (2/8) Epoch 1, batch 8150, giga_loss[loss=0.3362, simple_loss=0.3936, pruned_loss=0.1394, over 12409.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.02927, over 122.00 utterances.], tot_loss[loss=0.3471, simple_loss=0.3947, pruned_loss=0.1498, over 2477884.47 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06574, over 24279.84 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4826, pruned_loss=0.6942, over 2424386.16 frames. utt_duration=1283 frames, utt_pad_proportion=0.04952, over 7568.74 utterances.], giga_tot_loss[loss=0.3354, simple_loss=0.39, pruned_loss=0.1404, over 2478591.51 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06531, over 25912.15 utterances.], batch size: 122, lr: 2.17e-03
2022-08-20 05:18:06,364 INFO [train.py:927] (2/8) Epoch 1, batch 8200, giga_loss[loss=0.2895, simple_loss=0.3561, pruned_loss=0.1115, over 12363.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.3404, simple_loss=0.3909, pruned_loss=0.1449, over 2477675.83 frames. utt_duration=410 frames, utt_pad_proportion=0.06391, over 24246.63 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4831, pruned_loss=0.6919, over 2424534.23 frames. utt_duration=1283 frames, utt_pad_proportion=0.04932, over 7567.90 utterances.], giga_tot_loss[loss=0.3304, simple_loss=0.3865, pruned_loss=0.1372, over 2478339.50 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06375, over 25604.55 utterances.], batch size: 91, lr: 2.16e-03
2022-08-20 05:20:09,789 INFO [train.py:927] (2/8) Epoch 1, batch 8250, giga_loss[loss=0.3022, simple_loss=0.357, pruned_loss=0.1236, over 12353.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03335, over 97.00 utterances.], tot_loss[loss=0.3426, simple_loss=0.3915, pruned_loss=0.1468, over 2478330.97 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06418, over 24316.44 utterances.], libri_tot_loss[loss=0.4247, simple_loss=0.4847, pruned_loss=0.6841, over 2425567.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.04876, over 7560.65 utterances.], giga_tot_loss[loss=0.3302, simple_loss=0.3849, pruned_loss=0.1378, over 2478886.04 frames. utt_duration=387 frames, utt_pad_proportion=0.06424, over 25702.98 utterances.], batch size: 97, lr: 2.16e-03
2022-08-20 05:22:42,954 INFO [train.py:927] (2/8) Epoch 1, batch 8300, giga_loss[loss=0.2414, simple_loss=0.3166, pruned_loss=0.08307, over 12359.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03343, over 104.00 utterances.], tot_loss[loss=0.3401, simple_loss=0.3884, pruned_loss=0.1459, over 2478163.63 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06047, over 23766.44 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4826, pruned_loss=0.6712, over 2426552.84 frames. utt_duration=1289 frames, utt_pad_proportion=0.04784, over 7539.89 utterances.], giga_tot_loss[loss=0.3295, simple_loss=0.3829, pruned_loss=0.1381, over 2478889.90 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06104, over 25247.88 utterances.], batch size: 104, lr: 2.16e-03
2022-08-20 05:24:51,245 INFO [train.py:927] (2/8) Epoch 1, batch 8350, giga_loss[loss=0.3456, simple_loss=0.3893, pruned_loss=0.1509, over 12403.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04413, over 146.00 utterances.], tot_loss[loss=0.3324, simple_loss=0.3819, pruned_loss=0.1414, over 2477624.18 frames. utt_duration=433.6 frames, utt_pad_proportion=0.05881, over 22921.21 utterances.], libri_tot_loss[loss=0.4215, simple_loss=0.4799, pruned_loss=0.6559, over 2427755.75 frames. utt_duration=1293 frames, utt_pad_proportion=0.04693, over 7520.78 utterances.], giga_tot_loss[loss=0.3233, simple_loss=0.3773, pruned_loss=0.1347, over 2478514.89 frames. utt_duration=404.9 frames, utt_pad_proportion=0.05972, over 24556.48 utterances.], batch size: 146, lr: 2.15e-03
2022-08-20 05:26:52,799 INFO [train.py:927] (2/8) Epoch 1, batch 8400, giga_loss[loss=0.3192, simple_loss=0.3821, pruned_loss=0.1282, over 12456.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05111, over 162.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3798, pruned_loss=0.1407, over 2477832.13 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06122, over 23267.66 utterances.], libri_tot_loss[loss=0.4193, simple_loss=0.4774, pruned_loss=0.6431, over 2428907.92 frames. utt_duration=1296 frames, utt_pad_proportion=0.0461, over 7505.09 utterances.], giga_tot_loss[loss=0.3232, simple_loss=0.3762, pruned_loss=0.1351, over 2478605.48 frames. utt_duration=399 frames, utt_pad_proportion=0.06207, over 24920.91 utterances.], batch size: 162, lr: 2.15e-03
2022-08-20 05:28:56,434 INFO [train.py:927] (2/8) Epoch 1, batch 8450, giga_loss[loss=0.3213, simple_loss=0.3715, pruned_loss=0.1356, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3807, pruned_loss=0.1409, over 2477707.35 frames. utt_duration=435 frames, utt_pad_proportion=0.05989, over 22846.80 utterances.], libri_tot_loss[loss=0.4203, simple_loss=0.4781, pruned_loss=0.6343, over 2429934.75 frames. utt_duration=1296 frames, utt_pad_proportion=0.04537, over 7510.94 utterances.], giga_tot_loss[loss=0.323, simple_loss=0.3754, pruned_loss=0.1353, over 2478272.11 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06093, over 24420.68 utterances.], batch size: 91, lr: 2.14e-03
2022-08-20 05:31:01,794 INFO [train.py:927] (2/8) Epoch 1, batch 8500, giga_loss[loss=0.3295, simple_loss=0.3772, pruned_loss=0.1409, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04388, over 31.00 utterances.], tot_loss[loss=0.335, simple_loss=0.3803, pruned_loss=0.1448, over 2477770.95 frames. utt_duration=446.3 frames, utt_pad_proportion=0.05837, over 22264.66 utterances.], libri_tot_loss[loss=0.4238, simple_loss=0.4776, pruned_loss=0.6312, over 2430737.87 frames. utt_duration=1298 frames, utt_pad_proportion=0.04486, over 7499.34 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3753, pruned_loss=0.1363, over 2478133.15 frames. utt_duration=418.9 frames, utt_pad_proportion=0.05951, over 23728.45 utterances.], batch size: 31, lr: 2.14e-03
2022-08-20 05:33:19,382 INFO [train.py:927] (2/8) Epoch 1, batch 8550, giga_loss[loss=0.3361, simple_loss=0.3801, pruned_loss=0.146, over 12346.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.3351, simple_loss=0.3807, pruned_loss=0.1448, over 2477397.24 frames. utt_duration=432.3 frames, utt_pad_proportion=0.05969, over 22986.10 utterances.], libri_tot_loss[loss=0.4232, simple_loss=0.4764, pruned_loss=0.6245, over 2430977.18 frames. utt_duration=1301 frames, utt_pad_proportion=0.04446, over 7483.95 utterances.], giga_tot_loss[loss=0.3257, simple_loss=0.3764, pruned_loss=0.1375, over 2478102.47 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06066, over 24355.69 utterances.], batch size: 91, lr: 2.13e-03
2022-08-20 05:35:33,504 INFO [train.py:927] (2/8) Epoch 1, batch 8600, giga_loss[loss=0.3369, simple_loss=0.3859, pruned_loss=0.144, over 12450.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03713, over 133.00 utterances.], tot_loss[loss=0.331, simple_loss=0.3769, pruned_loss=0.1426, over 2477256.69 frames. utt_duration=427.4 frames, utt_pad_proportion=0.05918, over 23250.64 utterances.], libri_tot_loss[loss=0.4234, simple_loss=0.4761, pruned_loss=0.6182, over 2431230.02 frames. utt_duration=1303 frames, utt_pad_proportion=0.04394, over 7470.76 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.3725, pruned_loss=0.136, over 2478219.67 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06017, over 24564.61 utterances.], batch size: 133, lr: 2.13e-03
2022-08-20 05:37:28,167 INFO [train.py:927] (2/8) Epoch 1, batch 8650, giga_loss[loss=0.3247, simple_loss=0.376, pruned_loss=0.1367, over 12428.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04935, over 161.00 utterances.], tot_loss[loss=0.332, simple_loss=0.3797, pruned_loss=0.1421, over 2477067.13 frames. utt_duration=428 frames, utt_pad_proportion=0.06191, over 23216.61 utterances.], libri_tot_loss[loss=0.4278, simple_loss=0.4809, pruned_loss=0.6051, over 2432337.72 frames. utt_duration=1289 frames, utt_pad_proportion=0.04887, over 7557.79 utterances.], giga_tot_loss[loss=0.3181, simple_loss=0.3688, pruned_loss=0.1337, over 2478266.78 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06131, over 24661.94 utterances.], batch size: 161, lr: 2.12e-03
2022-08-20 05:39:26,016 INFO [train.py:927] (2/8) Epoch 1, batch 8700, giga_loss[loss=0.2719, simple_loss=0.3302, pruned_loss=0.1068, over 12419.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07771, over 213.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3778, pruned_loss=0.1403, over 2477556.52 frames. utt_duration=429.3 frames, utt_pad_proportion=0.05964, over 23150.02 utterances.], libri_tot_loss[loss=0.4273, simple_loss=0.48, pruned_loss=0.5945, over 2433371.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05244, over 7625.68 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3677, pruned_loss=0.1328, over 2478608.34 frames. utt_duration=404.3 frames, utt_pad_proportion=0.05848, over 24594.35 utterances.], batch size: 213, lr: 2.12e-03
2022-08-20 05:41:31,763 INFO [train.py:927] (2/8) Epoch 1, batch 8750, giga_loss[loss=0.2772, simple_loss=0.3382, pruned_loss=0.1081, over 12409.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05851, over 182.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3723, pruned_loss=0.1356, over 2477583.76 frames. utt_duration=433.8 frames, utt_pad_proportion=0.05748, over 22907.56 utterances.], libri_tot_loss[loss=0.4263, simple_loss=0.4785, pruned_loss=0.586, over 2434091.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.05166, over 7616.17 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3639, pruned_loss=0.129, over 2478563.50 frames. utt_duration=408.7 frames, utt_pad_proportion=0.05691, over 24330.38 utterances.], batch size: 182, lr: 2.11e-03
2022-08-20 05:43:48,610 INFO [train.py:927] (2/8) Epoch 1, batch 8800, giga_loss[loss=0.2718, simple_loss=0.3302, pruned_loss=0.1067, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04121, over 31.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.3687, pruned_loss=0.1334, over 2477675.87 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06489, over 23101.23 utterances.], libri_tot_loss[loss=0.4236, simple_loss=0.4751, pruned_loss=0.5692, over 2435489.17 frames. utt_duration=1282 frames, utt_pad_proportion=0.05112, over 7608.94 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.361, pruned_loss=0.1271, over 2478746.40 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06426, over 24802.02 utterances.], batch size: 31, lr: 2.11e-03
2022-08-20 05:45:50,731 INFO [train.py:927] (2/8) Epoch 1, batch 8850, giga_loss[loss=0.3482, simple_loss=0.3922, pruned_loss=0.1521, over 12470.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03061, over 98.00 utterances.], tot_loss[loss=0.3243, simple_loss=0.3735, pruned_loss=0.1375, over 2477612.90 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06332, over 23128.29 utterances.], libri_tot_loss[loss=0.4278, simple_loss=0.4781, pruned_loss=0.5642, over 2435817.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.05043, over 7578.02 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3624, pruned_loss=0.1289, over 2478970.84 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06316, over 24792.08 utterances.], batch size: 98, lr: 2.10e-03
2022-08-20 05:47:49,904 INFO [train.py:927] (2/8) Epoch 1, batch 8900, giga_loss[loss=0.339, simple_loss=0.3833, pruned_loss=0.1473, over 12417.00 frames. utt_duration=371.9 frames, utt_pad_proportion=0.0464, over 134.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3799, pruned_loss=0.1414, over 2477743.40 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06075, over 23208.46 utterances.], libri_tot_loss[loss=0.433, simple_loss=0.4821, pruned_loss=0.5581, over 2436295.02 frames. utt_duration=1291 frames, utt_pad_proportion=0.04943, over 7558.75 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3651, pruned_loss=0.1306, over 2479360.69 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06114, over 24912.98 utterances.], batch size: 134, lr: 2.10e-03
2022-08-20 05:49:51,445 INFO [train.py:927] (2/8) Epoch 1, batch 8950, giga_loss[loss=0.2953, simple_loss=0.3609, pruned_loss=0.1148, over 12398.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04603, over 161.00 utterances.], tot_loss[loss=0.3298, simple_loss=0.3794, pruned_loss=0.1402, over 2477278.25 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06477, over 23588.39 utterances.], libri_tot_loss[loss=0.4312, simple_loss=0.4796, pruned_loss=0.5447, over 2437083.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.04923, over 7568.57 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3666, pruned_loss=0.1304, over 2479137.47 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06504, over 25429.36 utterances.], batch size: 161, lr: 2.10e-03
2022-08-20 05:51:47,635 INFO [train.py:927] (2/8) Epoch 1, batch 9000, giga_loss[loss=0.2775, simple_loss=0.3395, pruned_loss=0.1078, over 12445.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03569, over 98.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.3767, pruned_loss=0.1385, over 2478209.27 frames. utt_duration=409.7 frames, utt_pad_proportion=0.0652, over 24267.70 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.4759, pruned_loss=0.5307, over 2438546.39 frames. utt_duration=1294 frames, utt_pad_proportion=0.04795, over 7548.75 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3666, pruned_loss=0.1305, over 2479649.07 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06586, over 26284.69 utterances.], batch size: 98, lr: 2.09e-03
2022-08-20 05:51:47,636 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 05:52:01,406 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.2825, simple_loss=0.3639, pruned_loss=0.1005, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 05:54:06,331 INFO [train.py:927] (2/8) Epoch 1, batch 9050, giga_loss[loss=0.3155, simple_loss=0.3677, pruned_loss=0.1317, over 12405.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03376, over 122.00 utterances.], tot_loss[loss=0.3203, simple_loss=0.3715, pruned_loss=0.1345, over 2477837.00 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06432, over 24025.85 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4736, pruned_loss=0.5213, over 2439255.00 frames. utt_duration=1293 frames, utt_pad_proportion=0.04795, over 7557.60 utterances.], giga_tot_loss[loss=0.3093, simple_loss=0.3632, pruned_loss=0.1277, over 2479239.82 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06506, over 26016.70 utterances.], batch size: 122, lr: 2.09e-03
2022-08-20 05:56:06,531 INFO [train.py:927] (2/8) Epoch 1, batch 9100, giga_loss[loss=0.3244, simple_loss=0.38, pruned_loss=0.1344, over 12341.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.0306, over 91.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3681, pruned_loss=0.1326, over 2476989.16 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06668, over 24037.57 utterances.], libri_tot_loss[loss=0.4249, simple_loss=0.4726, pruned_loss=0.5127, over 2439922.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.0517, over 7639.65 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.36, pruned_loss=0.126, over 2478349.62 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06618, over 25917.39 utterances.], batch size: 91, lr: 2.08e-03
2022-08-20 05:58:13,869 INFO [train.py:927] (2/8) Epoch 1, batch 9150, giga_loss[loss=0.2392, simple_loss=0.3173, pruned_loss=0.08052, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02818, over 48.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3676, pruned_loss=0.1317, over 2476809.52 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06933, over 24071.36 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4689, pruned_loss=0.4982, over 2441031.01 frames. utt_duration=1282 frames, utt_pad_proportion=0.05107, over 7628.10 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3606, pruned_loss=0.1259, over 2478235.40 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06913, over 26202.94 utterances.], batch size: 48, lr: 2.08e-03
2022-08-20 06:00:14,878 INFO [train.py:927] (2/8) Epoch 1, batch 9200, giga_loss[loss=0.3459, simple_loss=0.3991, pruned_loss=0.1463, over 12437.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04804, over 147.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3725, pruned_loss=0.1357, over 2477146.74 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06752, over 24865.03 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.4691, pruned_loss=0.4925, over 2441499.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.05061, over 7630.62 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.365, pruned_loss=0.1296, over 2478501.12 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06769, over 26858.34 utterances.], batch size: 147, lr: 2.07e-03
2022-08-20 06:02:20,184 INFO [train.py:927] (2/8) Epoch 1, batch 9250, libri_loss[loss=0.6308, simple_loss=0.4022, pruned_loss=0.4297, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009581, over 30.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3778, pruned_loss=0.1406, over 2477402.19 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06769, over 24921.62 utterances.], libri_tot_loss[loss=0.426, simple_loss=0.4705, pruned_loss=0.4897, over 2442008.48 frames. utt_duration=1280 frames, utt_pad_proportion=0.05072, over 7637.68 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3689, pruned_loss=0.1318, over 2478667.91 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06792, over 26825.57 utterances.], batch size: 30, lr: 2.07e-03
2022-08-20 06:04:32,872 INFO [train.py:927] (2/8) Epoch 1, batch 9300, giga_loss[loss=0.3349, simple_loss=0.3793, pruned_loss=0.1452, over 12386.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.3786, pruned_loss=0.1418, over 2478083.30 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06948, over 25091.97 utterances.], libri_tot_loss[loss=0.4287, simple_loss=0.4719, pruned_loss=0.4856, over 2442934.97 frames. utt_duration=1281 frames, utt_pad_proportion=0.04989, over 7636.96 utterances.], giga_tot_loss[loss=0.3163, simple_loss=0.3685, pruned_loss=0.1321, over 2478889.60 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06986, over 26926.03 utterances.], batch size: 146, lr: 2.06e-03
2022-08-20 06:06:34,281 INFO [train.py:927] (2/8) Epoch 1, batch 9350, giga_loss[loss=0.3101, simple_loss=0.3626, pruned_loss=0.1288, over 12371.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02759, over 85.00 utterances.], tot_loss[loss=0.3271, simple_loss=0.3759, pruned_loss=0.1391, over 2477919.60 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07041, over 25150.01 utterances.], libri_tot_loss[loss=0.4257, simple_loss=0.4693, pruned_loss=0.4722, over 2444192.79 frames. utt_duration=1286 frames, utt_pad_proportion=0.04862, over 7609.10 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3666, pruned_loss=0.1309, over 2478690.64 frames. utt_duration=364.1 frames, utt_pad_proportion=0.0712, over 27320.84 utterances.], batch size: 85, lr: 2.06e-03
2022-08-20 06:08:41,468 INFO [train.py:927] (2/8) Epoch 1, batch 9400, giga_loss[loss=0.3235, simple_loss=0.3675, pruned_loss=0.1397, over 12414.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05844, over 182.00 utterances.], tot_loss[loss=0.323, simple_loss=0.373, pruned_loss=0.1365, over 2477900.13 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06731, over 25122.58 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4695, pruned_loss=0.4692, over 2444424.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.04829, over 7612.98 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3646, pruned_loss=0.1297, over 2478606.21 frames. utt_duration=368.5 frames, utt_pad_proportion=0.06827, over 26990.14 utterances.], batch size: 182, lr: 2.06e-03
2022-08-20 06:10:46,841 INFO [train.py:927] (2/8) Epoch 1, batch 9450, giga_loss[loss=0.3221, simple_loss=0.3689, pruned_loss=0.1377, over 12426.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05742, over 182.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3706, pruned_loss=0.1321, over 2478046.62 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06385, over 24645.23 utterances.], libri_tot_loss[loss=0.4245, simple_loss=0.4692, pruned_loss=0.4627, over 2444940.81 frames. utt_duration=1289 frames, utt_pad_proportion=0.04756, over 7594.85 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3627, pruned_loss=0.1265, over 2478727.99 frames. utt_duration=376.3 frames, utt_pad_proportion=0.0651, over 26431.81 utterances.], batch size: 182, lr: 2.05e-03
2022-08-20 06:12:38,901 INFO [train.py:927] (2/8) Epoch 1, batch 9500, giga_loss[loss=0.2778, simple_loss=0.3533, pruned_loss=0.1011, over 12429.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05687, over 182.00 utterances.], tot_loss[loss=0.3185, simple_loss=0.3757, pruned_loss=0.1307, over 2477972.85 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06635, over 24268.63 utterances.], libri_tot_loss[loss=0.4251, simple_loss=0.4717, pruned_loss=0.4525, over 2445774.36 frames. utt_duration=1284 frames, utt_pad_proportion=0.05184, over 7630.45 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3637, pruned_loss=0.1249, over 2478820.45 frames. utt_duration=380 frames, utt_pad_proportion=0.06624, over 26176.75 utterances.], batch size: 182, lr: 2.05e-03
2022-08-20 06:14:49,645 INFO [train.py:927] (2/8) Epoch 1, batch 9550, giga_loss[loss=0.2863, simple_loss=0.3589, pruned_loss=0.1068, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0368, over 113.00 utterances.], tot_loss[loss=0.3174, simple_loss=0.3748, pruned_loss=0.13, over 2478067.58 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06701, over 24284.08 utterances.], libri_tot_loss[loss=0.4249, simple_loss=0.4713, pruned_loss=0.4472, over 2446354.65 frames. utt_duration=1282 frames, utt_pad_proportion=0.05136, over 7640.78 utterances.], giga_tot_loss[loss=0.3064, simple_loss=0.364, pruned_loss=0.1244, over 2478793.58 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06708, over 26076.98 utterances.], batch size: 113, lr: 2.04e-03
2022-08-20 06:17:05,733 INFO [train.py:927] (2/8) Epoch 1, batch 9600, giga_loss[loss=0.318, simple_loss=0.375, pruned_loss=0.1305, over 12431.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02996, over 122.00 utterances.], tot_loss[loss=0.3161, simple_loss=0.3729, pruned_loss=0.1296, over 2477343.99 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06455, over 23988.43 utterances.], libri_tot_loss[loss=0.4229, simple_loss=0.4685, pruned_loss=0.4377, over 2446635.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.05011, over 7601.03 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3637, pruned_loss=0.1239, over 2478655.48 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06523, over 25982.12 utterances.], batch size: 122, lr: 2.04e-03
2022-08-20 06:19:22,736 INFO [train.py:927] (2/8) Epoch 1, batch 9650, giga_loss[loss=0.2905, simple_loss=0.3645, pruned_loss=0.1083, over 12386.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3725, pruned_loss=0.1293, over 2478137.47 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06372, over 24169.37 utterances.], libri_tot_loss[loss=0.4204, simple_loss=0.4656, pruned_loss=0.4292, over 2447504.18 frames. utt_duration=1293 frames, utt_pad_proportion=0.04899, over 7583.24 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.365, pruned_loss=0.124, over 2479219.52 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06469, over 26222.88 utterances.], batch size: 62, lr: 2.03e-03
2022-08-20 06:21:45,453 INFO [train.py:927] (2/8) Epoch 1, batch 9700, giga_loss[loss=0.323, simple_loss=0.3708, pruned_loss=0.1376, over 12424.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.02764, over 80.00 utterances.], tot_loss[loss=0.3158, simple_loss=0.3726, pruned_loss=0.1295, over 2477885.90 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06063, over 23712.55 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.465, pruned_loss=0.4264, over 2447771.36 frames. utt_duration=1295 frames, utt_pad_proportion=0.04863, over 7571.44 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3664, pruned_loss=0.1253, over 2478771.85 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06176, over 25481.29 utterances.], batch size: 80, lr: 2.03e-03
2022-08-20 06:23:58,852 INFO [train.py:927] (2/8) Epoch 1, batch 9750, giga_loss[loss=0.2983, simple_loss=0.3694, pruned_loss=0.1137, over 12381.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04578, over 146.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3719, pruned_loss=0.1278, over 2477342.38 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06016, over 22681.45 utterances.], libri_tot_loss[loss=0.421, simple_loss=0.4663, pruned_loss=0.4175, over 2448537.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.05201, over 7644.56 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3628, pruned_loss=0.1219, over 2478443.40 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06042, over 24593.06 utterances.], batch size: 146, lr: 2.03e-03
2022-08-20 06:26:00,487 INFO [train.py:927] (2/8) Epoch 1, batch 9800, giga_loss[loss=0.2905, simple_loss=0.3571, pruned_loss=0.112, over 12416.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03971, over 133.00 utterances.], tot_loss[loss=0.3091, simple_loss=0.3684, pruned_loss=0.125, over 2477833.01 frames. utt_duration=439.7 frames, utt_pad_proportion=0.06125, over 22602.75 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4638, pruned_loss=0.4083, over 2449391.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.05117, over 7656.57 utterances.], giga_tot_loss[loss=0.2994, simple_loss=0.3602, pruned_loss=0.1193, over 2478868.66 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06176, over 24627.39 utterances.], batch size: 133, lr: 2.02e-03
2022-08-20 06:27:55,584 INFO [train.py:927] (2/8) Epoch 1, batch 9850, giga_loss[loss=0.2864, simple_loss=0.3322, pruned_loss=0.1203, over 12386.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1719, over 355.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3702, pruned_loss=0.1269, over 2478377.13 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06331, over 23385.07 utterances.], libri_tot_loss[loss=0.4163, simple_loss=0.4616, pruned_loss=0.4017, over 2450089.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.05018, over 7635.42 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.3635, pruned_loss=0.122, over 2479233.43 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06386, over 25347.61 utterances.], batch size: 355, lr: 2.02e-03
2022-08-20 06:29:45,054 INFO [train.py:927] (2/8) Epoch 1, batch 9900, giga_loss[loss=0.2914, simple_loss=0.3444, pruned_loss=0.1192, over 12424.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.0574, over 182.00 utterances.], tot_loss[loss=0.3097, simple_loss=0.3667, pruned_loss=0.1263, over 2478688.29 frames. utt_duration=409.5 frames, utt_pad_proportion=0.0666, over 24280.53 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4595, pruned_loss=0.3955, over 2450533.75 frames. utt_duration=1288 frames, utt_pad_proportion=0.04929, over 7619.70 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3611, pruned_loss=0.1218, over 2479613.91 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06714, over 26220.77 utterances.], batch size: 182, lr: 2.01e-03
2022-08-20 06:31:40,505 INFO [train.py:927] (2/8) Epoch 1, batch 9950, giga_loss[loss=0.4293, simple_loss=0.4543, pruned_loss=0.2022, over 12407.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02795, over 58.00 utterances.], tot_loss[loss=0.3135, simple_loss=0.3687, pruned_loss=0.1292, over 2478346.97 frames. utt_duration=408.1 frames, utt_pad_proportion=0.0676, over 24365.40 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4585, pruned_loss=0.3924, over 2450755.86 frames. utt_duration=1290 frames, utt_pad_proportion=0.04874, over 7608.51 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3639, pruned_loss=0.1247, over 2479235.80 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06817, over 26129.17 utterances.], batch size: 58, lr: 2.01e-03
2022-08-20 06:33:22,700 INFO [train.py:927] (2/8) Epoch 1, batch 10000, libri_loss[loss=0.3604, simple_loss=0.4048, pruned_loss=0.1581, over 12297.00 frames. utt_duration=770.1 frames, utt_pad_proportion=0.1249, over 64.00 utterances.], tot_loss[loss=0.333, simple_loss=0.3817, pruned_loss=0.1421, over 2477177.25 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06427, over 22101.76 utterances.], libri_tot_loss[loss=0.4157, simple_loss=0.4571, pruned_loss=0.3865, over 2451751.08 frames. utt_duration=1290 frames, utt_pad_proportion=0.04809, over 7612.69 utterances.], giga_tot_loss[loss=0.3227, simple_loss=0.3761, pruned_loss=0.1347, over 2477985.75 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06536, over 24089.52 utterances.], batch size: 64, lr: 2.01e-03
2022-08-20 06:35:14,254 INFO [train.py:927] (2/8) Epoch 1, batch 10050, giga_loss[loss=0.2724, simple_loss=0.3417, pruned_loss=0.1016, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0312, over 58.00 utterances.], tot_loss[loss=0.3319, simple_loss=0.38, pruned_loss=0.1419, over 2476591.09 frames. utt_duration=487.2 frames, utt_pad_proportion=0.05974, over 20385.31 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.454, pruned_loss=0.3772, over 2452696.50 frames. utt_duration=1294 frames, utt_pad_proportion=0.04681, over 7590.52 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.3756, pruned_loss=0.1356, over 2477286.80 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06162, over 22500.78 utterances.], batch size: 58, lr: 2.00e-03
2022-08-20 06:36:59,461 INFO [train.py:927] (2/8) Epoch 1, batch 10100, giga_loss[loss=0.3394, simple_loss=0.3616, pruned_loss=0.1586, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.3243, simple_loss=0.372, pruned_loss=0.1383, over 2476755.23 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06204, over 20344.37 utterances.], libri_tot_loss[loss=0.4109, simple_loss=0.4523, pruned_loss=0.3714, over 2453505.12 frames. utt_duration=1292 frames, utt_pad_proportion=0.04666, over 7602.96 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.3683, pruned_loss=0.1331, over 2477138.75 frames. utt_duration=445.9 frames, utt_pad_proportion=0.06348, over 22284.38 utterances.], batch size: 257, lr: 2.00e-03
2022-08-20 06:38:40,310 INFO [train.py:927] (2/8) Epoch 1, batch 10150, giga_loss[loss=0.251, simple_loss=0.3061, pruned_loss=0.0979, over 12470.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02972, over 55.00 utterances.], tot_loss[loss=0.3132, simple_loss=0.3615, pruned_loss=0.1324, over 2474643.44 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06253, over 19696.05 utterances.], libri_tot_loss[loss=0.4093, simple_loss=0.4506, pruned_loss=0.3651, over 2453580.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.04583, over 7604.83 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3578, pruned_loss=0.1277, over 2475474.84 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06408, over 21570.48 utterances.], batch size: 55, lr: 1.99e-03
2022-08-20 06:40:22,826 INFO [train.py:927] (2/8) Epoch 1, batch 10200, giga_loss[loss=0.2664, simple_loss=0.3259, pruned_loss=0.1035, over 12453.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0441, over 34.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3629, pruned_loss=0.1308, over 2474115.50 frames. utt_duration=504 frames, utt_pad_proportion=0.06692, over 19689.28 utterances.], libri_tot_loss[loss=0.4121, simple_loss=0.456, pruned_loss=0.358, over 2454429.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.05032, over 7670.27 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3516, pruned_loss=0.1248, over 2474753.57 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06655, over 21597.04 utterances.], batch size: 34, lr: 1.99e-03
2022-08-20 06:42:02,656 INFO [train.py:927] (2/8) Epoch 1, batch 10250, giga_loss[loss=0.2396, simple_loss=0.301, pruned_loss=0.08908, over 12463.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03486, over 86.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3541, pruned_loss=0.1252, over 2473847.71 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06212, over 18492.48 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4534, pruned_loss=0.3512, over 2454649.85 frames. utt_duration=1288 frames, utt_pad_proportion=0.04938, over 7631.73 utterances.], giga_tot_loss[loss=0.2927, simple_loss=0.3447, pruned_loss=0.1204, over 2474704.43 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06265, over 20376.48 utterances.], batch size: 86, lr: 1.99e-03
2022-08-20 06:43:45,405 INFO [train.py:927] (2/8) Epoch 1, batch 10300, giga_loss[loss=0.2356, simple_loss=0.3019, pruned_loss=0.08462, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3449, pruned_loss=0.12, over 2473933.66 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06254, over 18619.23 utterances.], libri_tot_loss[loss=0.4084, simple_loss=0.4526, pruned_loss=0.3492, over 2454765.35 frames. utt_duration=1287 frames, utt_pad_proportion=0.04931, over 7640.35 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3373, pruned_loss=0.116, over 2474665.84 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06301, over 20191.12 utterances.], batch size: 66, lr: 1.98e-03
2022-08-20 06:45:27,348 INFO [train.py:927] (2/8) Epoch 1, batch 10350, libri_loss[loss=0.3647, simple_loss=0.4247, pruned_loss=0.1523, over 12276.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006989, over 37.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3388, pruned_loss=0.1168, over 2474168.60 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05981, over 17670.09 utterances.], libri_tot_loss[loss=0.4081, simple_loss=0.4516, pruned_loss=0.3452, over 2455026.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.05335, over 7709.65 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3312, pruned_loss=0.112, over 2474938.75 frames. utt_duration=519.8 frames, utt_pad_proportion=0.05907, over 19097.69 utterances.], batch size: 37, lr: 1.98e-03
2022-08-20 06:47:10,028 INFO [train.py:927] (2/8) Epoch 1, batch 10400, giga_loss[loss=0.2247, simple_loss=0.2826, pruned_loss=0.08338, over 12122.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03746, over 30.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3352, pruned_loss=0.1153, over 2474267.80 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05606, over 17276.07 utterances.], libri_tot_loss[loss=0.4097, simple_loss=0.4529, pruned_loss=0.3429, over 2455503.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.05249, over 7700.54 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3258, pruned_loss=0.1094, over 2474795.63 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05606, over 18599.04 utterances.], batch size: 30, lr: 1.97e-03
2022-08-20 06:48:53,470 INFO [train.py:927] (2/8) Epoch 1, batch 10450, giga_loss[loss=0.3487, simple_loss=0.4033, pruned_loss=0.147, over 12419.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03373, over 80.00 utterances.], tot_loss[loss=0.2902, simple_loss=0.3406, pruned_loss=0.1199, over 2473776.40 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05911, over 17522.93 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4527, pruned_loss=0.3396, over 2455959.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.05153, over 7694.03 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3305, pruned_loss=0.1129, over 2474208.10 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05934, over 18817.25 utterances.], batch size: 80, lr: 1.97e-03
2022-08-20 06:50:38,668 INFO [train.py:927] (2/8) Epoch 1, batch 10500, giga_loss[loss=0.4213, simple_loss=0.4614, pruned_loss=0.1906, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3575, pruned_loss=0.1302, over 2473487.42 frames. utt_duration=553 frames, utt_pad_proportion=0.06136, over 17939.97 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4547, pruned_loss=0.3381, over 2456092.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05119, over 7677.13 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.3469, pruned_loss=0.1242, over 2473855.08 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06157, over 19065.73 utterances.], batch size: 133, lr: 1.97e-03
2022-08-20 06:52:22,287 INFO [train.py:927] (2/8) Epoch 1, batch 10550, giga_loss[loss=0.3022, simple_loss=0.3644, pruned_loss=0.12, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04149, over 33.00 utterances.], tot_loss[loss=0.3183, simple_loss=0.3665, pruned_loss=0.1351, over 2473285.76 frames. utt_duration=566.7 frames, utt_pad_proportion=0.0576, over 17503.88 utterances.], libri_tot_loss[loss=0.4117, simple_loss=0.4547, pruned_loss=0.3354, over 2456495.44 frames. utt_duration=1281 frames, utt_pad_proportion=0.0504, over 7676.63 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3564, pruned_loss=0.129, over 2473517.90 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05834, over 18576.96 utterances.], batch size: 33, lr: 1.96e-03
2022-08-20 06:54:04,120 INFO [train.py:927] (2/8) Epoch 1, batch 10600, libri_loss[loss=0.4054, simple_loss=0.4507, pruned_loss=0.18, over 12453.00 frames. utt_duration=767.7 frames, utt_pad_proportion=0.1266, over 65.00 utterances.], tot_loss[loss=0.3347, simple_loss=0.3787, pruned_loss=0.1453, over 2473655.13 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05926, over 18020.87 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4602, pruned_loss=0.337, over 2457126.64 frames. utt_duration=1273 frames, utt_pad_proportion=0.051, over 7729.09 utterances.], giga_tot_loss[loss=0.315, simple_loss=0.3634, pruned_loss=0.1334, over 2473779.80 frames. utt_duration=518.3 frames, utt_pad_proportion=0.05964, over 19145.91 utterances.], batch size: 65, lr: 1.96e-03
2022-08-20 06:55:48,109 INFO [train.py:927] (2/8) Epoch 1, batch 10650, giga_loss[loss=0.3571, simple_loss=0.4028, pruned_loss=0.1557, over 12379.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02735, over 91.00 utterances.], tot_loss[loss=0.3348, simple_loss=0.3795, pruned_loss=0.145, over 2472670.27 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05638, over 17112.56 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.4594, pruned_loss=0.3344, over 2457320.98 frames. utt_duration=1273 frames, utt_pad_proportion=0.05072, over 7732.15 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.367, pruned_loss=0.1353, over 2472815.04 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05701, over 18133.30 utterances.], batch size: 91, lr: 1.96e-03
2022-08-20 06:57:32,719 INFO [train.py:927] (2/8) Epoch 1, batch 10700, giga_loss[loss=0.3705, simple_loss=0.4041, pruned_loss=0.1685, over 12365.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07109, over 211.00 utterances.], tot_loss[loss=0.3358, simple_loss=0.3816, pruned_loss=0.145, over 2472360.98 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05854, over 17203.13 utterances.], libri_tot_loss[loss=0.4194, simple_loss=0.4584, pruned_loss=0.3317, over 2457293.59 frames. utt_duration=1263 frames, utt_pad_proportion=0.05434, over 7794.45 utterances.], giga_tot_loss[loss=0.323, simple_loss=0.3716, pruned_loss=0.1372, over 2472704.98 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05762, over 18084.92 utterances.], batch size: 211, lr: 1.95e-03
2022-08-20 06:59:16,122 INFO [train.py:927] (2/8) Epoch 1, batch 10750, giga_loss[loss=0.304, simple_loss=0.3721, pruned_loss=0.1179, over 12356.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03646, over 122.00 utterances.], tot_loss[loss=0.3376, simple_loss=0.384, pruned_loss=0.1456, over 2472387.33 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05819, over 17321.04 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4573, pruned_loss=0.329, over 2457523.31 frames. utt_duration=1248 frames, utt_pad_proportion=0.05902, over 7887.62 utterances.], giga_tot_loss[loss=0.3274, simple_loss=0.3761, pruned_loss=0.1393, over 2472664.87 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05589, over 18068.39 utterances.], batch size: 122, lr: 1.95e-03
2022-08-20 07:00:57,567 INFO [train.py:927] (2/8) Epoch 1, batch 10800, giga_loss[loss=0.2843, simple_loss=0.358, pruned_loss=0.1053, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02964, over 75.00 utterances.], tot_loss[loss=0.3399, simple_loss=0.3877, pruned_loss=0.146, over 2472235.40 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05842, over 17450.99 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4576, pruned_loss=0.3228, over 2458117.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.0581, over 7887.34 utterances.], giga_tot_loss[loss=0.3293, simple_loss=0.3783, pruned_loss=0.1401, over 2472431.58 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05693, over 18410.88 utterances.], batch size: 75, lr: 1.94e-03
2022-08-20 07:02:41,021 INFO [train.py:927] (2/8) Epoch 1, batch 10850, giga_loss[loss=0.3456, simple_loss=0.3938, pruned_loss=0.1487, over 12445.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03555, over 123.00 utterances.], tot_loss[loss=0.3385, simple_loss=0.3885, pruned_loss=0.1443, over 2472707.40 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05647, over 17031.14 utterances.], libri_tot_loss[loss=0.4163, simple_loss=0.4571, pruned_loss=0.3164, over 2458126.95 frames. utt_duration=1244 frames, utt_pad_proportion=0.06045, over 7913.90 utterances.], giga_tot_loss[loss=0.3284, simple_loss=0.379, pruned_loss=0.1389, over 2473328.16 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05423, over 18099.95 utterances.], batch size: 123, lr: 1.94e-03
2022-08-20 07:04:26,372 INFO [train.py:927] (2/8) Epoch 1, batch 10900, giga_loss[loss=0.3477, simple_loss=0.3989, pruned_loss=0.1482, over 12390.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03044, over 62.00 utterances.], tot_loss[loss=0.3423, simple_loss=0.3891, pruned_loss=0.1477, over 2473745.28 frames. utt_duration=560 frames, utt_pad_proportion=0.06357, over 17716.29 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4561, pruned_loss=0.3134, over 2458765.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06365, over 7979.97 utterances.], giga_tot_loss[loss=0.3337, simple_loss=0.3812, pruned_loss=0.1431, over 2473934.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06033, over 18674.74 utterances.], batch size: 62, lr: 1.94e-03
2022-08-20 07:06:12,243 INFO [train.py:927] (2/8) Epoch 1, batch 10950, giga_loss[loss=0.2783, simple_loss=0.3339, pruned_loss=0.1113, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.0408, over 31.00 utterances.], tot_loss[loss=0.343, simple_loss=0.3881, pruned_loss=0.149, over 2473679.21 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06069, over 17097.47 utterances.], libri_tot_loss[loss=0.4143, simple_loss=0.4548, pruned_loss=0.3097, over 2459098.52 frames. utt_duration=1224 frames, utt_pad_proportion=0.06601, over 8045.05 utterances.], giga_tot_loss[loss=0.3356, simple_loss=0.3815, pruned_loss=0.1449, over 2473878.60 frames. utt_duration=550.7 frames, utt_pad_proportion=0.05731, over 18016.47 utterances.], batch size: 31, lr: 1.93e-03
2022-08-20 07:07:57,362 INFO [train.py:927] (2/8) Epoch 1, batch 11000, giga_loss[loss=0.3566, simple_loss=0.4018, pruned_loss=0.1557, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04854, over 161.00 utterances.], tot_loss[loss=0.3423, simple_loss=0.3866, pruned_loss=0.149, over 2473907.49 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06281, over 17707.43 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4537, pruned_loss=0.3068, over 2459448.72 frames. utt_duration=1231 frames, utt_pad_proportion=0.06491, over 7998.40 utterances.], giga_tot_loss[loss=0.3351, simple_loss=0.3808, pruned_loss=0.1447, over 2474081.24 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0605, over 18695.79 utterances.], batch size: 161, lr: 1.93e-03
2022-08-20 07:09:43,628 INFO [train.py:927] (2/8) Epoch 1, batch 11050, giga_loss[loss=0.3492, simple_loss=0.3795, pruned_loss=0.1594, over 12407.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06857, over 211.00 utterances.], tot_loss[loss=0.3404, simple_loss=0.3852, pruned_loss=0.1478, over 2474182.96 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06284, over 18339.66 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4543, pruned_loss=0.3059, over 2459618.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.06412, over 7988.49 utterances.], giga_tot_loss[loss=0.3328, simple_loss=0.3793, pruned_loss=0.1432, over 2474361.27 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06133, over 19261.47 utterances.], batch size: 211, lr: 1.93e-03
2022-08-20 07:11:26,642 INFO [train.py:927] (2/8) Epoch 1, batch 11100, libri_loss[loss=0.4397, simple_loss=0.5074, pruned_loss=0.186, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01379, over 40.00 utterances.], tot_loss[loss=0.3312, simple_loss=0.3781, pruned_loss=0.1421, over 2474642.90 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06468, over 18452.68 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4533, pruned_loss=0.3017, over 2459868.26 frames. utt_duration=1236 frames, utt_pad_proportion=0.06278, over 7968.99 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.3722, pruned_loss=0.1378, over 2474951.46 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06389, over 19500.85 utterances.], batch size: 40, lr: 1.92e-03
2022-08-20 07:13:12,192 INFO [train.py:927] (2/8) Epoch 1, batch 11150, libri_loss[loss=0.3507, simple_loss=0.4203, pruned_loss=0.1406, over 12234.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006288, over 34.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3711, pruned_loss=0.1373, over 2474170.80 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07134, over 19447.34 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4527, pruned_loss=0.298, over 2459922.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.06161, over 7944.96 utterances.], giga_tot_loss[loss=0.316, simple_loss=0.365, pruned_loss=0.1335, over 2474729.59 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07093, over 20566.12 utterances.], batch size: 34, lr: 1.92e-03
2022-08-20 07:14:55,808 INFO [train.py:927] (2/8) Epoch 1, batch 11200, giga_loss[loss=0.3089, simple_loss=0.3697, pruned_loss=0.124, over 12329.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.03038, over 66.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3678, pruned_loss=0.1349, over 2473651.27 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07268, over 19093.73 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4509, pruned_loss=0.2944, over 2460506.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.06051, over 7905.69 utterances.], giga_tot_loss[loss=0.3129, simple_loss=0.3627, pruned_loss=0.1315, over 2473886.99 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07276, over 20286.04 utterances.], batch size: 66, lr: 1.92e-03
2022-08-20 07:16:38,071 INFO [train.py:927] (2/8) Epoch 1, batch 11250, giga_loss[loss=0.3661, simple_loss=0.3887, pruned_loss=0.1718, over 12357.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.3132, simple_loss=0.3628, pruned_loss=0.1318, over 2473876.63 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07014, over 18819.15 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4506, pruned_loss=0.2937, over 2460478.78 frames. utt_duration=1248 frames, utt_pad_proportion=0.0603, over 7898.16 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3588, pruned_loss=0.129, over 2474154.67 frames. utt_duration=501 frames, utt_pad_proportion=0.07043, over 19812.69 utterances.], batch size: 259, lr: 1.91e-03
2022-08-20 07:18:23,633 INFO [train.py:927] (2/8) Epoch 1, batch 11300, giga_loss[loss=0.3499, simple_loss=0.3733, pruned_loss=0.1633, over 12347.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1863, over 365.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3607, pruned_loss=0.1319, over 2474310.79 frames. utt_duration=513.5 frames, utt_pad_proportion=0.0709, over 19330.53 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4508, pruned_loss=0.2926, over 2460393.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.05949, over 7862.48 utterances.], giga_tot_loss[loss=0.3055, simple_loss=0.3556, pruned_loss=0.1277, over 2474872.13 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07143, over 20361.99 utterances.], batch size: 365, lr: 1.91e-03
2022-08-20 07:20:06,051 INFO [train.py:927] (2/8) Epoch 1, batch 11350, giga_loss[loss=0.2721, simple_loss=0.3242, pruned_loss=0.11, over 12444.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.03039, over 55.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3566, pruned_loss=0.1296, over 2473696.82 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06824, over 18934.50 utterances.], libri_tot_loss[loss=0.4129, simple_loss=0.451, pruned_loss=0.292, over 2460794.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.05894, over 7865.58 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3511, pruned_loss=0.1245, over 2473960.82 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06904, over 19897.53 utterances.], batch size: 55, lr: 1.90e-03
2022-08-20 07:21:47,730 INFO [train.py:927] (2/8) Epoch 1, batch 11400, libri_loss[loss=0.4218, simple_loss=0.4148, pruned_loss=0.2144, over 12295.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006098, over 35.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3518, pruned_loss=0.1288, over 2473438.03 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06569, over 17719.79 utterances.], libri_tot_loss[loss=0.4154, simple_loss=0.451, pruned_loss=0.2924, over 2461139.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05806, over 7840.51 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3456, pruned_loss=0.1213, over 2473565.64 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06689, over 18701.95 utterances.], batch size: 35, lr: 1.90e-03
2022-08-20 07:23:30,154 INFO [train.py:927] (2/8) Epoch 1, batch 11450, giga_loss[loss=0.2358, simple_loss=0.3006, pruned_loss=0.0855, over 12445.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03183, over 75.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.348, pruned_loss=0.1254, over 2473057.81 frames. utt_duration=589.1 frames, utt_pad_proportion=0.06147, over 16835.43 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4496, pruned_loss=0.2884, over 2461696.74 frames. utt_duration=1257 frames, utt_pad_proportion=0.05693, over 7842.41 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3415, pruned_loss=0.1186, over 2472981.92 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06322, over 17879.15 utterances.], batch size: 75, lr: 1.90e-03
2022-08-20 07:25:17,037 INFO [train.py:927] (2/8) Epoch 1, batch 11500, giga_loss[loss=0.3082, simple_loss=0.358, pruned_loss=0.1291, over 12392.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03007, over 62.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3502, pruned_loss=0.1267, over 2472742.60 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06467, over 17652.53 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4496, pruned_loss=0.2881, over 2461696.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.0567, over 7839.19 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3447, pruned_loss=0.1209, over 2472729.94 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06593, over 18510.05 utterances.], batch size: 62, lr: 1.89e-03
2022-08-20 07:27:02,891 INFO [train.py:927] (2/8) Epoch 1, batch 11550, giga_loss[loss=0.3771, simple_loss=0.4189, pruned_loss=0.1676, over 12389.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02677, over 70.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3596, pruned_loss=0.1318, over 2472713.14 frames. utt_duration=553.7 frames, utt_pad_proportion=0.0643, over 17913.09 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4515, pruned_loss=0.2868, over 2461923.48 frames. utt_duration=1259 frames, utt_pad_proportion=0.0563, over 7830.85 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3526, pruned_loss=0.1269, over 2472602.39 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06549, over 18682.06 utterances.], batch size: 70, lr: 1.89e-03
2022-08-20 07:28:46,729 INFO [train.py:927] (2/8) Epoch 1, batch 11600, giga_loss[loss=0.3622, simple_loss=0.4128, pruned_loss=0.1558, over 12312.00 frames. utt_duration=913.6 frames, utt_pad_proportion=0.02396, over 54.00 utterances.], tot_loss[loss=0.3232, simple_loss=0.3698, pruned_loss=0.1383, over 2472643.26 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06529, over 17937.60 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.4524, pruned_loss=0.2839, over 2462087.20 frames. utt_duration=1251 frames, utt_pad_proportion=0.05969, over 7884.67 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3608, pruned_loss=0.1323, over 2472740.33 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0649, over 18837.58 utterances.], batch size: 54, lr: 1.89e-03
2022-08-20 07:30:31,027 INFO [train.py:927] (2/8) Epoch 1, batch 11650, giga_loss[loss=0.3081, simple_loss=0.3768, pruned_loss=0.1196, over 12397.00 frames. utt_duration=801.3 frames, utt_pad_proportion=0.02995, over 62.00 utterances.], tot_loss[loss=0.3296, simple_loss=0.376, pruned_loss=0.1416, over 2472551.72 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06635, over 18037.04 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4509, pruned_loss=0.2806, over 2462183.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.05866, over 7866.76 utterances.], giga_tot_loss[loss=0.3207, simple_loss=0.3684, pruned_loss=0.1365, over 2472770.96 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06644, over 19000.51 utterances.], batch size: 62, lr: 1.88e-03
2022-08-20 07:32:14,161 INFO [train.py:927] (2/8) Epoch 1, batch 11700, libri_loss[loss=0.5085, simple_loss=0.4796, pruned_loss=0.2687, over 12459.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03052, over 46.00 utterances.], tot_loss[loss=0.329, simple_loss=0.3761, pruned_loss=0.141, over 2473013.11 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06449, over 18293.42 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4504, pruned_loss=0.2794, over 2462334.57 frames. utt_duration=1254 frames, utt_pad_proportion=0.05804, over 7862.84 utterances.], giga_tot_loss[loss=0.3209, simple_loss=0.3694, pruned_loss=0.1362, over 2473187.22 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06489, over 19195.46 utterances.], batch size: 46, lr: 1.88e-03
2022-08-20 07:33:58,274 INFO [train.py:927] (2/8) Epoch 1, batch 11750, giga_loss[loss=0.3393, simple_loss=0.3691, pruned_loss=0.1548, over 12364.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04391, over 26.00 utterances.], tot_loss[loss=0.3241, simple_loss=0.3734, pruned_loss=0.1374, over 2473184.42 frames. utt_duration=541 frames, utt_pad_proportion=0.06309, over 18335.58 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.45, pruned_loss=0.278, over 2462541.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.05757, over 7854.24 utterances.], giga_tot_loss[loss=0.3175, simple_loss=0.3678, pruned_loss=0.1336, over 2473229.69 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06363, over 19140.29 utterances.], batch size: 26, lr: 1.88e-03
2022-08-20 07:35:41,311 INFO [train.py:927] (2/8) Epoch 1, batch 11800, giga_loss[loss=0.336, simple_loss=0.3871, pruned_loss=0.1425, over 12328.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03321, over 51.00 utterances.], tot_loss[loss=0.3316, simple_loss=0.3798, pruned_loss=0.1417, over 2472990.19 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06893, over 18543.82 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.4519, pruned_loss=0.2764, over 2462320.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05635, over 7818.07 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3718, pruned_loss=0.1364, over 2473504.45 frames. utt_duration=509.2 frames, utt_pad_proportion=0.0696, over 19488.53 utterances.], batch size: 51, lr: 1.87e-03
2022-08-20 07:37:26,363 INFO [train.py:927] (2/8) Epoch 1, batch 11850, giga_loss[loss=0.3221, simple_loss=0.3746, pruned_loss=0.1348, over 12453.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03075, over 55.00 utterances.], tot_loss[loss=0.3438, simple_loss=0.3872, pruned_loss=0.1502, over 2473255.01 frames. utt_duration=540 frames, utt_pad_proportion=0.06708, over 18372.11 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4556, pruned_loss=0.2808, over 2462395.75 frames. utt_duration=1265 frames, utt_pad_proportion=0.0555, over 7797.79 utterances.], giga_tot_loss[loss=0.3284, simple_loss=0.3766, pruned_loss=0.1401, over 2473792.59 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06807, over 19324.32 utterances.], batch size: 55, lr: 1.87e-03
2022-08-20 07:39:11,594 INFO [train.py:927] (2/8) Epoch 1, batch 11900, giga_loss[loss=0.3408, simple_loss=0.3627, pruned_loss=0.1594, over 12335.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.3411, simple_loss=0.3851, pruned_loss=0.1485, over 2474065.00 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06883, over 18435.31 utterances.], libri_tot_loss[loss=0.4221, simple_loss=0.4548, pruned_loss=0.2789, over 2462487.76 frames. utt_duration=1265 frames, utt_pad_proportion=0.05487, over 7792.81 utterances.], giga_tot_loss[loss=0.3288, simple_loss=0.3765, pruned_loss=0.1405, over 2474588.99 frames. utt_duration=513.5 frames, utt_pad_proportion=0.0698, over 19331.71 utterances.], batch size: 369, lr: 1.87e-03
2022-08-20 07:40:55,784 INFO [train.py:927] (2/8) Epoch 1, batch 11950, giga_loss[loss=0.3374, simple_loss=0.385, pruned_loss=0.1449, over 12385.00 frames. utt_duration=237.4 frames, utt_pad_proportion=0.06532, over 210.00 utterances.], tot_loss[loss=0.3366, simple_loss=0.3828, pruned_loss=0.1452, over 2472850.49 frames. utt_duration=553 frames, utt_pad_proportion=0.06598, over 17936.34 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4529, pruned_loss=0.2762, over 2462343.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05411, over 7763.15 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3764, pruned_loss=0.1389, over 2473604.83 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06723, over 18859.28 utterances.], batch size: 210, lr: 1.86e-03
2022-08-20 07:42:41,987 INFO [train.py:927] (2/8) Epoch 1, batch 12000, giga_loss[loss=0.2972, simple_loss=0.3561, pruned_loss=0.1191, over 12425.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02356, over 48.00 utterances.], tot_loss[loss=0.3319, simple_loss=0.3807, pruned_loss=0.1416, over 2472550.37 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06345, over 17573.05 utterances.], libri_tot_loss[loss=0.4195, simple_loss=0.4524, pruned_loss=0.2755, over 2462247.94 frames. utt_duration=1272 frames, utt_pad_proportion=0.05405, over 7751.34 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3759, pruned_loss=0.1368, over 2473271.25 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06461, over 18351.18 utterances.], batch size: 48, lr: 1.86e-03
2022-08-20 07:42:41,988 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.3025, simple_loss=0.3897, pruned_loss=0.1076, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 07:44:39,010 INFO [train.py:927] (2/8) Epoch 1, batch 12050, giga_loss[loss=0.3022, simple_loss=0.3608, pruned_loss=0.1218, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.0367, over 43.00 utterances.], tot_loss[loss=0.3272, simple_loss=0.3772, pruned_loss=0.1387, over 2472599.46 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06324, over 16923.88 utterances.], libri_tot_loss[loss=0.4187, simple_loss=0.4517, pruned_loss=0.2734, over 2462349.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.05322, over 7742.31 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.3727, pruned_loss=0.1343, over 2473273.10 frames. utt_duration=560 frames, utt_pad_proportion=0.06458, over 17713.92 utterances.], batch size: 43, lr: 1.86e-03
2022-08-20 07:46:19,646 INFO [train.py:927] (2/8) Epoch 1, batch 12100, giga_loss[loss=0.3417, simple_loss=0.3974, pruned_loss=0.1431, over 12391.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02934, over 58.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.3765, pruned_loss=0.1373, over 2472383.75 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06042, over 16377.51 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4516, pruned_loss=0.2718, over 2462221.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.05375, over 7768.93 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.372, pruned_loss=0.1334, over 2473178.89 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06147, over 17103.82 utterances.], batch size: 58, lr: 1.85e-03
2022-08-20 07:47:59,616 INFO [train.py:927] (2/8) Epoch 1, batch 12150, giga_loss[loss=0.3096, simple_loss=0.3604, pruned_loss=0.1295, over 12442.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03604, over 26.00 utterances.], tot_loss[loss=0.3293, simple_loss=0.3823, pruned_loss=0.1382, over 2471726.87 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06519, over 16452.83 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.4563, pruned_loss=0.2706, over 2462133.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.0532, over 7745.51 utterances.], giga_tot_loss[loss=0.3211, simple_loss=0.3733, pruned_loss=0.1344, over 2472521.38 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06612, over 17163.19 utterances.], batch size: 26, lr: 1.85e-03
2022-08-20 07:49:42,099 INFO [train.py:927] (2/8) Epoch 1, batch 12200, giga_loss[loss=0.385, simple_loss=0.4087, pruned_loss=0.1806, over 12417.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07211, over 212.00 utterances.], tot_loss[loss=0.3285, simple_loss=0.3822, pruned_loss=0.1375, over 2471431.57 frames. utt_duration=589.8 frames, utt_pad_proportion=0.06727, over 16802.46 utterances.], libri_tot_loss[loss=0.421, simple_loss=0.4575, pruned_loss=0.2693, over 2462086.43 frames. utt_duration=1273 frames, utt_pad_proportion=0.05314, over 7748.24 utterances.], giga_tot_loss[loss=0.3205, simple_loss=0.3731, pruned_loss=0.1339, over 2472230.46 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06801, over 17475.19 utterances.], batch size: 212, lr: 1.85e-03
2022-08-20 07:51:21,922 INFO [train.py:927] (2/8) Epoch 1, batch 12250, giga_loss[loss=0.3231, simple_loss=0.3707, pruned_loss=0.1377, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03186, over 80.00 utterances.], tot_loss[loss=0.3274, simple_loss=0.3803, pruned_loss=0.1373, over 2471613.51 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06231, over 16340.13 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4569, pruned_loss=0.267, over 2462484.01 frames. utt_duration=1272 frames, utt_pad_proportion=0.05254, over 7755.54 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3716, pruned_loss=0.1329, over 2472153.98 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06351, over 17104.92 utterances.], batch size: 80, lr: 1.84e-03
2022-08-20 07:53:09,320 INFO [train.py:927] (2/8) Epoch 1, batch 12300, giga_loss[loss=0.338, simple_loss=0.3897, pruned_loss=0.1431, over 12312.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03657, over 62.00 utterances.], tot_loss[loss=0.3295, simple_loss=0.3787, pruned_loss=0.1402, over 2472525.68 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06079, over 16403.83 utterances.], libri_tot_loss[loss=0.4239, simple_loss=0.4568, pruned_loss=0.2691, over 2462768.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05215, over 7759.10 utterances.], giga_tot_loss[loss=0.3185, simple_loss=0.3708, pruned_loss=0.1331, over 2472848.22 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06198, over 17114.14 utterances.], batch size: 62, lr: 1.84e-03
2022-08-20 07:54:49,105 INFO [train.py:927] (2/8) Epoch 1, batch 12350, giga_loss[loss=0.2667, simple_loss=0.3283, pruned_loss=0.1026, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04215, over 26.00 utterances.], tot_loss[loss=0.3328, simple_loss=0.3809, pruned_loss=0.1423, over 2472603.20 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05732, over 16258.20 utterances.], libri_tot_loss[loss=0.4248, simple_loss=0.4577, pruned_loss=0.2666, over 2463327.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.05091, over 7735.81 utterances.], giga_tot_loss[loss=0.3199, simple_loss=0.3711, pruned_loss=0.1344, over 2472707.73 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05906, over 17172.57 utterances.], batch size: 26, lr: 1.84e-03
2022-08-20 07:56:29,909 INFO [train.py:927] (2/8) Epoch 1, batch 12400, giga_loss[loss=0.2781, simple_loss=0.3463, pruned_loss=0.105, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.3748, pruned_loss=0.1383, over 2473203.49 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05781, over 16486.55 utterances.], libri_tot_loss[loss=0.424, simple_loss=0.4572, pruned_loss=0.2653, over 2463307.20 frames. utt_duration=1273 frames, utt_pad_proportion=0.05083, over 7750.39 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3669, pruned_loss=0.1321, over 2473378.29 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05923, over 17262.92 utterances.], batch size: 91, lr: 1.83e-03
2022-08-20 07:58:11,394 INFO [train.py:927] (2/8) Epoch 1, batch 12450, giga_loss[loss=0.2583, simple_loss=0.3243, pruned_loss=0.09617, over 12211.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03758, over 28.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3696, pruned_loss=0.1352, over 2472692.13 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05533, over 16188.77 utterances.], libri_tot_loss[loss=0.4232, simple_loss=0.4565, pruned_loss=0.2639, over 2463640.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.05022, over 7739.20 utterances.], giga_tot_loss[loss=0.3112, simple_loss=0.3628, pruned_loss=0.1298, over 2472643.29 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05685, over 16936.00 utterances.], batch size: 28, lr: 1.83e-03
2022-08-20 07:59:55,223 INFO [train.py:927] (2/8) Epoch 1, batch 12500, giga_loss[loss=0.3486, simple_loss=0.3923, pruned_loss=0.1524, over 12399.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3684, pruned_loss=0.1329, over 2473875.28 frames. utt_duration=615.4 frames, utt_pad_proportion=0.05491, over 16118.45 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4567, pruned_loss=0.2629, over 2463826.44 frames. utt_duration=1251 frames, utt_pad_proportion=0.05879, over 7888.95 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3617, pruned_loss=0.1278, over 2473789.90 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05282, over 16694.13 utterances.], batch size: 146, lr: 1.83e-03
2022-08-20 08:01:35,589 INFO [train.py:927] (2/8) Epoch 1, batch 12550, giga_loss[loss=0.2809, simple_loss=0.3361, pruned_loss=0.1129, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04297, over 34.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.369, pruned_loss=0.1309, over 2474113.33 frames. utt_duration=608.3 frames, utt_pad_proportion=0.05473, over 16310.57 utterances.], libri_tot_loss[loss=0.4244, simple_loss=0.4585, pruned_loss=0.2627, over 2463797.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.05858, over 7881.50 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.3616, pruned_loss=0.1265, over 2474119.73 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05319, over 16806.07 utterances.], batch size: 34, lr: 1.83e-03
2022-08-20 08:03:13,567 INFO [train.py:927] (2/8) Epoch 1, batch 12600, giga_loss[loss=0.2949, simple_loss=0.3605, pruned_loss=0.1147, over 12364.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04034, over 145.00 utterances.], tot_loss[loss=0.3176, simple_loss=0.3712, pruned_loss=0.132, over 2474229.71 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05958, over 17610.95 utterances.], libri_tot_loss[loss=0.4267, simple_loss=0.4607, pruned_loss=0.2629, over 2463896.42 frames. utt_duration=1253 frames, utt_pad_proportion=0.05797, over 7876.25 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3624, pruned_loss=0.1267, over 2474283.36 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05856, over 18122.86 utterances.], batch size: 145, lr: 1.82e-03
2022-08-20 08:04:52,036 INFO [train.py:927] (2/8) Epoch 1, batch 12650, libri_loss[loss=0.4104, simple_loss=0.4398, pruned_loss=0.1905, over 12287.00 frames. utt_duration=757.6 frames, utt_pad_proportion=0.1401, over 65.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.3777, pruned_loss=0.1381, over 2473937.51 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06022, over 17849.95 utterances.], libri_tot_loss[loss=0.4332, simple_loss=0.4655, pruned_loss=0.265, over 2464081.38 frames. utt_duration=1239 frames, utt_pad_proportion=0.06194, over 7966.77 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3642, pruned_loss=0.1286, over 2474085.29 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05767, over 18443.42 utterances.], batch size: 65, lr: 1.82e-03
2022-08-20 08:06:31,204 INFO [train.py:927] (2/8) Epoch 1, batch 12700, giga_loss[loss=0.3303, simple_loss=0.3778, pruned_loss=0.1414, over 12384.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03103, over 51.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3771, pruned_loss=0.1382, over 2473903.24 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05691, over 17234.48 utterances.], libri_tot_loss[loss=0.4304, simple_loss=0.463, pruned_loss=0.2612, over 2464612.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.06062, over 7950.05 utterances.], giga_tot_loss[loss=0.3129, simple_loss=0.3658, pruned_loss=0.13, over 2473832.89 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05541, over 18031.14 utterances.], batch size: 51, lr: 1.82e-03
2022-08-20 08:08:11,239 INFO [train.py:927] (2/8) Epoch 1, batch 12750, giga_loss[loss=0.2725, simple_loss=0.3374, pruned_loss=0.1038, over 12419.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02401, over 48.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3772, pruned_loss=0.1387, over 2473214.70 frames. utt_duration=589.5 frames, utt_pad_proportion=0.05524, over 16824.53 utterances.], libri_tot_loss[loss=0.4272, simple_loss=0.4599, pruned_loss=0.2571, over 2464898.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.05982, over 7922.15 utterances.], giga_tot_loss[loss=0.3152, simple_loss=0.3678, pruned_loss=0.1313, over 2473194.54 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05434, over 17812.82 utterances.], batch size: 48, lr: 1.81e-03
2022-08-20 08:09:49,572 INFO [train.py:927] (2/8) Epoch 1, batch 12800, giga_loss[loss=0.3235, simple_loss=0.3773, pruned_loss=0.1349, over 12105.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03754, over 30.00 utterances.], tot_loss[loss=0.325, simple_loss=0.3759, pruned_loss=0.1371, over 2472787.36 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05514, over 16262.71 utterances.], libri_tot_loss[loss=0.4245, simple_loss=0.4576, pruned_loss=0.2531, over 2465379.71 frames. utt_duration=1251 frames, utt_pad_proportion=0.05819, over 7892.77 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3672, pruned_loss=0.1304, over 2472620.12 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05496, over 17394.18 utterances.], batch size: 30, lr: 1.81e-03
2022-08-20 08:11:28,467 INFO [train.py:927] (2/8) Epoch 1, batch 12850, libri_loss[loss=0.3356, simple_loss=0.3782, pruned_loss=0.1465, over 12446.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01092, over 29.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3742, pruned_loss=0.1357, over 2473333.16 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05493, over 16279.65 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4548, pruned_loss=0.2494, over 2465469.74 frames. utt_duration=1258 frames, utt_pad_proportion=0.05715, over 7850.86 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.3672, pruned_loss=0.1301, over 2473337.42 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05516, over 17487.48 utterances.], batch size: 29, lr: 1.81e-03
2022-08-20 08:13:12,883 INFO [train.py:927] (2/8) Epoch 1, batch 12900, giga_loss[loss=0.3034, simple_loss=0.3621, pruned_loss=0.1223, over 12444.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04085, over 146.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3706, pruned_loss=0.1334, over 2473523.84 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05558, over 16646.99 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.4539, pruned_loss=0.2479, over 2465541.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05631, over 7838.95 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3643, pruned_loss=0.1282, over 2473606.16 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05607, over 17777.18 utterances.], batch size: 146, lr: 1.80e-03
2022-08-20 08:14:52,035 INFO [train.py:927] (2/8) Epoch 1, batch 12950, giga_loss[loss=0.2594, simple_loss=0.327, pruned_loss=0.09585, over 12480.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.3137, simple_loss=0.3666, pruned_loss=0.1304, over 2473933.77 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05614, over 16627.66 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4532, pruned_loss=0.2466, over 2465720.77 frames. utt_duration=1255 frames, utt_pad_proportion=0.0564, over 7866.13 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3611, pruned_loss=0.1259, over 2473947.51 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05649, over 17615.47 utterances.], batch size: 55, lr: 1.80e-03
2022-08-20 08:16:29,938 INFO [train.py:927] (2/8) Epoch 1, batch 13000, giga_loss[loss=0.329, simple_loss=0.3831, pruned_loss=0.1374, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03914, over 105.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3693, pruned_loss=0.1318, over 2473825.35 frames. utt_duration=572.9 frames, utt_pad_proportion=0.0613, over 17318.64 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.4519, pruned_loss=0.2448, over 2466055.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05578, over 7878.53 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3634, pruned_loss=0.1261, over 2473805.16 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06156, over 18379.34 utterances.], batch size: 105, lr: 1.80e-03
2022-08-20 08:18:09,711 INFO [train.py:927] (2/8) Epoch 1, batch 13050, giga_loss[loss=0.2932, simple_loss=0.3471, pruned_loss=0.1196, over 12329.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03303, over 58.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3689, pruned_loss=0.1319, over 2473767.05 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05961, over 17278.52 utterances.], libri_tot_loss[loss=0.4184, simple_loss=0.4516, pruned_loss=0.243, over 2465753.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05484, over 7858.72 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3626, pruned_loss=0.1265, over 2474194.61 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06031, over 18351.00 utterances.], batch size: 58, lr: 1.79e-03
2022-08-20 08:19:48,683 INFO [train.py:927] (2/8) Epoch 1, batch 13100, giga_loss[loss=0.2685, simple_loss=0.3328, pruned_loss=0.1021, over 12334.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02985, over 66.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.3689, pruned_loss=0.1348, over 2473885.56 frames. utt_duration=558 frames, utt_pad_proportion=0.06314, over 17782.92 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4498, pruned_loss=0.2408, over 2466024.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.05772, over 7907.16 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3625, pruned_loss=0.1285, over 2474275.06 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06255, over 18953.40 utterances.], batch size: 66, lr: 1.79e-03
2022-08-20 08:21:28,207 INFO [train.py:927] (2/8) Epoch 1, batch 13150, giga_loss[loss=0.2646, simple_loss=0.3279, pruned_loss=0.1006, over 12356.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03206, over 58.00 utterances.], tot_loss[loss=0.3195, simple_loss=0.3677, pruned_loss=0.1356, over 2473840.77 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06002, over 17605.42 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4498, pruned_loss=0.2404, over 2465895.53 frames. utt_duration=1250 frames, utt_pad_proportion=0.0566, over 7897.94 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3605, pruned_loss=0.1281, over 2474473.87 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06018, over 18808.41 utterances.], batch size: 58, lr: 1.79e-03
2022-08-20 08:23:05,835 INFO [train.py:927] (2/8) Epoch 1, batch 13200, giga_loss[loss=0.3046, simple_loss=0.3572, pruned_loss=0.126, over 12399.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.0569, over 162.00 utterances.], tot_loss[loss=0.312, simple_loss=0.3614, pruned_loss=0.1313, over 2474586.04 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06213, over 18054.11 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.4499, pruned_loss=0.2404, over 2465957.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.05642, over 7901.45 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3553, pruned_loss=0.125, over 2475063.76 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06221, over 19034.83 utterances.], batch size: 162, lr: 1.79e-03
2022-08-20 08:24:41,532 INFO [train.py:927] (2/8) Epoch 1, batch 13250, giga_loss[loss=0.2696, simple_loss=0.3291, pruned_loss=0.1051, over 12401.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.02872, over 97.00 utterances.], tot_loss[loss=0.3139, simple_loss=0.3627, pruned_loss=0.1326, over 2474177.01 frames. utt_duration=552.3 frames, utt_pad_proportion=0.0618, over 17966.26 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4508, pruned_loss=0.2393, over 2465980.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.05531, over 7849.69 utterances.], giga_tot_loss[loss=0.3013, simple_loss=0.3536, pruned_loss=0.1245, over 2474863.40 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06236, over 19177.53 utterances.], batch size: 97, lr: 1.78e-03
2022-08-20 08:26:19,638 INFO [train.py:927] (2/8) Epoch 1, batch 13300, giga_loss[loss=0.349, simple_loss=0.3969, pruned_loss=0.1505, over 12422.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06142, over 183.00 utterances.], tot_loss[loss=0.3127, simple_loss=0.3627, pruned_loss=0.1313, over 2474342.28 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06015, over 17290.82 utterances.], libri_tot_loss[loss=0.4173, simple_loss=0.4488, pruned_loss=0.2361, over 2465849.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05372, over 7808.54 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3541, pruned_loss=0.1239, over 2475311.44 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06138, over 18646.87 utterances.], batch size: 183, lr: 1.78e-03
2022-08-20 08:27:57,747 INFO [train.py:927] (2/8) Epoch 1, batch 13350, giga_loss[loss=0.3184, simple_loss=0.376, pruned_loss=0.1304, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03801, over 113.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3657, pruned_loss=0.1326, over 2474862.53 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06272, over 17797.31 utterances.], libri_tot_loss[loss=0.4167, simple_loss=0.4479, pruned_loss=0.2351, over 2466166.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.05705, over 7864.70 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3582, pruned_loss=0.1258, over 2475517.87 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06247, over 19002.45 utterances.], batch size: 113, lr: 1.78e-03
2022-08-20 08:29:36,726 INFO [train.py:927] (2/8) Epoch 1, batch 13400, giga_loss[loss=0.4138, simple_loss=0.4369, pruned_loss=0.1954, over 12424.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04908, over 161.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3684, pruned_loss=0.1345, over 2474497.67 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06756, over 18232.39 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4459, pruned_loss=0.2328, over 2466267.46 frames. utt_duration=1249 frames, utt_pad_proportion=0.06021, over 7909.63 utterances.], giga_tot_loss[loss=0.3088, simple_loss=0.3616, pruned_loss=0.128, over 2475207.47 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06608, over 19479.64 utterances.], batch size: 161, lr: 1.77e-03
2022-08-20 08:31:21,716 INFO [train.py:927] (2/8) Epoch 1, batch 13450, giga_loss[loss=0.3938, simple_loss=0.4295, pruned_loss=0.179, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03301, over 85.00 utterances.], tot_loss[loss=0.3339, simple_loss=0.3782, pruned_loss=0.1448, over 2474336.78 frames. utt_duration=514.3 frames, utt_pad_proportion=0.07227, over 19301.55 utterances.], libri_tot_loss[loss=0.4154, simple_loss=0.4453, pruned_loss=0.2326, over 2466320.49 frames. utt_duration=1252 frames, utt_pad_proportion=0.05913, over 7890.99 utterances.], giga_tot_loss[loss=0.3235, simple_loss=0.3717, pruned_loss=0.1376, over 2475039.47 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07133, over 20552.94 utterances.], batch size: 85, lr: 1.77e-03
2022-08-20 08:33:03,699 INFO [train.py:927] (2/8) Epoch 1, batch 13500, libri_loss[loss=0.7464, simple_loss=0.5026, pruned_loss=0.4951, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01468, over 40.00 utterances.], tot_loss[loss=0.3446, simple_loss=0.3859, pruned_loss=0.1516, over 2474368.25 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06669, over 19064.16 utterances.], libri_tot_loss[loss=0.4171, simple_loss=0.4456, pruned_loss=0.234, over 2466437.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.0589, over 7891.54 utterances.], giga_tot_loss[loss=0.3344, simple_loss=0.3802, pruned_loss=0.1443, over 2474840.36 frames. utt_duration=494 frames, utt_pad_proportion=0.06631, over 20098.63 utterances.], batch size: 40, lr: 1.77e-03
2022-08-20 08:34:45,894 INFO [train.py:927] (2/8) Epoch 1, batch 13550, giga_loss[loss=0.4338, simple_loss=0.4435, pruned_loss=0.212, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03732, over 113.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3942, pruned_loss=0.1596, over 2474205.73 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06993, over 19074.15 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.4459, pruned_loss=0.2347, over 2466575.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.06245, over 7963.40 utterances.], giga_tot_loss[loss=0.3465, simple_loss=0.3888, pruned_loss=0.1522, over 2474566.85 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06843, over 19982.31 utterances.], batch size: 113, lr: 1.77e-03
2022-08-20 08:36:33,030 INFO [train.py:927] (2/8) Epoch 1, batch 13600, giga_loss[loss=0.5836, simple_loss=0.5264, pruned_loss=0.3204, over 12356.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 258.00 utterances.], tot_loss[loss=0.3703, simple_loss=0.4025, pruned_loss=0.1691, over 2474821.02 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07985, over 21459.03 utterances.], libri_tot_loss[loss=0.4176, simple_loss=0.4451, pruned_loss=0.2335, over 2466887.01 frames. utt_duration=1244 frames, utt_pad_proportion=0.06177, over 7941.07 utterances.], giga_tot_loss[loss=0.3623, simple_loss=0.3982, pruned_loss=0.1633, over 2474943.29 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07864, over 22334.71 utterances.], batch size: 258, lr: 1.76e-03
2022-08-20 08:38:19,963 INFO [train.py:927] (2/8) Epoch 1, batch 13650, giga_loss[loss=0.4502, simple_loss=0.4572, pruned_loss=0.2216, over 12364.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03605, over 122.00 utterances.], tot_loss[loss=0.3819, simple_loss=0.4115, pruned_loss=0.1762, over 2474679.32 frames. utt_duration=461.2 frames, utt_pad_proportion=0.0752, over 21533.32 utterances.], libri_tot_loss[loss=0.4178, simple_loss=0.4463, pruned_loss=0.2317, over 2466811.66 frames. utt_duration=1239 frames, utt_pad_proportion=0.06392, over 7972.16 utterances.], giga_tot_loss[loss=0.3738, simple_loss=0.4056, pruned_loss=0.1709, over 2475152.01 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07391, over 22719.15 utterances.], batch size: 122, lr: 1.76e-03
2022-08-20 08:40:09,969 INFO [train.py:927] (2/8) Epoch 1, batch 13700, giga_loss[loss=0.5351, simple_loss=0.497, pruned_loss=0.2866, over 12394.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.3885, simple_loss=0.4164, pruned_loss=0.1803, over 2474297.27 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07659, over 21253.11 utterances.], libri_tot_loss[loss=0.4183, simple_loss=0.4465, pruned_loss=0.2307, over 2466605.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.06647, over 8019.88 utterances.], giga_tot_loss[loss=0.3806, simple_loss=0.4106, pruned_loss=0.1753, over 2475132.95 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07486, over 22599.63 utterances.], batch size: 259, lr: 1.76e-03
2022-08-20 08:41:55,164 INFO [train.py:927] (2/8) Epoch 1, batch 13750, giga_loss[loss=0.3894, simple_loss=0.4271, pruned_loss=0.1758, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02885, over 70.00 utterances.], tot_loss[loss=0.3887, simple_loss=0.4157, pruned_loss=0.1808, over 2474356.59 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07567, over 21136.20 utterances.], libri_tot_loss[loss=0.4179, simple_loss=0.4457, pruned_loss=0.23, over 2466708.40 frames. utt_duration=1233 frames, utt_pad_proportion=0.0657, over 8014.49 utterances.], giga_tot_loss[loss=0.3822, simple_loss=0.4113, pruned_loss=0.1766, over 2475060.54 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07469, over 22460.76 utterances.], batch size: 70, lr: 1.75e-03
2022-08-20 08:43:38,823 INFO [train.py:927] (2/8) Epoch 1, batch 13800, libri_loss[loss=0.2981, simple_loss=0.3365, pruned_loss=0.1298, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006456, over 31.00 utterances.], tot_loss[loss=0.3871, simple_loss=0.415, pruned_loss=0.1796, over 2474220.29 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07497, over 20659.52 utterances.], libri_tot_loss[loss=0.4162, simple_loss=0.4438, pruned_loss=0.2281, over 2466546.51 frames. utt_duration=1238 frames, utt_pad_proportion=0.06401, over 7976.29 utterances.], giga_tot_loss[loss=0.3825, simple_loss=0.4123, pruned_loss=0.1764, over 2475219.08 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07492, over 22196.30 utterances.], batch size: 31, lr: 1.75e-03
2022-08-20 08:45:24,006 INFO [train.py:927] (2/8) Epoch 1, batch 13850, giga_loss[loss=0.3267, simple_loss=0.3911, pruned_loss=0.1311, over 12383.00 frames. utt_duration=752 frames, utt_pad_proportion=0.0246, over 66.00 utterances.], tot_loss[loss=0.3844, simple_loss=0.4132, pruned_loss=0.1778, over 2473442.60 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07394, over 21447.69 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4416, pruned_loss=0.2262, over 2466256.57 frames. utt_duration=1246 frames, utt_pad_proportion=0.06296, over 7927.39 utterances.], giga_tot_loss[loss=0.382, simple_loss=0.4123, pruned_loss=0.1759, over 2474663.09 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07435, over 23009.96 utterances.], batch size: 66, lr: 1.75e-03
2022-08-20 08:47:11,078 INFO [train.py:927] (2/8) Epoch 1, batch 13900, giga_loss[loss=0.3684, simple_loss=0.4064, pruned_loss=0.1652, over 12443.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.0509, over 162.00 utterances.], tot_loss[loss=0.3824, simple_loss=0.4123, pruned_loss=0.1763, over 2473442.34 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07899, over 22122.24 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4411, pruned_loss=0.2251, over 2466694.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.06643, over 7997.88 utterances.], giga_tot_loss[loss=0.3795, simple_loss=0.4112, pruned_loss=0.1739, over 2474275.99 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07821, over 23851.73 utterances.], batch size: 162, lr: 1.75e-03
2022-08-20 08:48:57,772 INFO [train.py:927] (2/8) Epoch 1, batch 13950, giga_loss[loss=0.3491, simple_loss=0.3903, pruned_loss=0.1539, over 12480.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03435, over 40.00 utterances.], tot_loss[loss=0.3748, simple_loss=0.4071, pruned_loss=0.1713, over 2474237.45 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07944, over 22067.60 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.4393, pruned_loss=0.2231, over 2466801.18 frames. utt_duration=1238 frames, utt_pad_proportion=0.06521, over 7979.94 utterances.], giga_tot_loss[loss=0.3734, simple_loss=0.407, pruned_loss=0.1699, over 2475001.12 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07922, over 23840.72 utterances.], batch size: 40, lr: 1.74e-03
2022-08-20 08:50:40,778 INFO [train.py:927] (2/8) Epoch 1, batch 14000, giga_loss[loss=0.3931, simple_loss=0.3934, pruned_loss=0.1965, over 12355.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2039, over 369.00 utterances.], tot_loss[loss=0.3711, simple_loss=0.4041, pruned_loss=0.1691, over 2473452.88 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07835, over 21478.59 utterances.], libri_tot_loss[loss=0.4113, simple_loss=0.4381, pruned_loss=0.222, over 2466260.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.06383, over 7935.98 utterances.], giga_tot_loss[loss=0.3695, simple_loss=0.4042, pruned_loss=0.1675, over 2474760.72 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07873, over 23308.57 utterances.], batch size: 369, lr: 1.74e-03
2022-08-20 08:52:43,184 INFO [train.py:927] (2/8) Epoch 1, batch 14050, giga_loss[loss=0.3472, simple_loss=0.4052, pruned_loss=0.1447, over 12414.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03761, over 105.00 utterances.], tot_loss[loss=0.3679, simple_loss=0.4032, pruned_loss=0.1663, over 2474584.17 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07424, over 21565.79 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4396, pruned_loss=0.2228, over 2466190.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.0642, over 7955.49 utterances.], giga_tot_loss[loss=0.3646, simple_loss=0.4015, pruned_loss=0.1639, over 2475757.02 frames. utt_duration=430 frames, utt_pad_proportion=0.07473, over 23108.69 utterances.], batch size: 105, lr: 1.74e-03
2022-08-20 08:54:28,726 INFO [train.py:927] (2/8) Epoch 1, batch 14100, giga_loss[loss=0.3799, simple_loss=0.4261, pruned_loss=0.1669, over 12373.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03809, over 113.00 utterances.], tot_loss[loss=0.3679, simple_loss=0.4045, pruned_loss=0.1657, over 2474267.93 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07962, over 21632.21 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4403, pruned_loss=0.2233, over 2466123.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.063, over 7927.92 utterances.], giga_tot_loss[loss=0.363, simple_loss=0.4019, pruned_loss=0.162, over 2475446.19 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08016, over 23200.74 utterances.], batch size: 113, lr: 1.73e-03
2022-08-20 08:56:13,068 INFO [train.py:927] (2/8) Epoch 1, batch 14150, giga_loss[loss=0.3547, simple_loss=0.388, pruned_loss=0.1607, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0333, over 42.00 utterances.], tot_loss[loss=0.3686, simple_loss=0.4046, pruned_loss=0.1663, over 2474523.59 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07861, over 21704.15 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4398, pruned_loss=0.2228, over 2466243.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06594, over 8000.33 utterances.], giga_tot_loss[loss=0.364, simple_loss=0.4023, pruned_loss=0.1629, over 2475493.58 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07842, over 23121.32 utterances.], batch size: 42, lr: 1.73e-03
2022-08-20 08:57:57,200 INFO [train.py:927] (2/8) Epoch 1, batch 14200, giga_loss[loss=0.3177, simple_loss=0.3754, pruned_loss=0.13, over 12417.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02839, over 62.00 utterances.], tot_loss[loss=0.3648, simple_loss=0.4012, pruned_loss=0.1642, over 2474701.27 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07959, over 21296.73 utterances.], libri_tot_loss[loss=0.4135, simple_loss=0.4388, pruned_loss=0.2215, over 2466317.51 frames. utt_duration=1237 frames, utt_pad_proportion=0.06456, over 7983.65 utterances.], giga_tot_loss[loss=0.3607, simple_loss=0.3993, pruned_loss=0.1611, over 2475615.70 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07991, over 22814.42 utterances.], batch size: 62, lr: 1.73e-03
2022-08-20 08:59:41,476 INFO [train.py:927] (2/8) Epoch 1, batch 14250, giga_loss[loss=0.3429, simple_loss=0.4039, pruned_loss=0.1409, over 12271.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02774, over 54.00 utterances.], tot_loss[loss=0.3605, simple_loss=0.3986, pruned_loss=0.1612, over 2474432.93 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07359, over 19911.27 utterances.], libri_tot_loss[loss=0.412, simple_loss=0.4372, pruned_loss=0.2198, over 2466668.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06331, over 7968.08 utterances.], giga_tot_loss[loss=0.357, simple_loss=0.3972, pruned_loss=0.1584, over 2475125.26 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07481, over 21554.92 utterances.], batch size: 54, lr: 1.73e-03
2022-08-20 09:01:26,918 INFO [train.py:927] (2/8) Epoch 1, batch 14300, giga_loss[loss=0.3461, simple_loss=0.401, pruned_loss=0.1456, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03028, over 70.00 utterances.], tot_loss[loss=0.3569, simple_loss=0.3968, pruned_loss=0.1585, over 2474788.38 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07007, over 19423.37 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4358, pruned_loss=0.2187, over 2466734.48 frames. utt_duration=1244 frames, utt_pad_proportion=0.06247, over 7942.89 utterances.], giga_tot_loss[loss=0.3543, simple_loss=0.3962, pruned_loss=0.1562, over 2475414.33 frames. utt_duration=474 frames, utt_pad_proportion=0.07162, over 20953.16 utterances.], batch size: 70, lr: 1.72e-03
2022-08-20 09:03:13,651 INFO [train.py:927] (2/8) Epoch 1, batch 14350, giga_loss[loss=0.3006, simple_loss=0.3568, pruned_loss=0.1221, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03041, over 80.00 utterances.], tot_loss[loss=0.3551, simple_loss=0.3957, pruned_loss=0.1572, over 2475152.34 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07465, over 20114.47 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.4368, pruned_loss=0.2183, over 2466859.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06199, over 7943.46 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3941, pruned_loss=0.1552, over 2475609.28 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07574, over 21413.84 utterances.], batch size: 80, lr: 1.72e-03
2022-08-20 09:05:00,109 INFO [train.py:927] (2/8) Epoch 1, batch 14400, giga_loss[loss=0.3179, simple_loss=0.3678, pruned_loss=0.134, over 12299.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03664, over 51.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.3984, pruned_loss=0.1596, over 2475617.15 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07271, over 20041.09 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4403, pruned_loss=0.2197, over 2466958.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.06118, over 7924.77 utterances.], giga_tot_loss[loss=0.3523, simple_loss=0.3932, pruned_loss=0.1556, over 2476028.84 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07404, over 21316.10 utterances.], batch size: 51, lr: 1.72e-03
2022-08-20 09:06:47,800 INFO [train.py:927] (2/8) Epoch 1, batch 14450, giga_loss[loss=0.3674, simple_loss=0.4082, pruned_loss=0.1633, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02847, over 45.00 utterances.], tot_loss[loss=0.3564, simple_loss=0.3958, pruned_loss=0.1585, over 2475096.54 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07356, over 19767.21 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.4402, pruned_loss=0.2196, over 2466929.41 frames. utt_duration=1235 frames, utt_pad_proportion=0.06473, over 7997.96 utterances.], giga_tot_loss[loss=0.3501, simple_loss=0.3912, pruned_loss=0.1545, over 2475541.96 frames. utt_duration=476 frames, utt_pad_proportion=0.07336, over 20865.53 utterances.], batch size: 45, lr: 1.72e-03
2022-08-20 09:08:33,149 INFO [train.py:927] (2/8) Epoch 1, batch 14500, giga_loss[loss=0.3298, simple_loss=0.3885, pruned_loss=0.1355, over 12382.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.0312, over 62.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3959, pruned_loss=0.1588, over 2475171.72 frames. utt_duration=505 frames, utt_pad_proportion=0.07356, over 19660.51 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.44, pruned_loss=0.2189, over 2467481.26 frames. utt_duration=1223 frames, utt_pad_proportion=0.06794, over 8078.85 utterances.], giga_tot_loss[loss=0.3502, simple_loss=0.3912, pruned_loss=0.1547, over 2475233.54 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07241, over 20782.77 utterances.], batch size: 62, lr: 1.71e-03
2022-08-20 09:10:17,496 INFO [train.py:927] (2/8) Epoch 1, batch 14550, libri_loss[loss=0.2699, simple_loss=0.3153, pruned_loss=0.1123, over 12451.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01062, over 29.00 utterances.], tot_loss[loss=0.3516, simple_loss=0.3928, pruned_loss=0.1552, over 2475357.95 frames. utt_duration=512 frames, utt_pad_proportion=0.07231, over 19391.84 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4384, pruned_loss=0.2174, over 2467575.89 frames. utt_duration=1226 frames, utt_pad_proportion=0.06707, over 8059.03 utterances.], giga_tot_loss[loss=0.3466, simple_loss=0.3894, pruned_loss=0.1519, over 2475479.37 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07182, over 20566.86 utterances.], batch size: 29, lr: 1.71e-03
2022-08-20 09:11:59,662 INFO [train.py:927] (2/8) Epoch 1, batch 14600, giga_loss[loss=0.3372, simple_loss=0.3893, pruned_loss=0.1426, over 12399.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02583, over 66.00 utterances.], tot_loss[loss=0.3503, simple_loss=0.3915, pruned_loss=0.1546, over 2474816.22 frames. utt_duration=530.1 frames, utt_pad_proportion=0.0694, over 18724.71 utterances.], libri_tot_loss[loss=0.4101, simple_loss=0.4355, pruned_loss=0.2143, over 2467690.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06469, over 8027.33 utterances.], giga_tot_loss[loss=0.3455, simple_loss=0.3887, pruned_loss=0.1511, over 2475277.86 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07014, over 20407.06 utterances.], batch size: 66, lr: 1.71e-03
2022-08-20 09:13:47,513 INFO [train.py:927] (2/8) Epoch 1, batch 14650, giga_loss[loss=0.3533, simple_loss=0.3966, pruned_loss=0.155, over 12295.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02554, over 54.00 utterances.], tot_loss[loss=0.3558, simple_loss=0.3945, pruned_loss=0.1585, over 2475038.98 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07448, over 19571.75 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.4345, pruned_loss=0.2131, over 2467487.97 frames. utt_duration=1236 frames, utt_pad_proportion=0.0632, over 7993.98 utterances.], giga_tot_loss[loss=0.3513, simple_loss=0.3921, pruned_loss=0.1552, over 2475762.26 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07527, over 21252.37 utterances.], batch size: 54, lr: 1.70e-03
2022-08-20 09:15:30,624 INFO [train.py:927] (2/8) Epoch 1, batch 14700, giga_loss[loss=0.3913, simple_loss=0.4173, pruned_loss=0.1826, over 12446.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.3971, pruned_loss=0.1618, over 2475003.51 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07465, over 19966.45 utterances.], libri_tot_loss[loss=0.4075, simple_loss=0.4335, pruned_loss=0.2112, over 2467643.67 frames. utt_duration=1238 frames, utt_pad_proportion=0.06217, over 7980.60 utterances.], giga_tot_loss[loss=0.3563, simple_loss=0.3947, pruned_loss=0.1589, over 2475708.18 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07573, over 21773.04 utterances.], batch size: 123, lr: 1.70e-03
2022-08-20 09:17:15,794 INFO [train.py:927] (2/8) Epoch 1, batch 14750, giga_loss[loss=0.3372, simple_loss=0.387, pruned_loss=0.1436, over 12409.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03182, over 75.00 utterances.], tot_loss[loss=0.3595, simple_loss=0.3963, pruned_loss=0.1614, over 2474439.98 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07198, over 19614.72 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.4336, pruned_loss=0.2113, over 2467383.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.06127, over 7958.09 utterances.], giga_tot_loss[loss=0.355, simple_loss=0.3937, pruned_loss=0.1582, over 2475377.82 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07342, over 21288.05 utterances.], batch size: 75, lr: 1.70e-03
2022-08-20 09:19:01,561 INFO [train.py:927] (2/8) Epoch 1, batch 14800, giga_loss[loss=0.3498, simple_loss=0.4072, pruned_loss=0.1462, over 12410.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02786, over 58.00 utterances.], tot_loss[loss=0.3617, simple_loss=0.396, pruned_loss=0.1638, over 2474821.23 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07393, over 20334.80 utterances.], libri_tot_loss[loss=0.4111, simple_loss=0.433, pruned_loss=0.2142, over 2467543.13 frames. utt_duration=1243 frames, utt_pad_proportion=0.06039, over 7951.95 utterances.], giga_tot_loss[loss=0.3547, simple_loss=0.3938, pruned_loss=0.1578, over 2475546.42 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07527, over 21871.02 utterances.], batch size: 58, lr: 1.70e-03
2022-08-20 09:20:49,165 INFO [train.py:927] (2/8) Epoch 1, batch 14850, giga_loss[loss=0.3274, simple_loss=0.38, pruned_loss=0.1374, over 12360.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02787, over 66.00 utterances.], tot_loss[loss=0.3627, simple_loss=0.3955, pruned_loss=0.1649, over 2474791.75 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07104, over 19382.87 utterances.], libri_tot_loss[loss=0.4174, simple_loss=0.4354, pruned_loss=0.2189, over 2467596.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.05961, over 7929.62 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.3907, pruned_loss=0.1551, over 2475462.75 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07271, over 20897.79 utterances.], batch size: 66, lr: 1.69e-03
2022-08-20 09:22:31,508 INFO [train.py:927] (2/8) Epoch 1, batch 14900, giga_loss[loss=0.3534, simple_loss=0.4001, pruned_loss=0.1534, over 12416.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.3933, pruned_loss=0.1621, over 2474962.56 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06999, over 19286.90 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.434, pruned_loss=0.2165, over 2467679.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.05863, over 7927.83 utterances.], giga_tot_loss[loss=0.349, simple_loss=0.3892, pruned_loss=0.1544, over 2475678.87 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07195, over 20940.33 utterances.], batch size: 105, lr: 1.69e-03
2022-08-20 09:24:21,333 INFO [train.py:927] (2/8) Epoch 1, batch 14950, giga_loss[loss=0.3067, simple_loss=0.3811, pruned_loss=0.1161, over 12358.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.3586, simple_loss=0.3961, pruned_loss=0.1606, over 2474919.85 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06862, over 19800.71 utterances.], libri_tot_loss[loss=0.4148, simple_loss=0.434, pruned_loss=0.216, over 2467540.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.05824, over 7929.52 utterances.], giga_tot_loss[loss=0.3507, simple_loss=0.3925, pruned_loss=0.1544, over 2475681.09 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07039, over 21209.01 utterances.], batch size: 58, lr: 1.69e-03
2022-08-20 09:26:04,777 INFO [train.py:927] (2/8) Epoch 1, batch 15000, giga_loss[loss=0.3426, simple_loss=0.3991, pruned_loss=0.1431, over 12387.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.3586, simple_loss=0.398, pruned_loss=0.1596, over 2474123.40 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07125, over 20161.09 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4343, pruned_loss=0.215, over 2467182.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.05779, over 7898.72 utterances.], giga_tot_loss[loss=0.3521, simple_loss=0.3944, pruned_loss=0.1549, over 2475151.98 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07267, over 21467.31 utterances.], batch size: 58, lr: 1.69e-03
2022-08-20 09:26:04,778 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 09:26:18,819 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.4058, simple_loss=0.6146, pruned_loss=0.09849, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 09:28:01,346 INFO [train.py:927] (2/8) Epoch 1, batch 15050, giga_loss[loss=0.3163, simple_loss=0.38, pruned_loss=0.1264, over 12378.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.0303, over 58.00 utterances.], tot_loss[loss=0.3646, simple_loss=0.4036, pruned_loss=0.1628, over 2474510.27 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07564, over 20931.43 utterances.], libri_tot_loss[loss=0.4159, simple_loss=0.4376, pruned_loss=0.2147, over 2467296.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.06144, over 7955.21 utterances.], giga_tot_loss[loss=0.3568, simple_loss=0.3972, pruned_loss=0.1582, over 2475389.21 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07545, over 22207.68 utterances.], batch size: 58, lr: 1.68e-03
2022-08-20 09:29:45,320 INFO [train.py:927] (2/8) Epoch 1, batch 15100, libri_loss[loss=0.3597, simple_loss=0.3931, pruned_loss=0.1632, over 12178.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007087, over 33.00 utterances.], tot_loss[loss=0.3625, simple_loss=0.4008, pruned_loss=0.1621, over 2474697.23 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07881, over 20764.84 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4356, pruned_loss=0.2128, over 2467259.21 frames. utt_duration=1246 frames, utt_pad_proportion=0.05993, over 7929.23 utterances.], giga_tot_loss[loss=0.3562, simple_loss=0.3962, pruned_loss=0.1581, over 2475742.35 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07915, over 22304.89 utterances.], batch size: 33, lr: 1.68e-03
2022-08-20 09:31:28,135 INFO [train.py:927] (2/8) Epoch 1, batch 15150, giga_loss[loss=0.3474, simple_loss=0.3896, pruned_loss=0.1526, over 12345.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02963, over 85.00 utterances.], tot_loss[loss=0.36, simple_loss=0.3976, pruned_loss=0.1612, over 2474275.02 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07828, over 20669.32 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4343, pruned_loss=0.2117, over 2467519.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.0597, over 7926.67 utterances.], giga_tot_loss[loss=0.355, simple_loss=0.3942, pruned_loss=0.1579, over 2475025.93 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07881, over 22189.94 utterances.], batch size: 85, lr: 1.68e-03
2022-08-20 09:33:13,356 INFO [train.py:927] (2/8) Epoch 1, batch 15200, giga_loss[loss=0.4178, simple_loss=0.4319, pruned_loss=0.2018, over 12399.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07309, over 212.00 utterances.], tot_loss[loss=0.36, simple_loss=0.3969, pruned_loss=0.1615, over 2474192.85 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07654, over 20865.11 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4337, pruned_loss=0.211, over 2467604.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.05927, over 7929.17 utterances.], giga_tot_loss[loss=0.3556, simple_loss=0.3941, pruned_loss=0.1586, over 2474823.59 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07731, over 22298.54 utterances.], batch size: 212, lr: 1.68e-03
2022-08-20 09:34:55,202 INFO [train.py:927] (2/8) Epoch 1, batch 15250, giga_loss[loss=0.3298, simple_loss=0.3811, pruned_loss=0.1392, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03157, over 97.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.3974, pruned_loss=0.1621, over 2473684.92 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07306, over 20126.70 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4362, pruned_loss=0.2123, over 2467428.13 frames. utt_duration=1251 frames, utt_pad_proportion=0.05821, over 7896.38 utterances.], giga_tot_loss[loss=0.3532, simple_loss=0.3919, pruned_loss=0.1573, over 2474481.20 frames. utt_duration=460 frames, utt_pad_proportion=0.07435, over 21585.38 utterances.], batch size: 97, lr: 1.67e-03
2022-08-20 09:36:38,212 INFO [train.py:927] (2/8) Epoch 1, batch 15300, giga_loss[loss=0.3044, simple_loss=0.358, pruned_loss=0.1254, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03357, over 28.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.3964, pruned_loss=0.1606, over 2473731.91 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07767, over 20584.16 utterances.], libri_tot_loss[loss=0.4138, simple_loss=0.4354, pruned_loss=0.2113, over 2467393.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06735, over 8039.67 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3916, pruned_loss=0.1564, over 2474553.53 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07586, over 21953.44 utterances.], batch size: 28, lr: 1.67e-03
2022-08-20 09:38:21,975 INFO [train.py:927] (2/8) Epoch 1, batch 15350, giga_loss[loss=0.4249, simple_loss=0.4302, pruned_loss=0.2099, over 12367.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09836, over 256.00 utterances.], tot_loss[loss=0.3585, simple_loss=0.3964, pruned_loss=0.1603, over 2474048.48 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07504, over 20512.20 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4353, pruned_loss=0.2106, over 2467368.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.07034, over 8088.70 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.392, pruned_loss=0.1566, over 2474830.39 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07276, over 21772.89 utterances.], batch size: 256, lr: 1.67e-03
2022-08-20 09:40:05,763 INFO [train.py:927] (2/8) Epoch 1, batch 15400, giga_loss[loss=0.3318, simple_loss=0.4022, pruned_loss=0.1307, over 12327.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03423, over 62.00 utterances.], tot_loss[loss=0.3529, simple_loss=0.3953, pruned_loss=0.1552, over 2473480.53 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07638, over 20300.86 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4353, pruned_loss=0.2106, over 2467368.51 frames. utt_duration=1222 frames, utt_pad_proportion=0.07034, over 8088.70 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3919, pruned_loss=0.1524, over 2474089.10 frames. utt_duration=466.5 frames, utt_pad_proportion=0.0745, over 21282.07 utterances.], batch size: 62, lr: 1.67e-03
2022-08-20 09:41:48,235 INFO [train.py:927] (2/8) Epoch 1, batch 15450, giga_loss[loss=0.3125, simple_loss=0.3653, pruned_loss=0.1298, over 12378.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.3571, simple_loss=0.3987, pruned_loss=0.1577, over 2474212.54 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07054, over 19943.24 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4344, pruned_loss=0.2098, over 2467033.12 frames. utt_duration=1224 frames, utt_pad_proportion=0.0693, over 8069.63 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.3959, pruned_loss=0.155, over 2475133.77 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06966, over 21008.43 utterances.], batch size: 70, lr: 1.66e-03
2022-08-20 09:43:31,424 INFO [train.py:927] (2/8) Epoch 1, batch 15500, giga_loss[loss=0.4526, simple_loss=0.4549, pruned_loss=0.2252, over 12301.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0268, over 45.00 utterances.], tot_loss[loss=0.3628, simple_loss=0.4018, pruned_loss=0.1619, over 2474060.39 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07503, over 20775.44 utterances.], libri_tot_loss[loss=0.4119, simple_loss=0.4339, pruned_loss=0.2093, over 2466738.26 frames. utt_duration=1227 frames, utt_pad_proportion=0.0687, over 8050.60 utterances.], giga_tot_loss[loss=0.3594, simple_loss=0.3996, pruned_loss=0.1596, over 2475136.25 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07438, over 21792.51 utterances.], batch size: 45, lr: 1.66e-03
2022-08-20 09:45:14,669 INFO [train.py:927] (2/8) Epoch 1, batch 15550, giga_loss[loss=0.3949, simple_loss=0.4307, pruned_loss=0.1795, over 12437.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05349, over 162.00 utterances.], tot_loss[loss=0.3637, simple_loss=0.4038, pruned_loss=0.1619, over 2474689.75 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07295, over 20740.19 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4364, pruned_loss=0.2099, over 2467056.41 frames. utt_duration=1229 frames, utt_pad_proportion=0.06765, over 8041.70 utterances.], giga_tot_loss[loss=0.3583, simple_loss=0.3993, pruned_loss=0.1586, over 2475389.61 frames. utt_duration=456 frames, utt_pad_proportion=0.07296, over 21786.43 utterances.], batch size: 162, lr: 1.66e-03
2022-08-20 09:46:57,492 INFO [train.py:927] (2/8) Epoch 1, batch 15600, giga_loss[loss=0.3108, simple_loss=0.3803, pruned_loss=0.1207, over 12369.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.3711, simple_loss=0.4087, pruned_loss=0.1667, over 2474434.40 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07696, over 20843.17 utterances.], libri_tot_loss[loss=0.4229, simple_loss=0.4416, pruned_loss=0.2156, over 2467364.66 frames. utt_duration=1230 frames, utt_pad_proportion=0.06594, over 8031.16 utterances.], giga_tot_loss[loss=0.3575, simple_loss=0.3997, pruned_loss=0.1576, over 2474998.32 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07744, over 22151.42 utterances.], batch size: 85, lr: 1.66e-03
2022-08-20 09:48:39,475 INFO [train.py:927] (2/8) Epoch 1, batch 15650, giga_loss[loss=0.3253, simple_loss=0.3797, pruned_loss=0.1355, over 12282.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02618, over 54.00 utterances.], tot_loss[loss=0.3685, simple_loss=0.4068, pruned_loss=0.165, over 2474969.02 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07124, over 20614.04 utterances.], libri_tot_loss[loss=0.4225, simple_loss=0.4412, pruned_loss=0.2153, over 2467227.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06569, over 8024.00 utterances.], giga_tot_loss[loss=0.358, simple_loss=0.3999, pruned_loss=0.158, over 2475554.51 frames. utt_duration=457.9 frames, utt_pad_proportion=0.072, over 21696.43 utterances.], batch size: 54, lr: 1.65e-03
2022-08-20 09:50:21,201 INFO [train.py:927] (2/8) Epoch 1, batch 15700, giga_loss[loss=0.2884, simple_loss=0.3463, pruned_loss=0.1152, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04064, over 28.00 utterances.], tot_loss[loss=0.3634, simple_loss=0.4022, pruned_loss=0.1623, over 2474475.78 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07271, over 20941.52 utterances.], libri_tot_loss[loss=0.4214, simple_loss=0.4404, pruned_loss=0.2145, over 2467118.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.06497, over 8004.70 utterances.], giga_tot_loss[loss=0.3553, simple_loss=0.397, pruned_loss=0.1568, over 2475147.89 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07354, over 21992.31 utterances.], batch size: 28, lr: 1.65e-03
2022-08-20 09:52:05,656 INFO [train.py:927] (2/8) Epoch 1, batch 15750, giga_loss[loss=0.4115, simple_loss=0.43, pruned_loss=0.1965, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03626, over 28.00 utterances.], tot_loss[loss=0.3601, simple_loss=0.3987, pruned_loss=0.1608, over 2473735.36 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07135, over 20515.34 utterances.], libri_tot_loss[loss=0.4209, simple_loss=0.4397, pruned_loss=0.214, over 2466922.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.06864, over 8081.73 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3945, pruned_loss=0.1558, over 2474569.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.0708, over 21509.48 utterances.], batch size: 28, lr: 1.65e-03
2022-08-20 09:53:47,001 INFO [train.py:927] (2/8) Epoch 1, batch 15800, giga_loss[loss=0.3125, simple_loss=0.3656, pruned_loss=0.1297, over 12372.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03304, over 122.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3956, pruned_loss=0.1589, over 2474208.97 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07237, over 20762.76 utterances.], libri_tot_loss[loss=0.4193, simple_loss=0.4382, pruned_loss=0.2128, over 2466996.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06768, over 8074.47 utterances.], giga_tot_loss[loss=0.3508, simple_loss=0.3924, pruned_loss=0.1546, over 2474996.83 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07221, over 21881.13 utterances.], batch size: 122, lr: 1.65e-03
2022-08-20 09:55:27,024 INFO [train.py:927] (2/8) Epoch 1, batch 15850, giga_loss[loss=0.3211, simple_loss=0.3804, pruned_loss=0.1309, over 12422.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05221, over 162.00 utterances.], tot_loss[loss=0.3533, simple_loss=0.395, pruned_loss=0.1558, over 2474839.01 frames. utt_duration=465.8 frames, utt_pad_proportion=0.0748, over 21318.93 utterances.], libri_tot_loss[loss=0.4209, simple_loss=0.4406, pruned_loss=0.2128, over 2467410.28 frames. utt_duration=1211 frames, utt_pad_proportion=0.07065, over 8157.93 utterances.], giga_tot_loss[loss=0.3453, simple_loss=0.389, pruned_loss=0.1508, over 2475290.67 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07371, over 22504.59 utterances.], batch size: 162, lr: 1.65e-03
2022-08-20 09:57:13,065 INFO [train.py:927] (2/8) Epoch 1, batch 15900, giga_loss[loss=0.3071, simple_loss=0.3526, pruned_loss=0.1308, over 12389.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02993, over 58.00 utterances.], tot_loss[loss=0.3497, simple_loss=0.3922, pruned_loss=0.1536, over 2474466.51 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07005, over 20695.55 utterances.], libri_tot_loss[loss=0.4194, simple_loss=0.4395, pruned_loss=0.2116, over 2467751.76 frames. utt_duration=1212 frames, utt_pad_proportion=0.0704, over 8152.07 utterances.], giga_tot_loss[loss=0.3435, simple_loss=0.3876, pruned_loss=0.1497, over 2474661.17 frames. utt_duration=454.3 frames, utt_pad_proportion=0.06946, over 21857.62 utterances.], batch size: 58, lr: 1.64e-03
2022-08-20 09:58:57,932 INFO [train.py:927] (2/8) Epoch 1, batch 15950, giga_loss[loss=0.3852, simple_loss=0.4136, pruned_loss=0.1784, over 12419.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02429, over 48.00 utterances.], tot_loss[loss=0.3455, simple_loss=0.3881, pruned_loss=0.1515, over 2473922.36 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07263, over 20205.67 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4373, pruned_loss=0.2096, over 2467779.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.06874, over 8126.24 utterances.], giga_tot_loss[loss=0.3402, simple_loss=0.3845, pruned_loss=0.1479, over 2474281.61 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07256, over 21604.13 utterances.], batch size: 48, lr: 1.64e-03
2022-08-20 10:00:37,082 INFO [train.py:927] (2/8) Epoch 1, batch 16000, giga_loss[loss=0.3353, simple_loss=0.3804, pruned_loss=0.145, over 12456.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.3463, simple_loss=0.3884, pruned_loss=0.1521, over 2473748.87 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07213, over 20277.19 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.4354, pruned_loss=0.2085, over 2467643.76 frames. utt_duration=1222 frames, utt_pad_proportion=0.06707, over 8090.01 utterances.], giga_tot_loss[loss=0.3409, simple_loss=0.3855, pruned_loss=0.1482, over 2474385.34 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07273, over 21884.56 utterances.], batch size: 105, lr: 1.64e-03
2022-08-20 10:02:20,827 INFO [train.py:927] (2/8) Epoch 1, batch 16050, giga_loss[loss=0.4265, simple_loss=0.4287, pruned_loss=0.2122, over 12389.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1106, over 260.00 utterances.], tot_loss[loss=0.3434, simple_loss=0.3861, pruned_loss=0.1504, over 2473988.30 frames. utt_duration=492.9 frames, utt_pad_proportion=0.0699, over 20138.29 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4341, pruned_loss=0.2076, over 2467583.46 frames. utt_duration=1227 frames, utt_pad_proportion=0.06586, over 8055.08 utterances.], giga_tot_loss[loss=0.3387, simple_loss=0.3839, pruned_loss=0.1467, over 2474689.60 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07097, over 21720.53 utterances.], batch size: 260, lr: 1.64e-03
2022-08-20 10:04:04,033 INFO [train.py:927] (2/8) Epoch 1, batch 16100, giga_loss[loss=0.4396, simple_loss=0.4292, pruned_loss=0.225, over 12365.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 369.00 utterances.], tot_loss[loss=0.3458, simple_loss=0.3873, pruned_loss=0.1521, over 2473930.22 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07283, over 20700.81 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4329, pruned_loss=0.2067, over 2467187.52 frames. utt_duration=1230 frames, utt_pad_proportion=0.0651, over 8035.11 utterances.], giga_tot_loss[loss=0.3416, simple_loss=0.3855, pruned_loss=0.1488, over 2474945.32 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07371, over 22223.14 utterances.], batch size: 369, lr: 1.63e-03
2022-08-20 10:05:47,758 INFO [train.py:927] (2/8) Epoch 1, batch 16150, giga_loss[loss=0.3076, simple_loss=0.3685, pruned_loss=0.1233, over 12380.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.3492, simple_loss=0.3909, pruned_loss=0.1538, over 2473326.11 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07309, over 19721.60 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4342, pruned_loss=0.2062, over 2466922.72 frames. utt_duration=1225 frames, utt_pad_proportion=0.06739, over 8066.77 utterances.], giga_tot_loss[loss=0.3427, simple_loss=0.3865, pruned_loss=0.1494, over 2474667.28 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07324, over 21427.11 utterances.], batch size: 62, lr: 1.63e-03
2022-08-20 10:07:35,907 INFO [train.py:927] (2/8) Epoch 1, batch 16200, giga_loss[loss=0.3607, simple_loss=0.3896, pruned_loss=0.1659, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02752, over 48.00 utterances.], tot_loss[loss=0.3504, simple_loss=0.3916, pruned_loss=0.1546, over 2473682.41 frames. utt_duration=494 frames, utt_pad_proportion=0.07235, over 20090.02 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4338, pruned_loss=0.2062, over 2466900.57 frames. utt_duration=1225 frames, utt_pad_proportion=0.06662, over 8061.83 utterances.], giga_tot_loss[loss=0.3445, simple_loss=0.388, pruned_loss=0.1505, over 2474850.65 frames. utt_duration=459.8 frames, utt_pad_proportion=0.0728, over 21597.24 utterances.], batch size: 48, lr: 1.63e-03
2022-08-20 10:09:22,534 INFO [train.py:927] (2/8) Epoch 1, batch 16250, giga_loss[loss=0.3286, simple_loss=0.3749, pruned_loss=0.1412, over 12372.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.0306, over 85.00 utterances.], tot_loss[loss=0.3547, simple_loss=0.3939, pruned_loss=0.1578, over 2473953.38 frames. utt_duration=478.4 frames, utt_pad_proportion=0.0728, over 20745.88 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.433, pruned_loss=0.2069, over 2466969.21 frames. utt_duration=1230 frames, utt_pad_proportion=0.06474, over 8029.77 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3902, pruned_loss=0.1521, over 2475091.33 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07383, over 22461.20 utterances.], batch size: 85, lr: 1.63e-03
2022-08-20 10:11:10,814 INFO [train.py:927] (2/8) Epoch 1, batch 16300, giga_loss[loss=0.3199, simple_loss=0.367, pruned_loss=0.1364, over 12407.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03258, over 80.00 utterances.], tot_loss[loss=0.3507, simple_loss=0.3909, pruned_loss=0.1553, over 2473739.32 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06788, over 20081.39 utterances.], libri_tot_loss[loss=0.4127, simple_loss=0.4318, pruned_loss=0.2061, over 2466408.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06385, over 7999.51 utterances.], giga_tot_loss[loss=0.3447, simple_loss=0.3883, pruned_loss=0.1505, over 2475262.74 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06938, over 21692.28 utterances.], batch size: 80, lr: 1.62e-03
2022-08-20 10:12:54,870 INFO [train.py:927] (2/8) Epoch 1, batch 16350, giga_loss[loss=0.3538, simple_loss=0.3897, pruned_loss=0.1589, over 12327.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03538, over 62.00 utterances.], tot_loss[loss=0.3503, simple_loss=0.3899, pruned_loss=0.1553, over 2473397.11 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07169, over 20568.10 utterances.], libri_tot_loss[loss=0.4104, simple_loss=0.4301, pruned_loss=0.2044, over 2466051.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.06291, over 7977.82 utterances.], giga_tot_loss[loss=0.3456, simple_loss=0.3881, pruned_loss=0.1515, over 2475167.20 frames. utt_duration=446 frames, utt_pad_proportion=0.07302, over 22271.38 utterances.], batch size: 62, lr: 1.62e-03
2022-08-20 10:14:39,304 INFO [train.py:927] (2/8) Epoch 1, batch 16400, libri_loss[loss=0.3766, simple_loss=0.4111, pruned_loss=0.171, over 12339.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.004332, over 33.00 utterances.], tot_loss[loss=0.3487, simple_loss=0.3894, pruned_loss=0.154, over 2473549.08 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0677, over 19733.92 utterances.], libri_tot_loss[loss=0.4097, simple_loss=0.43, pruned_loss=0.2035, over 2465824.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06176, over 7943.76 utterances.], giga_tot_loss[loss=0.3442, simple_loss=0.3871, pruned_loss=0.1506, over 2475332.90 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06952, over 21394.84 utterances.], batch size: 33, lr: 1.62e-03
2022-08-20 10:16:25,553 INFO [train.py:927] (2/8) Epoch 1, batch 16450, giga_loss[loss=0.3665, simple_loss=0.4106, pruned_loss=0.1612, over 12447.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04238, over 114.00 utterances.], tot_loss[loss=0.3489, simple_loss=0.3892, pruned_loss=0.1543, over 2473837.24 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07085, over 19930.72 utterances.], libri_tot_loss[loss=0.4086, simple_loss=0.4291, pruned_loss=0.2026, over 2466121.09 frames. utt_duration=1248 frames, utt_pad_proportion=0.06064, over 7915.41 utterances.], giga_tot_loss[loss=0.3449, simple_loss=0.3873, pruned_loss=0.1513, over 2475166.81 frames. utt_duration=461 frames, utt_pad_proportion=0.07248, over 21544.89 utterances.], batch size: 114, lr: 1.62e-03
2022-08-20 10:18:10,352 INFO [train.py:927] (2/8) Epoch 1, batch 16500, giga_loss[loss=0.352, simple_loss=0.3865, pruned_loss=0.1587, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02984, over 48.00 utterances.], tot_loss[loss=0.3525, simple_loss=0.3909, pruned_loss=0.1571, over 2473855.58 frames. utt_duration=490 frames, utt_pad_proportion=0.07564, over 20255.84 utterances.], libri_tot_loss[loss=0.4073, simple_loss=0.4278, pruned_loss=0.2017, over 2466260.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.05964, over 7902.13 utterances.], giga_tot_loss[loss=0.349, simple_loss=0.3896, pruned_loss=0.1542, over 2475008.47 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07703, over 21900.94 utterances.], batch size: 48, lr: 1.62e-03
2022-08-20 10:19:55,047 INFO [train.py:927] (2/8) Epoch 1, batch 16550, giga_loss[loss=0.371, simple_loss=0.3989, pruned_loss=0.1716, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03778, over 113.00 utterances.], tot_loss[loss=0.352, simple_loss=0.3908, pruned_loss=0.1566, over 2474098.83 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07332, over 20115.54 utterances.], libri_tot_loss[loss=0.4062, simple_loss=0.427, pruned_loss=0.2008, over 2466329.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.05914, over 7907.89 utterances.], giga_tot_loss[loss=0.3493, simple_loss=0.3898, pruned_loss=0.1544, over 2475107.84 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07487, over 21635.28 utterances.], batch size: 113, lr: 1.61e-03
2022-08-20 10:21:41,058 INFO [train.py:927] (2/8) Epoch 1, batch 16600, giga_loss[loss=0.4199, simple_loss=0.4207, pruned_loss=0.2096, over 12337.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2007, over 367.00 utterances.], tot_loss[loss=0.3539, simple_loss=0.3959, pruned_loss=0.156, over 2473823.22 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07211, over 19843.86 utterances.], libri_tot_loss[loss=0.4089, simple_loss=0.4318, pruned_loss=0.2009, over 2465896.30 frames. utt_duration=1252 frames, utt_pad_proportion=0.05826, over 7884.86 utterances.], giga_tot_loss[loss=0.3482, simple_loss=0.3898, pruned_loss=0.1533, over 2475149.01 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0738, over 21284.42 utterances.], batch size: 367, lr: 1.61e-03
2022-08-20 10:23:25,465 INFO [train.py:927] (2/8) Epoch 1, batch 16650, giga_loss[loss=0.3439, simple_loss=0.3932, pruned_loss=0.1473, over 12324.00 frames. utt_duration=796.7 frames, utt_pad_proportion=0.03431, over 62.00 utterances.], tot_loss[loss=0.3598, simple_loss=0.3992, pruned_loss=0.1602, over 2473579.50 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07582, over 20712.78 utterances.], libri_tot_loss[loss=0.4088, simple_loss=0.4317, pruned_loss=0.2006, over 2465894.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06115, over 7927.52 utterances.], giga_tot_loss[loss=0.3534, simple_loss=0.3932, pruned_loss=0.1568, over 2474968.91 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07615, over 22292.80 utterances.], batch size: 62, lr: 1.61e-03
2022-08-20 10:25:09,616 INFO [train.py:927] (2/8) Epoch 1, batch 16700, giga_loss[loss=0.3169, simple_loss=0.3735, pruned_loss=0.1301, over 12392.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02952, over 97.00 utterances.], tot_loss[loss=0.3574, simple_loss=0.3971, pruned_loss=0.1589, over 2473877.40 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07425, over 20398.53 utterances.], libri_tot_loss[loss=0.4062, simple_loss=0.4296, pruned_loss=0.1987, over 2466202.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.05984, over 7908.22 utterances.], giga_tot_loss[loss=0.3531, simple_loss=0.3931, pruned_loss=0.1565, over 2474957.52 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07525, over 22078.83 utterances.], batch size: 97, lr: 1.61e-03
2022-08-20 10:26:52,421 INFO [train.py:927] (2/8) Epoch 1, batch 16750, giga_loss[loss=0.3065, simple_loss=0.3661, pruned_loss=0.1234, over 12448.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.3564, simple_loss=0.3966, pruned_loss=0.1581, over 2474352.40 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07633, over 20903.87 utterances.], libri_tot_loss[loss=0.4043, simple_loss=0.428, pruned_loss=0.1975, over 2466355.82 frames. utt_duration=1250 frames, utt_pad_proportion=0.05928, over 7899.15 utterances.], giga_tot_loss[loss=0.3533, simple_loss=0.394, pruned_loss=0.1563, over 2475276.90 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07727, over 22596.81 utterances.], batch size: 86, lr: 1.60e-03
2022-08-20 10:28:34,768 INFO [train.py:927] (2/8) Epoch 1, batch 16800, giga_loss[loss=0.3115, simple_loss=0.3693, pruned_loss=0.1268, over 12381.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03022, over 97.00 utterances.], tot_loss[loss=0.3513, simple_loss=0.3927, pruned_loss=0.1549, over 2474333.64 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07307, over 20568.10 utterances.], libri_tot_loss[loss=0.4039, simple_loss=0.4274, pruned_loss=0.1972, over 2466291.83 frames. utt_duration=1251 frames, utt_pad_proportion=0.05894, over 7895.58 utterances.], giga_tot_loss[loss=0.3486, simple_loss=0.3908, pruned_loss=0.1532, over 2475246.90 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07424, over 22082.88 utterances.], batch size: 97, lr: 1.60e-03
2022-08-20 10:30:16,923 INFO [train.py:927] (2/8) Epoch 1, batch 16850, giga_loss[loss=0.2969, simple_loss=0.3635, pruned_loss=0.1151, over 12415.00 frames. utt_duration=753.9 frames, utt_pad_proportion=0.02341, over 66.00 utterances.], tot_loss[loss=0.3523, simple_loss=0.3953, pruned_loss=0.1547, over 2474538.45 frames. utt_duration=508 frames, utt_pad_proportion=0.0708, over 19543.06 utterances.], libri_tot_loss[loss=0.4047, simple_loss=0.4295, pruned_loss=0.1968, over 2466347.40 frames. utt_duration=1255 frames, utt_pad_proportion=0.05787, over 7871.10 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3904, pruned_loss=0.152, over 2475551.29 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07254, over 21309.94 utterances.], batch size: 66, lr: 1.60e-03
2022-08-20 10:32:03,760 INFO [train.py:927] (2/8) Epoch 1, batch 16900, giga_loss[loss=0.3375, simple_loss=0.38, pruned_loss=0.1474, over 12353.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03306, over 104.00 utterances.], tot_loss[loss=0.351, simple_loss=0.3933, pruned_loss=0.1543, over 2474621.52 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07038, over 19551.87 utterances.], libri_tot_loss[loss=0.4032, simple_loss=0.4283, pruned_loss=0.1956, over 2466318.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.05715, over 7870.46 utterances.], giga_tot_loss[loss=0.3471, simple_loss=0.3897, pruned_loss=0.1523, over 2475626.17 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07215, over 21221.35 utterances.], batch size: 104, lr: 1.60e-03
2022-08-20 10:33:48,764 INFO [train.py:927] (2/8) Epoch 1, batch 16950, giga_loss[loss=0.3595, simple_loss=0.3991, pruned_loss=0.1599, over 12442.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05332, over 162.00 utterances.], tot_loss[loss=0.3523, simple_loss=0.3934, pruned_loss=0.1556, over 2474855.99 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07288, over 20463.89 utterances.], libri_tot_loss[loss=0.4036, simple_loss=0.4285, pruned_loss=0.1959, over 2466534.97 frames. utt_duration=1243 frames, utt_pad_proportion=0.06124, over 7944.46 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.39, pruned_loss=0.1533, over 2475562.42 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07281, over 21871.52 utterances.], batch size: 162, lr: 1.60e-03
2022-08-20 10:35:30,485 INFO [train.py:927] (2/8) Epoch 1, batch 17000, giga_loss[loss=0.4325, simple_loss=0.4313, pruned_loss=0.2169, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.3518, simple_loss=0.3925, pruned_loss=0.1556, over 2474403.46 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07337, over 20079.51 utterances.], libri_tot_loss[loss=0.4005, simple_loss=0.4258, pruned_loss=0.1937, over 2466437.22 frames. utt_duration=1252 frames, utt_pad_proportion=0.05904, over 7888.85 utterances.], giga_tot_loss[loss=0.3488, simple_loss=0.3903, pruned_loss=0.1536, over 2475478.91 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07425, over 21884.97 utterances.], batch size: 258, lr: 1.59e-03
2022-08-20 10:37:10,980 INFO [train.py:927] (2/8) Epoch 1, batch 17050, giga_loss[loss=0.3316, simple_loss=0.3749, pruned_loss=0.1442, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02666, over 91.00 utterances.], tot_loss[loss=0.3509, simple_loss=0.3919, pruned_loss=0.1549, over 2474319.64 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07328, over 20349.86 utterances.], libri_tot_loss[loss=0.3985, simple_loss=0.4241, pruned_loss=0.1924, over 2466196.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.0575, over 7859.15 utterances.], giga_tot_loss[loss=0.3487, simple_loss=0.3907, pruned_loss=0.1534, over 2475655.72 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07456, over 22205.47 utterances.], batch size: 91, lr: 1.59e-03
2022-08-20 10:38:53,752 INFO [train.py:927] (2/8) Epoch 1, batch 17100, libri_loss[loss=0.3429, simple_loss=0.3795, pruned_loss=0.1532, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01085, over 28.00 utterances.], tot_loss[loss=0.3481, simple_loss=0.3919, pruned_loss=0.1522, over 2474211.71 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07207, over 20114.08 utterances.], libri_tot_loss[loss=0.3983, simple_loss=0.4256, pruned_loss=0.1912, over 2466262.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.05606, over 7815.77 utterances.], giga_tot_loss[loss=0.3451, simple_loss=0.3886, pruned_loss=0.1508, over 2475470.08 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07384, over 22037.23 utterances.], batch size: 28, lr: 1.59e-03
2022-08-20 10:40:36,814 INFO [train.py:927] (2/8) Epoch 1, batch 17150, giga_loss[loss=0.3782, simple_loss=0.396, pruned_loss=0.1802, over 12334.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.201, over 367.00 utterances.], tot_loss[loss=0.3461, simple_loss=0.3897, pruned_loss=0.1513, over 2473960.78 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06989, over 19784.80 utterances.], libri_tot_loss[loss=0.3974, simple_loss=0.4246, pruned_loss=0.1906, over 2466475.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05528, over 7811.22 utterances.], giga_tot_loss[loss=0.3429, simple_loss=0.3869, pruned_loss=0.1495, over 2475028.51 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07192, over 21716.92 utterances.], batch size: 367, lr: 1.59e-03
2022-08-20 10:42:20,492 INFO [train.py:927] (2/8) Epoch 1, batch 17200, giga_loss[loss=0.3215, simple_loss=0.3682, pruned_loss=0.1374, over 12360.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02914, over 70.00 utterances.], tot_loss[loss=0.3423, simple_loss=0.3853, pruned_loss=0.1496, over 2474500.89 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07502, over 19954.14 utterances.], libri_tot_loss[loss=0.3954, simple_loss=0.4226, pruned_loss=0.1893, over 2466672.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.06232, over 7921.52 utterances.], giga_tot_loss[loss=0.3394, simple_loss=0.3833, pruned_loss=0.1477, over 2475484.16 frames. utt_duration=452.9 frames, utt_pad_proportion=0.0743, over 21933.53 utterances.], batch size: 70, lr: 1.59e-03
2022-08-20 10:44:07,399 INFO [train.py:927] (2/8) Epoch 1, batch 17250, libri_loss[loss=0.2608, simple_loss=0.3086, pruned_loss=0.1065, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01086, over 28.00 utterances.], tot_loss[loss=0.3404, simple_loss=0.3826, pruned_loss=0.1491, over 2474194.02 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07302, over 19658.22 utterances.], libri_tot_loss[loss=0.3939, simple_loss=0.4211, pruned_loss=0.1884, over 2466769.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.06564, over 7966.79 utterances.], giga_tot_loss[loss=0.338, simple_loss=0.3814, pruned_loss=0.1473, over 2475110.38 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07165, over 21541.02 utterances.], batch size: 28, lr: 1.58e-03
2022-08-20 10:45:51,423 INFO [train.py:927] (2/8) Epoch 1, batch 17300, giga_loss[loss=0.3501, simple_loss=0.4001, pruned_loss=0.1501, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05239, over 161.00 utterances.], tot_loss[loss=0.338, simple_loss=0.382, pruned_loss=0.147, over 2474401.80 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06775, over 19996.17 utterances.], libri_tot_loss[loss=0.3926, simple_loss=0.4198, pruned_loss=0.1876, over 2466654.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06513, over 7963.98 utterances.], giga_tot_loss[loss=0.3356, simple_loss=0.381, pruned_loss=0.1452, over 2475483.02 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0673, over 21878.04 utterances.], batch size: 161, lr: 1.58e-03
2022-08-20 10:47:33,068 INFO [train.py:927] (2/8) Epoch 1, batch 17350, giga_loss[loss=0.3261, simple_loss=0.3675, pruned_loss=0.1424, over 12378.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09443, over 255.00 utterances.], tot_loss[loss=0.3316, simple_loss=0.3785, pruned_loss=0.1423, over 2475312.45 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0646, over 20802.17 utterances.], libri_tot_loss[loss=0.3929, simple_loss=0.4195, pruned_loss=0.188, over 2466530.46 frames. utt_duration=1242 frames, utt_pad_proportion=0.06447, over 7954.50 utterances.], giga_tot_loss[loss=0.3286, simple_loss=0.3775, pruned_loss=0.1399, over 2476406.08 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06469, over 22463.95 utterances.], batch size: 255, lr: 1.58e-03
2022-08-20 10:49:17,360 INFO [train.py:927] (2/8) Epoch 1, batch 17400, libri_loss[loss=0.338, simple_loss=0.3778, pruned_loss=0.149, over 12451.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005923, over 32.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3752, pruned_loss=0.1392, over 2475491.37 frames. utt_duration=453.4 frames, utt_pad_proportion=0.0672, over 21912.03 utterances.], libri_tot_loss[loss=0.3955, simple_loss=0.4205, pruned_loss=0.1901, over 2466437.70 frames. utt_duration=1244 frames, utt_pad_proportion=0.06372, over 7937.25 utterances.], giga_tot_loss[loss=0.321, simple_loss=0.3728, pruned_loss=0.1346, over 2476569.18 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06738, over 23440.65 utterances.], batch size: 32, lr: 1.58e-03
2022-08-20 10:50:59,694 INFO [train.py:927] (2/8) Epoch 1, batch 17450, giga_loss[loss=0.3299, simple_loss=0.3766, pruned_loss=0.1416, over 12389.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05906, over 182.00 utterances.], tot_loss[loss=0.321, simple_loss=0.3733, pruned_loss=0.1344, over 2475343.25 frames. utt_duration=449.1 frames, utt_pad_proportion=0.06673, over 22117.97 utterances.], libri_tot_loss[loss=0.3956, simple_loss=0.4207, pruned_loss=0.19, over 2466463.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.06303, over 7928.21 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3705, pruned_loss=0.13, over 2476296.34 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06714, over 23537.05 utterances.], batch size: 182, lr: 1.57e-03
2022-08-20 10:52:41,912 INFO [train.py:927] (2/8) Epoch 1, batch 17500, giga_loss[loss=0.2688, simple_loss=0.34, pruned_loss=0.09875, over 12335.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.02978, over 85.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3697, pruned_loss=0.1307, over 2475514.69 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06979, over 23224.59 utterances.], libri_tot_loss[loss=0.3955, simple_loss=0.4208, pruned_loss=0.1897, over 2466488.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.06258, over 7936.33 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3667, pruned_loss=0.1267, over 2476381.70 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07012, over 24552.34 utterances.], batch size: 85, lr: 1.57e-03
2022-08-20 10:54:24,442 INFO [train.py:927] (2/8) Epoch 1, batch 17550, giga_loss[loss=0.2699, simple_loss=0.3415, pruned_loss=0.09911, over 12389.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05718, over 162.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3671, pruned_loss=0.1286, over 2475789.13 frames. utt_duration=420 frames, utt_pad_proportion=0.07119, over 23659.22 utterances.], libri_tot_loss[loss=0.3945, simple_loss=0.42, pruned_loss=0.189, over 2466554.52 frames. utt_duration=1235 frames, utt_pad_proportion=0.06664, over 7997.65 utterances.], giga_tot_loss[loss=0.3064, simple_loss=0.364, pruned_loss=0.1244, over 2476694.01 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07017, over 25102.84 utterances.], batch size: 162, lr: 1.57e-03
2022-08-20 10:56:09,436 INFO [train.py:927] (2/8) Epoch 1, batch 17600, giga_loss[loss=0.2632, simple_loss=0.3375, pruned_loss=0.09442, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.3638, pruned_loss=0.125, over 2476011.26 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06945, over 23459.55 utterances.], libri_tot_loss[loss=0.3945, simple_loss=0.4201, pruned_loss=0.1889, over 2466662.02 frames. utt_duration=1236 frames, utt_pad_proportion=0.06589, over 7992.67 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3605, pruned_loss=0.121, over 2476743.65 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06895, over 24811.03 utterances.], batch size: 105, lr: 1.57e-03
2022-08-20 10:57:49,703 INFO [train.py:927] (2/8) Epoch 1, batch 17650, giga_loss[loss=0.284, simple_loss=0.3383, pruned_loss=0.1149, over 12371.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3625, pruned_loss=0.12, over 2476495.35 frames. utt_duration=438.8 frames, utt_pad_proportion=0.06561, over 22650.01 utterances.], libri_tot_loss[loss=0.3954, simple_loss=0.4232, pruned_loss=0.1881, over 2466818.80 frames. utt_duration=1228 frames, utt_pad_proportion=0.06888, over 8042.21 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3557, pruned_loss=0.1157, over 2477190.33 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06447, over 24082.14 utterances.], batch size: 91, lr: 1.57e-03
2022-08-20 10:59:36,446 INFO [train.py:927] (2/8) Epoch 1, batch 17700, giga_loss[loss=0.2887, simple_loss=0.358, pruned_loss=0.1097, over 12373.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3584, pruned_loss=0.118, over 2476405.93 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07111, over 23844.65 utterances.], libri_tot_loss[loss=0.3952, simple_loss=0.4233, pruned_loss=0.1879, over 2466772.47 frames. utt_duration=1227 frames, utt_pad_proportion=0.06921, over 8054.66 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3523, pruned_loss=0.1143, over 2477091.75 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06991, over 25108.98 utterances.], batch size: 70, lr: 1.56e-03
2022-08-20 11:01:28,412 INFO [train.py:927] (2/8) Epoch 1, batch 17750, giga_loss[loss=0.2756, simple_loss=0.3527, pruned_loss=0.09926, over 12358.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03306, over 104.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3586, pruned_loss=0.1188, over 2475948.62 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07112, over 23922.50 utterances.], libri_tot_loss[loss=0.3926, simple_loss=0.4209, pruned_loss=0.1862, over 2466650.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06716, over 8018.75 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3529, pruned_loss=0.1141, over 2477087.84 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07079, over 25727.96 utterances.], batch size: 104, lr: 1.56e-03
2022-08-20 11:03:29,136 INFO [train.py:927] (2/8) Epoch 1, batch 17800, giga_loss[loss=0.3075, simple_loss=0.3577, pruned_loss=0.1287, over 12397.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.06724, over 212.00 utterances.], tot_loss[loss=0.2978, simple_loss=0.3588, pruned_loss=0.1184, over 2476741.64 frames. utt_duration=421 frames, utt_pad_proportion=0.06623, over 23611.76 utterances.], libri_tot_loss[loss=0.3913, simple_loss=0.4197, pruned_loss=0.1854, over 2466807.09 frames. utt_duration=1233 frames, utt_pad_proportion=0.06664, over 8011.32 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.354, pruned_loss=0.1138, over 2477721.72 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06642, over 25424.75 utterances.], batch size: 212, lr: 1.56e-03
2022-08-20 11:05:26,969 INFO [train.py:927] (2/8) Epoch 1, batch 17850, giga_loss[loss=0.2551, simple_loss=0.3174, pruned_loss=0.09634, over 12385.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1831, over 360.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3559, pruned_loss=0.1156, over 2477080.72 frames. utt_duration=419.4 frames, utt_pad_proportion=0.0653, over 23704.04 utterances.], libri_tot_loss[loss=0.3899, simple_loss=0.419, pruned_loss=0.1843, over 2466801.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06554, over 7971.33 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3514, pruned_loss=0.1114, over 2478105.33 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06577, over 25531.14 utterances.], batch size: 360, lr: 1.56e-03
2022-08-20 11:07:40,383 INFO [train.py:927] (2/8) Epoch 1, batch 17900, giga_loss[loss=0.274, simple_loss=0.3377, pruned_loss=0.1052, over 12428.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04869, over 147.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3518, pruned_loss=0.1127, over 2476890.38 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06596, over 23688.69 utterances.], libri_tot_loss[loss=0.3901, simple_loss=0.4191, pruned_loss=0.1844, over 2466801.31 frames. utt_duration=1238 frames, utt_pad_proportion=0.06534, over 7977.56 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3474, pruned_loss=0.1086, over 2477800.03 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06637, over 25269.84 utterances.], batch size: 147, lr: 1.56e-03
2022-08-20 11:09:35,458 INFO [train.py:927] (2/8) Epoch 1, batch 17950, giga_loss[loss=0.3081, simple_loss=0.3585, pruned_loss=0.1289, over 12414.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09592, over 256.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3494, pruned_loss=0.1113, over 2477421.60 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07114, over 24772.52 utterances.], libri_tot_loss[loss=0.3904, simple_loss=0.42, pruned_loss=0.1842, over 2466806.08 frames. utt_duration=1241 frames, utt_pad_proportion=0.0646, over 7960.95 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3444, pruned_loss=0.1074, over 2478272.50 frames. utt_duration=379 frames, utt_pad_proportion=0.07138, over 26246.73 utterances.], batch size: 256, lr: 1.55e-03
2022-08-20 11:11:38,936 INFO [train.py:927] (2/8) Epoch 1, batch 18000, giga_loss[loss=0.3078, simple_loss=0.3587, pruned_loss=0.1284, over 12406.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09652, over 256.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.3519, pruned_loss=0.1122, over 2477584.65 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07562, over 25881.12 utterances.], libri_tot_loss[loss=0.3915, simple_loss=0.4211, pruned_loss=0.1846, over 2466855.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.06472, over 7971.64 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3459, pruned_loss=0.1077, over 2478360.51 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07559, over 27281.61 utterances.], batch size: 256, lr: 1.55e-03
2022-08-20 11:11:38,936 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.2563, simple_loss=0.3582, pruned_loss=0.07721, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 11:14:07,119 INFO [train.py:927] (2/8) Epoch 1, batch 18050, giga_loss[loss=0.2825, simple_loss=0.3516, pruned_loss=0.1067, over 12379.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03069, over 62.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3481, pruned_loss=0.11, over 2477141.14 frames. utt_duration=388.6 frames, utt_pad_proportion=0.07472, over 25578.87 utterances.], libri_tot_loss[loss=0.391, simple_loss=0.4207, pruned_loss=0.1843, over 2467177.08 frames. utt_duration=1240 frames, utt_pad_proportion=0.06377, over 7966.24 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3425, pruned_loss=0.1054, over 2477645.94 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07504, over 27010.85 utterances.], batch size: 62, lr: 1.55e-03
2022-08-20 11:16:05,151 INFO [train.py:927] (2/8) Epoch 1, batch 18100, giga_loss[loss=0.2601, simple_loss=0.3152, pruned_loss=0.1025, over 12385.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1673, over 353.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3502, pruned_loss=0.1107, over 2476952.26 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07293, over 25331.40 utterances.], libri_tot_loss[loss=0.39, simple_loss=0.4196, pruned_loss=0.1837, over 2466972.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06595, over 8004.02 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3444, pruned_loss=0.1052, over 2477823.38 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07279, over 26992.75 utterances.], batch size: 353, lr: 1.55e-03
2022-08-20 11:18:02,658 INFO [train.py:927] (2/8) Epoch 1, batch 18150, giga_loss[loss=0.2645, simple_loss=0.3297, pruned_loss=0.09966, over 12403.00 frames. utt_duration=196.5 frames, utt_pad_proportion=0.09037, over 254.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3498, pruned_loss=0.1087, over 2477375.84 frames. utt_duration=382.5 frames, utt_pad_proportion=0.07446, over 25992.48 utterances.], libri_tot_loss[loss=0.3882, simple_loss=0.4183, pruned_loss=0.1825, over 2467069.31 frames. utt_duration=1237 frames, utt_pad_proportion=0.06483, over 7985.42 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3444, pruned_loss=0.1034, over 2478271.18 frames. utt_duration=357.2 frames, utt_pad_proportion=0.07467, over 27849.22 utterances.], batch size: 254, lr: 1.55e-03
2022-08-20 11:20:07,959 INFO [train.py:927] (2/8) Epoch 1, batch 18200, libri_loss[loss=0.367, simple_loss=0.4201, pruned_loss=0.157, over 12293.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.005334, over 35.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3494, pruned_loss=0.1077, over 2477208.44 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07062, over 24368.09 utterances.], libri_tot_loss[loss=0.3872, simple_loss=0.4174, pruned_loss=0.1818, over 2467229.99 frames. utt_duration=1242 frames, utt_pad_proportion=0.0636, over 7957.07 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3443, pruned_loss=0.1024, over 2478041.80 frames. utt_duration=378.7 frames, utt_pad_proportion=0.07144, over 26261.66 utterances.], batch size: 35, lr: 1.54e-03
2022-08-20 11:22:31,995 INFO [train.py:927] (2/8) Epoch 1, batch 18250, giga_loss[loss=0.2905, simple_loss=0.3535, pruned_loss=0.1138, over 12389.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03745, over 113.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3499, pruned_loss=0.1086, over 2477563.48 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06783, over 24180.71 utterances.], libri_tot_loss[loss=0.387, simple_loss=0.4171, pruned_loss=0.1817, over 2467126.48 frames. utt_duration=1233 frames, utt_pad_proportion=0.06722, over 8014.40 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3452, pruned_loss=0.1035, over 2478459.97 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06761, over 25844.97 utterances.], batch size: 113, lr: 1.54e-03
2022-08-20 11:24:33,570 INFO [train.py:927] (2/8) Epoch 1, batch 18300, libri_loss[loss=0.369, simple_loss=0.4213, pruned_loss=0.1583, over 12367.00 frames. utt_duration=952.9 frames, utt_pad_proportion=0.07664, over 52.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3474, pruned_loss=0.1072, over 2477885.56 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0654, over 24229.88 utterances.], libri_tot_loss[loss=0.3861, simple_loss=0.4166, pruned_loss=0.1809, over 2467109.73 frames. utt_duration=1234 frames, utt_pad_proportion=0.06603, over 8008.35 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3422, pruned_loss=0.1018, over 2478902.86 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06567, over 26017.51 utterances.], batch size: 52, lr: 1.54e-03
2022-08-20 11:26:42,378 INFO [train.py:927] (2/8) Epoch 1, batch 18350, giga_loss[loss=0.3332, simple_loss=0.3737, pruned_loss=0.1463, over 12411.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09994, over 257.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.345, pruned_loss=0.1068, over 2477888.68 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06911, over 24841.27 utterances.], libri_tot_loss[loss=0.3848, simple_loss=0.4157, pruned_loss=0.1801, over 2466662.18 frames. utt_duration=1233 frames, utt_pad_proportion=0.06579, over 8013.99 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3406, pruned_loss=0.1019, over 2479300.89 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06919, over 26549.49 utterances.], batch size: 257, lr: 1.54e-03
2022-08-20 11:28:46,355 INFO [train.py:927] (2/8) Epoch 1, batch 18400, giga_loss[loss=0.2697, simple_loss=0.346, pruned_loss=0.09666, over 12373.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3497, pruned_loss=0.1104, over 2478230.65 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06947, over 24514.84 utterances.], libri_tot_loss[loss=0.384, simple_loss=0.4148, pruned_loss=0.1796, over 2466960.27 frames. utt_duration=1222 frames, utt_pad_proportion=0.06867, over 8084.51 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3444, pruned_loss=0.1044, over 2479500.97 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06879, over 26418.94 utterances.], batch size: 62, lr: 1.54e-03
2022-08-20 11:30:40,486 INFO [train.py:927] (2/8) Epoch 1, batch 18450, giga_loss[loss=0.2661, simple_loss=0.337, pruned_loss=0.09764, over 12331.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02727, over 79.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3491, pruned_loss=0.1124, over 2478199.17 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06731, over 24527.80 utterances.], libri_tot_loss[loss=0.3852, simple_loss=0.4146, pruned_loss=0.1808, over 2466697.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.07269, over 8140.95 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3441, pruned_loss=0.1056, over 2479623.45 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06565, over 26217.17 utterances.], batch size: 79, lr: 1.53e-03
2022-08-20 11:32:54,589 INFO [train.py:927] (2/8) Epoch 1, batch 18500, giga_loss[loss=0.2704, simple_loss=0.3483, pruned_loss=0.09632, over 12463.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02897, over 80.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3499, pruned_loss=0.1123, over 2478522.76 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06605, over 24562.59 utterances.], libri_tot_loss[loss=0.3853, simple_loss=0.4146, pruned_loss=0.1809, over 2466959.75 frames. utt_duration=1213 frames, utt_pad_proportion=0.07218, over 8145.51 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3454, pruned_loss=0.1062, over 2479510.53 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06494, over 26033.46 utterances.], batch size: 80, lr: 1.53e-03
2022-08-20 11:35:11,299 INFO [train.py:927] (2/8) Epoch 1, batch 18550, giga_loss[loss=0.2316, simple_loss=0.2879, pruned_loss=0.08763, over 12386.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.177, over 357.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3484, pruned_loss=0.1111, over 2478106.05 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06462, over 24535.33 utterances.], libri_tot_loss[loss=0.3838, simple_loss=0.4136, pruned_loss=0.1799, over 2466618.30 frames. utt_duration=1217 frames, utt_pad_proportion=0.07131, over 8116.89 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3447, pruned_loss=0.106, over 2479355.96 frames. utt_duration=382.6 frames, utt_pad_proportion=0.064, over 25998.01 utterances.], batch size: 357, lr: 1.53e-03
2022-08-20 11:37:17,870 INFO [train.py:927] (2/8) Epoch 1, batch 18600, giga_loss[loss=0.2757, simple_loss=0.3373, pruned_loss=0.1071, over 12381.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.02934, over 97.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3429, pruned_loss=0.1079, over 2478005.55 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06462, over 24038.19 utterances.], libri_tot_loss[loss=0.3831, simple_loss=0.4135, pruned_loss=0.1792, over 2466675.99 frames. utt_duration=1209 frames, utt_pad_proportion=0.07464, over 8168.97 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3388, pruned_loss=0.1032, over 2479146.12 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06315, over 25444.06 utterances.], batch size: 97, lr: 1.53e-03
2022-08-20 11:39:09,259 INFO [train.py:927] (2/8) Epoch 1, batch 18650, giga_loss[loss=0.2798, simple_loss=0.3485, pruned_loss=0.1055, over 12386.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0456, over 146.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3426, pruned_loss=0.1085, over 2477553.35 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06769, over 24484.84 utterances.], libri_tot_loss[loss=0.3827, simple_loss=0.4128, pruned_loss=0.179, over 2466455.46 frames. utt_duration=1216 frames, utt_pad_proportion=0.07332, over 8125.17 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.3384, pruned_loss=0.1034, over 2478906.33 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06673, over 26009.83 utterances.], batch size: 146, lr: 1.53e-03
2022-08-20 11:41:10,114 INFO [train.py:927] (2/8) Epoch 1, batch 18700, giga_loss[loss=0.2618, simple_loss=0.3417, pruned_loss=0.09091, over 12316.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.03501, over 62.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3397, pruned_loss=0.1057, over 2476676.64 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06772, over 24343.71 utterances.], libri_tot_loss[loss=0.3812, simple_loss=0.4116, pruned_loss=0.178, over 2465856.09 frames. utt_duration=1222 frames, utt_pad_proportion=0.07205, over 8079.49 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3359, pruned_loss=0.1009, over 2478552.22 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06731, over 25980.33 utterances.], batch size: 62, lr: 1.52e-03
2022-08-20 11:43:19,999 INFO [train.py:927] (2/8) Epoch 1, batch 18750, giga_loss[loss=0.2631, simple_loss=0.3371, pruned_loss=0.0946, over 12474.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3378, pruned_loss=0.1043, over 2477649.88 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06782, over 24459.19 utterances.], libri_tot_loss[loss=0.3812, simple_loss=0.4116, pruned_loss=0.178, over 2466118.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.0729, over 8146.94 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3331, pruned_loss=0.09887, over 2479162.28 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06722, over 26066.16 utterances.], batch size: 98, lr: 1.52e-03
2022-08-20 11:45:26,550 INFO [train.py:927] (2/8) Epoch 1, batch 18800, giga_loss[loss=0.2947, simple_loss=0.3543, pruned_loss=0.1175, over 12421.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04903, over 147.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3377, pruned_loss=0.1048, over 2477133.84 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07126, over 24643.79 utterances.], libri_tot_loss[loss=0.381, simple_loss=0.4113, pruned_loss=0.178, over 2466063.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.0716, over 8106.72 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3327, pruned_loss=0.09895, over 2478623.33 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07089, over 26306.34 utterances.], batch size: 147, lr: 1.52e-03
2022-08-20 11:47:20,562 INFO [train.py:927] (2/8) Epoch 1, batch 18850, giga_loss[loss=0.2288, simple_loss=0.3136, pruned_loss=0.07203, over 12367.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.336, pruned_loss=0.1035, over 2476977.77 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07069, over 25264.72 utterances.], libri_tot_loss[loss=0.3806, simple_loss=0.4109, pruned_loss=0.1777, over 2465993.93 frames. utt_duration=1220 frames, utt_pad_proportion=0.07153, over 8093.18 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3322, pruned_loss=0.09884, over 2478240.41 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07045, over 26640.48 utterances.], batch size: 97, lr: 1.52e-03
2022-08-20 11:49:15,095 INFO [train.py:927] (2/8) Epoch 1, batch 18900, giga_loss[loss=0.319, simple_loss=0.3741, pruned_loss=0.1319, over 12405.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3445, pruned_loss=0.1064, over 2477470.73 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07391, over 25693.08 utterances.], libri_tot_loss[loss=0.3848, simple_loss=0.4158, pruned_loss=0.1793, over 2466395.59 frames. utt_duration=1209 frames, utt_pad_proportion=0.07484, over 8167.35 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3352, pruned_loss=0.09947, over 2478364.36 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07264, over 27108.72 utterances.], batch size: 182, lr: 1.52e-03
2022-08-20 11:51:10,924 INFO [train.py:927] (2/8) Epoch 1, batch 18950, giga_loss[loss=0.2393, simple_loss=0.3199, pruned_loss=0.07939, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02804, over 66.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3439, pruned_loss=0.1064, over 2477470.49 frames. utt_duration=377.4 frames, utt_pad_proportion=0.07668, over 26341.56 utterances.], libri_tot_loss[loss=0.3824, simple_loss=0.4139, pruned_loss=0.1779, over 2466420.52 frames. utt_duration=1218 frames, utt_pad_proportion=0.07326, over 8112.00 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3364, pruned_loss=0.1002, over 2478464.93 frames. utt_duration=355 frames, utt_pad_proportion=0.076, over 28025.10 utterances.], batch size: 66, lr: 1.52e-03
2022-08-20 11:53:09,715 INFO [train.py:927] (2/8) Epoch 1, batch 19000, giga_loss[loss=0.2446, simple_loss=0.3177, pruned_loss=0.08574, over 12344.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.02898, over 91.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3422, pruned_loss=0.1051, over 2477393.75 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07244, over 25456.29 utterances.], libri_tot_loss[loss=0.3823, simple_loss=0.4137, pruned_loss=0.1778, over 2466427.92 frames. utt_duration=1203 frames, utt_pad_proportion=0.07749, over 8210.69 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3351, pruned_loss=0.09903, over 2478357.52 frames. utt_duration=368.3 frames, utt_pad_proportion=0.07083, over 27008.07 utterances.], batch size: 91, lr: 1.51e-03
2022-08-20 11:55:09,654 INFO [train.py:927] (2/8) Epoch 1, batch 19050, giga_loss[loss=0.2494, simple_loss=0.3322, pruned_loss=0.08334, over 12397.00 frames. utt_duration=662.3 frames, utt_pad_proportion=0.02749, over 75.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3395, pruned_loss=0.1041, over 2477377.22 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07272, over 25146.28 utterances.], libri_tot_loss[loss=0.3809, simple_loss=0.4125, pruned_loss=0.1769, over 2466698.35 frames. utt_duration=1196 frames, utt_pad_proportion=0.08013, over 8257.87 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3333, pruned_loss=0.09839, over 2478162.57 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07055, over 26710.58 utterances.], batch size: 75, lr: 1.51e-03
2022-08-20 11:57:17,847 INFO [train.py:927] (2/8) Epoch 1, batch 19100, giga_loss[loss=0.2926, simple_loss=0.3513, pruned_loss=0.117, over 12395.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.342, pruned_loss=0.1051, over 2476735.15 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07098, over 25207.30 utterances.], libri_tot_loss[loss=0.38, simple_loss=0.412, pruned_loss=0.1763, over 2466165.25 frames. utt_duration=1202 frames, utt_pad_proportion=0.07865, over 8219.78 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3358, pruned_loss=0.09952, over 2478094.72 frames. utt_duration=370 frames, utt_pad_proportion=0.06972, over 26879.86 utterances.], batch size: 105, lr: 1.51e-03
2022-08-20 11:59:10,718 INFO [train.py:927] (2/8) Epoch 1, batch 19150, giga_loss[loss=0.3308, simple_loss=0.3934, pruned_loss=0.1341, over 12451.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.02769, over 122.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3452, pruned_loss=0.1076, over 2477361.89 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06921, over 25192.56 utterances.], libri_tot_loss[loss=0.3795, simple_loss=0.412, pruned_loss=0.1757, over 2466359.64 frames. utt_duration=1206 frames, utt_pad_proportion=0.07681, over 8189.50 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3383, pruned_loss=0.1017, over 2478600.49 frames. utt_duration=367.9 frames, utt_pad_proportion=0.06874, over 27035.51 utterances.], batch size: 122, lr: 1.51e-03
2022-08-20 12:01:09,524 INFO [train.py:927] (2/8) Epoch 1, batch 19200, giga_loss[loss=0.2568, simple_loss=0.3386, pruned_loss=0.08747, over 12422.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.0245, over 91.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3468, pruned_loss=0.108, over 2476945.34 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07157, over 25424.64 utterances.], libri_tot_loss[loss=0.3794, simple_loss=0.4121, pruned_loss=0.1755, over 2466357.82 frames. utt_duration=1207 frames, utt_pad_proportion=0.07641, over 8185.51 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3401, pruned_loss=0.1022, over 2478116.75 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07114, over 27192.37 utterances.], batch size: 91, lr: 1.51e-03
2022-08-20 12:03:22,520 INFO [train.py:927] (2/8) Epoch 1, batch 19250, giga_loss[loss=0.2754, simple_loss=0.3369, pruned_loss=0.107, over 12359.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02954, over 91.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3466, pruned_loss=0.1084, over 2476900.47 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06867, over 24480.99 utterances.], libri_tot_loss[loss=0.3782, simple_loss=0.4109, pruned_loss=0.1747, over 2466377.37 frames. utt_duration=1200 frames, utt_pad_proportion=0.07754, over 8230.82 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3393, pruned_loss=0.1015, over 2478301.86 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06802, over 26625.05 utterances.], batch size: 91, lr: 1.50e-03
2022-08-20 12:05:19,684 INFO [train.py:927] (2/8) Epoch 1, batch 19300, giga_loss[loss=0.2282, simple_loss=0.3048, pruned_loss=0.07574, over 12353.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02704, over 66.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3449, pruned_loss=0.1078, over 2477430.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06637, over 24526.00 utterances.], libri_tot_loss[loss=0.3766, simple_loss=0.4097, pruned_loss=0.1737, over 2466837.66 frames. utt_duration=1205 frames, utt_pad_proportion=0.07577, over 8198.18 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3384, pruned_loss=0.1013, over 2478426.97 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06645, over 26729.20 utterances.], batch size: 66, lr: 1.50e-03
2022-08-20 12:07:26,156 INFO [train.py:927] (2/8) Epoch 1, batch 19350, giga_loss[loss=0.2717, simple_loss=0.3351, pruned_loss=0.1041, over 12449.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3429, pruned_loss=0.1076, over 2477070.86 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06997, over 25275.12 utterances.], libri_tot_loss[loss=0.3754, simple_loss=0.4086, pruned_loss=0.173, over 2466450.81 frames. utt_duration=1211 frames, utt_pad_proportion=0.07488, over 8157.60 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3376, pruned_loss=0.1019, over 2478404.98 frames. utt_duration=363.3 frames, utt_pad_proportion=0.07003, over 27375.84 utterances.], batch size: 134, lr: 1.50e-03
2022-08-20 12:09:22,550 INFO [train.py:927] (2/8) Epoch 1, batch 19400, giga_loss[loss=0.2545, simple_loss=0.3325, pruned_loss=0.08821, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03892, over 133.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3424, pruned_loss=0.1068, over 2476878.94 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06998, over 24785.04 utterances.], libri_tot_loss[loss=0.374, simple_loss=0.4075, pruned_loss=0.1721, over 2466548.19 frames. utt_duration=1219 frames, utt_pad_proportion=0.07266, over 8105.11 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3368, pruned_loss=0.1007, over 2478244.78 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07058, over 27113.66 utterances.], batch size: 133, lr: 1.50e-03
2022-08-20 12:11:22,370 INFO [train.py:927] (2/8) Epoch 1, batch 19450, giga_loss[loss=0.2631, simple_loss=0.339, pruned_loss=0.09359, over 12462.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3429, pruned_loss=0.1053, over 2476752.85 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06486, over 23554.49 utterances.], libri_tot_loss[loss=0.3729, simple_loss=0.4063, pruned_loss=0.1716, over 2466326.77 frames. utt_duration=1220 frames, utt_pad_proportion=0.07133, over 8093.10 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3377, pruned_loss=0.09908, over 2478317.63 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06611, over 25868.83 utterances.], batch size: 105, lr: 1.50e-03
2022-08-20 12:13:27,478 INFO [train.py:927] (2/8) Epoch 1, batch 19500, giga_loss[loss=0.292, simple_loss=0.3427, pruned_loss=0.1206, over 12415.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3441, pruned_loss=0.1054, over 2476840.80 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06847, over 24210.20 utterances.], libri_tot_loss[loss=0.3728, simple_loss=0.4065, pruned_loss=0.1713, over 2466246.01 frames. utt_duration=1225 frames, utt_pad_proportion=0.06971, over 8065.73 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3381, pruned_loss=0.09896, over 2478442.76 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06957, over 26508.44 utterances.], batch size: 258, lr: 1.50e-03
2022-08-20 12:15:31,727 INFO [train.py:927] (2/8) Epoch 1, batch 19550, giga_loss[loss=0.2917, simple_loss=0.3533, pruned_loss=0.115, over 12222.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03993, over 28.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3443, pruned_loss=0.1046, over 2476746.91 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0661, over 24470.96 utterances.], libri_tot_loss[loss=0.3717, simple_loss=0.4061, pruned_loss=0.1703, over 2466377.98 frames. utt_duration=1224 frames, utt_pad_proportion=0.06898, over 8069.56 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3383, pruned_loss=0.09863, over 2478193.37 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06733, over 26714.84 utterances.], batch size: 28, lr: 1.49e-03
2022-08-20 12:17:47,475 INFO [train.py:927] (2/8) Epoch 1, batch 19600, giga_loss[loss=0.2784, simple_loss=0.3539, pruned_loss=0.1015, over 12350.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02916, over 66.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3428, pruned_loss=0.1027, over 2476821.98 frames. utt_duration=399 frames, utt_pad_proportion=0.06884, over 24903.44 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.4058, pruned_loss=0.17, over 2466279.90 frames. utt_duration=1227 frames, utt_pad_proportion=0.06852, over 8049.91 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3378, pruned_loss=0.09772, over 2478120.17 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06971, over 26814.01 utterances.], batch size: 66, lr: 1.49e-03
2022-08-20 12:20:09,186 INFO [train.py:927] (2/8) Epoch 1, batch 19650, giga_loss[loss=0.2708, simple_loss=0.351, pruned_loss=0.09529, over 12337.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03147, over 51.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.347, pruned_loss=0.1051, over 2477052.20 frames. utt_duration=407 frames, utt_pad_proportion=0.06915, over 24413.32 utterances.], libri_tot_loss[loss=0.3749, simple_loss=0.4086, pruned_loss=0.1723, over 2466296.95 frames. utt_duration=1215 frames, utt_pad_proportion=0.07243, over 8131.10 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3399, pruned_loss=0.09819, over 2478197.80 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06866, over 26065.40 utterances.], batch size: 51, lr: 1.49e-03
2022-08-20 12:22:30,523 INFO [train.py:927] (2/8) Epoch 1, batch 19700, giga_loss[loss=0.263, simple_loss=0.3287, pruned_loss=0.09864, over 12370.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02675, over 91.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3463, pruned_loss=0.1071, over 2476702.80 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06523, over 23189.83 utterances.], libri_tot_loss[loss=0.3756, simple_loss=0.4083, pruned_loss=0.1731, over 2465954.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.07127, over 8118.14 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3394, pruned_loss=0.09937, over 2478181.74 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06534, over 24876.44 utterances.], batch size: 91, lr: 1.49e-03
2022-08-20 12:24:31,564 INFO [train.py:927] (2/8) Epoch 1, batch 19750, giga_loss[loss=0.2428, simple_loss=0.3225, pruned_loss=0.08156, over 12364.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3454, pruned_loss=0.1062, over 2476446.87 frames. utt_duration=448 frames, utt_pad_proportion=0.06078, over 22166.90 utterances.], libri_tot_loss[loss=0.3751, simple_loss=0.4077, pruned_loss=0.1729, over 2465643.55 frames. utt_duration=1221 frames, utt_pad_proportion=0.06972, over 8086.97 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3388, pruned_loss=0.09842, over 2478236.41 frames. utt_duration=415 frames, utt_pad_proportion=0.06159, over 23952.84 utterances.], batch size: 91, lr: 1.49e-03
2022-08-20 12:26:31,953 INFO [train.py:927] (2/8) Epoch 1, batch 19800, giga_loss[loss=0.3433, simple_loss=0.3827, pruned_loss=0.1519, over 12386.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09481, over 255.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3472, pruned_loss=0.107, over 2476518.86 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06119, over 22762.62 utterances.], libri_tot_loss[loss=0.3744, simple_loss=0.407, pruned_loss=0.1724, over 2465627.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06901, over 8085.36 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3413, pruned_loss=0.1, over 2478143.41 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06196, over 24453.18 utterances.], batch size: 255, lr: 1.48e-03
2022-08-20 12:28:23,039 INFO [train.py:927] (2/8) Epoch 1, batch 19850, giga_loss[loss=0.273, simple_loss=0.3379, pruned_loss=0.104, over 12402.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03417, over 122.00 utterances.], tot_loss[loss=0.2773, simple_loss=0.3445, pruned_loss=0.1051, over 2476867.64 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06438, over 23494.14 utterances.], libri_tot_loss[loss=0.3743, simple_loss=0.4074, pruned_loss=0.1721, over 2465617.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06822, over 8069.19 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3386, pruned_loss=0.0989, over 2478312.01 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06499, over 25052.47 utterances.], batch size: 122, lr: 1.48e-03
2022-08-20 12:30:18,362 INFO [train.py:927] (2/8) Epoch 1, batch 19900, giga_loss[loss=0.3824, simple_loss=0.4058, pruned_loss=0.1795, over 12413.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3455, pruned_loss=0.1066, over 2476961.96 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06991, over 24995.52 utterances.], libri_tot_loss[loss=0.3741, simple_loss=0.4075, pruned_loss=0.1718, over 2465589.95 frames. utt_duration=1227 frames, utt_pad_proportion=0.06747, over 8046.29 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3399, pruned_loss=0.101, over 2478282.59 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07027, over 26462.68 utterances.], batch size: 259, lr: 1.48e-03
2022-08-20 12:32:00,365 INFO [train.py:927] (2/8) Epoch 1, batch 19950, giga_loss[loss=0.2888, simple_loss=0.3531, pruned_loss=0.1122, over 12377.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04203, over 37.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3558, pruned_loss=0.1139, over 2476427.76 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06858, over 23673.44 utterances.], libri_tot_loss[loss=0.3733, simple_loss=0.4069, pruned_loss=0.1713, over 2465785.12 frames. utt_duration=1230 frames, utt_pad_proportion=0.06653, over 8031.39 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3507, pruned_loss=0.1086, over 2477547.87 frames. utt_duration=394 frames, utt_pad_proportion=0.06923, over 25232.75 utterances.], batch size: 37, lr: 1.48e-03
2022-08-20 12:33:42,924 INFO [train.py:927] (2/8) Epoch 1, batch 20000, giga_loss[loss=0.2583, simple_loss=0.3151, pruned_loss=0.1007, over 12384.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04335, over 37.00 utterances.], tot_loss[loss=0.2914, simple_loss=0.3542, pruned_loss=0.1143, over 2476434.20 frames. utt_duration=447.6 frames, utt_pad_proportion=0.06702, over 22196.70 utterances.], libri_tot_loss[loss=0.3719, simple_loss=0.4057, pruned_loss=0.1705, over 2465869.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.0702, over 8078.19 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3502, pruned_loss=0.1098, over 2477444.71 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06657, over 23663.11 utterances.], batch size: 37, lr: 1.48e-03
2022-08-20 12:35:30,234 INFO [train.py:927] (2/8) Epoch 1, batch 20050, giga_loss[loss=0.2635, simple_loss=0.3223, pruned_loss=0.1023, over 12415.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03335, over 80.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3493, pruned_loss=0.1122, over 2475084.73 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06409, over 20780.78 utterances.], libri_tot_loss[loss=0.3726, simple_loss=0.4067, pruned_loss=0.1706, over 2465795.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.06897, over 8060.35 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3441, pruned_loss=0.1073, over 2476174.74 frames. utt_duration=446.1 frames, utt_pad_proportion=0.06425, over 22268.64 utterances.], batch size: 80, lr: 1.48e-03
2022-08-20 12:37:12,763 INFO [train.py:927] (2/8) Epoch 1, batch 20100, giga_loss[loss=0.2051, simple_loss=0.2809, pruned_loss=0.06464, over 12433.00 frames. utt_duration=858.9 frames, utt_pad_proportion=0.02617, over 58.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3397, pruned_loss=0.1077, over 2474437.80 frames. utt_duration=504.3 frames, utt_pad_proportion=0.0627, over 19679.73 utterances.], libri_tot_loss[loss=0.3724, simple_loss=0.4064, pruned_loss=0.1706, over 2465746.52 frames. utt_duration=1226 frames, utt_pad_proportion=0.06803, over 8057.93 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3344, pruned_loss=0.1025, over 2475540.98 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06317, over 21135.07 utterances.], batch size: 58, lr: 1.47e-03
2022-08-20 12:38:55,502 INFO [train.py:927] (2/8) Epoch 1, batch 20150, giga_loss[loss=0.2895, simple_loss=0.3353, pruned_loss=0.1219, over 12387.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07782, over 213.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3328, pruned_loss=0.1047, over 2474453.82 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06095, over 19245.30 utterances.], libri_tot_loss[loss=0.3709, simple_loss=0.4052, pruned_loss=0.1696, over 2465592.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.06623, over 8020.50 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3274, pruned_loss=0.09919, over 2475765.23 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06203, over 20824.82 utterances.], batch size: 213, lr: 1.47e-03
2022-08-20 12:40:36,055 INFO [train.py:927] (2/8) Epoch 1, batch 20200, giga_loss[loss=0.2423, simple_loss=0.3129, pruned_loss=0.08584, over 12447.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04372, over 134.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3266, pruned_loss=0.1021, over 2474104.37 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06289, over 19371.41 utterances.], libri_tot_loss[loss=0.3706, simple_loss=0.4048, pruned_loss=0.1695, over 2465909.07 frames. utt_duration=1217 frames, utt_pad_proportion=0.06971, over 8113.91 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.321, pruned_loss=0.09642, over 2475063.54 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06238, over 20799.87 utterances.], batch size: 134, lr: 1.47e-03
2022-08-20 12:42:17,421 INFO [train.py:927] (2/8) Epoch 1, batch 20250, giga_loss[loss=0.2261, simple_loss=0.2972, pruned_loss=0.07755, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02914, over 42.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3223, pruned_loss=0.1011, over 2474161.68 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06583, over 19875.15 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.4042, pruned_loss=0.1693, over 2466045.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.06867, over 8086.85 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.317, pruned_loss=0.09555, over 2474971.05 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06561, over 21238.16 utterances.], batch size: 42, lr: 1.47e-03
2022-08-20 12:44:00,667 INFO [train.py:927] (2/8) Epoch 1, batch 20300, giga_loss[loss=0.2198, simple_loss=0.2867, pruned_loss=0.07648, over 12445.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.02854, over 80.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3174, pruned_loss=0.09944, over 2474119.89 frames. utt_duration=489 frames, utt_pad_proportion=0.06524, over 20297.42 utterances.], libri_tot_loss[loss=0.3714, simple_loss=0.4042, pruned_loss=0.1705, over 2466145.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.06868, over 8091.36 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3121, pruned_loss=0.09314, over 2474769.99 frames. utt_duration=461.2 frames, utt_pad_proportion=0.06509, over 21529.27 utterances.], batch size: 80, lr: 1.47e-03
2022-08-20 12:45:44,359 INFO [train.py:927] (2/8) Epoch 1, batch 20350, giga_loss[loss=0.2194, simple_loss=0.288, pruned_loss=0.07539, over 12420.00 frames. utt_duration=664 frames, utt_pad_proportion=0.0335, over 75.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3122, pruned_loss=0.09423, over 2473993.04 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06577, over 20107.85 utterances.], libri_tot_loss[loss=0.3715, simple_loss=0.4055, pruned_loss=0.17, over 2465918.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.06893, over 8092.18 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3056, pruned_loss=0.08871, over 2474830.42 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06549, over 21248.17 utterances.], batch size: 75, lr: 1.47e-03
2022-08-20 12:47:27,762 INFO [train.py:927] (2/8) Epoch 1, batch 20400, giga_loss[loss=0.326, simple_loss=0.3784, pruned_loss=0.1368, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.026, over 48.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3171, pruned_loss=0.09788, over 2474449.96 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06902, over 19979.60 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.4053, pruned_loss=0.1697, over 2466108.06 frames. utt_duration=1220 frames, utt_pad_proportion=0.06837, over 8093.56 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3098, pruned_loss=0.09198, over 2475130.09 frames. utt_duration=469 frames, utt_pad_proportion=0.06884, over 21175.85 utterances.], batch size: 48, lr: 1.46e-03
2022-08-20 12:49:10,482 INFO [train.py:927] (2/8) Epoch 1, batch 20450, libri_loss[loss=0.2912, simple_loss=0.3502, pruned_loss=0.1161, over 12118.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006553, over 32.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3314, pruned_loss=0.1074, over 2474123.93 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06869, over 19526.10 utterances.], libri_tot_loss[loss=0.3697, simple_loss=0.4042, pruned_loss=0.1687, over 2466393.33 frames. utt_duration=1216 frames, utt_pad_proportion=0.07022, over 8121.29 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3229, pruned_loss=0.1004, over 2474846.94 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06789, over 21007.38 utterances.], batch size: 32, lr: 1.46e-03
2022-08-20 12:50:54,258 INFO [train.py:927] (2/8) Epoch 1, batch 20500, giga_loss[loss=0.2801, simple_loss=0.35, pruned_loss=0.1051, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03342, over 80.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3401, pruned_loss=0.1113, over 2473850.97 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07207, over 19666.34 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.4042, pruned_loss=0.1691, over 2466733.53 frames. utt_duration=1209 frames, utt_pad_proportion=0.07299, over 8173.68 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3321, pruned_loss=0.1044, over 2474254.46 frames. utt_duration=472.8 frames, utt_pad_proportion=0.0703, over 20997.52 utterances.], batch size: 80, lr: 1.46e-03
2022-08-20 12:52:37,610 INFO [train.py:927] (2/8) Epoch 1, batch 20550, giga_loss[loss=0.2771, simple_loss=0.3471, pruned_loss=0.1035, over 12382.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03034, over 97.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3448, pruned_loss=0.1125, over 2473866.12 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07674, over 20099.65 utterances.], libri_tot_loss[loss=0.3706, simple_loss=0.4047, pruned_loss=0.1694, over 2466819.08 frames. utt_duration=1199 frames, utt_pad_proportion=0.07704, over 8241.27 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3373, pruned_loss=0.1061, over 2474210.99 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07381, over 21240.26 utterances.], batch size: 97, lr: 1.46e-03
2022-08-20 12:54:20,874 INFO [train.py:927] (2/8) Epoch 1, batch 20600, giga_loss[loss=0.3023, simple_loss=0.3604, pruned_loss=0.1221, over 12307.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.349, pruned_loss=0.1158, over 2474290.62 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07339, over 20005.46 utterances.], libri_tot_loss[loss=0.3684, simple_loss=0.4028, pruned_loss=0.168, over 2466675.36 frames. utt_duration=1207 frames, utt_pad_proportion=0.07517, over 8181.82 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3429, pruned_loss=0.1101, over 2474918.83 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07187, over 21352.53 utterances.], batch size: 51, lr: 1.46e-03
2022-08-20 12:56:03,991 INFO [train.py:927] (2/8) Epoch 1, batch 20650, giga_loss[loss=0.2493, simple_loss=0.3254, pruned_loss=0.08657, over 12277.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03839, over 51.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3537, pruned_loss=0.1178, over 2474095.98 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06931, over 19088.21 utterances.], libri_tot_loss[loss=0.3691, simple_loss=0.4034, pruned_loss=0.1684, over 2466363.50 frames. utt_duration=1209 frames, utt_pad_proportion=0.07435, over 8168.21 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3473, pruned_loss=0.112, over 2475048.13 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06856, over 20383.97 utterances.], batch size: 51, lr: 1.46e-03
2022-08-20 12:57:45,619 INFO [train.py:927] (2/8) Epoch 1, batch 20700, giga_loss[loss=0.2894, simple_loss=0.3526, pruned_loss=0.113, over 12407.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0377, over 31.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3564, pruned_loss=0.1183, over 2473818.85 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06398, over 17698.65 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.4023, pruned_loss=0.1679, over 2466681.38 frames. utt_duration=1212 frames, utt_pad_proportion=0.07289, over 8149.41 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3508, pruned_loss=0.1125, over 2474538.21 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06415, over 19080.97 utterances.], batch size: 31, lr: 1.45e-03
2022-08-20 12:59:28,910 INFO [train.py:927] (2/8) Epoch 1, batch 20750, giga_loss[loss=0.3054, simple_loss=0.3745, pruned_loss=0.1182, over 12207.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.02879, over 36.00 utterances.], tot_loss[loss=0.2956, simple_loss=0.3571, pruned_loss=0.117, over 2473809.98 frames. utt_duration=578 frames, utt_pad_proportion=0.06418, over 17162.66 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.4012, pruned_loss=0.1668, over 2466889.13 frames. utt_duration=1217 frames, utt_pad_proportion=0.07124, over 8120.44 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3524, pruned_loss=0.112, over 2474346.50 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06489, over 18548.66 utterances.], batch size: 36, lr: 1.45e-03
2022-08-20 13:01:10,477 INFO [train.py:927] (2/8) Epoch 1, batch 20800, giga_loss[loss=0.235, simple_loss=0.3258, pruned_loss=0.07208, over 12470.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04208, over 31.00 utterances.], tot_loss[loss=0.2955, simple_loss=0.358, pruned_loss=0.1164, over 2473261.69 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06124, over 16302.86 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4015, pruned_loss=0.1668, over 2466776.35 frames. utt_duration=1207 frames, utt_pad_proportion=0.07363, over 8186.41 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3522, pruned_loss=0.1105, over 2474038.53 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06103, over 17683.74 utterances.], batch size: 31, lr: 1.45e-03
2022-08-20 13:02:54,257 INFO [train.py:927] (2/8) Epoch 1, batch 20850, libri_loss[loss=0.2441, simple_loss=0.294, pruned_loss=0.09713, over 12412.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006914, over 30.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3613, pruned_loss=0.1196, over 2472869.82 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06046, over 16226.49 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.4029, pruned_loss=0.1675, over 2466591.39 frames. utt_duration=1212 frames, utt_pad_proportion=0.07229, over 8148.04 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3545, pruned_loss=0.1132, over 2473817.68 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06082, over 17555.81 utterances.], batch size: 30, lr: 1.45e-03
2022-08-20 13:04:38,524 INFO [train.py:927] (2/8) Epoch 1, batch 20900, giga_loss[loss=0.2962, simple_loss=0.3571, pruned_loss=0.1176, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03373, over 80.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.3618, pruned_loss=0.1215, over 2472476.99 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06122, over 16293.49 utterances.], libri_tot_loss[loss=0.3678, simple_loss=0.4027, pruned_loss=0.1673, over 2466782.13 frames. utt_duration=1208 frames, utt_pad_proportion=0.07232, over 8175.67 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3561, pruned_loss=0.1159, over 2473143.36 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06135, over 17427.55 utterances.], batch size: 80, lr: 1.45e-03
2022-08-20 13:06:22,064 INFO [train.py:927] (2/8) Epoch 1, batch 20950, giga_loss[loss=0.339, simple_loss=0.3855, pruned_loss=0.1462, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07521, over 212.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3611, pruned_loss=0.1221, over 2472739.06 frames. utt_duration=624.8 frames, utt_pad_proportion=0.06013, over 15869.38 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.4016, pruned_loss=0.1666, over 2467014.76 frames. utt_duration=1194 frames, utt_pad_proportion=0.07627, over 8277.13 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3563, pruned_loss=0.1169, over 2473265.71 frames. utt_duration=585 frames, utt_pad_proportion=0.05852, over 16954.41 utterances.], batch size: 212, lr: 1.45e-03
2022-08-20 13:08:08,073 INFO [train.py:927] (2/8) Epoch 1, batch 21000, giga_loss[loss=0.2841, simple_loss=0.3501, pruned_loss=0.1091, over 12341.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03349, over 51.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.359, pruned_loss=0.1202, over 2473051.07 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06392, over 16384.07 utterances.], libri_tot_loss[loss=0.3668, simple_loss=0.4017, pruned_loss=0.1668, over 2467143.07 frames. utt_duration=1194 frames, utt_pad_proportion=0.07572, over 8277.36 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3547, pruned_loss=0.1154, over 2473410.14 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06264, over 17304.60 utterances.], batch size: 51, lr: 1.44e-03
2022-08-20 13:08:08,075 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 13:08:21,334 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.2588, simple_loss=0.3444, pruned_loss=0.08664, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 13:10:06,002 INFO [train.py:927] (2/8) Epoch 1, batch 21050, giga_loss[loss=0.2566, simple_loss=0.3199, pruned_loss=0.09671, over 12364.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.0261, over 66.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3555, pruned_loss=0.1181, over 2473690.89 frames. utt_duration=604.1 frames, utt_pad_proportion=0.06236, over 16421.26 utterances.], libri_tot_loss[loss=0.3663, simple_loss=0.4012, pruned_loss=0.1666, over 2467176.37 frames. utt_duration=1189 frames, utt_pad_proportion=0.07823, over 8313.18 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3511, pruned_loss=0.1131, over 2474137.83 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06004, over 17392.98 utterances.], batch size: 66, lr: 1.44e-03
2022-08-20 13:11:48,269 INFO [train.py:927] (2/8) Epoch 1, batch 21100, giga_loss[loss=0.2664, simple_loss=0.3271, pruned_loss=0.1029, over 12357.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.0432, over 133.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3489, pruned_loss=0.1147, over 2473662.66 frames. utt_duration=547.8 frames, utt_pad_proportion=0.07226, over 18110.61 utterances.], libri_tot_loss[loss=0.3659, simple_loss=0.4009, pruned_loss=0.1663, over 2467516.98 frames. utt_duration=1187 frames, utt_pad_proportion=0.07752, over 8324.45 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3446, pruned_loss=0.1098, over 2473857.68 frames. utt_duration=520.5 frames, utt_pad_proportion=0.07024, over 19067.78 utterances.], batch size: 133, lr: 1.44e-03
2022-08-20 13:13:30,611 INFO [train.py:927] (2/8) Epoch 1, batch 21150, giga_loss[loss=0.2704, simple_loss=0.3302, pruned_loss=0.1054, over 12429.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03707, over 43.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.3476, pruned_loss=0.1144, over 2473879.75 frames. utt_duration=551.5 frames, utt_pad_proportion=0.07271, over 17991.83 utterances.], libri_tot_loss[loss=0.3658, simple_loss=0.4005, pruned_loss=0.1664, over 2467609.71 frames. utt_duration=1170 frames, utt_pad_proportion=0.08337, over 8443.64 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3423, pruned_loss=0.1082, over 2474220.82 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06873, over 19070.24 utterances.], batch size: 43, lr: 1.44e-03
2022-08-20 13:15:18,527 INFO [train.py:927] (2/8) Epoch 1, batch 21200, libri_loss[loss=0.3305, simple_loss=0.3655, pruned_loss=0.1478, over 12452.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01383, over 40.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3455, pruned_loss=0.1129, over 2474542.37 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06836, over 17360.88 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4001, pruned_loss=0.1657, over 2468038.63 frames. utt_duration=1175 frames, utt_pad_proportion=0.08128, over 8411.78 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3398, pruned_loss=0.1069, over 2474618.83 frames. utt_duration=534.8 frames, utt_pad_proportion=0.066, over 18561.20 utterances.], batch size: 40, lr: 1.44e-03
2022-08-20 13:16:57,281 INFO [train.py:927] (2/8) Epoch 1, batch 21250, giga_loss[loss=0.2487, simple_loss=0.3144, pruned_loss=0.09147, over 12443.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02232, over 48.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3396, pruned_loss=0.1095, over 2474245.50 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06398, over 16924.01 utterances.], libri_tot_loss[loss=0.3643, simple_loss=0.3994, pruned_loss=0.1653, over 2467823.07 frames. utt_duration=1179 frames, utt_pad_proportion=0.08045, over 8379.78 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3349, pruned_loss=0.1043, over 2474579.89 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06258, over 18015.72 utterances.], batch size: 48, lr: 1.44e-03
2022-08-20 13:18:36,165 INFO [train.py:927] (2/8) Epoch 1, batch 21300, giga_loss[loss=0.26, simple_loss=0.3191, pruned_loss=0.1004, over 12262.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02795, over 42.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3363, pruned_loss=0.1085, over 2473963.50 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05979, over 16117.83 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.3988, pruned_loss=0.165, over 2467836.35 frames. utt_duration=1177 frames, utt_pad_proportion=0.08023, over 8401.06 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3313, pruned_loss=0.103, over 2474414.79 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05866, over 17233.42 utterances.], batch size: 42, lr: 1.43e-03
2022-08-20 13:20:14,464 INFO [train.py:927] (2/8) Epoch 1, batch 21350, giga_loss[loss=0.2184, simple_loss=0.2775, pruned_loss=0.0797, over 12211.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03297, over 42.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3334, pruned_loss=0.106, over 2473877.52 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05877, over 15931.84 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4009, pruned_loss=0.1652, over 2467733.48 frames. utt_duration=1179 frames, utt_pad_proportion=0.07967, over 8381.10 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3269, pruned_loss=0.1008, over 2474395.46 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05811, over 16896.70 utterances.], batch size: 42, lr: 1.43e-03
2022-08-20 13:21:55,689 INFO [train.py:927] (2/8) Epoch 1, batch 21400, giga_loss[loss=0.2598, simple_loss=0.3226, pruned_loss=0.09851, over 12361.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03182, over 58.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3331, pruned_loss=0.1073, over 2472583.18 frames. utt_duration=624 frames, utt_pad_proportion=0.05992, over 15887.18 utterances.], libri_tot_loss[loss=0.3641, simple_loss=0.3999, pruned_loss=0.1648, over 2467774.39 frames. utt_duration=1184 frames, utt_pad_proportion=0.07723, over 8349.35 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3254, pruned_loss=0.1007, over 2473237.70 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05986, over 17058.40 utterances.], batch size: 58, lr: 1.43e-03
2022-08-20 13:23:33,539 INFO [train.py:927] (2/8) Epoch 1, batch 21450, giga_loss[loss=0.26, simple_loss=0.3298, pruned_loss=0.09507, over 12457.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3306, pruned_loss=0.1053, over 2472501.31 frames. utt_duration=631.7 frames, utt_pad_proportion=0.06085, over 15694.58 utterances.], libri_tot_loss[loss=0.364, simple_loss=0.3999, pruned_loss=0.1647, over 2468019.41 frames. utt_duration=1185 frames, utt_pad_proportion=0.07605, over 8340.49 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3233, pruned_loss=0.0991, over 2472894.33 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06108, over 16757.15 utterances.], batch size: 75, lr: 1.43e-03
2022-08-20 13:25:16,305 INFO [train.py:927] (2/8) Epoch 1, batch 21500, giga_loss[loss=0.3448, simple_loss=0.398, pruned_loss=0.1458, over 12424.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05487, over 162.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3341, pruned_loss=0.1077, over 2472683.91 frames. utt_duration=625.1 frames, utt_pad_proportion=0.05975, over 15861.31 utterances.], libri_tot_loss[loss=0.3628, simple_loss=0.3988, pruned_loss=0.164, over 2468039.75 frames. utt_duration=1191 frames, utt_pad_proportion=0.0749, over 8301.42 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3278, pruned_loss=0.102, over 2473088.89 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06033, over 16908.38 utterances.], batch size: 162, lr: 1.43e-03
2022-08-20 13:26:57,923 INFO [train.py:927] (2/8) Epoch 1, batch 21550, giga_loss[loss=0.3009, simple_loss=0.3699, pruned_loss=0.1159, over 12349.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3411, pruned_loss=0.1135, over 2472520.39 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06672, over 16590.66 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.3978, pruned_loss=0.1634, over 2467867.34 frames. utt_duration=1188 frames, utt_pad_proportion=0.07691, over 8322.69 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3349, pruned_loss=0.1077, over 2473145.00 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06566, over 17655.58 utterances.], batch size: 62, lr: 1.43e-03
2022-08-20 13:28:37,394 INFO [train.py:927] (2/8) Epoch 1, batch 21600, giga_loss[loss=0.3413, simple_loss=0.397, pruned_loss=0.1428, over 12347.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03568, over 104.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3471, pruned_loss=0.1158, over 2473470.96 frames. utt_duration=584.2 frames, utt_pad_proportion=0.0653, over 16980.21 utterances.], libri_tot_loss[loss=0.3615, simple_loss=0.3975, pruned_loss=0.1633, over 2468132.05 frames. utt_duration=1191 frames, utt_pad_proportion=0.0764, over 8300.51 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3421, pruned_loss=0.111, over 2473777.92 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06471, over 17907.47 utterances.], batch size: 104, lr: 1.42e-03
2022-08-20 13:30:16,856 INFO [train.py:927] (2/8) Epoch 1, batch 21650, giga_loss[loss=0.3004, simple_loss=0.3635, pruned_loss=0.1187, over 12380.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03626, over 80.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3597, pruned_loss=0.1229, over 2473918.65 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06187, over 17762.54 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.4012, pruned_loss=0.1646, over 2468097.75 frames. utt_duration=1194 frames, utt_pad_proportion=0.07555, over 8280.07 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3518, pruned_loss=0.1174, over 2474276.09 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06186, over 18640.82 utterances.], batch size: 80, lr: 1.42e-03
2022-08-20 13:31:57,135 INFO [train.py:927] (2/8) Epoch 1, batch 21700, giga_loss[loss=0.2535, simple_loss=0.3287, pruned_loss=0.08913, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0379, over 123.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3578, pruned_loss=0.1207, over 2473774.77 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06152, over 18049.46 utterances.], libri_tot_loss[loss=0.3649, simple_loss=0.4017, pruned_loss=0.1646, over 2468054.14 frames. utt_duration=1195 frames, utt_pad_proportion=0.07449, over 8274.55 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3497, pruned_loss=0.1149, over 2474262.30 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06177, over 19072.92 utterances.], batch size: 123, lr: 1.42e-03
2022-08-20 13:33:38,447 INFO [train.py:927] (2/8) Epoch 1, batch 21750, giga_loss[loss=0.2969, simple_loss=0.3577, pruned_loss=0.1181, over 12383.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03123, over 104.00 utterances.], tot_loss[loss=0.2963, simple_loss=0.3551, pruned_loss=0.1187, over 2473627.49 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06101, over 18078.48 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.401, pruned_loss=0.1645, over 2468108.07 frames. utt_duration=1200 frames, utt_pad_proportion=0.07359, over 8234.31 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3485, pruned_loss=0.1134, over 2474071.75 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06152, over 19116.81 utterances.], batch size: 104, lr: 1.42e-03
2022-08-20 13:35:20,609 INFO [train.py:927] (2/8) Epoch 1, batch 21800, giga_loss[loss=0.2677, simple_loss=0.3367, pruned_loss=0.09932, over 12424.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02113, over 48.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3583, pruned_loss=0.122, over 2473515.21 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06403, over 18453.02 utterances.], libri_tot_loss[loss=0.3649, simple_loss=0.4007, pruned_loss=0.1651, over 2468254.73 frames. utt_duration=1202 frames, utt_pad_proportion=0.07246, over 8222.13 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3518, pruned_loss=0.1157, over 2473934.04 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06461, over 19630.66 utterances.], batch size: 48, lr: 1.42e-03
2022-08-20 13:37:01,751 INFO [train.py:927] (2/8) Epoch 1, batch 21850, giga_loss[loss=0.3113, simple_loss=0.3698, pruned_loss=0.1263, over 12458.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02504, over 55.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3594, pruned_loss=0.1226, over 2473407.99 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06166, over 18111.13 utterances.], libri_tot_loss[loss=0.3639, simple_loss=0.4, pruned_loss=0.1644, over 2467954.15 frames. utt_duration=1206 frames, utt_pad_proportion=0.07151, over 8198.75 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3542, pruned_loss=0.1175, over 2474082.70 frames. utt_duration=516 frames, utt_pad_proportion=0.06255, over 19233.07 utterances.], batch size: 55, lr: 1.42e-03
2022-08-20 13:38:43,248 INFO [train.py:927] (2/8) Epoch 1, batch 21900, giga_loss[loss=0.283, simple_loss=0.349, pruned_loss=0.1085, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03149, over 42.00 utterances.], tot_loss[loss=0.3028, simple_loss=0.3609, pruned_loss=0.1223, over 2472642.15 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05979, over 17461.99 utterances.], libri_tot_loss[loss=0.3662, simple_loss=0.4025, pruned_loss=0.1654, over 2467925.38 frames. utt_duration=1194 frames, utt_pad_proportion=0.07565, over 8276.35 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3542, pruned_loss=0.117, over 2473248.15 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05888, over 18363.47 utterances.], batch size: 42, lr: 1.42e-03
2022-08-20 13:40:23,924 INFO [train.py:927] (2/8) Epoch 1, batch 21950, giga_loss[loss=0.3033, simple_loss=0.3637, pruned_loss=0.1214, over 12398.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3618, pruned_loss=0.1228, over 2472229.87 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05869, over 16844.29 utterances.], libri_tot_loss[loss=0.3663, simple_loss=0.4021, pruned_loss=0.1658, over 2467888.53 frames. utt_duration=1192 frames, utt_pad_proportion=0.07515, over 8292.00 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.3559, pruned_loss=0.1173, over 2472847.38 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05805, over 17749.19 utterances.], batch size: 62, lr: 1.41e-03
2022-08-20 13:42:05,069 INFO [train.py:927] (2/8) Epoch 1, batch 22000, giga_loss[loss=0.2957, simple_loss=0.3576, pruned_loss=0.1169, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03625, over 40.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.3619, pruned_loss=0.1215, over 2472570.24 frames. utt_duration=597.9 frames, utt_pad_proportion=0.0584, over 16582.08 utterances.], libri_tot_loss[loss=0.3666, simple_loss=0.4023, pruned_loss=0.1659, over 2467852.75 frames. utt_duration=1192 frames, utt_pad_proportion=0.0745, over 8291.55 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3564, pruned_loss=0.1164, over 2473156.28 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05808, over 17412.67 utterances.], batch size: 40, lr: 1.41e-03
2022-08-20 13:43:52,118 INFO [train.py:927] (2/8) Epoch 1, batch 22050, giga_loss[loss=0.2978, simple_loss=0.3575, pruned_loss=0.1191, over 12392.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06338, over 183.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3595, pruned_loss=0.119, over 2472795.70 frames. utt_duration=622.9 frames, utt_pad_proportion=0.05526, over 15918.40 utterances.], libri_tot_loss[loss=0.3652, simple_loss=0.4018, pruned_loss=0.1648, over 2467547.01 frames. utt_duration=1200 frames, utt_pad_proportion=0.07295, over 8234.53 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3545, pruned_loss=0.1148, over 2473694.59 frames. utt_duration=588.4 frames, utt_pad_proportion=0.05566, over 16859.13 utterances.], batch size: 183, lr: 1.41e-03
2022-08-20 13:45:33,629 INFO [train.py:927] (2/8) Epoch 1, batch 22100, giga_loss[loss=0.3406, simple_loss=0.3937, pruned_loss=0.1437, over 12460.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0368, over 123.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3587, pruned_loss=0.119, over 2473712.57 frames. utt_duration=624.4 frames, utt_pad_proportion=0.05522, over 15884.89 utterances.], libri_tot_loss[loss=0.3649, simple_loss=0.4013, pruned_loss=0.1647, over 2467492.63 frames. utt_duration=1202 frames, utt_pad_proportion=0.0718, over 8220.94 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3544, pruned_loss=0.1148, over 2474592.92 frames. utt_duration=591 frames, utt_pad_proportion=0.05593, over 16790.59 utterances.], batch size: 123, lr: 1.41e-03
2022-08-20 13:47:13,949 INFO [train.py:927] (2/8) Epoch 1, batch 22150, giga_loss[loss=0.2595, simple_loss=0.3301, pruned_loss=0.09449, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02976, over 45.00 utterances.], tot_loss[loss=0.2975, simple_loss=0.3581, pruned_loss=0.1185, over 2473033.83 frames. utt_duration=622 frames, utt_pad_proportion=0.05915, over 15941.60 utterances.], libri_tot_loss[loss=0.3642, simple_loss=0.4007, pruned_loss=0.1643, over 2467597.23 frames. utt_duration=1202 frames, utt_pad_proportion=0.07072, over 8219.27 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.354, pruned_loss=0.1142, over 2473803.75 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05981, over 16875.32 utterances.], batch size: 45, lr: 1.41e-03
2022-08-20 13:48:54,981 INFO [train.py:927] (2/8) Epoch 1, batch 22200, giga_loss[loss=0.2857, simple_loss=0.347, pruned_loss=0.1122, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03864, over 37.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3572, pruned_loss=0.1175, over 2472665.31 frames. utt_duration=656.1 frames, utt_pad_proportion=0.05501, over 15109.58 utterances.], libri_tot_loss[loss=0.3658, simple_loss=0.4016, pruned_loss=0.1654, over 2467438.95 frames. utt_duration=1205 frames, utt_pad_proportion=0.06992, over 8199.07 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3525, pruned_loss=0.1125, over 2473481.29 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05606, over 15962.74 utterances.], batch size: 37, lr: 1.41e-03
2022-08-20 13:50:35,449 INFO [train.py:927] (2/8) Epoch 1, batch 22250, libri_loss[loss=0.3423, simple_loss=0.3749, pruned_loss=0.1549, over 12167.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01046, over 30.00 utterances.], tot_loss[loss=0.2925, simple_loss=0.3536, pruned_loss=0.1157, over 2472605.04 frames. utt_duration=654.6 frames, utt_pad_proportion=0.05891, over 15144.34 utterances.], libri_tot_loss[loss=0.3648, simple_loss=0.4006, pruned_loss=0.1649, over 2467254.60 frames. utt_duration=1213 frames, utt_pad_proportion=0.06889, over 8143.59 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3498, pruned_loss=0.1111, over 2473572.01 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05991, over 16028.04 utterances.], batch size: 30, lr: 1.40e-03
2022-08-20 13:52:16,091 INFO [train.py:927] (2/8) Epoch 1, batch 22300, libri_loss[loss=0.2761, simple_loss=0.3238, pruned_loss=0.1142, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006151, over 31.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.351, pruned_loss=0.1148, over 2472515.40 frames. utt_duration=660.8 frames, utt_pad_proportion=0.05743, over 15001.05 utterances.], libri_tot_loss[loss=0.363, simple_loss=0.399, pruned_loss=0.1639, over 2467315.14 frames. utt_duration=1206 frames, utt_pad_proportion=0.07112, over 8191.24 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3474, pruned_loss=0.1099, over 2473483.27 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05708, over 15974.39 utterances.], batch size: 31, lr: 1.40e-03
2022-08-20 13:53:56,904 INFO [train.py:927] (2/8) Epoch 1, batch 22350, giga_loss[loss=0.2741, simple_loss=0.3376, pruned_loss=0.1053, over 12376.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03063, over 97.00 utterances.], tot_loss[loss=0.2935, simple_loss=0.3522, pruned_loss=0.1174, over 2472751.49 frames. utt_duration=644.8 frames, utt_pad_proportion=0.06441, over 15374.83 utterances.], libri_tot_loss[loss=0.3612, simple_loss=0.3973, pruned_loss=0.163, over 2467517.58 frames. utt_duration=1183 frames, utt_pad_proportion=0.08108, over 8353.89 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3477, pruned_loss=0.1111, over 2473671.33 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05851, over 16473.43 utterances.], batch size: 97, lr: 1.40e-03
2022-08-20 13:55:38,904 INFO [train.py:927] (2/8) Epoch 1, batch 22400, giga_loss[loss=0.2694, simple_loss=0.3292, pruned_loss=0.1048, over 12461.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03524, over 43.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.3495, pruned_loss=0.1161, over 2472545.28 frames. utt_duration=660.6 frames, utt_pad_proportion=0.05966, over 15004.86 utterances.], libri_tot_loss[loss=0.3599, simple_loss=0.3962, pruned_loss=0.1621, over 2467485.94 frames. utt_duration=1182 frames, utt_pad_proportion=0.0803, over 8361.48 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3453, pruned_loss=0.1102, over 2473480.78 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05511, over 16124.75 utterances.], batch size: 43, lr: 1.40e-03
2022-08-20 13:57:21,064 INFO [train.py:927] (2/8) Epoch 1, batch 22450, giga_loss[loss=0.2642, simple_loss=0.333, pruned_loss=0.09769, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04138, over 33.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3446, pruned_loss=0.1128, over 2472668.06 frames. utt_duration=641.2 frames, utt_pad_proportion=0.05876, over 15460.62 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.396, pruned_loss=0.1621, over 2467279.51 frames. utt_duration=1183 frames, utt_pad_proportion=0.08001, over 8351.68 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3412, pruned_loss=0.1081, over 2473585.53 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05539, over 16370.98 utterances.], batch size: 33, lr: 1.40e-03
2022-08-20 13:59:02,036 INFO [train.py:927] (2/8) Epoch 1, batch 22500, giga_loss[loss=0.2823, simple_loss=0.351, pruned_loss=0.1068, over 12338.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3442, pruned_loss=0.112, over 2473323.04 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05591, over 15789.60 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3962, pruned_loss=0.1625, over 2467300.11 frames. utt_duration=1184 frames, utt_pad_proportion=0.07972, over 8342.92 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3411, pruned_loss=0.1077, over 2474050.60 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05352, over 16545.44 utterances.], batch size: 97, lr: 1.40e-03
2022-08-20 14:00:43,764 INFO [train.py:927] (2/8) Epoch 1, batch 22550, giga_loss[loss=0.3007, simple_loss=0.3641, pruned_loss=0.1186, over 12370.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05295, over 161.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3513, pruned_loss=0.1159, over 2473208.86 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06068, over 16318.58 utterances.], libri_tot_loss[loss=0.3642, simple_loss=0.4001, pruned_loss=0.1645, over 2467244.96 frames. utt_duration=1174 frames, utt_pad_proportion=0.08285, over 8416.33 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3444, pruned_loss=0.1095, over 2473993.60 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05691, over 17045.56 utterances.], batch size: 161, lr: 1.40e-03
2022-08-20 14:02:25,077 INFO [train.py:927] (2/8) Epoch 1, batch 22600, giga_loss[loss=0.2503, simple_loss=0.323, pruned_loss=0.08875, over 12392.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03034, over 62.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3517, pruned_loss=0.1158, over 2472986.31 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06244, over 17451.65 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.4001, pruned_loss=0.1647, over 2467109.36 frames. utt_duration=1181 frames, utt_pad_proportion=0.08177, over 8369.38 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3453, pruned_loss=0.1096, over 2473848.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05995, over 18238.01 utterances.], batch size: 62, lr: 1.39e-03
2022-08-20 14:04:05,632 INFO [train.py:927] (2/8) Epoch 1, batch 22650, libri_loss[loss=0.304, simple_loss=0.3484, pruned_loss=0.1298, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006242, over 32.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3503, pruned_loss=0.1144, over 2472721.55 frames. utt_duration=596 frames, utt_pad_proportion=0.0576, over 16636.64 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.3995, pruned_loss=0.1642, over 2467301.70 frames. utt_duration=1182 frames, utt_pad_proportion=0.08033, over 8356.93 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3441, pruned_loss=0.1084, over 2473450.36 frames. utt_duration=565.1 frames, utt_pad_proportion=0.056, over 17554.65 utterances.], batch size: 32, lr: 1.39e-03
2022-08-20 14:05:47,196 INFO [train.py:927] (2/8) Epoch 1, batch 22700, libri_loss[loss=0.3331, simple_loss=0.3895, pruned_loss=0.1384, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00761, over 37.00 utterances.], tot_loss[loss=0.2915, simple_loss=0.3513, pruned_loss=0.1158, over 2473610.45 frames. utt_duration=576.6 frames, utt_pad_proportion=0.0614, over 17205.36 utterances.], libri_tot_loss[loss=0.3621, simple_loss=0.3982, pruned_loss=0.1633, over 2467592.85 frames. utt_duration=1179 frames, utt_pad_proportion=0.08083, over 8382.85 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3451, pruned_loss=0.1093, over 2474220.22 frames. utt_duration=541 frames, utt_pad_proportion=0.05933, over 18344.70 utterances.], batch size: 37, lr: 1.39e-03
2022-08-20 14:07:29,512 INFO [train.py:927] (2/8) Epoch 1, batch 22750, giga_loss[loss=0.2876, simple_loss=0.3583, pruned_loss=0.1084, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3544, pruned_loss=0.1169, over 2473619.08 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05971, over 17449.87 utterances.], libri_tot_loss[loss=0.3612, simple_loss=0.3978, pruned_loss=0.1626, over 2467755.44 frames. utt_duration=1183 frames, utt_pad_proportion=0.07996, over 8357.47 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3489, pruned_loss=0.1115, over 2474074.99 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05837, over 18536.70 utterances.], batch size: 70, lr: 1.39e-03
2022-08-20 14:09:09,788 INFO [train.py:927] (2/8) Epoch 1, batch 22800, giga_loss[loss=0.2877, simple_loss=0.3551, pruned_loss=0.1101, over 12396.00 frames. utt_duration=275.6 frames, utt_pad_proportion=0.05291, over 181.00 utterances.], tot_loss[loss=0.2964, simple_loss=0.3565, pruned_loss=0.1181, over 2473047.32 frames. utt_duration=571 frames, utt_pad_proportion=0.0597, over 17369.91 utterances.], libri_tot_loss[loss=0.3624, simple_loss=0.3989, pruned_loss=0.1633, over 2467900.28 frames. utt_duration=1184 frames, utt_pad_proportion=0.07858, over 8349.65 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3502, pruned_loss=0.1122, over 2473410.76 frames. utt_duration=538 frames, utt_pad_proportion=0.05896, over 18442.03 utterances.], batch size: 181, lr: 1.39e-03
2022-08-20 14:10:51,902 INFO [train.py:927] (2/8) Epoch 1, batch 22850, giga_loss[loss=0.2874, simple_loss=0.3581, pruned_loss=0.1083, over 12348.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2953, simple_loss=0.3555, pruned_loss=0.1176, over 2472924.91 frames. utt_duration=586.9 frames, utt_pad_proportion=0.0562, over 16897.76 utterances.], libri_tot_loss[loss=0.3622, simple_loss=0.3985, pruned_loss=0.1633, over 2467845.90 frames. utt_duration=1188 frames, utt_pad_proportion=0.07744, over 8319.87 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3501, pruned_loss=0.112, over 2473350.31 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05612, over 17935.70 utterances.], batch size: 58, lr: 1.39e-03
2022-08-20 14:12:30,574 INFO [train.py:927] (2/8) Epoch 1, batch 22900, giga_loss[loss=0.2215, simple_loss=0.2918, pruned_loss=0.07558, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0349, over 37.00 utterances.], tot_loss[loss=0.293, simple_loss=0.3536, pruned_loss=0.1162, over 2473433.61 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05506, over 16804.06 utterances.], libri_tot_loss[loss=0.3622, simple_loss=0.3984, pruned_loss=0.1633, over 2467768.82 frames. utt_duration=1187 frames, utt_pad_proportion=0.07663, over 8323.42 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3482, pruned_loss=0.1104, over 2473980.68 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05514, over 17858.97 utterances.], batch size: 37, lr: 1.39e-03
2022-08-20 14:14:09,498 INFO [train.py:927] (2/8) Epoch 1, batch 22950, giga_loss[loss=0.2514, simple_loss=0.3289, pruned_loss=0.08697, over 12380.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02644, over 66.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3547, pruned_loss=0.116, over 2474146.39 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05784, over 17358.75 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.401, pruned_loss=0.1635, over 2468035.74 frames. utt_duration=1171 frames, utt_pad_proportion=0.08157, over 8444.40 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3462, pruned_loss=0.1094, over 2474568.06 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05525, over 18422.88 utterances.], batch size: 66, lr: 1.38e-03
2022-08-20 14:15:49,956 INFO [train.py:927] (2/8) Epoch 1, batch 23000, giga_loss[loss=0.2593, simple_loss=0.3329, pruned_loss=0.09286, over 12410.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02504, over 70.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3555, pruned_loss=0.1157, over 2474194.69 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05871, over 18041.35 utterances.], libri_tot_loss[loss=0.3633, simple_loss=0.4004, pruned_loss=0.1633, over 2467643.51 frames. utt_duration=1173 frames, utt_pad_proportion=0.08084, over 8423.19 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3483, pruned_loss=0.1096, over 2475027.46 frames. utt_duration=519.5 frames, utt_pad_proportion=0.0568, over 19112.04 utterances.], batch size: 70, lr: 1.38e-03
2022-08-20 14:17:30,831 INFO [train.py:927] (2/8) Epoch 1, batch 23050, giga_loss[loss=0.2811, simple_loss=0.3445, pruned_loss=0.1088, over 12359.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04057, over 145.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3554, pruned_loss=0.1169, over 2474537.58 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05908, over 18073.75 utterances.], libri_tot_loss[loss=0.3637, simple_loss=0.4004, pruned_loss=0.1638, over 2468144.66 frames. utt_duration=1152 frames, utt_pad_proportion=0.08734, over 8583.62 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3482, pruned_loss=0.1101, over 2474977.69 frames. utt_duration=520 frames, utt_pad_proportion=0.05458, over 19093.03 utterances.], batch size: 145, lr: 1.38e-03
2022-08-20 14:19:09,270 INFO [train.py:927] (2/8) Epoch 1, batch 23100, giga_loss[loss=0.3873, simple_loss=0.402, pruned_loss=0.1863, over 12375.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.292, simple_loss=0.352, pruned_loss=0.116, over 2474438.83 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06078, over 18336.26 utterances.], libri_tot_loss[loss=0.3632, simple_loss=0.3999, pruned_loss=0.1635, over 2468148.79 frames. utt_duration=1154 frames, utt_pad_proportion=0.08653, over 8563.00 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3461, pruned_loss=0.1103, over 2474853.00 frames. utt_duration=515 frames, utt_pad_proportion=0.05734, over 19277.70 utterances.], batch size: 257, lr: 1.38e-03
2022-08-20 14:20:47,822 INFO [train.py:927] (2/8) Epoch 1, batch 23150, giga_loss[loss=0.2601, simple_loss=0.3318, pruned_loss=0.09416, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2902, simple_loss=0.3495, pruned_loss=0.1154, over 2474279.32 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06482, over 18386.66 utterances.], libri_tot_loss[loss=0.3609, simple_loss=0.3982, pruned_loss=0.1621, over 2468358.56 frames. utt_duration=1162 frames, utt_pad_proportion=0.0844, over 8509.88 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3442, pruned_loss=0.11, over 2474693.37 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06225, over 19642.03 utterances.], batch size: 75, lr: 1.38e-03
2022-08-20 14:22:30,667 INFO [train.py:927] (2/8) Epoch 1, batch 23200, giga_loss[loss=0.2421, simple_loss=0.3088, pruned_loss=0.08774, over 12452.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03063, over 55.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3428, pruned_loss=0.1116, over 2474273.51 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06251, over 17516.02 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3976, pruned_loss=0.1618, over 2468590.45 frames. utt_duration=1165 frames, utt_pad_proportion=0.08384, over 8485.83 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3386, pruned_loss=0.1071, over 2474443.50 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06069, over 18611.02 utterances.], batch size: 55, lr: 1.38e-03
2022-08-20 14:24:11,721 INFO [train.py:927] (2/8) Epoch 1, batch 23250, giga_loss[loss=0.2684, simple_loss=0.3288, pruned_loss=0.1041, over 12377.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.044, over 37.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3427, pruned_loss=0.1133, over 2474189.42 frames. utt_duration=572.7 frames, utt_pad_proportion=0.0673, over 17325.62 utterances.], libri_tot_loss[loss=0.3654, simple_loss=0.4012, pruned_loss=0.165, over 2468980.25 frames. utt_duration=1158 frames, utt_pad_proportion=0.08647, over 8542.04 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3349, pruned_loss=0.1056, over 2474093.27 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06421, over 18350.07 utterances.], batch size: 37, lr: 1.38e-03
2022-08-20 14:25:54,270 INFO [train.py:927] (2/8) Epoch 1, batch 23300, giga_loss[loss=0.3009, simple_loss=0.364, pruned_loss=0.1189, over 12365.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.039, over 113.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3428, pruned_loss=0.1124, over 2474061.64 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06532, over 16920.72 utterances.], libri_tot_loss[loss=0.3642, simple_loss=0.4002, pruned_loss=0.1643, over 2468653.17 frames. utt_duration=1153 frames, utt_pad_proportion=0.08848, over 8575.41 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3359, pruned_loss=0.1054, over 2474454.99 frames. utt_duration=553 frames, utt_pad_proportion=0.0616, over 17947.42 utterances.], batch size: 113, lr: 1.37e-03
2022-08-20 14:27:33,731 INFO [train.py:927] (2/8) Epoch 1, batch 23350, giga_loss[loss=0.2918, simple_loss=0.3648, pruned_loss=0.1094, over 12385.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04089, over 133.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3453, pruned_loss=0.1131, over 2473852.20 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06788, over 17404.00 utterances.], libri_tot_loss[loss=0.3629, simple_loss=0.3992, pruned_loss=0.1635, over 2468832.32 frames. utt_duration=1157 frames, utt_pad_proportion=0.08691, over 8543.47 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3394, pruned_loss=0.1071, over 2474108.23 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06537, over 18461.39 utterances.], batch size: 133, lr: 1.37e-03
2022-08-20 14:29:14,042 INFO [train.py:927] (2/8) Epoch 1, batch 23400, libri_loss[loss=0.2601, simple_loss=0.3087, pruned_loss=0.1058, over 12207.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.007938, over 31.00 utterances.], tot_loss[loss=0.2875, simple_loss=0.347, pruned_loss=0.114, over 2473836.19 frames. utt_duration=577.8 frames, utt_pad_proportion=0.0651, over 17170.06 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.397, pruned_loss=0.162, over 2468690.16 frames. utt_duration=1157 frames, utt_pad_proportion=0.08867, over 8545.21 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3423, pruned_loss=0.1087, over 2474366.15 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06199, over 18335.82 utterances.], batch size: 31, lr: 1.37e-03
2022-08-20 14:31:00,286 INFO [train.py:927] (2/8) Epoch 1, batch 23450, libri_loss[loss=0.3705, simple_loss=0.4642, pruned_loss=0.1384, over 12260.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004239, over 34.00 utterances.], tot_loss[loss=0.2951, simple_loss=0.3537, pruned_loss=0.1182, over 2474002.53 frames. utt_duration=570.4 frames, utt_pad_proportion=0.0622, over 17393.62 utterances.], libri_tot_loss[loss=0.36, simple_loss=0.3973, pruned_loss=0.1615, over 2468757.81 frames. utt_duration=1161 frames, utt_pad_proportion=0.08774, over 8514.20 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.349, pruned_loss=0.1139, over 2474444.44 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06019, over 18463.83 utterances.], batch size: 34, lr: 1.37e-03
2022-08-20 14:32:43,976 INFO [train.py:927] (2/8) Epoch 1, batch 23500, giga_loss[loss=0.3729, simple_loss=0.4166, pruned_loss=0.1646, over 12365.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03165, over 51.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3636, pruned_loss=0.1259, over 2473867.94 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06164, over 18363.78 utterances.], libri_tot_loss[loss=0.3598, simple_loss=0.3975, pruned_loss=0.1613, over 2468596.24 frames. utt_duration=1162 frames, utt_pad_proportion=0.08716, over 8506.74 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.359, pruned_loss=0.1219, over 2474453.33 frames. utt_duration=512 frames, utt_pad_proportion=0.06022, over 19386.88 utterances.], batch size: 51, lr: 1.37e-03
2022-08-20 14:34:30,169 INFO [train.py:927] (2/8) Epoch 1, batch 23550, giga_loss[loss=0.3866, simple_loss=0.4236, pruned_loss=0.1748, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0422, over 133.00 utterances.], tot_loss[loss=0.3237, simple_loss=0.3738, pruned_loss=0.1368, over 2473775.64 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06168, over 18739.95 utterances.], libri_tot_loss[loss=0.36, simple_loss=0.397, pruned_loss=0.1617, over 2468605.32 frames. utt_duration=1167 frames, utt_pad_proportion=0.08624, over 8475.32 utterances.], giga_tot_loss[loss=0.318, simple_loss=0.3702, pruned_loss=0.1329, over 2474296.94 frames. utt_duration=503.9 frames, utt_pad_proportion=0.0608, over 19698.75 utterances.], batch size: 133, lr: 1.37e-03
2022-08-20 14:36:14,995 INFO [train.py:927] (2/8) Epoch 1, batch 23600, giga_loss[loss=0.3553, simple_loss=0.4064, pruned_loss=0.1521, over 12341.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03304, over 62.00 utterances.], tot_loss[loss=0.336, simple_loss=0.383, pruned_loss=0.1445, over 2473218.37 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06255, over 18723.10 utterances.], libri_tot_loss[loss=0.3636, simple_loss=0.3999, pruned_loss=0.1639, over 2468134.94 frames. utt_duration=1163 frames, utt_pad_proportion=0.0872, over 8501.31 utterances.], giga_tot_loss[loss=0.3273, simple_loss=0.3769, pruned_loss=0.1388, over 2474258.28 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06107, over 19861.80 utterances.], batch size: 62, lr: 1.37e-03
2022-08-20 14:38:02,669 INFO [train.py:927] (2/8) Epoch 1, batch 23650, giga_loss[loss=0.3305, simple_loss=0.3881, pruned_loss=0.1364, over 12333.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03158, over 58.00 utterances.], tot_loss[loss=0.3416, simple_loss=0.3876, pruned_loss=0.1478, over 2473231.54 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06097, over 18692.13 utterances.], libri_tot_loss[loss=0.3632, simple_loss=0.4003, pruned_loss=0.1632, over 2467936.80 frames. utt_duration=1165 frames, utt_pad_proportion=0.08649, over 8482.98 utterances.], giga_tot_loss[loss=0.3346, simple_loss=0.3821, pruned_loss=0.1435, over 2474370.73 frames. utt_duration=500 frames, utt_pad_proportion=0.05991, over 19854.26 utterances.], batch size: 58, lr: 1.36e-03
2022-08-20 14:39:51,958 INFO [train.py:927] (2/8) Epoch 1, batch 23700, giga_loss[loss=0.385, simple_loss=0.4092, pruned_loss=0.1804, over 12445.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.041, over 146.00 utterances.], tot_loss[loss=0.3486, simple_loss=0.3918, pruned_loss=0.1527, over 2472894.35 frames. utt_duration=491.1 frames, utt_pad_proportion=0.0729, over 20202.82 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.3994, pruned_loss=0.1622, over 2467841.36 frames. utt_duration=1163 frames, utt_pad_proportion=0.08776, over 8499.48 utterances.], giga_tot_loss[loss=0.3437, simple_loss=0.3878, pruned_loss=0.1498, over 2474057.83 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07076, over 21460.29 utterances.], batch size: 146, lr: 1.36e-03
2022-08-20 14:41:39,746 INFO [train.py:927] (2/8) Epoch 1, batch 23750, giga_loss[loss=0.349, simple_loss=0.3914, pruned_loss=0.1533, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03274, over 86.00 utterances.], tot_loss[loss=0.3529, simple_loss=0.3935, pruned_loss=0.1562, over 2473434.53 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0767, over 21260.42 utterances.], libri_tot_loss[loss=0.3604, simple_loss=0.3983, pruned_loss=0.1614, over 2467951.84 frames. utt_duration=1169 frames, utt_pad_proportion=0.08623, over 8453.59 utterances.], giga_tot_loss[loss=0.35, simple_loss=0.3911, pruned_loss=0.1544, over 2474378.56 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07537, over 22584.93 utterances.], batch size: 86, lr: 1.36e-03
2022-08-20 14:43:24,445 INFO [train.py:927] (2/8) Epoch 1, batch 23800, giga_loss[loss=0.3919, simple_loss=0.4187, pruned_loss=0.1825, over 12367.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06557, over 183.00 utterances.], tot_loss[loss=0.3525, simple_loss=0.3933, pruned_loss=0.1558, over 2473002.24 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0826, over 21854.61 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3983, pruned_loss=0.1614, over 2468096.38 frames. utt_duration=1169 frames, utt_pad_proportion=0.08556, over 8458.28 utterances.], giga_tot_loss[loss=0.35, simple_loss=0.3914, pruned_loss=0.1543, over 2473718.46 frames. utt_duration=428.8 frames, utt_pad_proportion=0.08154, over 23154.22 utterances.], batch size: 183, lr: 1.36e-03
2022-08-20 14:45:10,615 INFO [train.py:927] (2/8) Epoch 1, batch 23850, giga_loss[loss=0.3127, simple_loss=0.3656, pruned_loss=0.13, over 12418.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03513, over 113.00 utterances.], tot_loss[loss=0.3552, simple_loss=0.3954, pruned_loss=0.1575, over 2473900.11 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08414, over 22796.48 utterances.], libri_tot_loss[loss=0.3605, simple_loss=0.3984, pruned_loss=0.1614, over 2468305.17 frames. utt_duration=1163 frames, utt_pad_proportion=0.08811, over 8499.47 utterances.], giga_tot_loss[loss=0.353, simple_loss=0.3937, pruned_loss=0.1562, over 2474401.71 frames. utt_duration=411.6 frames, utt_pad_proportion=0.08241, over 24132.47 utterances.], batch size: 113, lr: 1.36e-03
2022-08-20 14:47:00,796 INFO [train.py:927] (2/8) Epoch 1, batch 23900, giga_loss[loss=0.3263, simple_loss=0.3797, pruned_loss=0.1365, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04405, over 34.00 utterances.], tot_loss[loss=0.3488, simple_loss=0.3924, pruned_loss=0.1526, over 2473918.66 frames. utt_duration=440 frames, utt_pad_proportion=0.08304, over 22563.31 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3984, pruned_loss=0.1606, over 2468121.63 frames. utt_duration=1167 frames, utt_pad_proportion=0.08646, over 8467.36 utterances.], giga_tot_loss[loss=0.3476, simple_loss=0.391, pruned_loss=0.1521, over 2474595.13 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08218, over 23955.51 utterances.], batch size: 34, lr: 1.36e-03
2022-08-20 14:48:45,033 INFO [train.py:927] (2/8) Epoch 1, batch 23950, giga_loss[loss=0.3239, simple_loss=0.3715, pruned_loss=0.1381, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07376, over 212.00 utterances.], tot_loss[loss=0.3445, simple_loss=0.3902, pruned_loss=0.1494, over 2474458.66 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08187, over 22976.11 utterances.], libri_tot_loss[loss=0.3602, simple_loss=0.3997, pruned_loss=0.1605, over 2467905.26 frames. utt_duration=1161 frames, utt_pad_proportion=0.08922, over 8517.11 utterances.], giga_tot_loss[loss=0.3429, simple_loss=0.3879, pruned_loss=0.149, over 2475266.19 frames. utt_duration=410.2 frames, utt_pad_proportion=0.08042, over 24225.65 utterances.], batch size: 212, lr: 1.36e-03
2022-08-20 14:50:28,838 INFO [train.py:927] (2/8) Epoch 1, batch 24000, libri_loss[loss=0.3049, simple_loss=0.3584, pruned_loss=0.1257, over 12461.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00574, over 32.00 utterances.], tot_loss[loss=0.3412, simple_loss=0.3875, pruned_loss=0.1475, over 2474696.19 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08318, over 23323.99 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.3995, pruned_loss=0.16, over 2467975.93 frames. utt_duration=1169 frames, utt_pad_proportion=0.08739, over 8454.38 utterances.], giga_tot_loss[loss=0.34, simple_loss=0.3854, pruned_loss=0.1473, over 2475470.66 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0825, over 24794.61 utterances.], batch size: 32, lr: 1.35e-03
2022-08-20 14:50:28,840 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 14:50:43,960 INFO [train.py:967] (2/8) Epoch 1, validation: loss=0.2436, simple_loss=0.3562, pruned_loss=0.0655, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 14:52:38,947 INFO [train.py:927] (2/8) Epoch 1, batch 24050, giga_loss[loss=0.3335, simple_loss=0.3835, pruned_loss=0.1418, over 12168.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03918, over 33.00 utterances.], tot_loss[loss=0.3387, simple_loss=0.3857, pruned_loss=0.1458, over 2474544.34 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08531, over 23439.82 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.3997, pruned_loss=0.1599, over 2467798.36 frames. utt_duration=1171 frames, utt_pad_proportion=0.08646, over 8440.70 utterances.], giga_tot_loss[loss=0.3374, simple_loss=0.3838, pruned_loss=0.1456, over 2475371.42 frames. utt_duration=400.7 frames, utt_pad_proportion=0.08494, over 24802.78 utterances.], batch size: 33, lr: 1.35e-03
2022-08-20 14:54:23,178 INFO [train.py:927] (2/8) Epoch 1, batch 24100, giga_loss[loss=0.3006, simple_loss=0.3667, pruned_loss=0.1172, over 12435.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04089, over 26.00 utterances.], tot_loss[loss=0.3347, simple_loss=0.3844, pruned_loss=0.1425, over 2474124.90 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08301, over 22511.27 utterances.], libri_tot_loss[loss=0.3587, simple_loss=0.399, pruned_loss=0.1594, over 2467777.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.08451, over 8427.45 utterances.], giga_tot_loss[loss=0.3337, simple_loss=0.383, pruned_loss=0.1422, over 2475041.91 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08344, over 24093.34 utterances.], batch size: 26, lr: 1.35e-03
2022-08-20 14:56:07,846 INFO [train.py:927] (2/8) Epoch 1, batch 24150, libri_loss[loss=0.3472, simple_loss=0.3837, pruned_loss=0.1554, over 12467.00 frames. utt_duration=768.6 frames, utt_pad_proportion=0.1063, over 65.00 utterances.], tot_loss[loss=0.3328, simple_loss=0.3827, pruned_loss=0.1415, over 2474502.30 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08112, over 22187.42 utterances.], libri_tot_loss[loss=0.3576, simple_loss=0.3979, pruned_loss=0.1588, over 2467866.98 frames. utt_duration=1174 frames, utt_pad_proportion=0.08346, over 8421.06 utterances.], giga_tot_loss[loss=0.3326, simple_loss=0.3822, pruned_loss=0.1414, over 2475279.90 frames. utt_duration=418 frames, utt_pad_proportion=0.08187, over 23770.35 utterances.], batch size: 65, lr: 1.35e-03
2022-08-20 14:57:49,953 INFO [train.py:927] (2/8) Epoch 1, batch 24200, libri_loss[loss=0.4139, simple_loss=0.4713, pruned_loss=0.1783, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00574, over 34.00 utterances.], tot_loss[loss=0.3372, simple_loss=0.3832, pruned_loss=0.1456, over 2474271.41 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07741, over 21399.40 utterances.], libri_tot_loss[loss=0.3623, simple_loss=0.3991, pruned_loss=0.1629, over 2467769.56 frames. utt_duration=1174 frames, utt_pad_proportion=0.082, over 8416.32 utterances.], giga_tot_loss[loss=0.3318, simple_loss=0.3812, pruned_loss=0.1412, over 2475176.00 frames. utt_duration=431.1 frames, utt_pad_proportion=0.0787, over 23043.92 utterances.], batch size: 34, lr: 1.35e-03
2022-08-20 14:59:32,049 INFO [train.py:927] (2/8) Epoch 1, batch 24250, giga_loss[loss=0.3265, simple_loss=0.3795, pruned_loss=0.1368, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.031, over 45.00 utterances.], tot_loss[loss=0.3322, simple_loss=0.3801, pruned_loss=0.1422, over 2474203.17 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07558, over 20108.39 utterances.], libri_tot_loss[loss=0.3614, simple_loss=0.3984, pruned_loss=0.1623, over 2467985.24 frames. utt_duration=1179 frames, utt_pad_proportion=0.07998, over 8382.90 utterances.], giga_tot_loss[loss=0.3279, simple_loss=0.3786, pruned_loss=0.1387, over 2474945.05 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07746, over 21862.62 utterances.], batch size: 45, lr: 1.35e-03
2022-08-20 15:01:16,591 INFO [train.py:927] (2/8) Epoch 1, batch 24300, giga_loss[loss=0.3343, simple_loss=0.386, pruned_loss=0.1412, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03215, over 42.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3783, pruned_loss=0.1392, over 2474476.56 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07238, over 19526.46 utterances.], libri_tot_loss[loss=0.3599, simple_loss=0.3975, pruned_loss=0.1613, over 2468382.80 frames. utt_duration=1185 frames, utt_pad_proportion=0.07787, over 8341.28 utterances.], giga_tot_loss[loss=0.3252, simple_loss=0.3774, pruned_loss=0.1366, over 2474891.55 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07488, over 21340.12 utterances.], batch size: 42, lr: 1.35e-03
2022-08-20 15:03:03,587 INFO [train.py:927] (2/8) Epoch 1, batch 24350, giga_loss[loss=0.2888, simple_loss=0.3535, pruned_loss=0.112, over 12160.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04099, over 28.00 utterances.], tot_loss[loss=0.3244, simple_loss=0.3758, pruned_loss=0.1365, over 2474337.14 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06961, over 19145.16 utterances.], libri_tot_loss[loss=0.3592, simple_loss=0.397, pruned_loss=0.1608, over 2468290.95 frames. utt_duration=1189 frames, utt_pad_proportion=0.07703, over 8315.32 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3751, pruned_loss=0.1345, over 2474826.72 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07212, over 20756.30 utterances.], batch size: 28, lr: 1.35e-03
2022-08-20 15:04:44,798 INFO [train.py:927] (2/8) Epoch 1, batch 24400, giga_loss[loss=0.2652, simple_loss=0.3386, pruned_loss=0.09588, over 12331.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03137, over 70.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3751, pruned_loss=0.1358, over 2474237.15 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06743, over 19125.46 utterances.], libri_tot_loss[loss=0.359, simple_loss=0.3977, pruned_loss=0.1603, over 2467889.10 frames. utt_duration=1194 frames, utt_pad_proportion=0.07599, over 8275.33 utterances.], giga_tot_loss[loss=0.321, simple_loss=0.3736, pruned_loss=0.1342, over 2475117.39 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06991, over 20640.44 utterances.], batch size: 70, lr: 1.34e-03
2022-08-20 15:06:28,315 INFO [train.py:927] (2/8) Epoch 1, batch 24450, giga_loss[loss=0.2701, simple_loss=0.3344, pruned_loss=0.1028, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03011, over 91.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.3744, pruned_loss=0.1364, over 2474484.68 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06815, over 19391.66 utterances.], libri_tot_loss[loss=0.3584, simple_loss=0.3973, pruned_loss=0.1599, over 2468053.00 frames. utt_duration=1199 frames, utt_pad_proportion=0.07435, over 8245.06 utterances.], giga_tot_loss[loss=0.3212, simple_loss=0.3729, pruned_loss=0.1347, over 2475241.03 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0706, over 20991.18 utterances.], batch size: 91, lr: 1.34e-03
2022-08-20 15:08:12,189 INFO [train.py:927] (2/8) Epoch 1, batch 24500, giga_loss[loss=0.339, simple_loss=0.3802, pruned_loss=0.1489, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05484, over 162.00 utterances.], tot_loss[loss=0.3239, simple_loss=0.3737, pruned_loss=0.1371, over 2474295.56 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07089, over 20038.82 utterances.], libri_tot_loss[loss=0.3585, simple_loss=0.397, pruned_loss=0.1601, over 2467995.17 frames. utt_duration=1197 frames, utt_pad_proportion=0.07403, over 8255.34 utterances.], giga_tot_loss[loss=0.3215, simple_loss=0.3725, pruned_loss=0.1353, over 2475029.68 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07274, over 21459.63 utterances.], batch size: 162, lr: 1.34e-03
2022-08-20 15:09:53,332 INFO [train.py:927] (2/8) Epoch 1, batch 24550, giga_loss[loss=0.3108, simple_loss=0.3808, pruned_loss=0.1204, over 12319.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02829, over 74.00 utterances.], tot_loss[loss=0.3238, simple_loss=0.3738, pruned_loss=0.1369, over 2474063.98 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07359, over 21148.99 utterances.], libri_tot_loss[loss=0.3575, simple_loss=0.3961, pruned_loss=0.1596, over 2468052.55 frames. utt_duration=1202 frames, utt_pad_proportion=0.07299, over 8223.47 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3732, pruned_loss=0.1355, over 2474713.83 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07514, over 22529.06 utterances.], batch size: 74, lr: 1.34e-03
2022-08-20 15:11:37,174 INFO [train.py:927] (2/8) Epoch 1, batch 24600, giga_loss[loss=0.3054, simple_loss=0.3644, pruned_loss=0.1232, over 12380.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02478, over 66.00 utterances.], tot_loss[loss=0.322, simple_loss=0.3734, pruned_loss=0.1353, over 2474789.46 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07016, over 20836.92 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3959, pruned_loss=0.1591, over 2468169.30 frames. utt_duration=1197 frames, utt_pad_proportion=0.07266, over 8255.63 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.3725, pruned_loss=0.134, over 2475351.81 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07168, over 22262.13 utterances.], batch size: 66, lr: 1.34e-03
2022-08-20 15:13:23,863 INFO [train.py:927] (2/8) Epoch 1, batch 24650, giga_loss[loss=0.2853, simple_loss=0.3525, pruned_loss=0.1091, over 12445.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3757, pruned_loss=0.1375, over 2475053.32 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06655, over 20556.18 utterances.], libri_tot_loss[loss=0.3569, simple_loss=0.3957, pruned_loss=0.1592, over 2467937.92 frames. utt_duration=1201 frames, utt_pad_proportion=0.07168, over 8226.68 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.3748, pruned_loss=0.136, over 2475826.22 frames. utt_duration=452.9 frames, utt_pad_proportion=0.0683, over 21938.73 utterances.], batch size: 75, lr: 1.34e-03
2022-08-20 15:15:04,042 INFO [train.py:927] (2/8) Epoch 1, batch 24700, giga_loss[loss=0.3095, simple_loss=0.3577, pruned_loss=0.1307, over 12340.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03023, over 48.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3767, pruned_loss=0.14, over 2475352.21 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06823, over 20745.15 utterances.], libri_tot_loss[loss=0.3559, simple_loss=0.3948, pruned_loss=0.1586, over 2468224.05 frames. utt_duration=1202 frames, utt_pad_proportion=0.0711, over 8225.11 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3764, pruned_loss=0.1389, over 2475889.98 frames. utt_duration=449 frames, utt_pad_proportion=0.06969, over 22129.22 utterances.], batch size: 48, lr: 1.34e-03
2022-08-20 15:16:48,194 INFO [train.py:927] (2/8) Epoch 1, batch 24750, giga_loss[loss=0.2843, simple_loss=0.3515, pruned_loss=0.1086, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.3302, simple_loss=0.3791, pruned_loss=0.1407, over 2475050.00 frames. utt_duration=484 frames, utt_pad_proportion=0.06777, over 20516.38 utterances.], libri_tot_loss[loss=0.3573, simple_loss=0.3971, pruned_loss=0.1589, over 2468325.47 frames. utt_duration=1199 frames, utt_pad_proportion=0.07073, over 8244.37 utterances.], giga_tot_loss[loss=0.3274, simple_loss=0.3764, pruned_loss=0.1392, over 2475520.58 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0691, over 21820.11 utterances.], batch size: 75, lr: 1.33e-03
2022-08-20 15:18:27,535 INFO [train.py:927] (2/8) Epoch 1, batch 24800, giga_loss[loss=0.2627, simple_loss=0.3273, pruned_loss=0.09906, over 12441.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03791, over 123.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.377, pruned_loss=0.1384, over 2475302.84 frames. utt_duration=486 frames, utt_pad_proportion=0.06702, over 20435.51 utterances.], libri_tot_loss[loss=0.3573, simple_loss=0.3969, pruned_loss=0.1589, over 2468335.24 frames. utt_duration=1194 frames, utt_pad_proportion=0.07121, over 8278.20 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.3748, pruned_loss=0.1369, over 2475786.43 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06792, over 21654.13 utterances.], batch size: 123, lr: 1.33e-03
2022-08-20 15:20:11,414 INFO [train.py:927] (2/8) Epoch 1, batch 24850, giga_loss[loss=0.2926, simple_loss=0.3555, pruned_loss=0.1149, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0249, over 45.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3756, pruned_loss=0.139, over 2475394.53 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06628, over 20541.36 utterances.], libri_tot_loss[loss=0.356, simple_loss=0.3956, pruned_loss=0.1583, over 2468359.79 frames. utt_duration=1201 frames, utt_pad_proportion=0.06991, over 8230.38 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3743, pruned_loss=0.1376, over 2475979.32 frames. utt_duration=452.9 frames, utt_pad_proportion=0.0674, over 21940.10 utterances.], batch size: 45, lr: 1.33e-03
2022-08-20 15:21:52,484 INFO [train.py:927] (2/8) Epoch 1, batch 24900, giga_loss[loss=0.3268, simple_loss=0.3767, pruned_loss=0.1384, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03939, over 113.00 utterances.], tot_loss[loss=0.3257, simple_loss=0.3736, pruned_loss=0.1389, over 2475574.17 frames. utt_duration=480 frames, utt_pad_proportion=0.0704, over 20692.63 utterances.], libri_tot_loss[loss=0.3542, simple_loss=0.394, pruned_loss=0.1574, over 2468568.87 frames. utt_duration=1209 frames, utt_pad_proportion=0.06807, over 8179.26 utterances.], giga_tot_loss[loss=0.3246, simple_loss=0.3733, pruned_loss=0.138, over 2476114.40 frames. utt_duration=444.9 frames, utt_pad_proportion=0.0717, over 22335.70 utterances.], batch size: 113, lr: 1.33e-03
2022-08-20 15:23:38,593 INFO [train.py:927] (2/8) Epoch 1, batch 24950, giga_loss[loss=0.3132, simple_loss=0.3873, pruned_loss=0.1196, over 12430.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03288, over 75.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3757, pruned_loss=0.1389, over 2475014.93 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07012, over 20649.40 utterances.], libri_tot_loss[loss=0.3533, simple_loss=0.3932, pruned_loss=0.1568, over 2468506.09 frames. utt_duration=1210 frames, utt_pad_proportion=0.06739, over 8168.68 utterances.], giga_tot_loss[loss=0.3263, simple_loss=0.3758, pruned_loss=0.1384, over 2475571.27 frames. utt_duration=449.3 frames, utt_pad_proportion=0.0714, over 22111.62 utterances.], batch size: 75, lr: 1.33e-03
2022-08-20 15:25:18,296 INFO [train.py:927] (2/8) Epoch 1, batch 25000, giga_loss[loss=0.2756, simple_loss=0.3424, pruned_loss=0.1044, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03877, over 40.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3783, pruned_loss=0.1386, over 2474619.46 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07211, over 20894.03 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.3932, pruned_loss=0.1565, over 2468224.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.06591, over 8130.21 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.378, pruned_loss=0.138, over 2475488.02 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07352, over 22451.76 utterances.], batch size: 40, lr: 1.33e-03
2022-08-20 15:26:59,829 INFO [train.py:927] (2/8) Epoch 1, batch 25050, giga_loss[loss=0.382, simple_loss=0.4106, pruned_loss=0.1767, over 12371.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.3301, simple_loss=0.3801, pruned_loss=0.1401, over 2474815.63 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07001, over 20788.21 utterances.], libri_tot_loss[loss=0.3519, simple_loss=0.3925, pruned_loss=0.1557, over 2468273.11 frames. utt_duration=1224 frames, utt_pad_proportion=0.06461, over 8078.94 utterances.], giga_tot_loss[loss=0.3299, simple_loss=0.3801, pruned_loss=0.1399, over 2475612.72 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07177, over 22434.53 utterances.], batch size: 212, lr: 1.33e-03
2022-08-20 15:28:44,153 INFO [train.py:927] (2/8) Epoch 1, batch 25100, giga_loss[loss=0.2833, simple_loss=0.3434, pruned_loss=0.1116, over 12397.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03834, over 113.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3801, pruned_loss=0.1413, over 2475297.70 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07033, over 20643.71 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.3914, pruned_loss=0.1549, over 2468269.06 frames. utt_duration=1226 frames, utt_pad_proportion=0.06341, over 8063.25 utterances.], giga_tot_loss[loss=0.3316, simple_loss=0.3807, pruned_loss=0.1413, over 2476240.46 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07225, over 22527.52 utterances.], batch size: 113, lr: 1.33e-03
2022-08-20 15:30:27,264 INFO [train.py:927] (2/8) Epoch 1, batch 25150, giga_loss[loss=0.3227, simple_loss=0.3732, pruned_loss=0.1361, over 12364.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.3311, simple_loss=0.3787, pruned_loss=0.1417, over 2475638.17 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07617, over 21923.47 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.3909, pruned_loss=0.1547, over 2468449.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.0623, over 8043.76 utterances.], giga_tot_loss[loss=0.3312, simple_loss=0.3793, pruned_loss=0.1416, over 2476403.85 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07759, over 23734.54 utterances.], batch size: 62, lr: 1.32e-03
2022-08-20 15:32:13,355 INFO [train.py:927] (2/8) Epoch 1, batch 25200, giga_loss[loss=0.3047, simple_loss=0.3541, pruned_loss=0.1277, over 12420.00 frames. utt_duration=802.9 frames, utt_pad_proportion=0.02792, over 62.00 utterances.], tot_loss[loss=0.3304, simple_loss=0.3775, pruned_loss=0.1417, over 2475817.42 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08179, over 22016.59 utterances.], libri_tot_loss[loss=0.3505, simple_loss=0.3912, pruned_loss=0.155, over 2468495.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.06706, over 8133.99 utterances.], giga_tot_loss[loss=0.3298, simple_loss=0.3775, pruned_loss=0.1411, over 2476563.36 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08134, over 23698.70 utterances.], batch size: 62, lr: 1.32e-03
2022-08-20 15:33:56,012 INFO [train.py:927] (2/8) Epoch 1, batch 25250, giga_loss[loss=0.3648, simple_loss=0.3891, pruned_loss=0.1702, over 12385.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.374, pruned_loss=0.1399, over 2474957.89 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08218, over 21582.23 utterances.], libri_tot_loss[loss=0.349, simple_loss=0.3899, pruned_loss=0.1541, over 2468362.70 frames. utt_duration=1218 frames, utt_pad_proportion=0.06625, over 8118.54 utterances.], giga_tot_loss[loss=0.327, simple_loss=0.3746, pruned_loss=0.1397, over 2475932.33 frames. utt_duration=424 frames, utt_pad_proportion=0.08225, over 23437.08 utterances.], batch size: 260, lr: 1.32e-03
2022-08-20 15:35:40,768 INFO [train.py:927] (2/8) Epoch 1, batch 25300, giga_loss[loss=0.332, simple_loss=0.3873, pruned_loss=0.1384, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.3282, simple_loss=0.3757, pruned_loss=0.1403, over 2475701.19 frames. utt_duration=451 frames, utt_pad_proportion=0.0801, over 22028.22 utterances.], libri_tot_loss[loss=0.3501, simple_loss=0.3911, pruned_loss=0.1546, over 2468522.71 frames. utt_duration=1220 frames, utt_pad_proportion=0.06508, over 8105.00 utterances.], giga_tot_loss[loss=0.3266, simple_loss=0.3746, pruned_loss=0.1393, over 2476537.78 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08078, over 23885.37 utterances.], batch size: 80, lr: 1.32e-03
2022-08-20 15:37:25,221 INFO [train.py:927] (2/8) Epoch 1, batch 25350, giga_loss[loss=0.3535, simple_loss=0.3951, pruned_loss=0.156, over 12441.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3766, pruned_loss=0.1398, over 2475196.10 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07302, over 21558.14 utterances.], libri_tot_loss[loss=0.3498, simple_loss=0.3908, pruned_loss=0.1545, over 2468202.08 frames. utt_duration=1224 frames, utt_pad_proportion=0.06411, over 8077.15 utterances.], giga_tot_loss[loss=0.3267, simple_loss=0.3758, pruned_loss=0.1388, over 2476261.87 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07442, over 23306.11 utterances.], batch size: 162, lr: 1.32e-03
2022-08-20 15:39:09,043 INFO [train.py:927] (2/8) Epoch 1, batch 25400, giga_loss[loss=0.351, simple_loss=0.3885, pruned_loss=0.1567, over 12382.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06995, over 211.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3756, pruned_loss=0.1375, over 2474701.20 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06892, over 20744.17 utterances.], libri_tot_loss[loss=0.3479, simple_loss=0.389, pruned_loss=0.1535, over 2467700.98 frames. utt_duration=1231 frames, utt_pad_proportion=0.06258, over 8025.17 utterances.], giga_tot_loss[loss=0.3252, simple_loss=0.376, pruned_loss=0.1372, over 2476223.88 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07095, over 22616.45 utterances.], batch size: 211, lr: 1.32e-03
2022-08-20 15:40:53,787 INFO [train.py:927] (2/8) Epoch 1, batch 25450, giga_loss[loss=0.3057, simple_loss=0.3682, pruned_loss=0.1216, over 12334.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02716, over 74.00 utterances.], tot_loss[loss=0.3247, simple_loss=0.3767, pruned_loss=0.1363, over 2474001.97 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06752, over 20394.75 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.3887, pruned_loss=0.1532, over 2467776.47 frames. utt_duration=1233 frames, utt_pad_proportion=0.06237, over 8015.05 utterances.], giga_tot_loss[loss=0.3249, simple_loss=0.3773, pruned_loss=0.1362, over 2475155.90 frames. utt_duration=453.1 frames, utt_pad_proportion=0.06933, over 21922.68 utterances.], batch size: 74, lr: 1.32e-03
2022-08-20 15:42:38,352 INFO [train.py:927] (2/8) Epoch 1, batch 25500, giga_loss[loss=0.3195, simple_loss=0.3787, pruned_loss=0.1302, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03667, over 105.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3807, pruned_loss=0.139, over 2473252.31 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07051, over 20593.74 utterances.], libri_tot_loss[loss=0.3482, simple_loss=0.39, pruned_loss=0.1532, over 2467646.31 frames. utt_duration=1233 frames, utt_pad_proportion=0.06217, over 8016.94 utterances.], giga_tot_loss[loss=0.3287, simple_loss=0.3798, pruned_loss=0.1388, over 2474328.77 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07188, over 21910.27 utterances.], batch size: 105, lr: 1.32e-03
2022-08-20 15:44:23,224 INFO [train.py:927] (2/8) Epoch 1, batch 25550, libri_loss[loss=0.338, simple_loss=0.3858, pruned_loss=0.1451, over 12332.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006857, over 33.00 utterances.], tot_loss[loss=0.3303, simple_loss=0.3814, pruned_loss=0.1396, over 2474123.99 frames. utt_duration=480 frames, utt_pad_proportion=0.07087, over 20680.12 utterances.], libri_tot_loss[loss=0.3487, simple_loss=0.3906, pruned_loss=0.1535, over 2467627.63 frames. utt_duration=1235 frames, utt_pad_proportion=0.06163, over 8002.72 utterances.], giga_tot_loss[loss=0.3289, simple_loss=0.38, pruned_loss=0.1389, over 2475102.88 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07219, over 21981.20 utterances.], batch size: 33, lr: 1.31e-03
2022-08-20 15:46:07,704 INFO [train.py:927] (2/8) Epoch 1, batch 25600, libri_loss[loss=0.2927, simple_loss=0.348, pruned_loss=0.1187, over 12325.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005922, over 36.00 utterances.], tot_loss[loss=0.3269, simple_loss=0.38, pruned_loss=0.1369, over 2474309.70 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06845, over 20307.42 utterances.], libri_tot_loss[loss=0.347, simple_loss=0.3893, pruned_loss=0.1524, over 2467577.39 frames. utt_duration=1238 frames, utt_pad_proportion=0.06053, over 7980.71 utterances.], giga_tot_loss[loss=0.3268, simple_loss=0.3798, pruned_loss=0.1369, over 2475319.89 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07008, over 21702.05 utterances.], batch size: 36, lr: 1.31e-03
2022-08-20 15:47:53,086 INFO [train.py:927] (2/8) Epoch 1, batch 25650, giga_loss[loss=0.2906, simple_loss=0.3606, pruned_loss=0.1103, over 12409.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03731, over 113.00 utterances.], tot_loss[loss=0.3251, simple_loss=0.3791, pruned_loss=0.1356, over 2474179.86 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06661, over 19982.74 utterances.], libri_tot_loss[loss=0.3462, simple_loss=0.3886, pruned_loss=0.152, over 2467359.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.05995, over 7951.15 utterances.], giga_tot_loss[loss=0.3255, simple_loss=0.3795, pruned_loss=0.1357, over 2475266.18 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06823, over 21272.84 utterances.], batch size: 113, lr: 1.31e-03
2022-08-20 15:49:41,148 INFO [train.py:927] (2/8) Epoch 1, batch 25700, giga_loss[loss=0.3266, simple_loss=0.3726, pruned_loss=0.1403, over 12375.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3779, pruned_loss=0.1364, over 2474047.22 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07318, over 21004.37 utterances.], libri_tot_loss[loss=0.3462, simple_loss=0.3886, pruned_loss=0.152, over 2467359.91 frames. utt_duration=1243 frames, utt_pad_proportion=0.05995, over 7951.15 utterances.], giga_tot_loss[loss=0.3256, simple_loss=0.3782, pruned_loss=0.1365, over 2474892.71 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0741, over 22008.46 utterances.], batch size: 62, lr: 1.31e-03
2022-08-20 15:51:30,963 INFO [train.py:927] (2/8) Epoch 1, batch 25750, giga_loss[loss=0.3092, simple_loss=0.3665, pruned_loss=0.126, over 12397.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.3234, simple_loss=0.3756, pruned_loss=0.1356, over 2474099.39 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07645, over 21612.30 utterances.], libri_tot_loss[loss=0.346, simple_loss=0.3886, pruned_loss=0.1517, over 2467418.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.05964, over 7947.69 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3757, pruned_loss=0.1358, over 2474771.05 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07716, over 22518.54 utterances.], batch size: 80, lr: 1.31e-03
2022-08-20 15:53:13,067 INFO [train.py:927] (2/8) Epoch 1, batch 25800, giga_loss[loss=0.2762, simple_loss=0.337, pruned_loss=0.1077, over 12395.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.0267, over 66.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3746, pruned_loss=0.1345, over 2473710.49 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07357, over 21009.93 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.39, pruned_loss=0.152, over 2467385.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.06297, over 8000.83 utterances.], giga_tot_loss[loss=0.3205, simple_loss=0.3731, pruned_loss=0.134, over 2474434.47 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07319, over 21993.81 utterances.], batch size: 66, lr: 1.31e-03
2022-08-20 15:54:54,088 INFO [train.py:927] (2/8) Epoch 1, batch 25850, giga_loss[loss=0.2601, simple_loss=0.3297, pruned_loss=0.09522, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02431, over 48.00 utterances.], tot_loss[loss=0.3177, simple_loss=0.3718, pruned_loss=0.1318, over 2473667.73 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07046, over 20995.39 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.39, pruned_loss=0.1519, over 2467341.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.06249, over 7988.84 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3705, pruned_loss=0.1313, over 2474334.95 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07045, over 21895.98 utterances.], batch size: 48, lr: 1.31e-03
2022-08-20 15:56:45,116 INFO [train.py:927] (2/8) Epoch 1, batch 25900, giga_loss[loss=0.2573, simple_loss=0.3253, pruned_loss=0.09461, over 12394.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.0294, over 58.00 utterances.], tot_loss[loss=0.3142, simple_loss=0.369, pruned_loss=0.1298, over 2474695.72 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07476, over 21673.79 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.39, pruned_loss=0.1519, over 2467341.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.06249, over 7988.84 utterances.], giga_tot_loss[loss=0.3134, simple_loss=0.368, pruned_loss=0.1294, over 2475215.03 frames. utt_duration=444 frames, utt_pad_proportion=0.07463, over 22374.73 utterances.], batch size: 58, lr: 1.31e-03
2022-08-20 15:58:28,357 INFO [train.py:927] (2/8) Epoch 1, batch 25950, giga_loss[loss=0.2814, simple_loss=0.3427, pruned_loss=0.11, over 12429.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.3143, simple_loss=0.3688, pruned_loss=0.1299, over 2474123.45 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07555, over 21333.98 utterances.], libri_tot_loss[loss=0.3475, simple_loss=0.3912, pruned_loss=0.1519, over 2466863.26 frames. utt_duration=1228 frames, utt_pad_proportion=0.06567, over 8041.98 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3662, pruned_loss=0.1289, over 2475266.39 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07468, over 22314.23 utterances.], batch size: 80, lr: 1.30e-03
2022-08-20 16:00:09,502 INFO [train.py:927] (2/8) Epoch 1, batch 26000, giga_loss[loss=0.2807, simple_loss=0.3525, pruned_loss=0.1045, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3695, pruned_loss=0.1301, over 2474763.57 frames. utt_duration=485 frames, utt_pad_proportion=0.07015, over 20471.31 utterances.], libri_tot_loss[loss=0.3473, simple_loss=0.3908, pruned_loss=0.1519, over 2467393.19 frames. utt_duration=1231 frames, utt_pad_proportion=0.06421, over 8028.81 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3672, pruned_loss=0.1288, over 2475387.96 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07022, over 21623.31 utterances.], batch size: 113, lr: 1.30e-03
2022-08-20 16:01:58,845 INFO [train.py:927] (2/8) Epoch 1, batch 26050, giga_loss[loss=0.3264, simple_loss=0.3614, pruned_loss=0.1457, over 12335.00 frames. utt_duration=131.6 frames, utt_pad_proportion=0.2256, over 379.00 utterances.], tot_loss[loss=0.3156, simple_loss=0.3694, pruned_loss=0.1309, over 2474440.16 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07396, over 20731.40 utterances.], libri_tot_loss[loss=0.3471, simple_loss=0.3904, pruned_loss=0.152, over 2467150.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06306, over 7988.48 utterances.], giga_tot_loss[loss=0.313, simple_loss=0.3674, pruned_loss=0.1293, over 2475296.43 frames. utt_duration=452 frames, utt_pad_proportion=0.07425, over 21974.75 utterances.], batch size: 379, lr: 1.30e-03
2022-08-20 16:03:41,086 INFO [train.py:927] (2/8) Epoch 1, batch 26100, giga_loss[loss=0.2897, simple_loss=0.3533, pruned_loss=0.113, over 12225.00 frames. utt_duration=1360 frames, utt_pad_proportion=0.0293, over 36.00 utterances.], tot_loss[loss=0.3162, simple_loss=0.3696, pruned_loss=0.1314, over 2473441.86 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06852, over 19833.75 utterances.], libri_tot_loss[loss=0.3459, simple_loss=0.3893, pruned_loss=0.1513, over 2466803.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.06185, over 7987.17 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3682, pruned_loss=0.13, over 2474689.17 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0696, over 21274.88 utterances.], batch size: 36, lr: 1.30e-03
2022-08-20 16:05:25,953 INFO [train.py:927] (2/8) Epoch 1, batch 26150, giga_loss[loss=0.3443, simple_loss=0.401, pruned_loss=0.1438, over 12348.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03361, over 62.00 utterances.], tot_loss[loss=0.3209, simple_loss=0.3729, pruned_loss=0.1345, over 2474069.54 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06894, over 20486.60 utterances.], libri_tot_loss[loss=0.3463, simple_loss=0.3893, pruned_loss=0.1517, over 2466923.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06103, over 7975.56 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3714, pruned_loss=0.1326, over 2475090.08 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07005, over 21846.94 utterances.], batch size: 62, lr: 1.30e-03
2022-08-20 16:07:17,133 INFO [train.py:927] (2/8) Epoch 1, batch 26200, giga_loss[loss=0.2981, simple_loss=0.3689, pruned_loss=0.1137, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05228, over 161.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3757, pruned_loss=0.1362, over 2474591.72 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07195, over 21193.02 utterances.], libri_tot_loss[loss=0.3467, simple_loss=0.3899, pruned_loss=0.1518, over 2466964.71 frames. utt_duration=1238 frames, utt_pad_proportion=0.06084, over 7978.68 utterances.], giga_tot_loss[loss=0.3215, simple_loss=0.374, pruned_loss=0.1345, over 2475386.76 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07272, over 22304.81 utterances.], batch size: 161, lr: 1.30e-03
2022-08-20 16:09:05,292 INFO [train.py:927] (2/8) Epoch 1, batch 26250, giga_loss[loss=0.2614, simple_loss=0.3372, pruned_loss=0.09277, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.02966, over 75.00 utterances.], tot_loss[loss=0.325, simple_loss=0.3777, pruned_loss=0.1361, over 2474657.94 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06814, over 21417.39 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.3913, pruned_loss=0.152, over 2466872.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06016, over 7963.10 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.3749, pruned_loss=0.1344, over 2475462.69 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06916, over 22492.19 utterances.], batch size: 75, lr: 1.30e-03
2022-08-20 16:10:51,170 INFO [train.py:927] (2/8) Epoch 1, batch 26300, giga_loss[loss=0.2533, simple_loss=0.3258, pruned_loss=0.09042, over 12145.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04625, over 28.00 utterances.], tot_loss[loss=0.3233, simple_loss=0.3755, pruned_loss=0.1356, over 2474607.71 frames. utt_duration=463 frames, utt_pad_proportion=0.0706, over 21444.02 utterances.], libri_tot_loss[loss=0.3476, simple_loss=0.391, pruned_loss=0.1521, over 2466971.87 frames. utt_duration=1241 frames, utt_pad_proportion=0.05965, over 7960.76 utterances.], giga_tot_loss[loss=0.3205, simple_loss=0.3733, pruned_loss=0.1339, over 2475250.53 frames. utt_duration=442 frames, utt_pad_proportion=0.07151, over 22475.43 utterances.], batch size: 28, lr: 1.30e-03
2022-08-20 16:12:37,956 INFO [train.py:927] (2/8) Epoch 1, batch 26350, giga_loss[loss=0.2993, simple_loss=0.358, pruned_loss=0.1204, over 12375.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02783, over 91.00 utterances.], tot_loss[loss=0.3193, simple_loss=0.3721, pruned_loss=0.1333, over 2474212.71 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07004, over 21090.86 utterances.], libri_tot_loss[loss=0.3464, simple_loss=0.39, pruned_loss=0.1514, over 2466814.70 frames. utt_duration=1244 frames, utt_pad_proportion=0.05885, over 7938.83 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.3709, pruned_loss=0.1322, over 2474982.08 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07107, over 22152.99 utterances.], batch size: 91, lr: 1.30e-03
2022-08-20 16:14:18,694 INFO [train.py:927] (2/8) Epoch 1, batch 26400, giga_loss[loss=0.2966, simple_loss=0.3644, pruned_loss=0.1144, over 12400.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02614, over 70.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3716, pruned_loss=0.135, over 2473732.00 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07306, over 21755.61 utterances.], libri_tot_loss[loss=0.3446, simple_loss=0.3883, pruned_loss=0.1505, over 2466358.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.05719, over 7898.56 utterances.], giga_tot_loss[loss=0.32, simple_loss=0.3715, pruned_loss=0.1342, over 2475070.39 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07431, over 23173.07 utterances.], batch size: 70, lr: 1.29e-03
2022-08-20 16:16:01,403 INFO [train.py:927] (2/8) Epoch 1, batch 26450, giga_loss[loss=0.3029, simple_loss=0.3692, pruned_loss=0.1183, over 12338.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02891, over 48.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.3741, pruned_loss=0.1366, over 2473728.37 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07044, over 21398.40 utterances.], libri_tot_loss[loss=0.3453, simple_loss=0.3891, pruned_loss=0.1508, over 2466435.31 frames. utt_duration=1237 frames, utt_pad_proportion=0.06094, over 7983.40 utterances.], giga_tot_loss[loss=0.322, simple_loss=0.373, pruned_loss=0.1355, over 2474852.66 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07051, over 22692.52 utterances.], batch size: 48, lr: 1.29e-03
2022-08-20 16:17:45,007 INFO [train.py:927] (2/8) Epoch 1, batch 26500, giga_loss[loss=0.2892, simple_loss=0.3469, pruned_loss=0.1157, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02667, over 66.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.375, pruned_loss=0.1383, over 2474409.85 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07151, over 21297.82 utterances.], libri_tot_loss[loss=0.3462, simple_loss=0.3894, pruned_loss=0.1516, over 2466439.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06488, over 8059.48 utterances.], giga_tot_loss[loss=0.3237, simple_loss=0.3738, pruned_loss=0.1368, over 2475316.00 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07039, over 22302.60 utterances.], batch size: 66, lr: 1.29e-03
2022-08-20 16:19:28,136 INFO [train.py:927] (2/8) Epoch 1, batch 26550, giga_loss[loss=0.3117, simple_loss=0.3676, pruned_loss=0.1279, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0276, over 48.00 utterances.], tot_loss[loss=0.3305, simple_loss=0.3777, pruned_loss=0.1416, over 2473880.62 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07675, over 20867.32 utterances.], libri_tot_loss[loss=0.3506, simple_loss=0.3917, pruned_loss=0.1548, over 2466756.44 frames. utt_duration=1188 frames, utt_pad_proportion=0.07747, over 8319.52 utterances.], giga_tot_loss[loss=0.3243, simple_loss=0.3744, pruned_loss=0.1371, over 2474440.17 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07126, over 21661.70 utterances.], batch size: 48, lr: 1.29e-03
2022-08-20 16:21:11,343 INFO [train.py:927] (2/8) Epoch 1, batch 26600, giga_loss[loss=0.3216, simple_loss=0.3831, pruned_loss=0.13, over 12323.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02811, over 74.00 utterances.], tot_loss[loss=0.3347, simple_loss=0.3836, pruned_loss=0.1429, over 2473740.50 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08719, over 21809.36 utterances.], libri_tot_loss[loss=0.356, simple_loss=0.3979, pruned_loss=0.1571, over 2467016.91 frames. utt_duration=1164 frames, utt_pad_proportion=0.08482, over 8492.14 utterances.], giga_tot_loss[loss=0.3244, simple_loss=0.3748, pruned_loss=0.137, over 2474034.60 frames. utt_duration=442 frames, utt_pad_proportion=0.08011, over 22463.55 utterances.], batch size: 74, lr: 1.29e-03
2022-08-20 16:21:41,526 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-20 16:24:05,114 INFO [train.py:927] (2/8) Epoch 2, batch 50, giga_loss[loss=0.2753, simple_loss=0.3512, pruned_loss=0.09967, over 12370.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2955, simple_loss=0.3665, pruned_loss=0.1123, over 549088.26 frames. utt_duration=541.4 frames, utt_pad_proportion=0.08357, over 4068.30 utterances.], libri_tot_loss[loss=0.3307, simple_loss=0.3986, pruned_loss=0.1314, over 49374.78 frames. utt_duration=654.1 frames, utt_pad_proportion=0.2791, over 302.63 utterances.], giga_tot_loss[loss=0.2924, simple_loss=0.3638, pruned_loss=0.1105, over 509856.61 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06854, over 3823.42 utterances.], batch size: 91, lr: 1.28e-03
2022-08-20 16:25:48,754 INFO [train.py:927] (2/8) Epoch 2, batch 100, giga_loss[loss=0.202, simple_loss=0.2795, pruned_loss=0.06226, over 12331.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.0301, over 70.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3424, pruned_loss=0.1009, over 976023.76 frames. utt_duration=562.6 frames, utt_pad_proportion=0.07026, over 6958.29 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3693, pruned_loss=0.1181, over 133097.88 frames. utt_duration=858.6 frames, utt_pad_proportion=0.1988, over 621.14 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3398, pruned_loss=0.0991, over 890800.83 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06069, over 6628.70 utterances.], batch size: 70, lr: 1.28e-03
2022-08-20 16:27:33,852 INFO [train.py:927] (2/8) Epoch 2, batch 150, giga_loss[loss=0.1865, simple_loss=0.2625, pruned_loss=0.05522, over 12311.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04902, over 26.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3234, pruned_loss=0.09251, over 1307884.90 frames. utt_duration=543.5 frames, utt_pad_proportion=0.07413, over 9651.75 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.36, pruned_loss=0.1127, over 168133.43 frames. utt_duration=952.2 frames, utt_pad_proportion=0.1729, over 707.38 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3208, pruned_loss=0.09099, over 1222794.82 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06952, over 9423.43 utterances.], batch size: 26, lr: 1.28e-03
2022-08-20 16:29:13,602 INFO [train.py:927] (2/8) Epoch 2, batch 200, giga_loss[loss=0.2174, simple_loss=0.2728, pruned_loss=0.08105, over 12342.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1935, over 366.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.31, pruned_loss=0.08636, over 1566659.09 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06813, over 11189.72 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.3579, pruned_loss=0.1144, over 236135.44 frames. utt_duration=1059 frames, utt_pad_proportion=0.1346, over 892.96 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3058, pruned_loss=0.08366, over 1470967.10 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06593, over 11098.62 utterances.], batch size: 366, lr: 1.28e-03
2022-08-20 16:30:51,969 INFO [train.py:927] (2/8) Epoch 2, batch 250, giga_loss[loss=0.2367, simple_loss=0.2899, pruned_loss=0.09172, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04622, over 34.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3049, pruned_loss=0.08458, over 1767743.39 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06627, over 12933.91 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3542, pruned_loss=0.1119, over 302009.99 frames. utt_duration=1142 frames, utt_pad_proportion=0.112, over 1059.20 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3002, pruned_loss=0.08182, over 1669849.53 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06558, over 13022.00 utterances.], batch size: 34, lr: 1.28e-03
2022-08-20 16:32:29,876 INFO [train.py:927] (2/8) Epoch 2, batch 300, giga_loss[loss=0.2012, simple_loss=0.2758, pruned_loss=0.06332, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04323, over 34.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3048, pruned_loss=0.08432, over 1923888.59 frames. utt_duration=580.8 frames, utt_pad_proportion=0.0605, over 13284.19 utterances.], libri_tot_loss[loss=0.3092, simple_loss=0.3749, pruned_loss=0.1217, over 355687.74 frames. utt_duration=1159 frames, utt_pad_proportion=0.09832, over 1229.01 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.2961, pruned_loss=0.07956, over 1831886.26 frames. utt_duration=545 frames, utt_pad_proportion=0.06052, over 13482.21 utterances.], batch size: 34, lr: 1.28e-03
2022-08-20 16:34:10,011 INFO [train.py:927] (2/8) Epoch 2, batch 350, giga_loss[loss=0.2099, simple_loss=0.2836, pruned_loss=0.06812, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03082, over 75.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3022, pruned_loss=0.08279, over 2046132.77 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05742, over 14153.42 utterances.], libri_tot_loss[loss=0.307, simple_loss=0.372, pruned_loss=0.121, over 428487.71 frames. utt_duration=1183 frames, utt_pad_proportion=0.0841, over 1450.71 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.2934, pruned_loss=0.07781, over 1956904.65 frames. utt_duration=541.2 frames, utt_pad_proportion=0.05814, over 14504.10 utterances.], batch size: 75, lr: 1.28e-03
2022-08-20 16:35:53,125 INFO [train.py:927] (2/8) Epoch 2, batch 400, giga_loss[loss=0.1786, simple_loss=0.252, pruned_loss=0.05255, over 12381.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.2977, pruned_loss=0.08037, over 2140734.90 frames. utt_duration=570 frames, utt_pad_proportion=0.05914, over 15062.38 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.3681, pruned_loss=0.1192, over 489032.38 frames. utt_duration=1166 frames, utt_pad_proportion=0.09467, over 1680.37 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.2893, pruned_loss=0.07562, over 2059045.28 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05826, over 15491.13 utterances.], batch size: 62, lr: 1.28e-03
2022-08-20 16:37:34,055 INFO [train.py:927] (2/8) Epoch 2, batch 450, libri_loss[loss=0.3425, simple_loss=0.4578, pruned_loss=0.1136, over 12322.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006083, over 36.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.2966, pruned_loss=0.07757, over 2214909.86 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05543, over 15592.35 utterances.], libri_tot_loss[loss=0.3067, simple_loss=0.3793, pruned_loss=0.1171, over 547848.44 frames. utt_duration=1187 frames, utt_pad_proportion=0.08519, over 1847.75 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.285, pruned_loss=0.07304, over 2141477.97 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0554, over 16162.23 utterances.], batch size: 36, lr: 1.28e-03
2022-08-20 16:39:13,186 INFO [train.py:927] (2/8) Epoch 2, batch 500, libri_loss[loss=0.2618, simple_loss=0.3268, pruned_loss=0.09838, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01005, over 28.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3024, pruned_loss=0.08132, over 2272346.33 frames. utt_duration=544 frames, utt_pad_proportion=0.06101, over 16755.44 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3756, pruned_loss=0.1141, over 604366.89 frames. utt_duration=1221 frames, utt_pad_proportion=0.07796, over 1982.50 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.2921, pruned_loss=0.07752, over 2207776.64 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06133, over 17484.59 utterances.], batch size: 28, lr: 1.27e-03
2022-08-20 16:40:51,765 INFO [train.py:927] (2/8) Epoch 2, batch 550, giga_loss[loss=0.3506, simple_loss=0.3908, pruned_loss=0.1552, over 12395.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.0704, over 212.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3166, pruned_loss=0.09036, over 2316052.66 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06236, over 17281.90 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3705, pruned_loss=0.1127, over 677090.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.0695, over 2176.73 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3076, pruned_loss=0.08683, over 2257970.79 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06318, over 18216.01 utterances.], batch size: 212, lr: 1.27e-03
2022-08-20 16:42:33,294 INFO [train.py:927] (2/8) Epoch 2, batch 600, giga_loss[loss=0.2275, simple_loss=0.312, pruned_loss=0.0715, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3252, pruned_loss=0.09506, over 2351186.82 frames. utt_duration=529 frames, utt_pad_proportion=0.06819, over 17827.80 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3686, pruned_loss=0.1123, over 694948.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.06772, over 2217.86 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3184, pruned_loss=0.09236, over 2304339.96 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06875, over 18655.69 utterances.], batch size: 66, lr: 1.27e-03
2022-08-20 16:44:15,542 INFO [train.py:927] (2/8) Epoch 2, batch 650, giga_loss[loss=0.266, simple_loss=0.3307, pruned_loss=0.1006, over 12296.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03579, over 51.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3286, pruned_loss=0.09619, over 2377931.79 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07153, over 18305.80 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3687, pruned_loss=0.1122, over 703780.48 frames. utt_duration=1248 frames, utt_pad_proportion=0.06766, over 2257.77 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3233, pruned_loss=0.09407, over 2340862.36 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07185, over 18988.37 utterances.], batch size: 51, lr: 1.27e-03
2022-08-20 16:45:56,786 INFO [train.py:927] (2/8) Epoch 2, batch 700, giga_loss[loss=0.3243, simple_loss=0.374, pruned_loss=0.1373, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3345, pruned_loss=0.09946, over 2398686.06 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0697, over 17627.22 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.37, pruned_loss=0.1122, over 798813.60 frames. utt_duration=1242 frames, utt_pad_proportion=0.06404, over 2574.75 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3279, pruned_loss=0.09703, over 2363884.85 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07056, over 18697.18 utterances.], batch size: 97, lr: 1.27e-03
2022-08-20 16:47:36,574 INFO [train.py:927] (2/8) Epoch 2, batch 750, giga_loss[loss=0.3046, simple_loss=0.3787, pruned_loss=0.1153, over 12373.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02812, over 70.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3377, pruned_loss=0.1009, over 2414351.40 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06721, over 17191.45 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3654, pruned_loss=0.11, over 856384.39 frames. utt_duration=1268 frames, utt_pad_proportion=0.06015, over 2703.89 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3328, pruned_loss=0.09924, over 2384357.37 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06864, over 18407.16 utterances.], batch size: 70, lr: 1.27e-03
2022-08-20 16:49:18,133 INFO [train.py:927] (2/8) Epoch 2, batch 800, giga_loss[loss=0.2869, simple_loss=0.3596, pruned_loss=0.1071, over 12327.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.0344, over 58.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3429, pruned_loss=0.104, over 2427351.80 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06523, over 17470.37 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3649, pruned_loss=0.1103, over 896283.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.0702, over 2893.55 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3387, pruned_loss=0.1025, over 2402354.67 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06529, over 18588.71 utterances.], batch size: 58, lr: 1.27e-03
2022-08-20 16:50:58,019 INFO [train.py:927] (2/8) Epoch 2, batch 850, giga_loss[loss=0.2638, simple_loss=0.3499, pruned_loss=0.0889, over 12394.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03405, over 122.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3431, pruned_loss=0.1025, over 2437339.87 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06073, over 16731.56 utterances.], libri_tot_loss[loss=0.2908, simple_loss=0.3629, pruned_loss=0.1094, over 935306.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.06786, over 2998.27 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3399, pruned_loss=0.1014, over 2416473.38 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06131, over 17845.56 utterances.], batch size: 122, lr: 1.27e-03
2022-08-20 16:52:38,812 INFO [train.py:927] (2/8) Epoch 2, batch 900, giga_loss[loss=0.3073, simple_loss=0.3724, pruned_loss=0.1211, over 12214.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02933, over 39.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3439, pruned_loss=0.1009, over 2445900.41 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05896, over 16473.78 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3654, pruned_loss=0.109, over 965430.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.06543, over 3063.83 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.34, pruned_loss=0.09996, over 2429139.82 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05985, over 17536.70 utterances.], batch size: 39, lr: 1.27e-03
2022-08-20 16:54:19,554 INFO [train.py:927] (2/8) Epoch 2, batch 950, giga_loss[loss=0.2768, simple_loss=0.3465, pruned_loss=0.1036, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3472, pruned_loss=0.1059, over 2452082.20 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06523, over 17292.02 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3656, pruned_loss=0.1099, over 995061.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.06343, over 3130.00 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3437, pruned_loss=0.1048, over 2438630.64 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06589, over 18329.51 utterances.], batch size: 70, lr: 1.26e-03
2022-08-20 16:56:01,982 INFO [train.py:927] (2/8) Epoch 2, batch 1000, giga_loss[loss=0.2534, simple_loss=0.3292, pruned_loss=0.08883, over 12325.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03568, over 51.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3482, pruned_loss=0.108, over 2456943.82 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0675, over 17352.43 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3649, pruned_loss=0.1103, over 1031325.98 frames. utt_duration=1249 frames, utt_pad_proportion=0.07037, over 3306.79 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3452, pruned_loss=0.1069, over 2446071.15 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06663, over 18324.09 utterances.], batch size: 51, lr: 1.26e-03
2022-08-20 16:57:42,814 INFO [train.py:927] (2/8) Epoch 2, batch 1050, giga_loss[loss=0.252, simple_loss=0.325, pruned_loss=0.08948, over 12390.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.346, pruned_loss=0.1072, over 2459841.92 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06148, over 16683.42 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3618, pruned_loss=0.1087, over 1073502.43 frames. utt_duration=1260 frames, utt_pad_proportion=0.06698, over 3413.27 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3444, pruned_loss=0.1068, over 2451202.36 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06162, over 17726.13 utterances.], batch size: 62, lr: 1.26e-03
2022-08-20 16:59:24,491 INFO [train.py:927] (2/8) Epoch 2, batch 1100, giga_loss[loss=0.2551, simple_loss=0.3385, pruned_loss=0.08583, over 12300.00 frames. utt_duration=912.7 frames, utt_pad_proportion=0.02489, over 54.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3428, pruned_loss=0.1046, over 2462500.32 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05979, over 16508.74 utterances.], libri_tot_loss[loss=0.2873, simple_loss=0.3597, pruned_loss=0.1074, over 1114763.87 frames. utt_duration=1273 frames, utt_pad_proportion=0.06364, over 3507.59 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3419, pruned_loss=0.1047, over 2455429.30 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06056, over 17607.52 utterances.], batch size: 54, lr: 1.26e-03
2022-08-20 17:01:06,486 INFO [train.py:927] (2/8) Epoch 2, batch 1150, giga_loss[loss=0.2576, simple_loss=0.3282, pruned_loss=0.0935, over 12347.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05027, over 34.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.338, pruned_loss=0.1011, over 2464548.16 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06844, over 17668.71 utterances.], libri_tot_loss[loss=0.2874, simple_loss=0.3607, pruned_loss=0.107, over 1134803.03 frames. utt_duration=1279 frames, utt_pad_proportion=0.06205, over 3553.73 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3366, pruned_loss=0.1013, over 2459039.75 frames. utt_duration=528.3 frames, utt_pad_proportion=0.0688, over 18670.71 utterances.], batch size: 34, lr: 1.26e-03
2022-08-20 17:02:50,711 INFO [train.py:927] (2/8) Epoch 2, batch 1200, giga_loss[loss=0.2248, simple_loss=0.2968, pruned_loss=0.07645, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03137, over 51.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3357, pruned_loss=0.102, over 2466800.34 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06693, over 18478.25 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3648, pruned_loss=0.1127, over 1154487.70 frames. utt_duration=1286 frames, utt_pad_proportion=0.06056, over 3595.22 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3326, pruned_loss=0.09961, over 2462605.15 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06755, over 19433.74 utterances.], batch size: 51, lr: 1.26e-03
2022-08-20 17:04:31,912 INFO [train.py:927] (2/8) Epoch 2, batch 1250, giga_loss[loss=0.2606, simple_loss=0.3283, pruned_loss=0.09643, over 12342.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03291, over 85.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.337, pruned_loss=0.1047, over 2467976.52 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06712, over 18177.62 utterances.], libri_tot_loss[loss=0.307, simple_loss=0.3706, pruned_loss=0.1217, over 1167301.69 frames. utt_duration=1292 frames, utt_pad_proportion=0.05974, over 3618.21 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3317, pruned_loss=0.09887, over 2464946.29 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06778, over 19045.78 utterances.], batch size: 85, lr: 1.26e-03
2022-08-20 17:06:12,667 INFO [train.py:927] (2/8) Epoch 2, batch 1300, giga_loss[loss=0.3528, simple_loss=0.3863, pruned_loss=0.1597, over 12364.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09908, over 256.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.334, pruned_loss=0.1026, over 2468531.11 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06457, over 18256.09 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.3701, pruned_loss=0.1215, over 1199373.20 frames. utt_duration=1291 frames, utt_pad_proportion=0.05778, over 3719.75 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3293, pruned_loss=0.09769, over 2466237.67 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06559, over 19170.98 utterances.], batch size: 256, lr: 1.26e-03
2022-08-20 17:07:52,951 INFO [train.py:927] (2/8) Epoch 2, batch 1350, giga_loss[loss=0.2339, simple_loss=0.2998, pruned_loss=0.08397, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03459, over 43.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.329, pruned_loss=0.0996, over 2470120.95 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06837, over 18530.12 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.3676, pruned_loss=0.1201, over 1236788.68 frames. utt_duration=1297 frames, utt_pad_proportion=0.05568, over 3818.63 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3253, pruned_loss=0.09575, over 2468441.74 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06944, over 19559.80 utterances.], batch size: 43, lr: 1.26e-03
2022-08-20 17:09:36,048 INFO [train.py:927] (2/8) Epoch 2, batch 1400, libri_loss[loss=0.2746, simple_loss=0.3557, pruned_loss=0.09679, over 12327.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00558, over 36.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3251, pruned_loss=0.09764, over 2470010.96 frames. utt_duration=559 frames, utt_pad_proportion=0.06557, over 17723.34 utterances.], libri_tot_loss[loss=0.3026, simple_loss=0.3665, pruned_loss=0.1193, over 1267572.74 frames. utt_duration=1301 frames, utt_pad_proportion=0.05348, over 3902.29 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3217, pruned_loss=0.09444, over 2468420.33 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06714, over 18803.33 utterances.], batch size: 36, lr: 1.25e-03
2022-08-20 17:11:16,180 INFO [train.py:927] (2/8) Epoch 2, batch 1450, giga_loss[loss=0.2157, simple_loss=0.2902, pruned_loss=0.07058, over 12346.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3206, pruned_loss=0.09463, over 2469361.50 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06469, over 16997.42 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3658, pruned_loss=0.1186, over 1302824.80 frames. utt_duration=1284 frames, utt_pad_proportion=0.05947, over 4063.00 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.317, pruned_loss=0.09176, over 2468406.57 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06499, over 18080.68 utterances.], batch size: 51, lr: 1.25e-03
2022-08-20 17:12:56,634 INFO [train.py:927] (2/8) Epoch 2, batch 1500, giga_loss[loss=0.2472, simple_loss=0.3162, pruned_loss=0.08907, over 12407.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04998, over 161.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3167, pruned_loss=0.09212, over 2469676.01 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06184, over 16689.21 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3648, pruned_loss=0.1181, over 1331687.32 frames. utt_duration=1284 frames, utt_pad_proportion=0.05828, over 4152.52 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3133, pruned_loss=0.08954, over 2468930.18 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06254, over 17752.09 utterances.], batch size: 161, lr: 1.25e-03
2022-08-20 17:14:36,423 INFO [train.py:927] (2/8) Epoch 2, batch 1550, giga_loss[loss=0.3642, simple_loss=0.3978, pruned_loss=0.1653, over 12385.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3189, pruned_loss=0.094, over 2470532.37 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06545, over 17116.13 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.366, pruned_loss=0.1184, over 1354545.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.07299, over 4380.31 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3148, pruned_loss=0.09135, over 2469704.82 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06282, over 17989.85 utterances.], batch size: 259, lr: 1.25e-03
2022-08-20 17:16:15,542 INFO [train.py:927] (2/8) Epoch 2, batch 1600, libri_loss[loss=0.2911, simple_loss=0.3543, pruned_loss=0.1139, over 12379.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.04015, over 46.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3246, pruned_loss=0.09831, over 2471647.46 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06921, over 17220.30 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3645, pruned_loss=0.118, over 1419920.93 frames. utt_duration=1216 frames, utt_pad_proportion=0.07595, over 4676.98 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3195, pruned_loss=0.09507, over 2470768.95 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06589, over 18362.53 utterances.], batch size: 46, lr: 1.25e-03
2022-08-20 17:17:58,983 INFO [train.py:927] (2/8) Epoch 2, batch 1650, giga_loss[loss=0.2961, simple_loss=0.3623, pruned_loss=0.1149, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03212, over 97.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3317, pruned_loss=0.1031, over 2472269.52 frames. utt_duration=540.4 frames, utt_pad_proportion=0.07386, over 18351.18 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3645, pruned_loss=0.118, over 1425287.32 frames. utt_duration=1217 frames, utt_pad_proportion=0.07542, over 4690.59 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3276, pruned_loss=0.1005, over 2471484.54 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07129, over 19295.14 utterances.], batch size: 97, lr: 1.25e-03
2022-08-20 17:19:41,969 INFO [train.py:927] (2/8) Epoch 2, batch 1700, giga_loss[loss=0.252, simple_loss=0.339, pruned_loss=0.08249, over 12339.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3371, pruned_loss=0.1047, over 2472239.57 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07427, over 18259.02 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3633, pruned_loss=0.1165, over 1461013.51 frames. utt_duration=1202 frames, utt_pad_proportion=0.08019, over 4866.73 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3335, pruned_loss=0.103, over 2471959.64 frames. utt_duration=514.5 frames, utt_pad_proportion=0.0709, over 19275.87 utterances.], batch size: 62, lr: 1.25e-03
2022-08-20 17:21:20,372 INFO [train.py:927] (2/8) Epoch 2, batch 1750, giga_loss[loss=0.2258, simple_loss=0.3076, pruned_loss=0.072, over 12431.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03294, over 75.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3433, pruned_loss=0.1084, over 2472172.74 frames. utt_duration=550.5 frames, utt_pad_proportion=0.07055, over 18012.87 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3625, pruned_loss=0.1164, over 1480740.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.07819, over 4903.09 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3405, pruned_loss=0.1069, over 2472275.20 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06844, over 19032.08 utterances.], batch size: 75, lr: 1.25e-03
2022-08-20 17:23:03,795 INFO [train.py:927] (2/8) Epoch 2, batch 1800, giga_loss[loss=0.2386, simple_loss=0.3256, pruned_loss=0.07581, over 12441.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3406, pruned_loss=0.1046, over 2472832.80 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06813, over 17652.86 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3624, pruned_loss=0.1159, over 1490679.24 frames. utt_duration=1207 frames, utt_pad_proportion=0.07857, over 4947.86 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3383, pruned_loss=0.1036, over 2472866.10 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06642, over 18528.36 utterances.], batch size: 75, lr: 1.25e-03
2022-08-20 17:24:46,568 INFO [train.py:927] (2/8) Epoch 2, batch 1850, giga_loss[loss=0.2587, simple_loss=0.3343, pruned_loss=0.09157, over 12428.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03788, over 133.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3422, pruned_loss=0.1039, over 2472715.16 frames. utt_duration=559 frames, utt_pad_proportion=0.06479, over 17740.12 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.364, pruned_loss=0.1154, over 1509728.47 frames. utt_duration=1213 frames, utt_pad_proportion=0.07679, over 4984.64 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3391, pruned_loss=0.1032, over 2473139.15 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06393, over 18627.03 utterances.], batch size: 133, lr: 1.24e-03
2022-08-20 17:26:29,830 INFO [train.py:927] (2/8) Epoch 2, batch 1900, giga_loss[loss=0.3138, simple_loss=0.3643, pruned_loss=0.1317, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3448, pruned_loss=0.1061, over 2472873.47 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06774, over 18346.15 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3632, pruned_loss=0.1153, over 1528571.59 frames. utt_duration=1217 frames, utt_pad_proportion=0.07535, over 5031.47 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3425, pruned_loss=0.1054, over 2473457.88 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06721, over 19238.50 utterances.], batch size: 133, lr: 1.24e-03
2022-08-20 17:28:11,565 INFO [train.py:927] (2/8) Epoch 2, batch 1950, giga_loss[loss=0.2541, simple_loss=0.3242, pruned_loss=0.09203, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03939, over 37.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3467, pruned_loss=0.1081, over 2472688.20 frames. utt_duration=546.5 frames, utt_pad_proportion=0.07031, over 18147.70 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3632, pruned_loss=0.1155, over 1551813.45 frames. utt_duration=1196 frames, utt_pad_proportion=0.07947, over 5197.34 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3445, pruned_loss=0.1072, over 2473258.43 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06859, over 18998.88 utterances.], batch size: 37, lr: 1.24e-03
2022-08-20 17:29:52,861 INFO [train.py:927] (2/8) Epoch 2, batch 2000, giga_loss[loss=0.3014, simple_loss=0.3684, pruned_loss=0.1172, over 12422.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03827, over 133.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3463, pruned_loss=0.1078, over 2473047.62 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06715, over 17945.33 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3623, pruned_loss=0.1153, over 1560960.13 frames. utt_duration=1201 frames, utt_pad_proportion=0.07867, over 5204.34 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3449, pruned_loss=0.1072, over 2473539.93 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06607, over 18724.71 utterances.], batch size: 133, lr: 1.24e-03
2022-08-20 17:31:35,224 INFO [train.py:927] (2/8) Epoch 2, batch 2050, giga_loss[loss=0.2533, simple_loss=0.3341, pruned_loss=0.08631, over 12408.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03412, over 80.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3468, pruned_loss=0.1065, over 2473187.60 frames. utt_duration=575 frames, utt_pad_proportion=0.06494, over 17249.97 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3622, pruned_loss=0.1153, over 1583436.63 frames. utt_duration=1209 frames, utt_pad_proportion=0.07632, over 5245.84 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.3454, pruned_loss=0.1059, over 2473687.39 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06464, over 18117.43 utterances.], batch size: 80, lr: 1.24e-03
2022-08-20 17:33:18,192 INFO [train.py:927] (2/8) Epoch 2, batch 2100, giga_loss[loss=0.2685, simple_loss=0.3365, pruned_loss=0.1003, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04251, over 31.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3468, pruned_loss=0.1063, over 2472249.97 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06132, over 16610.53 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3614, pruned_loss=0.1147, over 1609393.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.07413, over 5310.49 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3457, pruned_loss=0.1059, over 2472991.01 frames. utt_duration=565 frames, utt_pad_proportion=0.0617, over 17553.03 utterances.], batch size: 31, lr: 1.24e-03
2022-08-20 17:35:00,306 INFO [train.py:927] (2/8) Epoch 2, batch 2150, giga_loss[loss=0.2242, simple_loss=0.3004, pruned_loss=0.07395, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.0458, over 26.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3446, pruned_loss=0.1053, over 2471290.97 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05708, over 15733.34 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3613, pruned_loss=0.1149, over 1626442.63 frames. utt_duration=1213 frames, utt_pad_proportion=0.07331, over 5369.07 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3435, pruned_loss=0.1046, over 2471940.26 frames. utt_duration=596.3 frames, utt_pad_proportion=0.0577, over 16622.53 utterances.], batch size: 26, lr: 1.24e-03
2022-08-20 17:36:42,405 INFO [train.py:927] (2/8) Epoch 2, batch 2200, giga_loss[loss=0.255, simple_loss=0.3293, pruned_loss=0.09032, over 12200.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.03495, over 33.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3472, pruned_loss=0.1064, over 2471123.85 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05716, over 15732.41 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3631, pruned_loss=0.1151, over 1643165.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.07159, over 5412.41 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3449, pruned_loss=0.1056, over 2471667.82 frames. utt_duration=597.7 frames, utt_pad_proportion=0.058, over 16581.92 utterances.], batch size: 33, lr: 1.24e-03
2022-08-20 17:38:24,179 INFO [train.py:927] (2/8) Epoch 2, batch 2250, giga_loss[loss=0.2468, simple_loss=0.3215, pruned_loss=0.08601, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02831, over 54.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3457, pruned_loss=0.1054, over 2470631.59 frames. utt_duration=640.7 frames, utt_pad_proportion=0.06327, over 15460.09 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3614, pruned_loss=0.1141, over 1675622.16 frames. utt_duration=1229 frames, utt_pad_proportion=0.06848, over 5462.03 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3443, pruned_loss=0.105, over 2471148.26 frames. utt_duration=602 frames, utt_pad_proportion=0.06441, over 16461.51 utterances.], batch size: 54, lr: 1.24e-03
2022-08-20 17:40:06,719 INFO [train.py:927] (2/8) Epoch 2, batch 2300, giga_loss[loss=0.2806, simple_loss=0.3441, pruned_loss=0.1085, over 12406.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03557, over 113.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3458, pruned_loss=0.1055, over 2470955.34 frames. utt_duration=641.1 frames, utt_pad_proportion=0.06197, over 15452.36 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3599, pruned_loss=0.1133, over 1698985.95 frames. utt_duration=1239 frames, utt_pad_proportion=0.06651, over 5490.78 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3451, pruned_loss=0.1055, over 2471552.21 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06348, over 16488.74 utterances.], batch size: 113, lr: 1.24e-03
2022-08-20 17:41:50,560 INFO [train.py:927] (2/8) Epoch 2, batch 2350, giga_loss[loss=0.2425, simple_loss=0.3106, pruned_loss=0.08723, over 12201.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 42.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3435, pruned_loss=0.1037, over 2471098.07 frames. utt_duration=658.6 frames, utt_pad_proportion=0.06316, over 15042.83 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3598, pruned_loss=0.1133, over 1725742.49 frames. utt_duration=1222 frames, utt_pad_proportion=0.0717, over 5656.43 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3425, pruned_loss=0.1033, over 2471472.67 frames. utt_duration=617.9 frames, utt_pad_proportion=0.06256, over 16038.96 utterances.], batch size: 42, lr: 1.23e-03
2022-08-20 17:43:34,380 INFO [train.py:927] (2/8) Epoch 2, batch 2400, giga_loss[loss=0.2988, simple_loss=0.3512, pruned_loss=0.1232, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02633, over 45.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3421, pruned_loss=0.1032, over 2471537.51 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05762, over 15660.49 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3596, pruned_loss=0.1131, over 1729484.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.07129, over 5666.14 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3414, pruned_loss=0.103, over 2471817.51 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05754, over 16477.70 utterances.], batch size: 45, lr: 1.23e-03
2022-08-20 17:45:15,613 INFO [train.py:927] (2/8) Epoch 2, batch 2450, giga_loss[loss=0.2575, simple_loss=0.3112, pruned_loss=0.1019, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03254, over 42.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3394, pruned_loss=0.1022, over 2470848.37 frames. utt_duration=636.8 frames, utt_pad_proportion=0.05822, over 15558.35 utterances.], libri_tot_loss[loss=0.2924, simple_loss=0.3594, pruned_loss=0.1127, over 1751658.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06938, over 5719.26 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3385, pruned_loss=0.102, over 2470911.62 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05857, over 16428.19 utterances.], batch size: 42, lr: 1.23e-03
2022-08-20 17:46:56,754 INFO [train.py:927] (2/8) Epoch 2, batch 2500, giga_loss[loss=0.2442, simple_loss=0.3122, pruned_loss=0.0881, over 12348.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02983, over 91.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.336, pruned_loss=0.1012, over 2471531.33 frames. utt_duration=652.3 frames, utt_pad_proportion=0.05372, over 15191.07 utterances.], libri_tot_loss[loss=0.2924, simple_loss=0.3588, pruned_loss=0.113, over 1773202.76 frames. utt_duration=1236 frames, utt_pad_proportion=0.06742, over 5747.22 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.335, pruned_loss=0.1006, over 2471385.52 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05472, over 16135.32 utterances.], batch size: 91, lr: 1.23e-03
2022-08-20 17:48:39,209 INFO [train.py:927] (2/8) Epoch 2, batch 2550, giga_loss[loss=0.2264, simple_loss=0.2996, pruned_loss=0.07659, over 12317.00 frames. utt_duration=913.8 frames, utt_pad_proportion=0.02374, over 54.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3338, pruned_loss=0.1, over 2472402.09 frames. utt_duration=645.7 frames, utt_pad_proportion=0.05137, over 15352.21 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3583, pruned_loss=0.1127, over 1793846.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.06532, over 5775.38 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3327, pruned_loss=0.09931, over 2472331.23 frames. utt_duration=606.7 frames, utt_pad_proportion=0.0528, over 16342.03 utterances.], batch size: 54, lr: 1.23e-03
2022-08-20 17:50:23,291 INFO [train.py:927] (2/8) Epoch 2, batch 2600, giga_loss[loss=0.2651, simple_loss=0.3392, pruned_loss=0.09551, over 12383.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3355, pruned_loss=0.1003, over 2472784.18 frames. utt_duration=639.3 frames, utt_pad_proportion=0.04944, over 15507.68 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3588, pruned_loss=0.1127, over 1807170.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.06402, over 5789.78 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3339, pruned_loss=0.09953, over 2472867.69 frames. utt_duration=603 frames, utt_pad_proportion=0.05096, over 16444.83 utterances.], batch size: 62, lr: 1.23e-03
2022-08-20 17:52:04,324 INFO [train.py:927] (2/8) Epoch 2, batch 2650, giga_loss[loss=0.2413, simple_loss=0.3293, pruned_loss=0.07666, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3494, pruned_loss=0.1041, over 2473233.35 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06381, over 17980.96 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3729, pruned_loss=0.1145, over 1826805.83 frames. utt_duration=1255 frames, utt_pad_proportion=0.06201, over 5829.62 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3382, pruned_loss=0.102, over 2473382.67 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06473, over 19019.05 utterances.], batch size: 91, lr: 1.23e-03
2022-08-20 17:53:45,030 INFO [train.py:927] (2/8) Epoch 2, batch 2700, giga_loss[loss=0.2406, simple_loss=0.3156, pruned_loss=0.08283, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02954, over 45.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3455, pruned_loss=0.102, over 2472907.78 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05942, over 17281.38 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3726, pruned_loss=0.115, over 1836338.79 frames. utt_duration=1252 frames, utt_pad_proportion=0.06229, over 5871.80 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3364, pruned_loss=0.09984, over 2473130.65 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06032, over 18224.92 utterances.], batch size: 45, lr: 1.23e-03
2022-08-20 17:55:25,638 INFO [train.py:927] (2/8) Epoch 2, batch 2750, giga_loss[loss=0.2741, simple_loss=0.3404, pruned_loss=0.1039, over 12405.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3431, pruned_loss=0.1014, over 2473209.84 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06208, over 18051.87 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.371, pruned_loss=0.1142, over 1854639.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.06094, over 5894.57 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3362, pruned_loss=0.09982, over 2473879.10 frames. utt_duration=519.7 frames, utt_pad_proportion=0.063, over 19096.32 utterances.], batch size: 146, lr: 1.23e-03
2022-08-20 17:57:08,136 INFO [train.py:927] (2/8) Epoch 2, batch 2800, giga_loss[loss=0.2574, simple_loss=0.3334, pruned_loss=0.09068, over 12394.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0263, over 70.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3415, pruned_loss=0.1011, over 2473353.36 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06231, over 17804.47 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.37, pruned_loss=0.1139, over 1863603.73 frames. utt_duration=1266 frames, utt_pad_proportion=0.06012, over 5897.16 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3363, pruned_loss=0.0998, over 2474124.52 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06327, over 18788.93 utterances.], batch size: 70, lr: 1.23e-03
2022-08-20 17:58:47,916 INFO [train.py:927] (2/8) Epoch 2, batch 2850, giga_loss[loss=0.2632, simple_loss=0.3312, pruned_loss=0.09757, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03981, over 26.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3416, pruned_loss=0.1015, over 2473308.61 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06051, over 17773.97 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.3691, pruned_loss=0.1138, over 1878231.33 frames. utt_duration=1265 frames, utt_pad_proportion=0.05967, over 5944.26 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3375, pruned_loss=0.1003, over 2474355.21 frames. utt_duration=528.1 frames, utt_pad_proportion=0.0615, over 18794.21 utterances.], batch size: 26, lr: 1.22e-03
2022-08-20 18:00:30,395 INFO [train.py:927] (2/8) Epoch 2, batch 2900, giga_loss[loss=0.2707, simple_loss=0.3384, pruned_loss=0.1015, over 12469.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02986, over 55.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3418, pruned_loss=0.1023, over 2472850.82 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05846, over 17472.63 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3695, pruned_loss=0.1139, over 1884199.70 frames. utt_duration=1268 frames, utt_pad_proportion=0.0591, over 5949.82 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.338, pruned_loss=0.1012, over 2473649.83 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05952, over 18371.64 utterances.], batch size: 55, lr: 1.22e-03
2022-08-20 18:02:11,152 INFO [train.py:927] (2/8) Epoch 2, batch 2950, giga_loss[loss=0.2496, simple_loss=0.3318, pruned_loss=0.08369, over 12409.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03785, over 113.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3426, pruned_loss=0.1024, over 2472216.07 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05768, over 17289.31 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3715, pruned_loss=0.1143, over 1892852.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05821, over 5961.53 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3379, pruned_loss=0.1011, over 2472951.47 frames. utt_duration=546.9 frames, utt_pad_proportion=0.0588, over 18135.87 utterances.], batch size: 113, lr: 1.22e-03
2022-08-20 18:03:51,416 INFO [train.py:927] (2/8) Epoch 2, batch 3000, giga_loss[loss=0.2668, simple_loss=0.3376, pruned_loss=0.09805, over 12376.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03983, over 37.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3398, pruned_loss=0.1018, over 2472364.54 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05963, over 17424.56 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3707, pruned_loss=0.1142, over 1907379.39 frames. utt_duration=1273 frames, utt_pad_proportion=0.05682, over 5999.06 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3361, pruned_loss=0.1005, over 2472789.16 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06085, over 18320.69 utterances.], batch size: 37, lr: 1.22e-03
2022-08-20 18:03:51,417 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 18:04:08,263 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.261, simple_loss=0.3427, pruned_loss=0.08966, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 18:05:44,497 INFO [train.py:927] (2/8) Epoch 2, batch 3050, giga_loss[loss=0.2793, simple_loss=0.3479, pruned_loss=0.1054, over 12398.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02613, over 91.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3404, pruned_loss=0.1013, over 2472829.50 frames. utt_duration=563.8 frames, utt_pad_proportion=0.05831, over 17590.12 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3706, pruned_loss=0.1148, over 1921325.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.05587, over 6049.42 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3367, pruned_loss=0.09967, over 2473224.28 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05964, over 18513.91 utterances.], batch size: 91, lr: 1.22e-03
2022-08-20 18:07:23,261 INFO [train.py:927] (2/8) Epoch 2, batch 3100, giga_loss[loss=0.2309, simple_loss=0.2992, pruned_loss=0.08133, over 12129.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04353, over 33.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3391, pruned_loss=0.1006, over 2472706.59 frames. utt_duration=559.5 frames, utt_pad_proportion=0.05977, over 17725.10 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3703, pruned_loss=0.1148, over 1934862.59 frames. utt_duration=1275 frames, utt_pad_proportion=0.0545, over 6077.83 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3358, pruned_loss=0.09898, over 2473106.27 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06116, over 18690.87 utterances.], batch size: 33, lr: 1.22e-03
2022-08-20 18:09:03,741 INFO [train.py:927] (2/8) Epoch 2, batch 3150, giga_loss[loss=0.2269, simple_loss=0.2877, pruned_loss=0.08306, over 12459.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03697, over 26.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3383, pruned_loss=0.1011, over 2473777.67 frames. utt_duration=569 frames, utt_pad_proportion=0.05545, over 17435.69 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3695, pruned_loss=0.1144, over 1948102.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.05334, over 6083.88 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3354, pruned_loss=0.09971, over 2474166.90 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05715, over 18461.30 utterances.], batch size: 26, lr: 1.22e-03
2022-08-20 18:10:43,189 INFO [train.py:927] (2/8) Epoch 2, batch 3200, giga_loss[loss=0.2624, simple_loss=0.3197, pruned_loss=0.1025, over 12242.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03131, over 45.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3363, pruned_loss=0.101, over 2473862.33 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05624, over 17415.12 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3683, pruned_loss=0.1138, over 1965942.96 frames. utt_duration=1289 frames, utt_pad_proportion=0.05164, over 6108.69 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3338, pruned_loss=0.09991, over 2474430.51 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05808, over 18569.55 utterances.], batch size: 45, lr: 1.22e-03
2022-08-20 18:12:20,838 INFO [train.py:927] (2/8) Epoch 2, batch 3250, giga_loss[loss=0.2744, simple_loss=0.3237, pruned_loss=0.1126, over 12363.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1907, over 363.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3343, pruned_loss=0.1004, over 2473707.10 frames. utt_duration=558 frames, utt_pad_proportion=0.05677, over 17780.06 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3678, pruned_loss=0.1138, over 1983108.35 frames. utt_duration=1288 frames, utt_pad_proportion=0.0507, over 6163.63 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3317, pruned_loss=0.09921, over 2474461.32 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05851, over 19009.94 utterances.], batch size: 363, lr: 1.22e-03
2022-08-20 18:13:59,939 INFO [train.py:927] (2/8) Epoch 2, batch 3300, giga_loss[loss=0.2517, simple_loss=0.304, pruned_loss=0.09975, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03418, over 40.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3278, pruned_loss=0.09688, over 2474330.61 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05366, over 17009.51 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3676, pruned_loss=0.1138, over 1987981.40 frames. utt_duration=1285 frames, utt_pad_proportion=0.05136, over 6196.82 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3256, pruned_loss=0.09579, over 2474944.53 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05512, over 18043.51 utterances.], batch size: 40, lr: 1.22e-03
2022-08-20 18:15:39,607 INFO [train.py:927] (2/8) Epoch 2, batch 3350, giga_loss[loss=0.2797, simple_loss=0.349, pruned_loss=0.1052, over 12368.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03564, over 122.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3296, pruned_loss=0.0981, over 2474075.60 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05712, over 17419.93 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3671, pruned_loss=0.1135, over 2004316.00 frames. utt_duration=1289 frames, utt_pad_proportion=0.04971, over 6227.56 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.327, pruned_loss=0.09686, over 2474941.06 frames. utt_duration=535 frames, utt_pad_proportion=0.05856, over 18558.06 utterances.], batch size: 122, lr: 1.21e-03
2022-08-20 18:17:23,068 INFO [train.py:927] (2/8) Epoch 2, batch 3400, giga_loss[loss=0.3091, simple_loss=0.3537, pruned_loss=0.1323, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05076, over 34.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3335, pruned_loss=0.1014, over 2474183.50 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06077, over 17779.17 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3666, pruned_loss=0.1143, over 2015739.48 frames. utt_duration=1291 frames, utt_pad_proportion=0.04904, over 6254.55 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.331, pruned_loss=0.09951, over 2475054.85 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06198, over 18916.27 utterances.], batch size: 34, lr: 1.21e-03
2022-08-20 18:19:00,036 INFO [train.py:927] (2/8) Epoch 2, batch 3450, giga_loss[loss=0.2546, simple_loss=0.3337, pruned_loss=0.08775, over 12322.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03206, over 70.00 utterances.], tot_loss[loss=0.276, simple_loss=0.3424, pruned_loss=0.1048, over 2474380.53 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06428, over 18704.29 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3714, pruned_loss=0.1149, over 2029266.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.05085, over 6365.04 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.336, pruned_loss=0.1025, over 2475131.69 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06462, over 19849.29 utterances.], batch size: 70, lr: 1.21e-03
2022-08-20 18:20:45,476 INFO [train.py:927] (2/8) Epoch 2, batch 3500, giga_loss[loss=0.2657, simple_loss=0.3332, pruned_loss=0.09906, over 12345.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03199, over 51.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3486, pruned_loss=0.1102, over 2474031.97 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06198, over 18222.98 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.372, pruned_loss=0.1146, over 2040179.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.04967, over 6383.72 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3425, pruned_loss=0.1083, over 2474708.64 frames. utt_duration=512 frames, utt_pad_proportion=0.06283, over 19389.89 utterances.], batch size: 51, lr: 1.21e-03
2022-08-20 18:22:23,747 INFO [train.py:927] (2/8) Epoch 2, batch 3550, giga_loss[loss=0.3457, simple_loss=0.3899, pruned_loss=0.1507, over 12415.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03092, over 80.00 utterances.], tot_loss[loss=0.293, simple_loss=0.3552, pruned_loss=0.1153, over 2474197.17 frames. utt_duration=533 frames, utt_pad_proportion=0.06128, over 18618.92 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.371, pruned_loss=0.114, over 2046638.24 frames. utt_duration=1284 frames, utt_pad_proportion=0.04905, over 6381.99 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3509, pruned_loss=0.1144, over 2474749.06 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06223, over 19715.06 utterances.], batch size: 80, lr: 1.21e-03
2022-08-20 18:24:07,041 INFO [train.py:927] (2/8) Epoch 2, batch 3600, giga_loss[loss=0.3178, simple_loss=0.3758, pruned_loss=0.1299, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04591, over 34.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.362, pruned_loss=0.1218, over 2473754.34 frames. utt_duration=522.1 frames, utt_pad_proportion=0.05923, over 19006.58 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3706, pruned_loss=0.1139, over 2056840.29 frames. utt_duration=1288 frames, utt_pad_proportion=0.0481, over 6393.19 utterances.], giga_tot_loss[loss=0.3005, simple_loss=0.3586, pruned_loss=0.1212, over 2474540.72 frames. utt_duration=493 frames, utt_pad_proportion=0.06041, over 20136.90 utterances.], batch size: 34, lr: 1.21e-03
2022-08-20 18:25:49,987 INFO [train.py:927] (2/8) Epoch 2, batch 3650, giga_loss[loss=0.3292, simple_loss=0.3782, pruned_loss=0.1401, over 12419.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03711, over 105.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3687, pruned_loss=0.1278, over 2474180.32 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06055, over 19465.26 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3704, pruned_loss=0.1137, over 2063092.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.04881, over 6449.10 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3661, pruned_loss=0.1276, over 2474775.43 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06128, over 20481.89 utterances.], batch size: 105, lr: 1.21e-03
2022-08-20 18:27:33,666 INFO [train.py:927] (2/8) Epoch 2, batch 3700, giga_loss[loss=0.3683, simple_loss=0.4029, pruned_loss=0.1669, over 12412.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.32, simple_loss=0.3733, pruned_loss=0.1333, over 2473908.77 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06289, over 20097.15 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.37, pruned_loss=0.1139, over 2069077.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04817, over 6455.31 utterances.], giga_tot_loss[loss=0.319, simple_loss=0.3715, pruned_loss=0.1332, over 2474508.78 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06357, over 21064.06 utterances.], batch size: 133, lr: 1.21e-03
2022-08-20 18:29:20,232 INFO [train.py:927] (2/8) Epoch 2, batch 3750, giga_loss[loss=0.4015, simple_loss=0.4201, pruned_loss=0.1914, over 12422.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06788, over 212.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3798, pruned_loss=0.1387, over 2474114.76 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06899, over 20663.60 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3707, pruned_loss=0.1138, over 2082815.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.04686, over 6475.19 utterances.], giga_tot_loss[loss=0.3285, simple_loss=0.3781, pruned_loss=0.1395, over 2474814.83 frames. utt_duration=454 frames, utt_pad_proportion=0.06979, over 21874.00 utterances.], batch size: 212, lr: 1.21e-03
2022-08-20 18:31:11,411 INFO [train.py:927] (2/8) Epoch 2, batch 3800, giga_loss[loss=0.3066, simple_loss=0.3659, pruned_loss=0.1236, over 12316.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03289, over 62.00 utterances.], tot_loss[loss=0.3303, simple_loss=0.3799, pruned_loss=0.1403, over 2474285.51 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07053, over 20675.03 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3704, pruned_loss=0.1137, over 2090528.77 frames. utt_duration=1272 frames, utt_pad_proportion=0.052, over 6579.47 utterances.], giga_tot_loss[loss=0.3311, simple_loss=0.379, pruned_loss=0.1416, over 2474904.30 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0698, over 21812.14 utterances.], batch size: 62, lr: 1.21e-03
2022-08-20 18:32:51,773 INFO [train.py:927] (2/8) Epoch 2, batch 3850, giga_loss[loss=0.336, simple_loss=0.3996, pruned_loss=0.1362, over 12436.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04373, over 114.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3805, pruned_loss=0.1403, over 2474752.50 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06684, over 20592.63 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3701, pruned_loss=0.1138, over 2101836.63 frames. utt_duration=1269 frames, utt_pad_proportion=0.05203, over 6634.24 utterances.], giga_tot_loss[loss=0.3321, simple_loss=0.3803, pruned_loss=0.1419, over 2475330.86 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06661, over 21839.46 utterances.], batch size: 114, lr: 1.20e-03
2022-08-20 18:34:33,857 INFO [train.py:927] (2/8) Epoch 2, batch 3900, giga_loss[loss=0.3006, simple_loss=0.3647, pruned_loss=0.1182, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02685, over 66.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.382, pruned_loss=0.1417, over 2474964.04 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0735, over 22189.88 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3697, pruned_loss=0.1137, over 2109272.84 frames. utt_duration=1268 frames, utt_pad_proportion=0.05136, over 6659.36 utterances.], giga_tot_loss[loss=0.3348, simple_loss=0.3823, pruned_loss=0.1436, over 2475395.45 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07335, over 23424.38 utterances.], batch size: 66, lr: 1.20e-03
2022-08-20 18:36:19,276 INFO [train.py:927] (2/8) Epoch 2, batch 3950, giga_loss[loss=0.3107, simple_loss=0.3642, pruned_loss=0.1286, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02744, over 91.00 utterances.], tot_loss[loss=0.3308, simple_loss=0.3807, pruned_loss=0.1405, over 2474496.30 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07704, over 22556.39 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3688, pruned_loss=0.1135, over 2116420.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.05067, over 6654.25 utterances.], giga_tot_loss[loss=0.3336, simple_loss=0.3818, pruned_loss=0.1426, over 2474928.41 frames. utt_duration=416.8 frames, utt_pad_proportion=0.07705, over 23833.29 utterances.], batch size: 91, lr: 1.20e-03
2022-08-20 18:38:02,501 INFO [train.py:927] (2/8) Epoch 2, batch 4000, libri_loss[loss=0.3243, simple_loss=0.4076, pruned_loss=0.1205, over 12337.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01791, over 41.00 utterances.], tot_loss[loss=0.3255, simple_loss=0.3777, pruned_loss=0.1366, over 2473219.32 frames. utt_duration=453.3 frames, utt_pad_proportion=0.0779, over 21896.88 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3692, pruned_loss=0.1134, over 2128488.92 frames. utt_duration=1272 frames, utt_pad_proportion=0.04961, over 6700.99 utterances.], giga_tot_loss[loss=0.3285, simple_loss=0.3786, pruned_loss=0.1392, over 2473785.64 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07844, over 23371.51 utterances.], batch size: 41, lr: 1.20e-03
2022-08-20 18:39:45,490 INFO [train.py:927] (2/8) Epoch 2, batch 4050, libri_loss[loss=0.3114, simple_loss=0.3691, pruned_loss=0.1268, over 12455.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03442, over 46.00 utterances.], tot_loss[loss=0.3218, simple_loss=0.3751, pruned_loss=0.1343, over 2473530.51 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07779, over 21882.67 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3693, pruned_loss=0.1135, over 2136839.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.04868, over 6720.32 utterances.], giga_tot_loss[loss=0.3246, simple_loss=0.3758, pruned_loss=0.1367, over 2474145.20 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07868, over 23386.88 utterances.], batch size: 46, lr: 1.20e-03
2022-08-20 18:41:30,720 INFO [train.py:927] (2/8) Epoch 2, batch 4100, giga_loss[loss=0.2913, simple_loss=0.3511, pruned_loss=0.1158, over 12472.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03449, over 37.00 utterances.], tot_loss[loss=0.3183, simple_loss=0.3727, pruned_loss=0.132, over 2474850.43 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07373, over 21320.40 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3678, pruned_loss=0.1128, over 2153112.98 frames. utt_duration=1276 frames, utt_pad_proportion=0.04754, over 6755.47 utterances.], giga_tot_loss[loss=0.3229, simple_loss=0.3748, pruned_loss=0.1355, over 2475550.59 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07543, over 23202.44 utterances.], batch size: 37, lr: 1.20e-03
2022-08-20 18:43:18,813 INFO [train.py:927] (2/8) Epoch 2, batch 4150, libri_loss[loss=0.2245, simple_loss=0.3052, pruned_loss=0.07195, over 12280.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006828, over 32.00 utterances.], tot_loss[loss=0.3141, simple_loss=0.3709, pruned_loss=0.1287, over 2474629.79 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07334, over 21121.60 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3669, pruned_loss=0.1122, over 2159336.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.04674, over 6763.24 utterances.], giga_tot_loss[loss=0.3189, simple_loss=0.3733, pruned_loss=0.1322, over 2475344.82 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07512, over 22881.83 utterances.], batch size: 32, lr: 1.20e-03
2022-08-20 18:45:01,619 INFO [train.py:927] (2/8) Epoch 2, batch 4200, giga_loss[loss=0.3419, simple_loss=0.3884, pruned_loss=0.1477, over 12370.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05045, over 161.00 utterances.], tot_loss[loss=0.3125, simple_loss=0.3705, pruned_loss=0.1273, over 2474254.91 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07034, over 20226.32 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3657, pruned_loss=0.1117, over 2168191.46 frames. utt_duration=1284 frames, utt_pad_proportion=0.04587, over 6761.47 utterances.], giga_tot_loss[loss=0.3178, simple_loss=0.3736, pruned_loss=0.131, over 2475270.16 frames. utt_duration=450.9 frames, utt_pad_proportion=0.0725, over 22027.63 utterances.], batch size: 161, lr: 1.20e-03
2022-08-20 18:46:45,073 INFO [train.py:927] (2/8) Epoch 2, batch 4250, libri_loss[loss=0.3513, simple_loss=0.4749, pruned_loss=0.1138, over 12482.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.00717, over 39.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3688, pruned_loss=0.1259, over 2474311.42 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07796, over 20649.05 utterances.], libri_tot_loss[loss=0.2945, simple_loss=0.3663, pruned_loss=0.1114, over 2172833.30 frames. utt_duration=1287 frames, utt_pad_proportion=0.04541, over 6762.06 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.3707, pruned_loss=0.1293, over 2475053.38 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07939, over 22261.13 utterances.], batch size: 39, lr: 1.20e-03
2022-08-20 18:48:27,534 INFO [train.py:927] (2/8) Epoch 2, batch 4300, giga_loss[loss=0.2914, simple_loss=0.3588, pruned_loss=0.112, over 12384.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02666, over 91.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3685, pruned_loss=0.1268, over 2474579.72 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07667, over 20908.23 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3667, pruned_loss=0.1115, over 2174380.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.04637, over 6794.25 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3697, pruned_loss=0.1295, over 2475129.25 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0777, over 22198.36 utterances.], batch size: 91, lr: 1.20e-03
2022-08-20 18:50:15,107 INFO [train.py:927] (2/8) Epoch 2, batch 4350, giga_loss[loss=0.3067, simple_loss=0.3663, pruned_loss=0.1236, over 12402.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03276, over 80.00 utterances.], tot_loss[loss=0.3164, simple_loss=0.3758, pruned_loss=0.1285, over 2474983.66 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07651, over 20983.37 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3757, pruned_loss=0.1137, over 2178823.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.04579, over 6792.34 utterances.], giga_tot_loss[loss=0.3139, simple_loss=0.3699, pruned_loss=0.1289, over 2475443.67 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0776, over 22185.55 utterances.], batch size: 80, lr: 1.19e-03
2022-08-20 18:52:00,845 INFO [train.py:927] (2/8) Epoch 2, batch 4400, giga_loss[loss=0.2842, simple_loss=0.3478, pruned_loss=0.1103, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04028, over 37.00 utterances.], tot_loss[loss=0.3134, simple_loss=0.3726, pruned_loss=0.1271, over 2474156.85 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07973, over 20973.43 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3753, pruned_loss=0.1135, over 2186041.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.04513, over 6787.49 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3682, pruned_loss=0.1279, over 2474623.14 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08082, over 22256.18 utterances.], batch size: 37, lr: 1.19e-03
2022-08-20 18:53:44,422 INFO [train.py:927] (2/8) Epoch 2, batch 4450, giga_loss[loss=0.2518, simple_loss=0.3225, pruned_loss=0.09055, over 12382.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02717, over 66.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3695, pruned_loss=0.1264, over 2474522.37 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08314, over 21086.75 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3751, pruned_loss=0.1134, over 2194589.36 frames. utt_duration=1291 frames, utt_pad_proportion=0.04413, over 6809.60 utterances.], giga_tot_loss[loss=0.3105, simple_loss=0.366, pruned_loss=0.1275, over 2474883.57 frames. utt_duration=442 frames, utt_pad_proportion=0.08439, over 22469.91 utterances.], batch size: 66, lr: 1.19e-03
2022-08-20 18:55:27,330 INFO [train.py:927] (2/8) Epoch 2, batch 4500, giga_loss[loss=0.2426, simple_loss=0.3139, pruned_loss=0.08569, over 12378.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04844, over 31.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3664, pruned_loss=0.1255, over 2474845.31 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07859, over 21130.15 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3745, pruned_loss=0.1131, over 2198465.88 frames. utt_duration=1294 frames, utt_pad_proportion=0.04361, over 6804.50 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.364, pruned_loss=0.1267, over 2475381.89 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08009, over 22406.36 utterances.], batch size: 31, lr: 1.19e-03
2022-08-20 18:57:10,600 INFO [train.py:927] (2/8) Epoch 2, batch 4550, giga_loss[loss=0.347, simple_loss=0.3917, pruned_loss=0.1512, over 12345.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03331, over 97.00 utterances.], tot_loss[loss=0.3074, simple_loss=0.3645, pruned_loss=0.1252, over 2474817.20 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07563, over 21272.99 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3741, pruned_loss=0.1131, over 2201240.77 frames. utt_duration=1296 frames, utt_pad_proportion=0.04328, over 6800.49 utterances.], giga_tot_loss[loss=0.3077, simple_loss=0.3628, pruned_loss=0.1263, over 2475208.65 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07713, over 22408.76 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 18:58:51,021 INFO [train.py:927] (2/8) Epoch 2, batch 4600, giga_loss[loss=0.3227, simple_loss=0.3733, pruned_loss=0.1361, over 12419.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05472, over 162.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3649, pruned_loss=0.1248, over 2474125.04 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07231, over 20715.45 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3737, pruned_loss=0.1131, over 2207982.16 frames. utt_duration=1299 frames, utt_pad_proportion=0.04235, over 6806.41 utterances.], giga_tot_loss[loss=0.3077, simple_loss=0.3637, pruned_loss=0.1259, over 2474442.14 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07419, over 21943.21 utterances.], batch size: 162, lr: 1.19e-03
2022-08-20 19:00:34,026 INFO [train.py:927] (2/8) Epoch 2, batch 4650, giga_loss[loss=0.3118, simple_loss=0.3625, pruned_loss=0.1305, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.3054, simple_loss=0.3638, pruned_loss=0.1235, over 2473761.99 frames. utt_duration=502 frames, utt_pad_proportion=0.0679, over 19766.80 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3714, pruned_loss=0.1121, over 2220184.42 frames. utt_duration=1308 frames, utt_pad_proportion=0.04063, over 6796.16 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3643, pruned_loss=0.1257, over 2474759.23 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07066, over 21393.09 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 19:02:21,329 INFO [train.py:927] (2/8) Epoch 2, batch 4700, giga_loss[loss=0.2827, simple_loss=0.3466, pruned_loss=0.1094, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02788, over 80.00 utterances.], tot_loss[loss=0.3085, simple_loss=0.367, pruned_loss=0.125, over 2474434.98 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06893, over 20062.52 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3734, pruned_loss=0.112, over 2226510.48 frames. utt_duration=1315 frames, utt_pad_proportion=0.03995, over 6781.33 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3655, pruned_loss=0.1271, over 2475201.66 frames. utt_duration=458.3 frames, utt_pad_proportion=0.0714, over 21671.86 utterances.], batch size: 80, lr: 1.19e-03
2022-08-20 19:04:04,821 INFO [train.py:927] (2/8) Epoch 2, batch 4750, giga_loss[loss=0.4452, simple_loss=0.4446, pruned_loss=0.2229, over 12344.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1937, over 364.00 utterances.], tot_loss[loss=0.3093, simple_loss=0.3669, pruned_loss=0.1259, over 2474778.75 frames. utt_duration=504 frames, utt_pad_proportion=0.06538, over 19699.68 utterances.], libri_tot_loss[loss=0.2979, simple_loss=0.3726, pruned_loss=0.1116, over 2235141.75 frames. utt_duration=1316 frames, utt_pad_proportion=0.03933, over 6801.60 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3661, pruned_loss=0.1284, over 2475335.16 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0681, over 21376.58 utterances.], batch size: 364, lr: 1.19e-03
2022-08-20 19:05:48,988 INFO [train.py:927] (2/8) Epoch 2, batch 4800, giga_loss[loss=0.2998, simple_loss=0.3557, pruned_loss=0.122, over 12347.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.3093, simple_loss=0.3665, pruned_loss=0.1261, over 2475172.21 frames. utt_duration=499.9 frames, utt_pad_proportion=0.065, over 19863.22 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3717, pruned_loss=0.111, over 2242607.11 frames. utt_duration=1314 frames, utt_pad_proportion=0.03964, over 6837.18 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.3665, pruned_loss=0.1288, over 2475292.77 frames. utt_duration=461.6 frames, utt_pad_proportion=0.06738, over 21515.77 utterances.], batch size: 97, lr: 1.19e-03
2022-08-20 19:07:29,119 INFO [train.py:927] (2/8) Epoch 2, batch 4850, giga_loss[loss=0.2655, simple_loss=0.3455, pruned_loss=0.09278, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03008, over 70.00 utterances.], tot_loss[loss=0.3045, simple_loss=0.3633, pruned_loss=0.1229, over 2474779.25 frames. utt_duration=519.2 frames, utt_pad_proportion=0.0614, over 19119.42 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.37, pruned_loss=0.1102, over 2251317.46 frames. utt_duration=1312 frames, utt_pad_proportion=0.0397, over 6870.45 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3645, pruned_loss=0.1264, over 2475304.47 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06397, over 20897.22 utterances.], batch size: 70, lr: 1.19e-03
2022-08-20 19:09:13,165 INFO [train.py:927] (2/8) Epoch 2, batch 4900, giga_loss[loss=0.2866, simple_loss=0.3464, pruned_loss=0.1134, over 12432.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04158, over 146.00 utterances.], tot_loss[loss=0.302, simple_loss=0.3606, pruned_loss=0.1217, over 2474153.40 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06897, over 20063.75 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3702, pruned_loss=0.1107, over 2258019.88 frames. utt_duration=1312 frames, utt_pad_proportion=0.03885, over 6894.06 utterances.], giga_tot_loss[loss=0.305, simple_loss=0.3611, pruned_loss=0.1244, over 2474501.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07091, over 21817.86 utterances.], batch size: 146, lr: 1.18e-03
2022-08-20 19:11:01,365 INFO [train.py:927] (2/8) Epoch 2, batch 4950, giga_loss[loss=0.2984, simple_loss=0.3445, pruned_loss=0.1262, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02757, over 45.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3595, pruned_loss=0.1221, over 2474391.67 frames. utt_duration=493 frames, utt_pad_proportion=0.07058, over 20136.07 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3698, pruned_loss=0.1105, over 2262182.86 frames. utt_duration=1314 frames, utt_pad_proportion=0.03819, over 6893.18 utterances.], giga_tot_loss[loss=0.3045, simple_loss=0.36, pruned_loss=0.1245, over 2474780.90 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07237, over 21753.34 utterances.], batch size: 45, lr: 1.18e-03
2022-08-20 19:12:46,572 INFO [train.py:927] (2/8) Epoch 2, batch 5000, giga_loss[loss=0.2966, simple_loss=0.3774, pruned_loss=0.1079, over 12214.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03285, over 42.00 utterances.], tot_loss[loss=0.3083, simple_loss=0.3667, pruned_loss=0.1249, over 2473856.84 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07516, over 20534.18 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3735, pruned_loss=0.1111, over 2266333.09 frames. utt_duration=1314 frames, utt_pad_proportion=0.03768, over 6909.15 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3637, pruned_loss=0.1267, over 2474221.88 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07667, over 22059.60 utterances.], batch size: 42, lr: 1.18e-03
2022-08-20 19:14:34,056 INFO [train.py:927] (2/8) Epoch 2, batch 5050, giga_loss[loss=0.2787, simple_loss=0.337, pruned_loss=0.1102, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03499, over 37.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3692, pruned_loss=0.1244, over 2474522.47 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07023, over 20515.26 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3741, pruned_loss=0.1112, over 2268430.55 frames. utt_duration=1315 frames, utt_pad_proportion=0.03739, over 6908.05 utterances.], giga_tot_loss[loss=0.3089, simple_loss=0.3664, pruned_loss=0.1258, over 2474786.43 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07188, over 21835.28 utterances.], batch size: 37, lr: 1.18e-03
2022-08-20 19:16:18,162 INFO [train.py:927] (2/8) Epoch 2, batch 5100, giga_loss[loss=0.2982, simple_loss=0.3568, pruned_loss=0.1198, over 12351.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03694, over 122.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3699, pruned_loss=0.126, over 2474527.01 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07298, over 20635.45 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3734, pruned_loss=0.111, over 2271274.92 frames. utt_duration=1318 frames, utt_pad_proportion=0.03697, over 6902.46 utterances.], giga_tot_loss[loss=0.3115, simple_loss=0.3682, pruned_loss=0.1274, over 2474931.14 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07436, over 21847.98 utterances.], batch size: 122, lr: 1.18e-03
2022-08-20 19:18:04,973 INFO [train.py:927] (2/8) Epoch 2, batch 5150, giga_loss[loss=0.3428, simple_loss=0.3884, pruned_loss=0.1486, over 12370.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06565, over 183.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3698, pruned_loss=0.128, over 2474676.12 frames. utt_duration=459 frames, utt_pad_proportion=0.07739, over 21635.38 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3724, pruned_loss=0.1107, over 2276269.07 frames. utt_duration=1315 frames, utt_pad_proportion=0.03758, over 6933.83 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3691, pruned_loss=0.1296, over 2475020.36 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07834, over 22881.20 utterances.], batch size: 183, lr: 1.18e-03
2022-08-20 19:19:50,627 INFO [train.py:927] (2/8) Epoch 2, batch 5200, libri_loss[loss=0.2802, simple_loss=0.3628, pruned_loss=0.09883, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005306, over 33.00 utterances.], tot_loss[loss=0.3162, simple_loss=0.3722, pruned_loss=0.1301, over 2474133.25 frames. utt_duration=464 frames, utt_pad_proportion=0.07559, over 21397.66 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3751, pruned_loss=0.1121, over 2282636.39 frames. utt_duration=1314 frames, utt_pad_proportion=0.03771, over 6959.15 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.3692, pruned_loss=0.1308, over 2474838.16 frames. utt_duration=434.8 frames, utt_pad_proportion=0.0768, over 22845.87 utterances.], batch size: 33, lr: 1.18e-03
2022-08-20 19:21:37,100 INFO [train.py:927] (2/8) Epoch 2, batch 5250, giga_loss[loss=0.3118, simple_loss=0.3648, pruned_loss=0.1294, over 12377.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.3156, simple_loss=0.371, pruned_loss=0.1301, over 2473303.82 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07883, over 21035.90 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3751, pruned_loss=0.1122, over 2286168.01 frames. utt_duration=1303 frames, utt_pad_proportion=0.04233, over 7028.65 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3686, pruned_loss=0.131, over 2474086.38 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07856, over 22378.29 utterances.], batch size: 70, lr: 1.18e-03
2022-08-20 19:23:23,936 INFO [train.py:927] (2/8) Epoch 2, batch 5300, giga_loss[loss=0.2509, simple_loss=0.3143, pruned_loss=0.09374, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.0366, over 31.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3663, pruned_loss=0.1277, over 2473697.13 frames. utt_duration=475.5 frames, utt_pad_proportion=0.08038, over 20874.99 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3743, pruned_loss=0.1119, over 2289724.77 frames. utt_duration=1305 frames, utt_pad_proportion=0.04164, over 7027.15 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.3649, pruned_loss=0.129, over 2474460.80 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08048, over 22192.44 utterances.], batch size: 31, lr: 1.18e-03
2022-08-20 19:25:07,688 INFO [train.py:927] (2/8) Epoch 2, batch 5350, giga_loss[loss=0.2742, simple_loss=0.344, pruned_loss=0.1022, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02708, over 42.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.3646, pruned_loss=0.1256, over 2473455.59 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07634, over 19953.50 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3725, pruned_loss=0.111, over 2294476.10 frames. utt_duration=1311 frames, utt_pad_proportion=0.04072, over 7009.50 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3648, pruned_loss=0.1278, over 2474696.53 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07723, over 21390.51 utterances.], batch size: 42, lr: 1.18e-03
2022-08-20 19:27:02,221 INFO [train.py:927] (2/8) Epoch 2, batch 5400, libri_loss[loss=0.3786, simple_loss=0.4272, pruned_loss=0.165, over 12416.00 frames. utt_duration=444.9 frames, utt_pad_proportion=0.3059, over 112.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3654, pruned_loss=0.1276, over 2473230.64 frames. utt_duration=469.4 frames, utt_pad_proportion=0.08669, over 21141.68 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3722, pruned_loss=0.111, over 2297048.47 frames. utt_duration=1299 frames, utt_pad_proportion=0.04459, over 7080.40 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3656, pruned_loss=0.1295, over 2474278.09 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08585, over 22380.88 utterances.], batch size: 112, lr: 1.18e-03
2022-08-20 19:28:49,544 INFO [train.py:927] (2/8) Epoch 2, batch 5450, giga_loss[loss=0.272, simple_loss=0.355, pruned_loss=0.0945, over 12423.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03748, over 105.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3669, pruned_loss=0.127, over 2473803.51 frames. utt_duration=468.8 frames, utt_pad_proportion=0.08421, over 21175.56 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3716, pruned_loss=0.1111, over 2302031.71 frames. utt_duration=1301 frames, utt_pad_proportion=0.04369, over 7083.76 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3675, pruned_loss=0.1288, over 2474868.05 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08423, over 22525.26 utterances.], batch size: 105, lr: 1.17e-03
2022-08-20 19:30:33,527 INFO [train.py:927] (2/8) Epoch 2, batch 5500, giga_loss[loss=0.4109, simple_loss=0.4216, pruned_loss=0.2001, over 12335.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3691, pruned_loss=0.1264, over 2473652.02 frames. utt_duration=486.1 frames, utt_pad_proportion=0.08015, over 20417.47 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3717, pruned_loss=0.1112, over 2306963.14 frames. utt_duration=1301 frames, utt_pad_proportion=0.04359, over 7100.31 utterances.], giga_tot_loss[loss=0.3129, simple_loss=0.3693, pruned_loss=0.1283, over 2474653.42 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08075, over 21854.40 utterances.], batch size: 372, lr: 1.17e-03
2022-08-20 19:32:16,135 INFO [train.py:927] (2/8) Epoch 2, batch 5550, giga_loss[loss=0.4361, simple_loss=0.4388, pruned_loss=0.2167, over 12382.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3713, pruned_loss=0.129, over 2473859.12 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07773, over 20401.25 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3702, pruned_loss=0.1103, over 2313338.25 frames. utt_duration=1305 frames, utt_pad_proportion=0.04255, over 7098.33 utterances.], giga_tot_loss[loss=0.3182, simple_loss=0.3728, pruned_loss=0.1318, over 2474820.57 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07906, over 22053.60 utterances.], batch size: 260, lr: 1.17e-03
2022-08-20 19:33:59,131 INFO [train.py:927] (2/8) Epoch 2, batch 5600, giga_loss[loss=0.2952, simple_loss=0.3589, pruned_loss=0.1157, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03162, over 42.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3736, pruned_loss=0.1323, over 2473530.56 frames. utt_duration=445.3 frames, utt_pad_proportion=0.08784, over 22292.52 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3697, pruned_loss=0.1103, over 2318655.77 frames. utt_duration=1289 frames, utt_pad_proportion=0.04695, over 7201.04 utterances.], giga_tot_loss[loss=0.3228, simple_loss=0.3752, pruned_loss=0.1352, over 2474485.26 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08743, over 23960.34 utterances.], batch size: 42, lr: 1.17e-03
2022-08-20 19:35:42,038 INFO [train.py:927] (2/8) Epoch 2, batch 5650, giga_loss[loss=0.2964, simple_loss=0.3625, pruned_loss=0.1151, over 12384.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0594, over 182.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3719, pruned_loss=0.129, over 2473698.01 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08385, over 21647.84 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3694, pruned_loss=0.1102, over 2322170.45 frames. utt_duration=1278 frames, utt_pad_proportion=0.05085, over 7278.65 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3736, pruned_loss=0.1319, over 2474768.99 frames. utt_duration=427.4 frames, utt_pad_proportion=0.08297, over 23240.65 utterances.], batch size: 182, lr: 1.17e-03
2022-08-20 19:37:27,600 INFO [train.py:927] (2/8) Epoch 2, batch 5700, giga_loss[loss=0.29, simple_loss=0.3561, pruned_loss=0.112, over 12304.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03285, over 28.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.3714, pruned_loss=0.1274, over 2474111.70 frames. utt_duration=481 frames, utt_pad_proportion=0.07935, over 20639.20 utterances.], libri_tot_loss[loss=0.2944, simple_loss=0.3689, pruned_loss=0.11, over 2325800.18 frames. utt_duration=1280 frames, utt_pad_proportion=0.04988, over 7274.74 utterances.], giga_tot_loss[loss=0.3169, simple_loss=0.3732, pruned_loss=0.1303, over 2475095.33 frames. utt_duration=446.9 frames, utt_pad_proportion=0.0794, over 22229.34 utterances.], batch size: 28, lr: 1.17e-03
2022-08-20 19:39:14,480 INFO [train.py:927] (2/8) Epoch 2, batch 5750, giga_loss[loss=0.273, simple_loss=0.341, pruned_loss=0.1025, over 12350.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.0293, over 70.00 utterances.], tot_loss[loss=0.3127, simple_loss=0.3703, pruned_loss=0.1276, over 2474031.13 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07557, over 20790.99 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3683, pruned_loss=0.1099, over 2328278.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.05009, over 7291.86 utterances.], giga_tot_loss[loss=0.3164, simple_loss=0.3722, pruned_loss=0.1303, over 2475258.11 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07601, over 22291.54 utterances.], batch size: 70, lr: 1.17e-03
2022-08-20 19:41:01,097 INFO [train.py:927] (2/8) Epoch 2, batch 5800, giga_loss[loss=0.2991, simple_loss=0.3585, pruned_loss=0.1199, over 12458.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04254, over 114.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3676, pruned_loss=0.1267, over 2474468.35 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08002, over 21579.72 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3682, pruned_loss=0.1098, over 2331743.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.04913, over 7278.76 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3693, pruned_loss=0.1293, over 2475586.51 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08056, over 23092.06 utterances.], batch size: 114, lr: 1.17e-03
2022-08-20 19:42:44,240 INFO [train.py:927] (2/8) Epoch 2, batch 5850, libri_loss[loss=0.2979, simple_loss=0.3764, pruned_loss=0.1097, over 12384.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02573, over 43.00 utterances.], tot_loss[loss=0.3078, simple_loss=0.3652, pruned_loss=0.1252, over 2474182.88 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07835, over 20773.00 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3681, pruned_loss=0.1097, over 2336661.56 frames. utt_duration=1280 frames, utt_pad_proportion=0.04886, over 7311.62 utterances.], giga_tot_loss[loss=0.3111, simple_loss=0.3666, pruned_loss=0.1278, over 2475075.95 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07931, over 22396.77 utterances.], batch size: 43, lr: 1.17e-03
2022-08-20 19:44:24,004 INFO [train.py:927] (2/8) Epoch 2, batch 5900, giga_loss[loss=0.2778, simple_loss=0.3504, pruned_loss=0.1026, over 12419.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03352, over 75.00 utterances.], tot_loss[loss=0.3028, simple_loss=0.3621, pruned_loss=0.1218, over 2474474.82 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07328, over 20318.64 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3679, pruned_loss=0.1095, over 2337944.19 frames. utt_duration=1280 frames, utt_pad_proportion=0.04863, over 7313.54 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3633, pruned_loss=0.1242, over 2475244.99 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07452, over 21699.87 utterances.], batch size: 75, lr: 1.17e-03
2022-08-20 19:46:08,049 INFO [train.py:927] (2/8) Epoch 2, batch 5950, giga_loss[loss=0.3433, simple_loss=0.3835, pruned_loss=0.1515, over 12382.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07502, over 213.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.361, pruned_loss=0.1208, over 2474708.03 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07524, over 21349.01 utterances.], libri_tot_loss[loss=0.2935, simple_loss=0.3678, pruned_loss=0.1096, over 2341040.99 frames. utt_duration=1284 frames, utt_pad_proportion=0.04768, over 7298.89 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3619, pruned_loss=0.1229, over 2475573.93 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07653, over 22783.00 utterances.], batch size: 213, lr: 1.17e-03
2022-08-20 19:47:57,697 INFO [train.py:927] (2/8) Epoch 2, batch 6000, giga_loss[loss=0.2788, simple_loss=0.344, pruned_loss=0.1068, over 12381.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3611, pruned_loss=0.1208, over 2475208.42 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07593, over 21767.23 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3699, pruned_loss=0.11, over 2343632.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.04696, over 7282.09 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.36, pruned_loss=0.1224, over 2475955.42 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07721, over 23169.94 utterances.], batch size: 113, lr: 1.16e-03
2022-08-20 19:47:57,698 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 19:48:11,750 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2347, simple_loss=0.3352, pruned_loss=0.06714, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 19:49:55,969 INFO [train.py:927] (2/8) Epoch 2, batch 6050, giga_loss[loss=0.2812, simple_loss=0.3546, pruned_loss=0.1039, over 12436.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03808, over 105.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3612, pruned_loss=0.1209, over 2475248.11 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07433, over 21302.29 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3698, pruned_loss=0.1099, over 2344205.25 frames. utt_duration=1290 frames, utt_pad_proportion=0.04678, over 7277.68 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3604, pruned_loss=0.1222, over 2475913.36 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07553, over 22472.46 utterances.], batch size: 105, lr: 1.16e-03
2022-08-20 19:51:41,268 INFO [train.py:927] (2/8) Epoch 2, batch 6100, libri_loss[loss=0.2792, simple_loss=0.3423, pruned_loss=0.1081, over 12304.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005811, over 35.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3604, pruned_loss=0.1207, over 2475179.37 frames. utt_duration=456 frames, utt_pad_proportion=0.07566, over 21782.01 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.3687, pruned_loss=0.1096, over 2347850.61 frames. utt_duration=1295 frames, utt_pad_proportion=0.0457, over 7260.57 utterances.], giga_tot_loss[loss=0.3025, simple_loss=0.3604, pruned_loss=0.1223, over 2475923.14 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07703, over 23098.78 utterances.], batch size: 35, lr: 1.16e-03
2022-08-20 19:53:24,974 INFO [train.py:927] (2/8) Epoch 2, batch 6150, giga_loss[loss=0.2961, simple_loss=0.3612, pruned_loss=0.1155, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04448, over 31.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.3589, pruned_loss=0.1199, over 2474661.43 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07295, over 20762.72 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.367, pruned_loss=0.1091, over 2352486.45 frames. utt_duration=1303 frames, utt_pad_proportion=0.04448, over 7230.84 utterances.], giga_tot_loss[loss=0.302, simple_loss=0.36, pruned_loss=0.122, over 2475601.89 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07491, over 22360.16 utterances.], batch size: 31, lr: 1.16e-03
2022-08-20 19:55:10,615 INFO [train.py:927] (2/8) Epoch 2, batch 6200, giga_loss[loss=0.2771, simple_loss=0.3398, pruned_loss=0.1072, over 12390.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2993, simple_loss=0.3588, pruned_loss=0.12, over 2473379.39 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07243, over 19820.02 utterances.], libri_tot_loss[loss=0.2914, simple_loss=0.3653, pruned_loss=0.1088, over 2357774.39 frames. utt_duration=1311 frames, utt_pad_proportion=0.04312, over 7203.95 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3609, pruned_loss=0.1224, over 2474762.14 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07497, over 21758.38 utterances.], batch size: 62, lr: 1.16e-03
2022-08-20 19:56:57,271 INFO [train.py:927] (2/8) Epoch 2, batch 6250, giga_loss[loss=0.2862, simple_loss=0.3566, pruned_loss=0.1078, over 12367.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03167, over 58.00 utterances.], tot_loss[loss=0.3028, simple_loss=0.3609, pruned_loss=0.1224, over 2473772.61 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07698, over 20599.08 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3654, pruned_loss=0.1088, over 2359312.29 frames. utt_duration=1312 frames, utt_pad_proportion=0.04264, over 7200.95 utterances.], giga_tot_loss[loss=0.3057, simple_loss=0.3623, pruned_loss=0.1245, over 2475027.48 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07889, over 22303.37 utterances.], batch size: 58, lr: 1.16e-03
2022-08-20 19:58:46,374 INFO [train.py:927] (2/8) Epoch 2, batch 6300, giga_loss[loss=0.323, simple_loss=0.3781, pruned_loss=0.1339, over 12446.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03575, over 123.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3641, pruned_loss=0.1227, over 2474409.06 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07384, over 20922.21 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3666, pruned_loss=0.1085, over 2360771.66 frames. utt_duration=1315 frames, utt_pad_proportion=0.04218, over 7190.03 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3642, pruned_loss=0.1247, over 2475634.19 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07579, over 22464.45 utterances.], batch size: 123, lr: 1.16e-03
2022-08-20 20:00:34,042 INFO [train.py:927] (2/8) Epoch 2, batch 6350, giga_loss[loss=0.2521, simple_loss=0.3236, pruned_loss=0.09025, over 12370.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.02781, over 58.00 utterances.], tot_loss[loss=0.3056, simple_loss=0.3637, pruned_loss=0.1238, over 2474831.98 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07629, over 21439.04 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3657, pruned_loss=0.1084, over 2363940.45 frames. utt_duration=1306 frames, utt_pad_proportion=0.04594, over 7248.55 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3645, pruned_loss=0.126, over 2476001.81 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07708, over 23011.79 utterances.], batch size: 58, lr: 1.16e-03
2022-08-20 20:02:21,126 INFO [train.py:927] (2/8) Epoch 2, batch 6400, giga_loss[loss=0.2785, simple_loss=0.3484, pruned_loss=0.1043, over 12347.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02875, over 66.00 utterances.], tot_loss[loss=0.303, simple_loss=0.3613, pruned_loss=0.1224, over 2474615.91 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07623, over 20737.22 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3648, pruned_loss=0.1082, over 2367816.92 frames. utt_duration=1291 frames, utt_pad_proportion=0.05038, over 7343.54 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3626, pruned_loss=0.1249, over 2475991.97 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07612, over 22417.56 utterances.], batch size: 66, lr: 1.16e-03
2022-08-20 20:04:07,553 INFO [train.py:927] (2/8) Epoch 2, batch 6450, giga_loss[loss=0.2842, simple_loss=0.3502, pruned_loss=0.1092, over 12436.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03767, over 105.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.3612, pruned_loss=0.1236, over 2473900.86 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07559, over 20732.45 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3648, pruned_loss=0.1088, over 2369767.54 frames. utt_duration=1292 frames, utt_pad_proportion=0.0497, over 7345.54 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3623, pruned_loss=0.1254, over 2475138.58 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07591, over 22316.11 utterances.], batch size: 105, lr: 1.16e-03
2022-08-20 20:05:52,125 INFO [train.py:927] (2/8) Epoch 2, batch 6500, giga_loss[loss=0.3036, simple_loss=0.3571, pruned_loss=0.1251, over 12358.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03654, over 122.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.3624, pruned_loss=0.1229, over 2473986.24 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06964, over 20185.15 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3663, pruned_loss=0.1087, over 2371397.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04911, over 7336.38 utterances.], giga_tot_loss[loss=0.3054, simple_loss=0.3617, pruned_loss=0.1246, over 2474903.44 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07055, over 21621.30 utterances.], batch size: 122, lr: 1.16e-03
2022-08-20 20:07:35,249 INFO [train.py:927] (2/8) Epoch 2, batch 6550, giga_loss[loss=0.4015, simple_loss=0.4267, pruned_loss=0.1881, over 12404.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07654, over 213.00 utterances.], tot_loss[loss=0.307, simple_loss=0.3653, pruned_loss=0.1243, over 2474483.22 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06912, over 19900.79 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3672, pruned_loss=0.109, over 2374177.43 frames. utt_duration=1277 frames, utt_pad_proportion=0.0545, over 7442.80 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.3639, pruned_loss=0.1257, over 2474997.41 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06839, over 21241.68 utterances.], batch size: 213, lr: 1.16e-03
2022-08-20 20:09:20,599 INFO [train.py:927] (2/8) Epoch 2, batch 6600, giga_loss[loss=0.2543, simple_loss=0.3239, pruned_loss=0.09233, over 12379.00 frames. utt_duration=752 frames, utt_pad_proportion=0.0247, over 66.00 utterances.], tot_loss[loss=0.3063, simple_loss=0.3636, pruned_loss=0.1245, over 2474858.71 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07319, over 20066.48 utterances.], libri_tot_loss[loss=0.2924, simple_loss=0.3667, pruned_loss=0.109, over 2375105.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.05412, over 7429.41 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3629, pruned_loss=0.1257, over 2475315.55 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07258, over 21244.52 utterances.], batch size: 66, lr: 1.15e-03
2022-08-20 20:11:08,915 INFO [train.py:927] (2/8) Epoch 2, batch 6650, giga_loss[loss=0.2924, simple_loss=0.356, pruned_loss=0.1144, over 12313.00 frames. utt_duration=1450 frames, utt_pad_proportion=0.04867, over 34.00 utterances.], tot_loss[loss=0.3066, simple_loss=0.3634, pruned_loss=0.1249, over 2474489.27 frames. utt_duration=481.5 frames, utt_pad_proportion=0.08231, over 20619.78 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3666, pruned_loss=0.1096, over 2376650.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.05778, over 7507.56 utterances.], giga_tot_loss[loss=0.3071, simple_loss=0.3629, pruned_loss=0.1257, over 2474806.04 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0805, over 21654.39 utterances.], batch size: 34, lr: 1.15e-03
2022-08-20 20:12:53,311 INFO [train.py:927] (2/8) Epoch 2, batch 6700, giga_loss[loss=0.3062, simple_loss=0.356, pruned_loss=0.1282, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02702, over 45.00 utterances.], tot_loss[loss=0.3087, simple_loss=0.3649, pruned_loss=0.1262, over 2473548.94 frames. utt_duration=481.2 frames, utt_pad_proportion=0.08256, over 20626.19 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3665, pruned_loss=0.1096, over 2380458.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.06108, over 7592.06 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3646, pruned_loss=0.1274, over 2474275.57 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08037, over 21943.14 utterances.], batch size: 45, lr: 1.15e-03
2022-08-20 20:14:34,904 INFO [train.py:927] (2/8) Epoch 2, batch 6750, giga_loss[loss=0.318, simple_loss=0.3771, pruned_loss=0.1295, over 12414.00 frames. utt_duration=541.4 frames, utt_pad_proportion=0.0314, over 92.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3663, pruned_loss=0.1278, over 2473082.72 frames. utt_duration=483.7 frames, utt_pad_proportion=0.08, over 20513.66 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.3657, pruned_loss=0.1093, over 2382426.16 frames. utt_duration=1259 frames, utt_pad_proportion=0.06026, over 7579.19 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3667, pruned_loss=0.1295, over 2473988.48 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07878, over 21879.12 utterances.], batch size: 92, lr: 1.15e-03
2022-08-20 20:16:17,835 INFO [train.py:927] (2/8) Epoch 2, batch 6800, giga_loss[loss=0.3324, simple_loss=0.3854, pruned_loss=0.1397, over 12381.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06482, over 183.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.3691, pruned_loss=0.1286, over 2473862.42 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08246, over 21509.08 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3667, pruned_loss=0.1093, over 2385372.00 frames. utt_duration=1263 frames, utt_pad_proportion=0.05882, over 7562.02 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3686, pruned_loss=0.1305, over 2474348.91 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08206, over 23000.32 utterances.], batch size: 183, lr: 1.15e-03
2022-08-20 20:18:02,495 INFO [train.py:927] (2/8) Epoch 2, batch 6850, giga_loss[loss=0.2856, simple_loss=0.3453, pruned_loss=0.1129, over 12416.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.032, over 80.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3669, pruned_loss=0.1272, over 2473864.36 frames. utt_duration=466.5 frames, utt_pad_proportion=0.08041, over 21280.62 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3664, pruned_loss=0.1093, over 2387125.28 frames. utt_duration=1265 frames, utt_pad_proportion=0.05792, over 7558.75 utterances.], giga_tot_loss[loss=0.3124, simple_loss=0.3668, pruned_loss=0.129, over 2474247.32 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08064, over 22716.86 utterances.], batch size: 80, lr: 1.15e-03
2022-08-20 20:19:44,786 INFO [train.py:927] (2/8) Epoch 2, batch 6900, giga_loss[loss=0.313, simple_loss=0.3702, pruned_loss=0.1279, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.367, pruned_loss=0.1278, over 2474345.42 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07886, over 21149.18 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3664, pruned_loss=0.1096, over 2389006.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05834, over 7602.35 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3669, pruned_loss=0.1293, over 2474503.16 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07914, over 22493.12 utterances.], batch size: 162, lr: 1.15e-03
2022-08-20 20:21:31,229 INFO [train.py:927] (2/8) Epoch 2, batch 6950, giga_loss[loss=0.2843, simple_loss=0.3476, pruned_loss=0.1105, over 12413.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05028, over 161.00 utterances.], tot_loss[loss=0.3101, simple_loss=0.3659, pruned_loss=0.1271, over 2474326.12 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07495, over 20756.99 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3653, pruned_loss=0.1092, over 2391906.12 frames. utt_duration=1266 frames, utt_pad_proportion=0.05656, over 7565.93 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3668, pruned_loss=0.1294, over 2474872.08 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07617, over 22353.92 utterances.], batch size: 161, lr: 1.15e-03
2022-08-20 20:23:16,214 INFO [train.py:927] (2/8) Epoch 2, batch 7000, giga_loss[loss=0.3757, simple_loss=0.3905, pruned_loss=0.1804, over 12363.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2162, over 375.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.367, pruned_loss=0.1295, over 2474050.32 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08524, over 22117.67 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.3652, pruned_loss=0.1092, over 2393108.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.06038, over 7635.14 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3678, pruned_loss=0.1315, over 2474498.73 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08469, over 23502.11 utterances.], batch size: 375, lr: 1.15e-03
2022-08-20 20:24:59,221 INFO [train.py:927] (2/8) Epoch 2, batch 7050, giga_loss[loss=0.2327, simple_loss=0.3145, pruned_loss=0.07548, over 12473.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03946, over 26.00 utterances.], tot_loss[loss=0.3128, simple_loss=0.3676, pruned_loss=0.129, over 2474328.70 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07984, over 21708.91 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3656, pruned_loss=0.1091, over 2393356.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.06019, over 7625.97 utterances.], giga_tot_loss[loss=0.3146, simple_loss=0.3679, pruned_loss=0.1307, over 2474829.73 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07974, over 22866.89 utterances.], batch size: 26, lr: 1.15e-03
2022-08-20 20:26:41,481 INFO [train.py:927] (2/8) Epoch 2, batch 7100, giga_loss[loss=0.3448, simple_loss=0.3965, pruned_loss=0.1466, over 12369.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3699, pruned_loss=0.129, over 2474525.92 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08048, over 22129.44 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3677, pruned_loss=0.1093, over 2395689.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.0588, over 7591.29 utterances.], giga_tot_loss[loss=0.315, simple_loss=0.3683, pruned_loss=0.1309, over 2475362.63 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08099, over 23554.57 utterances.], batch size: 145, lr: 1.15e-03
2022-08-20 20:28:24,674 INFO [train.py:927] (2/8) Epoch 2, batch 7150, giga_loss[loss=0.312, simple_loss=0.3618, pruned_loss=0.1311, over 12368.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06569, over 183.00 utterances.], tot_loss[loss=0.3151, simple_loss=0.37, pruned_loss=0.1301, over 2474742.19 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07378, over 21817.55 utterances.], libri_tot_loss[loss=0.2937, simple_loss=0.3679, pruned_loss=0.1098, over 2397030.89 frames. utt_duration=1265 frames, utt_pad_proportion=0.05784, over 7586.54 utterances.], giga_tot_loss[loss=0.3158, simple_loss=0.3687, pruned_loss=0.1315, over 2475595.35 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07494, over 23206.27 utterances.], batch size: 183, lr: 1.15e-03
2022-08-20 20:30:10,830 INFO [train.py:927] (2/8) Epoch 2, batch 7200, giga_loss[loss=0.2636, simple_loss=0.3201, pruned_loss=0.1035, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03386, over 42.00 utterances.], tot_loss[loss=0.3128, simple_loss=0.3674, pruned_loss=0.1291, over 2474300.33 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07763, over 22338.42 utterances.], libri_tot_loss[loss=0.2928, simple_loss=0.3668, pruned_loss=0.1094, over 2399308.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.05649, over 7568.25 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.3673, pruned_loss=0.1311, over 2475014.10 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07892, over 23875.33 utterances.], batch size: 42, lr: 1.14e-03
2022-08-20 20:31:57,336 INFO [train.py:927] (2/8) Epoch 2, batch 7250, giga_loss[loss=0.2602, simple_loss=0.3254, pruned_loss=0.09743, over 12153.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.02967, over 36.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3619, pruned_loss=0.1254, over 2473893.68 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07125, over 21085.08 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.3661, pruned_loss=0.1092, over 2400619.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.05593, over 7538.13 utterances.], giga_tot_loss[loss=0.3087, simple_loss=0.3624, pruned_loss=0.1275, over 2474607.49 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07297, over 22579.79 utterances.], batch size: 36, lr: 1.14e-03
2022-08-20 20:33:44,120 INFO [train.py:927] (2/8) Epoch 2, batch 7300, giga_loss[loss=0.2674, simple_loss=0.3339, pruned_loss=0.1004, over 12364.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.0308, over 51.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.3604, pruned_loss=0.1246, over 2474019.21 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07266, over 20779.74 utterances.], libri_tot_loss[loss=0.2921, simple_loss=0.366, pruned_loss=0.1091, over 2402456.50 frames. utt_duration=1275 frames, utt_pad_proportion=0.055, over 7543.74 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3607, pruned_loss=0.1267, over 2474571.17 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07442, over 22274.58 utterances.], batch size: 51, lr: 1.14e-03
2022-08-20 20:35:28,240 INFO [train.py:927] (2/8) Epoch 2, batch 7350, giga_loss[loss=0.2535, simple_loss=0.3377, pruned_loss=0.08461, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04106, over 113.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3586, pruned_loss=0.121, over 2474237.70 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07313, over 21811.25 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.3656, pruned_loss=0.1089, over 2403767.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.05405, over 7536.29 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3591, pruned_loss=0.1231, over 2475061.78 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0748, over 23299.58 utterances.], batch size: 113, lr: 1.14e-03
2022-08-20 20:37:20,283 INFO [train.py:927] (2/8) Epoch 2, batch 7400, giga_loss[loss=0.246, simple_loss=0.3243, pruned_loss=0.08384, over 12363.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03167, over 97.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3553, pruned_loss=0.1173, over 2475077.92 frames. utt_duration=437 frames, utt_pad_proportion=0.07169, over 22729.61 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3654, pruned_loss=0.1089, over 2404633.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.05366, over 7524.97 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.3558, pruned_loss=0.1191, over 2475581.24 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07319, over 24044.38 utterances.], batch size: 97, lr: 1.14e-03
2022-08-20 20:39:05,080 INFO [train.py:927] (2/8) Epoch 2, batch 7450, giga_loss[loss=0.2604, simple_loss=0.3454, pruned_loss=0.08765, over 12410.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3513, pruned_loss=0.1121, over 2475279.43 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07358, over 23006.08 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3647, pruned_loss=0.1083, over 2406599.71 frames. utt_duration=1281 frames, utt_pad_proportion=0.05252, over 7521.36 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.352, pruned_loss=0.1142, over 2475789.86 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07518, over 24467.95 utterances.], batch size: 133, lr: 1.14e-03
2022-08-20 20:40:50,728 INFO [train.py:927] (2/8) Epoch 2, batch 7500, giga_loss[loss=0.2521, simple_loss=0.3269, pruned_loss=0.08867, over 12338.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0283, over 66.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3503, pruned_loss=0.1098, over 2475556.61 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07019, over 23152.49 utterances.], libri_tot_loss[loss=0.2901, simple_loss=0.364, pruned_loss=0.1081, over 2407385.57 frames. utt_duration=1285 frames, utt_pad_proportion=0.05196, over 7501.65 utterances.], giga_tot_loss[loss=0.2874, simple_loss=0.3513, pruned_loss=0.1118, over 2476190.95 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07184, over 24552.96 utterances.], batch size: 66, lr: 1.14e-03
2022-08-20 20:42:33,723 INFO [train.py:927] (2/8) Epoch 2, batch 7550, giga_loss[loss=0.2419, simple_loss=0.316, pruned_loss=0.08394, over 12432.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04862, over 161.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3468, pruned_loss=0.1067, over 2475797.61 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0739, over 23597.89 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3637, pruned_loss=0.1079, over 2410157.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.05448, over 7560.44 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3473, pruned_loss=0.1084, over 2476233.36 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07447, over 25256.17 utterances.], batch size: 161, lr: 1.14e-03
2022-08-20 20:44:17,604 INFO [train.py:927] (2/8) Epoch 2, batch 7600, giga_loss[loss=0.2318, simple_loss=0.3172, pruned_loss=0.07317, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02895, over 48.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3467, pruned_loss=0.1058, over 2475859.19 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07287, over 23954.48 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3641, pruned_loss=0.1077, over 2411836.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.05333, over 7557.62 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3462, pruned_loss=0.1073, over 2476452.88 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07388, over 25735.64 utterances.], batch size: 48, lr: 1.14e-03
2022-08-20 20:46:00,743 INFO [train.py:927] (2/8) Epoch 2, batch 7650, libri_loss[loss=0.198, simple_loss=0.2789, pruned_loss=0.05858, over 12174.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008806, over 30.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3436, pruned_loss=0.1027, over 2475865.96 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07142, over 23676.40 utterances.], libri_tot_loss[loss=0.2889, simple_loss=0.3631, pruned_loss=0.1074, over 2412745.21 frames. utt_duration=1271 frames, utt_pad_proportion=0.05693, over 7604.75 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3438, pruned_loss=0.1042, over 2476993.41 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07151, over 25439.80 utterances.], batch size: 30, lr: 1.14e-03
2022-08-20 20:47:43,512 INFO [train.py:927] (2/8) Epoch 2, batch 7700, giga_loss[loss=0.2487, simple_loss=0.3319, pruned_loss=0.0827, over 12423.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3378, pruned_loss=0.09816, over 2475746.90 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06923, over 23253.38 utterances.], libri_tot_loss[loss=0.2881, simple_loss=0.3622, pruned_loss=0.107, over 2413311.20 frames. utt_duration=1275 frames, utt_pad_proportion=0.05635, over 7581.79 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3384, pruned_loss=0.09956, over 2476964.26 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06964, over 24871.57 utterances.], batch size: 75, lr: 1.14e-03
2022-08-20 20:49:24,183 INFO [train.py:927] (2/8) Epoch 2, batch 7750, giga_loss[loss=0.2805, simple_loss=0.3558, pruned_loss=0.1026, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3367, pruned_loss=0.09728, over 2475615.93 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0669, over 22655.64 utterances.], libri_tot_loss[loss=0.2883, simple_loss=0.3627, pruned_loss=0.1069, over 2415091.19 frames. utt_duration=1269 frames, utt_pad_proportion=0.0569, over 7623.48 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3358, pruned_loss=0.09813, over 2476930.28 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06737, over 24407.77 utterances.], batch size: 146, lr: 1.14e-03
2022-08-20 20:51:21,512 INFO [train.py:927] (2/8) Epoch 2, batch 7800, giga_loss[loss=0.2685, simple_loss=0.3494, pruned_loss=0.09382, over 12405.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.02898, over 122.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3386, pruned_loss=0.09769, over 2476051.20 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06627, over 23366.49 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3627, pruned_loss=0.1069, over 2416772.15 frames. utt_duration=1265 frames, utt_pad_proportion=0.05686, over 7649.50 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3373, pruned_loss=0.09818, over 2477231.86 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06674, over 25168.69 utterances.], batch size: 122, lr: 1.13e-03
2022-08-20 20:53:20,183 INFO [train.py:927] (2/8) Epoch 2, batch 7850, libri_loss[loss=0.2565, simple_loss=0.3318, pruned_loss=0.09055, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006021, over 32.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3379, pruned_loss=0.09615, over 2475836.33 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06474, over 22711.09 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3626, pruned_loss=0.1069, over 2418243.81 frames. utt_duration=1256 frames, utt_pad_proportion=0.05954, over 7708.53 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3361, pruned_loss=0.09622, over 2477038.20 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06444, over 24524.40 utterances.], batch size: 32, lr: 1.13e-03
2022-08-20 20:55:23,873 INFO [train.py:927] (2/8) Epoch 2, batch 7900, giga_loss[loss=0.2444, simple_loss=0.3227, pruned_loss=0.08301, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04442, over 146.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3347, pruned_loss=0.09409, over 2476408.82 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0677, over 24001.48 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3626, pruned_loss=0.1069, over 2418840.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.05905, over 7703.45 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3332, pruned_loss=0.094, over 2477326.41 frames. utt_duration=389 frames, utt_pad_proportion=0.06742, over 25560.46 utterances.], batch size: 146, lr: 1.13e-03
2022-08-20 20:57:34,083 INFO [train.py:927] (2/8) Epoch 2, batch 7950, libri_loss[loss=0.2629, simple_loss=0.3746, pruned_loss=0.07561, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006404, over 32.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3348, pruned_loss=0.09293, over 2476216.63 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06953, over 24342.82 utterances.], libri_tot_loss[loss=0.2892, simple_loss=0.3649, pruned_loss=0.1067, over 2419650.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05814, over 7698.72 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3308, pruned_loss=0.09275, over 2477526.84 frames. utt_duration=383 frames, utt_pad_proportion=0.06952, over 25966.91 utterances.], batch size: 32, lr: 1.13e-03
2022-08-20 20:59:31,417 INFO [train.py:927] (2/8) Epoch 2, batch 8000, giga_loss[loss=0.3088, simple_loss=0.3501, pruned_loss=0.1338, over 12413.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09659, over 256.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3336, pruned_loss=0.09278, over 2476576.35 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06734, over 24173.03 utterances.], libri_tot_loss[loss=0.2889, simple_loss=0.365, pruned_loss=0.1064, over 2420629.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05813, over 7708.92 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3298, pruned_loss=0.09264, over 2477738.22 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06749, over 25738.80 utterances.], batch size: 256, lr: 1.13e-03
2022-08-20 21:01:39,906 INFO [train.py:927] (2/8) Epoch 2, batch 8050, giga_loss[loss=0.206, simple_loss=0.2989, pruned_loss=0.05656, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3338, pruned_loss=0.09218, over 2476574.74 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06593, over 24104.31 utterances.], libri_tot_loss[loss=0.2886, simple_loss=0.3647, pruned_loss=0.1063, over 2421721.68 frames. utt_duration=1257 frames, utt_pad_proportion=0.05806, over 7718.62 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3304, pruned_loss=0.09193, over 2477521.75 frames. utt_duration=387.8 frames, utt_pad_proportion=0.0662, over 25641.73 utterances.], batch size: 75, lr: 1.13e-03
2022-08-20 21:03:50,608 INFO [train.py:927] (2/8) Epoch 2, batch 8100, giga_loss[loss=0.2155, simple_loss=0.2985, pruned_loss=0.0662, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03982, over 28.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3296, pruned_loss=0.08958, over 2477084.24 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06364, over 23697.45 utterances.], libri_tot_loss[loss=0.2881, simple_loss=0.3641, pruned_loss=0.1061, over 2422711.70 frames. utt_duration=1260 frames, utt_pad_proportion=0.05721, over 7699.45 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3269, pruned_loss=0.08925, over 2477920.53 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06424, over 25218.73 utterances.], batch size: 28, lr: 1.13e-03
2022-08-20 21:05:53,129 INFO [train.py:927] (2/8) Epoch 2, batch 8150, giga_loss[loss=0.2778, simple_loss=0.3641, pruned_loss=0.09578, over 12371.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03078, over 85.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3325, pruned_loss=0.09019, over 2477519.75 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06239, over 23867.10 utterances.], libri_tot_loss[loss=0.2876, simple_loss=0.3633, pruned_loss=0.106, over 2423885.91 frames. utt_duration=1263 frames, utt_pad_proportion=0.05654, over 7687.49 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3301, pruned_loss=0.08959, over 2478602.86 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06319, over 25539.87 utterances.], batch size: 85, lr: 1.13e-03
2022-08-20 21:07:56,460 INFO [train.py:927] (2/8) Epoch 2, batch 8200, giga_loss[loss=0.226, simple_loss=0.3178, pruned_loss=0.06705, over 12361.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02917, over 91.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3326, pruned_loss=0.08891, over 2477022.33 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06416, over 24350.59 utterances.], libri_tot_loss[loss=0.2868, simple_loss=0.3625, pruned_loss=0.1056, over 2425176.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.05568, over 7686.01 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3304, pruned_loss=0.08826, over 2478409.31 frames. utt_duration=379.2 frames, utt_pad_proportion=0.065, over 26228.57 utterances.], batch size: 91, lr: 1.13e-03
2022-08-20 21:10:04,751 INFO [train.py:927] (2/8) Epoch 2, batch 8250, giga_loss[loss=0.2299, simple_loss=0.316, pruned_loss=0.07189, over 12397.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02901, over 62.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3326, pruned_loss=0.08865, over 2477612.17 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06264, over 23928.20 utterances.], libri_tot_loss[loss=0.2867, simple_loss=0.3624, pruned_loss=0.1055, over 2425450.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05546, over 7681.58 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3309, pruned_loss=0.08817, over 2478685.20 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06347, over 25467.06 utterances.], batch size: 62, lr: 1.13e-03
2022-08-20 21:12:31,590 INFO [train.py:927] (2/8) Epoch 2, batch 8300, giga_loss[loss=0.2716, simple_loss=0.3439, pruned_loss=0.09962, over 12389.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3333, pruned_loss=0.09035, over 2477741.40 frames. utt_duration=416 frames, utt_pad_proportion=0.06115, over 23891.87 utterances.], libri_tot_loss[loss=0.2861, simple_loss=0.3617, pruned_loss=0.1053, over 2426763.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05449, over 7675.39 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3317, pruned_loss=0.0897, over 2478796.95 frames. utt_duration=389 frames, utt_pad_proportion=0.06222, over 25570.51 utterances.], batch size: 133, lr: 1.13e-03
2022-08-20 21:14:37,663 INFO [train.py:927] (2/8) Epoch 2, batch 8350, giga_loss[loss=0.2412, simple_loss=0.3159, pruned_loss=0.08327, over 12373.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02966, over 85.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.329, pruned_loss=0.08774, over 2476992.10 frames. utt_duration=430.5 frames, utt_pad_proportion=0.05959, over 23080.69 utterances.], libri_tot_loss[loss=0.285, simple_loss=0.3607, pruned_loss=0.1046, over 2427746.05 frames. utt_duration=1269 frames, utt_pad_proportion=0.05384, over 7660.42 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3278, pruned_loss=0.08736, over 2478309.35 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06079, over 24871.38 utterances.], batch size: 85, lr: 1.13e-03
2022-08-20 21:16:40,721 INFO [train.py:927] (2/8) Epoch 2, batch 8400, giga_loss[loss=0.2663, simple_loss=0.3502, pruned_loss=0.09118, over 12437.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03268, over 75.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3275, pruned_loss=0.08722, over 2476989.99 frames. utt_duration=443.5 frames, utt_pad_proportion=0.06002, over 22401.97 utterances.], libri_tot_loss[loss=0.2839, simple_loss=0.3598, pruned_loss=0.104, over 2429243.34 frames. utt_duration=1277 frames, utt_pad_proportion=0.05201, over 7619.49 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.326, pruned_loss=0.08678, over 2478693.94 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0615, over 24486.74 utterances.], batch size: 75, lr: 1.13e-03
2022-08-20 21:18:44,600 INFO [train.py:927] (2/8) Epoch 2, batch 8450, giga_loss[loss=0.2508, simple_loss=0.3182, pruned_loss=0.09175, over 12359.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02841, over 85.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3296, pruned_loss=0.08852, over 2476366.13 frames. utt_duration=447.6 frames, utt_pad_proportion=0.06121, over 22189.18 utterances.], libri_tot_loss[loss=0.2838, simple_loss=0.3598, pruned_loss=0.1039, over 2430053.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05999, over 7762.12 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3278, pruned_loss=0.08792, over 2478091.24 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06028, over 24062.05 utterances.], batch size: 85, lr: 1.12e-03
2022-08-20 21:20:40,573 INFO [train.py:927] (2/8) Epoch 2, batch 8500, giga_loss[loss=0.219, simple_loss=0.3061, pruned_loss=0.06592, over 12361.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02924, over 70.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3289, pruned_loss=0.08964, over 2476217.86 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06098, over 22108.81 utterances.], libri_tot_loss[loss=0.2831, simple_loss=0.3587, pruned_loss=0.1038, over 2431274.20 frames. utt_duration=1258 frames, utt_pad_proportion=0.05852, over 7738.93 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3275, pruned_loss=0.08877, over 2477964.52 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06068, over 24091.55 utterances.], batch size: 70, lr: 1.12e-03
2022-08-20 21:22:54,518 INFO [train.py:927] (2/8) Epoch 2, batch 8550, giga_loss[loss=0.2608, simple_loss=0.3377, pruned_loss=0.09196, over 12309.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3295, pruned_loss=0.08933, over 2476217.49 frames. utt_duration=456 frames, utt_pad_proportion=0.0577, over 21780.09 utterances.], libri_tot_loss[loss=0.2829, simple_loss=0.3583, pruned_loss=0.1038, over 2431694.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05815, over 7741.73 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3283, pruned_loss=0.08851, over 2477842.80 frames. utt_duration=422.4 frames, utt_pad_proportion=0.05781, over 23532.92 utterances.], batch size: 45, lr: 1.12e-03
2022-08-20 21:25:15,478 INFO [train.py:927] (2/8) Epoch 2, batch 8600, giga_loss[loss=0.2192, simple_loss=0.2947, pruned_loss=0.07186, over 12306.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.03111, over 70.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3281, pruned_loss=0.08934, over 2476737.97 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06167, over 22927.35 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3578, pruned_loss=0.1036, over 2432412.47 frames. utt_duration=1260 frames, utt_pad_proportion=0.05747, over 7728.71 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3273, pruned_loss=0.08867, over 2477980.31 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06168, over 24495.40 utterances.], batch size: 70, lr: 1.12e-03
2022-08-20 21:27:22,685 INFO [train.py:927] (2/8) Epoch 2, batch 8650, giga_loss[loss=0.259, simple_loss=0.3209, pruned_loss=0.09849, over 12358.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3241, pruned_loss=0.08773, over 2477257.73 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06174, over 23368.24 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3581, pruned_loss=0.1036, over 2433136.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05685, over 7720.87 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3227, pruned_loss=0.08702, over 2478182.63 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06191, over 24812.54 utterances.], batch size: 97, lr: 1.12e-03
2022-08-20 21:29:14,399 INFO [train.py:927] (2/8) Epoch 2, batch 8700, giga_loss[loss=0.2778, simple_loss=0.3383, pruned_loss=0.1086, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03191, over 80.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3256, pruned_loss=0.08965, over 2477741.16 frames. utt_duration=432 frames, utt_pad_proportion=0.0587, over 23003.21 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3575, pruned_loss=0.1034, over 2434223.02 frames. utt_duration=1266 frames, utt_pad_proportion=0.05583, over 7701.07 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3243, pruned_loss=0.08889, over 2478470.88 frames. utt_duration=405.7 frames, utt_pad_proportion=0.05931, over 24507.80 utterances.], batch size: 80, lr: 1.12e-03
2022-08-20 21:31:19,152 INFO [train.py:927] (2/8) Epoch 2, batch 8750, giga_loss[loss=0.239, simple_loss=0.324, pruned_loss=0.07704, over 12373.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03142, over 97.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3241, pruned_loss=0.08815, over 2477854.18 frames. utt_duration=430.4 frames, utt_pad_proportion=0.05675, over 23092.03 utterances.], libri_tot_loss[loss=0.2815, simple_loss=0.3568, pruned_loss=0.1031, over 2435025.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.05479, over 7676.85 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3229, pruned_loss=0.08748, over 2478703.07 frames. utt_duration=402.8 frames, utt_pad_proportion=0.05766, over 24687.90 utterances.], batch size: 97, lr: 1.12e-03
2022-08-20 21:33:30,779 INFO [train.py:927] (2/8) Epoch 2, batch 8800, giga_loss[loss=0.2458, simple_loss=0.3249, pruned_loss=0.0833, over 12420.00 frames. utt_duration=513 frames, utt_pad_proportion=0.02847, over 97.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3227, pruned_loss=0.08676, over 2477708.06 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06099, over 23010.01 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3569, pruned_loss=0.1027, over 2436028.02 frames. utt_duration=1276 frames, utt_pad_proportion=0.05336, over 7646.71 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.08609, over 2478846.99 frames. utt_duration=400.7 frames, utt_pad_proportion=0.0619, over 24816.57 utterances.], batch size: 97, lr: 1.12e-03
2022-08-20 21:35:38,142 INFO [train.py:927] (2/8) Epoch 2, batch 8850, giga_loss[loss=0.2199, simple_loss=0.3031, pruned_loss=0.06838, over 12264.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.0238, over 54.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3234, pruned_loss=0.08656, over 2477546.41 frames. utt_duration=442.2 frames, utt_pad_proportion=0.06124, over 22470.07 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3567, pruned_loss=0.1022, over 2437250.54 frames. utt_duration=1284 frames, utt_pad_proportion=0.05192, over 7602.75 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08589, over 2478848.02 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06251, over 24518.19 utterances.], batch size: 54, lr: 1.12e-03
2022-08-20 21:37:35,775 INFO [train.py:927] (2/8) Epoch 2, batch 8900, giga_loss[loss=0.2366, simple_loss=0.3165, pruned_loss=0.07829, over 12379.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05529, over 181.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3231, pruned_loss=0.08728, over 2478012.91 frames. utt_duration=427.9 frames, utt_pad_proportion=0.062, over 23227.42 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3559, pruned_loss=0.102, over 2437821.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.0512, over 7576.94 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.321, pruned_loss=0.08663, over 2479231.60 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06317, over 25143.97 utterances.], batch size: 181, lr: 1.12e-03
2022-08-20 21:39:34,131 INFO [train.py:927] (2/8) Epoch 2, batch 8950, giga_loss[loss=0.2507, simple_loss=0.3357, pruned_loss=0.08284, over 12459.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03477, over 98.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3227, pruned_loss=0.08619, over 2477984.72 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06525, over 23394.89 utterances.], libri_tot_loss[loss=0.2781, simple_loss=0.3538, pruned_loss=0.1012, over 2439220.11 frames. utt_duration=1293 frames, utt_pad_proportion=0.05014, over 7556.88 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3215, pruned_loss=0.08575, over 2479509.85 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06631, over 25682.31 utterances.], batch size: 98, lr: 1.12e-03
2022-08-20 21:41:34,673 INFO [train.py:927] (2/8) Epoch 2, batch 9000, giga_loss[loss=0.2672, simple_loss=0.3465, pruned_loss=0.09393, over 12442.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04766, over 147.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3248, pruned_loss=0.08702, over 2478338.70 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06472, over 23797.98 utterances.], libri_tot_loss[loss=0.2779, simple_loss=0.3537, pruned_loss=0.1011, over 2439658.17 frames. utt_duration=1293 frames, utt_pad_proportion=0.04975, over 7558.30 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3237, pruned_loss=0.08663, over 2479484.21 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06573, over 25737.44 utterances.], batch size: 147, lr: 1.12e-03
2022-08-20 21:41:34,674 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 21:41:48,589 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2599, simple_loss=0.3981, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 21:43:52,038 INFO [train.py:927] (2/8) Epoch 2, batch 9050, giga_loss[loss=0.231, simple_loss=0.319, pruned_loss=0.07154, over 12389.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04128, over 133.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3233, pruned_loss=0.08566, over 2478212.29 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06396, over 24254.64 utterances.], libri_tot_loss[loss=0.278, simple_loss=0.3542, pruned_loss=0.1009, over 2439940.88 frames. utt_duration=1294 frames, utt_pad_proportion=0.04959, over 7549.51 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3218, pruned_loss=0.08544, over 2479026.58 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06486, over 25857.99 utterances.], batch size: 133, lr: 1.12e-03
2022-08-20 21:45:51,240 INFO [train.py:927] (2/8) Epoch 2, batch 9100, giga_loss[loss=0.2607, simple_loss=0.3277, pruned_loss=0.09685, over 12362.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3224, pruned_loss=0.08506, over 2477737.68 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06501, over 24197.72 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3562, pruned_loss=0.1014, over 2440480.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.04986, over 7575.28 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.319, pruned_loss=0.08421, over 2478397.18 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06566, over 25674.62 utterances.], batch size: 97, lr: 1.11e-03
2022-08-20 21:48:01,075 INFO [train.py:927] (2/8) Epoch 2, batch 9150, giga_loss[loss=0.2481, simple_loss=0.3232, pruned_loss=0.08646, over 12347.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03031, over 51.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3249, pruned_loss=0.08687, over 2477498.39 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06935, over 25139.85 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3575, pruned_loss=0.1022, over 2440409.11 frames. utt_duration=1291 frames, utt_pad_proportion=0.04968, over 7569.41 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3209, pruned_loss=0.08539, over 2478256.56 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06973, over 26381.95 utterances.], batch size: 51, lr: 1.11e-03
2022-08-20 21:49:55,252 INFO [train.py:927] (2/8) Epoch 2, batch 9200, giga_loss[loss=0.2575, simple_loss=0.3406, pruned_loss=0.08722, over 12422.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03028, over 122.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3274, pruned_loss=0.08928, over 2477829.47 frames. utt_duration=387 frames, utt_pad_proportion=0.06751, over 25691.64 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3575, pruned_loss=0.1029, over 2440801.70 frames. utt_duration=1291 frames, utt_pad_proportion=0.04929, over 7569.73 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.08746, over 2478408.59 frames. utt_duration=371 frames, utt_pad_proportion=0.068, over 26808.90 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 21:52:04,040 INFO [train.py:927] (2/8) Epoch 2, batch 9250, giga_loss[loss=0.249, simple_loss=0.3275, pruned_loss=0.08528, over 12411.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06965, over 212.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3298, pruned_loss=0.08966, over 2478050.68 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06754, over 25849.02 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3574, pruned_loss=0.1029, over 2441056.32 frames. utt_duration=1290 frames, utt_pad_proportion=0.04922, over 7578.96 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.327, pruned_loss=0.08807, over 2478607.95 frames. utt_duration=370 frames, utt_pad_proportion=0.06802, over 26885.00 utterances.], batch size: 212, lr: 1.11e-03
2022-08-20 21:54:14,677 INFO [train.py:927] (2/8) Epoch 2, batch 9300, giga_loss[loss=0.2216, simple_loss=0.2884, pruned_loss=0.07743, over 12363.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1756, over 356.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.328, pruned_loss=0.08886, over 2478416.05 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06945, over 25726.95 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3571, pruned_loss=0.1028, over 2441912.30 frames. utt_duration=1292 frames, utt_pad_proportion=0.04828, over 7570.48 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3253, pruned_loss=0.08739, over 2478931.74 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07011, over 26979.50 utterances.], batch size: 356, lr: 1.11e-03
2022-08-20 21:56:16,796 INFO [train.py:927] (2/8) Epoch 2, batch 9350, giga_loss[loss=0.2206, simple_loss=0.3003, pruned_loss=0.07044, over 12273.00 frames. utt_duration=963.5 frames, utt_pad_proportion=0.03649, over 51.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3271, pruned_loss=0.08851, over 2478368.01 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07045, over 25840.75 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3574, pruned_loss=0.1027, over 2443030.12 frames. utt_duration=1288 frames, utt_pad_proportion=0.04808, over 7595.96 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.324, pruned_loss=0.0871, over 2478570.18 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07114, over 27235.23 utterances.], batch size: 51, lr: 1.11e-03
2022-08-20 21:58:27,989 INFO [train.py:927] (2/8) Epoch 2, batch 9400, giga_loss[loss=0.2396, simple_loss=0.3171, pruned_loss=0.08106, over 12429.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07606, over 213.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3265, pruned_loss=0.08882, over 2477981.01 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06744, over 25531.86 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3578, pruned_loss=0.1029, over 2443236.74 frames. utt_duration=1286 frames, utt_pad_proportion=0.04766, over 7607.84 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3232, pruned_loss=0.08731, over 2478585.13 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06834, over 26942.86 utterances.], batch size: 213, lr: 1.11e-03
2022-08-20 22:00:30,494 INFO [train.py:927] (2/8) Epoch 2, batch 9450, giga_loss[loss=0.2479, simple_loss=0.3304, pruned_loss=0.08267, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3245, pruned_loss=0.08675, over 2478102.63 frames. utt_duration=399.9 frames, utt_pad_proportion=0.0641, over 24860.29 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3566, pruned_loss=0.1023, over 2444021.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.04694, over 7585.75 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3222, pruned_loss=0.08571, over 2478656.75 frames. utt_duration=377 frames, utt_pad_proportion=0.06529, over 26380.62 utterances.], batch size: 133, lr: 1.11e-03
2022-08-20 22:02:22,833 INFO [train.py:927] (2/8) Epoch 2, batch 9500, giga_loss[loss=0.2212, simple_loss=0.3084, pruned_loss=0.06694, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03026, over 85.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3253, pruned_loss=0.08617, over 2478006.60 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06505, over 24438.85 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3556, pruned_loss=0.1021, over 2445010.03 frames. utt_duration=1296 frames, utt_pad_proportion=0.04553, over 7556.83 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08497, over 2478770.45 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06643, over 26283.72 utterances.], batch size: 85, lr: 1.11e-03
2022-08-20 22:04:32,972 INFO [train.py:927] (2/8) Epoch 2, batch 9550, giga_loss[loss=0.2494, simple_loss=0.3307, pruned_loss=0.08409, over 12432.00 frames. utt_duration=508.4 frames, utt_pad_proportion=0.02782, over 98.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3255, pruned_loss=0.08572, over 2478132.60 frames. utt_duration=408 frames, utt_pad_proportion=0.06609, over 24368.56 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3554, pruned_loss=0.1019, over 2445574.72 frames. utt_duration=1298 frames, utt_pad_proportion=0.04481, over 7542.79 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3235, pruned_loss=0.08465, over 2478831.97 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06743, over 26160.71 utterances.], batch size: 98, lr: 1.11e-03
2022-08-20 22:06:46,868 INFO [train.py:927] (2/8) Epoch 2, batch 9600, giga_loss[loss=0.277, simple_loss=0.3553, pruned_loss=0.09936, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03741, over 37.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3281, pruned_loss=0.08595, over 2478036.98 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06404, over 24277.63 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3573, pruned_loss=0.1024, over 2445906.43 frames. utt_duration=1295 frames, utt_pad_proportion=0.04539, over 7566.40 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3245, pruned_loss=0.08448, over 2478717.20 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06519, over 25889.21 utterances.], batch size: 37, lr: 1.11e-03
2022-08-20 22:09:00,495 INFO [train.py:927] (2/8) Epoch 2, batch 9650, giga_loss[loss=0.2979, simple_loss=0.3558, pruned_loss=0.12, over 12416.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07706, over 213.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3288, pruned_loss=0.08621, over 2478729.53 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06348, over 24504.46 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3562, pruned_loss=0.1019, over 2446916.88 frames. utt_duration=1300 frames, utt_pad_proportion=0.04442, over 7539.62 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3261, pruned_loss=0.08498, over 2479239.42 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06479, over 26304.77 utterances.], batch size: 213, lr: 1.11e-03
2022-08-20 22:11:21,034 INFO [train.py:927] (2/8) Epoch 2, batch 9700, giga_loss[loss=0.2045, simple_loss=0.2853, pruned_loss=0.06185, over 12270.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02599, over 42.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3287, pruned_loss=0.08579, over 2478300.44 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06033, over 23831.72 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3558, pruned_loss=0.1018, over 2447294.96 frames. utt_duration=1300 frames, utt_pad_proportion=0.04418, over 7536.20 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3267, pruned_loss=0.08485, over 2478647.99 frames. utt_duration=391.6 frames, utt_pad_proportion=0.0617, over 25395.89 utterances.], batch size: 42, lr: 1.11e-03
2022-08-20 22:13:36,071 INFO [train.py:927] (2/8) Epoch 2, batch 9750, giga_loss[loss=0.213, simple_loss=0.3043, pruned_loss=0.06083, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02949, over 75.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3247, pruned_loss=0.08316, over 2478283.18 frames. utt_duration=434.8 frames, utt_pad_proportion=0.0586, over 22860.54 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3558, pruned_loss=0.1019, over 2447420.49 frames. utt_duration=1299 frames, utt_pad_proportion=0.04416, over 7544.52 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.323, pruned_loss=0.08226, over 2478578.98 frames. utt_duration=411.8 frames, utt_pad_proportion=0.05985, over 24141.96 utterances.], batch size: 75, lr: 1.10e-03
2022-08-20 22:15:37,178 INFO [train.py:927] (2/8) Epoch 2, batch 9800, giga_loss[loss=0.2502, simple_loss=0.3279, pruned_loss=0.08623, over 12415.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05825, over 182.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3239, pruned_loss=0.0825, over 2478343.99 frames. utt_duration=423.5 frames, utt_pad_proportion=0.05973, over 23474.43 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3556, pruned_loss=0.1017, over 2447507.64 frames. utt_duration=1302 frames, utt_pad_proportion=0.04368, over 7526.42 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3224, pruned_loss=0.08173, over 2478911.86 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06085, over 24712.76 utterances.], batch size: 182, lr: 1.10e-03
2022-08-20 22:17:27,598 INFO [train.py:927] (2/8) Epoch 2, batch 9850, giga_loss[loss=0.2164, simple_loss=0.3, pruned_loss=0.06642, over 12314.00 frames. utt_duration=795.4 frames, utt_pad_proportion=0.03355, over 62.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.326, pruned_loss=0.08435, over 2478797.81 frames. utt_duration=411.7 frames, utt_pad_proportion=0.0653, over 24150.03 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.355, pruned_loss=0.1016, over 2448597.58 frames. utt_duration=1306 frames, utt_pad_proportion=0.04274, over 7510.97 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3245, pruned_loss=0.08331, over 2479104.28 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06625, over 25562.60 utterances.], batch size: 62, lr: 1.10e-03
2022-08-20 22:19:25,637 INFO [train.py:927] (2/8) Epoch 2, batch 9900, giga_loss[loss=0.2466, simple_loss=0.3153, pruned_loss=0.08893, over 12372.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03566, over 132.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3242, pruned_loss=0.08465, over 2479279.17 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06716, over 24943.91 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.355, pruned_loss=0.1017, over 2448775.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.04242, over 7512.86 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3227, pruned_loss=0.08359, over 2479632.05 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06794, over 26203.59 utterances.], batch size: 132, lr: 1.10e-03
2022-08-20 22:21:09,031 INFO [train.py:927] (2/8) Epoch 2, batch 9950, giga_loss[loss=0.2543, simple_loss=0.3358, pruned_loss=0.08643, over 12304.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.03788, over 26.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3317, pruned_loss=0.08962, over 2479010.77 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0676, over 24445.20 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3564, pruned_loss=0.1023, over 2449159.63 frames. utt_duration=1292 frames, utt_pad_proportion=0.04707, over 7589.32 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3291, pruned_loss=0.08814, over 2479216.53 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06718, over 25522.05 utterances.], batch size: 26, lr: 1.10e-03
2022-08-20 22:22:51,640 INFO [train.py:927] (2/8) Epoch 2, batch 10000, giga_loss[loss=0.2822, simple_loss=0.3452, pruned_loss=0.1096, over 12398.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04227, over 37.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3383, pruned_loss=0.09446, over 2476914.79 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0636, over 22196.71 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.356, pruned_loss=0.1022, over 2449457.62 frames. utt_duration=1296 frames, utt_pad_proportion=0.04615, over 7571.71 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3362, pruned_loss=0.09319, over 2477448.95 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06381, over 23417.75 utterances.], batch size: 37, lr: 1.10e-03
2022-08-20 22:24:32,093 INFO [train.py:927] (2/8) Epoch 2, batch 10050, libri_loss[loss=0.2408, simple_loss=0.3008, pruned_loss=0.09042, over 12390.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009207, over 30.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.332, pruned_loss=0.09261, over 2476812.20 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06229, over 20976.69 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3553, pruned_loss=0.1019, over 2449749.02 frames. utt_duration=1298 frames, utt_pad_proportion=0.04564, over 7556.19 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3306, pruned_loss=0.09169, over 2477328.68 frames. utt_duration=448.8 frames, utt_pad_proportion=0.06274, over 22142.21 utterances.], batch size: 30, lr: 1.10e-03
2022-08-20 22:26:13,361 INFO [train.py:927] (2/8) Epoch 2, batch 10100, giga_loss[loss=0.223, simple_loss=0.2911, pruned_loss=0.07747, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04221, over 146.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3237, pruned_loss=0.09021, over 2475295.67 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06317, over 20636.81 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.355, pruned_loss=0.102, over 2449671.82 frames. utt_duration=1301 frames, utt_pad_proportion=0.04514, over 7539.94 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3226, pruned_loss=0.08935, over 2476139.86 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06373, over 21750.88 utterances.], batch size: 146, lr: 1.10e-03
2022-08-20 22:27:54,103 INFO [train.py:927] (2/8) Epoch 2, batch 10150, giga_loss[loss=0.2045, simple_loss=0.2709, pruned_loss=0.06908, over 12378.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03005, over 97.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3158, pruned_loss=0.08708, over 2474733.11 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06485, over 20667.66 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3542, pruned_loss=0.1017, over 2450249.14 frames. utt_duration=1305 frames, utt_pad_proportion=0.04445, over 7521.54 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3148, pruned_loss=0.08637, over 2475453.58 frames. utt_duration=454.7 frames, utt_pad_proportion=0.06552, over 21843.49 utterances.], batch size: 97, lr: 1.10e-03
2022-08-20 22:29:36,980 INFO [train.py:927] (2/8) Epoch 2, batch 10200, giga_loss[loss=0.2125, simple_loss=0.2835, pruned_loss=0.07073, over 12459.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04035, over 114.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3106, pruned_loss=0.08463, over 2474050.96 frames. utt_duration=507 frames, utt_pad_proportion=0.06286, over 19573.94 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.3541, pruned_loss=0.1017, over 2450768.11 frames. utt_duration=1305 frames, utt_pad_proportion=0.04364, over 7520.46 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3091, pruned_loss=0.08368, over 2474681.85 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06398, over 20793.10 utterances.], batch size: 114, lr: 1.10e-03
2022-08-20 22:31:21,646 INFO [train.py:927] (2/8) Epoch 2, batch 10250, giga_loss[loss=0.1984, simple_loss=0.2744, pruned_loss=0.06115, over 12406.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05631, over 162.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3052, pruned_loss=0.08192, over 2474186.93 frames. utt_duration=510.5 frames, utt_pad_proportion=0.063, over 19439.60 utterances.], libri_tot_loss[loss=0.2784, simple_loss=0.3537, pruned_loss=0.1015, over 2451177.94 frames. utt_duration=1306 frames, utt_pad_proportion=0.04314, over 7516.17 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3035, pruned_loss=0.08101, over 2474744.49 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06413, over 20619.95 utterances.], batch size: 162, lr: 1.10e-03
2022-08-20 22:33:04,233 INFO [train.py:927] (2/8) Epoch 2, batch 10300, giga_loss[loss=0.2004, simple_loss=0.2714, pruned_loss=0.06471, over 12405.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02501, over 48.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.2988, pruned_loss=0.07854, over 2474480.49 frames. utt_duration=533.8 frames, utt_pad_proportion=0.05876, over 18592.13 utterances.], libri_tot_loss[loss=0.2787, simple_loss=0.3539, pruned_loss=0.1017, over 2451389.05 frames. utt_duration=1306 frames, utt_pad_proportion=0.04298, over 7518.59 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.2971, pruned_loss=0.07754, over 2474836.04 frames. utt_duration=507.5 frames, utt_pad_proportion=0.05999, over 19562.20 utterances.], batch size: 48, lr: 1.10e-03
2022-08-20 22:34:46,100 INFO [train.py:927] (2/8) Epoch 2, batch 10350, giga_loss[loss=0.1861, simple_loss=0.2583, pruned_loss=0.05698, over 12482.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03553, over 40.00 utterances.], tot_loss[loss=0.224, simple_loss=0.2954, pruned_loss=0.07629, over 2474990.93 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05541, over 17806.61 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3557, pruned_loss=0.1027, over 2451792.09 frames. utt_duration=1309 frames, utt_pad_proportion=0.04253, over 7502.85 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2917, pruned_loss=0.0744, over 2475233.58 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05679, over 18726.28 utterances.], batch size: 40, lr: 1.10e-03
2022-08-20 22:36:27,921 INFO [train.py:927] (2/8) Epoch 2, batch 10400, giga_loss[loss=0.2581, simple_loss=0.3299, pruned_loss=0.09316, over 12365.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.2942, pruned_loss=0.07613, over 2474390.80 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05582, over 17931.78 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3556, pruned_loss=0.1027, over 2452458.67 frames. utt_duration=1312 frames, utt_pad_proportion=0.04156, over 7483.96 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2896, pruned_loss=0.07383, over 2474593.72 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05737, over 18975.07 utterances.], batch size: 58, lr: 1.09e-03
2022-08-20 22:38:09,982 INFO [train.py:927] (2/8) Epoch 2, batch 10450, giga_loss[loss=0.3083, simple_loss=0.3664, pruned_loss=0.1251, over 12424.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04897, over 161.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3085, pruned_loss=0.0851, over 2474184.70 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06176, over 18329.42 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.355, pruned_loss=0.1026, over 2452908.10 frames. utt_duration=1314 frames, utt_pad_proportion=0.04106, over 7478.15 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3041, pruned_loss=0.08287, over 2474388.76 frames. utt_duration=511.7 frames, utt_pad_proportion=0.063, over 19397.38 utterances.], batch size: 161, lr: 1.09e-03
2022-08-20 22:39:53,313 INFO [train.py:927] (2/8) Epoch 2, batch 10500, giga_loss[loss=0.2771, simple_loss=0.353, pruned_loss=0.1006, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03316, over 42.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.318, pruned_loss=0.08996, over 2472959.63 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05874, over 17526.73 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3544, pruned_loss=0.1025, over 2453397.25 frames. utt_duration=1314 frames, utt_pad_proportion=0.04077, over 7479.87 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3139, pruned_loss=0.08786, over 2473259.86 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06024, over 18667.39 utterances.], batch size: 42, lr: 1.09e-03
2022-08-20 22:41:35,440 INFO [train.py:927] (2/8) Epoch 2, batch 10550, giga_loss[loss=0.2743, simple_loss=0.3476, pruned_loss=0.1005, over 12366.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02825, over 91.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3221, pruned_loss=0.09075, over 2472829.58 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05883, over 17634.72 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3542, pruned_loss=0.1022, over 2453385.85 frames. utt_duration=1318 frames, utt_pad_proportion=0.04022, over 7454.50 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3185, pruned_loss=0.08911, over 2473435.49 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06029, over 18747.70 utterances.], batch size: 91, lr: 1.09e-03
2022-08-20 22:43:18,809 INFO [train.py:927] (2/8) Epoch 2, batch 10600, giga_loss[loss=0.2824, simple_loss=0.349, pruned_loss=0.1079, over 12422.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3269, pruned_loss=0.09353, over 2472653.85 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05683, over 17685.40 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3544, pruned_loss=0.1022, over 2453512.49 frames. utt_duration=1314 frames, utt_pad_proportion=0.0404, over 7476.91 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3237, pruned_loss=0.09222, over 2473189.54 frames. utt_duration=532.5 frames, utt_pad_proportion=0.0581, over 18629.59 utterances.], batch size: 133, lr: 1.09e-03
2022-08-20 22:45:02,946 INFO [train.py:927] (2/8) Epoch 2, batch 10650, libri_loss[loss=0.3425, simple_loss=0.4427, pruned_loss=0.1211, over 12445.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00642, over 35.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3334, pruned_loss=0.0959, over 2472160.40 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0575, over 17320.33 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.356, pruned_loss=0.1023, over 2454021.37 frames. utt_duration=1311 frames, utt_pad_proportion=0.04045, over 7496.25 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3287, pruned_loss=0.09447, over 2472618.04 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05867, over 18318.07 utterances.], batch size: 35, lr: 1.09e-03
2022-08-20 22:46:47,377 INFO [train.py:927] (2/8) Epoch 2, batch 10700, giga_loss[loss=0.2936, simple_loss=0.3647, pruned_loss=0.1113, over 12427.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03767, over 133.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.338, pruned_loss=0.09838, over 2472549.07 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05802, over 17561.53 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3555, pruned_loss=0.1022, over 2454389.06 frames. utt_duration=1301 frames, utt_pad_proportion=0.04405, over 7553.65 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.334, pruned_loss=0.09719, over 2473164.36 frames. utt_duration=532.6 frames, utt_pad_proportion=0.05776, over 18627.57 utterances.], batch size: 133, lr: 1.09e-03
2022-08-20 22:48:29,665 INFO [train.py:927] (2/8) Epoch 2, batch 10750, giga_loss[loss=0.2648, simple_loss=0.3428, pruned_loss=0.09342, over 12224.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03989, over 28.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3404, pruned_loss=0.09853, over 2471823.38 frames. utt_duration=571.8 frames, utt_pad_proportion=0.05541, over 17336.13 utterances.], libri_tot_loss[loss=0.28, simple_loss=0.3556, pruned_loss=0.1022, over 2454450.12 frames. utt_duration=1301 frames, utt_pad_proportion=0.04389, over 7556.88 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3371, pruned_loss=0.09756, over 2472332.09 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0554, over 18215.73 utterances.], batch size: 28, lr: 1.09e-03
2022-08-20 22:50:13,676 INFO [train.py:927] (2/8) Epoch 2, batch 10800, giga_loss[loss=0.2434, simple_loss=0.3252, pruned_loss=0.08077, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03609, over 40.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3394, pruned_loss=0.09698, over 2472744.91 frames. utt_duration=589.2 frames, utt_pad_proportion=0.05473, over 16829.90 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3553, pruned_loss=0.1023, over 2454802.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.04445, over 7584.61 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3366, pruned_loss=0.09605, over 2473223.74 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05469, over 17723.58 utterances.], batch size: 40, lr: 1.09e-03
2022-08-20 22:51:57,790 INFO [train.py:927] (2/8) Epoch 2, batch 10850, giga_loss[loss=0.3562, simple_loss=0.3682, pruned_loss=0.1721, over 12362.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3417, pruned_loss=0.1006, over 2473130.78 frames. utt_duration=564.8 frames, utt_pad_proportion=0.0574, over 17559.99 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3547, pruned_loss=0.1022, over 2454998.33 frames. utt_duration=1297 frames, utt_pad_proportion=0.04382, over 7578.99 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3396, pruned_loss=0.09985, over 2473853.42 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05757, over 18539.91 utterances.], batch size: 368, lr: 1.09e-03
2022-08-20 22:53:39,148 INFO [train.py:927] (2/8) Epoch 2, batch 10900, giga_loss[loss=0.2544, simple_loss=0.3315, pruned_loss=0.08862, over 12386.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3433, pruned_loss=0.1025, over 2473111.57 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05761, over 16947.74 utterances.], libri_tot_loss[loss=0.279, simple_loss=0.3548, pruned_loss=0.1016, over 2455814.68 frames. utt_duration=1301 frames, utt_pad_proportion=0.04259, over 7557.26 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3412, pruned_loss=0.1024, over 2473612.21 frames. utt_duration=547.4 frames, utt_pad_proportion=0.05846, over 18123.13 utterances.], batch size: 70, lr: 1.09e-03
2022-08-20 22:55:24,504 INFO [train.py:927] (2/8) Epoch 2, batch 10950, giga_loss[loss=0.3105, simple_loss=0.3636, pruned_loss=0.1287, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04284, over 146.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3424, pruned_loss=0.1033, over 2473615.01 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05768, over 17484.57 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3548, pruned_loss=0.102, over 2455845.04 frames. utt_duration=1301 frames, utt_pad_proportion=0.04232, over 7557.71 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3406, pruned_loss=0.1029, over 2474129.36 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05847, over 18492.99 utterances.], batch size: 146, lr: 1.09e-03
2022-08-20 22:57:09,304 INFO [train.py:927] (2/8) Epoch 2, batch 11000, libri_loss[loss=0.2412, simple_loss=0.3249, pruned_loss=0.07877, over 12207.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03818, over 27.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3419, pruned_loss=0.1028, over 2473730.57 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06283, over 18192.55 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3546, pruned_loss=0.102, over 2456385.55 frames. utt_duration=1293 frames, utt_pad_proportion=0.04564, over 7610.42 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3404, pruned_loss=0.1025, over 2474153.04 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06222, over 19225.95 utterances.], batch size: 27, lr: 1.09e-03
2022-08-20 22:58:55,042 INFO [train.py:927] (2/8) Epoch 2, batch 11050, giga_loss[loss=0.2919, simple_loss=0.3429, pruned_loss=0.1204, over 12387.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3388, pruned_loss=0.1008, over 2474364.40 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06363, over 18358.89 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3554, pruned_loss=0.1031, over 2456760.16 frames. utt_duration=1284 frames, utt_pad_proportion=0.04946, over 7665.14 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3364, pruned_loss=0.09968, over 2474889.84 frames. utt_duration=510.3 frames, utt_pad_proportion=0.062, over 19457.80 utterances.], batch size: 259, lr: 1.09e-03
2022-08-20 23:00:40,114 INFO [train.py:927] (2/8) Epoch 2, batch 11100, giga_loss[loss=0.2493, simple_loss=0.3127, pruned_loss=0.09298, over 12431.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03833, over 40.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3325, pruned_loss=0.0978, over 2474146.15 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06959, over 18924.35 utterances.], libri_tot_loss[loss=0.2809, simple_loss=0.3555, pruned_loss=0.1031, over 2456950.19 frames. utt_duration=1285 frames, utt_pad_proportion=0.04876, over 7655.87 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3302, pruned_loss=0.09678, over 2474714.89 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06838, over 19993.67 utterances.], batch size: 40, lr: 1.08e-03
2022-08-20 23:02:24,870 INFO [train.py:927] (2/8) Epoch 2, batch 11150, giga_loss[loss=0.2372, simple_loss=0.297, pruned_loss=0.08872, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03829, over 37.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3306, pruned_loss=0.0963, over 2473917.40 frames. utt_duration=516 frames, utt_pad_proportion=0.07235, over 19234.64 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3552, pruned_loss=0.1023, over 2457739.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04726, over 7604.24 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3281, pruned_loss=0.09595, over 2474418.78 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07208, over 20671.38 utterances.], batch size: 37, lr: 1.08e-03
2022-08-20 23:04:06,544 INFO [train.py:927] (2/8) Epoch 2, batch 11200, giga_loss[loss=0.2391, simple_loss=0.3109, pruned_loss=0.08363, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03353, over 62.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.328, pruned_loss=0.09447, over 2473746.99 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07005, over 18694.41 utterances.], libri_tot_loss[loss=0.2789, simple_loss=0.3543, pruned_loss=0.1018, over 2458026.94 frames. utt_duration=1298 frames, utt_pad_proportion=0.04658, over 7584.32 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3263, pruned_loss=0.09455, over 2474182.33 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07036, over 20056.37 utterances.], batch size: 62, lr: 1.08e-03
2022-08-20 23:05:48,834 INFO [train.py:927] (2/8) Epoch 2, batch 11250, giga_loss[loss=0.2574, simple_loss=0.3243, pruned_loss=0.0952, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05293, over 161.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3255, pruned_loss=0.0932, over 2473883.21 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06901, over 18449.80 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3553, pruned_loss=0.102, over 2458235.46 frames. utt_duration=1301 frames, utt_pad_proportion=0.04576, over 7567.77 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3227, pruned_loss=0.09286, over 2474391.99 frames. utt_duration=501.5 frames, utt_pad_proportion=0.0698, over 19793.84 utterances.], batch size: 161, lr: 1.08e-03
2022-08-20 23:07:32,725 INFO [train.py:927] (2/8) Epoch 2, batch 11300, giga_loss[loss=0.2217, simple_loss=0.2977, pruned_loss=0.07287, over 12373.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02812, over 70.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3215, pruned_loss=0.09149, over 2474022.71 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06895, over 18670.57 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3546, pruned_loss=0.1019, over 2458547.20 frames. utt_duration=1300 frames, utt_pad_proportion=0.04556, over 7574.42 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3191, pruned_loss=0.09117, over 2474521.66 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06986, over 19986.51 utterances.], batch size: 70, lr: 1.08e-03
2022-08-20 23:09:15,069 INFO [train.py:927] (2/8) Epoch 2, batch 11350, giga_loss[loss=0.2476, simple_loss=0.3066, pruned_loss=0.09433, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3174, pruned_loss=0.08951, over 2473038.37 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06831, over 18075.91 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.3546, pruned_loss=0.1018, over 2458768.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.04488, over 7567.06 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3149, pruned_loss=0.0891, over 2473490.32 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06948, over 19320.98 utterances.], batch size: 97, lr: 1.08e-03
2022-08-20 23:11:06,260 INFO [train.py:927] (2/8) Epoch 2, batch 11400, giga_loss[loss=0.2123, simple_loss=0.2922, pruned_loss=0.06618, over 12354.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3141, pruned_loss=0.08794, over 2472928.72 frames. utt_duration=570 frames, utt_pad_proportion=0.06415, over 17400.82 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3554, pruned_loss=0.1021, over 2458893.72 frames. utt_duration=1301 frames, utt_pad_proportion=0.04446, over 7566.54 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.311, pruned_loss=0.08724, over 2473357.53 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06561, over 18515.09 utterances.], batch size: 58, lr: 1.08e-03
2022-08-20 23:12:46,583 INFO [train.py:927] (2/8) Epoch 2, batch 11450, giga_loss[loss=0.1843, simple_loss=0.266, pruned_loss=0.05133, over 12353.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3125, pruned_loss=0.08748, over 2471872.87 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06216, over 16590.92 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3549, pruned_loss=0.1024, over 2459127.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04409, over 7577.54 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.309, pruned_loss=0.08621, over 2472491.79 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06392, over 17806.84 utterances.], batch size: 70, lr: 1.08e-03
2022-08-20 23:14:31,438 INFO [train.py:927] (2/8) Epoch 2, batch 11500, giga_loss[loss=0.236, simple_loss=0.3125, pruned_loss=0.07973, over 12324.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02954, over 66.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3166, pruned_loss=0.09061, over 2472128.57 frames. utt_duration=570 frames, utt_pad_proportion=0.06669, over 17393.12 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3543, pruned_loss=0.1021, over 2459266.63 frames. utt_duration=1298 frames, utt_pad_proportion=0.04415, over 7585.17 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3136, pruned_loss=0.08958, over 2472730.57 frames. utt_duration=535.3 frames, utt_pad_proportion=0.0679, over 18529.19 utterances.], batch size: 66, lr: 1.08e-03
2022-08-20 23:16:14,825 INFO [train.py:927] (2/8) Epoch 2, batch 11550, giga_loss[loss=0.3099, simple_loss=0.3645, pruned_loss=0.1277, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06052, over 182.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3242, pruned_loss=0.09576, over 2471710.77 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06579, over 17825.74 utterances.], libri_tot_loss[loss=0.2785, simple_loss=0.3535, pruned_loss=0.1017, over 2459452.27 frames. utt_duration=1302 frames, utt_pad_proportion=0.04336, over 7562.83 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3217, pruned_loss=0.09512, over 2472291.33 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0672, over 18970.42 utterances.], batch size: 182, lr: 1.08e-03
2022-08-20 23:17:58,656 INFO [train.py:927] (2/8) Epoch 2, batch 11600, giga_loss[loss=0.2955, simple_loss=0.3655, pruned_loss=0.1127, over 12443.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03538, over 123.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3314, pruned_loss=0.09985, over 2472313.28 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06506, over 18070.00 utterances.], libri_tot_loss[loss=0.2784, simple_loss=0.3534, pruned_loss=0.1017, over 2459608.20 frames. utt_duration=1303 frames, utt_pad_proportion=0.04267, over 7559.59 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3291, pruned_loss=0.09929, over 2472868.24 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06657, over 19156.06 utterances.], batch size: 123, lr: 1.08e-03
2022-08-20 23:19:41,389 INFO [train.py:927] (2/8) Epoch 2, batch 11650, giga_loss[loss=0.2837, simple_loss=0.3526, pruned_loss=0.1074, over 12363.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04301, over 133.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3377, pruned_loss=0.1021, over 2472632.58 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06271, over 17903.30 utterances.], libri_tot_loss[loss=0.2783, simple_loss=0.3534, pruned_loss=0.1016, over 2459700.16 frames. utt_duration=1304 frames, utt_pad_proportion=0.04251, over 7555.79 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3359, pruned_loss=0.1017, over 2473044.03 frames. utt_duration=527.8 frames, utt_pad_proportion=0.0641, over 18796.97 utterances.], batch size: 133, lr: 1.08e-03
2022-08-20 23:21:22,651 INFO [train.py:927] (2/8) Epoch 2, batch 11700, libri_loss[loss=0.2474, simple_loss=0.3238, pruned_loss=0.08546, over 12252.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004503, over 34.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3368, pruned_loss=0.09943, over 2472438.24 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06197, over 17710.94 utterances.], libri_tot_loss[loss=0.2779, simple_loss=0.3534, pruned_loss=0.1012, over 2460465.51 frames. utt_duration=1305 frames, utt_pad_proportion=0.0421, over 7549.79 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3343, pruned_loss=0.09952, over 2472830.96 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06376, over 19054.53 utterances.], batch size: 34, lr: 1.08e-03
2022-08-20 23:23:04,242 INFO [train.py:927] (2/8) Epoch 2, batch 11750, giga_loss[loss=0.2444, simple_loss=0.3188, pruned_loss=0.08504, over 12438.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04213, over 31.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3356, pruned_loss=0.09808, over 2472865.26 frames. utt_duration=565 frames, utt_pad_proportion=0.0616, over 17554.73 utterances.], libri_tot_loss[loss=0.2773, simple_loss=0.3528, pruned_loss=0.1009, over 2460636.28 frames. utt_duration=1302 frames, utt_pad_proportion=0.04204, over 7567.13 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3336, pruned_loss=0.09834, over 2473417.35 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06337, over 18936.96 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:24:48,635 INFO [train.py:927] (2/8) Epoch 2, batch 11800, giga_loss[loss=0.3166, simple_loss=0.3777, pruned_loss=0.1277, over 12404.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02453, over 66.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3376, pruned_loss=0.1004, over 2472967.59 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06963, over 18269.66 utterances.], libri_tot_loss[loss=0.2788, simple_loss=0.353, pruned_loss=0.1023, over 2460835.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.04632, over 7648.82 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3357, pruned_loss=0.09927, over 2473391.10 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06936, over 19429.68 utterances.], batch size: 66, lr: 1.08e-03
2022-08-20 23:26:33,424 INFO [train.py:927] (2/8) Epoch 2, batch 11850, giga_loss[loss=0.2484, simple_loss=0.3073, pruned_loss=0.09475, over 12117.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04458, over 33.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.34, pruned_loss=0.1019, over 2473046.13 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06717, over 18240.55 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3534, pruned_loss=0.1026, over 2460901.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.04662, over 7665.14 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3379, pruned_loss=0.1007, over 2473493.76 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06708, over 19283.12 utterances.], batch size: 33, lr: 1.07e-03
2022-08-20 23:28:17,692 INFO [train.py:927] (2/8) Epoch 2, batch 11900, libri_loss[loss=0.2284, simple_loss=0.316, pruned_loss=0.07039, over 12221.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007024, over 31.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3405, pruned_loss=0.1028, over 2473756.38 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06907, over 18399.20 utterances.], libri_tot_loss[loss=0.2792, simple_loss=0.3534, pruned_loss=0.1025, over 2460648.21 frames. utt_duration=1282 frames, utt_pad_proportion=0.047, over 7684.89 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3387, pruned_loss=0.102, over 2474503.33 frames. utt_duration=513 frames, utt_pad_proportion=0.06893, over 19349.56 utterances.], batch size: 31, lr: 1.07e-03
2022-08-20 23:30:01,203 INFO [train.py:927] (2/8) Epoch 2, batch 11950, giga_loss[loss=0.3163, simple_loss=0.3798, pruned_loss=0.1264, over 12435.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03729, over 133.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3411, pruned_loss=0.1019, over 2472825.71 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06863, over 18003.39 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3538, pruned_loss=0.1026, over 2460790.97 frames. utt_duration=1281 frames, utt_pad_proportion=0.04692, over 7692.47 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3393, pruned_loss=0.1012, over 2473330.05 frames. utt_duration=528 frames, utt_pad_proportion=0.06862, over 18790.33 utterances.], batch size: 133, lr: 1.07e-03
2022-08-20 23:31:43,589 INFO [train.py:927] (2/8) Epoch 2, batch 12000, giga_loss[loss=0.2358, simple_loss=0.3214, pruned_loss=0.07516, over 12370.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02582, over 66.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3425, pruned_loss=0.1005, over 2472927.94 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06318, over 17207.68 utterances.], libri_tot_loss[loss=0.2795, simple_loss=0.3549, pruned_loss=0.1021, over 2461261.63 frames. utt_duration=1287 frames, utt_pad_proportion=0.04571, over 7661.27 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3396, pruned_loss=0.1004, over 2473355.80 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06415, over 18243.76 utterances.], batch size: 66, lr: 1.07e-03
2022-08-20 23:31:43,590 INFO [train.py:958] (2/8) Computing validation loss
2022-08-20 23:31:57,443 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2301, simple_loss=0.3386, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 23:33:39,109 INFO [train.py:927] (2/8) Epoch 2, batch 12050, libri_loss[loss=0.264, simple_loss=0.3342, pruned_loss=0.09688, over 12473.00 frames. utt_duration=960.9 frames, utt_pad_proportion=0.06976, over 52.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3394, pruned_loss=0.09913, over 2472797.33 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06324, over 16686.16 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.3544, pruned_loss=0.1019, over 2461601.03 frames. utt_duration=1286 frames, utt_pad_proportion=0.04555, over 7663.46 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3374, pruned_loss=0.0991, over 2472978.12 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06421, over 17628.07 utterances.], batch size: 52, lr: 1.07e-03
2022-08-20 23:35:20,515 INFO [train.py:927] (2/8) Epoch 2, batch 12100, giga_loss[loss=0.2952, simple_loss=0.3616, pruned_loss=0.1144, over 12388.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03386, over 122.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3393, pruned_loss=0.09965, over 2472744.53 frames. utt_duration=589.1 frames, utt_pad_proportion=0.068, over 16832.31 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3546, pruned_loss=0.1023, over 2461732.13 frames. utt_duration=1274 frames, utt_pad_proportion=0.04942, over 7737.50 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3373, pruned_loss=0.09927, over 2472928.90 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06705, over 17632.71 utterances.], batch size: 122, lr: 1.07e-03
2022-08-20 23:37:01,615 INFO [train.py:927] (2/8) Epoch 2, batch 12150, giga_loss[loss=0.2787, simple_loss=0.3594, pruned_loss=0.09898, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3416, pruned_loss=0.1003, over 2471259.84 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06602, over 16056.09 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3554, pruned_loss=0.1021, over 2461244.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.04735, over 7664.07 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3386, pruned_loss=0.09999, over 2472430.13 frames. utt_duration=574 frames, utt_pad_proportion=0.06663, over 17273.26 utterances.], batch size: 133, lr: 1.07e-03
2022-08-20 23:38:45,918 INFO [train.py:927] (2/8) Epoch 2, batch 12200, giga_loss[loss=0.2896, simple_loss=0.3591, pruned_loss=0.11, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02863, over 70.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3409, pruned_loss=0.09995, over 2471019.05 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06768, over 16317.43 utterances.], libri_tot_loss[loss=0.2791, simple_loss=0.3547, pruned_loss=0.1017, over 2461048.39 frames. utt_duration=1287 frames, utt_pad_proportion=0.04694, over 7660.81 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3388, pruned_loss=0.1, over 2472276.68 frames. utt_duration=569 frames, utt_pad_proportion=0.06832, over 17424.71 utterances.], batch size: 70, lr: 1.07e-03
2022-08-20 23:40:27,735 INFO [train.py:927] (2/8) Epoch 2, batch 12250, giga_loss[loss=0.2268, simple_loss=0.3032, pruned_loss=0.07525, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02389, over 48.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.339, pruned_loss=0.09925, over 2471168.98 frames. utt_duration=614.3 frames, utt_pad_proportion=0.0627, over 16129.44 utterances.], libri_tot_loss[loss=0.2784, simple_loss=0.354, pruned_loss=0.1014, over 2461259.82 frames. utt_duration=1290 frames, utt_pad_proportion=0.04626, over 7639.78 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3376, pruned_loss=0.09953, over 2472160.56 frames. utt_duration=577.6 frames, utt_pad_proportion=0.06389, over 17165.97 utterances.], batch size: 48, lr: 1.07e-03
2022-08-20 23:42:09,944 INFO [train.py:927] (2/8) Epoch 2, batch 12300, giga_loss[loss=0.2513, simple_loss=0.3244, pruned_loss=0.08907, over 12354.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.05091, over 31.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3356, pruned_loss=0.09726, over 2471587.71 frames. utt_duration=637.4 frames, utt_pad_proportion=0.0576, over 15546.89 utterances.], libri_tot_loss[loss=0.2774, simple_loss=0.3529, pruned_loss=0.1009, over 2461266.57 frames. utt_duration=1294 frames, utt_pad_proportion=0.04524, over 7617.87 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.335, pruned_loss=0.09785, over 2472753.10 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05952, over 16697.24 utterances.], batch size: 31, lr: 1.07e-03
2022-08-20 23:43:50,626 INFO [train.py:927] (2/8) Epoch 2, batch 12350, giga_loss[loss=0.2457, simple_loss=0.3171, pruned_loss=0.08714, over 12411.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03364, over 80.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3351, pruned_loss=0.09717, over 2471393.50 frames. utt_duration=617.2 frames, utt_pad_proportion=0.05762, over 16055.99 utterances.], libri_tot_loss[loss=0.2774, simple_loss=0.3525, pruned_loss=0.1011, over 2461678.91 frames. utt_duration=1296 frames, utt_pad_proportion=0.04386, over 7607.13 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3342, pruned_loss=0.09737, over 2472399.16 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05995, over 17337.84 utterances.], batch size: 80, lr: 1.07e-03
2022-08-20 23:45:31,189 INFO [train.py:927] (2/8) Epoch 2, batch 12400, giga_loss[loss=0.2485, simple_loss=0.3064, pruned_loss=0.09536, over 12184.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.0308, over 36.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3314, pruned_loss=0.09609, over 2472327.84 frames. utt_duration=607 frames, utt_pad_proportion=0.05814, over 16332.79 utterances.], libri_tot_loss[loss=0.2771, simple_loss=0.3522, pruned_loss=0.101, over 2461545.32 frames. utt_duration=1298 frames, utt_pad_proportion=0.04356, over 7597.07 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3309, pruned_loss=0.09631, over 2473351.02 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06012, over 17435.43 utterances.], batch size: 36, lr: 1.07e-03
2022-08-20 23:47:13,473 INFO [train.py:927] (2/8) Epoch 2, batch 12450, giga_loss[loss=0.229, simple_loss=0.3002, pruned_loss=0.0789, over 12447.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04631, over 34.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3291, pruned_loss=0.09537, over 2471939.80 frames. utt_duration=613.8 frames, utt_pad_proportion=0.05583, over 16148.29 utterances.], libri_tot_loss[loss=0.2772, simple_loss=0.3521, pruned_loss=0.1011, over 2461885.30 frames. utt_duration=1298 frames, utt_pad_proportion=0.04334, over 7594.99 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3281, pruned_loss=0.0953, over 2472791.82 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05785, over 17285.17 utterances.], batch size: 34, lr: 1.07e-03
2022-08-20 23:48:55,405 INFO [train.py:927] (2/8) Epoch 2, batch 12500, giga_loss[loss=0.256, simple_loss=0.3298, pruned_loss=0.0911, over 12410.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03266, over 80.00 utterances.], tot_loss[loss=0.258, simple_loss=0.328, pruned_loss=0.09403, over 2472218.10 frames. utt_duration=635.3 frames, utt_pad_proportion=0.05175, over 15601.37 utterances.], libri_tot_loss[loss=0.2778, simple_loss=0.3528, pruned_loss=0.1014, over 2461687.47 frames. utt_duration=1296 frames, utt_pad_proportion=0.04334, over 7604.70 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3261, pruned_loss=0.09358, over 2473294.63 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05379, over 16678.86 utterances.], batch size: 80, lr: 1.07e-03
2022-08-20 23:50:36,488 INFO [train.py:927] (2/8) Epoch 2, batch 12550, giga_loss[loss=0.2632, simple_loss=0.3187, pruned_loss=0.1039, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02786, over 48.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3284, pruned_loss=0.09407, over 2472770.87 frames. utt_duration=651.8 frames, utt_pad_proportion=0.04892, over 15208.76 utterances.], libri_tot_loss[loss=0.2778, simple_loss=0.3524, pruned_loss=0.1016, over 2461961.13 frames. utt_duration=1298 frames, utt_pad_proportion=0.04248, over 7593.82 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3264, pruned_loss=0.0933, over 2473718.50 frames. utt_duration=607.6 frames, utt_pad_proportion=0.05123, over 16325.09 utterances.], batch size: 48, lr: 1.06e-03
2022-08-20 23:52:18,817 INFO [train.py:927] (2/8) Epoch 2, batch 12600, libri_loss[loss=0.3406, simple_loss=0.4063, pruned_loss=0.1375, over 12409.00 frames. utt_duration=418.5 frames, utt_pad_proportion=0.3472, over 119.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.33, pruned_loss=0.09475, over 2473540.31 frames. utt_duration=593 frames, utt_pad_proportion=0.05967, over 16725.61 utterances.], libri_tot_loss[loss=0.2782, simple_loss=0.3523, pruned_loss=0.102, over 2462083.70 frames. utt_duration=1277 frames, utt_pad_proportion=0.04864, over 7718.41 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3277, pruned_loss=0.09349, over 2474524.12 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05837, over 17758.53 utterances.], batch size: 119, lr: 1.06e-03
2022-08-20 23:54:00,151 INFO [train.py:927] (2/8) Epoch 2, batch 12650, giga_loss[loss=0.3222, simple_loss=0.3697, pruned_loss=0.1374, over 12401.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.33, pruned_loss=0.09441, over 2473142.18 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05897, over 17358.24 utterances.], libri_tot_loss[loss=0.2784, simple_loss=0.3525, pruned_loss=0.1022, over 2462267.07 frames. utt_duration=1277 frames, utt_pad_proportion=0.04786, over 7721.36 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3276, pruned_loss=0.09312, over 2474009.22 frames. utt_duration=540 frames, utt_pad_proportion=0.05837, over 18375.53 utterances.], batch size: 259, lr: 1.06e-03
2022-08-20 23:55:43,315 INFO [train.py:927] (2/8) Epoch 2, batch 12700, giga_loss[loss=0.2577, simple_loss=0.3279, pruned_loss=0.09377, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03055, over 58.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3328, pruned_loss=0.09569, over 2473209.15 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05592, over 17045.52 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3547, pruned_loss=0.1031, over 2462757.42 frames. utt_duration=1279 frames, utt_pad_proportion=0.04681, over 7710.82 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3282, pruned_loss=0.09362, over 2473773.39 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0561, over 18125.71 utterances.], batch size: 58, lr: 1.06e-03
2022-08-20 23:57:24,094 INFO [train.py:927] (2/8) Epoch 2, batch 12750, giga_loss[loss=0.4793, simple_loss=0.4662, pruned_loss=0.2462, over 12402.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05039, over 161.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3398, pruned_loss=0.1034, over 2472483.41 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05421, over 16717.14 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3555, pruned_loss=0.1043, over 2462927.20 frames. utt_duration=1282 frames, utt_pad_proportion=0.04574, over 7692.93 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3348, pruned_loss=0.1004, over 2473112.77 frames. utt_duration=554.2 frames, utt_pad_proportion=0.055, over 17897.67 utterances.], batch size: 161, lr: 1.06e-03
2022-08-20 23:59:06,151 INFO [train.py:927] (2/8) Epoch 2, batch 12800, giga_loss[loss=0.4421, simple_loss=0.4449, pruned_loss=0.2196, over 12391.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02644, over 70.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3607, pruned_loss=0.1299, over 2472133.32 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05225, over 16309.82 utterances.], libri_tot_loss[loss=0.2908, simple_loss=0.3596, pruned_loss=0.111, over 2463105.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.0455, over 7697.40 utterances.], giga_tot_loss[loss=0.2982, simple_loss=0.3527, pruned_loss=0.1219, over 2472815.71 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05323, over 17574.15 utterances.], batch size: 70, lr: 1.06e-03
2022-08-21 00:00:48,473 INFO [train.py:927] (2/8) Epoch 2, batch 12850, giga_loss[loss=0.3297, simple_loss=0.3646, pruned_loss=0.1474, over 12218.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03103, over 42.00 utterances.], tot_loss[loss=0.3261, simple_loss=0.37, pruned_loss=0.1411, over 2472204.76 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05185, over 15964.18 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.3605, pruned_loss=0.1131, over 2463045.31 frames. utt_duration=1285 frames, utt_pad_proportion=0.045, over 7678.02 utterances.], giga_tot_loss[loss=0.3147, simple_loss=0.363, pruned_loss=0.1333, over 2472919.49 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05293, over 17096.54 utterances.], batch size: 42, lr: 1.06e-03
2022-08-21 00:02:29,971 INFO [train.py:927] (2/8) Epoch 2, batch 12900, giga_loss[loss=0.3564, simple_loss=0.387, pruned_loss=0.1629, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03199, over 80.00 utterances.], tot_loss[loss=0.3321, simple_loss=0.3731, pruned_loss=0.1455, over 2472874.41 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05586, over 16691.09 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3613, pruned_loss=0.1148, over 2462920.59 frames. utt_duration=1287 frames, utt_pad_proportion=0.04466, over 7666.26 utterances.], giga_tot_loss[loss=0.3216, simple_loss=0.367, pruned_loss=0.1381, over 2473631.19 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05663, over 17667.64 utterances.], batch size: 80, lr: 1.06e-03
2022-08-21 00:04:10,981 INFO [train.py:927] (2/8) Epoch 2, batch 12950, giga_loss[loss=0.3206, simple_loss=0.3635, pruned_loss=0.1388, over 12464.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03604, over 43.00 utterances.], tot_loss[loss=0.3341, simple_loss=0.3724, pruned_loss=0.1479, over 2473285.05 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05721, over 17045.39 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3631, pruned_loss=0.1193, over 2463242.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.04407, over 7653.72 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.3662, pruned_loss=0.1388, over 2473870.69 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05807, over 18078.44 utterances.], batch size: 43, lr: 1.06e-03
2022-08-21 00:05:50,450 INFO [train.py:927] (2/8) Epoch 2, batch 13000, libri_loss[loss=0.4442, simple_loss=0.4571, pruned_loss=0.2157, over 12477.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007607, over 39.00 utterances.], tot_loss[loss=0.3308, simple_loss=0.3722, pruned_loss=0.1448, over 2473716.53 frames. utt_duration=583 frames, utt_pad_proportion=0.06116, over 17014.79 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3649, pruned_loss=0.1212, over 2463554.28 frames. utt_duration=1277 frames, utt_pad_proportion=0.04768, over 7723.57 utterances.], giga_tot_loss[loss=0.3192, simple_loss=0.3657, pruned_loss=0.1363, over 2474069.22 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06049, over 17942.00 utterances.], batch size: 39, lr: 1.06e-03
2022-08-21 00:07:29,895 INFO [train.py:927] (2/8) Epoch 2, batch 13050, giga_loss[loss=0.3515, simple_loss=0.3633, pruned_loss=0.1699, over 12363.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.04617, over 31.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3722, pruned_loss=0.1446, over 2473592.06 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06152, over 17318.36 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.366, pruned_loss=0.1227, over 2463620.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05176, over 7791.37 utterances.], giga_tot_loss[loss=0.3201, simple_loss=0.3663, pruned_loss=0.1369, over 2474000.30 frames. utt_duration=546.3 frames, utt_pad_proportion=0.0597, over 18162.78 utterances.], batch size: 31, lr: 1.06e-03
2022-08-21 00:09:13,397 INFO [train.py:927] (2/8) Epoch 2, batch 13100, giga_loss[loss=0.5348, simple_loss=0.4528, pruned_loss=0.3084, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03871, over 37.00 utterances.], tot_loss[loss=0.331, simple_loss=0.3715, pruned_loss=0.1452, over 2474171.22 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06447, over 18086.47 utterances.], libri_tot_loss[loss=0.3067, simple_loss=0.3664, pruned_loss=0.1235, over 2463981.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05151, over 7802.38 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3665, pruned_loss=0.1388, over 2474307.92 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06314, over 18879.27 utterances.], batch size: 37, lr: 1.06e-03
2022-08-21 00:10:54,026 INFO [train.py:927] (2/8) Epoch 2, batch 13150, giga_loss[loss=0.4103, simple_loss=0.4243, pruned_loss=0.1981, over 12378.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09787, over 256.00 utterances.], tot_loss[loss=0.3304, simple_loss=0.3709, pruned_loss=0.145, over 2474191.40 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06156, over 17842.50 utterances.], libri_tot_loss[loss=0.3101, simple_loss=0.3691, pruned_loss=0.1256, over 2464298.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05137, over 7781.73 utterances.], giga_tot_loss[loss=0.3208, simple_loss=0.3645, pruned_loss=0.1385, over 2474341.92 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06075, over 18829.99 utterances.], batch size: 256, lr: 1.06e-03
2022-08-21 00:12:34,215 INFO [train.py:927] (2/8) Epoch 2, batch 13200, giga_loss[loss=0.2722, simple_loss=0.3181, pruned_loss=0.1131, over 12434.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03709, over 86.00 utterances.], tot_loss[loss=0.3219, simple_loss=0.3642, pruned_loss=0.1398, over 2474788.74 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06054, over 17696.06 utterances.], libri_tot_loss[loss=0.3108, simple_loss=0.3693, pruned_loss=0.1262, over 2464235.43 frames. utt_duration=1271 frames, utt_pad_proportion=0.05079, over 7764.09 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.359, pruned_loss=0.1345, over 2475077.84 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06018, over 18612.03 utterances.], batch size: 86, lr: 1.06e-03
2022-08-21 00:14:13,808 INFO [train.py:927] (2/8) Epoch 2, batch 13250, giga_loss[loss=0.2741, simple_loss=0.3363, pruned_loss=0.1059, over 12350.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02736, over 66.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3576, pruned_loss=0.135, over 2474466.95 frames. utt_duration=554.6 frames, utt_pad_proportion=0.0606, over 17895.12 utterances.], libri_tot_loss[loss=0.3118, simple_loss=0.3695, pruned_loss=0.127, over 2464238.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05005, over 7738.98 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3531, pruned_loss=0.1301, over 2474891.79 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06068, over 18834.89 utterances.], batch size: 66, lr: 1.06e-03
2022-08-21 00:15:56,052 INFO [train.py:927] (2/8) Epoch 2, batch 13300, giga_loss[loss=0.2901, simple_loss=0.3512, pruned_loss=0.1145, over 12373.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03102, over 58.00 utterances.], tot_loss[loss=0.3136, simple_loss=0.358, pruned_loss=0.1346, over 2474922.42 frames. utt_duration=560 frames, utt_pad_proportion=0.06384, over 17726.14 utterances.], libri_tot_loss[loss=0.3142, simple_loss=0.3708, pruned_loss=0.1288, over 2464654.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05561, over 7854.56 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.353, pruned_loss=0.1293, over 2475080.74 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06186, over 18551.47 utterances.], batch size: 58, lr: 1.06e-03
2022-08-21 00:17:37,713 INFO [train.py:927] (2/8) Epoch 2, batch 13350, giga_loss[loss=0.296, simple_loss=0.3615, pruned_loss=0.1153, over 12300.00 frames. utt_duration=795.1 frames, utt_pad_proportion=0.03737, over 62.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3599, pruned_loss=0.1331, over 2475036.94 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0642, over 18219.56 utterances.], libri_tot_loss[loss=0.315, simple_loss=0.3713, pruned_loss=0.1293, over 2464662.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.05453, over 7838.41 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.3553, pruned_loss=0.1285, over 2475398.26 frames. utt_duration=519 frames, utt_pad_proportion=0.06315, over 19133.17 utterances.], batch size: 62, lr: 1.05e-03
2022-08-21 00:19:25,285 INFO [train.py:927] (2/8) Epoch 2, batch 13400, giga_loss[loss=0.3154, simple_loss=0.3677, pruned_loss=0.1315, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.3121, simple_loss=0.3604, pruned_loss=0.1319, over 2474549.90 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06705, over 18574.71 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.3712, pruned_loss=0.1297, over 2464561.80 frames. utt_duration=1262 frames, utt_pad_proportion=0.05374, over 7823.81 utterances.], giga_tot_loss[loss=0.3062, simple_loss=0.3565, pruned_loss=0.1279, over 2475141.42 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06648, over 19551.32 utterances.], batch size: 58, lr: 1.05e-03
2022-08-21 00:21:10,919 INFO [train.py:927] (2/8) Epoch 2, batch 13450, libri_loss[loss=0.3795, simple_loss=0.4051, pruned_loss=0.1769, over 12377.00 frames. utt_duration=762.9 frames, utt_pad_proportion=0.1331, over 65.00 utterances.], tot_loss[loss=0.3245, simple_loss=0.3694, pruned_loss=0.1398, over 2474239.21 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06956, over 19313.85 utterances.], libri_tot_loss[loss=0.3159, simple_loss=0.3713, pruned_loss=0.1302, over 2464244.45 frames. utt_duration=1261 frames, utt_pad_proportion=0.05362, over 7823.55 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.366, pruned_loss=0.1364, over 2475222.97 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06917, over 20348.48 utterances.], batch size: 65, lr: 1.05e-03
2022-08-21 00:22:54,680 INFO [train.py:927] (2/8) Epoch 2, batch 13500, libri_loss[loss=0.2615, simple_loss=0.3096, pruned_loss=0.1067, over 12469.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009013, over 29.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.3752, pruned_loss=0.1433, over 2473878.57 frames. utt_duration=520 frames, utt_pad_proportion=0.0662, over 19083.44 utterances.], libri_tot_loss[loss=0.3158, simple_loss=0.3711, pruned_loss=0.1303, over 2464232.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05307, over 7808.22 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3728, pruned_loss=0.1407, over 2474768.85 frames. utt_duration=494.8 frames, utt_pad_proportion=0.0663, over 20065.12 utterances.], batch size: 29, lr: 1.05e-03
2022-08-21 00:24:39,392 INFO [train.py:927] (2/8) Epoch 2, batch 13550, libri_loss[loss=0.3318, simple_loss=0.3496, pruned_loss=0.157, over 12222.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00859, over 29.00 utterances.], tot_loss[loss=0.3377, simple_loss=0.3799, pruned_loss=0.1477, over 2473567.25 frames. utt_duration=519.7 frames, utt_pad_proportion=0.069, over 19092.35 utterances.], libri_tot_loss[loss=0.3159, simple_loss=0.3705, pruned_loss=0.1306, over 2463951.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.0521, over 7770.37 utterances.], giga_tot_loss[loss=0.3352, simple_loss=0.3788, pruned_loss=0.1458, over 2474835.80 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06952, over 20252.79 utterances.], batch size: 29, lr: 1.05e-03
2022-08-21 00:26:23,051 INFO [train.py:927] (2/8) Epoch 2, batch 13600, giga_loss[loss=0.3053, simple_loss=0.3695, pruned_loss=0.1206, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03131, over 70.00 utterances.], tot_loss[loss=0.345, simple_loss=0.3848, pruned_loss=0.1526, over 2473456.36 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07086, over 19751.95 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.3702, pruned_loss=0.1309, over 2464032.20 frames. utt_duration=1275 frames, utt_pad_proportion=0.05061, over 7737.98 utterances.], giga_tot_loss[loss=0.3439, simple_loss=0.3847, pruned_loss=0.1515, over 2474807.91 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07187, over 21188.38 utterances.], batch size: 70, lr: 1.05e-03
2022-08-21 00:28:09,966 INFO [train.py:927] (2/8) Epoch 2, batch 13650, giga_loss[loss=0.3978, simple_loss=0.4199, pruned_loss=0.1878, over 12374.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07913, over 213.00 utterances.], tot_loss[loss=0.3516, simple_loss=0.3895, pruned_loss=0.1569, over 2473605.11 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07413, over 21020.65 utterances.], libri_tot_loss[loss=0.3163, simple_loss=0.3702, pruned_loss=0.1312, over 2463826.95 frames. utt_duration=1280 frames, utt_pad_proportion=0.04931, over 7711.24 utterances.], giga_tot_loss[loss=0.3515, simple_loss=0.3898, pruned_loss=0.1566, over 2475211.06 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07537, over 22640.95 utterances.], batch size: 213, lr: 1.05e-03
2022-08-21 00:30:01,389 INFO [train.py:927] (2/8) Epoch 2, batch 13700, giga_loss[loss=0.3241, simple_loss=0.3816, pruned_loss=0.1333, over 12383.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04559, over 146.00 utterances.], tot_loss[loss=0.3529, simple_loss=0.3916, pruned_loss=0.1571, over 2474084.88 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07436, over 21266.78 utterances.], libri_tot_loss[loss=0.3162, simple_loss=0.3704, pruned_loss=0.131, over 2464117.65 frames. utt_duration=1277 frames, utt_pad_proportion=0.04901, over 7726.81 utterances.], giga_tot_loss[loss=0.3539, simple_loss=0.3924, pruned_loss=0.1577, over 2475372.63 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07565, over 22908.22 utterances.], batch size: 146, lr: 1.05e-03
2022-08-21 00:31:48,101 INFO [train.py:927] (2/8) Epoch 2, batch 13750, libri_loss[loss=0.3369, simple_loss=0.3747, pruned_loss=0.1495, over 12343.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006213, over 33.00 utterances.], tot_loss[loss=0.348, simple_loss=0.3882, pruned_loss=0.1539, over 2473452.90 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07494, over 20690.60 utterances.], libri_tot_loss[loss=0.3155, simple_loss=0.3697, pruned_loss=0.1307, over 2464126.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.04848, over 7720.82 utterances.], giga_tot_loss[loss=0.3507, simple_loss=0.3902, pruned_loss=0.1556, over 2474824.73 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07648, over 22512.99 utterances.], batch size: 33, lr: 1.05e-03
2022-08-21 00:33:31,932 INFO [train.py:927] (2/8) Epoch 2, batch 13800, giga_loss[loss=0.3422, simple_loss=0.3946, pruned_loss=0.1449, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02991, over 58.00 utterances.], tot_loss[loss=0.345, simple_loss=0.3873, pruned_loss=0.1513, over 2474336.67 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07477, over 20961.97 utterances.], libri_tot_loss[loss=0.3158, simple_loss=0.37, pruned_loss=0.1308, over 2464493.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.048, over 7714.08 utterances.], giga_tot_loss[loss=0.3472, simple_loss=0.3888, pruned_loss=0.1528, over 2475230.96 frames. utt_duration=440 frames, utt_pad_proportion=0.07622, over 22576.20 utterances.], batch size: 58, lr: 1.05e-03
2022-08-21 00:35:16,522 INFO [train.py:927] (2/8) Epoch 2, batch 13850, libri_loss[loss=0.2948, simple_loss=0.3495, pruned_loss=0.12, over 12476.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006205, over 37.00 utterances.], tot_loss[loss=0.3439, simple_loss=0.3874, pruned_loss=0.1502, over 2474115.45 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07425, over 21424.78 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.3697, pruned_loss=0.1305, over 2464587.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.04778, over 7717.50 utterances.], giga_tot_loss[loss=0.3474, simple_loss=0.3897, pruned_loss=0.1526, over 2475146.02 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07584, over 23285.30 utterances.], batch size: 37, lr: 1.05e-03
2022-08-21 00:37:06,280 INFO [train.py:927] (2/8) Epoch 2, batch 13900, giga_loss[loss=0.2583, simple_loss=0.3303, pruned_loss=0.09315, over 12368.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.3352, simple_loss=0.3819, pruned_loss=0.1443, over 2473511.16 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07605, over 21401.09 utterances.], libri_tot_loss[loss=0.3143, simple_loss=0.3686, pruned_loss=0.13, over 2465094.26 frames. utt_duration=1273 frames, utt_pad_proportion=0.05098, over 7755.04 utterances.], giga_tot_loss[loss=0.3399, simple_loss=0.3853, pruned_loss=0.1473, over 2474223.96 frames. utt_duration=425 frames, utt_pad_proportion=0.07661, over 23369.72 utterances.], batch size: 58, lr: 1.05e-03
2022-08-21 00:38:50,532 INFO [train.py:927] (2/8) Epoch 2, batch 13950, giga_loss[loss=0.3666, simple_loss=0.4, pruned_loss=0.1666, over 12377.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.3306, simple_loss=0.3794, pruned_loss=0.1409, over 2474509.88 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07733, over 21720.41 utterances.], libri_tot_loss[loss=0.3152, simple_loss=0.3695, pruned_loss=0.1305, over 2465630.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05396, over 7823.57 utterances.], giga_tot_loss[loss=0.3341, simple_loss=0.3816, pruned_loss=0.1433, over 2474887.35 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07711, over 23701.94 utterances.], batch size: 259, lr: 1.05e-03
2022-08-21 00:40:35,671 INFO [train.py:927] (2/8) Epoch 2, batch 14000, giga_loss[loss=0.2933, simple_loss=0.3628, pruned_loss=0.1119, over 12217.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03978, over 28.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3776, pruned_loss=0.1377, over 2474500.38 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07703, over 21358.46 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.3711, pruned_loss=0.1304, over 2465800.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05316, over 7820.80 utterances.], giga_tot_loss[loss=0.3292, simple_loss=0.3783, pruned_loss=0.14, over 2474970.59 frames. utt_duration=423.4 frames, utt_pad_proportion=0.07742, over 23462.28 utterances.], batch size: 28, lr: 1.05e-03
2022-08-21 00:42:25,723 INFO [train.py:927] (2/8) Epoch 2, batch 14050, giga_loss[loss=0.2904, simple_loss=0.349, pruned_loss=0.1159, over 12418.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05546, over 162.00 utterances.], tot_loss[loss=0.3186, simple_loss=0.3719, pruned_loss=0.1327, over 2474723.60 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07379, over 20837.85 utterances.], libri_tot_loss[loss=0.3144, simple_loss=0.3697, pruned_loss=0.1296, over 2465801.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05224, over 7791.47 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3739, pruned_loss=0.1354, over 2475312.64 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07482, over 22842.93 utterances.], batch size: 162, lr: 1.05e-03
2022-08-21 00:44:18,088 INFO [train.py:927] (2/8) Epoch 2, batch 14100, giga_loss[loss=0.3257, simple_loss=0.361, pruned_loss=0.1452, over 12369.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2164, over 375.00 utterances.], tot_loss[loss=0.314, simple_loss=0.3691, pruned_loss=0.1294, over 2474902.35 frames. utt_duration=460.7 frames, utt_pad_proportion=0.08007, over 21556.74 utterances.], libri_tot_loss[loss=0.3137, simple_loss=0.3688, pruned_loss=0.1293, over 2465995.11 frames. utt_duration=1254 frames, utt_pad_proportion=0.05622, over 7875.82 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.3716, pruned_loss=0.1319, over 2475480.66 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07941, over 23524.30 utterances.], batch size: 375, lr: 1.04e-03
2022-08-21 00:46:07,272 INFO [train.py:927] (2/8) Epoch 2, batch 14150, giga_loss[loss=0.2556, simple_loss=0.3271, pruned_loss=0.09204, over 12332.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03137, over 51.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.3691, pruned_loss=0.1286, over 2475229.09 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07755, over 21169.59 utterances.], libri_tot_loss[loss=0.3137, simple_loss=0.3685, pruned_loss=0.1294, over 2466227.22 frames. utt_duration=1254 frames, utt_pad_proportion=0.05546, over 7876.99 utterances.], giga_tot_loss[loss=0.316, simple_loss=0.3712, pruned_loss=0.1304, over 2475699.96 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07763, over 23046.39 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 00:47:55,683 INFO [train.py:927] (2/8) Epoch 2, batch 14200, giga_loss[loss=0.3017, simple_loss=0.3541, pruned_loss=0.1247, over 12400.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02603, over 91.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3672, pruned_loss=0.1271, over 2474840.16 frames. utt_duration=474 frames, utt_pad_proportion=0.07935, over 20949.70 utterances.], libri_tot_loss[loss=0.3136, simple_loss=0.3684, pruned_loss=0.1294, over 2466486.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06339, over 8023.35 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3691, pruned_loss=0.1285, over 2475214.39 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07704, over 22684.48 utterances.], batch size: 91, lr: 1.04e-03
2022-08-21 00:49:42,978 INFO [train.py:927] (2/8) Epoch 2, batch 14250, giga_loss[loss=0.317, simple_loss=0.3741, pruned_loss=0.1299, over 12307.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03695, over 51.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3662, pruned_loss=0.1272, over 2475478.58 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07925, over 20949.73 utterances.], libri_tot_loss[loss=0.3139, simple_loss=0.3686, pruned_loss=0.1296, over 2466740.81 frames. utt_duration=1234 frames, utt_pad_proportion=0.06238, over 8008.04 utterances.], giga_tot_loss[loss=0.3119, simple_loss=0.3674, pruned_loss=0.1281, over 2475689.43 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07781, over 22564.81 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 00:51:31,251 INFO [train.py:927] (2/8) Epoch 2, batch 14300, libri_loss[loss=0.3187, simple_loss=0.3708, pruned_loss=0.1333, over 12373.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03797, over 46.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3647, pruned_loss=0.1242, over 2475241.64 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07417, over 19499.65 utterances.], libri_tot_loss[loss=0.3145, simple_loss=0.3693, pruned_loss=0.1299, over 2466884.31 frames. utt_duration=1222 frames, utt_pad_proportion=0.06523, over 8081.52 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.365, pruned_loss=0.1245, over 2475521.91 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07232, over 21058.80 utterances.], batch size: 46, lr: 1.04e-03
2022-08-21 00:53:18,065 INFO [train.py:927] (2/8) Epoch 2, batch 14350, libri_loss[loss=0.3562, simple_loss=0.3894, pruned_loss=0.1615, over 12234.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005725, over 31.00 utterances.], tot_loss[loss=0.3061, simple_loss=0.3644, pruned_loss=0.1239, over 2474635.51 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07277, over 19521.81 utterances.], libri_tot_loss[loss=0.3142, simple_loss=0.3689, pruned_loss=0.1298, over 2466749.46 frames. utt_duration=1225 frames, utt_pad_proportion=0.06474, over 8065.08 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3648, pruned_loss=0.1241, over 2475127.68 frames. utt_duration=473.5 frames, utt_pad_proportion=0.0716, over 20971.73 utterances.], batch size: 31, lr: 1.04e-03
2022-08-21 00:55:02,737 INFO [train.py:927] (2/8) Epoch 2, batch 14400, giga_loss[loss=0.2752, simple_loss=0.3304, pruned_loss=0.11, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03028, over 51.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3616, pruned_loss=0.1229, over 2474885.94 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07681, over 19961.53 utterances.], libri_tot_loss[loss=0.3134, simple_loss=0.3681, pruned_loss=0.1294, over 2466515.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.06351, over 8050.15 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.3625, pruned_loss=0.1232, over 2475814.42 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07618, over 21570.28 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 00:56:47,278 INFO [train.py:927] (2/8) Epoch 2, batch 14450, giga_loss[loss=0.2738, simple_loss=0.3341, pruned_loss=0.1068, over 12397.00 frames. utt_duration=973.7 frames, utt_pad_proportion=0.02925, over 51.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3604, pruned_loss=0.1227, over 2475037.66 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07477, over 19880.85 utterances.], libri_tot_loss[loss=0.3134, simple_loss=0.368, pruned_loss=0.1294, over 2466845.05 frames. utt_duration=1214 frames, utt_pad_proportion=0.06718, over 8135.30 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.361, pruned_loss=0.1227, over 2475708.00 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07317, over 21423.13 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 00:58:33,144 INFO [train.py:927] (2/8) Epoch 2, batch 14500, giga_loss[loss=0.2811, simple_loss=0.3478, pruned_loss=0.1071, over 12445.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03151, over 55.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.357, pruned_loss=0.1202, over 2474480.56 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07417, over 19054.40 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3676, pruned_loss=0.1293, over 2466730.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.06924, over 8179.85 utterances.], giga_tot_loss[loss=0.2989, simple_loss=0.3575, pruned_loss=0.1201, over 2475345.91 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07222, over 20557.54 utterances.], batch size: 55, lr: 1.04e-03
2022-08-21 01:00:17,596 INFO [train.py:927] (2/8) Epoch 2, batch 14550, libri_loss[loss=0.3886, simple_loss=0.4321, pruned_loss=0.1726, over 12364.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01488, over 41.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3587, pruned_loss=0.1211, over 2474478.54 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07494, over 19536.68 utterances.], libri_tot_loss[loss=0.3137, simple_loss=0.3684, pruned_loss=0.1295, over 2466731.65 frames. utt_duration=1211 frames, utt_pad_proportion=0.06793, over 8158.59 utterances.], giga_tot_loss[loss=0.2996, simple_loss=0.3582, pruned_loss=0.1206, over 2475347.15 frames. utt_duration=472.6 frames, utt_pad_proportion=0.0739, over 21015.71 utterances.], batch size: 41, lr: 1.04e-03
2022-08-21 01:02:01,521 INFO [train.py:927] (2/8) Epoch 2, batch 14600, giga_loss[loss=0.3153, simple_loss=0.3699, pruned_loss=0.1304, over 12354.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3575, pruned_loss=0.1195, over 2474782.41 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07276, over 18873.08 utterances.], libri_tot_loss[loss=0.3135, simple_loss=0.3679, pruned_loss=0.1295, over 2466923.58 frames. utt_duration=1203 frames, utt_pad_proportion=0.07081, over 8210.20 utterances.], giga_tot_loss[loss=0.2973, simple_loss=0.3571, pruned_loss=0.1187, over 2475605.03 frames. utt_duration=486 frames, utt_pad_proportion=0.07102, over 20436.10 utterances.], batch size: 97, lr: 1.04e-03
2022-08-21 01:03:50,866 INFO [train.py:927] (2/8) Epoch 2, batch 14650, giga_loss[loss=0.2438, simple_loss=0.321, pruned_loss=0.08323, over 12289.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03669, over 51.00 utterances.], tot_loss[loss=0.297, simple_loss=0.3566, pruned_loss=0.1187, over 2474707.96 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06958, over 18934.18 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3675, pruned_loss=0.1294, over 2467165.60 frames. utt_duration=1205 frames, utt_pad_proportion=0.0694, over 8196.98 utterances.], giga_tot_loss[loss=0.2962, simple_loss=0.3564, pruned_loss=0.118, over 2475353.18 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06892, over 20485.49 utterances.], batch size: 51, lr: 1.04e-03
2022-08-21 01:05:37,573 INFO [train.py:927] (2/8) Epoch 2, batch 14700, libri_loss[loss=0.2502, simple_loss=0.3097, pruned_loss=0.09534, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006884, over 31.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3582, pruned_loss=0.121, over 2474679.62 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07398, over 19649.40 utterances.], libri_tot_loss[loss=0.3115, simple_loss=0.366, pruned_loss=0.1285, over 2466711.24 frames. utt_duration=1214 frames, utt_pad_proportion=0.06761, over 8135.10 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.359, pruned_loss=0.1209, over 2475896.59 frames. utt_duration=464.8 frames, utt_pad_proportion=0.0739, over 21375.26 utterances.], batch size: 31, lr: 1.04e-03
2022-08-21 01:07:20,767 INFO [train.py:927] (2/8) Epoch 2, batch 14750, giga_loss[loss=0.3177, simple_loss=0.3651, pruned_loss=0.1351, over 12435.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04148, over 146.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3606, pruned_loss=0.1241, over 2474901.08 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07698, over 20366.75 utterances.], libri_tot_loss[loss=0.3112, simple_loss=0.3657, pruned_loss=0.1284, over 2467092.38 frames. utt_duration=1206 frames, utt_pad_proportion=0.07008, over 8193.27 utterances.], giga_tot_loss[loss=0.3046, simple_loss=0.3614, pruned_loss=0.1239, over 2475888.75 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07606, over 22207.11 utterances.], batch size: 146, lr: 1.04e-03
2022-08-21 01:09:06,093 INFO [train.py:927] (2/8) Epoch 2, batch 14800, giga_loss[loss=0.2889, simple_loss=0.3533, pruned_loss=0.1123, over 12461.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3586, pruned_loss=0.1223, over 2474225.27 frames. utt_duration=501.9 frames, utt_pad_proportion=0.0749, over 19777.10 utterances.], libri_tot_loss[loss=0.311, simple_loss=0.3656, pruned_loss=0.1282, over 2467021.01 frames. utt_duration=1211 frames, utt_pad_proportion=0.06881, over 8156.83 utterances.], giga_tot_loss[loss=0.3017, simple_loss=0.3591, pruned_loss=0.1221, over 2475249.19 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07473, over 21536.01 utterances.], batch size: 75, lr: 1.04e-03
2022-08-21 01:10:50,013 INFO [train.py:927] (2/8) Epoch 2, batch 14850, giga_loss[loss=0.2729, simple_loss=0.3374, pruned_loss=0.1042, over 12264.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02873, over 42.00 utterances.], tot_loss[loss=0.2971, simple_loss=0.3559, pruned_loss=0.1191, over 2474425.89 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07401, over 20180.08 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3652, pruned_loss=0.128, over 2466700.71 frames. utt_duration=1215 frames, utt_pad_proportion=0.06811, over 8127.61 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3566, pruned_loss=0.1191, over 2475628.74 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07421, over 21757.46 utterances.], batch size: 42, lr: 1.04e-03
2022-08-21 01:12:36,824 INFO [train.py:927] (2/8) Epoch 2, batch 14900, giga_loss[loss=0.3048, simple_loss=0.3596, pruned_loss=0.125, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02401, over 48.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3534, pruned_loss=0.1179, over 2474550.26 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07521, over 20024.38 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.365, pruned_loss=0.1279, over 2466650.31 frames. utt_duration=1206 frames, utt_pad_proportion=0.07176, over 8192.40 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.354, pruned_loss=0.1178, over 2475593.37 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07408, over 21305.24 utterances.], batch size: 48, lr: 1.03e-03
2022-08-21 01:14:20,346 INFO [train.py:927] (2/8) Epoch 2, batch 14950, giga_loss[loss=0.3402, simple_loss=0.3878, pruned_loss=0.1463, over 12368.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02944, over 85.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.354, pruned_loss=0.1182, over 2474463.61 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07206, over 19830.37 utterances.], libri_tot_loss[loss=0.3096, simple_loss=0.3643, pruned_loss=0.1275, over 2466420.62 frames. utt_duration=1210 frames, utt_pad_proportion=0.07026, over 8162.18 utterances.], giga_tot_loss[loss=0.2956, simple_loss=0.3547, pruned_loss=0.1183, over 2475715.16 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07186, over 21196.44 utterances.], batch size: 85, lr: 1.03e-03
2022-08-21 01:16:10,408 INFO [train.py:927] (2/8) Epoch 2, batch 15000, giga_loss[loss=0.2832, simple_loss=0.3512, pruned_loss=0.1076, over 12297.00 frames. utt_duration=746.8 frames, utt_pad_proportion=0.03132, over 66.00 utterances.], tot_loss[loss=0.2986, simple_loss=0.3594, pruned_loss=0.1189, over 2474911.93 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07027, over 19771.78 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3652, pruned_loss=0.1277, over 2466712.70 frames. utt_duration=1203 frames, utt_pad_proportion=0.0739, over 8214.20 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3589, pruned_loss=0.1185, over 2475794.93 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06876, over 21010.44 utterances.], batch size: 66, lr: 1.03e-03
2022-08-21 01:16:10,409 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 01:16:24,137 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2466, simple_loss=0.3797, pruned_loss=0.05678, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 01:18:07,211 INFO [train.py:927] (2/8) Epoch 2, batch 15050, giga_loss[loss=0.2675, simple_loss=0.3388, pruned_loss=0.0981, over 12362.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03106, over 51.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3646, pruned_loss=0.1224, over 2474567.90 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07632, over 20414.48 utterances.], libri_tot_loss[loss=0.3123, simple_loss=0.3676, pruned_loss=0.1284, over 2466998.54 frames. utt_duration=1197 frames, utt_pad_proportion=0.07657, over 8253.27 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3618, pruned_loss=0.1212, over 2475272.94 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07387, over 21760.82 utterances.], batch size: 51, lr: 1.03e-03
2022-08-21 01:19:53,166 INFO [train.py:927] (2/8) Epoch 2, batch 15100, giga_loss[loss=0.3603, simple_loss=0.3997, pruned_loss=0.1605, over 12433.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04834, over 161.00 utterances.], tot_loss[loss=0.3066, simple_loss=0.365, pruned_loss=0.124, over 2475167.87 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0759, over 20802.57 utterances.], libri_tot_loss[loss=0.3118, simple_loss=0.3671, pruned_loss=0.1282, over 2467166.80 frames. utt_duration=1202 frames, utt_pad_proportion=0.07518, over 8218.35 utterances.], giga_tot_loss[loss=0.3048, simple_loss=0.3632, pruned_loss=0.1232, over 2475757.96 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07452, over 22204.80 utterances.], batch size: 161, lr: 1.03e-03
2022-08-21 01:21:38,435 INFO [train.py:927] (2/8) Epoch 2, batch 15150, giga_loss[loss=0.291, simple_loss=0.3507, pruned_loss=0.1157, over 12366.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03478, over 104.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.3618, pruned_loss=0.1232, over 2474375.04 frames. utt_duration=479.5 frames, utt_pad_proportion=0.08017, over 20703.85 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3667, pruned_loss=0.128, over 2466812.53 frames. utt_duration=1206 frames, utt_pad_proportion=0.07435, over 8194.19 utterances.], giga_tot_loss[loss=0.303, simple_loss=0.3608, pruned_loss=0.1226, over 2475255.42 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07911, over 21998.74 utterances.], batch size: 104, lr: 1.03e-03
2022-08-21 01:23:25,791 INFO [train.py:927] (2/8) Epoch 2, batch 15200, giga_loss[loss=0.2699, simple_loss=0.333, pruned_loss=0.1034, over 12191.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03254, over 42.00 utterances.], tot_loss[loss=0.3053, simple_loss=0.3613, pruned_loss=0.1247, over 2473862.93 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07802, over 21006.49 utterances.], libri_tot_loss[loss=0.3114, simple_loss=0.3662, pruned_loss=0.1283, over 2466877.25 frames. utt_duration=1209 frames, utt_pad_proportion=0.07325, over 8170.54 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3607, pruned_loss=0.1239, over 2474635.72 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07767, over 22276.01 utterances.], batch size: 42, lr: 1.03e-03
2022-08-21 01:25:13,304 INFO [train.py:927] (2/8) Epoch 2, batch 15250, giga_loss[loss=0.32, simple_loss=0.3639, pruned_loss=0.138, over 12410.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07239, over 212.00 utterances.], tot_loss[loss=0.3062, simple_loss=0.3614, pruned_loss=0.1256, over 2474556.09 frames. utt_duration=475 frames, utt_pad_proportion=0.07559, over 20902.60 utterances.], libri_tot_loss[loss=0.3115, simple_loss=0.3664, pruned_loss=0.1283, over 2467113.90 frames. utt_duration=1208 frames, utt_pad_proportion=0.07309, over 8177.90 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3607, pruned_loss=0.1249, over 2475045.44 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07552, over 22066.18 utterances.], batch size: 212, lr: 1.03e-03
2022-08-21 01:27:01,779 INFO [train.py:927] (2/8) Epoch 2, batch 15300, giga_loss[loss=0.2343, simple_loss=0.3176, pruned_loss=0.0755, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03287, over 51.00 utterances.], tot_loss[loss=0.3046, simple_loss=0.3601, pruned_loss=0.1245, over 2473757.90 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07986, over 21272.16 utterances.], libri_tot_loss[loss=0.312, simple_loss=0.3671, pruned_loss=0.1284, over 2467152.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.07229, over 8156.38 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3588, pruned_loss=0.1238, over 2474180.07 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07991, over 22390.12 utterances.], batch size: 51, lr: 1.03e-03
2022-08-21 01:28:48,172 INFO [train.py:927] (2/8) Epoch 2, batch 15350, giga_loss[loss=0.3108, simple_loss=0.3699, pruned_loss=0.1259, over 12424.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.0334, over 75.00 utterances.], tot_loss[loss=0.3041, simple_loss=0.3609, pruned_loss=0.1237, over 2474873.26 frames. utt_duration=488 frames, utt_pad_proportion=0.07414, over 20349.32 utterances.], libri_tot_loss[loss=0.3117, simple_loss=0.3668, pruned_loss=0.1284, over 2467614.97 frames. utt_duration=1197 frames, utt_pad_proportion=0.07563, over 8254.45 utterances.], giga_tot_loss[loss=0.303, simple_loss=0.36, pruned_loss=0.123, over 2474987.88 frames. utt_duration=462 frames, utt_pad_proportion=0.07321, over 21497.02 utterances.], batch size: 75, lr: 1.03e-03
2022-08-21 01:30:38,282 INFO [train.py:927] (2/8) Epoch 2, batch 15400, giga_loss[loss=0.289, simple_loss=0.3587, pruned_loss=0.1097, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05022, over 161.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3601, pruned_loss=0.1226, over 2473819.93 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07226, over 19821.43 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3656, pruned_loss=0.1279, over 2467580.73 frames. utt_duration=1195 frames, utt_pad_proportion=0.07663, over 8266.77 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.3601, pruned_loss=0.1223, over 2474310.63 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07135, over 21348.12 utterances.], batch size: 161, lr: 1.03e-03
2022-08-21 01:32:22,380 INFO [train.py:927] (2/8) Epoch 2, batch 15450, giga_loss[loss=0.4499, simple_loss=0.4508, pruned_loss=0.2245, over 12390.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1104, over 260.00 utterances.], tot_loss[loss=0.3012, simple_loss=0.3604, pruned_loss=0.121, over 2473925.68 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07476, over 19857.30 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3646, pruned_loss=0.1274, over 2467791.19 frames. utt_duration=1198 frames, utt_pad_proportion=0.07576, over 8250.04 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3612, pruned_loss=0.121, over 2474287.69 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07416, over 21409.57 utterances.], batch size: 260, lr: 1.03e-03
2022-08-21 01:34:08,299 INFO [train.py:927] (2/8) Epoch 2, batch 15500, giga_loss[loss=0.2941, simple_loss=0.3568, pruned_loss=0.1157, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02938, over 62.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3651, pruned_loss=0.124, over 2474595.64 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07219, over 19866.67 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3648, pruned_loss=0.1273, over 2467685.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07498, over 8244.57 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3655, pruned_loss=0.124, over 2475185.41 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07207, over 21426.99 utterances.], batch size: 62, lr: 1.03e-03
2022-08-21 01:35:54,881 INFO [train.py:927] (2/8) Epoch 2, batch 15550, giga_loss[loss=0.389, simple_loss=0.4173, pruned_loss=0.1803, over 12395.00 frames. utt_duration=233.3 frames, utt_pad_proportion=0.07802, over 214.00 utterances.], tot_loss[loss=0.3117, simple_loss=0.3681, pruned_loss=0.1277, over 2474734.44 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07655, over 20831.27 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3646, pruned_loss=0.1272, over 2467842.32 frames. utt_duration=1200 frames, utt_pad_proportion=0.07419, over 8233.90 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3687, pruned_loss=0.1277, over 2475154.52 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07647, over 22236.77 utterances.], batch size: 214, lr: 1.03e-03
2022-08-21 01:37:38,587 INFO [train.py:927] (2/8) Epoch 2, batch 15600, giga_loss[loss=0.3107, simple_loss=0.373, pruned_loss=0.1242, over 12453.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03071, over 55.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3663, pruned_loss=0.1258, over 2475483.00 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07173, over 20224.67 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3638, pruned_loss=0.1268, over 2468324.15 frames. utt_duration=1204 frames, utt_pad_proportion=0.07262, over 8208.25 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3674, pruned_loss=0.1262, over 2475571.93 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07252, over 21712.67 utterances.], batch size: 55, lr: 1.03e-03
2022-08-21 01:39:20,794 INFO [train.py:927] (2/8) Epoch 2, batch 15650, libri_loss[loss=0.3015, simple_loss=0.3628, pruned_loss=0.1202, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009139, over 38.00 utterances.], tot_loss[loss=0.3064, simple_loss=0.3654, pruned_loss=0.1237, over 2474812.50 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07595, over 20316.17 utterances.], libri_tot_loss[loss=0.3084, simple_loss=0.3637, pruned_loss=0.1266, over 2468423.20 frames. utt_duration=1211 frames, utt_pad_proportion=0.07076, over 8161.69 utterances.], giga_tot_loss[loss=0.3074, simple_loss=0.3666, pruned_loss=0.1242, over 2474992.89 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07697, over 21932.87 utterances.], batch size: 38, lr: 1.03e-03
2022-08-21 01:41:05,916 INFO [train.py:927] (2/8) Epoch 2, batch 15700, giga_loss[loss=0.2532, simple_loss=0.3182, pruned_loss=0.09408, over 12474.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.03877, over 34.00 utterances.], tot_loss[loss=0.3058, simple_loss=0.3649, pruned_loss=0.1233, over 2475496.09 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07023, over 20234.69 utterances.], libri_tot_loss[loss=0.3082, simple_loss=0.3635, pruned_loss=0.1265, over 2468415.45 frames. utt_duration=1213 frames, utt_pad_proportion=0.07024, over 8148.08 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.366, pruned_loss=0.1237, over 2475703.02 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07157, over 21619.08 utterances.], batch size: 34, lr: 1.03e-03
2022-08-21 01:42:51,757 INFO [train.py:927] (2/8) Epoch 2, batch 15750, giga_loss[loss=0.2929, simple_loss=0.3513, pruned_loss=0.1172, over 12420.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03955, over 123.00 utterances.], tot_loss[loss=0.3038, simple_loss=0.3625, pruned_loss=0.1226, over 2474661.57 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07195, over 20602.07 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3629, pruned_loss=0.1263, over 2468168.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.069, over 8116.76 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3639, pruned_loss=0.123, over 2475192.15 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07335, over 22005.35 utterances.], batch size: 123, lr: 1.02e-03
2022-08-21 01:44:38,583 INFO [train.py:927] (2/8) Epoch 2, batch 15800, giga_loss[loss=0.2824, simple_loss=0.3516, pruned_loss=0.1067, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03626, over 28.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.3598, pruned_loss=0.1206, over 2473872.85 frames. utt_duration=494.1 frames, utt_pad_proportion=0.0691, over 20085.31 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.3629, pruned_loss=0.126, over 2468014.09 frames. utt_duration=1223 frames, utt_pad_proportion=0.06787, over 8080.20 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.3608, pruned_loss=0.121, over 2474569.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.0708, over 21509.48 utterances.], batch size: 28, lr: 1.02e-03
2022-08-21 01:46:20,965 INFO [train.py:927] (2/8) Epoch 2, batch 15850, libri_loss[loss=0.3164, simple_loss=0.3626, pruned_loss=0.1351, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007791, over 37.00 utterances.], tot_loss[loss=0.2985, simple_loss=0.3577, pruned_loss=0.1197, over 2474117.29 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0706, over 20390.46 utterances.], libri_tot_loss[loss=0.3068, simple_loss=0.3622, pruned_loss=0.1256, over 2467860.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.067, over 8071.55 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3591, pruned_loss=0.1202, over 2474996.83 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07221, over 21881.13 utterances.], batch size: 37, lr: 1.02e-03
2022-08-21 01:48:02,234 INFO [train.py:927] (2/8) Epoch 2, batch 15900, giga_loss[loss=0.2792, simple_loss=0.3505, pruned_loss=0.104, over 12381.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.2951, simple_loss=0.3562, pruned_loss=0.117, over 2474525.11 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07328, over 21096.96 utterances.], libri_tot_loss[loss=0.3085, simple_loss=0.3639, pruned_loss=0.1266, over 2467729.46 frames. utt_duration=1214 frames, utt_pad_proportion=0.07032, over 8139.86 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3557, pruned_loss=0.1165, over 2475390.25 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07322, over 22319.50 utterances.], batch size: 58, lr: 1.02e-03
2022-08-21 01:49:53,360 INFO [train.py:927] (2/8) Epoch 2, batch 15950, giga_loss[loss=0.2795, simple_loss=0.3358, pruned_loss=0.1116, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03312, over 122.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3552, pruned_loss=0.1169, over 2474009.73 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07178, over 20614.26 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3645, pruned_loss=0.1272, over 2468037.20 frames. utt_duration=1194 frames, utt_pad_proportion=0.07748, over 8281.81 utterances.], giga_tot_loss[loss=0.2927, simple_loss=0.354, pruned_loss=0.1157, over 2474580.98 frames. utt_duration=455.4 frames, utt_pad_proportion=0.06917, over 21806.36 utterances.], batch size: 122, lr: 1.02e-03
2022-08-21 01:51:39,010 INFO [train.py:927] (2/8) Epoch 2, batch 16000, giga_loss[loss=0.3227, simple_loss=0.3799, pruned_loss=0.1328, over 12367.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3537, pruned_loss=0.1171, over 2473955.97 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07524, over 20361.13 utterances.], libri_tot_loss[loss=0.3096, simple_loss=0.3644, pruned_loss=0.1274, over 2468199.09 frames. utt_duration=1186 frames, utt_pad_proportion=0.08004, over 8334.69 utterances.], giga_tot_loss[loss=0.2919, simple_loss=0.3526, pruned_loss=0.1156, over 2474398.60 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07202, over 21599.86 utterances.], batch size: 97, lr: 1.02e-03
2022-08-21 01:53:21,581 INFO [train.py:927] (2/8) Epoch 2, batch 16050, giga_loss[loss=0.3185, simple_loss=0.3771, pruned_loss=0.1299, over 12371.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04637, over 146.00 utterances.], tot_loss[loss=0.2951, simple_loss=0.3548, pruned_loss=0.1177, over 2474103.30 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07462, over 20702.95 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.3635, pruned_loss=0.1268, over 2468220.43 frames. utt_duration=1188 frames, utt_pad_proportion=0.07934, over 8318.38 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3545, pruned_loss=0.1168, over 2474543.98 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07236, over 21974.33 utterances.], batch size: 146, lr: 1.02e-03
2022-08-21 01:55:06,812 INFO [train.py:927] (2/8) Epoch 2, batch 16100, giga_loss[loss=0.2846, simple_loss=0.347, pruned_loss=0.111, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02987, over 45.00 utterances.], tot_loss[loss=0.2936, simple_loss=0.3536, pruned_loss=0.1168, over 2473870.50 frames. utt_duration=489.8 frames, utt_pad_proportion=0.0716, over 20265.67 utterances.], libri_tot_loss[loss=0.3085, simple_loss=0.3635, pruned_loss=0.1268, over 2467895.58 frames. utt_duration=1193 frames, utt_pad_proportion=0.07831, over 8288.28 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3532, pruned_loss=0.1159, over 2474606.71 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07025, over 21519.62 utterances.], batch size: 45, lr: 1.02e-03
2022-08-21 01:56:53,297 INFO [train.py:927] (2/8) Epoch 2, batch 16150, libri_loss[loss=0.3855, simple_loss=0.4112, pruned_loss=0.1799, over 12436.00 frames. utt_duration=430.4 frames, utt_pad_proportion=0.3265, over 116.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.3579, pruned_loss=0.119, over 2473867.73 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0774, over 20939.16 utterances.], libri_tot_loss[loss=0.3098, simple_loss=0.3655, pruned_loss=0.1271, over 2467752.37 frames. utt_duration=1187 frames, utt_pad_proportion=0.08044, over 8324.06 utterances.], giga_tot_loss[loss=0.2955, simple_loss=0.3554, pruned_loss=0.1178, over 2474802.97 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07512, over 22313.94 utterances.], batch size: 116, lr: 1.02e-03
2022-08-21 01:58:37,846 INFO [train.py:927] (2/8) Epoch 2, batch 16200, giga_loss[loss=0.29, simple_loss=0.351, pruned_loss=0.1145, over 12295.00 frames. utt_duration=912.3 frames, utt_pad_proportion=0.02536, over 54.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3569, pruned_loss=0.118, over 2473712.14 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07302, over 19715.92 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3651, pruned_loss=0.1268, over 2467666.52 frames. utt_duration=1192 frames, utt_pad_proportion=0.07905, over 8292.33 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3552, pruned_loss=0.1171, over 2474670.98 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07181, over 21114.33 utterances.], batch size: 54, lr: 1.02e-03
2022-08-21 02:00:27,807 INFO [train.py:927] (2/8) Epoch 2, batch 16250, giga_loss[loss=0.264, simple_loss=0.3416, pruned_loss=0.09315, over 12385.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.0312, over 62.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3583, pruned_loss=0.1189, over 2474112.94 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07491, over 20670.96 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.3648, pruned_loss=0.1267, over 2467678.20 frames. utt_duration=1194 frames, utt_pad_proportion=0.07816, over 8277.01 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3571, pruned_loss=0.1182, over 2474932.07 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07416, over 21948.05 utterances.], batch size: 62, lr: 1.02e-03
2022-08-21 02:02:12,946 INFO [train.py:927] (2/8) Epoch 2, batch 16300, giga_loss[loss=0.2603, simple_loss=0.332, pruned_loss=0.09431, over 12329.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03227, over 58.00 utterances.], tot_loss[loss=0.2991, simple_loss=0.3587, pruned_loss=0.1197, over 2474668.29 frames. utt_duration=475 frames, utt_pad_proportion=0.07284, over 20904.60 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.3642, pruned_loss=0.1265, over 2467984.45 frames. utt_duration=1200 frames, utt_pad_proportion=0.07636, over 8237.25 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.358, pruned_loss=0.1191, over 2475218.75 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07293, over 22297.80 utterances.], batch size: 58, lr: 1.02e-03
2022-08-21 02:03:59,834 INFO [train.py:927] (2/8) Epoch 2, batch 16350, giga_loss[loss=0.2877, simple_loss=0.349, pruned_loss=0.1132, over 12366.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.02549, over 51.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3575, pruned_loss=0.1196, over 2474525.13 frames. utt_duration=478 frames, utt_pad_proportion=0.07029, over 20769.74 utterances.], libri_tot_loss[loss=0.3085, simple_loss=0.3639, pruned_loss=0.1265, over 2467714.26 frames. utt_duration=1204 frames, utt_pad_proportion=0.07497, over 8207.59 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3571, pruned_loss=0.1189, over 2475357.44 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07091, over 22181.10 utterances.], batch size: 51, lr: 1.02e-03
2022-08-21 02:05:43,695 INFO [train.py:927] (2/8) Epoch 2, batch 16400, giga_loss[loss=0.2335, simple_loss=0.3152, pruned_loss=0.07586, over 12138.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03565, over 30.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3554, pruned_loss=0.1188, over 2473956.76 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07217, over 20183.97 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3638, pruned_loss=0.1268, over 2467564.52 frames. utt_duration=1198 frames, utt_pad_proportion=0.07708, over 8251.76 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.355, pruned_loss=0.1178, over 2474982.09 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07195, over 21676.02 utterances.], batch size: 30, lr: 1.02e-03
2022-08-21 02:07:29,615 INFO [train.py:927] (2/8) Epoch 2, batch 16450, giga_loss[loss=0.3302, simple_loss=0.3752, pruned_loss=0.1426, over 12427.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05425, over 162.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3563, pruned_loss=0.1199, over 2474269.81 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07083, over 20329.87 utterances.], libri_tot_loss[loss=0.3084, simple_loss=0.3636, pruned_loss=0.1266, over 2467804.85 frames. utt_duration=1201 frames, utt_pad_proportion=0.07628, over 8228.15 utterances.], giga_tot_loss[loss=0.2971, simple_loss=0.3561, pruned_loss=0.1191, over 2474960.16 frames. utt_duration=458 frames, utt_pad_proportion=0.07097, over 21682.69 utterances.], batch size: 162, lr: 1.02e-03
2022-08-21 02:09:16,329 INFO [train.py:927] (2/8) Epoch 2, batch 16500, giga_loss[loss=0.2705, simple_loss=0.3503, pruned_loss=0.09532, over 12081.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04036, over 30.00 utterances.], tot_loss[loss=0.2999, simple_loss=0.36, pruned_loss=0.12, over 2474391.89 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07291, over 20200.77 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3674, pruned_loss=0.1269, over 2467804.03 frames. utt_duration=1203 frames, utt_pad_proportion=0.07515, over 8218.71 utterances.], giga_tot_loss[loss=0.2971, simple_loss=0.3563, pruned_loss=0.1189, over 2475076.78 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07322, over 21557.62 utterances.], batch size: 30, lr: 1.02e-03
2022-08-21 02:11:02,279 INFO [train.py:927] (2/8) Epoch 2, batch 16550, giga_loss[loss=0.3306, simple_loss=0.3798, pruned_loss=0.1407, over 12411.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.3009, simple_loss=0.3596, pruned_loss=0.1212, over 2473751.30 frames. utt_duration=483.9 frames, utt_pad_proportion=0.0773, over 20511.94 utterances.], libri_tot_loss[loss=0.3099, simple_loss=0.3665, pruned_loss=0.1266, over 2467438.64 frames. utt_duration=1210 frames, utt_pad_proportion=0.0736, over 8166.91 utterances.], giga_tot_loss[loss=0.299, simple_loss=0.3572, pruned_loss=0.1204, over 2474795.79 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07776, over 21957.30 utterances.], batch size: 133, lr: 1.02e-03
2022-08-21 02:12:47,217 INFO [train.py:927] (2/8) Epoch 2, batch 16600, giga_loss[loss=0.2659, simple_loss=0.3375, pruned_loss=0.0972, over 12249.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02906, over 54.00 utterances.], tot_loss[loss=0.3005, simple_loss=0.359, pruned_loss=0.121, over 2473620.26 frames. utt_duration=497 frames, utt_pad_proportion=0.07477, over 19966.29 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.3657, pruned_loss=0.1263, over 2467358.17 frames. utt_duration=1211 frames, utt_pad_proportion=0.07329, over 8162.55 utterances.], giga_tot_loss[loss=0.2996, simple_loss=0.3578, pruned_loss=0.1207, over 2474664.88 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07541, over 21342.79 utterances.], batch size: 54, lr: 1.01e-03
2022-08-21 02:14:34,515 INFO [train.py:927] (2/8) Epoch 2, batch 16650, giga_loss[loss=0.3171, simple_loss=0.3797, pruned_loss=0.1273, over 12434.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03368, over 86.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.3598, pruned_loss=0.1214, over 2474364.62 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07386, over 20174.50 utterances.], libri_tot_loss[loss=0.3088, simple_loss=0.3653, pruned_loss=0.1262, over 2467565.45 frames. utt_duration=1214 frames, utt_pad_proportion=0.07163, over 8140.87 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.359, pruned_loss=0.1211, over 2475197.92 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07496, over 21611.92 utterances.], batch size: 86, lr: 1.01e-03
2022-08-21 02:16:16,330 INFO [train.py:927] (2/8) Epoch 2, batch 16700, libri_loss[loss=0.388, simple_loss=0.4209, pruned_loss=0.1775, over 12432.00 frames. utt_duration=399.2 frames, utt_pad_proportion=0.3791, over 125.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3604, pruned_loss=0.1231, over 2473511.66 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0779, over 20681.83 utterances.], libri_tot_loss[loss=0.3077, simple_loss=0.3641, pruned_loss=0.1257, over 2467048.24 frames. utt_duration=1211 frames, utt_pad_proportion=0.07466, over 8160.48 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3607, pruned_loss=0.1232, over 2474942.69 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07741, over 22297.45 utterances.], batch size: 125, lr: 1.01e-03
2022-08-21 02:18:00,489 INFO [train.py:927] (2/8) Epoch 2, batch 16750, giga_loss[loss=0.2808, simple_loss=0.348, pruned_loss=0.1068, over 12442.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03003, over 80.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3604, pruned_loss=0.1225, over 2472964.24 frames. utt_duration=493.2 frames, utt_pad_proportion=0.0741, over 20118.43 utterances.], libri_tot_loss[loss=0.3059, simple_loss=0.3625, pruned_loss=0.1247, over 2466363.13 frames. utt_duration=1217 frames, utt_pad_proportion=0.07268, over 8118.12 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.362, pruned_loss=0.1234, over 2475079.29 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07472, over 22047.96 utterances.], batch size: 80, lr: 1.01e-03
2022-08-21 02:19:44,466 INFO [train.py:927] (2/8) Epoch 2, batch 16800, giga_loss[loss=0.3139, simple_loss=0.3727, pruned_loss=0.1276, over 12386.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04921, over 161.00 utterances.], tot_loss[loss=0.3032, simple_loss=0.3608, pruned_loss=0.1228, over 2473933.12 frames. utt_duration=474 frames, utt_pad_proportion=0.07653, over 20942.70 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3621, pruned_loss=0.1245, over 2466811.24 frames. utt_duration=1218 frames, utt_pad_proportion=0.07149, over 8111.73 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3624, pruned_loss=0.1236, over 2475456.13 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07729, over 22908.26 utterances.], batch size: 161, lr: 1.01e-03
2022-08-21 02:21:26,351 INFO [train.py:927] (2/8) Epoch 2, batch 16850, giga_loss[loss=0.4158, simple_loss=0.4319, pruned_loss=0.1998, over 12403.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.359, pruned_loss=0.1211, over 2473872.25 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07287, over 20311.99 utterances.], libri_tot_loss[loss=0.3052, simple_loss=0.3619, pruned_loss=0.1243, over 2466695.16 frames. utt_duration=1218 frames, utt_pad_proportion=0.07093, over 8108.23 utterances.], giga_tot_loss[loss=0.3021, simple_loss=0.3604, pruned_loss=0.122, over 2475336.77 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07401, over 22151.32 utterances.], batch size: 259, lr: 1.01e-03
2022-08-21 02:23:11,172 INFO [train.py:927] (2/8) Epoch 2, batch 16900, giga_loss[loss=0.3071, simple_loss=0.3715, pruned_loss=0.1213, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03236, over 80.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3598, pruned_loss=0.1202, over 2474126.43 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07131, over 19427.32 utterances.], libri_tot_loss[loss=0.3064, simple_loss=0.3634, pruned_loss=0.1247, over 2466594.52 frames. utt_duration=1212 frames, utt_pad_proportion=0.07384, over 8152.45 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3595, pruned_loss=0.1204, over 2475548.73 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07134, over 21115.54 utterances.], batch size: 80, lr: 1.01e-03
2022-08-21 02:24:57,396 INFO [train.py:927] (2/8) Epoch 2, batch 16950, libri_loss[loss=0.2601, simple_loss=0.3179, pruned_loss=0.1011, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00608, over 32.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3589, pruned_loss=0.121, over 2474190.22 frames. utt_duration=510 frames, utt_pad_proportion=0.07102, over 19461.62 utterances.], libri_tot_loss[loss=0.3056, simple_loss=0.3625, pruned_loss=0.1244, over 2466669.07 frames. utt_duration=1219 frames, utt_pad_proportion=0.07167, over 8105.15 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3594, pruned_loss=0.1213, over 2475575.67 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07183, over 21299.06 utterances.], batch size: 32, lr: 1.01e-03
2022-08-21 02:26:42,505 INFO [train.py:927] (2/8) Epoch 2, batch 17000, giga_loss[loss=0.3967, simple_loss=0.406, pruned_loss=0.1937, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3602, pruned_loss=0.1228, over 2474520.78 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07446, over 20423.80 utterances.], libri_tot_loss[loss=0.3054, simple_loss=0.3622, pruned_loss=0.1243, over 2466761.12 frames. utt_duration=1219 frames, utt_pad_proportion=0.07064, over 8104.70 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3607, pruned_loss=0.1231, over 2475718.09 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07513, over 22137.26 utterances.], batch size: 258, lr: 1.01e-03
2022-08-21 02:28:25,418 INFO [train.py:927] (2/8) Epoch 2, batch 17050, giga_loss[loss=0.3671, simple_loss=0.3936, pruned_loss=0.1703, over 12369.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07072, over 211.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3602, pruned_loss=0.123, over 2474553.92 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07439, over 20646.12 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3617, pruned_loss=0.124, over 2466729.63 frames. utt_duration=1211 frames, utt_pad_proportion=0.07355, over 8155.61 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3611, pruned_loss=0.1234, over 2475737.33 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0739, over 22296.31 utterances.], batch size: 211, lr: 1.01e-03
2022-08-21 02:30:08,817 INFO [train.py:927] (2/8) Epoch 2, batch 17100, giga_loss[loss=0.2786, simple_loss=0.3372, pruned_loss=0.11, over 12329.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3592, pruned_loss=0.1214, over 2474473.55 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07551, over 20434.62 utterances.], libri_tot_loss[loss=0.3041, simple_loss=0.3611, pruned_loss=0.1235, over 2466621.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.07186, over 8094.04 utterances.], giga_tot_loss[loss=0.3023, simple_loss=0.3604, pruned_loss=0.1221, over 2475777.53 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07558, over 22211.52 utterances.], batch size: 51, lr: 1.01e-03
2022-08-21 02:31:50,952 INFO [train.py:927] (2/8) Epoch 2, batch 17150, libri_loss[loss=0.2593, simple_loss=0.323, pruned_loss=0.0978, over 12414.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00711, over 30.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3583, pruned_loss=0.1205, over 2474251.77 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07238, over 20366.82 utterances.], libri_tot_loss[loss=0.3039, simple_loss=0.361, pruned_loss=0.1234, over 2466772.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.07058, over 8066.77 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.3594, pruned_loss=0.1211, over 2475332.42 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07312, over 22087.28 utterances.], batch size: 30, lr: 1.01e-03
2022-08-21 02:33:36,401 INFO [train.py:927] (2/8) Epoch 2, batch 17200, giga_loss[loss=0.28, simple_loss=0.3407, pruned_loss=0.1097, over 12456.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03425, over 98.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.356, pruned_loss=0.1196, over 2474111.74 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07751, over 20929.14 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3607, pruned_loss=0.1233, over 2466790.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.07031, over 8057.69 utterances.], giga_tot_loss[loss=0.2987, simple_loss=0.357, pruned_loss=0.1202, over 2475043.03 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07781, over 22445.37 utterances.], batch size: 98, lr: 1.01e-03
2022-08-21 02:35:21,221 INFO [train.py:927] (2/8) Epoch 2, batch 17250, giga_loss[loss=0.2706, simple_loss=0.3369, pruned_loss=0.1022, over 12357.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02955, over 70.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3526, pruned_loss=0.1177, over 2474242.49 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07391, over 20326.26 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3605, pruned_loss=0.1231, over 2466652.85 frames. utt_duration=1230 frames, utt_pad_proportion=0.06918, over 8031.18 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3535, pruned_loss=0.1182, over 2475301.50 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07477, over 21896.91 utterances.], batch size: 70, lr: 1.01e-03
2022-08-21 02:37:08,005 INFO [train.py:927] (2/8) Epoch 2, batch 17300, giga_loss[loss=0.3264, simple_loss=0.3739, pruned_loss=0.1395, over 12377.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03048, over 97.00 utterances.], tot_loss[loss=0.2923, simple_loss=0.3514, pruned_loss=0.1166, over 2474549.49 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06784, over 19890.93 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3604, pruned_loss=0.1229, over 2466962.60 frames. utt_duration=1231 frames, utt_pad_proportion=0.06792, over 8024.40 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.352, pruned_loss=0.1171, over 2475303.10 frames. utt_duration=463.8 frames, utt_pad_proportion=0.06937, over 21416.44 utterances.], batch size: 97, lr: 1.01e-03
2022-08-21 02:38:52,725 INFO [train.py:927] (2/8) Epoch 2, batch 17350, giga_loss[loss=0.3026, simple_loss=0.3563, pruned_loss=0.1244, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3502, pruned_loss=0.1134, over 2475064.10 frames. utt_duration=477.9 frames, utt_pad_proportion=0.067, over 20779.76 utterances.], libri_tot_loss[loss=0.3025, simple_loss=0.3598, pruned_loss=0.1226, over 2466891.82 frames. utt_duration=1223 frames, utt_pad_proportion=0.07083, over 8075.62 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3509, pruned_loss=0.1138, over 2475911.03 frames. utt_duration=446.4 frames, utt_pad_proportion=0.06731, over 22260.10 utterances.], batch size: 258, lr: 1.01e-03
2022-08-21 02:40:44,384 INFO [train.py:927] (2/8) Epoch 2, batch 17400, giga_loss[loss=0.2262, simple_loss=0.3135, pruned_loss=0.0695, over 12357.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03343, over 62.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3462, pruned_loss=0.1086, over 2475712.59 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06564, over 21428.08 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3597, pruned_loss=0.1225, over 2466926.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.07003, over 8053.59 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3467, pruned_loss=0.1089, over 2476452.54 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06617, over 22792.45 utterances.], batch size: 62, lr: 1.01e-03
2022-08-21 02:42:26,462 INFO [train.py:927] (2/8) Epoch 2, batch 17450, giga_loss[loss=0.2143, simple_loss=0.3003, pruned_loss=0.06417, over 12148.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04044, over 33.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3435, pruned_loss=0.1038, over 2475704.29 frames. utt_duration=452.6 frames, utt_pad_proportion=0.06651, over 21950.28 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3604, pruned_loss=0.1225, over 2467103.68 frames. utt_duration=1215 frames, utt_pad_proportion=0.07439, over 8128.90 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3431, pruned_loss=0.1038, over 2476250.07 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06542, over 23142.78 utterances.], batch size: 33, lr: 1.00e-03
2022-08-21 02:44:09,172 INFO [train.py:927] (2/8) Epoch 2, batch 17500, giga_loss[loss=0.2604, simple_loss=0.3285, pruned_loss=0.09617, over 12316.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3425, pruned_loss=0.1025, over 2475981.92 frames. utt_duration=440 frames, utt_pad_proportion=0.06812, over 22584.57 utterances.], libri_tot_loss[loss=0.3024, simple_loss=0.3601, pruned_loss=0.1224, over 2467246.24 frames. utt_duration=1220 frames, utt_pad_proportion=0.07332, over 8102.50 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3421, pruned_loss=0.1023, over 2476444.47 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0675, over 23789.23 utterances.], batch size: 51, lr: 1.00e-03
2022-08-21 02:45:51,751 INFO [train.py:927] (2/8) Epoch 2, batch 17550, giga_loss[loss=0.2468, simple_loss=0.3254, pruned_loss=0.08409, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04437, over 28.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3391, pruned_loss=0.1001, over 2476011.43 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0704, over 23486.22 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3598, pruned_loss=0.1222, over 2467302.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.07244, over 8087.06 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3388, pruned_loss=0.09977, over 2476440.60 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07009, over 24661.37 utterances.], batch size: 28, lr: 1.00e-03
2022-08-21 02:47:34,199 INFO [train.py:927] (2/8) Epoch 2, batch 17600, giga_loss[loss=0.2399, simple_loss=0.3198, pruned_loss=0.07999, over 12149.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03425, over 36.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3373, pruned_loss=0.09838, over 2476305.28 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06796, over 23436.50 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3596, pruned_loss=0.1222, over 2467484.10 frames. utt_duration=1225 frames, utt_pad_proportion=0.07193, over 8069.23 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3371, pruned_loss=0.09795, over 2476563.34 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06796, over 24515.76 utterances.], batch size: 36, lr: 1.00e-03
2022-08-21 02:49:15,434 INFO [train.py:927] (2/8) Epoch 2, batch 17650, giga_loss[loss=0.2175, simple_loss=0.3016, pruned_loss=0.06672, over 12361.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03677, over 122.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3347, pruned_loss=0.09571, over 2476280.86 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06819, over 23204.21 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3598, pruned_loss=0.1223, over 2467477.94 frames. utt_duration=1214 frames, utt_pad_proportion=0.07542, over 8139.54 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3337, pruned_loss=0.09463, over 2476727.31 frames. utt_duration=407 frames, utt_pad_proportion=0.06713, over 24427.96 utterances.], batch size: 122, lr: 1.00e-03
2022-08-21 02:50:59,431 INFO [train.py:927] (2/8) Epoch 2, batch 17700, giga_loss[loss=0.3016, simple_loss=0.3592, pruned_loss=0.122, over 12386.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06975, over 211.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.331, pruned_loss=0.09329, over 2476574.48 frames. utt_duration=432.5 frames, utt_pad_proportion=0.06704, over 22983.93 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3597, pruned_loss=0.1223, over 2467836.55 frames. utt_duration=1206 frames, utt_pad_proportion=0.07774, over 8193.63 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3296, pruned_loss=0.09172, over 2476867.25 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06542, over 24292.01 utterances.], batch size: 211, lr: 1.00e-03
2022-08-21 02:52:44,063 INFO [train.py:927] (2/8) Epoch 2, batch 17750, giga_loss[loss=0.2744, simple_loss=0.3306, pruned_loss=0.1091, over 12374.00 frames. utt_duration=194 frames, utt_pad_proportion=0.102, over 257.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3291, pruned_loss=0.09271, over 2476598.26 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07231, over 24236.38 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3591, pruned_loss=0.1219, over 2468074.05 frames. utt_duration=1210 frames, utt_pad_proportion=0.07609, over 8166.99 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3277, pruned_loss=0.09105, over 2476867.51 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07126, over 25731.66 utterances.], batch size: 257, lr: 1.00e-03
2022-08-21 02:54:41,115 INFO [train.py:927] (2/8) Epoch 2, batch 17800, giga_loss[loss=0.2527, simple_loss=0.3344, pruned_loss=0.08551, over 12364.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3314, pruned_loss=0.09325, over 2477239.41 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06929, over 23694.34 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3587, pruned_loss=0.1218, over 2468670.07 frames. utt_duration=1212 frames, utt_pad_proportion=0.0749, over 8158.41 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3298, pruned_loss=0.09107, over 2477184.94 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06891, over 25413.83 utterances.], batch size: 58, lr: 1.00e-03
2022-08-21 02:56:44,378 INFO [train.py:927] (2/8) Epoch 2, batch 17850, giga_loss[loss=0.2477, simple_loss=0.3178, pruned_loss=0.08881, over 12421.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07218, over 212.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3301, pruned_loss=0.09261, over 2477836.46 frames. utt_duration=423 frames, utt_pad_proportion=0.06415, over 23509.72 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3576, pruned_loss=0.1214, over 2468730.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.07298, over 8108.64 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3289, pruned_loss=0.09026, over 2478016.13 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06467, over 25419.79 utterances.], batch size: 212, lr: 1.00e-03
2022-08-21 02:58:40,525 INFO [train.py:927] (2/8) Epoch 2, batch 17900, giga_loss[loss=0.2249, simple_loss=0.3033, pruned_loss=0.07325, over 12450.00 frames. utt_duration=542.6 frames, utt_pad_proportion=0.03272, over 92.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3282, pruned_loss=0.09044, over 2477912.34 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06603, over 23567.01 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3573, pruned_loss=0.1212, over 2468923.47 frames. utt_duration=1225 frames, utt_pad_proportion=0.07081, over 8068.75 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3266, pruned_loss=0.08779, over 2478203.44 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06677, over 25664.25 utterances.], batch size: 92, lr: 1.00e-03
2022-08-21 03:00:47,247 INFO [train.py:927] (2/8) Epoch 2, batch 17950, giga_loss[loss=0.2539, simple_loss=0.3276, pruned_loss=0.0901, over 12397.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3261, pruned_loss=0.09015, over 2477338.05 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06626, over 23289.17 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3572, pruned_loss=0.1213, over 2468818.07 frames. utt_duration=1227 frames, utt_pad_proportion=0.06914, over 8058.57 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.324, pruned_loss=0.0869, over 2477942.53 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06728, over 25464.54 utterances.], batch size: 161, lr: 9.99e-04
2022-08-21 03:02:39,107 INFO [train.py:927] (2/8) Epoch 2, batch 18000, giga_loss[loss=0.2428, simple_loss=0.3269, pruned_loss=0.0794, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3237, pruned_loss=0.08844, over 2477534.85 frames. utt_duration=411 frames, utt_pad_proportion=0.07019, over 24189.80 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3569, pruned_loss=0.1212, over 2468743.30 frames. utt_duration=1230 frames, utt_pad_proportion=0.06819, over 8039.65 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3217, pruned_loss=0.08544, over 2478217.59 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07091, over 26189.17 utterances.], batch size: 113, lr: 9.99e-04
2022-08-21 03:02:39,108 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 03:02:53,875 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2179, simple_loss=0.3203, pruned_loss=0.05773, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 03:04:58,775 INFO [train.py:927] (2/8) Epoch 2, batch 18050, giga_loss[loss=0.225, simple_loss=0.2891, pruned_loss=0.08047, over 12382.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1699, over 354.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3255, pruned_loss=0.0892, over 2476868.22 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07581, over 25272.84 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3571, pruned_loss=0.1212, over 2468217.85 frames. utt_duration=1233 frames, utt_pad_proportion=0.06671, over 8013.71 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3227, pruned_loss=0.08586, over 2478154.65 frames. utt_duration=363.6 frames, utt_pad_proportion=0.07641, over 27360.23 utterances.], batch size: 354, lr: 9.98e-04
2022-08-21 03:07:06,756 INFO [train.py:927] (2/8) Epoch 2, batch 18100, giga_loss[loss=0.2317, simple_loss=0.3125, pruned_loss=0.07546, over 12449.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03419, over 86.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3225, pruned_loss=0.08726, over 2476603.45 frames. utt_duration=399.4 frames, utt_pad_proportion=0.07341, over 24883.70 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3568, pruned_loss=0.1211, over 2468311.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06601, over 7999.55 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3202, pruned_loss=0.08433, over 2477642.32 frames. utt_duration=371.4 frames, utt_pad_proportion=0.07427, over 26773.67 utterances.], batch size: 86, lr: 9.98e-04
2022-08-21 03:09:10,449 INFO [train.py:927] (2/8) Epoch 2, batch 18150, giga_loss[loss=0.2241, simple_loss=0.3204, pruned_loss=0.06396, over 12366.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.324, pruned_loss=0.08589, over 2477183.76 frames. utt_duration=383 frames, utt_pad_proportion=0.07428, over 25953.70 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3568, pruned_loss=0.1211, over 2468311.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.06601, over 7999.55 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3222, pruned_loss=0.08361, over 2477992.32 frames. utt_duration=362.7 frames, utt_pad_proportion=0.07488, over 27424.68 utterances.], batch size: 97, lr: 9.97e-04
2022-08-21 03:11:18,523 INFO [train.py:927] (2/8) Epoch 2, batch 18200, giga_loss[loss=0.2303, simple_loss=0.3087, pruned_loss=0.07595, over 12455.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.0336, over 43.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3239, pruned_loss=0.08414, over 2477437.00 frames. utt_duration=381.8 frames, utt_pad_proportion=0.07376, over 26039.19 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3566, pruned_loss=0.1209, over 2468247.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06527, over 7982.64 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3222, pruned_loss=0.08204, over 2478239.77 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07448, over 27435.34 utterances.], batch size: 43, lr: 9.96e-04
2022-08-21 03:13:21,395 INFO [train.py:927] (2/8) Epoch 2, batch 18250, giga_loss[loss=0.2583, simple_loss=0.327, pruned_loss=0.09481, over 12424.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.029, over 80.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3247, pruned_loss=0.08503, over 2477269.42 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06976, over 24468.39 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3569, pruned_loss=0.1209, over 2468144.51 frames. utt_duration=1242 frames, utt_pad_proportion=0.06406, over 7958.21 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3224, pruned_loss=0.08254, over 2478204.18 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07093, over 25987.37 utterances.], batch size: 80, lr: 9.96e-04
2022-08-21 03:15:50,449 INFO [train.py:927] (2/8) Epoch 2, batch 18300, giga_loss[loss=0.2317, simple_loss=0.3128, pruned_loss=0.07529, over 12438.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3286, pruned_loss=0.08749, over 2477860.33 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06486, over 24387.48 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3584, pruned_loss=0.1213, over 2468030.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.06261, over 7929.91 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3247, pruned_loss=0.08422, over 2478956.38 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06649, over 26078.27 utterances.], batch size: 105, lr: 9.95e-04
2022-08-21 03:18:00,104 INFO [train.py:927] (2/8) Epoch 2, batch 18350, giga_loss[loss=0.1855, simple_loss=0.2741, pruned_loss=0.04843, over 12412.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04442, over 26.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3254, pruned_loss=0.0862, over 2478053.83 frames. utt_duration=409 frames, utt_pad_proportion=0.06512, over 24304.57 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3585, pruned_loss=0.1215, over 2468111.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.06177, over 7926.83 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3214, pruned_loss=0.08259, over 2479079.12 frames. utt_duration=382 frames, utt_pad_proportion=0.06666, over 26040.06 utterances.], batch size: 26, lr: 9.95e-04
2022-08-21 03:20:03,575 INFO [train.py:927] (2/8) Epoch 2, batch 18400, giga_loss[loss=0.2453, simple_loss=0.3341, pruned_loss=0.07823, over 12343.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02958, over 66.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3239, pruned_loss=0.0857, over 2478386.36 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06791, over 24702.45 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3581, pruned_loss=0.1215, over 2468146.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.06089, over 7901.51 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3205, pruned_loss=0.08226, over 2479328.93 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06922, over 26399.80 utterances.], batch size: 66, lr: 9.94e-04
2022-08-21 03:22:03,289 INFO [train.py:927] (2/8) Epoch 2, batch 18450, giga_loss[loss=0.3019, simple_loss=0.3481, pruned_loss=0.1279, over 12397.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09729, over 256.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3237, pruned_loss=0.08634, over 2478515.85 frames. utt_duration=407.2 frames, utt_pad_proportion=0.0665, over 24415.89 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.357, pruned_loss=0.1208, over 2468408.15 frames. utt_duration=1255 frames, utt_pad_proportion=0.0594, over 7874.48 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3209, pruned_loss=0.08306, over 2479367.89 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06811, over 26326.71 utterances.], batch size: 256, lr: 9.94e-04
2022-08-21 03:24:08,711 INFO [train.py:927] (2/8) Epoch 2, batch 18500, giga_loss[loss=0.2631, simple_loss=0.3304, pruned_loss=0.09791, over 12396.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03746, over 105.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3248, pruned_loss=0.08759, over 2478895.81 frames. utt_duration=409 frames, utt_pad_proportion=0.06303, over 24311.83 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3571, pruned_loss=0.1209, over 2468413.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.05912, over 7885.58 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3217, pruned_loss=0.08416, over 2479770.35 frames. utt_duration=380 frames, utt_pad_proportion=0.06467, over 26183.02 utterances.], batch size: 105, lr: 9.93e-04
2022-08-21 03:26:20,986 INFO [train.py:927] (2/8) Epoch 2, batch 18550, giga_loss[loss=0.2539, simple_loss=0.3336, pruned_loss=0.08707, over 12422.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3257, pruned_loss=0.08756, over 2478301.08 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06358, over 24174.99 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3567, pruned_loss=0.1208, over 2468406.59 frames. utt_duration=1244 frames, utt_pad_proportion=0.06248, over 7946.74 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3231, pruned_loss=0.08441, over 2479183.88 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06407, over 25888.29 utterances.], batch size: 133, lr: 9.93e-04
2022-08-21 03:28:36,678 INFO [train.py:927] (2/8) Epoch 2, batch 18600, giga_loss[loss=0.226, simple_loss=0.2967, pruned_loss=0.07764, over 12308.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.03376, over 70.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3232, pruned_loss=0.08672, over 2478437.04 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06285, over 24163.93 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3563, pruned_loss=0.1205, over 2468231.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.06157, over 7918.05 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.08386, over 2479462.08 frames. utt_duration=385 frames, utt_pad_proportion=0.06352, over 25838.51 utterances.], batch size: 70, lr: 9.92e-04
2022-08-21 03:30:34,199 INFO [train.py:927] (2/8) Epoch 2, batch 18650, giga_loss[loss=0.2188, simple_loss=0.2947, pruned_loss=0.07143, over 12448.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03803, over 37.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3182, pruned_loss=0.08512, over 2477842.63 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06389, over 23586.17 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3551, pruned_loss=0.12, over 2468194.62 frames. utt_duration=1251 frames, utt_pad_proportion=0.06083, over 7898.25 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08182, over 2479087.10 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06459, over 25606.34 utterances.], batch size: 37, lr: 9.92e-04
2022-08-21 03:32:31,590 INFO [train.py:927] (2/8) Epoch 2, batch 18700, giga_loss[loss=0.1899, simple_loss=0.263, pruned_loss=0.05836, over 12360.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.175, over 356.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.319, pruned_loss=0.08572, over 2477728.97 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06865, over 24514.52 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3557, pruned_loss=0.1203, over 2468102.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06429, over 7961.86 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3162, pruned_loss=0.0824, over 2478901.50 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06785, over 26258.65 utterances.], batch size: 356, lr: 9.91e-04
2022-08-21 03:34:36,947 INFO [train.py:927] (2/8) Epoch 2, batch 18750, giga_loss[loss=0.2388, simple_loss=0.319, pruned_loss=0.07929, over 12426.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04872, over 147.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3171, pruned_loss=0.08365, over 2477663.70 frames. utt_duration=412.4 frames, utt_pad_proportion=0.0678, over 24103.62 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3561, pruned_loss=0.1207, over 2468288.41 frames. utt_duration=1230 frames, utt_pad_proportion=0.06779, over 8034.90 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3139, pruned_loss=0.08008, over 2478582.27 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06628, over 25721.35 utterances.], batch size: 147, lr: 9.91e-04
2022-08-21 03:36:56,207 INFO [train.py:927] (2/8) Epoch 2, batch 18800, giga_loss[loss=0.2441, simple_loss=0.3244, pruned_loss=0.08191, over 12402.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02665, over 58.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3154, pruned_loss=0.08271, over 2478098.45 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06765, over 24201.53 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3562, pruned_loss=0.121, over 2468349.45 frames. utt_duration=1230 frames, utt_pad_proportion=0.06722, over 8036.29 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3121, pruned_loss=0.07906, over 2478903.26 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06664, over 25716.29 utterances.], batch size: 58, lr: 9.90e-04
2022-08-21 03:38:55,439 INFO [train.py:927] (2/8) Epoch 2, batch 18850, giga_loss[loss=0.2484, simple_loss=0.3214, pruned_loss=0.08767, over 12424.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03396, over 105.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3155, pruned_loss=0.08401, over 2477516.19 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07525, over 24951.31 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3557, pruned_loss=0.1209, over 2468148.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.06985, over 8078.18 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3121, pruned_loss=0.07994, over 2478652.19 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07335, over 26642.20 utterances.], batch size: 105, lr: 9.89e-04
2022-08-21 03:40:51,836 INFO [train.py:927] (2/8) Epoch 2, batch 18900, giga_loss[loss=0.2373, simple_loss=0.3062, pruned_loss=0.08423, over 12414.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07293, over 212.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3148, pruned_loss=0.08346, over 2477129.32 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07119, over 25213.91 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3556, pruned_loss=0.1208, over 2468205.69 frames. utt_duration=1224 frames, utt_pad_proportion=0.06936, over 8075.11 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3117, pruned_loss=0.07992, over 2478092.99 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07007, over 26767.63 utterances.], batch size: 212, lr: 9.89e-04
2022-08-21 03:42:53,351 INFO [train.py:927] (2/8) Epoch 2, batch 18950, giga_loss[loss=0.213, simple_loss=0.3011, pruned_loss=0.06243, over 12280.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.03563, over 51.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3165, pruned_loss=0.08278, over 2477365.01 frames. utt_duration=382.4 frames, utt_pad_proportion=0.07501, over 25999.23 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3559, pruned_loss=0.121, over 2468184.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06908, over 8070.73 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3136, pruned_loss=0.07968, over 2478176.04 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07405, over 27292.20 utterances.], batch size: 51, lr: 9.88e-04
2022-08-21 03:44:49,072 INFO [train.py:927] (2/8) Epoch 2, batch 19000, giga_loss[loss=0.2347, simple_loss=0.3204, pruned_loss=0.07451, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03741, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3205, pruned_loss=0.0845, over 2477595.05 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07524, over 26397.41 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3581, pruned_loss=0.1215, over 2468229.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06825, over 8081.95 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3151, pruned_loss=0.08035, over 2478496.34 frames. utt_duration=355.3 frames, utt_pad_proportion=0.07476, over 27997.94 utterances.], batch size: 113, lr: 9.88e-04
2022-08-21 03:46:49,263 INFO [train.py:927] (2/8) Epoch 2, batch 19050, giga_loss[loss=0.2375, simple_loss=0.3228, pruned_loss=0.07608, over 12342.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3198, pruned_loss=0.08341, over 2477560.46 frames. utt_duration=397.3 frames, utt_pad_proportion=0.0698, over 25019.35 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3582, pruned_loss=0.1214, over 2468573.20 frames. utt_duration=1223 frames, utt_pad_proportion=0.0674, over 8085.00 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3142, pruned_loss=0.07904, over 2478267.20 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07, over 26839.02 utterances.], batch size: 58, lr: 9.87e-04
2022-08-21 03:48:48,044 INFO [train.py:927] (2/8) Epoch 2, batch 19100, giga_loss[loss=0.2283, simple_loss=0.3116, pruned_loss=0.07245, over 12423.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.02785, over 122.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3179, pruned_loss=0.0834, over 2477157.69 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06994, over 24584.53 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3572, pruned_loss=0.1208, over 2468459.78 frames. utt_duration=1222 frames, utt_pad_proportion=0.06712, over 8087.75 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07883, over 2478193.20 frames. utt_duration=371.9 frames, utt_pad_proportion=0.0702, over 26739.90 utterances.], batch size: 122, lr: 9.87e-04
2022-08-21 03:50:54,853 INFO [train.py:927] (2/8) Epoch 2, batch 19150, libri_loss[loss=0.219, simple_loss=0.2785, pruned_loss=0.07975, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01115, over 28.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3188, pruned_loss=0.08348, over 2477214.86 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06917, over 24759.91 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3562, pruned_loss=0.1203, over 2468486.07 frames. utt_duration=1226 frames, utt_pad_proportion=0.06628, over 8063.55 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07945, over 2478203.45 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06971, over 26897.63 utterances.], batch size: 28, lr: 9.86e-04
2022-08-21 03:52:52,870 INFO [train.py:927] (2/8) Epoch 2, batch 19200, giga_loss[loss=0.2042, simple_loss=0.2822, pruned_loss=0.06315, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03332, over 39.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3209, pruned_loss=0.08513, over 2477795.25 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06867, over 24786.07 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3558, pruned_loss=0.1203, over 2468790.80 frames. utt_duration=1216 frames, utt_pad_proportion=0.06965, over 8128.90 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3171, pruned_loss=0.08118, over 2478520.10 frames. utt_duration=371 frames, utt_pad_proportion=0.06835, over 26809.44 utterances.], batch size: 39, lr: 9.86e-04
2022-08-21 03:54:52,802 INFO [train.py:927] (2/8) Epoch 2, batch 19250, giga_loss[loss=0.2797, simple_loss=0.3435, pruned_loss=0.1079, over 12473.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.02966, over 92.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.325, pruned_loss=0.08691, over 2477320.81 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07093, over 24992.96 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3582, pruned_loss=0.1213, over 2468778.14 frames. utt_duration=1217 frames, utt_pad_proportion=0.06845, over 8121.30 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.319, pruned_loss=0.08191, over 2478160.78 frames. utt_duration=367 frames, utt_pad_proportion=0.07086, over 27097.70 utterances.], batch size: 92, lr: 9.85e-04
2022-08-21 03:57:12,945 INFO [train.py:927] (2/8) Epoch 2, batch 19300, giga_loss[loss=0.2482, simple_loss=0.3182, pruned_loss=0.08909, over 12366.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3228, pruned_loss=0.08537, over 2477773.48 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06697, over 24869.52 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3582, pruned_loss=0.1213, over 2468778.14 frames. utt_duration=1217 frames, utt_pad_proportion=0.06845, over 8121.30 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3181, pruned_loss=0.08148, over 2478427.24 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06717, over 26507.67 utterances.], batch size: 97, lr: 9.85e-04
2022-08-21 03:59:12,575 INFO [train.py:927] (2/8) Epoch 2, batch 19350, giga_loss[loss=0.2471, simple_loss=0.3198, pruned_loss=0.08717, over 12427.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3213, pruned_loss=0.08499, over 2477139.47 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06686, over 24948.26 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3572, pruned_loss=0.1206, over 2468330.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.06679, over 8059.99 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3173, pruned_loss=0.08134, over 2478386.50 frames. utt_duration=370 frames, utt_pad_proportion=0.06748, over 26877.67 utterances.], batch size: 80, lr: 9.84e-04
2022-08-21 04:01:27,646 INFO [train.py:927] (2/8) Epoch 2, batch 19400, giga_loss[loss=0.2049, simple_loss=0.3031, pruned_loss=0.05335, over 12316.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.02889, over 66.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3189, pruned_loss=0.08412, over 2477199.63 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07024, over 25413.45 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3568, pruned_loss=0.1204, over 2468182.55 frames. utt_duration=1229 frames, utt_pad_proportion=0.06643, over 8043.41 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3158, pruned_loss=0.08111, over 2478392.08 frames. utt_duration=367 frames, utt_pad_proportion=0.07062, over 27101.94 utterances.], batch size: 66, lr: 9.84e-04
2022-08-21 04:03:30,900 INFO [train.py:927] (2/8) Epoch 2, batch 19450, libri_loss[loss=0.2574, simple_loss=0.3255, pruned_loss=0.09467, over 12197.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03824, over 27.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3198, pruned_loss=0.08409, over 2476736.80 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06858, over 24695.55 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.357, pruned_loss=0.1206, over 2468168.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.06637, over 8062.61 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.316, pruned_loss=0.08035, over 2478016.96 frames. utt_duration=374 frames, utt_pad_proportion=0.06905, over 26583.92 utterances.], batch size: 27, lr: 9.83e-04
2022-08-21 04:05:21,748 INFO [train.py:927] (2/8) Epoch 2, batch 19500, giga_loss[loss=0.2786, simple_loss=0.3403, pruned_loss=0.1085, over 12431.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06882, over 213.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3205, pruned_loss=0.08291, over 2477181.33 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06655, over 24268.08 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3563, pruned_loss=0.1199, over 2468377.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.06474, over 8031.94 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.317, pruned_loss=0.07941, over 2478283.55 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06751, over 26299.97 utterances.], batch size: 213, lr: 9.83e-04
2022-08-21 04:07:31,694 INFO [train.py:927] (2/8) Epoch 2, batch 19550, giga_loss[loss=0.2564, simple_loss=0.3223, pruned_loss=0.0952, over 12392.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09791, over 256.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.321, pruned_loss=0.08312, over 2477818.49 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06757, over 24829.68 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3564, pruned_loss=0.1199, over 2468491.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06406, over 8034.20 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3175, pruned_loss=0.07969, over 2478748.47 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06843, over 26713.74 utterances.], batch size: 256, lr: 9.82e-04
2022-08-21 04:09:44,934 INFO [train.py:927] (2/8) Epoch 2, batch 19600, giga_loss[loss=0.2113, simple_loss=0.3101, pruned_loss=0.05625, over 12468.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.03449, over 71.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3206, pruned_loss=0.08252, over 2477585.38 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06473, over 24342.18 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3553, pruned_loss=0.1193, over 2468837.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.06218, over 7980.62 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3175, pruned_loss=0.07903, over 2478342.15 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06617, over 26498.24 utterances.], batch size: 71, lr: 9.81e-04
2022-08-21 04:11:56,049 INFO [train.py:927] (2/8) Epoch 2, batch 19650, giga_loss[loss=0.2604, simple_loss=0.3379, pruned_loss=0.09146, over 12375.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3208, pruned_loss=0.08228, over 2477116.04 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06771, over 24506.07 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3546, pruned_loss=0.1189, over 2468769.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.06099, over 7951.50 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3179, pruned_loss=0.07867, over 2478060.17 frames. utt_duration=371.4 frames, utt_pad_proportion=0.069, over 26776.73 utterances.], batch size: 91, lr: 9.81e-04
2022-08-21 04:14:14,543 INFO [train.py:927] (2/8) Epoch 2, batch 19700, giga_loss[loss=0.215, simple_loss=0.2999, pruned_loss=0.06503, over 12469.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.02647, over 75.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3207, pruned_loss=0.08173, over 2477317.65 frames. utt_duration=420 frames, utt_pad_proportion=0.06671, over 23659.36 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3546, pruned_loss=0.119, over 2468752.59 frames. utt_duration=1242 frames, utt_pad_proportion=0.06086, over 7963.60 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3178, pruned_loss=0.07821, over 2478232.67 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06791, over 25730.23 utterances.], batch size: 75, lr: 9.80e-04
2022-08-21 04:16:36,408 INFO [train.py:927] (2/8) Epoch 2, batch 19750, giga_loss[loss=0.1944, simple_loss=0.2928, pruned_loss=0.04805, over 12344.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.0302, over 62.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3182, pruned_loss=0.08056, over 2477437.91 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06336, over 23133.65 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3541, pruned_loss=0.1189, over 2468682.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06046, over 7944.02 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.316, pruned_loss=0.0775, over 2478279.09 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06468, over 24907.05 utterances.], batch size: 62, lr: 9.80e-04
2022-08-21 04:18:36,416 INFO [train.py:927] (2/8) Epoch 2, batch 19800, giga_loss[loss=0.2216, simple_loss=0.3104, pruned_loss=0.06634, over 12423.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02971, over 75.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.319, pruned_loss=0.07984, over 2477609.38 frames. utt_duration=438.7 frames, utt_pad_proportion=0.06187, over 22652.43 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3552, pruned_loss=0.1189, over 2468827.83 frames. utt_duration=1242 frames, utt_pad_proportion=0.06044, over 7958.14 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3156, pruned_loss=0.07665, over 2478315.22 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06302, over 24319.76 utterances.], batch size: 75, lr: 9.79e-04
2022-08-21 04:20:32,294 INFO [train.py:927] (2/8) Epoch 2, batch 19850, giga_loss[loss=0.2762, simple_loss=0.3475, pruned_loss=0.1024, over 12364.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04693, over 146.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3219, pruned_loss=0.08141, over 2477668.50 frames. utt_duration=434.8 frames, utt_pad_proportion=0.05951, over 22857.07 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3553, pruned_loss=0.1189, over 2468803.81 frames. utt_duration=1244 frames, utt_pad_proportion=0.05959, over 7950.13 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3185, pruned_loss=0.07826, over 2478386.60 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0608, over 24437.93 utterances.], batch size: 146, lr: 9.79e-04
2022-08-21 04:22:26,224 INFO [train.py:927] (2/8) Epoch 2, batch 19900, giga_loss[loss=0.2365, simple_loss=0.297, pruned_loss=0.08798, over 12371.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3197, pruned_loss=0.08137, over 2477858.81 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06463, over 23845.77 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3556, pruned_loss=0.1193, over 2468911.33 frames. utt_duration=1244 frames, utt_pad_proportion=0.05895, over 7949.90 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3163, pruned_loss=0.07804, over 2478429.32 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06554, over 25309.84 utterances.], batch size: 362, lr: 9.78e-04
2022-08-21 04:24:18,464 INFO [train.py:927] (2/8) Epoch 2, batch 19950, libri_loss[loss=0.3528, simple_loss=0.4023, pruned_loss=0.1516, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006269, over 37.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3233, pruned_loss=0.08549, over 2477261.42 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07002, over 24675.58 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.355, pruned_loss=0.1191, over 2468737.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.0617, over 7991.66 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3201, pruned_loss=0.08192, over 2478078.34 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06975, over 26248.86 utterances.], batch size: 37, lr: 9.78e-04
2022-08-21 04:25:58,792 INFO [train.py:927] (2/8) Epoch 2, batch 20000, giga_loss[loss=0.2731, simple_loss=0.3488, pruned_loss=0.09876, over 12416.00 frames. utt_duration=753.8 frames, utt_pad_proportion=0.02355, over 66.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3319, pruned_loss=0.09104, over 2476563.99 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07025, over 23373.08 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3542, pruned_loss=0.1185, over 2468737.23 frames. utt_duration=1232 frames, utt_pad_proportion=0.06497, over 8024.96 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3291, pruned_loss=0.08757, over 2477506.93 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06901, over 25181.78 utterances.], batch size: 66, lr: 9.77e-04
2022-08-21 04:27:39,604 INFO [train.py:927] (2/8) Epoch 2, batch 20050, giga_loss[loss=0.2042, simple_loss=0.2777, pruned_loss=0.06539, over 12255.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02854, over 42.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.33, pruned_loss=0.09169, over 2476697.68 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06646, over 21958.19 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3539, pruned_loss=0.1186, over 2468833.74 frames. utt_duration=1235 frames, utt_pad_proportion=0.06424, over 8006.72 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3277, pruned_loss=0.08842, over 2477464.07 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0659, over 23607.69 utterances.], batch size: 42, lr: 9.77e-04
2022-08-21 04:29:21,494 INFO [train.py:927] (2/8) Epoch 2, batch 20100, giga_loss[loss=0.2251, simple_loss=0.2966, pruned_loss=0.0768, over 12397.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02911, over 58.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3242, pruned_loss=0.08989, over 2475357.86 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06492, over 20504.93 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3544, pruned_loss=0.1191, over 2469016.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.06738, over 8094.04 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3213, pruned_loss=0.08627, over 2475980.41 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06356, over 22035.47 utterances.], batch size: 58, lr: 9.76e-04
2022-08-21 04:31:03,670 INFO [train.py:927] (2/8) Epoch 2, batch 20150, giga_loss[loss=0.2306, simple_loss=0.3006, pruned_loss=0.08034, over 12374.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06507, over 183.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3161, pruned_loss=0.08577, over 2475036.86 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06519, over 19842.02 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3552, pruned_loss=0.1191, over 2469129.65 frames. utt_duration=1210 frames, utt_pad_proportion=0.07152, over 8174.11 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3126, pruned_loss=0.08252, over 2475492.56 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0625, over 21138.00 utterances.], batch size: 183, lr: 9.76e-04
2022-08-21 04:32:46,767 INFO [train.py:927] (2/8) Epoch 2, batch 20200, giga_loss[loss=0.1969, simple_loss=0.2718, pruned_loss=0.06098, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03222, over 42.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3131, pruned_loss=0.08344, over 2475375.84 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06314, over 19815.83 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3588, pruned_loss=0.1193, over 2469208.24 frames. utt_duration=1210 frames, utt_pad_proportion=0.07068, over 8169.55 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3066, pruned_loss=0.08005, over 2475774.37 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06135, over 21046.38 utterances.], batch size: 42, lr: 9.75e-04
2022-08-21 04:34:27,801 INFO [train.py:927] (2/8) Epoch 2, batch 20250, giga_loss[loss=0.1833, simple_loss=0.2564, pruned_loss=0.05509, over 12188.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03803, over 33.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3089, pruned_loss=0.08322, over 2474295.26 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06477, over 19065.67 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3573, pruned_loss=0.1189, over 2469308.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.07148, over 8157.20 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3017, pruned_loss=0.07839, over 2474895.45 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06273, over 20834.58 utterances.], batch size: 33, lr: 9.75e-04
2022-08-21 04:36:12,030 INFO [train.py:927] (2/8) Epoch 2, batch 20300, giga_loss[loss=0.2035, simple_loss=0.273, pruned_loss=0.06699, over 12343.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04237, over 113.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3036, pruned_loss=0.08127, over 2474402.58 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06673, over 19505.78 utterances.], libri_tot_loss[loss=0.297, simple_loss=0.3566, pruned_loss=0.1187, over 2469392.04 frames. utt_duration=1217 frames, utt_pad_proportion=0.06988, over 8125.90 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.2971, pruned_loss=0.07664, over 2474939.20 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06549, over 21244.97 utterances.], batch size: 113, lr: 9.74e-04
2022-08-21 04:37:54,686 INFO [train.py:927] (2/8) Epoch 2, batch 20350, giga_loss[loss=0.166, simple_loss=0.24, pruned_loss=0.04596, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03448, over 51.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.2996, pruned_loss=0.07997, over 2474243.49 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06703, over 19799.10 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3563, pruned_loss=0.119, over 2469137.44 frames. utt_duration=1205 frames, utt_pad_proportion=0.07319, over 8203.38 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.2929, pruned_loss=0.07475, over 2475039.01 frames. utt_duration=462.2 frames, utt_pad_proportion=0.06475, over 21488.70 utterances.], batch size: 51, lr: 9.74e-04
2022-08-21 04:39:37,541 INFO [train.py:927] (2/8) Epoch 2, batch 20400, giga_loss[loss=0.1963, simple_loss=0.2664, pruned_loss=0.06313, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.2932, pruned_loss=0.07661, over 2473958.04 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06738, over 19895.26 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.356, pruned_loss=0.1189, over 2468959.32 frames. utt_duration=1209 frames, utt_pad_proportion=0.07243, over 8176.45 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2875, pruned_loss=0.07202, over 2474795.28 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06575, over 21397.35 utterances.], batch size: 70, lr: 9.73e-04
2022-08-21 04:41:22,599 INFO [train.py:927] (2/8) Epoch 2, batch 20450, libri_loss[loss=0.2911, simple_loss=0.3432, pruned_loss=0.1195, over 12273.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006893, over 32.00 utterances.], tot_loss[loss=0.226, simple_loss=0.2958, pruned_loss=0.0781, over 2474411.97 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07021, over 20038.46 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3559, pruned_loss=0.1189, over 2468887.52 frames. utt_duration=1211 frames, utt_pad_proportion=0.07217, over 8167.56 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2911, pruned_loss=0.07431, over 2475166.44 frames. utt_duration=466.7 frames, utt_pad_proportion=0.06887, over 21281.97 utterances.], batch size: 32, lr: 9.73e-04
2022-08-21 04:43:04,958 INFO [train.py:927] (2/8) Epoch 2, batch 20500, libri_loss[loss=0.3066, simple_loss=0.3704, pruned_loss=0.1214, over 12375.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01403, over 41.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3076, pruned_loss=0.08481, over 2473902.27 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06991, over 19415.74 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.355, pruned_loss=0.1185, over 2468977.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07451, over 8190.99 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3024, pruned_loss=0.08059, over 2474659.04 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06777, over 20882.56 utterances.], batch size: 41, lr: 9.72e-04
2022-08-21 04:44:48,536 INFO [train.py:927] (2/8) Epoch 2, batch 20550, giga_loss[loss=0.2373, simple_loss=0.3295, pruned_loss=0.07251, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3152, pruned_loss=0.08752, over 2473333.51 frames. utt_duration=508 frames, utt_pad_proportion=0.07144, over 19530.98 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3542, pruned_loss=0.1181, over 2468689.78 frames. utt_duration=1212 frames, utt_pad_proportion=0.07347, over 8155.50 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.311, pruned_loss=0.08396, over 2474272.99 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07001, over 20927.72 utterances.], batch size: 70, lr: 9.72e-04
2022-08-21 04:46:33,076 INFO [train.py:927] (2/8) Epoch 2, batch 20600, giga_loss[loss=0.2434, simple_loss=0.3143, pruned_loss=0.08625, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03735, over 31.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3188, pruned_loss=0.08843, over 2473624.21 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07456, over 19915.79 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3537, pruned_loss=0.1178, over 2468797.73 frames. utt_duration=1215 frames, utt_pad_proportion=0.07273, over 8137.33 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3154, pruned_loss=0.08542, over 2474331.74 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07355, over 21204.66 utterances.], batch size: 31, lr: 9.71e-04
2022-08-21 04:48:16,959 INFO [train.py:927] (2/8) Epoch 2, batch 20650, giga_loss[loss=0.2503, simple_loss=0.3261, pruned_loss=0.08722, over 12437.00 frames. utt_duration=803.7 frames, utt_pad_proportion=0.02701, over 62.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3257, pruned_loss=0.09191, over 2474719.56 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07135, over 20094.15 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3548, pruned_loss=0.1177, over 2468789.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.07218, over 8126.97 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3216, pruned_loss=0.08939, over 2475334.50 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07092, over 21228.48 utterances.], batch size: 62, lr: 9.71e-04
2022-08-21 04:49:59,494 INFO [train.py:927] (2/8) Epoch 2, batch 20700, giga_loss[loss=0.2617, simple_loss=0.3424, pruned_loss=0.09049, over 12313.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03068, over 28.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3302, pruned_loss=0.09323, over 2474411.08 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06766, over 18930.47 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3555, pruned_loss=0.1177, over 2468922.49 frames. utt_duration=1219 frames, utt_pad_proportion=0.07107, over 8110.54 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.326, pruned_loss=0.0908, over 2474876.98 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06789, over 20046.65 utterances.], batch size: 28, lr: 9.70e-04
2022-08-21 04:51:40,798 INFO [train.py:927] (2/8) Epoch 2, batch 20750, giga_loss[loss=0.2443, simple_loss=0.322, pruned_loss=0.08326, over 12394.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02781, over 62.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3329, pruned_loss=0.09432, over 2474397.15 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06428, over 17743.26 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3555, pruned_loss=0.1182, over 2469456.95 frames. utt_duration=1208 frames, utt_pad_proportion=0.07333, over 8186.24 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3286, pruned_loss=0.09106, over 2474482.72 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06366, over 18945.72 utterances.], batch size: 62, lr: 9.70e-04
2022-08-21 04:53:23,808 INFO [train.py:927] (2/8) Epoch 2, batch 20800, giga_loss[loss=0.2623, simple_loss=0.3394, pruned_loss=0.09261, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03162, over 85.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3334, pruned_loss=0.09334, over 2474169.53 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06564, over 17307.58 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3552, pruned_loss=0.1181, over 2469385.76 frames. utt_duration=1202 frames, utt_pad_proportion=0.07581, over 8227.23 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3297, pruned_loss=0.09024, over 2474399.52 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06398, over 18439.53 utterances.], batch size: 85, lr: 9.69e-04
2022-08-21 04:55:07,934 INFO [train.py:927] (2/8) Epoch 2, batch 20850, giga_loss[loss=0.2175, simple_loss=0.3096, pruned_loss=0.06269, over 12397.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04386, over 26.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3374, pruned_loss=0.09354, over 2473842.25 frames. utt_duration=608.3 frames, utt_pad_proportion=0.0606, over 16308.07 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3586, pruned_loss=0.1189, over 2469359.97 frames. utt_duration=1209 frames, utt_pad_proportion=0.07353, over 8178.04 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3303, pruned_loss=0.08937, over 2474204.14 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06029, over 17579.76 utterances.], batch size: 26, lr: 9.69e-04
2022-08-21 04:56:53,263 INFO [train.py:927] (2/8) Epoch 2, batch 20900, giga_loss[loss=0.3213, simple_loss=0.3736, pruned_loss=0.1345, over 12394.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3398, pruned_loss=0.09678, over 2473773.38 frames. utt_duration=605.6 frames, utt_pad_proportion=0.0597, over 16380.21 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3593, pruned_loss=0.1192, over 2469558.11 frames. utt_duration=1212 frames, utt_pad_proportion=0.07241, over 8163.64 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3333, pruned_loss=0.0928, over 2473962.35 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05988, over 17541.47 utterances.], batch size: 133, lr: 9.68e-04
2022-08-21 04:58:35,737 INFO [train.py:927] (2/8) Epoch 2, batch 20950, giga_loss[loss=0.2552, simple_loss=0.3317, pruned_loss=0.08932, over 12384.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02981, over 97.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3393, pruned_loss=0.09824, over 2472883.89 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06033, over 16139.14 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3592, pruned_loss=0.1194, over 2469681.14 frames. utt_duration=1215 frames, utt_pad_proportion=0.07131, over 8139.59 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3339, pruned_loss=0.09451, over 2472998.43 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06077, over 17215.85 utterances.], batch size: 97, lr: 9.68e-04
2022-08-21 05:00:19,240 INFO [train.py:927] (2/8) Epoch 2, batch 21000, giga_loss[loss=0.283, simple_loss=0.344, pruned_loss=0.111, over 12450.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03653, over 40.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3383, pruned_loss=0.09864, over 2473025.06 frames. utt_duration=629.7 frames, utt_pad_proportion=0.0567, over 15747.29 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3582, pruned_loss=0.1189, over 2469630.91 frames. utt_duration=1222 frames, utt_pad_proportion=0.07006, over 8096.65 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3344, pruned_loss=0.09569, over 2473216.02 frames. utt_duration=590.1 frames, utt_pad_proportion=0.0577, over 16807.22 utterances.], batch size: 40, lr: 9.67e-04
2022-08-21 05:00:19,242 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 05:00:33,101 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2092, simple_loss=0.3147, pruned_loss=0.05182, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 05:02:13,094 INFO [train.py:927] (2/8) Epoch 2, batch 21050, giga_loss[loss=0.2672, simple_loss=0.3414, pruned_loss=0.09647, over 12302.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03546, over 51.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.335, pruned_loss=0.09634, over 2472671.95 frames. utt_duration=616.6 frames, utt_pad_proportion=0.0611, over 16079.09 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3573, pruned_loss=0.1185, over 2469028.25 frames. utt_duration=1230 frames, utt_pad_proportion=0.06838, over 8042.22 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.332, pruned_loss=0.09366, over 2473455.36 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06226, over 17235.33 utterances.], batch size: 51, lr: 9.67e-04
2022-08-21 05:03:57,496 INFO [train.py:927] (2/8) Epoch 2, batch 21100, giga_loss[loss=0.237, simple_loss=0.3148, pruned_loss=0.07957, over 12317.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03625, over 51.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3324, pruned_loss=0.0956, over 2472985.07 frames. utt_duration=608.7 frames, utt_pad_proportion=0.05867, over 16291.18 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3577, pruned_loss=0.1192, over 2468682.42 frames. utt_duration=1221 frames, utt_pad_proportion=0.06871, over 8100.01 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.329, pruned_loss=0.09221, over 2474014.26 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05949, over 17380.67 utterances.], batch size: 51, lr: 9.66e-04
2022-08-21 05:05:40,579 INFO [train.py:927] (2/8) Epoch 2, batch 21150, giga_loss[loss=0.2537, simple_loss=0.3249, pruned_loss=0.09122, over 12363.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04293, over 133.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.328, pruned_loss=0.09328, over 2473331.89 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06891, over 18091.53 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3589, pruned_loss=0.1192, over 2468852.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.0677, over 8070.29 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3237, pruned_loss=0.09018, over 2474050.26 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06935, over 19138.27 utterances.], batch size: 133, lr: 9.66e-04
2022-08-21 05:07:25,421 INFO [train.py:927] (2/8) Epoch 2, batch 21200, giga_loss[loss=0.2513, simple_loss=0.3238, pruned_loss=0.08945, over 12346.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03217, over 51.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3265, pruned_loss=0.09242, over 2473644.37 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06839, over 18073.99 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3584, pruned_loss=0.1188, over 2468913.14 frames. utt_duration=1217 frames, utt_pad_proportion=0.07104, over 8124.93 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3227, pruned_loss=0.08965, over 2474250.68 frames. utt_duration=520.2 frames, utt_pad_proportion=0.0674, over 19080.08 utterances.], batch size: 51, lr: 9.65e-04
2022-08-21 05:09:09,229 INFO [train.py:927] (2/8) Epoch 2, batch 21250, giga_loss[loss=0.2094, simple_loss=0.2774, pruned_loss=0.0707, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04131, over 26.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3222, pruned_loss=0.09073, over 2473951.02 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06501, over 17101.92 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3571, pruned_loss=0.1184, over 2468730.82 frames. utt_duration=1225 frames, utt_pad_proportion=0.06936, over 8071.38 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3193, pruned_loss=0.08808, over 2474717.79 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06498, over 18248.48 utterances.], batch size: 26, lr: 9.65e-04
2022-08-21 05:10:50,990 INFO [train.py:927] (2/8) Epoch 2, batch 21300, giga_loss[loss=0.2122, simple_loss=0.2803, pruned_loss=0.07207, over 12362.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02889, over 66.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3182, pruned_loss=0.0892, over 2473849.86 frames. utt_duration=593.5 frames, utt_pad_proportion=0.06142, over 16715.09 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3567, pruned_loss=0.1183, over 2468733.45 frames. utt_duration=1226 frames, utt_pad_proportion=0.06877, over 8065.99 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3155, pruned_loss=0.08657, over 2474574.65 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06176, over 17827.63 utterances.], batch size: 66, lr: 9.64e-04
2022-08-21 05:12:35,028 INFO [train.py:927] (2/8) Epoch 2, batch 21350, libri_loss[loss=0.3228, simple_loss=0.3963, pruned_loss=0.1246, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006041, over 32.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3148, pruned_loss=0.08742, over 2473520.01 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05891, over 15972.47 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3575, pruned_loss=0.1185, over 2468500.07 frames. utt_duration=1216 frames, utt_pad_proportion=0.07226, over 8127.53 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3112, pruned_loss=0.08461, over 2474417.46 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05792, over 16957.54 utterances.], batch size: 32, lr: 9.64e-04
2022-08-21 05:14:25,188 INFO [train.py:927] (2/8) Epoch 2, batch 21400, giga_loss[loss=0.2211, simple_loss=0.2888, pruned_loss=0.07667, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02937, over 45.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3116, pruned_loss=0.08571, over 2472657.51 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05763, over 15752.87 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3578, pruned_loss=0.1183, over 2468158.66 frames. utt_duration=1219 frames, utt_pad_proportion=0.07144, over 8106.70 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3078, pruned_loss=0.0832, over 2473729.54 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05719, over 16653.01 utterances.], batch size: 45, lr: 9.63e-04
2022-08-21 05:16:08,343 INFO [train.py:927] (2/8) Epoch 2, batch 21450, giga_loss[loss=0.2562, simple_loss=0.3181, pruned_loss=0.09719, over 12225.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03864, over 28.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3098, pruned_loss=0.08526, over 2471855.42 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05841, over 15662.57 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3582, pruned_loss=0.1186, over 2467878.44 frames. utt_duration=1223 frames, utt_pad_proportion=0.07006, over 8083.20 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3054, pruned_loss=0.08226, over 2473059.52 frames. utt_duration=598.2 frames, utt_pad_proportion=0.0585, over 16577.56 utterances.], batch size: 28, lr: 9.63e-04
2022-08-21 05:17:51,056 INFO [train.py:927] (2/8) Epoch 2, batch 21500, giga_loss[loss=0.2545, simple_loss=0.3197, pruned_loss=0.09469, over 12398.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02857, over 97.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3102, pruned_loss=0.0857, over 2472071.43 frames. utt_duration=621.7 frames, utt_pad_proportion=0.05919, over 15944.55 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.358, pruned_loss=0.1187, over 2468218.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.06969, over 8097.27 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.306, pruned_loss=0.08263, over 2472796.00 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05932, over 16801.02 utterances.], batch size: 97, lr: 9.62e-04
2022-08-21 05:19:36,245 INFO [train.py:927] (2/8) Epoch 2, batch 21550, giga_loss[loss=0.2738, simple_loss=0.3361, pruned_loss=0.1058, over 12405.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03285, over 80.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3159, pruned_loss=0.08981, over 2472614.44 frames. utt_duration=599.6 frames, utt_pad_proportion=0.06212, over 16537.73 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3581, pruned_loss=0.119, over 2468305.43 frames. utt_duration=1219 frames, utt_pad_proportion=0.06977, over 8107.74 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3119, pruned_loss=0.08668, over 2473164.29 frames. utt_duration=572.9 frames, utt_pad_proportion=0.062, over 17312.76 utterances.], batch size: 80, lr: 9.62e-04
2022-08-21 05:21:18,451 INFO [train.py:927] (2/8) Epoch 2, batch 21600, giga_loss[loss=0.2596, simple_loss=0.3319, pruned_loss=0.09367, over 12478.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02572, over 55.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3216, pruned_loss=0.09352, over 2473086.92 frames. utt_duration=592.2 frames, utt_pad_proportion=0.0645, over 16747.40 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3572, pruned_loss=0.1187, over 2468569.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.06806, over 8048.94 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.318, pruned_loss=0.09048, over 2473440.73 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06499, over 17708.19 utterances.], batch size: 55, lr: 9.61e-04
2022-08-21 05:23:01,831 INFO [train.py:927] (2/8) Epoch 2, batch 21650, giga_loss[loss=0.2795, simple_loss=0.3434, pruned_loss=0.1078, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03694, over 123.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3278, pruned_loss=0.09629, over 2473904.22 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0639, over 17080.17 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3564, pruned_loss=0.1184, over 2468571.60 frames. utt_duration=1231 frames, utt_pad_proportion=0.06706, over 8032.52 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3245, pruned_loss=0.09335, over 2474332.32 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06469, over 18141.51 utterances.], batch size: 123, lr: 9.61e-04
2022-08-21 05:24:43,146 INFO [train.py:927] (2/8) Epoch 2, batch 21700, giga_loss[loss=0.2413, simple_loss=0.3181, pruned_loss=0.0822, over 12391.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04043, over 133.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3325, pruned_loss=0.09865, over 2473437.88 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05945, over 17275.27 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3554, pruned_loss=0.118, over 2468582.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06491, over 7980.47 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3298, pruned_loss=0.09579, over 2474002.42 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0611, over 18565.37 utterances.], batch size: 133, lr: 9.60e-04
2022-08-21 05:26:26,626 INFO [train.py:927] (2/8) Epoch 2, batch 21750, giga_loss[loss=0.22, simple_loss=0.3067, pruned_loss=0.06666, over 12463.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04491, over 34.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3319, pruned_loss=0.0968, over 2473637.93 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06291, over 18119.27 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3569, pruned_loss=0.1186, over 2468523.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.06391, over 7958.07 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3277, pruned_loss=0.09355, over 2474243.97 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06434, over 19352.89 utterances.], batch size: 34, lr: 9.60e-04
2022-08-21 05:28:10,393 INFO [train.py:927] (2/8) Epoch 2, batch 21800, giga_loss[loss=0.2847, simple_loss=0.359, pruned_loss=0.1052, over 12410.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09535, over 2473223.47 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05958, over 17890.83 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3569, pruned_loss=0.1184, over 2468562.31 frames. utt_duration=1244 frames, utt_pad_proportion=0.0632, over 7948.81 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3274, pruned_loss=0.09253, over 2473757.72 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06117, over 19067.51 utterances.], batch size: 133, lr: 9.59e-04
2022-08-21 05:29:53,284 INFO [train.py:927] (2/8) Epoch 2, batch 21850, giga_loss[loss=0.269, simple_loss=0.3403, pruned_loss=0.09889, over 12313.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03253, over 48.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3346, pruned_loss=0.09796, over 2473679.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06419, over 18266.98 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3568, pruned_loss=0.1184, over 2468783.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.06592, over 7997.62 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3311, pruned_loss=0.09515, over 2474056.09 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06434, over 19449.63 utterances.], batch size: 48, lr: 9.59e-04
2022-08-21 05:31:37,808 INFO [train.py:927] (2/8) Epoch 2, batch 21900, giga_loss[loss=0.2599, simple_loss=0.3344, pruned_loss=0.09273, over 12367.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02848, over 66.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3356, pruned_loss=0.09892, over 2473708.86 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06143, over 18110.86 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3566, pruned_loss=0.1183, over 2468745.14 frames. utt_duration=1235 frames, utt_pad_proportion=0.06591, over 8008.64 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3329, pruned_loss=0.09674, over 2474065.39 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06168, over 19074.64 utterances.], batch size: 66, lr: 9.58e-04
2022-08-21 05:33:23,544 INFO [train.py:927] (2/8) Epoch 2, batch 21950, giga_loss[loss=0.3071, simple_loss=0.3692, pruned_loss=0.1225, over 12351.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03314, over 104.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3352, pruned_loss=0.09874, over 2473071.54 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05992, over 17559.63 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3563, pruned_loss=0.1181, over 2468687.41 frames. utt_duration=1236 frames, utt_pad_proportion=0.06571, over 7996.59 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3334, pruned_loss=0.0971, over 2473418.45 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06024, over 18366.33 utterances.], batch size: 104, lr: 9.58e-04
2022-08-21 05:35:06,914 INFO [train.py:927] (2/8) Epoch 2, batch 22000, giga_loss[loss=0.2776, simple_loss=0.3519, pruned_loss=0.1017, over 12337.00 frames. utt_duration=626.3 frames, utt_pad_proportion=0.02746, over 79.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3362, pruned_loss=0.09818, over 2472525.38 frames. utt_duration=595 frames, utt_pad_proportion=0.05666, over 16665.34 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3561, pruned_loss=0.1182, over 2468432.03 frames. utt_duration=1232 frames, utt_pad_proportion=0.06609, over 8025.75 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3344, pruned_loss=0.09632, over 2473109.98 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05678, over 17487.12 utterances.], batch size: 79, lr: 9.57e-04
2022-08-21 05:36:50,261 INFO [train.py:927] (2/8) Epoch 2, batch 22050, giga_loss[loss=0.3152, simple_loss=0.3729, pruned_loss=0.1287, over 12379.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03446, over 122.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.338, pruned_loss=0.09866, over 2472875.14 frames. utt_duration=609.2 frames, utt_pad_proportion=0.05714, over 16277.17 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.357, pruned_loss=0.1184, over 2468333.32 frames. utt_duration=1230 frames, utt_pad_proportion=0.06599, over 8039.97 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3348, pruned_loss=0.09625, over 2473597.06 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05709, over 17240.41 utterances.], batch size: 122, lr: 9.57e-04
2022-08-21 05:38:34,673 INFO [train.py:927] (2/8) Epoch 2, batch 22100, giga_loss[loss=0.2377, simple_loss=0.3154, pruned_loss=0.08003, over 12360.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02911, over 66.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3373, pruned_loss=0.09839, over 2473188.91 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05428, over 15978.23 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3573, pruned_loss=0.1187, over 2468009.89 frames. utt_duration=1233 frames, utt_pad_proportion=0.06442, over 8019.01 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.334, pruned_loss=0.09567, over 2474165.14 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05494, over 16982.09 utterances.], batch size: 66, lr: 9.56e-04
2022-08-21 05:40:17,090 INFO [train.py:927] (2/8) Epoch 2, batch 22150, giga_loss[loss=0.2607, simple_loss=0.3428, pruned_loss=0.0893, over 12462.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03145, over 92.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.337, pruned_loss=0.09868, over 2473735.23 frames. utt_duration=626.7 frames, utt_pad_proportion=0.05637, over 15827.53 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3574, pruned_loss=0.1189, over 2468025.79 frames. utt_duration=1223 frames, utt_pad_proportion=0.06714, over 8084.59 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3338, pruned_loss=0.09576, over 2474636.23 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05561, over 16783.86 utterances.], batch size: 92, lr: 9.56e-04
2022-08-21 05:41:59,730 INFO [train.py:927] (2/8) Epoch 2, batch 22200, giga_loss[loss=0.2509, simple_loss=0.3194, pruned_loss=0.09117, over 12154.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04178, over 33.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3353, pruned_loss=0.09699, over 2472154.12 frames. utt_duration=633.8 frames, utt_pad_proportion=0.0594, over 15638.21 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3572, pruned_loss=0.1188, over 2467988.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.06665, over 8068.79 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3328, pruned_loss=0.09465, over 2472939.43 frames. utt_duration=602.1 frames, utt_pad_proportion=0.05883, over 16469.66 utterances.], batch size: 33, lr: 9.55e-04
2022-08-21 05:43:42,111 INFO [train.py:927] (2/8) Epoch 2, batch 22250, giga_loss[loss=0.2535, simple_loss=0.3201, pruned_loss=0.09344, over 12367.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3355, pruned_loss=0.09682, over 2472412.19 frames. utt_duration=663.5 frames, utt_pad_proportion=0.05711, over 14938.27 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3571, pruned_loss=0.1187, over 2467544.04 frames. utt_duration=1220 frames, utt_pad_proportion=0.06892, over 8099.91 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3327, pruned_loss=0.09416, over 2473589.62 frames. utt_duration=625.9 frames, utt_pad_proportion=0.05546, over 15847.35 utterances.], batch size: 97, lr: 9.55e-04
2022-08-21 05:45:26,167 INFO [train.py:927] (2/8) Epoch 2, batch 22300, giga_loss[loss=0.2451, simple_loss=0.3132, pruned_loss=0.08845, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02848, over 48.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.332, pruned_loss=0.09512, over 2472885.17 frames. utt_duration=654.6 frames, utt_pad_proportion=0.06018, over 15145.14 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3569, pruned_loss=0.1187, over 2467789.45 frames. utt_duration=1223 frames, utt_pad_proportion=0.06816, over 8079.48 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3297, pruned_loss=0.09274, over 2473644.02 frames. utt_duration=620.7 frames, utt_pad_proportion=0.05904, over 15978.89 utterances.], batch size: 48, lr: 9.54e-04
2022-08-21 05:47:08,577 INFO [train.py:927] (2/8) Epoch 2, batch 22350, giga_loss[loss=0.2602, simple_loss=0.3328, pruned_loss=0.09377, over 12368.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03122, over 97.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3323, pruned_loss=0.09586, over 2472813.32 frames. utt_duration=633.9 frames, utt_pad_proportion=0.06249, over 15641.58 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3581, pruned_loss=0.1197, over 2467771.49 frames. utt_duration=1214 frames, utt_pad_proportion=0.0712, over 8138.43 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3286, pruned_loss=0.09244, over 2473583.63 frames. utt_duration=603 frames, utt_pad_proportion=0.05981, over 16448.20 utterances.], batch size: 97, lr: 9.54e-04
2022-08-21 05:48:51,773 INFO [train.py:927] (2/8) Epoch 2, batch 22400, giga_loss[loss=0.26, simple_loss=0.3226, pruned_loss=0.0987, over 12449.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0324, over 86.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3301, pruned_loss=0.09464, over 2472741.08 frames. utt_duration=644.2 frames, utt_pad_proportion=0.05863, over 15390.28 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.358, pruned_loss=0.1194, over 2467823.54 frames. utt_duration=1217 frames, utt_pad_proportion=0.07025, over 8124.24 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3263, pruned_loss=0.09127, over 2473455.64 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05689, over 16288.54 utterances.], batch size: 86, lr: 9.53e-04
2022-08-21 05:50:33,556 INFO [train.py:927] (2/8) Epoch 2, batch 22450, libri_loss[loss=0.3271, simple_loss=0.3803, pruned_loss=0.137, over 12456.00 frames. utt_duration=959.6 frames, utt_pad_proportion=0.07289, over 52.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3262, pruned_loss=0.09301, over 2472792.83 frames. utt_duration=643.4 frames, utt_pad_proportion=0.05775, over 15409.19 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.358, pruned_loss=0.1195, over 2467673.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06952, over 8122.90 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3227, pruned_loss=0.08978, over 2473577.13 frames. utt_duration=610.1 frames, utt_pad_proportion=0.05662, over 16256.38 utterances.], batch size: 52, lr: 9.53e-04
2022-08-21 05:52:15,515 INFO [train.py:927] (2/8) Epoch 2, batch 22500, giga_loss[loss=0.2971, simple_loss=0.3579, pruned_loss=0.1181, over 12374.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0404, over 113.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3242, pruned_loss=0.092, over 2473153.62 frames. utt_duration=633.9 frames, utt_pad_proportion=0.05484, over 15642.02 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3578, pruned_loss=0.1196, over 2467622.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.06852, over 8099.72 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3209, pruned_loss=0.08883, over 2473903.10 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05443, over 16465.90 utterances.], batch size: 113, lr: 9.52e-04
2022-08-21 05:53:56,613 INFO [train.py:927] (2/8) Epoch 2, batch 22550, giga_loss[loss=0.2081, simple_loss=0.2876, pruned_loss=0.06433, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04575, over 31.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3238, pruned_loss=0.09167, over 2473481.37 frames. utt_duration=645.7 frames, utt_pad_proportion=0.05289, over 15358.16 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3581, pruned_loss=0.1202, over 2467851.22 frames. utt_duration=1215 frames, utt_pad_proportion=0.06839, over 8136.43 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3199, pruned_loss=0.0878, over 2474062.37 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05245, over 16228.98 utterances.], batch size: 31, lr: 9.52e-04
2022-08-21 05:55:37,201 INFO [train.py:927] (2/8) Epoch 2, batch 22600, giga_loss[loss=0.259, simple_loss=0.3434, pruned_loss=0.08736, over 12435.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03243, over 75.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3269, pruned_loss=0.0931, over 2473434.93 frames. utt_duration=567.6 frames, utt_pad_proportion=0.0646, over 17477.19 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3584, pruned_loss=0.1203, over 2467821.06 frames. utt_duration=1206 frames, utt_pad_proportion=0.07136, over 8193.13 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3232, pruned_loss=0.08957, over 2473989.68 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06253, over 18217.48 utterances.], batch size: 75, lr: 9.51e-04
2022-08-21 05:57:17,138 INFO [train.py:927] (2/8) Epoch 2, batch 22650, giga_loss[loss=0.2306, simple_loss=0.3038, pruned_loss=0.07872, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0284, over 91.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3269, pruned_loss=0.09152, over 2473251.59 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05928, over 17169.55 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3593, pruned_loss=0.1202, over 2467953.95 frames. utt_duration=1210 frames, utt_pad_proportion=0.0703, over 8171.69 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3225, pruned_loss=0.08819, over 2473706.24 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05818, over 17981.21 utterances.], batch size: 91, lr: 9.51e-04
2022-08-21 05:58:59,019 INFO [train.py:927] (2/8) Epoch 2, batch 22700, giga_loss[loss=0.2621, simple_loss=0.3369, pruned_loss=0.09368, over 12429.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03915, over 123.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3277, pruned_loss=0.09211, over 2473050.23 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05859, over 17083.78 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3598, pruned_loss=0.1202, over 2467906.73 frames. utt_duration=1213 frames, utt_pad_proportion=0.06934, over 8148.55 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3232, pruned_loss=0.0889, over 2473540.94 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05802, over 17903.03 utterances.], batch size: 123, lr: 9.50e-04
2022-08-21 06:00:39,082 INFO [train.py:927] (2/8) Epoch 2, batch 22750, giga_loss[loss=0.2504, simple_loss=0.3241, pruned_loss=0.08838, over 12362.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3293, pruned_loss=0.09332, over 2473133.04 frames. utt_duration=574 frames, utt_pad_proportion=0.05911, over 17277.95 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3591, pruned_loss=0.1199, over 2467692.62 frames. utt_duration=1208 frames, utt_pad_proportion=0.07167, over 8182.27 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3253, pruned_loss=0.09012, over 2473884.19 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05747, over 18195.82 utterances.], batch size: 62, lr: 9.50e-04
2022-08-21 06:02:20,490 INFO [train.py:927] (2/8) Epoch 2, batch 22800, giga_loss[loss=0.2503, simple_loss=0.3265, pruned_loss=0.08712, over 12257.00 frames. utt_duration=909.2 frames, utt_pad_proportion=0.02861, over 54.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.331, pruned_loss=0.09406, over 2473167.95 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05741, over 17214.67 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3591, pruned_loss=0.1199, over 2467568.53 frames. utt_duration=1211 frames, utt_pad_proportion=0.07087, over 8158.65 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3275, pruned_loss=0.09123, over 2473971.90 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05644, over 18084.95 utterances.], batch size: 54, lr: 9.49e-04
2022-08-21 06:04:00,834 INFO [train.py:927] (2/8) Epoch 2, batch 22850, libri_loss[loss=0.2464, simple_loss=0.3045, pruned_loss=0.09416, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009441, over 29.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3315, pruned_loss=0.09456, over 2472410.59 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05885, over 17232.58 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.359, pruned_loss=0.1197, over 2467311.24 frames. utt_duration=1212 frames, utt_pad_proportion=0.06981, over 8150.89 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3279, pruned_loss=0.09165, over 2473476.92 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05826, over 18221.83 utterances.], batch size: 29, lr: 9.49e-04
2022-08-21 06:05:41,912 INFO [train.py:927] (2/8) Epoch 2, batch 22900, libri_loss[loss=0.2599, simple_loss=0.3053, pruned_loss=0.1072, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009744, over 28.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3301, pruned_loss=0.09377, over 2472904.81 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05753, over 16955.74 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3584, pruned_loss=0.1195, over 2467163.45 frames. utt_duration=1217 frames, utt_pad_proportion=0.06884, over 8116.12 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3273, pruned_loss=0.0912, over 2473974.51 frames. utt_duration=553.2 frames, utt_pad_proportion=0.05743, over 17937.64 utterances.], batch size: 28, lr: 9.49e-04
2022-08-21 06:07:22,038 INFO [train.py:927] (2/8) Epoch 2, batch 22950, giga_loss[loss=0.2066, simple_loss=0.2814, pruned_loss=0.06589, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04433, over 31.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3276, pruned_loss=0.09198, over 2473696.36 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05411, over 17101.36 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3587, pruned_loss=0.1194, over 2467498.46 frames. utt_duration=1220 frames, utt_pad_proportion=0.0676, over 8101.46 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3244, pruned_loss=0.08943, over 2474383.28 frames. utt_duration=548.4 frames, utt_pad_proportion=0.05456, over 18097.15 utterances.], batch size: 31, lr: 9.48e-04
2022-08-21 06:09:03,650 INFO [train.py:927] (2/8) Epoch 2, batch 23000, libri_loss[loss=0.3377, simple_loss=0.3893, pruned_loss=0.1431, over 12113.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006107, over 32.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.329, pruned_loss=0.09311, over 2474111.92 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05648, over 17791.65 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3585, pruned_loss=0.1197, over 2467491.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.06644, over 8069.31 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3259, pruned_loss=0.09015, over 2474845.67 frames. utt_duration=526.9 frames, utt_pad_proportion=0.0571, over 18842.46 utterances.], batch size: 32, lr: 9.48e-04
2022-08-21 06:10:45,854 INFO [train.py:927] (2/8) Epoch 2, batch 23050, giga_loss[loss=0.2604, simple_loss=0.3139, pruned_loss=0.1034, over 12071.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04001, over 30.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3307, pruned_loss=0.09375, over 2474015.55 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05459, over 17820.39 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3598, pruned_loss=0.1203, over 2467442.93 frames. utt_duration=1218 frames, utt_pad_proportion=0.06728, over 8110.07 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3268, pruned_loss=0.09049, over 2474717.52 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05478, over 18737.89 utterances.], batch size: 30, lr: 9.47e-04
2022-08-21 06:12:24,510 INFO [train.py:927] (2/8) Epoch 2, batch 23100, giga_loss[loss=0.2293, simple_loss=0.3056, pruned_loss=0.07646, over 12469.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3306, pruned_loss=0.09484, over 2474141.34 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05531, over 18170.85 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3605, pruned_loss=0.1207, over 2467521.17 frames. utt_duration=1219 frames, utt_pad_proportion=0.06683, over 8108.31 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3263, pruned_loss=0.09135, over 2474789.10 frames. utt_duration=519.3 frames, utt_pad_proportion=0.05548, over 19118.89 utterances.], batch size: 75, lr: 9.47e-04
2022-08-21 06:14:04,752 INFO [train.py:927] (2/8) Epoch 2, batch 23150, giga_loss[loss=0.2496, simple_loss=0.3261, pruned_loss=0.08653, over 12352.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03347, over 62.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3273, pruned_loss=0.09405, over 2474198.19 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05982, over 18271.58 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3601, pruned_loss=0.1205, over 2467698.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06613, over 8082.83 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3238, pruned_loss=0.09111, over 2474628.13 frames. utt_duration=517.7 frames, utt_pad_proportion=0.05996, over 19175.48 utterances.], batch size: 62, lr: 9.46e-04
2022-08-21 06:15:45,528 INFO [train.py:927] (2/8) Epoch 2, batch 23200, giga_loss[loss=0.2441, simple_loss=0.3155, pruned_loss=0.08634, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04395, over 31.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3241, pruned_loss=0.09277, over 2474044.23 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06285, over 17947.37 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3597, pruned_loss=0.1202, over 2467729.59 frames. utt_duration=1216 frames, utt_pad_proportion=0.06871, over 8125.81 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3208, pruned_loss=0.09001, over 2474547.34 frames. utt_duration=525 frames, utt_pad_proportion=0.06179, over 18908.47 utterances.], batch size: 31, lr: 9.46e-04
2022-08-21 06:17:23,215 INFO [train.py:927] (2/8) Epoch 2, batch 23250, giga_loss[loss=0.2298, simple_loss=0.2943, pruned_loss=0.08262, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03364, over 43.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3188, pruned_loss=0.09043, over 2473832.35 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06349, over 17399.11 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3595, pruned_loss=0.1203, over 2467925.71 frames. utt_duration=1220 frames, utt_pad_proportion=0.0673, over 8102.46 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3152, pruned_loss=0.08731, over 2474203.60 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06309, over 18450.39 utterances.], batch size: 43, lr: 9.45e-04
2022-08-21 06:19:04,639 INFO [train.py:927] (2/8) Epoch 2, batch 23300, giga_loss[loss=0.2265, simple_loss=0.3089, pruned_loss=0.07206, over 12406.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04431, over 26.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3197, pruned_loss=0.09106, over 2473690.89 frames. utt_duration=591 frames, utt_pad_proportion=0.06359, over 16784.48 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3598, pruned_loss=0.1209, over 2467710.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.0704, over 8150.66 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3152, pruned_loss=0.08711, over 2474376.51 frames. utt_duration=555.2 frames, utt_pad_proportion=0.0619, over 17873.89 utterances.], batch size: 26, lr: 9.45e-04
2022-08-21 06:20:45,215 INFO [train.py:927] (2/8) Epoch 2, batch 23350, giga_loss[loss=0.2683, simple_loss=0.3406, pruned_loss=0.09794, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0327, over 86.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.322, pruned_loss=0.09178, over 2473596.04 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06505, over 17166.82 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3592, pruned_loss=0.1204, over 2467530.81 frames. utt_duration=1215 frames, utt_pad_proportion=0.06992, over 8134.07 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3179, pruned_loss=0.08823, over 2474467.84 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06382, over 18305.17 utterances.], batch size: 86, lr: 9.44e-04
2022-08-21 06:22:35,369 INFO [train.py:927] (2/8) Epoch 2, batch 23400, giga_loss[loss=0.2269, simple_loss=0.3144, pruned_loss=0.06972, over 12322.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03378, over 51.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3255, pruned_loss=0.09359, over 2473247.84 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06586, over 17478.64 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3591, pruned_loss=0.1205, over 2467511.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.07417, over 8221.88 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3219, pruned_loss=0.09038, over 2474022.19 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06323, over 18413.24 utterances.], batch size: 51, lr: 9.44e-04
2022-08-21 06:24:21,362 INFO [train.py:927] (2/8) Epoch 2, batch 23450, giga_loss[loss=0.2991, simple_loss=0.3592, pruned_loss=0.1195, over 12317.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03458, over 51.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3299, pruned_loss=0.09692, over 2473910.91 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06348, over 17537.38 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3585, pruned_loss=0.1204, over 2467675.35 frames. utt_duration=1206 frames, utt_pad_proportion=0.07351, over 8194.70 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3272, pruned_loss=0.09414, over 2474447.71 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06172, over 18424.94 utterances.], batch size: 51, lr: 9.43e-04
2022-08-21 06:26:02,627 INFO [train.py:927] (2/8) Epoch 2, batch 23500, giga_loss[loss=0.3195, simple_loss=0.3753, pruned_loss=0.1319, over 12384.00 frames. utt_duration=343.3 frames, utt_pad_proportion=0.03835, over 145.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3401, pruned_loss=0.104, over 2474224.73 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06452, over 18649.30 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3592, pruned_loss=0.1208, over 2467817.14 frames. utt_duration=1188 frames, utt_pad_proportion=0.07935, over 8322.60 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3367, pruned_loss=0.101, over 2474658.97 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06075, over 19451.06 utterances.], batch size: 145, lr: 9.43e-04
2022-08-21 06:27:43,660 INFO [train.py:927] (2/8) Epoch 2, batch 23550, giga_loss[loss=0.3474, simple_loss=0.3967, pruned_loss=0.149, over 12414.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.347, pruned_loss=0.1099, over 2473955.82 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06077, over 18455.66 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3587, pruned_loss=0.1204, over 2467546.69 frames. utt_duration=1194 frames, utt_pad_proportion=0.07801, over 8277.86 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3445, pruned_loss=0.1074, over 2474666.66 frames. utt_duration=513 frames, utt_pad_proportion=0.05828, over 19353.19 utterances.], batch size: 133, lr: 9.42e-04
2022-08-21 06:29:29,253 INFO [train.py:927] (2/8) Epoch 2, batch 23600, giga_loss[loss=0.3228, simple_loss=0.3821, pruned_loss=0.1317, over 12341.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03421, over 62.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3533, pruned_loss=0.1153, over 2473690.10 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06376, over 19185.26 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3582, pruned_loss=0.1201, over 2467467.03 frames. utt_duration=1198 frames, utt_pad_proportion=0.07654, over 8247.20 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3514, pruned_loss=0.1134, over 2474451.89 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06213, over 20148.16 utterances.], batch size: 62, lr: 9.42e-04
2022-08-21 06:31:13,619 INFO [train.py:927] (2/8) Epoch 2, batch 23650, libri_loss[loss=0.2454, simple_loss=0.3218, pruned_loss=0.08446, over 12317.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004883, over 35.00 utterances.], tot_loss[loss=0.297, simple_loss=0.3571, pruned_loss=0.1184, over 2473766.11 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06207, over 18950.75 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.358, pruned_loss=0.1198, over 2467829.75 frames. utt_duration=1200 frames, utt_pad_proportion=0.07533, over 8236.85 utterances.], giga_tot_loss[loss=0.295, simple_loss=0.3557, pruned_loss=0.1171, over 2474201.20 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06114, over 20028.74 utterances.], batch size: 35, lr: 9.42e-04
2022-08-21 06:33:03,200 INFO [train.py:927] (2/8) Epoch 2, batch 23700, giga_loss[loss=0.4262, simple_loss=0.4206, pruned_loss=0.2159, over 12330.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.2114, over 372.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.362, pruned_loss=0.1233, over 2473772.37 frames. utt_duration=503 frames, utt_pad_proportion=0.06861, over 19731.34 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3581, pruned_loss=0.1199, over 2468017.70 frames. utt_duration=1186 frames, utt_pad_proportion=0.07859, over 8336.19 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3609, pruned_loss=0.1222, over 2474088.08 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06633, over 20733.77 utterances.], batch size: 372, lr: 9.41e-04
2022-08-21 06:34:51,874 INFO [train.py:927] (2/8) Epoch 2, batch 23750, giga_loss[loss=0.3373, simple_loss=0.3833, pruned_loss=0.1457, over 12363.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02866, over 91.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3664, pruned_loss=0.129, over 2474235.99 frames. utt_duration=453.8 frames, utt_pad_proportion=0.0785, over 21879.97 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3579, pruned_loss=0.1199, over 2468250.72 frames. utt_duration=1188 frames, utt_pad_proportion=0.07773, over 8321.25 utterances.], giga_tot_loss[loss=0.311, simple_loss=0.3658, pruned_loss=0.1281, over 2474356.02 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07674, over 22843.43 utterances.], batch size: 91, lr: 9.41e-04
2022-08-21 06:36:37,906 INFO [train.py:927] (2/8) Epoch 2, batch 23800, giga_loss[loss=0.2931, simple_loss=0.3608, pruned_loss=0.1127, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02768, over 91.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3666, pruned_loss=0.1291, over 2473559.12 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08389, over 22501.02 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3577, pruned_loss=0.1197, over 2468137.38 frames. utt_duration=1192 frames, utt_pad_proportion=0.07692, over 8291.57 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3664, pruned_loss=0.1288, over 2473834.57 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08257, over 23466.45 utterances.], batch size: 91, lr: 9.40e-04
2022-08-21 06:38:20,855 INFO [train.py:927] (2/8) Epoch 2, batch 23850, giga_loss[loss=0.3024, simple_loss=0.3668, pruned_loss=0.119, over 12319.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03633, over 51.00 utterances.], tot_loss[loss=0.3146, simple_loss=0.3691, pruned_loss=0.13, over 2473980.95 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08512, over 22125.19 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3578, pruned_loss=0.1195, over 2468551.88 frames. utt_duration=1176 frames, utt_pad_proportion=0.08175, over 8407.95 utterances.], giga_tot_loss[loss=0.3153, simple_loss=0.3695, pruned_loss=0.1306, over 2474172.51 frames. utt_duration=418.4 frames, utt_pad_proportion=0.08243, over 23737.96 utterances.], batch size: 51, lr: 9.40e-04
2022-08-21 06:40:10,588 INFO [train.py:927] (2/8) Epoch 2, batch 23900, giga_loss[loss=0.3342, simple_loss=0.3835, pruned_loss=0.1425, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.3098, simple_loss=0.3661, pruned_loss=0.1267, over 2474039.59 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08448, over 22397.49 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3576, pruned_loss=0.1193, over 2468648.95 frames. utt_duration=1177 frames, utt_pad_proportion=0.08119, over 8399.02 utterances.], giga_tot_loss[loss=0.311, simple_loss=0.3669, pruned_loss=0.1275, over 2474217.41 frames. utt_duration=413.8 frames, utt_pad_proportion=0.08259, over 24001.23 utterances.], batch size: 183, lr: 9.39e-04
2022-08-21 06:41:56,902 INFO [train.py:927] (2/8) Epoch 2, batch 23950, libri_loss[loss=0.3365, simple_loss=0.3834, pruned_loss=0.1448, over 12463.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008799, over 39.00 utterances.], tot_loss[loss=0.3066, simple_loss=0.364, pruned_loss=0.1245, over 2474442.03 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08332, over 22323.13 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3569, pruned_loss=0.1191, over 2468477.49 frames. utt_duration=1184 frames, utt_pad_proportion=0.07893, over 8349.89 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3656, pruned_loss=0.1257, over 2474971.77 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08263, over 24185.73 utterances.], batch size: 39, lr: 9.39e-04
2022-08-21 06:43:40,710 INFO [train.py:927] (2/8) Epoch 2, batch 24000, giga_loss[loss=0.3782, simple_loss=0.4073, pruned_loss=0.1746, over 12391.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07402, over 212.00 utterances.], tot_loss[loss=0.3032, simple_loss=0.3613, pruned_loss=0.1225, over 2474839.36 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08068, over 22590.10 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3564, pruned_loss=0.1188, over 2468686.47 frames. utt_duration=1189 frames, utt_pad_proportion=0.07752, over 8316.37 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3631, pruned_loss=0.1237, over 2475221.36 frames. utt_duration=406.6 frames, utt_pad_proportion=0.08077, over 24440.35 utterances.], batch size: 212, lr: 9.38e-04
2022-08-21 06:43:40,711 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 06:43:54,397 INFO [train.py:967] (2/8) Epoch 2, validation: loss=0.2074, simple_loss=0.3136, pruned_loss=0.05066, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 06:45:43,298 INFO [train.py:927] (2/8) Epoch 2, batch 24050, giga_loss[loss=0.2932, simple_loss=0.358, pruned_loss=0.1142, over 12426.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3612, pruned_loss=0.1228, over 2474603.75 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08611, over 23354.52 utterances.], libri_tot_loss[loss=0.2972, simple_loss=0.3569, pruned_loss=0.1188, over 2468394.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.07558, over 8261.17 utterances.], giga_tot_loss[loss=0.305, simple_loss=0.3622, pruned_loss=0.1239, over 2475392.12 frames. utt_duration=391.8 frames, utt_pad_proportion=0.08644, over 25363.87 utterances.], batch size: 113, lr: 9.38e-04
2022-08-21 06:47:36,326 INFO [train.py:927] (2/8) Epoch 2, batch 24100, giga_loss[loss=0.2885, simple_loss=0.365, pruned_loss=0.106, over 12277.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02674, over 42.00 utterances.], tot_loss[loss=0.3002, simple_loss=0.3606, pruned_loss=0.1199, over 2474389.37 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08397, over 22831.85 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3581, pruned_loss=0.119, over 2468366.84 frames. utt_duration=1197 frames, utt_pad_proportion=0.07528, over 8255.86 utterances.], giga_tot_loss[loss=0.3008, simple_loss=0.3603, pruned_loss=0.1206, over 2475064.78 frames. utt_duration=405.8 frames, utt_pad_proportion=0.08449, over 24482.02 utterances.], batch size: 42, lr: 9.37e-04
2022-08-21 06:49:21,288 INFO [train.py:927] (2/8) Epoch 2, batch 24150, giga_loss[loss=0.2986, simple_loss=0.3615, pruned_loss=0.1179, over 12397.00 frames. utt_duration=973.8 frames, utt_pad_proportion=0.02911, over 51.00 utterances.], tot_loss[loss=0.2998, simple_loss=0.361, pruned_loss=0.1193, over 2474080.10 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08048, over 22253.07 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3581, pruned_loss=0.1194, over 2468147.75 frames. utt_duration=1188 frames, utt_pad_proportion=0.07813, over 8321.47 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3609, pruned_loss=0.1195, over 2475001.18 frames. utt_duration=414.2 frames, utt_pad_proportion=0.08036, over 23987.71 utterances.], batch size: 51, lr: 9.37e-04
2022-08-21 06:51:05,330 INFO [train.py:927] (2/8) Epoch 2, batch 24200, giga_loss[loss=0.2728, simple_loss=0.3397, pruned_loss=0.1029, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03206, over 45.00 utterances.], tot_loss[loss=0.297, simple_loss=0.3586, pruned_loss=0.1177, over 2474336.21 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07976, over 21315.63 utterances.], libri_tot_loss[loss=0.2978, simple_loss=0.3574, pruned_loss=0.1191, over 2468321.97 frames. utt_duration=1184 frames, utt_pad_proportion=0.08044, over 8349.81 utterances.], giga_tot_loss[loss=0.2977, simple_loss=0.3592, pruned_loss=0.1181, over 2475177.22 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07902, over 23173.13 utterances.], batch size: 45, lr: 9.36e-04
2022-08-21 06:52:54,072 INFO [train.py:927] (2/8) Epoch 2, batch 24250, giga_loss[loss=0.2651, simple_loss=0.3362, pruned_loss=0.097, over 12310.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03076, over 48.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3556, pruned_loss=0.1163, over 2474126.44 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07771, over 20570.54 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3571, pruned_loss=0.119, over 2468061.57 frames. utt_duration=1188 frames, utt_pad_proportion=0.07922, over 8321.98 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3564, pruned_loss=0.1166, over 2475129.57 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07765, over 22298.84 utterances.], batch size: 48, lr: 9.36e-04
2022-08-21 06:54:42,475 INFO [train.py:927] (2/8) Epoch 2, batch 24300, giga_loss[loss=0.2637, simple_loss=0.3337, pruned_loss=0.09689, over 12265.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03448, over 28.00 utterances.], tot_loss[loss=0.2904, simple_loss=0.3534, pruned_loss=0.1137, over 2474168.75 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07603, over 20118.57 utterances.], libri_tot_loss[loss=0.2971, simple_loss=0.3565, pruned_loss=0.1188, over 2468125.56 frames. utt_duration=1192 frames, utt_pad_proportion=0.07841, over 8290.32 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3544, pruned_loss=0.1142, over 2474968.63 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07638, over 21675.71 utterances.], batch size: 28, lr: 9.36e-04
2022-08-21 06:56:26,590 INFO [train.py:927] (2/8) Epoch 2, batch 24350, giga_loss[loss=0.2685, simple_loss=0.3453, pruned_loss=0.09588, over 12356.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.29, simple_loss=0.353, pruned_loss=0.1135, over 2474453.43 frames. utt_duration=499 frames, utt_pad_proportion=0.07484, over 19893.10 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3568, pruned_loss=0.119, over 2468221.53 frames. utt_duration=1184 frames, utt_pad_proportion=0.08123, over 8350.44 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3535, pruned_loss=0.1135, over 2475113.58 frames. utt_duration=466.7 frames, utt_pad_proportion=0.0742, over 21280.73 utterances.], batch size: 70, lr: 9.35e-04
2022-08-21 06:58:11,946 INFO [train.py:927] (2/8) Epoch 2, batch 24400, libri_loss[loss=0.2269, simple_loss=0.3036, pruned_loss=0.07508, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006262, over 32.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3512, pruned_loss=0.1127, over 2473944.41 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06952, over 19288.24 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3561, pruned_loss=0.1186, over 2467775.30 frames. utt_duration=1190 frames, utt_pad_proportion=0.07906, over 8302.83 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3522, pruned_loss=0.113, over 2475145.93 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07001, over 20870.63 utterances.], batch size: 32, lr: 9.35e-04
2022-08-21 07:00:00,717 INFO [train.py:927] (2/8) Epoch 2, batch 24450, giga_loss[loss=0.2773, simple_loss=0.342, pruned_loss=0.1063, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3511, pruned_loss=0.1132, over 2473689.03 frames. utt_duration=514 frames, utt_pad_proportion=0.07118, over 19302.78 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3563, pruned_loss=0.1185, over 2467608.25 frames. utt_duration=1182 frames, utt_pad_proportion=0.08241, over 8360.71 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3516, pruned_loss=0.1133, over 2474916.17 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07026, over 20717.94 utterances.], batch size: 113, lr: 9.34e-04
2022-08-21 07:01:45,289 INFO [train.py:927] (2/8) Epoch 2, batch 24500, libri_loss[loss=0.3289, simple_loss=0.3686, pruned_loss=0.1446, over 12264.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008538, over 37.00 utterances.], tot_loss[loss=0.2894, simple_loss=0.3504, pruned_loss=0.1142, over 2473900.78 frames. utt_duration=493.4 frames, utt_pad_proportion=0.0776, over 20114.93 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3556, pruned_loss=0.1185, over 2467849.55 frames. utt_duration=1179 frames, utt_pad_proportion=0.08407, over 8383.21 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3513, pruned_loss=0.1142, over 2474913.29 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07586, over 21664.64 utterances.], batch size: 37, lr: 9.34e-04
2022-08-21 07:03:32,100 INFO [train.py:927] (2/8) Epoch 2, batch 24550, giga_loss[loss=0.2641, simple_loss=0.3298, pruned_loss=0.09926, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05093, over 161.00 utterances.], tot_loss[loss=0.2914, simple_loss=0.3517, pruned_loss=0.1155, over 2474322.34 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07087, over 20518.06 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3556, pruned_loss=0.1186, over 2467948.45 frames. utt_duration=1182 frames, utt_pad_proportion=0.08315, over 8360.59 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3523, pruned_loss=0.1153, over 2475101.11 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07019, over 21914.62 utterances.], batch size: 161, lr: 9.33e-04
2022-08-21 07:05:15,749 INFO [train.py:927] (2/8) Epoch 2, batch 24600, giga_loss[loss=0.2875, simple_loss=0.3537, pruned_loss=0.1107, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03739, over 113.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3508, pruned_loss=0.1143, over 2474172.32 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07239, over 21028.70 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3547, pruned_loss=0.1183, over 2467810.35 frames. utt_duration=1187 frames, utt_pad_proportion=0.08198, over 8326.53 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.352, pruned_loss=0.1144, over 2475035.92 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07214, over 22391.13 utterances.], batch size: 113, lr: 9.33e-04
2022-08-21 07:07:03,421 INFO [train.py:927] (2/8) Epoch 2, batch 24650, giga_loss[loss=0.2935, simple_loss=0.3599, pruned_loss=0.1135, over 12366.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.291, simple_loss=0.352, pruned_loss=0.115, over 2474659.35 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07052, over 20989.51 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3547, pruned_loss=0.1184, over 2467634.74 frames. utt_duration=1187 frames, utt_pad_proportion=0.08156, over 8328.30 utterances.], giga_tot_loss[loss=0.2914, simple_loss=0.3529, pruned_loss=0.1149, over 2475565.51 frames. utt_duration=448 frames, utt_pad_proportion=0.07053, over 22177.50 utterances.], batch size: 70, lr: 9.32e-04
2022-08-21 07:08:50,115 INFO [train.py:927] (2/8) Epoch 2, batch 24700, giga_loss[loss=0.2487, simple_loss=0.3157, pruned_loss=0.09084, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03521, over 40.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3533, pruned_loss=0.1163, over 2475134.05 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07063, over 20936.15 utterances.], libri_tot_loss[loss=0.2955, simple_loss=0.3548, pruned_loss=0.1181, over 2467733.18 frames. utt_duration=1187 frames, utt_pad_proportion=0.08111, over 8326.98 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3539, pruned_loss=0.1164, over 2475909.18 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07069, over 22122.42 utterances.], batch size: 40, lr: 9.32e-04
2022-08-21 07:10:35,091 INFO [train.py:927] (2/8) Epoch 2, batch 24750, libri_loss[loss=0.2344, simple_loss=0.3124, pruned_loss=0.07819, over 12210.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.005776, over 30.00 utterances.], tot_loss[loss=0.2966, simple_loss=0.356, pruned_loss=0.1186, over 2474534.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07244, over 20854.50 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3554, pruned_loss=0.118, over 2467621.54 frames. utt_duration=1185 frames, utt_pad_proportion=0.08241, over 8340.57 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3559, pruned_loss=0.1188, over 2475559.09 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07171, over 22266.77 utterances.], batch size: 30, lr: 9.31e-04
2022-08-21 07:12:22,464 INFO [train.py:927] (2/8) Epoch 2, batch 24800, giga_loss[loss=0.339, simple_loss=0.3876, pruned_loss=0.1452, over 12437.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05404, over 162.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3549, pruned_loss=0.1168, over 2474669.15 frames. utt_duration=490 frames, utt_pad_proportion=0.06596, over 20260.61 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3564, pruned_loss=0.1183, over 2467608.60 frames. utt_duration=1187 frames, utt_pad_proportion=0.08178, over 8326.19 utterances.], giga_tot_loss[loss=0.2936, simple_loss=0.3539, pruned_loss=0.1166, over 2475567.56 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06589, over 21497.15 utterances.], batch size: 162, lr: 9.31e-04
2022-08-21 07:14:05,519 INFO [train.py:927] (2/8) Epoch 2, batch 24850, giga_loss[loss=0.2811, simple_loss=0.3471, pruned_loss=0.1075, over 12428.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03323, over 75.00 utterances.], tot_loss[loss=0.2901, simple_loss=0.352, pruned_loss=0.1141, over 2474810.13 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06633, over 20297.46 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.356, pruned_loss=0.1182, over 2467471.08 frames. utt_duration=1188 frames, utt_pad_proportion=0.08048, over 8321.75 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3515, pruned_loss=0.114, over 2475869.47 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06657, over 21624.64 utterances.], batch size: 75, lr: 9.31e-04
2022-08-21 07:15:52,317 INFO [train.py:927] (2/8) Epoch 2, batch 24900, giga_loss[loss=0.2982, simple_loss=0.37, pruned_loss=0.1132, over 12365.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04261, over 133.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3495, pruned_loss=0.1131, over 2475411.27 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07174, over 21083.08 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3562, pruned_loss=0.1185, over 2467584.03 frames. utt_duration=1178 frames, utt_pad_proportion=0.08414, over 8393.14 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3488, pruned_loss=0.1127, over 2476212.27 frames. utt_duration=448 frames, utt_pad_proportion=0.07047, over 22179.71 utterances.], batch size: 133, lr: 9.30e-04
2022-08-21 07:17:37,355 INFO [train.py:927] (2/8) Epoch 2, batch 24950, giga_loss[loss=0.2773, simple_loss=0.3501, pruned_loss=0.1023, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3509, pruned_loss=0.1146, over 2474603.57 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07428, over 21272.52 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.355, pruned_loss=0.1177, over 2467565.24 frames. utt_duration=1182 frames, utt_pad_proportion=0.08239, over 8358.38 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3513, pruned_loss=0.1148, over 2475532.25 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07365, over 22673.37 utterances.], batch size: 133, lr: 9.30e-04
2022-08-21 07:19:24,952 INFO [train.py:927] (2/8) Epoch 2, batch 25000, giga_loss[loss=0.3125, simple_loss=0.3837, pruned_loss=0.1207, over 12371.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02767, over 85.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.3542, pruned_loss=0.1138, over 2474655.56 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07229, over 20545.25 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3553, pruned_loss=0.118, over 2467658.91 frames. utt_duration=1163 frames, utt_pad_proportion=0.08867, over 8494.74 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3542, pruned_loss=0.1137, over 2475518.04 frames. utt_duration=454 frames, utt_pad_proportion=0.06957, over 21880.36 utterances.], batch size: 85, lr: 9.29e-04
2022-08-21 07:21:09,052 INFO [train.py:927] (2/8) Epoch 2, batch 25050, giga_loss[loss=0.2927, simple_loss=0.3562, pruned_loss=0.1146, over 12424.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05181, over 162.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3554, pruned_loss=0.1152, over 2473456.50 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07542, over 21100.04 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3544, pruned_loss=0.1171, over 2466912.10 frames. utt_duration=1172 frames, utt_pad_proportion=0.08691, over 8426.74 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3562, pruned_loss=0.1158, over 2475007.77 frames. utt_duration=440 frames, utt_pad_proportion=0.07369, over 22576.09 utterances.], batch size: 162, lr: 9.29e-04
2022-08-21 07:22:56,936 INFO [train.py:927] (2/8) Epoch 2, batch 25100, giga_loss[loss=0.3721, simple_loss=0.3944, pruned_loss=0.1748, over 12355.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2958, simple_loss=0.357, pruned_loss=0.1173, over 2475047.74 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07487, over 21284.11 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3544, pruned_loss=0.1171, over 2467130.53 frames. utt_duration=1175 frames, utt_pad_proportion=0.08558, over 8411.27 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3577, pruned_loss=0.1178, over 2476230.13 frames. utt_duration=438 frames, utt_pad_proportion=0.07387, over 22689.91 utterances.], batch size: 258, lr: 9.28e-04
2022-08-21 07:24:41,342 INFO [train.py:927] (2/8) Epoch 2, batch 25150, giga_loss[loss=0.3584, simple_loss=0.3886, pruned_loss=0.1641, over 12357.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 258.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.3556, pruned_loss=0.1174, over 2475206.04 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07463, over 21666.50 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3542, pruned_loss=0.117, over 2467120.99 frames. utt_duration=1176 frames, utt_pad_proportion=0.08452, over 8401.13 utterances.], giga_tot_loss[loss=0.2961, simple_loss=0.3564, pruned_loss=0.1179, over 2476313.98 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07413, over 23018.49 utterances.], batch size: 258, lr: 9.28e-04
2022-08-21 07:26:27,621 INFO [train.py:927] (2/8) Epoch 2, batch 25200, libri_loss[loss=0.2944, simple_loss=0.3635, pruned_loss=0.1126, over 12287.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00608, over 32.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.3562, pruned_loss=0.1195, over 2475389.60 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08241, over 22657.16 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3543, pruned_loss=0.1171, over 2467084.10 frames. utt_duration=1165 frames, utt_pad_proportion=0.0882, over 8481.65 utterances.], giga_tot_loss[loss=0.2982, simple_loss=0.3568, pruned_loss=0.1198, over 2476447.32 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08051, over 23899.90 utterances.], batch size: 32, lr: 9.27e-04
2022-08-21 07:28:12,864 INFO [train.py:927] (2/8) Epoch 2, batch 25250, giga_loss[loss=0.3257, simple_loss=0.373, pruned_loss=0.1392, over 12363.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03384, over 122.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3539, pruned_loss=0.118, over 2475057.33 frames. utt_duration=457.3 frames, utt_pad_proportion=0.08177, over 21718.14 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.3543, pruned_loss=0.1169, over 2467082.70 frames. utt_duration=1168 frames, utt_pad_proportion=0.08662, over 8460.52 utterances.], giga_tot_loss[loss=0.2957, simple_loss=0.3544, pruned_loss=0.1186, over 2476155.69 frames. utt_duration=430.3 frames, utt_pad_proportion=0.08071, over 23095.25 utterances.], batch size: 122, lr: 9.27e-04
2022-08-21 07:29:56,310 INFO [train.py:927] (2/8) Epoch 2, batch 25300, giga_loss[loss=0.322, simple_loss=0.3763, pruned_loss=0.1339, over 12396.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07358, over 213.00 utterances.], tot_loss[loss=0.2947, simple_loss=0.3538, pruned_loss=0.1178, over 2474962.01 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08112, over 22017.10 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3542, pruned_loss=0.1167, over 2466850.16 frames. utt_duration=1166 frames, utt_pad_proportion=0.08819, over 8471.76 utterances.], giga_tot_loss[loss=0.2955, simple_loss=0.3542, pruned_loss=0.1184, over 2476347.10 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07975, over 23622.78 utterances.], batch size: 213, lr: 9.27e-04
2022-08-21 07:31:39,415 INFO [train.py:927] (2/8) Epoch 2, batch 25350, giga_loss[loss=0.303, simple_loss=0.3642, pruned_loss=0.1209, over 12403.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04338, over 146.00 utterances.], tot_loss[loss=0.2975, simple_loss=0.3564, pruned_loss=0.1194, over 2475339.45 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07691, over 22014.74 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3544, pruned_loss=0.1169, over 2467250.11 frames. utt_duration=1163 frames, utt_pad_proportion=0.08748, over 8499.66 utterances.], giga_tot_loss[loss=0.298, simple_loss=0.3565, pruned_loss=0.1197, over 2476331.01 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07623, over 23621.84 utterances.], batch size: 146, lr: 9.26e-04
2022-08-21 07:33:32,979 INFO [train.py:927] (2/8) Epoch 2, batch 25400, giga_loss[loss=0.286, simple_loss=0.3582, pruned_loss=0.1069, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03046, over 85.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3558, pruned_loss=0.1182, over 2475129.55 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07352, over 21328.36 utterances.], libri_tot_loss[loss=0.2941, simple_loss=0.3542, pruned_loss=0.117, over 2467366.96 frames. utt_duration=1154 frames, utt_pad_proportion=0.08999, over 8563.43 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3562, pruned_loss=0.1184, over 2476030.09 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07224, over 22910.96 utterances.], batch size: 85, lr: 9.26e-04
2022-08-21 07:35:18,121 INFO [train.py:927] (2/8) Epoch 2, batch 25450, libri_loss[loss=0.2213, simple_loss=0.2995, pruned_loss=0.07158, over 12390.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007384, over 31.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3566, pruned_loss=0.1163, over 2475400.09 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07137, over 20546.56 utterances.], libri_tot_loss[loss=0.2937, simple_loss=0.3539, pruned_loss=0.1168, over 2467793.01 frames. utt_duration=1156 frames, utt_pad_proportion=0.08905, over 8547.13 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.3573, pruned_loss=0.1167, over 2475903.72 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07067, over 22112.11 utterances.], batch size: 31, lr: 9.25e-04
2022-08-21 07:37:02,578 INFO [train.py:927] (2/8) Epoch 2, batch 25500, libri_loss[loss=0.3254, simple_loss=0.382, pruned_loss=0.1344, over 12454.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009236, over 39.00 utterances.], tot_loss[loss=0.2958, simple_loss=0.3577, pruned_loss=0.1169, over 2474047.55 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07359, over 20332.60 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3539, pruned_loss=0.1166, over 2467967.20 frames. utt_duration=1159 frames, utt_pad_proportion=0.08741, over 8527.62 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3584, pruned_loss=0.1173, over 2474428.26 frames. utt_duration=454 frames, utt_pad_proportion=0.07331, over 21871.65 utterances.], batch size: 39, lr: 9.25e-04
2022-08-21 07:38:45,868 INFO [train.py:927] (2/8) Epoch 2, batch 25550, giga_loss[loss=0.3296, simple_loss=0.3814, pruned_loss=0.1389, over 12401.00 frames. utt_duration=371.4 frames, utt_pad_proportion=0.04757, over 134.00 utterances.], tot_loss[loss=0.299, simple_loss=0.3595, pruned_loss=0.1192, over 2474488.44 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07331, over 20519.32 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3543, pruned_loss=0.1171, over 2468014.03 frames. utt_duration=1152 frames, utt_pad_proportion=0.08992, over 8584.25 utterances.], giga_tot_loss[loss=0.2991, simple_loss=0.3597, pruned_loss=0.1192, over 2474920.18 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07206, over 22016.15 utterances.], batch size: 134, lr: 9.24e-04
2022-08-21 07:40:30,276 INFO [train.py:927] (2/8) Epoch 2, batch 25600, giga_loss[loss=0.3314, simple_loss=0.385, pruned_loss=0.1389, over 12424.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04223, over 146.00 utterances.], tot_loss[loss=0.2968, simple_loss=0.3589, pruned_loss=0.1173, over 2474795.90 frames. utt_duration=485 frames, utt_pad_proportion=0.0703, over 20474.76 utterances.], libri_tot_loss[loss=0.2939, simple_loss=0.354, pruned_loss=0.1169, over 2468022.74 frames. utt_duration=1155 frames, utt_pad_proportion=0.08896, over 8560.57 utterances.], giga_tot_loss[loss=0.2973, simple_loss=0.3595, pruned_loss=0.1175, over 2475218.04 frames. utt_duration=454.9 frames, utt_pad_proportion=0.06974, over 21835.70 utterances.], batch size: 146, lr: 9.24e-04
2022-08-21 07:42:14,295 INFO [train.py:927] (2/8) Epoch 2, batch 25650, giga_loss[loss=0.2772, simple_loss=0.3492, pruned_loss=0.1027, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02953, over 43.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.3582, pruned_loss=0.115, over 2475558.03 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06738, over 19839.27 utterances.], libri_tot_loss[loss=0.293, simple_loss=0.3535, pruned_loss=0.1162, over 2468341.49 frames. utt_duration=1166 frames, utt_pad_proportion=0.0869, over 8481.23 utterances.], giga_tot_loss[loss=0.2953, simple_loss=0.3592, pruned_loss=0.1157, over 2475807.36 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06767, over 21371.28 utterances.], batch size: 43, lr: 9.23e-04
2022-08-21 07:43:58,232 INFO [train.py:927] (2/8) Epoch 2, batch 25700, giga_loss[loss=0.2942, simple_loss=0.3576, pruned_loss=0.1154, over 12376.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03065, over 97.00 utterances.], tot_loss[loss=0.2953, simple_loss=0.3585, pruned_loss=0.116, over 2474367.54 frames. utt_duration=484 frames, utt_pad_proportion=0.07127, over 20512.56 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3526, pruned_loss=0.1157, over 2467995.60 frames. utt_duration=1171 frames, utt_pad_proportion=0.08547, over 8438.54 utterances.], giga_tot_loss[loss=0.2972, simple_loss=0.3602, pruned_loss=0.1171, over 2475005.92 frames. utt_duration=450.9 frames, utt_pad_proportion=0.0716, over 22027.85 utterances.], batch size: 97, lr: 9.23e-04
2022-08-21 07:45:45,702 INFO [train.py:927] (2/8) Epoch 2, batch 25750, libri_loss[loss=0.2462, simple_loss=0.306, pruned_loss=0.09317, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006395, over 31.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3558, pruned_loss=0.1155, over 2473775.04 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07603, over 20871.13 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3524, pruned_loss=0.1157, over 2467993.53 frames. utt_duration=1173 frames, utt_pad_proportion=0.08451, over 8423.99 utterances.], giga_tot_loss[loss=0.2951, simple_loss=0.3574, pruned_loss=0.1164, over 2474385.59 frames. utt_duration=446.2 frames, utt_pad_proportion=0.0763, over 22253.92 utterances.], batch size: 31, lr: 9.23e-04
2022-08-21 07:47:31,149 INFO [train.py:927] (2/8) Epoch 2, batch 25800, giga_loss[loss=0.3285, simple_loss=0.3721, pruned_loss=0.1425, over 12357.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07579, over 212.00 utterances.], tot_loss[loss=0.2902, simple_loss=0.3528, pruned_loss=0.1138, over 2473951.94 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07427, over 20617.07 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3517, pruned_loss=0.1152, over 2468076.60 frames. utt_duration=1179 frames, utt_pad_proportion=0.08249, over 8383.32 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.3548, pruned_loss=0.1149, over 2474643.28 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07521, over 22356.19 utterances.], batch size: 212, lr: 9.22e-04
2022-08-21 07:49:11,457 INFO [train.py:927] (2/8) Epoch 2, batch 25850, giga_loss[loss=0.2532, simple_loss=0.3305, pruned_loss=0.08797, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03102, over 80.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3512, pruned_loss=0.1136, over 2473950.48 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07077, over 20541.01 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.351, pruned_loss=0.1147, over 2468041.77 frames. utt_duration=1185 frames, utt_pad_proportion=0.08135, over 8344.89 utterances.], giga_tot_loss[loss=0.2917, simple_loss=0.3536, pruned_loss=0.1149, over 2474616.59 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0721, over 22187.52 utterances.], batch size: 80, lr: 9.22e-04
2022-08-21 07:50:52,299 INFO [train.py:927] (2/8) Epoch 2, batch 25900, giga_loss[loss=0.2907, simple_loss=0.365, pruned_loss=0.1082, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04797, over 26.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3491, pruned_loss=0.1106, over 2473593.48 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06806, over 20285.74 utterances.], libri_tot_loss[loss=0.2908, simple_loss=0.3516, pruned_loss=0.1149, over 2468096.72 frames. utt_duration=1185 frames, utt_pad_proportion=0.08006, over 8345.18 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3504, pruned_loss=0.1114, over 2474212.08 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06965, over 21878.03 utterances.], batch size: 26, lr: 9.21e-04
2022-08-21 07:52:43,655 INFO [train.py:927] (2/8) Epoch 2, batch 25950, giga_loss[loss=0.2326, simple_loss=0.306, pruned_loss=0.07958, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3475, pruned_loss=0.1105, over 2474859.30 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07525, over 21280.59 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3515, pruned_loss=0.1148, over 2468531.85 frames. utt_duration=1186 frames, utt_pad_proportion=0.07915, over 8337.25 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3486, pruned_loss=0.1111, over 2475065.00 frames. utt_duration=436 frames, utt_pad_proportion=0.07632, over 22782.97 utterances.], batch size: 91, lr: 9.21e-04
2022-08-21 07:54:25,337 INFO [train.py:927] (2/8) Epoch 2, batch 26000, giga_loss[loss=0.3612, simple_loss=0.3932, pruned_loss=0.1646, over 12400.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07304, over 212.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3462, pruned_loss=0.1098, over 2474999.88 frames. utt_duration=479.4 frames, utt_pad_proportion=0.072, over 20715.36 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.3517, pruned_loss=0.1147, over 2468577.80 frames. utt_duration=1187 frames, utt_pad_proportion=0.07821, over 8329.73 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3467, pruned_loss=0.1103, over 2475215.72 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07335, over 22146.64 utterances.], batch size: 212, lr: 9.20e-04
2022-08-21 07:56:07,363 INFO [train.py:927] (2/8) Epoch 2, batch 26050, giga_loss[loss=0.257, simple_loss=0.3272, pruned_loss=0.09338, over 12340.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02437, over 45.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3479, pruned_loss=0.1099, over 2474818.96 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07099, over 20832.95 utterances.], libri_tot_loss[loss=0.291, simple_loss=0.3526, pruned_loss=0.1147, over 2468439.13 frames. utt_duration=1185 frames, utt_pad_proportion=0.07834, over 8343.48 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3475, pruned_loss=0.1103, over 2475164.92 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07202, over 22053.38 utterances.], batch size: 45, lr: 9.20e-04
2022-08-21 07:57:48,478 INFO [train.py:927] (2/8) Epoch 2, batch 26100, giga_loss[loss=0.286, simple_loss=0.3513, pruned_loss=0.1103, over 12390.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02654, over 91.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.348, pruned_loss=0.1094, over 2474747.94 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07129, over 20441.93 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3538, pruned_loss=0.1151, over 2468532.94 frames. utt_duration=1188 frames, utt_pad_proportion=0.07721, over 8319.79 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3465, pruned_loss=0.1093, over 2475036.47 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07244, over 21645.00 utterances.], batch size: 91, lr: 9.20e-04
2022-08-21 07:59:30,882 INFO [train.py:927] (2/8) Epoch 2, batch 26150, giga_loss[loss=0.326, simple_loss=0.3754, pruned_loss=0.1383, over 12375.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05521, over 181.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3502, pruned_loss=0.1112, over 2474874.42 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07013, over 20165.84 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.354, pruned_loss=0.1155, over 2468705.31 frames. utt_duration=1165 frames, utt_pad_proportion=0.08496, over 8490.33 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3487, pruned_loss=0.1106, over 2475085.07 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06785, over 21229.89 utterances.], batch size: 181, lr: 9.19e-04
2022-08-21 08:00:16,866 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-21 08:02:46,694 INFO [train.py:927] (2/8) Epoch 3, batch 50, giga_loss[loss=0.2365, simple_loss=0.3107, pruned_loss=0.08114, over 12350.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03345, over 62.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3442, pruned_loss=0.09632, over 548928.52 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06871, over 3887.83 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3104, pruned_loss=0.0839, over 61342.84 frames. utt_duration=1330 frames, utt_pad_proportion=0.04729, over 184.76 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3478, pruned_loss=0.09764, over 499986.54 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06953, over 3751.18 utterances.], batch size: 62, lr: 9.12e-04
2022-08-21 08:04:30,699 INFO [train.py:927] (2/8) Epoch 3, batch 100, giga_loss[loss=0.2009, simple_loss=0.2784, pruned_loss=0.06173, over 12331.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.0301, over 70.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3275, pruned_loss=0.08664, over 975581.67 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05906, over 6766.76 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3396, pruned_loss=0.08338, over 132586.78 frames. utt_duration=1398 frames, utt_pad_proportion=0.02877, over 379.77 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3256, pruned_loss=0.08714, over 890800.83 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06069, over 6628.70 utterances.], batch size: 70, lr: 9.11e-04
2022-08-21 08:06:13,047 INFO [train.py:927] (2/8) Epoch 3, batch 150, giga_loss[loss=0.2673, simple_loss=0.3135, pruned_loss=0.1105, over 12350.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1128, over 260.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.07987, over 1307164.12 frames. utt_duration=569 frames, utt_pad_proportion=0.06282, over 9213.27 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.361, pruned_loss=0.0897, over 190136.22 frames. utt_duration=1403 frames, utt_pad_proportion=0.02201, over 542.63 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3077, pruned_loss=0.07884, over 1210267.99 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06473, over 9127.29 utterances.], batch size: 260, lr: 9.11e-04
2022-08-21 08:07:55,705 INFO [train.py:927] (2/8) Epoch 3, batch 200, giga_loss[loss=0.1842, simple_loss=0.2629, pruned_loss=0.05274, over 12431.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03748, over 133.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3014, pruned_loss=0.07517, over 1565842.53 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06182, over 10830.50 utterances.], libri_tot_loss[loss=0.2668, simple_loss=0.3536, pruned_loss=0.09004, over 279408.20 frames. utt_duration=1276 frames, utt_pad_proportion=0.05749, over 877.12 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.2946, pruned_loss=0.07338, over 1450605.17 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06195, over 10804.36 utterances.], batch size: 133, lr: 9.11e-04
2022-08-21 08:09:38,844 INFO [train.py:927] (2/8) Epoch 3, batch 250, giga_loss[loss=0.1835, simple_loss=0.26, pruned_loss=0.05352, over 12350.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03255, over 58.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2935, pruned_loss=0.07237, over 1767006.45 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06528, over 12943.84 utterances.], libri_tot_loss[loss=0.2656, simple_loss=0.3492, pruned_loss=0.09106, over 333211.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.05179, over 1039.41 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2871, pruned_loss=0.07021, over 1657596.23 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06597, over 13046.84 utterances.], batch size: 58, lr: 9.10e-04
2022-08-21 08:11:20,731 INFO [train.py:927] (2/8) Epoch 3, batch 300, giga_loss[loss=0.1748, simple_loss=0.2497, pruned_loss=0.05002, over 12342.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.034, over 62.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2884, pruned_loss=0.0702, over 1923449.74 frames. utt_duration=576 frames, utt_pad_proportion=0.06012, over 13391.75 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3491, pruned_loss=0.09277, over 365208.93 frames. utt_duration=1242 frames, utt_pad_proportion=0.05531, over 1178.03 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2825, pruned_loss=0.06787, over 1828613.33 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06056, over 13515.79 utterances.], batch size: 62, lr: 9.10e-04
2022-08-21 08:13:01,486 INFO [train.py:927] (2/8) Epoch 3, batch 350, giga_loss[loss=0.1733, simple_loss=0.2529, pruned_loss=0.04683, over 12356.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2852, pruned_loss=0.0683, over 2046067.35 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05713, over 14261.15 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3481, pruned_loss=0.09377, over 417426.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.04997, over 1343.05 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2791, pruned_loss=0.06562, over 1959476.13 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05803, over 14493.58 utterances.], batch size: 62, lr: 9.09e-04
2022-08-21 08:14:43,359 INFO [train.py:927] (2/8) Epoch 3, batch 400, giga_loss[loss=0.1692, simple_loss=0.2458, pruned_loss=0.04634, over 12384.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2816, pruned_loss=0.06665, over 2140547.10 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05682, over 15129.30 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3457, pruned_loss=0.09327, over 478093.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.04481, over 1522.62 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2753, pruned_loss=0.06385, over 2061134.05 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05807, over 15504.68 utterances.], batch size: 91, lr: 9.09e-04
2022-08-21 08:16:26,678 INFO [train.py:927] (2/8) Epoch 3, batch 450, giga_loss[loss=0.213, simple_loss=0.2765, pruned_loss=0.07478, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03617, over 122.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2786, pruned_loss=0.06453, over 2214714.44 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05894, over 16252.11 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.351, pruned_loss=0.09396, over 507763.86 frames. utt_duration=1206 frames, utt_pad_proportion=0.06425, over 1686.39 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2716, pruned_loss=0.06176, over 2148135.23 frames. utt_duration=519.6 frames, utt_pad_proportion=0.05809, over 16586.22 utterances.], batch size: 122, lr: 9.08e-04
2022-08-21 08:18:08,481 INFO [train.py:927] (2/8) Epoch 3, batch 500, giga_loss[loss=0.2347, simple_loss=0.3074, pruned_loss=0.08104, over 12443.00 frames. utt_duration=1039 frames, utt_pad_proportion=0.02207, over 48.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2867, pruned_loss=0.06924, over 2272452.61 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06136, over 17077.86 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3501, pruned_loss=0.09394, over 565729.50 frames. utt_duration=1209 frames, utt_pad_proportion=0.06128, over 1874.28 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2796, pruned_loss=0.06639, over 2213168.10 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06093, over 17589.82 utterances.], batch size: 48, lr: 9.08e-04
2022-08-21 08:19:53,281 INFO [train.py:927] (2/8) Epoch 3, batch 550, giga_loss[loss=0.2867, simple_loss=0.3526, pruned_loss=0.1104, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05508, over 162.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3, pruned_loss=0.07674, over 2317054.35 frames. utt_duration=523 frames, utt_pad_proportion=0.06518, over 17771.21 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3459, pruned_loss=0.09238, over 613076.50 frames. utt_duration=1235 frames, utt_pad_proportion=0.05699, over 1988.28 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.2943, pruned_loss=0.07452, over 2265659.80 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06512, over 18404.59 utterances.], batch size: 162, lr: 9.08e-04
2022-08-21 08:21:37,183 INFO [train.py:927] (2/8) Epoch 3, batch 600, giga_loss[loss=0.2383, simple_loss=0.3189, pruned_loss=0.07885, over 12303.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03658, over 51.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3088, pruned_loss=0.08092, over 2351875.98 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06768, over 18233.59 utterances.], libri_tot_loss[loss=0.2653, simple_loss=0.3452, pruned_loss=0.0927, over 622208.12 frames. utt_duration=1241 frames, utt_pad_proportion=0.05633, over 2007.34 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3046, pruned_loss=0.07916, over 2311206.59 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06766, over 18783.27 utterances.], batch size: 51, lr: 9.07e-04
2022-08-21 08:23:18,689 INFO [train.py:927] (2/8) Epoch 3, batch 650, giga_loss[loss=0.263, simple_loss=0.3278, pruned_loss=0.09909, over 12347.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04628, over 37.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3132, pruned_loss=0.08324, over 2377805.86 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07167, over 18292.10 utterances.], libri_tot_loss[loss=0.2658, simple_loss=0.3448, pruned_loss=0.09342, over 676433.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.05223, over 2152.33 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3091, pruned_loss=0.08141, over 2342864.08 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07213, over 19046.20 utterances.], batch size: 37, lr: 9.07e-04
2022-08-21 08:25:02,371 INFO [train.py:927] (2/8) Epoch 3, batch 700, giga_loss[loss=0.285, simple_loss=0.3579, pruned_loss=0.106, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3168, pruned_loss=0.08525, over 2398968.12 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06988, over 17756.76 utterances.], libri_tot_loss[loss=0.264, simple_loss=0.3426, pruned_loss=0.09273, over 729616.90 frames. utt_duration=1233 frames, utt_pad_proportion=0.06163, over 2370.13 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3134, pruned_loss=0.08376, over 2368717.43 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06948, over 18583.32 utterances.], batch size: 80, lr: 9.06e-04
2022-08-21 08:26:44,205 INFO [train.py:927] (2/8) Epoch 3, batch 750, libri_loss[loss=0.2057, simple_loss=0.2959, pruned_loss=0.05779, over 12457.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009926, over 29.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3211, pruned_loss=0.087, over 2413995.74 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06718, over 17472.80 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.339, pruned_loss=0.09129, over 781025.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.05751, over 2487.53 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3188, pruned_loss=0.08608, over 2388149.67 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06755, over 18435.37 utterances.], batch size: 29, lr: 9.06e-04
2022-08-21 08:28:26,352 INFO [train.py:927] (2/8) Epoch 3, batch 800, libri_loss[loss=0.227, simple_loss=0.3117, pruned_loss=0.07119, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009039, over 30.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3232, pruned_loss=0.08706, over 2426389.77 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0634, over 17323.89 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3356, pruned_loss=0.08947, over 838863.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.05366, over 2619.44 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3219, pruned_loss=0.08676, over 2404364.26 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06446, over 18439.09 utterances.], batch size: 30, lr: 9.05e-04
2022-08-21 08:30:09,559 INFO [train.py:927] (2/8) Epoch 3, batch 850, giga_loss[loss=0.2202, simple_loss=0.3084, pruned_loss=0.06597, over 12468.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02966, over 55.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3248, pruned_loss=0.08649, over 2437445.76 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05908, over 16678.93 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3343, pruned_loss=0.08871, over 855355.24 frames. utt_duration=1291 frames, utt_pad_proportion=0.0526, over 2654.16 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.324, pruned_loss=0.08645, over 2419604.97 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06034, over 17648.87 utterances.], batch size: 55, lr: 9.05e-04
2022-08-21 08:31:52,180 INFO [train.py:927] (2/8) Epoch 3, batch 900, giga_loss[loss=0.3546, simple_loss=0.3932, pruned_loss=0.158, over 12426.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0545, over 162.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3257, pruned_loss=0.08643, over 2445592.91 frames. utt_duration=589.6 frames, utt_pad_proportion=0.06079, over 16635.24 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3338, pruned_loss=0.08839, over 879365.83 frames. utt_duration=1298 frames, utt_pad_proportion=0.05096, over 2712.05 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3252, pruned_loss=0.08647, over 2431216.42 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06198, over 17545.61 utterances.], batch size: 162, lr: 9.05e-04
2022-08-21 08:33:37,578 INFO [train.py:927] (2/8) Epoch 3, batch 950, giga_loss[loss=0.2721, simple_loss=0.3419, pruned_loss=0.1012, over 12411.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03712, over 113.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3312, pruned_loss=0.09123, over 2452066.83 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06451, over 17439.60 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3392, pruned_loss=0.08986, over 933922.54 frames. utt_duration=1303 frames, utt_pad_proportion=0.0479, over 2870.68 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3286, pruned_loss=0.09076, over 2440066.87 frames. utt_duration=530 frames, utt_pad_proportion=0.0658, over 18468.18 utterances.], batch size: 113, lr: 9.04e-04
2022-08-21 08:35:20,298 INFO [train.py:927] (2/8) Epoch 3, batch 1000, giga_loss[loss=0.2604, simple_loss=0.3306, pruned_loss=0.09504, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03577, over 80.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3306, pruned_loss=0.09162, over 2456723.75 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06495, over 17176.09 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3368, pruned_loss=0.08903, over 1001397.91 frames. utt_duration=1312 frames, utt_pad_proportion=0.0452, over 3057.13 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3291, pruned_loss=0.09162, over 2446558.43 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06665, over 18427.63 utterances.], batch size: 80, lr: 9.04e-04
2022-08-21 08:37:02,632 INFO [train.py:927] (2/8) Epoch 3, batch 1050, giga_loss[loss=0.2221, simple_loss=0.3071, pruned_loss=0.06855, over 12421.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04199, over 26.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3289, pruned_loss=0.09111, over 2460382.31 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06222, over 16700.66 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.336, pruned_loss=0.0889, over 1023405.00 frames. utt_duration=1314 frames, utt_pad_proportion=0.04416, over 3118.94 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3279, pruned_loss=0.09118, over 2452107.76 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06402, over 17819.49 utterances.], batch size: 26, lr: 9.03e-04
2022-08-21 08:38:48,581 INFO [train.py:927] (2/8) Epoch 3, batch 1100, giga_loss[loss=0.2484, simple_loss=0.3201, pruned_loss=0.08835, over 12380.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04927, over 161.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3263, pruned_loss=0.08927, over 2463012.46 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05778, over 16758.89 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3361, pruned_loss=0.08898, over 1037815.32 frames. utt_duration=1312 frames, utt_pad_proportion=0.04362, over 3167.66 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3254, pruned_loss=0.08931, over 2456447.72 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05958, over 17713.26 utterances.], batch size: 161, lr: 9.03e-04
2022-08-21 08:40:33,793 INFO [train.py:927] (2/8) Epoch 3, batch 1150, giga_loss[loss=0.2281, simple_loss=0.3024, pruned_loss=0.07689, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03322, over 85.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3221, pruned_loss=0.08762, over 2464857.63 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0673, over 17906.59 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.334, pruned_loss=0.08773, over 1086895.53 frames. utt_duration=1313 frames, utt_pad_proportion=0.04291, over 3315.37 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3218, pruned_loss=0.08815, over 2459655.33 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06863, over 19001.26 utterances.], batch size: 85, lr: 9.03e-04
2022-08-21 08:42:20,106 INFO [train.py:927] (2/8) Epoch 3, batch 1200, giga_loss[loss=0.2536, simple_loss=0.3254, pruned_loss=0.09089, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03353, over 104.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3187, pruned_loss=0.08559, over 2467336.93 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06525, over 18176.56 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3367, pruned_loss=0.08865, over 1121200.37 frames. utt_duration=1316 frames, utt_pad_proportion=0.04132, over 3412.49 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3171, pruned_loss=0.08558, over 2463025.86 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06688, over 19306.40 utterances.], batch size: 104, lr: 9.02e-04
2022-08-21 08:44:13,085 INFO [train.py:927] (2/8) Epoch 3, batch 1250, giga_loss[loss=0.2348, simple_loss=0.3072, pruned_loss=0.08114, over 12189.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03078, over 36.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3169, pruned_loss=0.08477, over 2468239.99 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06572, over 17894.07 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3363, pruned_loss=0.08867, over 1141128.96 frames. utt_duration=1315 frames, utt_pad_proportion=0.04105, over 3475.88 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3155, pruned_loss=0.08472, over 2464994.41 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06721, over 18931.42 utterances.], batch size: 36, lr: 9.02e-04
2022-08-21 08:45:56,609 INFO [train.py:927] (2/8) Epoch 3, batch 1300, giga_loss[loss=0.2349, simple_loss=0.3053, pruned_loss=0.08224, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04242, over 146.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3147, pruned_loss=0.08404, over 2469254.32 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06689, over 18465.32 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3368, pruned_loss=0.08913, over 1147773.31 frames. utt_duration=1287 frames, utt_pad_proportion=0.04934, over 3570.50 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3133, pruned_loss=0.08379, over 2466710.94 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06675, over 19257.93 utterances.], batch size: 146, lr: 9.01e-04
2022-08-21 08:47:40,208 INFO [train.py:927] (2/8) Epoch 3, batch 1350, giga_loss[loss=0.2049, simple_loss=0.2781, pruned_loss=0.06582, over 12131.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.0434, over 33.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3118, pruned_loss=0.08321, over 2470808.61 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06883, over 18485.30 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3367, pruned_loss=0.08995, over 1187325.50 frames. utt_duration=1290 frames, utt_pad_proportion=0.04751, over 3685.00 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3101, pruned_loss=0.08249, over 2468435.04 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06917, over 19422.31 utterances.], batch size: 33, lr: 9.01e-04
2022-08-21 08:49:20,723 INFO [train.py:927] (2/8) Epoch 3, batch 1400, giga_loss[loss=0.2815, simple_loss=0.3356, pruned_loss=0.1137, over 12372.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1762, over 357.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3082, pruned_loss=0.0814, over 2470029.31 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06765, over 17845.02 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3359, pruned_loss=0.0898, over 1225027.01 frames. utt_duration=1298 frames, utt_pad_proportion=0.04534, over 3778.20 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3064, pruned_loss=0.08069, over 2468428.82 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06857, over 18899.06 utterances.], batch size: 357, lr: 9.01e-04
2022-08-21 08:51:03,992 INFO [train.py:927] (2/8) Epoch 3, batch 1450, giga_loss[loss=0.1927, simple_loss=0.2788, pruned_loss=0.05323, over 12396.00 frames. utt_duration=343.6 frames, utt_pad_proportion=0.03763, over 145.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3038, pruned_loss=0.07879, over 2470175.65 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06534, over 17277.57 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3344, pruned_loss=0.08905, over 1261938.77 frames. utt_duration=1308 frames, utt_pad_proportion=0.04353, over 3864.76 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3023, pruned_loss=0.07832, over 2468852.31 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06676, over 18404.35 utterances.], batch size: 145, lr: 9.00e-04
2022-08-21 08:52:46,495 INFO [train.py:927] (2/8) Epoch 3, batch 1500, giga_loss[loss=0.207, simple_loss=0.2826, pruned_loss=0.06567, over 12321.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02895, over 79.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3014, pruned_loss=0.07784, over 2470316.80 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06114, over 17034.89 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3347, pruned_loss=0.0892, over 1279982.73 frames. utt_duration=1311 frames, utt_pad_proportion=0.0426, over 3910.54 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.2996, pruned_loss=0.07724, over 2469266.07 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06278, over 18058.97 utterances.], batch size: 79, lr: 9.00e-04
2022-08-21 08:54:30,000 INFO [train.py:927] (2/8) Epoch 3, batch 1550, giga_loss[loss=0.2524, simple_loss=0.3193, pruned_loss=0.09279, over 12409.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.303, pruned_loss=0.07966, over 2471280.65 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06105, over 17202.12 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3338, pruned_loss=0.08897, over 1303927.64 frames. utt_duration=1318 frames, utt_pad_proportion=0.04153, over 3962.92 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3015, pruned_loss=0.07911, over 2470169.88 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06268, over 18205.90 utterances.], batch size: 146, lr: 8.99e-04
2022-08-21 08:56:12,952 INFO [train.py:927] (2/8) Epoch 3, batch 1600, libri_loss[loss=0.2558, simple_loss=0.3314, pruned_loss=0.09009, over 12452.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005942, over 35.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3082, pruned_loss=0.0831, over 2472192.73 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06309, over 17512.37 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.332, pruned_loss=0.08833, over 1344114.17 frames. utt_duration=1326 frames, utt_pad_proportion=0.03972, over 4058.95 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3069, pruned_loss=0.0827, over 2471348.08 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06486, over 18645.89 utterances.], batch size: 35, lr: 8.99e-04
2022-08-21 08:57:55,775 INFO [train.py:927] (2/8) Epoch 3, batch 1650, giga_loss[loss=0.3615, simple_loss=0.3964, pruned_loss=0.1633, over 12365.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1117, over 260.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3152, pruned_loss=0.08756, over 2472217.99 frames. utt_duration=548.8 frames, utt_pad_proportion=0.07006, over 18067.21 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3303, pruned_loss=0.08736, over 1382906.34 frames. utt_duration=1336 frames, utt_pad_proportion=0.03822, over 4144.71 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3143, pruned_loss=0.08765, over 2471630.66 frames. utt_duration=512.7 frames, utt_pad_proportion=0.0717, over 19339.66 utterances.], batch size: 260, lr: 8.98e-04
2022-08-21 08:59:38,720 INFO [train.py:927] (2/8) Epoch 3, batch 1700, giga_loss[loss=0.322, simple_loss=0.376, pruned_loss=0.134, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06272, over 183.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3223, pruned_loss=0.09025, over 2472562.63 frames. utt_duration=544.9 frames, utt_pad_proportion=0.07239, over 18200.32 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3327, pruned_loss=0.08793, over 1410011.98 frames. utt_duration=1297 frames, utt_pad_proportion=0.04677, over 4354.07 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3201, pruned_loss=0.09005, over 2471960.24 frames. utt_duration=512.9 frames, utt_pad_proportion=0.0722, over 19336.30 utterances.], batch size: 183, lr: 8.98e-04
2022-08-21 09:01:18,032 INFO [train.py:927] (2/8) Epoch 3, batch 1750, giga_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06082, over 12241.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03623, over 28.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3262, pruned_loss=0.0919, over 2472860.16 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06889, over 17704.85 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3323, pruned_loss=0.08802, over 1446631.23 frames. utt_duration=1281 frames, utt_pad_proportion=0.05234, over 4523.67 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3245, pruned_loss=0.09184, over 2472409.77 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06795, over 18902.69 utterances.], batch size: 28, lr: 8.98e-04
2022-08-21 09:02:59,158 INFO [train.py:927] (2/8) Epoch 3, batch 1800, giga_loss[loss=0.2943, simple_loss=0.3583, pruned_loss=0.1152, over 12415.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.324, pruned_loss=0.08931, over 2472914.36 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06633, over 17452.59 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3311, pruned_loss=0.08759, over 1471613.10 frames. utt_duration=1286 frames, utt_pad_proportion=0.05131, over 4582.17 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3231, pruned_loss=0.08955, over 2472907.13 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06606, over 18637.73 utterances.], batch size: 183, lr: 8.97e-04
2022-08-21 09:04:41,919 INFO [train.py:927] (2/8) Epoch 3, batch 1850, giga_loss[loss=0.2805, simple_loss=0.3496, pruned_loss=0.1057, over 12345.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03094, over 58.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3255, pruned_loss=0.08987, over 2472955.39 frames. utt_duration=554.6 frames, utt_pad_proportion=0.0662, over 17884.73 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3312, pruned_loss=0.08783, over 1481590.57 frames. utt_duration=1286 frames, utt_pad_proportion=0.05064, over 4613.26 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3247, pruned_loss=0.08994, over 2472957.16 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06618, over 18899.66 utterances.], batch size: 58, lr: 8.97e-04
2022-08-21 09:06:25,889 INFO [train.py:927] (2/8) Epoch 3, batch 1900, giga_loss[loss=0.2539, simple_loss=0.3323, pruned_loss=0.08776, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03914, over 40.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3273, pruned_loss=0.09056, over 2472944.77 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06649, over 18046.20 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3304, pruned_loss=0.08726, over 1515384.52 frames. utt_duration=1295 frames, utt_pad_proportion=0.04848, over 4685.77 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3269, pruned_loss=0.09105, over 2473314.95 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06715, over 19233.98 utterances.], batch size: 40, lr: 8.96e-04
2022-08-21 09:08:09,075 INFO [train.py:927] (2/8) Epoch 3, batch 1950, giga_loss[loss=0.2277, simple_loss=0.309, pruned_loss=0.07318, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3287, pruned_loss=0.09182, over 2472927.06 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06742, over 17682.16 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3298, pruned_loss=0.08671, over 1548291.35 frames. utt_duration=1298 frames, utt_pad_proportion=0.0472, over 4777.80 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3286, pruned_loss=0.09265, over 2473318.14 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06845, over 18978.89 utterances.], batch size: 75, lr: 8.96e-04
2022-08-21 09:09:53,203 INFO [train.py:927] (2/8) Epoch 3, batch 2000, giga_loss[loss=0.2183, simple_loss=0.3081, pruned_loss=0.06421, over 12422.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03361, over 75.00 utterances.], tot_loss[loss=0.256, simple_loss=0.329, pruned_loss=0.09156, over 2473338.61 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06479, over 17590.68 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3297, pruned_loss=0.08653, over 1557575.11 frames. utt_duration=1300 frames, utt_pad_proportion=0.04666, over 4797.99 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3289, pruned_loss=0.09234, over 2473594.23 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06594, over 18706.08 utterances.], batch size: 75, lr: 8.96e-04
2022-08-21 09:11:32,688 INFO [train.py:927] (2/8) Epoch 3, batch 2050, libri_loss[loss=0.2303, simple_loss=0.3005, pruned_loss=0.08011, over 12456.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005345, over 32.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3306, pruned_loss=0.0913, over 2473125.88 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06306, over 16943.14 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3301, pruned_loss=0.08644, over 1584299.16 frames. utt_duration=1305 frames, utt_pad_proportion=0.04521, over 4862.30 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3304, pruned_loss=0.09212, over 2473687.39 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06464, over 18117.43 utterances.], batch size: 32, lr: 8.95e-04
2022-08-21 09:13:16,200 INFO [train.py:927] (2/8) Epoch 3, batch 2100, giga_loss[loss=0.2338, simple_loss=0.3097, pruned_loss=0.07899, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02734, over 54.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3301, pruned_loss=0.09075, over 2472503.51 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06156, over 16447.87 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3299, pruned_loss=0.0865, over 1606340.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.05194, over 5023.16 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.33, pruned_loss=0.09149, over 2472896.06 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06159, over 17519.26 utterances.], batch size: 54, lr: 8.95e-04
2022-08-21 09:14:57,951 INFO [train.py:927] (2/8) Epoch 3, batch 2150, giga_loss[loss=0.2841, simple_loss=0.3518, pruned_loss=0.1082, over 12362.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0284, over 91.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3282, pruned_loss=0.09015, over 2471694.00 frames. utt_duration=633.3 frames, utt_pad_proportion=0.05687, over 15649.01 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3293, pruned_loss=0.08627, over 1619304.87 frames. utt_duration=1284 frames, utt_pad_proportion=0.05109, over 5048.72 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3285, pruned_loss=0.0909, over 2471958.77 frames. utt_duration=596.7 frames, utt_pad_proportion=0.05742, over 16613.39 utterances.], batch size: 91, lr: 8.94e-04
2022-08-21 09:16:40,026 INFO [train.py:927] (2/8) Epoch 3, batch 2200, libri_loss[loss=0.2456, simple_loss=0.3288, pruned_loss=0.08117, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005835, over 33.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.329, pruned_loss=0.09071, over 2471236.63 frames. utt_duration=636.4 frames, utt_pad_proportion=0.05706, over 15568.79 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3289, pruned_loss=0.08583, over 1648299.06 frames. utt_duration=1292 frames, utt_pad_proportion=0.04927, over 5107.99 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3295, pruned_loss=0.09175, over 2471826.95 frames. utt_duration=596 frames, utt_pad_proportion=0.05805, over 16632.09 utterances.], batch size: 33, lr: 8.94e-04
2022-08-21 09:18:21,993 INFO [train.py:927] (2/8) Epoch 3, batch 2250, libri_loss[loss=0.261, simple_loss=0.3419, pruned_loss=0.09006, over 12375.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009871, over 38.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3279, pruned_loss=0.0896, over 2470921.08 frames. utt_duration=639.8 frames, utt_pad_proportion=0.06308, over 15483.86 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3291, pruned_loss=0.08596, over 1656565.30 frames. utt_duration=1291 frames, utt_pad_proportion=0.04877, over 5137.83 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3282, pruned_loss=0.09039, over 2471333.02 frames. utt_duration=604.7 frames, utt_pad_proportion=0.06376, over 16388.19 utterances.], batch size: 38, lr: 8.94e-04
2022-08-21 09:20:06,132 INFO [train.py:927] (2/8) Epoch 3, batch 2300, giga_loss[loss=0.2858, simple_loss=0.3539, pruned_loss=0.1089, over 12370.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3286, pruned_loss=0.09015, over 2470929.10 frames. utt_duration=621.1 frames, utt_pad_proportion=0.06556, over 15950.98 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3293, pruned_loss=0.08595, over 1668251.67 frames. utt_duration=1294 frames, utt_pad_proportion=0.04795, over 5163.65 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3286, pruned_loss=0.09082, over 2471665.00 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06627, over 16781.47 utterances.], batch size: 62, lr: 8.93e-04
2022-08-21 09:21:49,737 INFO [train.py:927] (2/8) Epoch 3, batch 2350, libri_loss[loss=0.2622, simple_loss=0.3388, pruned_loss=0.0928, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01395, over 40.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3255, pruned_loss=0.08797, over 2471158.93 frames. utt_duration=648.9 frames, utt_pad_proportion=0.06015, over 15268.31 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3291, pruned_loss=0.08577, over 1692111.86 frames. utt_duration=1294 frames, utt_pad_proportion=0.04662, over 5234.91 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3256, pruned_loss=0.0887, over 2471687.34 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06158, over 16148.86 utterances.], batch size: 40, lr: 8.93e-04
2022-08-21 09:23:32,172 INFO [train.py:927] (2/8) Epoch 3, batch 2400, giga_loss[loss=0.2271, simple_loss=0.302, pruned_loss=0.07611, over 12416.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02434, over 48.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3248, pruned_loss=0.08829, over 2471487.31 frames. utt_duration=633.6 frames, utt_pad_proportion=0.05751, over 15641.06 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.329, pruned_loss=0.08596, over 1711430.49 frames. utt_duration=1278 frames, utt_pad_proportion=0.05177, over 5361.11 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3249, pruned_loss=0.0888, over 2471884.43 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05738, over 16459.82 utterances.], batch size: 48, lr: 8.92e-04
2022-08-21 09:25:15,838 INFO [train.py:927] (2/8) Epoch 3, batch 2450, giga_loss[loss=0.2557, simple_loss=0.3222, pruned_loss=0.09457, over 12421.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0551, over 162.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.322, pruned_loss=0.08721, over 2470694.58 frames. utt_duration=632 frames, utt_pad_proportion=0.05769, over 15675.14 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3293, pruned_loss=0.08585, over 1726514.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05061, over 5397.63 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3218, pruned_loss=0.08773, over 2470989.93 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05796, over 16473.14 utterances.], batch size: 162, lr: 8.92e-04
2022-08-21 09:26:55,880 INFO [train.py:927] (2/8) Epoch 3, batch 2500, giga_loss[loss=0.2275, simple_loss=0.3021, pruned_loss=0.07645, over 12380.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3188, pruned_loss=0.08556, over 2471450.33 frames. utt_duration=654.4 frames, utt_pad_proportion=0.05311, over 15140.37 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.329, pruned_loss=0.08536, over 1755950.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04869, over 5447.04 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3186, pruned_loss=0.08631, over 2471552.68 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05424, over 16102.47 utterances.], batch size: 58, lr: 8.92e-04
2022-08-21 09:28:38,339 INFO [train.py:927] (2/8) Epoch 3, batch 2550, giga_loss[loss=0.2343, simple_loss=0.3176, pruned_loss=0.07547, over 12346.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02995, over 66.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3166, pruned_loss=0.08444, over 2472117.16 frames. utt_duration=648.6 frames, utt_pad_proportion=0.05091, over 15281.10 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3286, pruned_loss=0.08531, over 1770135.15 frames. utt_duration=1295 frames, utt_pad_proportion=0.04774, over 5475.77 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3165, pruned_loss=0.08507, over 2472239.44 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05223, over 16190.85 utterances.], batch size: 66, lr: 8.91e-04
2022-08-21 09:30:20,540 INFO [train.py:927] (2/8) Epoch 3, batch 2600, giga_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.07331, over 12322.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03459, over 85.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3176, pruned_loss=0.08457, over 2472907.59 frames. utt_duration=625.6 frames, utt_pad_proportion=0.0498, over 15848.70 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3279, pruned_loss=0.08501, over 1780714.01 frames. utt_duration=1299 frames, utt_pad_proportion=0.04707, over 5488.53 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3177, pruned_loss=0.08525, over 2472914.97 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05106, over 16685.34 utterances.], batch size: 85, lr: 8.91e-04
2022-08-21 09:32:01,797 INFO [train.py:927] (2/8) Epoch 3, batch 2650, giga_loss[loss=0.2104, simple_loss=0.2954, pruned_loss=0.06266, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02921, over 48.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3201, pruned_loss=0.08628, over 2473137.07 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06314, over 17951.21 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3278, pruned_loss=0.08556, over 1801069.75 frames. utt_duration=1307 frames, utt_pad_proportion=0.04565, over 5520.50 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3201, pruned_loss=0.08648, over 2473314.09 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06398, over 18918.06 utterances.], batch size: 48, lr: 8.90e-04
2022-08-21 09:33:42,516 INFO [train.py:927] (2/8) Epoch 3, batch 2700, libri_loss[loss=0.2483, simple_loss=0.316, pruned_loss=0.0903, over 12266.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01183, over 28.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3185, pruned_loss=0.08501, over 2472932.79 frames. utt_duration=568 frames, utt_pad_proportion=0.06136, over 17461.00 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3279, pruned_loss=0.0858, over 1817620.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.0463, over 5593.56 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3181, pruned_loss=0.085, over 2473168.40 frames. utt_duration=538 frames, utt_pad_proportion=0.06213, over 18440.94 utterances.], batch size: 28, lr: 8.90e-04
2022-08-21 09:35:23,373 INFO [train.py:927] (2/8) Epoch 3, batch 2750, giga_loss[loss=0.2345, simple_loss=0.3118, pruned_loss=0.07863, over 12393.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0642, over 183.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3195, pruned_loss=0.08562, over 2473514.42 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06123, over 18123.23 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3287, pruned_loss=0.08616, over 1827217.96 frames. utt_duration=1303 frames, utt_pad_proportion=0.04556, over 5616.54 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3186, pruned_loss=0.0854, over 2473841.83 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06207, over 19029.11 utterances.], batch size: 183, lr: 8.90e-04
2022-08-21 09:37:05,696 INFO [train.py:927] (2/8) Epoch 3, batch 2800, giga_loss[loss=0.2511, simple_loss=0.3304, pruned_loss=0.08584, over 12427.00 frames. utt_duration=475 frames, utt_pad_proportion=0.0385, over 105.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3223, pruned_loss=0.08674, over 2473824.21 frames. utt_duration=557 frames, utt_pad_proportion=0.06263, over 17812.37 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3307, pruned_loss=0.08683, over 1843016.00 frames. utt_duration=1288 frames, utt_pad_proportion=0.0495, over 5728.87 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3202, pruned_loss=0.08613, over 2474287.95 frames. utt_duration=530.4 frames, utt_pad_proportion=0.0624, over 18711.50 utterances.], batch size: 105, lr: 8.89e-04
2022-08-21 09:38:47,390 INFO [train.py:927] (2/8) Epoch 3, batch 2850, giga_loss[loss=0.2734, simple_loss=0.3393, pruned_loss=0.1037, over 12405.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03428, over 80.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3235, pruned_loss=0.08713, over 2474064.32 frames. utt_duration=549.6 frames, utt_pad_proportion=0.0627, over 18054.90 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3308, pruned_loss=0.08714, over 1855544.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.05416, over 5828.17 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3216, pruned_loss=0.08644, over 2474422.56 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06131, over 18887.79 utterances.], batch size: 80, lr: 8.89e-04
2022-08-21 09:40:28,365 INFO [train.py:927] (2/8) Epoch 3, batch 2900, giga_loss[loss=0.2463, simple_loss=0.3268, pruned_loss=0.08287, over 12310.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02919, over 74.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08674, over 2473118.31 frames. utt_duration=572 frames, utt_pad_proportion=0.06132, over 17340.00 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3304, pruned_loss=0.08734, over 1876640.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.0584, over 5929.30 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3215, pruned_loss=0.08607, over 2473580.59 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05921, over 18301.56 utterances.], batch size: 74, lr: 8.88e-04
2022-08-21 09:42:08,348 INFO [train.py:927] (2/8) Epoch 3, batch 2950, giga_loss[loss=0.2576, simple_loss=0.3322, pruned_loss=0.09144, over 12342.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03343, over 58.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3235, pruned_loss=0.08684, over 2472783.32 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05991, over 17113.34 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3314, pruned_loss=0.08763, over 1891628.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05699, over 5965.64 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3214, pruned_loss=0.08609, over 2472928.71 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05872, over 18103.19 utterances.], batch size: 58, lr: 8.88e-04
2022-08-21 09:43:49,104 INFO [train.py:927] (2/8) Epoch 3, batch 3000, giga_loss[loss=0.2219, simple_loss=0.2897, pruned_loss=0.077, over 12276.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02725, over 45.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08647, over 2472247.61 frames. utt_duration=572 frames, utt_pad_proportion=0.06127, over 17334.06 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3315, pruned_loss=0.08784, over 1899992.59 frames. utt_duration=1274 frames, utt_pad_proportion=0.0562, over 5971.13 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08569, over 2472624.95 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06051, over 18258.07 utterances.], batch size: 45, lr: 8.88e-04
2022-08-21 09:43:49,105 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 09:44:02,981 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.2162, simple_loss=0.3189, pruned_loss=0.05673, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 09:45:41,073 INFO [train.py:927] (2/8) Epoch 3, batch 3050, giga_loss[loss=0.2722, simple_loss=0.3457, pruned_loss=0.09939, over 12390.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03796, over 145.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3235, pruned_loss=0.08673, over 2472894.16 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06112, over 17634.36 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3326, pruned_loss=0.08855, over 1914171.72 frames. utt_duration=1258 frames, utt_pad_proportion=0.06009, over 6091.44 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3211, pruned_loss=0.08559, over 2473196.30 frames. utt_duration=536 frames, utt_pad_proportion=0.05928, over 18509.61 utterances.], batch size: 145, lr: 8.87e-04
2022-08-21 09:47:20,164 INFO [train.py:927] (2/8) Epoch 3, batch 3100, giga_loss[loss=0.2278, simple_loss=0.3055, pruned_loss=0.07505, over 12383.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.02999, over 51.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3228, pruned_loss=0.08615, over 2472878.31 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06181, over 17818.64 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3331, pruned_loss=0.08851, over 1922384.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.0593, over 6106.01 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3204, pruned_loss=0.08523, over 2473251.35 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06058, over 18651.13 utterances.], batch size: 51, lr: 8.87e-04
2022-08-21 09:49:00,601 INFO [train.py:927] (2/8) Epoch 3, batch 3150, giga_loss[loss=0.2243, simple_loss=0.301, pruned_loss=0.07383, over 12374.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02772, over 66.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.087, over 2473506.58 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05758, over 17352.78 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3331, pruned_loss=0.08887, over 1938262.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05895, over 6145.45 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3198, pruned_loss=0.08595, over 2474176.84 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05686, over 18290.52 utterances.], batch size: 66, lr: 8.86e-04
2022-08-21 09:50:39,846 INFO [train.py:927] (2/8) Epoch 3, batch 3200, giga_loss[loss=0.2924, simple_loss=0.3497, pruned_loss=0.1175, over 12425.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07146, over 212.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.32, pruned_loss=0.08659, over 2474061.38 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05804, over 17480.53 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3318, pruned_loss=0.0882, over 1959435.43 frames. utt_duration=1275 frames, utt_pad_proportion=0.05683, over 6155.54 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3187, pruned_loss=0.08614, over 2474519.93 frames. utt_duration=532.8 frames, utt_pad_proportion=0.05805, over 18631.51 utterances.], batch size: 212, lr: 8.86e-04
2022-08-21 09:52:27,468 INFO [train.py:927] (2/8) Epoch 3, batch 3250, giga_loss[loss=0.196, simple_loss=0.2738, pruned_loss=0.05906, over 12421.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.317, pruned_loss=0.08512, over 2474503.15 frames. utt_duration=559.2 frames, utt_pad_proportion=0.0576, over 17746.60 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.332, pruned_loss=0.08813, over 1969786.17 frames. utt_duration=1277 frames, utt_pad_proportion=0.05572, over 6177.23 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3156, pruned_loss=0.08478, over 2474754.18 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05794, over 18844.31 utterances.], batch size: 75, lr: 8.86e-04
2022-08-21 09:54:08,579 INFO [train.py:927] (2/8) Epoch 3, batch 3300, giga_loss[loss=0.221, simple_loss=0.2903, pruned_loss=0.07579, over 12346.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.0327, over 58.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3119, pruned_loss=0.08239, over 2474681.51 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05423, over 16977.07 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3321, pruned_loss=0.08811, over 1979613.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05563, over 6220.19 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3105, pruned_loss=0.08208, over 2475039.32 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05474, over 18000.66 utterances.], batch size: 58, lr: 8.85e-04
2022-08-21 09:55:49,784 INFO [train.py:927] (2/8) Epoch 3, batch 3350, giga_loss[loss=0.2428, simple_loss=0.3183, pruned_loss=0.08369, over 12370.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03896, over 113.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3148, pruned_loss=0.08428, over 2474759.80 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06023, over 17998.01 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3323, pruned_loss=0.08839, over 1986912.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.05481, over 6232.79 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3132, pruned_loss=0.08376, over 2475124.56 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06056, over 18945.95 utterances.], batch size: 113, lr: 8.85e-04
2022-08-21 09:57:30,324 INFO [train.py:927] (2/8) Epoch 3, batch 3400, libri_loss[loss=0.3435, simple_loss=0.4917, pruned_loss=0.09759, over 12276.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007832, over 37.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3192, pruned_loss=0.08633, over 2474810.02 frames. utt_duration=544.2 frames, utt_pad_proportion=0.0604, over 18240.89 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3336, pruned_loss=0.08867, over 1991551.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.05427, over 6241.45 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3168, pruned_loss=0.08569, over 2475316.09 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06084, over 19091.16 utterances.], batch size: 37, lr: 8.84e-04
2022-08-21 09:59:12,474 INFO [train.py:927] (2/8) Epoch 3, batch 3450, giga_loss[loss=0.25, simple_loss=0.3302, pruned_loss=0.08486, over 12289.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.0375, over 51.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3224, pruned_loss=0.08819, over 2474259.17 frames. utt_duration=533.6 frames, utt_pad_proportion=0.0629, over 18600.58 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3337, pruned_loss=0.08865, over 2003218.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.05324, over 6258.21 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3201, pruned_loss=0.08768, over 2474902.60 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06352, over 19537.24 utterances.], batch size: 51, lr: 8.84e-04
2022-08-21 10:00:58,607 INFO [train.py:927] (2/8) Epoch 3, batch 3500, giga_loss[loss=0.3081, simple_loss=0.3736, pruned_loss=0.1213, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02755, over 39.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3279, pruned_loss=0.09316, over 2473957.18 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06074, over 18183.93 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3329, pruned_loss=0.08845, over 2016766.32 frames. utt_duration=1288 frames, utt_pad_proportion=0.05181, over 6269.34 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3265, pruned_loss=0.09295, over 2474826.28 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06185, over 19249.15 utterances.], batch size: 39, lr: 8.84e-04
2022-08-21 10:02:40,305 INFO [train.py:927] (2/8) Epoch 3, batch 3550, giga_loss[loss=0.2929, simple_loss=0.3626, pruned_loss=0.1116, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03155, over 42.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09873, over 2473511.86 frames. utt_duration=539 frames, utt_pad_proportion=0.06161, over 18409.23 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3325, pruned_loss=0.08846, over 2032177.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.05536, over 6352.97 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3345, pruned_loss=0.09874, over 2474522.44 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06169, over 19565.22 utterances.], batch size: 42, lr: 8.83e-04
2022-08-21 10:04:25,196 INFO [train.py:927] (2/8) Epoch 3, batch 3600, giga_loss[loss=0.2943, simple_loss=0.3516, pruned_loss=0.1185, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02599, over 45.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3431, pruned_loss=0.1052, over 2473386.46 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05925, over 18632.27 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3329, pruned_loss=0.08885, over 2049149.28 frames. utt_duration=1285 frames, utt_pad_proportion=0.05368, over 6387.82 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3424, pruned_loss=0.1055, over 2474568.11 frames. utt_duration=496.3 frames, utt_pad_proportion=0.06004, over 20002.89 utterances.], batch size: 45, lr: 8.83e-04
2022-08-21 10:06:10,230 INFO [train.py:927] (2/8) Epoch 3, batch 3650, giga_loss[loss=0.2532, simple_loss=0.3273, pruned_loss=0.08955, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3499, pruned_loss=0.1107, over 2473910.75 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06007, over 19107.45 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3333, pruned_loss=0.0888, over 2057676.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.05271, over 6410.92 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3493, pruned_loss=0.1113, over 2474746.53 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06097, over 20402.98 utterances.], batch size: 75, lr: 8.83e-04
2022-08-21 10:07:55,215 INFO [train.py:927] (2/8) Epoch 3, batch 3700, giga_loss[loss=0.3355, simple_loss=0.3815, pruned_loss=0.1447, over 12412.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2923, simple_loss=0.3542, pruned_loss=0.1152, over 2473885.32 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06258, over 19705.21 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3333, pruned_loss=0.08894, over 2070073.20 frames. utt_duration=1290 frames, utt_pad_proportion=0.05128, over 6424.38 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3542, pruned_loss=0.1162, over 2474508.78 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06357, over 21064.06 utterances.], batch size: 133, lr: 8.82e-04
2022-08-21 10:09:43,203 INFO [train.py:927] (2/8) Epoch 3, batch 3750, giga_loss[loss=0.2929, simple_loss=0.3531, pruned_loss=0.1164, over 12225.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03593, over 28.00 utterances.], tot_loss[loss=0.3, simple_loss=0.3592, pruned_loss=0.1204, over 2474450.26 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06622, over 19807.65 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3329, pruned_loss=0.08906, over 2090091.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.04941, over 6470.05 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3605, pruned_loss=0.1224, over 2474717.77 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06752, over 21480.99 utterances.], batch size: 28, lr: 8.82e-04
2022-08-21 10:11:32,087 INFO [train.py:927] (2/8) Epoch 3, batch 3800, giga_loss[loss=0.2799, simple_loss=0.3364, pruned_loss=0.1117, over 12314.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03475, over 51.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.361, pruned_loss=0.1228, over 2474471.58 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06916, over 20276.00 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3331, pruned_loss=0.08903, over 2101092.84 frames. utt_duration=1297 frames, utt_pad_proportion=0.04829, over 6488.89 utterances.], giga_tot_loss[loss=0.3066, simple_loss=0.3626, pruned_loss=0.1253, over 2475021.38 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07048, over 21963.50 utterances.], batch size: 51, lr: 8.81e-04
2022-08-21 10:13:16,265 INFO [train.py:927] (2/8) Epoch 3, batch 3850, giga_loss[loss=0.2817, simple_loss=0.3563, pruned_loss=0.1036, over 12402.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.0257, over 66.00 utterances.], tot_loss[loss=0.3021, simple_loss=0.3608, pruned_loss=0.1217, over 2475134.90 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06465, over 20197.82 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3333, pruned_loss=0.08935, over 2108698.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.04764, over 6522.90 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3624, pruned_loss=0.124, over 2475409.31 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06631, over 21751.90 utterances.], batch size: 66, lr: 8.81e-04
2022-08-21 10:15:01,198 INFO [train.py:927] (2/8) Epoch 3, batch 3900, giga_loss[loss=0.3928, simple_loss=0.4227, pruned_loss=0.1814, over 12364.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07542, over 212.00 utterances.], tot_loss[loss=0.305, simple_loss=0.3629, pruned_loss=0.1235, over 2474805.76 frames. utt_duration=452 frames, utt_pad_proportion=0.07258, over 21972.05 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3328, pruned_loss=0.08899, over 2118948.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04638, over 6535.92 utterances.], giga_tot_loss[loss=0.3093, simple_loss=0.3654, pruned_loss=0.1266, over 2475560.59 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07384, over 23598.58 utterances.], batch size: 212, lr: 8.81e-04
2022-08-21 10:16:50,303 INFO [train.py:927] (2/8) Epoch 3, batch 3950, giga_loss[loss=0.257, simple_loss=0.3398, pruned_loss=0.08707, over 12346.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3624, pruned_loss=0.1223, over 2474338.54 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07648, over 22595.64 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3328, pruned_loss=0.08899, over 2118948.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04638, over 6535.92 utterances.], giga_tot_loss[loss=0.3068, simple_loss=0.3643, pruned_loss=0.1246, over 2474926.04 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07724, over 23861.59 utterances.], batch size: 66, lr: 8.80e-04
2022-08-21 10:18:34,924 INFO [train.py:927] (2/8) Epoch 3, batch 4000, libri_loss[loss=0.4293, simple_loss=0.5867, pruned_loss=0.1359, over 12148.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005968, over 35.00 utterances.], tot_loss[loss=0.2982, simple_loss=0.3595, pruned_loss=0.1185, over 2472770.33 frames. utt_duration=452.4 frames, utt_pad_proportion=0.0773, over 21937.08 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3337, pruned_loss=0.0889, over 2127132.83 frames. utt_duration=1304 frames, utt_pad_proportion=0.04557, over 6531.65 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3608, pruned_loss=0.1211, over 2473799.71 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07829, over 23320.65 utterances.], batch size: 35, lr: 8.80e-04
2022-08-21 10:20:20,131 INFO [train.py:927] (2/8) Epoch 3, batch 4050, giga_loss[loss=0.2933, simple_loss=0.348, pruned_loss=0.1193, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04108, over 146.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3564, pruned_loss=0.116, over 2473184.49 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07722, over 21983.38 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3339, pruned_loss=0.08912, over 2135458.75 frames. utt_duration=1308 frames, utt_pad_proportion=0.04458, over 6539.29 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3579, pruned_loss=0.1186, over 2474211.48 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07845, over 23415.95 utterances.], batch size: 146, lr: 8.79e-04
2022-08-21 10:22:13,315 INFO [train.py:927] (2/8) Epoch 3, batch 4100, giga_loss[loss=0.2729, simple_loss=0.3385, pruned_loss=0.1036, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3542, pruned_loss=0.1145, over 2474355.60 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07313, over 21374.73 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3335, pruned_loss=0.08918, over 2143859.29 frames. utt_duration=1309 frames, utt_pad_proportion=0.04375, over 6557.51 utterances.], giga_tot_loss[loss=0.2952, simple_loss=0.3562, pruned_loss=0.1171, over 2475171.88 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07481, over 22848.81 utterances.], batch size: 97, lr: 8.79e-04
2022-08-21 10:24:03,516 INFO [train.py:927] (2/8) Epoch 3, batch 4150, giga_loss[loss=0.29, simple_loss=0.3645, pruned_loss=0.1078, over 12340.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03448, over 62.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3534, pruned_loss=0.1121, over 2474476.33 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07287, over 21148.20 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3333, pruned_loss=0.08922, over 2153462.49 frames. utt_duration=1309 frames, utt_pad_proportion=0.04312, over 6588.69 utterances.], giga_tot_loss[loss=0.2927, simple_loss=0.3557, pruned_loss=0.1148, over 2475299.77 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07463, over 22683.95 utterances.], batch size: 62, lr: 8.79e-04
2022-08-21 10:25:49,393 INFO [train.py:927] (2/8) Epoch 3, batch 4200, giga_loss[loss=0.3002, simple_loss=0.3686, pruned_loss=0.1159, over 12451.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03536, over 123.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3541, pruned_loss=0.1114, over 2474224.08 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07167, over 20282.58 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3341, pruned_loss=0.08943, over 2165754.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.04766, over 6682.89 utterances.], giga_tot_loss[loss=0.2923, simple_loss=0.356, pruned_loss=0.1142, over 2475199.19 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07225, over 21958.76 utterances.], batch size: 123, lr: 8.78e-04
2022-08-21 10:27:37,121 INFO [train.py:927] (2/8) Epoch 3, batch 4250, giga_loss[loss=0.3324, simple_loss=0.3879, pruned_loss=0.1384, over 12384.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3523, pruned_loss=0.1106, over 2474178.39 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07889, over 20751.66 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3345, pruned_loss=0.08959, over 2171774.85 frames. utt_duration=1299 frames, utt_pad_proportion=0.04699, over 6693.06 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3539, pruned_loss=0.1131, over 2475062.11 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07919, over 22310.82 utterances.], batch size: 161, lr: 8.78e-04
2022-08-21 10:29:21,997 INFO [train.py:927] (2/8) Epoch 3, batch 4300, giga_loss[loss=0.2936, simple_loss=0.3627, pruned_loss=0.1123, over 12262.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02987, over 45.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3502, pruned_loss=0.1101, over 2474450.05 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07743, over 20787.84 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3345, pruned_loss=0.08962, over 2177786.10 frames. utt_duration=1299 frames, utt_pad_proportion=0.04657, over 6715.91 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3518, pruned_loss=0.1124, over 2475137.54 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07807, over 22259.76 utterances.], batch size: 45, lr: 8.78e-04
2022-08-21 10:31:10,713 INFO [train.py:927] (2/8) Epoch 3, batch 4350, giga_loss[loss=0.2641, simple_loss=0.3422, pruned_loss=0.09297, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03028, over 75.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3487, pruned_loss=0.108, over 2474991.64 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07457, over 20356.62 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3347, pruned_loss=0.08978, over 2186532.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04552, over 6743.04 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3503, pruned_loss=0.1102, over 2475603.40 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07582, over 21876.29 utterances.], batch size: 75, lr: 8.77e-04
2022-08-21 10:32:57,251 INFO [train.py:927] (2/8) Epoch 3, batch 4400, giga_loss[loss=0.2715, simple_loss=0.3316, pruned_loss=0.1057, over 12257.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03646, over 28.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3473, pruned_loss=0.1075, over 2473568.67 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07811, over 20565.50 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3341, pruned_loss=0.08959, over 2195954.22 frames. utt_duration=1306 frames, utt_pad_proportion=0.04428, over 6733.18 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3495, pruned_loss=0.1101, over 2474524.09 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07956, over 22249.71 utterances.], batch size: 28, lr: 8.77e-04
2022-08-21 10:34:42,440 INFO [train.py:927] (2/8) Epoch 3, batch 4450, giga_loss[loss=0.2584, simple_loss=0.3364, pruned_loss=0.09025, over 12327.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.03056, over 66.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3459, pruned_loss=0.1074, over 2473772.32 frames. utt_duration=476.4 frames, utt_pad_proportion=0.08323, over 20832.13 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3345, pruned_loss=0.0899, over 2202649.64 frames. utt_duration=1290 frames, utt_pad_proportion=0.04839, over 6840.45 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3475, pruned_loss=0.1096, over 2474684.85 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0833, over 22386.24 utterances.], batch size: 66, lr: 8.76e-04
2022-08-21 10:36:28,730 INFO [train.py:927] (2/8) Epoch 3, batch 4500, giga_loss[loss=0.2778, simple_loss=0.3362, pruned_loss=0.1097, over 12356.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02923, over 91.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3443, pruned_loss=0.1069, over 2474029.06 frames. utt_duration=474.2 frames, utt_pad_proportion=0.0801, over 20932.02 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3345, pruned_loss=0.08996, over 2209868.52 frames. utt_duration=1295 frames, utt_pad_proportion=0.04736, over 6834.43 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3459, pruned_loss=0.109, over 2475483.21 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08091, over 22550.22 utterances.], batch size: 91, lr: 8.76e-04
2022-08-21 10:38:14,052 INFO [train.py:927] (2/8) Epoch 3, batch 4550, giga_loss[loss=0.2528, simple_loss=0.3227, pruned_loss=0.09141, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03113, over 80.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3447, pruned_loss=0.1074, over 2473890.89 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0784, over 20680.83 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3354, pruned_loss=0.08985, over 2215772.03 frames. utt_duration=1284 frames, utt_pad_proportion=0.05106, over 6908.61 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3454, pruned_loss=0.1095, over 2475607.73 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07836, over 22208.66 utterances.], batch size: 80, lr: 8.76e-04
2022-08-21 10:39:59,000 INFO [train.py:927] (2/8) Epoch 3, batch 4600, libri_loss[loss=0.2653, simple_loss=0.3407, pruned_loss=0.09497, over 12475.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007746, over 39.00 utterances.], tot_loss[loss=0.28, simple_loss=0.345, pruned_loss=0.1075, over 2473197.76 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07692, over 20761.85 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3347, pruned_loss=0.0895, over 2222166.70 frames. utt_duration=1275 frames, utt_pad_proportion=0.05501, over 6981.70 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3463, pruned_loss=0.1099, over 2474537.16 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07596, over 22223.67 utterances.], batch size: 39, lr: 8.75e-04
2022-08-21 10:41:42,744 INFO [train.py:927] (2/8) Epoch 3, batch 4650, giga_loss[loss=0.234, simple_loss=0.3171, pruned_loss=0.07541, over 12396.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02628, over 70.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3446, pruned_loss=0.1064, over 2472572.00 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07172, over 20021.37 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3335, pruned_loss=0.08887, over 2228841.24 frames. utt_duration=1283 frames, utt_pad_proportion=0.05394, over 6955.67 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3469, pruned_loss=0.1092, over 2474319.84 frames. utt_duration=460.2 frames, utt_pad_proportion=0.0717, over 21575.45 utterances.], batch size: 70, lr: 8.75e-04
2022-08-21 10:43:29,391 INFO [train.py:927] (2/8) Epoch 3, batch 4700, giga_loss[loss=0.2783, simple_loss=0.3424, pruned_loss=0.1071, over 12421.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03028, over 80.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.346, pruned_loss=0.1077, over 2473828.82 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06951, over 20209.40 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3336, pruned_loss=0.08903, over 2232564.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.0533, over 6947.36 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3479, pruned_loss=0.1101, over 2475152.26 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06988, over 21620.19 utterances.], batch size: 80, lr: 8.74e-04
2022-08-21 10:45:15,479 INFO [train.py:927] (2/8) Epoch 3, batch 4750, giga_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08171, over 12395.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02638, over 66.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3456, pruned_loss=0.1082, over 2474067.97 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06538, over 19527.49 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.333, pruned_loss=0.08887, over 2239505.79 frames. utt_duration=1293 frames, utt_pad_proportion=0.05208, over 6938.14 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3479, pruned_loss=0.1107, over 2475307.89 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06647, over 21009.63 utterances.], batch size: 66, lr: 8.74e-04
2022-08-21 10:46:59,266 INFO [train.py:927] (2/8) Epoch 3, batch 4800, giga_loss[loss=0.3158, simple_loss=0.3769, pruned_loss=0.1273, over 12416.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3475, pruned_loss=0.1103, over 2473948.61 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06676, over 20152.81 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3326, pruned_loss=0.08874, over 2243725.64 frames. utt_duration=1296 frames, utt_pad_proportion=0.0514, over 6935.38 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.35, pruned_loss=0.1128, over 2475342.72 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06783, over 21572.01 utterances.], batch size: 123, lr: 8.74e-04
2022-08-21 10:48:41,475 INFO [train.py:927] (2/8) Epoch 3, batch 4850, giga_loss[loss=0.2533, simple_loss=0.341, pruned_loss=0.08279, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03008, over 70.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3459, pruned_loss=0.1082, over 2473986.26 frames. utt_duration=509 frames, utt_pad_proportion=0.06267, over 19500.16 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3326, pruned_loss=0.08887, over 2249210.29 frames. utt_duration=1293 frames, utt_pad_proportion=0.05118, over 6964.65 utterances.], giga_tot_loss[loss=0.2846, simple_loss=0.3482, pruned_loss=0.1105, over 2475304.47 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06397, over 20897.22 utterances.], batch size: 70, lr: 8.73e-04
2022-08-21 10:50:24,485 INFO [train.py:927] (2/8) Epoch 3, batch 4900, giga_loss[loss=0.2571, simple_loss=0.3232, pruned_loss=0.09551, over 12432.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04158, over 146.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3423, pruned_loss=0.106, over 2472765.29 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07001, over 20350.43 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3319, pruned_loss=0.08863, over 2255085.26 frames. utt_duration=1298 frames, utt_pad_proportion=0.05048, over 6959.91 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.345, pruned_loss=0.1086, over 2474501.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07091, over 21817.86 utterances.], batch size: 146, lr: 8.73e-04
2022-08-21 10:52:11,459 INFO [train.py:927] (2/8) Epoch 3, batch 4950, giga_loss[loss=0.2714, simple_loss=0.3365, pruned_loss=0.1032, over 12464.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02993, over 80.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3403, pruned_loss=0.1051, over 2473070.47 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07157, over 20220.68 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3313, pruned_loss=0.08831, over 2263229.89 frames. utt_duration=1304 frames, utt_pad_proportion=0.04897, over 6948.55 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3433, pruned_loss=0.1081, over 2474856.17 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07288, over 21897.53 utterances.], batch size: 80, lr: 8.73e-04
2022-08-21 10:53:56,150 INFO [train.py:927] (2/8) Epoch 3, batch 5000, giga_loss[loss=0.28, simple_loss=0.3729, pruned_loss=0.09354, over 12344.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03213, over 58.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3436, pruned_loss=0.107, over 2473033.13 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07361, over 20397.41 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3315, pruned_loss=0.08837, over 2268373.89 frames. utt_duration=1305 frames, utt_pad_proportion=0.04821, over 6961.63 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3461, pruned_loss=0.1097, over 2474484.26 frames. utt_duration=451 frames, utt_pad_proportion=0.0749, over 22019.99 utterances.], batch size: 58, lr: 8.72e-04
2022-08-21 10:55:44,643 INFO [train.py:927] (2/8) Epoch 3, batch 5050, giga_loss[loss=0.2888, simple_loss=0.3586, pruned_loss=0.1095, over 12450.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03248, over 86.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3478, pruned_loss=0.106, over 2473195.58 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07111, over 20096.88 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3334, pruned_loss=0.08853, over 2277133.95 frames. utt_duration=1305 frames, utt_pad_proportion=0.0475, over 6986.04 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3489, pruned_loss=0.1089, over 2474620.19 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07291, over 21928.98 utterances.], batch size: 86, lr: 8.72e-04
2022-08-21 10:57:27,757 INFO [train.py:927] (2/8) Epoch 3, batch 5100, giga_loss[loss=0.2883, simple_loss=0.3543, pruned_loss=0.1111, over 12373.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3489, pruned_loss=0.107, over 2473172.17 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06913, over 19383.47 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3327, pruned_loss=0.08827, over 2284388.54 frames. utt_duration=1305 frames, utt_pad_proportion=0.04754, over 7011.59 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3509, pruned_loss=0.1101, over 2474734.55 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07104, over 21305.28 utterances.], batch size: 91, lr: 8.71e-04
2022-08-21 10:59:12,714 INFO [train.py:927] (2/8) Epoch 3, batch 5150, giga_loss[loss=0.3509, simple_loss=0.4009, pruned_loss=0.1504, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3512, pruned_loss=0.1107, over 2473810.91 frames. utt_duration=467 frames, utt_pad_proportion=0.07886, over 21254.66 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3327, pruned_loss=0.08858, over 2287207.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.048, over 7041.14 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.353, pruned_loss=0.1132, over 2475044.11 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07958, over 22914.02 utterances.], batch size: 182, lr: 8.71e-04
2022-08-21 11:00:59,005 INFO [train.py:927] (2/8) Epoch 3, batch 5200, giga_loss[loss=0.2732, simple_loss=0.3359, pruned_loss=0.1052, over 12245.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02926, over 54.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3489, pruned_loss=0.1097, over 2473494.45 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07498, over 20992.85 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3318, pruned_loss=0.0882, over 2292517.90 frames. utt_duration=1309 frames, utt_pad_proportion=0.04703, over 7015.26 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3515, pruned_loss=0.1127, over 2474687.46 frames. utt_duration=436.8 frames, utt_pad_proportion=0.0763, over 22739.98 utterances.], batch size: 54, lr: 8.71e-04
2022-08-21 11:02:53,695 INFO [train.py:927] (2/8) Epoch 3, batch 5250, giga_loss[loss=0.2595, simple_loss=0.3195, pruned_loss=0.09979, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03786, over 37.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3486, pruned_loss=0.1106, over 2473692.68 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07941, over 21126.22 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3324, pruned_loss=0.08854, over 2298164.61 frames. utt_duration=1281 frames, utt_pad_proportion=0.0556, over 7183.89 utterances.], giga_tot_loss[loss=0.2887, simple_loss=0.3508, pruned_loss=0.1133, over 2474391.69 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07833, over 22761.72 utterances.], batch size: 37, lr: 8.70e-04
2022-08-21 11:04:37,894 INFO [train.py:927] (2/8) Epoch 3, batch 5300, giga_loss[loss=0.3716, simple_loss=0.4033, pruned_loss=0.1699, over 12393.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3461, pruned_loss=0.1095, over 2473229.45 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07866, over 20266.52 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3307, pruned_loss=0.08761, over 2304489.85 frames. utt_duration=1290 frames, utt_pad_proportion=0.05394, over 7151.27 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3497, pruned_loss=0.1132, over 2474299.02 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07853, over 22091.33 utterances.], batch size: 258, lr: 8.70e-04
2022-08-21 11:06:22,120 INFO [train.py:927] (2/8) Epoch 3, batch 5350, giga_loss[loss=0.3025, simple_loss=0.3632, pruned_loss=0.1209, over 12421.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06212, over 183.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3451, pruned_loss=0.1091, over 2473990.49 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07943, over 20248.59 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3305, pruned_loss=0.08753, over 2308017.63 frames. utt_duration=1293 frames, utt_pad_proportion=0.05307, over 7147.19 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3484, pruned_loss=0.1125, over 2474686.28 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07966, over 21927.66 utterances.], batch size: 183, lr: 8.70e-04
2022-08-21 11:08:05,968 INFO [train.py:927] (2/8) Epoch 3, batch 5400, giga_loss[loss=0.2911, simple_loss=0.3542, pruned_loss=0.114, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04573, over 34.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3461, pruned_loss=0.1088, over 2473658.49 frames. utt_duration=511.7 frames, utt_pad_proportion=0.07448, over 19391.79 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3306, pruned_loss=0.08717, over 2313583.46 frames. utt_duration=1297 frames, utt_pad_proportion=0.052, over 7142.00 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3492, pruned_loss=0.1124, over 2474355.13 frames. utt_duration=469.5 frames, utt_pad_proportion=0.0756, over 21148.86 utterances.], batch size: 34, lr: 8.69e-04
2022-08-21 11:09:52,431 INFO [train.py:927] (2/8) Epoch 3, batch 5450, giga_loss[loss=0.2829, simple_loss=0.3587, pruned_loss=0.1036, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03674, over 31.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3481, pruned_loss=0.1104, over 2473650.97 frames. utt_duration=482.9 frames, utt_pad_proportion=0.08258, over 20553.19 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3305, pruned_loss=0.08736, over 2317235.36 frames. utt_duration=1302 frames, utt_pad_proportion=0.05097, over 7127.62 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.351, pruned_loss=0.1137, over 2474478.61 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08342, over 22259.41 utterances.], batch size: 31, lr: 8.69e-04
2022-08-21 11:11:38,916 INFO [train.py:927] (2/8) Epoch 3, batch 5500, giga_loss[loss=0.2256, simple_loss=0.3209, pruned_loss=0.06517, over 12347.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02763, over 70.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3501, pruned_loss=0.1095, over 2474134.27 frames. utt_duration=478.9 frames, utt_pad_proportion=0.0796, over 20727.59 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.331, pruned_loss=0.0876, over 2318661.26 frames. utt_duration=1299 frames, utt_pad_proportion=0.05077, over 7147.29 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3521, pruned_loss=0.1121, over 2474921.30 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08063, over 22180.77 utterances.], batch size: 70, lr: 8.68e-04
2022-08-21 11:13:22,227 INFO [train.py:927] (2/8) Epoch 3, batch 5550, libri_loss[loss=0.2974, simple_loss=0.3542, pruned_loss=0.1204, over 12449.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006716, over 32.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3531, pruned_loss=0.1123, over 2473821.31 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07876, over 20735.69 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3311, pruned_loss=0.0877, over 2320811.29 frames. utt_duration=1301 frames, utt_pad_proportion=0.05015, over 7141.09 utterances.], giga_tot_loss[loss=0.2919, simple_loss=0.3549, pruned_loss=0.1145, over 2474564.55 frames. utt_duration=450 frames, utt_pad_proportion=0.0799, over 22065.96 utterances.], batch size: 32, lr: 8.68e-04
2022-08-21 11:15:08,065 INFO [train.py:927] (2/8) Epoch 3, batch 5600, giga_loss[loss=0.343, simple_loss=0.3648, pruned_loss=0.1606, over 12367.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.2958, simple_loss=0.357, pruned_loss=0.1173, over 2473798.15 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08776, over 23133.87 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3309, pruned_loss=0.08766, over 2321419.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.04998, over 7134.38 utterances.], giga_tot_loss[loss=0.2985, simple_loss=0.3586, pruned_loss=0.1192, over 2474506.11 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08823, over 24234.98 utterances.], batch size: 372, lr: 8.68e-04
2022-08-21 11:16:52,261 INFO [train.py:927] (2/8) Epoch 3, batch 5650, giga_loss[loss=0.2545, simple_loss=0.3445, pruned_loss=0.08227, over 12471.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02968, over 55.00 utterances.], tot_loss[loss=0.2903, simple_loss=0.3542, pruned_loss=0.1132, over 2473831.31 frames. utt_duration=447.3 frames, utt_pad_proportion=0.0829, over 22194.53 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3303, pruned_loss=0.08737, over 2323343.13 frames. utt_duration=1307 frames, utt_pad_proportion=0.04955, over 7118.43 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3562, pruned_loss=0.1153, over 2474697.34 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08372, over 23280.22 utterances.], batch size: 55, lr: 8.67e-04
2022-08-21 11:18:35,046 INFO [train.py:927] (2/8) Epoch 3, batch 5700, giga_loss[loss=0.2969, simple_loss=0.3718, pruned_loss=0.111, over 12376.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.02775, over 51.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.354, pruned_loss=0.1113, over 2474521.93 frames. utt_duration=471.7 frames, utt_pad_proportion=0.08117, over 21050.83 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3304, pruned_loss=0.08733, over 2329258.94 frames. utt_duration=1286 frames, utt_pad_proportion=0.05744, over 7252.43 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3565, pruned_loss=0.114, over 2475251.72 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08005, over 22336.31 utterances.], batch size: 51, lr: 8.67e-04
2022-08-21 11:20:21,391 INFO [train.py:927] (2/8) Epoch 3, batch 5750, libri_loss[loss=0.2731, simple_loss=0.345, pruned_loss=0.1006, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006397, over 32.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3545, pruned_loss=0.1114, over 2474578.88 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07742, over 20920.55 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3315, pruned_loss=0.0875, over 2332107.98 frames. utt_duration=1290 frames, utt_pad_proportion=0.05651, over 7241.47 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.356, pruned_loss=0.1138, over 2475197.41 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07712, over 22199.60 utterances.], batch size: 32, lr: 8.67e-04
2022-08-21 11:22:04,327 INFO [train.py:927] (2/8) Epoch 3, batch 5800, giga_loss[loss=0.2957, simple_loss=0.3544, pruned_loss=0.1185, over 12435.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03757, over 133.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3524, pruned_loss=0.1112, over 2474454.01 frames. utt_duration=461 frames, utt_pad_proportion=0.08205, over 21539.73 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3309, pruned_loss=0.08707, over 2338719.26 frames. utt_duration=1292 frames, utt_pad_proportion=0.05533, over 7247.16 utterances.], giga_tot_loss[loss=0.2921, simple_loss=0.3551, pruned_loss=0.1146, over 2475263.98 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08212, over 23193.67 utterances.], batch size: 133, lr: 8.66e-04
2022-08-21 11:23:52,479 INFO [train.py:927] (2/8) Epoch 3, batch 5850, giga_loss[loss=0.2684, simple_loss=0.3367, pruned_loss=0.1, over 12364.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02705, over 66.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3493, pruned_loss=0.11, over 2474184.90 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07776, over 20705.78 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3312, pruned_loss=0.08725, over 2339969.32 frames. utt_duration=1294 frames, utt_pad_proportion=0.05489, over 7239.70 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3514, pruned_loss=0.1127, over 2474901.40 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07826, over 22129.20 utterances.], batch size: 66, lr: 8.66e-04
2022-08-21 11:25:32,537 INFO [train.py:927] (2/8) Epoch 3, batch 5900, giga_loss[loss=0.2484, simple_loss=0.3309, pruned_loss=0.08301, over 12420.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03869, over 133.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3476, pruned_loss=0.1084, over 2474491.87 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07503, over 20509.81 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3313, pruned_loss=0.08715, over 2345141.09 frames. utt_duration=1298 frames, utt_pad_proportion=0.05319, over 7235.06 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3498, pruned_loss=0.1115, over 2475176.22 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07638, over 22141.38 utterances.], batch size: 133, lr: 8.66e-04
2022-08-21 11:27:13,397 INFO [train.py:927] (2/8) Epoch 3, batch 5950, giga_loss[loss=0.2435, simple_loss=0.3185, pruned_loss=0.08423, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02758, over 48.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3442, pruned_loss=0.1045, over 2474541.42 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07597, over 20419.96 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3317, pruned_loss=0.08704, over 2350492.12 frames. utt_duration=1284 frames, utt_pad_proportion=0.05678, over 7331.31 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3463, pruned_loss=0.1079, over 2475409.49 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0761, over 22178.16 utterances.], batch size: 48, lr: 8.65e-04
2022-08-21 11:29:02,654 INFO [train.py:927] (2/8) Epoch 3, batch 6000, giga_loss[loss=0.2517, simple_loss=0.3201, pruned_loss=0.09166, over 12461.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03072, over 75.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3441, pruned_loss=0.105, over 2475347.97 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07324, over 21016.27 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.332, pruned_loss=0.08706, over 2353191.15 frames. utt_duration=1287 frames, utt_pad_proportion=0.05594, over 7324.63 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3457, pruned_loss=0.108, over 2475833.42 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07387, over 22660.77 utterances.], batch size: 75, lr: 8.65e-04
2022-08-21 11:29:02,655 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 11:29:18,200 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.2089, simple_loss=0.3146, pruned_loss=0.05167, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 11:31:02,418 INFO [train.py:927] (2/8) Epoch 3, batch 6050, giga_loss[loss=0.2671, simple_loss=0.3478, pruned_loss=0.09317, over 12336.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03489, over 62.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3425, pruned_loss=0.1047, over 2475390.49 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07733, over 21567.11 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3318, pruned_loss=0.08686, over 2355449.53 frames. utt_duration=1289 frames, utt_pad_proportion=0.05498, over 7320.16 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3441, pruned_loss=0.1076, over 2475941.10 frames. utt_duration=429.4 frames, utt_pad_proportion=0.078, over 23141.04 utterances.], batch size: 62, lr: 8.64e-04
2022-08-21 11:32:45,412 INFO [train.py:927] (2/8) Epoch 3, batch 6100, giga_loss[loss=0.3667, simple_loss=0.3949, pruned_loss=0.1693, over 12382.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1075, over 259.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3439, pruned_loss=0.1056, over 2475649.29 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07667, over 21494.64 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.332, pruned_loss=0.08704, over 2356760.81 frames. utt_duration=1270 frames, utt_pad_proportion=0.06042, over 7432.54 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3452, pruned_loss=0.1078, over 2475985.37 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07594, over 22756.34 utterances.], batch size: 259, lr: 8.64e-04
2022-08-21 11:34:30,059 INFO [train.py:927] (2/8) Epoch 3, batch 6150, giga_loss[loss=0.2885, simple_loss=0.3531, pruned_loss=0.112, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03464, over 123.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3432, pruned_loss=0.1056, over 2475769.32 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07633, over 21535.08 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3319, pruned_loss=0.08707, over 2360401.49 frames. utt_duration=1267 frames, utt_pad_proportion=0.0603, over 7462.27 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3446, pruned_loss=0.1079, over 2475932.39 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07596, over 22889.37 utterances.], batch size: 123, lr: 8.64e-04
2022-08-21 11:36:16,421 INFO [train.py:927] (2/8) Epoch 3, batch 6200, giga_loss[loss=0.2485, simple_loss=0.3317, pruned_loss=0.0826, over 12261.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02829, over 54.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3425, pruned_loss=0.1046, over 2473959.76 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07655, over 20470.00 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3314, pruned_loss=0.08698, over 2365609.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05811, over 7442.42 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3446, pruned_loss=0.1073, over 2474459.75 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07704, over 22184.68 utterances.], batch size: 54, lr: 8.63e-04
2022-08-21 11:38:00,876 INFO [train.py:927] (2/8) Epoch 3, batch 6250, giga_loss[loss=0.269, simple_loss=0.3327, pruned_loss=0.1027, over 12310.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3431, pruned_loss=0.1052, over 2473382.30 frames. utt_duration=489 frames, utt_pad_proportion=0.07771, over 20293.02 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.331, pruned_loss=0.08669, over 2368982.90 frames. utt_duration=1281 frames, utt_pad_proportion=0.05636, over 7403.29 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3456, pruned_loss=0.1083, over 2474621.22 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07881, over 22207.29 utterances.], batch size: 51, lr: 8.63e-04
2022-08-21 11:39:47,280 INFO [train.py:927] (2/8) Epoch 3, batch 6300, giga_loss[loss=0.2569, simple_loss=0.3337, pruned_loss=0.09007, over 12455.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03438, over 98.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3449, pruned_loss=0.1068, over 2473852.54 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07616, over 20583.81 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3307, pruned_loss=0.0866, over 2372217.27 frames. utt_duration=1287 frames, utt_pad_proportion=0.05485, over 7380.66 utterances.], giga_tot_loss[loss=0.2838, simple_loss=0.3476, pruned_loss=0.11, over 2475155.90 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07778, over 22535.86 utterances.], batch size: 98, lr: 8.63e-04
2022-08-21 11:41:32,246 INFO [train.py:927] (2/8) Epoch 3, batch 6350, giga_loss[loss=0.3117, simple_loss=0.3668, pruned_loss=0.1283, over 12362.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.3464, pruned_loss=0.107, over 2474675.49 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07544, over 20915.08 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3321, pruned_loss=0.0869, over 2374102.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.05406, over 7389.92 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3476, pruned_loss=0.1096, over 2475853.30 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0771, over 22692.53 utterances.], batch size: 70, lr: 8.62e-04
2022-08-21 11:43:15,248 INFO [train.py:927] (2/8) Epoch 3, batch 6400, giga_loss[loss=0.2774, simple_loss=0.332, pruned_loss=0.1114, over 12350.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.0458, over 37.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3467, pruned_loss=0.1077, over 2474884.50 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07443, over 20632.00 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3329, pruned_loss=0.08732, over 2376815.77 frames. utt_duration=1287 frames, utt_pad_proportion=0.05312, over 7398.31 utterances.], giga_tot_loss[loss=0.2836, simple_loss=0.3473, pruned_loss=0.11, over 2476069.47 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07631, over 22400.83 utterances.], batch size: 37, lr: 8.62e-04
2022-08-21 11:45:04,446 INFO [train.py:927] (2/8) Epoch 3, batch 6450, giga_loss[loss=0.2623, simple_loss=0.3264, pruned_loss=0.09915, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03111, over 42.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3464, pruned_loss=0.1076, over 2474194.99 frames. utt_duration=484 frames, utt_pad_proportion=0.07344, over 20508.81 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.334, pruned_loss=0.0874, over 2378075.60 frames. utt_duration=1288 frames, utt_pad_proportion=0.05292, over 7395.23 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3461, pruned_loss=0.1096, over 2475320.61 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07517, over 22084.18 utterances.], batch size: 42, lr: 8.62e-04
2022-08-21 11:46:48,363 INFO [train.py:927] (2/8) Epoch 3, batch 6500, giga_loss[loss=0.3146, simple_loss=0.3687, pruned_loss=0.1302, over 12418.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04933, over 161.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3464, pruned_loss=0.1077, over 2473736.92 frames. utt_duration=492 frames, utt_pad_proportion=0.07234, over 20169.94 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3343, pruned_loss=0.08751, over 2380660.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.05617, over 7462.39 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3463, pruned_loss=0.1098, over 2474904.37 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07305, over 21748.32 utterances.], batch size: 161, lr: 8.61e-04
2022-08-21 11:48:32,825 INFO [train.py:927] (2/8) Epoch 3, batch 6550, giga_loss[loss=0.2622, simple_loss=0.3319, pruned_loss=0.09623, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03661, over 37.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3467, pruned_loss=0.1084, over 2473822.03 frames. utt_duration=495.7 frames, utt_pad_proportion=0.06919, over 20019.45 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3338, pruned_loss=0.08728, over 2381689.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.05553, over 7449.55 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3472, pruned_loss=0.1106, over 2475059.98 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07022, over 21446.69 utterances.], batch size: 37, lr: 8.61e-04
2022-08-21 11:50:16,289 INFO [train.py:927] (2/8) Epoch 3, batch 6600, giga_loss[loss=0.3317, simple_loss=0.3605, pruned_loss=0.1514, over 12354.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3474, pruned_loss=0.1093, over 2473995.44 frames. utt_duration=496.6 frames, utt_pad_proportion=0.0733, over 19985.94 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3338, pruned_loss=0.08738, over 2384116.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05868, over 7523.20 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3481, pruned_loss=0.1115, over 2475242.69 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07301, over 21397.14 utterances.], batch size: 371, lr: 8.60e-04
2022-08-21 11:52:03,433 INFO [train.py:927] (2/8) Epoch 3, batch 6650, giga_loss[loss=0.3002, simple_loss=0.3528, pruned_loss=0.1238, over 12406.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03774, over 40.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3472, pruned_loss=0.1099, over 2474095.85 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07762, over 20394.81 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3336, pruned_loss=0.08741, over 2386073.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.05828, over 7532.04 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3482, pruned_loss=0.1121, over 2475322.28 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07736, over 21776.19 utterances.], batch size: 40, lr: 8.60e-04
2022-08-21 11:53:48,350 INFO [train.py:927] (2/8) Epoch 3, batch 6700, giga_loss[loss=0.3071, simple_loss=0.354, pruned_loss=0.1301, over 12376.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07006, over 211.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3482, pruned_loss=0.1111, over 2473826.94 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07746, over 20587.22 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3332, pruned_loss=0.08715, over 2386839.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.05794, over 7521.78 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3495, pruned_loss=0.1133, over 2474894.02 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07744, over 21806.39 utterances.], batch size: 211, lr: 8.60e-04
2022-08-21 11:55:33,410 INFO [train.py:927] (2/8) Epoch 3, batch 6750, giga_loss[loss=0.2942, simple_loss=0.3524, pruned_loss=0.118, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3504, pruned_loss=0.1125, over 2473167.17 frames. utt_duration=476 frames, utt_pad_proportion=0.08018, over 20848.98 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3339, pruned_loss=0.08711, over 2389163.86 frames. utt_duration=1259 frames, utt_pad_proportion=0.06112, over 7597.38 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3513, pruned_loss=0.115, over 2474230.73 frames. utt_duration=449 frames, utt_pad_proportion=0.07925, over 22112.12 utterances.], batch size: 133, lr: 8.59e-04
2022-08-21 11:57:17,134 INFO [train.py:927] (2/8) Epoch 3, batch 6800, giga_loss[loss=0.2929, simple_loss=0.3526, pruned_loss=0.1166, over 12403.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07304, over 212.00 utterances.], tot_loss[loss=0.2891, simple_loss=0.3514, pruned_loss=0.1135, over 2473360.79 frames. utt_duration=465 frames, utt_pad_proportion=0.08229, over 21343.57 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3335, pruned_loss=0.08701, over 2390768.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.06016, over 7582.60 utterances.], giga_tot_loss[loss=0.2922, simple_loss=0.3527, pruned_loss=0.1159, over 2474237.20 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08186, over 22591.45 utterances.], batch size: 212, lr: 8.59e-04
2022-08-21 11:59:01,191 INFO [train.py:927] (2/8) Epoch 3, batch 6850, libri_loss[loss=0.2447, simple_loss=0.3292, pruned_loss=0.08011, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01449, over 40.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3511, pruned_loss=0.1128, over 2473959.04 frames. utt_duration=459 frames, utt_pad_proportion=0.08259, over 21629.75 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3335, pruned_loss=0.08694, over 2392946.80 frames. utt_duration=1262 frames, utt_pad_proportion=0.05923, over 7591.07 utterances.], giga_tot_loss[loss=0.2917, simple_loss=0.3526, pruned_loss=0.1154, over 2474556.45 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08272, over 22945.84 utterances.], batch size: 40, lr: 8.59e-04
2022-08-21 12:00:42,482 INFO [train.py:927] (2/8) Epoch 3, batch 6900, libri_loss[loss=0.208, simple_loss=0.2919, pruned_loss=0.06205, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005697, over 32.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3485, pruned_loss=0.1108, over 2474027.97 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07795, over 20669.47 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3332, pruned_loss=0.08675, over 2395254.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.05757, over 7566.70 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3505, pruned_loss=0.1139, over 2474961.31 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07904, over 22186.87 utterances.], batch size: 32, lr: 8.58e-04
2022-08-21 12:02:29,697 INFO [train.py:927] (2/8) Epoch 3, batch 6950, giga_loss[loss=0.2647, simple_loss=0.3316, pruned_loss=0.09889, over 12384.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04248, over 26.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3503, pruned_loss=0.112, over 2473821.87 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07723, over 21183.84 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3335, pruned_loss=0.08672, over 2396952.72 frames. utt_duration=1267 frames, utt_pad_proportion=0.05726, over 7577.32 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.352, pruned_loss=0.1151, over 2474793.25 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07839, over 22690.06 utterances.], batch size: 26, lr: 8.58e-04
2022-08-21 12:04:13,804 INFO [train.py:927] (2/8) Epoch 3, batch 7000, giga_loss[loss=0.2629, simple_loss=0.3241, pruned_loss=0.1009, over 12277.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.03565, over 51.00 utterances.], tot_loss[loss=0.2881, simple_loss=0.3505, pruned_loss=0.1128, over 2473711.90 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07466, over 20818.82 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.334, pruned_loss=0.08732, over 2399344.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05576, over 7578.98 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.352, pruned_loss=0.1156, over 2474755.91 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07642, over 22452.76 utterances.], batch size: 51, lr: 8.58e-04
2022-08-21 12:05:59,436 INFO [train.py:927] (2/8) Epoch 3, batch 7050, giga_loss[loss=0.2802, simple_loss=0.3452, pruned_loss=0.1076, over 12430.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03273, over 80.00 utterances.], tot_loss[loss=0.2882, simple_loss=0.3501, pruned_loss=0.1132, over 2473944.18 frames. utt_duration=462.5 frames, utt_pad_proportion=0.0803, over 21465.11 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3335, pruned_loss=0.08719, over 2401967.36 frames. utt_duration=1267 frames, utt_pad_proportion=0.0554, over 7591.72 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3523, pruned_loss=0.1164, over 2474756.77 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08174, over 23224.26 utterances.], batch size: 80, lr: 8.57e-04
2022-08-21 12:07:43,974 INFO [train.py:927] (2/8) Epoch 3, batch 7100, giga_loss[loss=0.3051, simple_loss=0.3639, pruned_loss=0.1232, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03157, over 70.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3498, pruned_loss=0.1123, over 2474447.08 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08023, over 21567.51 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3335, pruned_loss=0.08712, over 2403972.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.05516, over 7609.68 utterances.], giga_tot_loss[loss=0.2915, simple_loss=0.3519, pruned_loss=0.1155, over 2474896.90 frames. utt_duration=427 frames, utt_pad_proportion=0.08165, over 23266.14 utterances.], batch size: 70, lr: 8.57e-04
2022-08-21 12:09:29,777 INFO [train.py:927] (2/8) Epoch 3, batch 7150, giga_loss[loss=0.2698, simple_loss=0.3382, pruned_loss=0.1006, over 12377.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3499, pruned_loss=0.1119, over 2475542.35 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07691, over 22007.70 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3333, pruned_loss=0.08693, over 2405983.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.05486, over 7623.63 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.3521, pruned_loss=0.1151, over 2475669.34 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07851, over 23670.12 utterances.], batch size: 70, lr: 8.57e-04
2022-08-21 12:11:13,713 INFO [train.py:927] (2/8) Epoch 3, batch 7200, giga_loss[loss=0.3144, simple_loss=0.3713, pruned_loss=0.1288, over 12366.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0608, over 182.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.349, pruned_loss=0.1116, over 2475062.93 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07982, over 22550.31 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3335, pruned_loss=0.08709, over 2407096.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.05992, over 7724.17 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3509, pruned_loss=0.1145, over 2475396.54 frames. utt_duration=413.5 frames, utt_pad_proportion=0.0795, over 24029.78 utterances.], batch size: 182, lr: 8.56e-04
2022-08-21 12:13:07,695 INFO [train.py:927] (2/8) Epoch 3, batch 7250, giga_loss[loss=0.2563, simple_loss=0.3224, pruned_loss=0.09508, over 12337.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.346, pruned_loss=0.1094, over 2474052.61 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07588, over 21637.45 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3338, pruned_loss=0.08712, over 2408268.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.05979, over 7751.53 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3475, pruned_loss=0.112, over 2474451.46 frames. utt_duration=431 frames, utt_pad_proportion=0.07603, over 23042.09 utterances.], batch size: 97, lr: 8.56e-04
2022-08-21 12:14:52,206 INFO [train.py:927] (2/8) Epoch 3, batch 7300, giga_loss[loss=0.3407, simple_loss=0.3826, pruned_loss=0.1494, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04747, over 34.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3445, pruned_loss=0.1094, over 2474520.38 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07622, over 21542.67 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.334, pruned_loss=0.08701, over 2409459.69 frames. utt_duration=1243 frames, utt_pad_proportion=0.06007, over 7765.19 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3456, pruned_loss=0.1119, over 2474648.75 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0763, over 22826.64 utterances.], batch size: 34, lr: 8.55e-04
2022-08-21 12:16:38,157 INFO [train.py:927] (2/8) Epoch 3, batch 7350, giga_loss[loss=0.2634, simple_loss=0.3421, pruned_loss=0.09238, over 12380.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04549, over 146.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3435, pruned_loss=0.1074, over 2474557.98 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07064, over 20887.87 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3342, pruned_loss=0.08734, over 2410778.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.05911, over 7761.91 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3444, pruned_loss=0.1095, over 2474644.87 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07138, over 22148.43 utterances.], batch size: 146, lr: 8.55e-04
2022-08-21 12:18:23,390 INFO [train.py:927] (2/8) Epoch 3, batch 7400, giga_loss[loss=0.2153, simple_loss=0.3069, pruned_loss=0.06182, over 12333.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02747, over 66.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3416, pruned_loss=0.1044, over 2474792.17 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07379, over 22631.40 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3339, pruned_loss=0.08727, over 2411900.08 frames. utt_duration=1244 frames, utt_pad_proportion=0.0583, over 7761.70 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3427, pruned_loss=0.1064, over 2475003.16 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07455, over 23903.99 utterances.], batch size: 66, lr: 8.55e-04
2022-08-21 12:20:08,334 INFO [train.py:927] (2/8) Epoch 3, batch 7450, libri_loss[loss=0.3192, simple_loss=0.3823, pruned_loss=0.128, over 12374.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.3465, over 122.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1002, over 2474638.34 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07912, over 23161.81 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3335, pruned_loss=0.08691, over 2414064.99 frames. utt_duration=1236 frames, utt_pad_proportion=0.06175, over 7824.60 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3391, pruned_loss=0.1027, over 2475378.43 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07849, over 24744.18 utterances.], batch size: 122, lr: 8.54e-04
2022-08-21 12:21:52,782 INFO [train.py:927] (2/8) Epoch 3, batch 7500, giga_loss[loss=0.3159, simple_loss=0.3754, pruned_loss=0.1282, over 12424.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3353, pruned_loss=0.09575, over 2475609.12 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07404, over 23022.53 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3334, pruned_loss=0.08686, over 2414848.38 frames. utt_duration=1237 frames, utt_pad_proportion=0.06124, over 7816.37 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3366, pruned_loss=0.09793, over 2476038.65 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07399, over 24405.03 utterances.], batch size: 146, lr: 8.54e-04
2022-08-21 12:23:38,057 INFO [train.py:927] (2/8) Epoch 3, batch 7550, giga_loss[loss=0.2504, simple_loss=0.3222, pruned_loss=0.08931, over 12399.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07326, over 212.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3336, pruned_loss=0.09399, over 2475685.48 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0715, over 23246.48 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3325, pruned_loss=0.08631, over 2416230.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.06082, over 7810.70 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3354, pruned_loss=0.09637, over 2476108.16 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07179, over 24684.08 utterances.], batch size: 212, lr: 8.54e-04
2022-08-21 12:25:21,251 INFO [train.py:927] (2/8) Epoch 3, batch 7600, giga_loss[loss=0.2419, simple_loss=0.3158, pruned_loss=0.08402, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03397, over 43.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3308, pruned_loss=0.09215, over 2475579.71 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07579, over 24136.13 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3324, pruned_loss=0.08603, over 2417824.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.05957, over 7776.74 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3323, pruned_loss=0.09446, over 2476089.38 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07625, over 25761.18 utterances.], batch size: 43, lr: 8.53e-04
2022-08-21 12:27:06,265 INFO [train.py:927] (2/8) Epoch 3, batch 7650, libri_loss[loss=0.2179, simple_loss=0.2902, pruned_loss=0.07283, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.00992, over 28.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3282, pruned_loss=0.08943, over 2475542.06 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07198, over 23613.90 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3307, pruned_loss=0.08513, over 2419110.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05819, over 7717.44 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3309, pruned_loss=0.09225, over 2476588.30 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07308, over 25491.57 utterances.], batch size: 28, lr: 8.53e-04
2022-08-21 12:28:49,163 INFO [train.py:927] (2/8) Epoch 3, batch 7700, giga_loss[loss=0.2391, simple_loss=0.3192, pruned_loss=0.0795, over 12454.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03417, over 98.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3266, pruned_loss=0.08708, over 2476156.54 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06786, over 23142.55 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3312, pruned_loss=0.08518, over 2420371.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05727, over 7705.79 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3282, pruned_loss=0.08934, over 2477103.82 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06938, over 25009.15 utterances.], batch size: 98, lr: 8.53e-04
2022-08-21 12:30:34,489 INFO [train.py:927] (2/8) Epoch 3, batch 7750, giga_loss[loss=0.2688, simple_loss=0.3276, pruned_loss=0.105, over 12409.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3243, pruned_loss=0.08518, over 2476253.50 frames. utt_duration=432 frames, utt_pad_proportion=0.06783, over 23007.30 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3328, pruned_loss=0.0857, over 2421649.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.05785, over 7760.46 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3239, pruned_loss=0.08654, over 2477103.10 frames. utt_duration=401.1 frames, utt_pad_proportion=0.069, over 24793.11 utterances.], batch size: 258, lr: 8.52e-04
2022-08-21 12:32:24,536 INFO [train.py:927] (2/8) Epoch 3, batch 7800, giga_loss[loss=0.2719, simple_loss=0.3285, pruned_loss=0.1076, over 12365.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09572, over 255.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.323, pruned_loss=0.08466, over 2476255.00 frames. utt_duration=431.3 frames, utt_pad_proportion=0.06521, over 23044.04 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3324, pruned_loss=0.0855, over 2422376.18 frames. utt_duration=1252 frames, utt_pad_proportion=0.05703, over 7746.29 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.323, pruned_loss=0.08589, over 2477245.11 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06657, over 24730.42 utterances.], batch size: 255, lr: 8.52e-04
2022-08-21 12:34:24,225 INFO [train.py:927] (2/8) Epoch 3, batch 7850, giga_loss[loss=0.2319, simple_loss=0.3141, pruned_loss=0.07485, over 12412.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03055, over 75.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3234, pruned_loss=0.08398, over 2476290.60 frames. utt_duration=433.5 frames, utt_pad_proportion=0.063, over 22922.11 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3315, pruned_loss=0.08516, over 2423916.69 frames. utt_duration=1258 frames, utt_pad_proportion=0.05616, over 7718.17 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3239, pruned_loss=0.08526, over 2477153.13 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06455, over 24731.25 utterances.], batch size: 75, lr: 8.52e-04
2022-08-21 12:36:25,803 INFO [train.py:927] (2/8) Epoch 3, batch 7900, giga_loss[loss=0.2389, simple_loss=0.3171, pruned_loss=0.08038, over 12322.00 frames. utt_duration=625.3 frames, utt_pad_proportion=0.0276, over 79.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3218, pruned_loss=0.08287, over 2475730.61 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06209, over 22780.40 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3316, pruned_loss=0.08532, over 2424701.51 frames. utt_duration=1254 frames, utt_pad_proportion=0.05602, over 7744.91 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.322, pruned_loss=0.08373, over 2476874.84 frames. utt_duration=405 frames, utt_pad_proportion=0.0635, over 24545.18 utterances.], batch size: 79, lr: 8.51e-04
2022-08-21 12:38:33,682 INFO [train.py:927] (2/8) Epoch 3, batch 7950, giga_loss[loss=0.2546, simple_loss=0.3263, pruned_loss=0.09151, over 12442.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04808, over 147.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3204, pruned_loss=0.08164, over 2476783.25 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06501, over 23995.30 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3314, pruned_loss=0.08514, over 2425258.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.05559, over 7732.50 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3206, pruned_loss=0.08244, over 2477645.62 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06607, over 25543.37 utterances.], batch size: 147, lr: 8.51e-04
2022-08-21 12:40:35,989 INFO [train.py:927] (2/8) Epoch 3, batch 8000, giga_loss[loss=0.1754, simple_loss=0.2674, pruned_loss=0.04169, over 12388.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03042, over 62.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3192, pruned_loss=0.08222, over 2476579.76 frames. utt_duration=409 frames, utt_pad_proportion=0.06822, over 24298.97 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3316, pruned_loss=0.08532, over 2426944.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.05426, over 7725.63 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3188, pruned_loss=0.0826, over 2477590.41 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06933, over 26136.64 utterances.], batch size: 62, lr: 8.51e-04
2022-08-21 12:42:30,637 INFO [train.py:927] (2/8) Epoch 3, batch 8050, giga_loss[loss=0.2461, simple_loss=0.3256, pruned_loss=0.08332, over 12334.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02877, over 66.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3184, pruned_loss=0.08158, over 2476781.14 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06697, over 23798.88 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3315, pruned_loss=0.08548, over 2428241.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06198, over 7862.19 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3179, pruned_loss=0.08166, over 2477758.71 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06603, over 25576.66 utterances.], batch size: 66, lr: 8.50e-04
2022-08-21 12:44:46,333 INFO [train.py:927] (2/8) Epoch 3, batch 8100, giga_loss[loss=0.2285, simple_loss=0.2974, pruned_loss=0.07977, over 12383.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09541, over 255.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3173, pruned_loss=0.08028, over 2475870.70 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06559, over 23272.28 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3306, pruned_loss=0.08544, over 2429665.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.05986, over 7800.42 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3171, pruned_loss=0.0802, over 2477494.00 frames. utt_duration=390.3 frames, utt_pad_proportion=0.0656, over 25476.13 utterances.], batch size: 255, lr: 8.50e-04
2022-08-21 12:46:49,132 INFO [train.py:927] (2/8) Epoch 3, batch 8150, giga_loss[loss=0.2093, simple_loss=0.3031, pruned_loss=0.05769, over 12402.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03513, over 75.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3167, pruned_loss=0.08003, over 2476956.46 frames. utt_duration=424.7 frames, utt_pad_proportion=0.0635, over 23397.83 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3311, pruned_loss=0.08576, over 2430466.53 frames. utt_duration=1249 frames, utt_pad_proportion=0.05918, over 7791.41 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3158, pruned_loss=0.07963, over 2478151.70 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06386, over 25336.66 utterances.], batch size: 75, lr: 8.50e-04
2022-08-21 12:48:59,007 INFO [train.py:927] (2/8) Epoch 3, batch 8200, giga_loss[loss=0.2448, simple_loss=0.3157, pruned_loss=0.08692, over 12397.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09753, over 256.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.32, pruned_loss=0.07904, over 2477666.08 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06547, over 24597.98 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3326, pruned_loss=0.08612, over 2430904.25 frames. utt_duration=1245 frames, utt_pad_proportion=0.05962, over 7816.50 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.318, pruned_loss=0.07836, over 2478630.22 frames. utt_duration=379 frames, utt_pad_proportion=0.06551, over 26244.88 utterances.], batch size: 256, lr: 8.49e-04
2022-08-21 12:51:08,840 INFO [train.py:927] (2/8) Epoch 3, batch 8250, giga_loss[loss=0.2692, simple_loss=0.3464, pruned_loss=0.09594, over 12407.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03898, over 105.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.32, pruned_loss=0.07761, over 2477446.10 frames. utt_duration=414 frames, utt_pad_proportion=0.06303, over 24008.53 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3324, pruned_loss=0.08592, over 2431695.73 frames. utt_duration=1248 frames, utt_pad_proportion=0.05877, over 7801.25 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3183, pruned_loss=0.07711, over 2478337.28 frames. utt_duration=388 frames, utt_pad_proportion=0.06346, over 25632.89 utterances.], batch size: 105, lr: 8.49e-04
2022-08-21 12:53:10,734 INFO [train.py:927] (2/8) Epoch 3, batch 8300, giga_loss[loss=0.272, simple_loss=0.3409, pruned_loss=0.1015, over 12394.00 frames. utt_duration=235 frames, utt_pad_proportion=0.071, over 212.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3197, pruned_loss=0.07827, over 2477592.29 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06356, over 24046.19 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3314, pruned_loss=0.08538, over 2432358.89 frames. utt_duration=1255 frames, utt_pad_proportion=0.05753, over 7764.79 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3189, pruned_loss=0.07814, over 2478949.39 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06424, over 25820.84 utterances.], batch size: 212, lr: 8.49e-04
2022-08-21 12:55:43,193 INFO [train.py:927] (2/8) Epoch 3, batch 8350, libri_loss[loss=0.3136, simple_loss=0.3929, pruned_loss=0.1171, over 12450.00 frames. utt_duration=959.2 frames, utt_pad_proportion=0.07149, over 52.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3195, pruned_loss=0.07904, over 2477686.02 frames. utt_duration=422.1 frames, utt_pad_proportion=0.05988, over 23548.67 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3318, pruned_loss=0.08562, over 2432936.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.05795, over 7796.10 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3184, pruned_loss=0.07861, over 2478839.88 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06056, over 25145.43 utterances.], batch size: 52, lr: 8.48e-04
2022-08-21 12:57:49,810 INFO [train.py:927] (2/8) Epoch 3, batch 8400, giga_loss[loss=0.238, simple_loss=0.3122, pruned_loss=0.08194, over 12450.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02874, over 122.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3163, pruned_loss=0.07742, over 2477628.27 frames. utt_duration=430.4 frames, utt_pad_proportion=0.05966, over 23089.68 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.332, pruned_loss=0.08598, over 2433693.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.06131, over 7862.28 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.315, pruned_loss=0.07665, over 2478652.47 frames. utt_duration=404.8 frames, utt_pad_proportion=0.05928, over 24565.52 utterances.], batch size: 122, lr: 8.48e-04
2022-08-21 12:59:48,210 INFO [train.py:927] (2/8) Epoch 3, batch 8450, libri_loss[loss=0.2223, simple_loss=0.3154, pruned_loss=0.06463, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.008552, over 37.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3173, pruned_loss=0.0778, over 2477147.82 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06166, over 22824.40 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3318, pruned_loss=0.08554, over 2435389.81 frames. utt_duration=1248 frames, utt_pad_proportion=0.05899, over 7814.43 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3156, pruned_loss=0.07718, over 2478428.04 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06194, over 24777.05 utterances.], batch size: 37, lr: 8.47e-04
2022-08-21 13:01:50,179 INFO [train.py:927] (2/8) Epoch 3, batch 8500, giga_loss[loss=0.2019, simple_loss=0.294, pruned_loss=0.05492, over 12444.00 frames. utt_duration=409 frames, utt_pad_proportion=0.03092, over 122.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.317, pruned_loss=0.07842, over 2476979.52 frames. utt_duration=443.2 frames, utt_pad_proportion=0.0603, over 22415.11 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3313, pruned_loss=0.08538, over 2436499.12 frames. utt_duration=1252 frames, utt_pad_proportion=0.0575, over 7791.16 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3156, pruned_loss=0.07785, over 2478295.59 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06105, over 24451.93 utterances.], batch size: 122, lr: 8.47e-04
2022-08-21 13:03:56,348 INFO [train.py:927] (2/8) Epoch 3, batch 8550, giga_loss[loss=0.2254, simple_loss=0.305, pruned_loss=0.07293, over 12406.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04022, over 133.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3165, pruned_loss=0.0786, over 2477256.56 frames. utt_duration=451.3 frames, utt_pad_proportion=0.05985, over 22016.13 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3312, pruned_loss=0.08539, over 2437566.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06094, over 7860.14 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3153, pruned_loss=0.07801, over 2478068.13 frames. utt_duration=417 frames, utt_pad_proportion=0.05963, over 23837.72 utterances.], batch size: 133, lr: 8.47e-04
2022-08-21 13:06:17,050 INFO [train.py:927] (2/8) Epoch 3, batch 8600, giga_loss[loss=0.2368, simple_loss=0.3068, pruned_loss=0.08336, over 12420.00 frames. utt_duration=195.9 frames, utt_pad_proportion=0.09296, over 255.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3182, pruned_loss=0.07945, over 2477239.93 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06033, over 22495.71 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3312, pruned_loss=0.08545, over 2438137.13 frames. utt_duration=1244 frames, utt_pad_proportion=0.05993, over 7851.00 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.317, pruned_loss=0.07883, over 2478082.19 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06038, over 24190.20 utterances.], batch size: 255, lr: 8.46e-04
2022-08-21 13:08:24,688 INFO [train.py:927] (2/8) Epoch 3, batch 8650, giga_loss[loss=0.2467, simple_loss=0.3142, pruned_loss=0.0896, over 12436.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.316, pruned_loss=0.07936, over 2477344.29 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06074, over 22809.29 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3308, pruned_loss=0.08533, over 2439463.38 frames. utt_duration=1244 frames, utt_pad_proportion=0.05954, over 7853.46 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.315, pruned_loss=0.07876, over 2478046.17 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06089, over 24645.94 utterances.], batch size: 183, lr: 8.46e-04
2022-08-21 13:10:21,436 INFO [train.py:927] (2/8) Epoch 3, batch 8700, giga_loss[loss=0.2166, simple_loss=0.302, pruned_loss=0.06562, over 12319.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3127, pruned_loss=0.07786, over 2477602.75 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06065, over 22435.28 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3307, pruned_loss=0.08532, over 2440483.42 frames. utt_duration=1244 frames, utt_pad_proportion=0.05915, over 7858.76 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3115, pruned_loss=0.07718, over 2478248.17 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06092, over 24300.57 utterances.], batch size: 74, lr: 8.46e-04
2022-08-21 13:12:18,715 INFO [train.py:927] (2/8) Epoch 3, batch 8750, giga_loss[loss=0.2107, simple_loss=0.2916, pruned_loss=0.06489, over 12401.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0316, over 122.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3132, pruned_loss=0.07831, over 2477866.82 frames. utt_duration=435.6 frames, utt_pad_proportion=0.05926, over 22817.57 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3309, pruned_loss=0.08549, over 2441040.84 frames. utt_duration=1235 frames, utt_pad_proportion=0.06232, over 7916.52 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3118, pruned_loss=0.07751, over 2478549.95 frames. utt_duration=405.5 frames, utt_pad_proportion=0.05872, over 24524.15 utterances.], batch size: 122, lr: 8.45e-04
2022-08-21 13:14:23,611 INFO [train.py:927] (2/8) Epoch 3, batch 8800, giga_loss[loss=0.2179, simple_loss=0.2962, pruned_loss=0.06985, over 12417.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03096, over 122.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3143, pruned_loss=0.07665, over 2478029.95 frames. utt_duration=434.9 frames, utt_pad_proportion=0.05721, over 22856.90 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3332, pruned_loss=0.08541, over 2441813.26 frames. utt_duration=1241 frames, utt_pad_proportion=0.06122, over 7878.97 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.0759, over 2478704.78 frames. utt_duration=404.5 frames, utt_pad_proportion=0.0572, over 24582.55 utterances.], batch size: 122, lr: 8.45e-04
2022-08-21 13:16:32,492 INFO [train.py:927] (2/8) Epoch 3, batch 8850, giga_loss[loss=0.2758, simple_loss=0.3347, pruned_loss=0.1085, over 12387.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09851, over 256.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3123, pruned_loss=0.0754, over 2477969.47 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06493, over 23093.44 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3337, pruned_loss=0.08523, over 2443338.12 frames. utt_duration=1246 frames, utt_pad_proportion=0.0589, over 7855.37 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3081, pruned_loss=0.07457, over 2478775.36 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06498, over 25189.97 utterances.], batch size: 256, lr: 8.45e-04
2022-08-21 13:18:36,470 INFO [train.py:927] (2/8) Epoch 3, batch 8900, giga_loss[loss=0.3077, simple_loss=0.3578, pruned_loss=0.1288, over 12403.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09383, over 255.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3125, pruned_loss=0.07624, over 2478417.22 frames. utt_duration=430.4 frames, utt_pad_proportion=0.06312, over 23097.98 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3336, pruned_loss=0.0851, over 2443693.93 frames. utt_duration=1244 frames, utt_pad_proportion=0.05858, over 7865.78 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3092, pruned_loss=0.07561, over 2479041.55 frames. utt_duration=400 frames, utt_pad_proportion=0.06339, over 24861.77 utterances.], batch size: 255, lr: 8.44e-04
2022-08-21 13:20:33,211 INFO [train.py:927] (2/8) Epoch 3, batch 8950, giga_loss[loss=0.2282, simple_loss=0.31, pruned_loss=0.07326, over 12390.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3115, pruned_loss=0.0756, over 2478216.99 frames. utt_duration=431.4 frames, utt_pad_proportion=0.06103, over 23041.53 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.333, pruned_loss=0.08495, over 2444173.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.0571, over 7844.83 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07492, over 2479389.67 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06186, over 24985.49 utterances.], batch size: 133, lr: 8.44e-04
2022-08-21 13:22:36,002 INFO [train.py:927] (2/8) Epoch 3, batch 9000, giga_loss[loss=0.237, simple_loss=0.3198, pruned_loss=0.07714, over 12385.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02567, over 91.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3135, pruned_loss=0.07633, over 2478339.67 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06492, over 23713.73 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.333, pruned_loss=0.08503, over 2444706.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.05648, over 7846.09 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.311, pruned_loss=0.07559, over 2479249.59 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06556, over 25479.23 utterances.], batch size: 91, lr: 8.44e-04
2022-08-21 13:22:36,002 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 13:22:49,588 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.2193, simple_loss=0.3248, pruned_loss=0.05689, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 13:24:47,976 INFO [train.py:927] (2/8) Epoch 3, batch 9050, giga_loss[loss=0.2232, simple_loss=0.3085, pruned_loss=0.06893, over 12427.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06857, over 212.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3144, pruned_loss=0.07724, over 2478634.11 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06516, over 24478.51 utterances.], libri_tot_loss[loss=0.2509, simple_loss=0.3323, pruned_loss=0.08477, over 2445457.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.05539, over 7821.98 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3125, pruned_loss=0.07668, over 2479551.79 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06598, over 26336.04 utterances.], batch size: 212, lr: 8.43e-04
2022-08-21 13:26:49,249 INFO [train.py:927] (2/8) Epoch 3, batch 9100, giga_loss[loss=0.198, simple_loss=0.2844, pruned_loss=0.05582, over 12453.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04771, over 161.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3127, pruned_loss=0.07615, over 2477855.99 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06373, over 23925.95 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.332, pruned_loss=0.08454, over 2446203.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.05377, over 7797.39 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3108, pruned_loss=0.07562, over 2479106.87 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06504, over 26030.08 utterances.], batch size: 161, lr: 8.43e-04
2022-08-21 13:28:50,756 INFO [train.py:927] (2/8) Epoch 3, batch 9150, giga_loss[loss=0.2551, simple_loss=0.3201, pruned_loss=0.09502, over 12385.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0627, over 211.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07521, over 2477231.20 frames. utt_duration=412.3 frames, utt_pad_proportion=0.0664, over 24105.22 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3319, pruned_loss=0.08453, over 2446408.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.05731, over 7856.57 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07467, over 2478435.03 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06628, over 25914.06 utterances.], batch size: 211, lr: 8.43e-04
2022-08-21 13:30:57,576 INFO [train.py:927] (2/8) Epoch 3, batch 9200, giga_loss[loss=0.2106, simple_loss=0.3042, pruned_loss=0.05845, over 12420.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.0341, over 75.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3117, pruned_loss=0.07553, over 2477145.56 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06902, over 24609.20 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3322, pruned_loss=0.0843, over 2446479.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.05691, over 7840.04 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07524, over 2478285.94 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06892, over 26196.66 utterances.], batch size: 75, lr: 8.42e-04
2022-08-21 13:33:05,258 INFO [train.py:927] (2/8) Epoch 3, batch 9250, giga_loss[loss=0.2512, simple_loss=0.3055, pruned_loss=0.09848, over 12379.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.181, over 359.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3154, pruned_loss=0.07781, over 2477269.64 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06882, over 25526.88 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3328, pruned_loss=0.08436, over 2446515.33 frames. utt_duration=1253 frames, utt_pad_proportion=0.05629, over 7819.53 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3131, pruned_loss=0.07742, over 2478562.95 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06895, over 27040.94 utterances.], batch size: 359, lr: 8.42e-04
2022-08-21 13:35:10,633 INFO [train.py:927] (2/8) Epoch 3, batch 9300, giga_loss[loss=0.2288, simple_loss=0.3064, pruned_loss=0.0756, over 12469.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0344, over 98.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3178, pruned_loss=0.07841, over 2477847.38 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06924, over 25241.17 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3336, pruned_loss=0.08491, over 2447455.24 frames. utt_duration=1232 frames, utt_pad_proportion=0.06328, over 7956.35 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.315, pruned_loss=0.07749, over 2478729.30 frames. utt_duration=372.3 frames, utt_pad_proportion=0.0677, over 26717.68 utterances.], batch size: 98, lr: 8.42e-04
2022-08-21 13:37:19,512 INFO [train.py:927] (2/8) Epoch 3, batch 9350, giga_loss[loss=0.2341, simple_loss=0.315, pruned_loss=0.07656, over 12386.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3159, pruned_loss=0.07794, over 2478341.58 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07079, over 25270.05 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3332, pruned_loss=0.08485, over 2448519.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06189, over 7930.98 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3135, pruned_loss=0.07708, over 2478889.60 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06986, over 26926.03 utterances.], batch size: 146, lr: 8.41e-04
2022-08-21 13:39:22,066 INFO [train.py:927] (2/8) Epoch 3, batch 9400, giga_loss[loss=0.2903, simple_loss=0.3505, pruned_loss=0.115, over 12371.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02759, over 85.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3148, pruned_loss=0.07791, over 2477673.66 frames. utt_duration=391.7 frames, utt_pad_proportion=0.07188, over 25382.96 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3328, pruned_loss=0.08465, over 2449069.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06184, over 7953.68 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.07715, over 2478690.64 frames. utt_duration=364.1 frames, utt_pad_proportion=0.0712, over 27320.84 utterances.], batch size: 85, lr: 8.41e-04
2022-08-21 13:41:26,698 INFO [train.py:927] (2/8) Epoch 3, batch 9450, giga_loss[loss=0.2351, simple_loss=0.3175, pruned_loss=0.07629, over 12448.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.03894, over 114.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3137, pruned_loss=0.07821, over 2477131.47 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06665, over 24319.90 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3319, pruned_loss=0.08426, over 2449546.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.06028, over 7924.10 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3121, pruned_loss=0.07772, over 2478527.66 frames. utt_duration=375 frames, utt_pad_proportion=0.06696, over 26518.80 utterances.], batch size: 114, lr: 8.41e-04
2022-08-21 13:43:32,542 INFO [train.py:927] (2/8) Epoch 3, batch 9500, giga_loss[loss=0.246, simple_loss=0.3336, pruned_loss=0.07921, over 12406.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03592, over 113.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3129, pruned_loss=0.07676, over 2477446.86 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06505, over 24535.22 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3322, pruned_loss=0.08448, over 2449716.63 frames. utt_duration=1239 frames, utt_pad_proportion=0.05979, over 7918.87 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3112, pruned_loss=0.07613, over 2478645.06 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06555, over 26420.62 utterances.], batch size: 113, lr: 8.40e-04
2022-08-21 13:45:25,772 INFO [train.py:927] (2/8) Epoch 3, batch 9550, giga_loss[loss=0.2533, simple_loss=0.334, pruned_loss=0.08627, over 12386.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0307, over 122.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3139, pruned_loss=0.07528, over 2477942.56 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06678, over 24615.43 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3328, pruned_loss=0.0846, over 2450077.51 frames. utt_duration=1226 frames, utt_pad_proportion=0.06343, over 8000.65 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3119, pruned_loss=0.07459, over 2478812.34 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06607, over 26167.86 utterances.], batch size: 122, lr: 8.40e-04
2022-08-21 13:47:38,395 INFO [train.py:927] (2/8) Epoch 3, batch 9600, giga_loss[loss=0.2147, simple_loss=0.2809, pruned_loss=0.07429, over 12371.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1774, over 357.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3137, pruned_loss=0.07476, over 2477844.40 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06898, over 24796.73 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.333, pruned_loss=0.08452, over 2450229.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.06322, over 7990.64 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3119, pruned_loss=0.07425, over 2478513.34 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06838, over 26098.12 utterances.], batch size: 357, lr: 8.40e-04
2022-08-21 13:49:50,122 INFO [train.py:927] (2/8) Epoch 3, batch 9650, giga_loss[loss=0.2474, simple_loss=0.3283, pruned_loss=0.0833, over 12396.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03492, over 122.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3144, pruned_loss=0.07484, over 2477855.89 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06491, over 24326.81 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3327, pruned_loss=0.08423, over 2450797.16 frames. utt_duration=1231 frames, utt_pad_proportion=0.06248, over 7974.49 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3127, pruned_loss=0.07439, over 2478762.07 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06484, over 25926.68 utterances.], batch size: 122, lr: 8.39e-04
2022-08-21 13:52:04,366 INFO [train.py:927] (2/8) Epoch 3, batch 9700, giga_loss[loss=0.2341, simple_loss=0.3164, pruned_loss=0.07587, over 12432.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3158, pruned_loss=0.07557, over 2478479.45 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06429, over 24487.04 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3322, pruned_loss=0.08422, over 2451737.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06114, over 7970.50 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3143, pruned_loss=0.07492, over 2479237.22 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06466, over 26309.95 utterances.], batch size: 183, lr: 8.39e-04
2022-08-21 13:54:23,659 INFO [train.py:927] (2/8) Epoch 3, batch 9750, giga_loss[loss=0.2474, simple_loss=0.3196, pruned_loss=0.08757, over 12469.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02414, over 80.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3167, pruned_loss=0.07566, over 2478215.24 frames. utt_duration=421 frames, utt_pad_proportion=0.0611, over 23609.50 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3321, pruned_loss=0.08417, over 2452667.83 frames. utt_duration=1231 frames, utt_pad_proportion=0.06018, over 7976.99 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.315, pruned_loss=0.07493, over 2478818.65 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06194, over 25586.87 utterances.], batch size: 80, lr: 8.39e-04
2022-08-21 13:56:43,429 INFO [train.py:927] (2/8) Epoch 3, batch 9800, giga_loss[loss=0.1956, simple_loss=0.2768, pruned_loss=0.05723, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0382, over 37.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3133, pruned_loss=0.07361, over 2477787.75 frames. utt_duration=439.7 frames, utt_pad_proportion=0.05922, over 22598.06 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3321, pruned_loss=0.08439, over 2452937.90 frames. utt_duration=1235 frames, utt_pad_proportion=0.05925, over 7955.59 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3117, pruned_loss=0.07271, over 2478448.21 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06031, over 24442.45 utterances.], batch size: 37, lr: 8.38e-04
2022-08-21 13:58:41,757 INFO [train.py:927] (2/8) Epoch 3, batch 9850, giga_loss[loss=0.2338, simple_loss=0.319, pruned_loss=0.07433, over 12434.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.0679, over 212.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3131, pruned_loss=0.07368, over 2477717.51 frames. utt_duration=441.4 frames, utt_pad_proportion=0.06333, over 22513.97 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3318, pruned_loss=0.08463, over 2453529.22 frames. utt_duration=1220 frames, utt_pad_proportion=0.06588, over 8055.20 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3112, pruned_loss=0.07221, over 2478846.90 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06188, over 24617.48 utterances.], batch size: 212, lr: 8.38e-04
2022-08-21 14:00:39,464 INFO [train.py:927] (2/8) Epoch 3, batch 9900, giga_loss[loss=0.2217, simple_loss=0.3077, pruned_loss=0.06789, over 12435.00 frames. utt_duration=803.5 frames, utt_pad_proportion=0.02724, over 62.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.316, pruned_loss=0.07538, over 2478307.08 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06482, over 23426.91 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3317, pruned_loss=0.08455, over 2453808.67 frames. utt_duration=1221 frames, utt_pad_proportion=0.06518, over 8048.38 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3143, pruned_loss=0.07415, over 2479272.27 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06377, over 25282.87 utterances.], batch size: 62, lr: 8.38e-04
2022-08-21 14:02:31,182 INFO [train.py:927] (2/8) Epoch 3, batch 9950, libri_loss[loss=0.2601, simple_loss=0.3594, pruned_loss=0.08036, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005052, over 34.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3146, pruned_loss=0.07478, over 2478879.43 frames. utt_duration=406.4 frames, utt_pad_proportion=0.0678, over 24469.92 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3328, pruned_loss=0.08465, over 2454282.84 frames. utt_duration=1219 frames, utt_pad_proportion=0.06501, over 8065.33 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.312, pruned_loss=0.07354, over 2479668.74 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06688, over 26218.48 utterances.], batch size: 34, lr: 8.37e-04
2022-08-21 14:04:24,540 INFO [train.py:927] (2/8) Epoch 3, batch 10000, giga_loss[loss=0.3196, simple_loss=0.3849, pruned_loss=0.1272, over 12407.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02795, over 58.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3158, pruned_loss=0.07631, over 2478439.42 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06865, over 24325.18 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3321, pruned_loss=0.08454, over 2454716.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06405, over 8048.10 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3139, pruned_loss=0.0752, over 2479235.80 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06817, over 26129.17 utterances.], batch size: 58, lr: 8.37e-04
2022-08-21 14:06:06,161 INFO [train.py:927] (2/8) Epoch 3, batch 10050, giga_loss[loss=0.2804, simple_loss=0.3644, pruned_loss=0.09824, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3236, pruned_loss=0.08127, over 2477523.61 frames. utt_duration=446.6 frames, utt_pad_proportion=0.0651, over 22254.09 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3316, pruned_loss=0.0844, over 2455378.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06322, over 8034.04 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3223, pruned_loss=0.08039, over 2478092.51 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0652, over 24049.98 utterances.], batch size: 105, lr: 8.37e-04
2022-08-21 14:07:50,650 INFO [train.py:927] (2/8) Epoch 3, batch 10100, giga_loss[loss=0.242, simple_loss=0.3019, pruned_loss=0.09107, over 12358.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03275, over 104.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3205, pruned_loss=0.08066, over 2476902.55 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06035, over 20528.86 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3314, pruned_loss=0.08427, over 2455457.73 frames. utt_duration=1227 frames, utt_pad_proportion=0.06252, over 8017.64 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3196, pruned_loss=0.08004, over 2477582.91 frames. utt_duration=448.7 frames, utt_pad_proportion=0.06098, over 22150.13 utterances.], batch size: 104, lr: 8.36e-04
2022-08-21 14:09:33,890 INFO [train.py:927] (2/8) Epoch 3, batch 10150, giga_loss[loss=0.2028, simple_loss=0.2737, pruned_loss=0.06596, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3142, pruned_loss=0.07897, over 2475872.97 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06199, over 20341.61 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3309, pruned_loss=0.08409, over 2455757.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.06121, over 7996.20 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3134, pruned_loss=0.07849, over 2476852.92 frames. utt_duration=450.2 frames, utt_pad_proportion=0.06286, over 22072.69 utterances.], batch size: 48, lr: 8.36e-04
2022-08-21 14:11:17,378 INFO [train.py:927] (2/8) Epoch 3, batch 10200, giga_loss[loss=0.2111, simple_loss=0.2843, pruned_loss=0.06896, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3065, pruned_loss=0.07574, over 2474327.30 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06545, over 20476.27 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3316, pruned_loss=0.08381, over 2455883.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06031, over 7965.51 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3049, pruned_loss=0.07549, over 2475324.20 frames. utt_duration=449.8 frames, utt_pad_proportion=0.06619, over 22081.31 utterances.], batch size: 183, lr: 8.36e-04
2022-08-21 14:13:00,536 INFO [train.py:927] (2/8) Epoch 3, batch 10250, giga_loss[loss=0.1801, simple_loss=0.2632, pruned_loss=0.04851, over 12331.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03108, over 70.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3022, pruned_loss=0.07445, over 2473769.75 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06488, over 19775.69 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3326, pruned_loss=0.08418, over 2456294.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.05914, over 7949.61 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.2995, pruned_loss=0.07374, over 2474595.25 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06595, over 21336.65 utterances.], batch size: 70, lr: 8.35e-04
2022-08-21 14:14:44,058 INFO [train.py:927] (2/8) Epoch 3, batch 10300, giga_loss[loss=0.19, simple_loss=0.2635, pruned_loss=0.0582, over 12237.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03801, over 28.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.2982, pruned_loss=0.07317, over 2473291.94 frames. utt_duration=540 frames, utt_pad_proportion=0.0618, over 18368.20 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3323, pruned_loss=0.08425, over 2456583.19 frames. utt_duration=1231 frames, utt_pad_proportion=0.06211, over 7992.71 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2951, pruned_loss=0.07216, over 2474333.17 frames. utt_duration=496.3 frames, utt_pad_proportion=0.0619, over 19999.00 utterances.], batch size: 28, lr: 8.35e-04
2022-08-21 14:16:25,821 INFO [train.py:927] (2/8) Epoch 3, batch 10350, giga_loss[loss=0.1711, simple_loss=0.2563, pruned_loss=0.04289, over 12344.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03591, over 104.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2925, pruned_loss=0.07059, over 2473848.26 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06204, over 18620.31 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3321, pruned_loss=0.08419, over 2456959.82 frames. utt_duration=1229 frames, utt_pad_proportion=0.06195, over 8007.91 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2896, pruned_loss=0.06962, over 2474639.49 frames. utt_duration=494.1 frames, utt_pad_proportion=0.06216, over 20091.86 utterances.], batch size: 104, lr: 8.35e-04
2022-08-21 14:18:08,952 INFO [train.py:927] (2/8) Epoch 3, batch 10400, giga_loss[loss=0.1711, simple_loss=0.2529, pruned_loss=0.04461, over 12324.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.0348, over 58.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2881, pruned_loss=0.06852, over 2474270.82 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05757, over 17640.26 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3322, pruned_loss=0.08427, over 2457253.41 frames. utt_duration=1228 frames, utt_pad_proportion=0.06139, over 8015.71 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2851, pruned_loss=0.06749, over 2474868.98 frames. utt_duration=524.3 frames, utt_pad_proportion=0.05816, over 18931.16 utterances.], batch size: 58, lr: 8.34e-04
2022-08-21 14:19:51,488 INFO [train.py:927] (2/8) Epoch 3, batch 10450, giga_loss[loss=0.1862, simple_loss=0.2573, pruned_loss=0.05753, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0357, over 40.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2837, pruned_loss=0.06613, over 2474305.25 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05635, over 17492.70 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3332, pruned_loss=0.08465, over 2457694.92 frames. utt_duration=1217 frames, utt_pad_proportion=0.06467, over 8086.48 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2794, pruned_loss=0.06457, over 2474786.10 frames. utt_duration=531.6 frames, utt_pad_proportion=0.0557, over 18673.08 utterances.], batch size: 40, lr: 8.34e-04
2022-08-21 14:21:35,241 INFO [train.py:927] (2/8) Epoch 3, batch 10500, giga_loss[loss=0.2568, simple_loss=0.3361, pruned_loss=0.08877, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2907, pruned_loss=0.07059, over 2473008.87 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06372, over 17916.77 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3333, pruned_loss=0.08474, over 2457249.14 frames. utt_duration=1213 frames, utt_pad_proportion=0.06695, over 8115.82 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2857, pruned_loss=0.06875, over 2474307.24 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06195, over 19149.52 utterances.], batch size: 37, lr: 8.34e-04
2022-08-21 14:23:19,201 INFO [train.py:927] (2/8) Epoch 3, batch 10550, giga_loss[loss=0.3403, simple_loss=0.3837, pruned_loss=0.1485, over 12353.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1092, over 259.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3025, pruned_loss=0.07752, over 2472480.36 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06311, over 18040.43 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3328, pruned_loss=0.08472, over 2457357.94 frames. utt_duration=1214 frames, utt_pad_proportion=0.06654, over 8109.15 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.2985, pruned_loss=0.07594, over 2473619.14 frames. utt_duration=518 frames, utt_pad_proportion=0.06188, over 19153.51 utterances.], batch size: 259, lr: 8.33e-04
2022-08-21 14:25:00,165 INFO [train.py:927] (2/8) Epoch 3, batch 10600, giga_loss[loss=0.241, simple_loss=0.3182, pruned_loss=0.08188, over 12376.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3093, pruned_loss=0.08005, over 2472742.98 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05842, over 17395.83 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.333, pruned_loss=0.08489, over 2457645.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.06553, over 8085.21 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3054, pruned_loss=0.0785, over 2473638.27 frames. utt_duration=537 frames, utt_pad_proportion=0.05802, over 18477.62 utterances.], batch size: 51, lr: 8.33e-04
2022-08-21 14:26:43,127 INFO [train.py:927] (2/8) Epoch 3, batch 10650, giga_loss[loss=0.19, simple_loss=0.2717, pruned_loss=0.05417, over 12259.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03758, over 28.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3126, pruned_loss=0.08069, over 2472276.25 frames. utt_duration=560.3 frames, utt_pad_proportion=0.0591, over 17697.39 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3329, pruned_loss=0.08472, over 2457689.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06432, over 8052.42 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3092, pruned_loss=0.07953, over 2473265.36 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05919, over 18809.55 utterances.], batch size: 28, lr: 8.33e-04
2022-08-21 14:28:28,310 INFO [train.py:927] (2/8) Epoch 3, batch 10700, giga_loss[loss=0.2882, simple_loss=0.3527, pruned_loss=0.1118, over 12390.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05159, over 161.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3185, pruned_loss=0.08456, over 2471750.07 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05939, over 17229.06 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.333, pruned_loss=0.08489, over 2457743.70 frames. utt_duration=1202 frames, utt_pad_proportion=0.07143, over 8187.38 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3153, pruned_loss=0.08345, over 2472749.15 frames. utt_duration=546 frames, utt_pad_proportion=0.05654, over 18163.65 utterances.], batch size: 161, lr: 8.32e-04
2022-08-21 14:30:12,864 INFO [train.py:927] (2/8) Epoch 3, batch 10750, giga_loss[loss=0.2529, simple_loss=0.3279, pruned_loss=0.08898, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02714, over 48.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3221, pruned_loss=0.08602, over 2471664.00 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05974, over 16916.87 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3322, pruned_loss=0.08464, over 2458050.65 frames. utt_duration=1208 frames, utt_pad_proportion=0.07073, over 8152.11 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3199, pruned_loss=0.08539, over 2472708.45 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05754, over 18042.49 utterances.], batch size: 48, lr: 8.32e-04
2022-08-21 14:31:52,644 INFO [train.py:927] (2/8) Epoch 3, batch 10800, giga_loss[loss=0.2636, simple_loss=0.3387, pruned_loss=0.09422, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03048, over 45.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3268, pruned_loss=0.08753, over 2471902.47 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05945, over 16832.18 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3331, pruned_loss=0.0848, over 2458667.21 frames. utt_duration=1195 frames, utt_pad_proportion=0.0736, over 8237.22 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3239, pruned_loss=0.08701, over 2472680.87 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05638, over 17995.99 utterances.], batch size: 45, lr: 8.32e-04
2022-08-21 14:33:37,097 INFO [train.py:927] (2/8) Epoch 3, batch 10850, giga_loss[loss=0.2165, simple_loss=0.307, pruned_loss=0.06307, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02964, over 75.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3283, pruned_loss=0.08786, over 2471911.57 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05897, over 17319.58 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3329, pruned_loss=0.08485, over 2459055.58 frames. utt_duration=1199 frames, utt_pad_proportion=0.07248, over 8213.61 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3261, pruned_loss=0.08746, over 2472431.58 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05693, over 18410.88 utterances.], batch size: 75, lr: 8.31e-04
2022-08-21 14:35:20,741 INFO [train.py:927] (2/8) Epoch 3, batch 10900, giga_loss[loss=0.2686, simple_loss=0.3455, pruned_loss=0.09586, over 12466.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03007, over 55.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3279, pruned_loss=0.08659, over 2472661.59 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05507, over 16873.19 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3328, pruned_loss=0.08489, over 2458936.19 frames. utt_duration=1203 frames, utt_pad_proportion=0.07109, over 8188.55 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3261, pruned_loss=0.08628, over 2473498.59 frames. utt_duration=552 frames, utt_pad_proportion=0.05406, over 17973.21 utterances.], batch size: 55, lr: 8.31e-04
2022-08-21 14:37:03,360 INFO [train.py:927] (2/8) Epoch 3, batch 10950, giga_loss[loss=0.2569, simple_loss=0.3372, pruned_loss=0.08834, over 12390.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03044, over 62.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3302, pruned_loss=0.09085, over 2473066.78 frames. utt_duration=568 frames, utt_pad_proportion=0.06107, over 17460.84 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3321, pruned_loss=0.0846, over 2459214.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.06993, over 8166.75 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3294, pruned_loss=0.09105, over 2473934.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06033, over 18674.74 utterances.], batch size: 62, lr: 8.31e-04
2022-08-21 14:38:50,255 INFO [train.py:927] (2/8) Epoch 3, batch 11000, giga_loss[loss=0.2702, simple_loss=0.3281, pruned_loss=0.1062, over 12442.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04795, over 34.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3291, pruned_loss=0.09105, over 2473576.38 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05942, over 16907.34 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3315, pruned_loss=0.08432, over 2460167.24 frames. utt_duration=1200 frames, utt_pad_proportion=0.0732, over 8210.81 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3289, pruned_loss=0.09164, over 2473792.56 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05734, over 18075.85 utterances.], batch size: 34, lr: 8.30e-04
2022-08-21 14:40:35,626 INFO [train.py:927] (2/8) Epoch 3, batch 11050, giga_loss[loss=0.2753, simple_loss=0.3518, pruned_loss=0.09942, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04854, over 161.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3291, pruned_loss=0.09105, over 2473910.05 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06401, over 17690.63 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.332, pruned_loss=0.08442, over 2460426.10 frames. utt_duration=1187 frames, utt_pad_proportion=0.07672, over 8304.33 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3284, pruned_loss=0.09154, over 2474081.24 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0605, over 18695.79 utterances.], batch size: 161, lr: 8.30e-04
2022-08-21 14:42:19,841 INFO [train.py:927] (2/8) Epoch 3, batch 11100, giga_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.08992, over 12408.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05003, over 161.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3283, pruned_loss=0.09026, over 2474027.46 frames. utt_duration=538 frames, utt_pad_proportion=0.06372, over 18444.65 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3324, pruned_loss=0.08444, over 2460288.93 frames. utt_duration=1188 frames, utt_pad_proportion=0.07614, over 8291.31 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3274, pruned_loss=0.09067, over 2474397.47 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06123, over 19326.17 utterances.], batch size: 161, lr: 8.30e-04
2022-08-21 14:44:03,281 INFO [train.py:927] (2/8) Epoch 3, batch 11150, giga_loss[loss=0.218, simple_loss=0.295, pruned_loss=0.07045, over 12273.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.03221, over 51.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3235, pruned_loss=0.08682, over 2474214.72 frames. utt_duration=537.9 frames, utt_pad_proportion=0.0654, over 18450.66 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3331, pruned_loss=0.08427, over 2460341.12 frames. utt_duration=1195 frames, utt_pad_proportion=0.07448, over 8247.99 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3221, pruned_loss=0.08743, over 2474849.70 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06381, over 19454.34 utterances.], batch size: 51, lr: 8.29e-04
2022-08-21 14:45:48,976 INFO [train.py:927] (2/8) Epoch 3, batch 11200, giga_loss[loss=0.2225, simple_loss=0.3021, pruned_loss=0.07142, over 12388.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3186, pruned_loss=0.0853, over 2474237.54 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07205, over 19471.90 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3329, pruned_loss=0.08418, over 2460761.02 frames. utt_duration=1199 frames, utt_pad_proportion=0.07312, over 8222.01 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3174, pruned_loss=0.08591, over 2474729.59 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07093, over 20566.12 utterances.], batch size: 113, lr: 8.29e-04
2022-08-21 14:47:39,262 INFO [train.py:927] (2/8) Epoch 3, batch 11250, giga_loss[loss=0.2242, simple_loss=0.3099, pruned_loss=0.06926, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3171, pruned_loss=0.08474, over 2473468.53 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07313, over 19232.41 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3326, pruned_loss=0.08417, over 2460951.70 frames. utt_duration=1203 frames, utt_pad_proportion=0.07209, over 8189.88 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3161, pruned_loss=0.08523, over 2473915.55 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07255, over 20330.61 utterances.], batch size: 146, lr: 8.29e-04
2022-08-21 14:49:21,411 INFO [train.py:927] (2/8) Epoch 3, batch 11300, giga_loss[loss=0.1823, simple_loss=0.2588, pruned_loss=0.05284, over 12355.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04715, over 26.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3147, pruned_loss=0.08346, over 2473443.84 frames. utt_duration=535.8 frames, utt_pad_proportion=0.07018, over 18518.30 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3318, pruned_loss=0.08394, over 2461194.40 frames. utt_duration=1211 frames, utt_pad_proportion=0.06993, over 8142.16 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3139, pruned_loss=0.08407, over 2474111.42 frames. utt_duration=499 frames, utt_pad_proportion=0.07066, over 19891.43 utterances.], batch size: 26, lr: 8.29e-04
2022-08-21 14:51:05,374 INFO [train.py:927] (2/8) Epoch 3, batch 11350, giga_loss[loss=0.242, simple_loss=0.3132, pruned_loss=0.08535, over 12421.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04206, over 146.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3112, pruned_loss=0.08189, over 2473718.99 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06919, over 18754.70 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3309, pruned_loss=0.08353, over 2461206.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.06842, over 8087.84 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3108, pruned_loss=0.08273, over 2474689.89 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07019, over 20259.46 utterances.], batch size: 146, lr: 8.28e-04
2022-08-21 14:52:49,502 INFO [train.py:927] (2/8) Epoch 3, batch 11400, giga_loss[loss=0.217, simple_loss=0.2931, pruned_loss=0.07041, over 12370.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03983, over 145.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3077, pruned_loss=0.0801, over 2473745.64 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06923, over 18915.13 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3312, pruned_loss=0.08359, over 2461327.99 frames. utt_duration=1218 frames, utt_pad_proportion=0.06816, over 8091.01 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3069, pruned_loss=0.08067, over 2474509.28 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07013, over 20197.79 utterances.], batch size: 145, lr: 8.28e-04
2022-08-21 14:54:31,748 INFO [train.py:927] (2/8) Epoch 3, batch 11450, giga_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07333, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02452, over 48.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3032, pruned_loss=0.07819, over 2472746.87 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06709, over 17665.36 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3305, pruned_loss=0.0834, over 2461609.21 frames. utt_duration=1220 frames, utt_pad_proportion=0.06755, over 8082.81 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3025, pruned_loss=0.07868, over 2473408.06 frames. utt_duration=522.9 frames, utt_pad_proportion=0.0682, over 18973.35 utterances.], batch size: 48, lr: 8.28e-04
2022-08-21 14:56:13,695 INFO [train.py:927] (2/8) Epoch 3, batch 11500, giga_loss[loss=0.2286, simple_loss=0.2991, pruned_loss=0.07902, over 12327.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03116, over 28.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3002, pruned_loss=0.07661, over 2472678.14 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06265, over 16956.78 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3304, pruned_loss=0.08344, over 2462033.48 frames. utt_duration=1222 frames, utt_pad_proportion=0.06661, over 8066.76 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.299, pruned_loss=0.07681, over 2473069.78 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06421, over 18231.71 utterances.], batch size: 28, lr: 8.27e-04
2022-08-21 14:57:57,712 INFO [train.py:927] (2/8) Epoch 3, batch 11550, giga_loss[loss=0.2599, simple_loss=0.3347, pruned_loss=0.09257, over 12362.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.0401, over 145.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3006, pruned_loss=0.07683, over 2472137.33 frames. utt_duration=583.5 frames, utt_pad_proportion=0.0631, over 16990.61 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3301, pruned_loss=0.08338, over 2461846.82 frames. utt_duration=1228 frames, utt_pad_proportion=0.06557, over 8031.48 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.2993, pruned_loss=0.07687, over 2472843.84 frames. utt_duration=544 frames, utt_pad_proportion=0.0647, over 18233.19 utterances.], batch size: 145, lr: 8.27e-04
2022-08-21 14:59:40,115 INFO [train.py:927] (2/8) Epoch 3, batch 11600, giga_loss[loss=0.2661, simple_loss=0.3403, pruned_loss=0.09596, over 12369.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02812, over 70.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3053, pruned_loss=0.08002, over 2471793.23 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06418, over 17182.70 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3296, pruned_loss=0.08329, over 2461670.30 frames. utt_duration=1232 frames, utt_pad_proportion=0.06414, over 8001.90 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3039, pruned_loss=0.07999, over 2472783.15 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06592, over 18445.93 utterances.], batch size: 70, lr: 8.27e-04
2022-08-21 15:01:25,068 INFO [train.py:927] (2/8) Epoch 3, batch 11650, giga_loss[loss=0.2519, simple_loss=0.3359, pruned_loss=0.08394, over 12357.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.027, over 66.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3128, pruned_loss=0.08461, over 2471696.28 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06463, over 17898.15 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3294, pruned_loss=0.08318, over 2461673.05 frames. utt_duration=1231 frames, utt_pad_proportion=0.06419, over 8006.96 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3115, pruned_loss=0.08467, over 2472660.40 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06592, over 19069.14 utterances.], batch size: 66, lr: 8.26e-04
2022-08-21 15:03:08,916 INFO [train.py:927] (2/8) Epoch 3, batch 11700, giga_loss[loss=0.2783, simple_loss=0.3481, pruned_loss=0.1043, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3189, pruned_loss=0.08652, over 2471742.96 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06338, over 17693.64 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3295, pruned_loss=0.08288, over 2461622.00 frames. utt_duration=1238 frames, utt_pad_proportion=0.06281, over 7961.35 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3174, pruned_loss=0.08688, over 2472829.80 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06501, over 18934.49 utterances.], batch size: 97, lr: 8.26e-04
2022-08-21 15:04:50,836 INFO [train.py:927] (2/8) Epoch 3, batch 11750, libri_loss[loss=0.2616, simple_loss=0.3358, pruned_loss=0.09367, over 12378.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007133, over 34.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3225, pruned_loss=0.08704, over 2472180.81 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06133, over 17542.24 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3299, pruned_loss=0.08306, over 2461819.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06169, over 7969.32 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3208, pruned_loss=0.08728, over 2473160.48 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06323, over 18799.77 utterances.], batch size: 34, lr: 8.26e-04
2022-08-21 15:06:34,103 INFO [train.py:927] (2/8) Epoch 3, batch 11800, libri_loss[loss=0.2268, simple_loss=0.2953, pruned_loss=0.07919, over 12281.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01019, over 28.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3202, pruned_loss=0.08517, over 2471975.46 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06341, over 18019.63 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3297, pruned_loss=0.0833, over 2461840.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.06119, over 7942.86 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3188, pruned_loss=0.08522, over 2472871.49 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06497, over 19167.43 utterances.], batch size: 28, lr: 8.25e-04
2022-08-21 15:08:17,320 INFO [train.py:927] (2/8) Epoch 3, batch 11850, giga_loss[loss=0.2408, simple_loss=0.3183, pruned_loss=0.08165, over 12305.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03626, over 51.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3209, pruned_loss=0.085, over 2472918.20 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06805, over 18212.67 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3298, pruned_loss=0.08333, over 2462022.43 frames. utt_duration=1243 frames, utt_pad_proportion=0.06034, over 7933.05 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08504, over 2473653.26 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06931, over 19301.49 utterances.], batch size: 51, lr: 8.25e-04
2022-08-21 15:10:03,717 INFO [train.py:927] (2/8) Epoch 3, batch 11900, giga_loss[loss=0.2473, simple_loss=0.3301, pruned_loss=0.0823, over 12353.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03212, over 62.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3246, pruned_loss=0.08705, over 2473102.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.0658, over 18146.21 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.331, pruned_loss=0.08369, over 2462423.79 frames. utt_duration=1246 frames, utt_pad_proportion=0.05915, over 7912.88 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3224, pruned_loss=0.08684, over 2473583.46 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06742, over 19259.16 utterances.], batch size: 62, lr: 8.25e-04
2022-08-21 15:11:46,350 INFO [train.py:927] (2/8) Epoch 3, batch 11950, giga_loss[loss=0.2155, simple_loss=0.3027, pruned_loss=0.0641, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03303, over 31.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3257, pruned_loss=0.0881, over 2473580.07 frames. utt_duration=554 frames, utt_pad_proportion=0.06365, over 17907.99 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3303, pruned_loss=0.0835, over 2462801.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05778, over 7892.54 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3243, pruned_loss=0.08822, over 2473954.53 frames. utt_duration=518.5 frames, utt_pad_proportion=0.0657, over 19141.90 utterances.], batch size: 31, lr: 8.24e-04
2022-08-21 15:13:30,999 INFO [train.py:927] (2/8) Epoch 3, batch 12000, giga_loss[loss=0.2204, simple_loss=0.2989, pruned_loss=0.07095, over 12449.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03609, over 43.00 utterances.], tot_loss[loss=0.252, simple_loss=0.326, pruned_loss=0.08899, over 2473904.87 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0652, over 17843.55 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.33, pruned_loss=0.08362, over 2463037.68 frames. utt_duration=1255 frames, utt_pad_proportion=0.05672, over 7860.52 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3251, pruned_loss=0.08909, over 2474243.58 frames. utt_duration=520.4 frames, utt_pad_proportion=0.0672, over 19073.69 utterances.], batch size: 43, lr: 8.24e-04
2022-08-21 15:13:31,000 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 15:13:44,593 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.2108, simple_loss=0.3143, pruned_loss=0.05366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 15:15:30,663 INFO [train.py:927] (2/8) Epoch 3, batch 12050, giga_loss[loss=0.2908, simple_loss=0.3495, pruned_loss=0.1161, over 12381.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3278, pruned_loss=0.08949, over 2472942.45 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06606, over 17699.14 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3301, pruned_loss=0.0838, over 2463277.14 frames. utt_duration=1256 frames, utt_pad_proportion=0.05583, over 7852.42 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3269, pruned_loss=0.08952, over 2473175.66 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06802, over 18857.71 utterances.], batch size: 258, lr: 8.24e-04
2022-08-21 15:17:13,708 INFO [train.py:927] (2/8) Epoch 3, batch 12100, giga_loss[loss=0.2819, simple_loss=0.3223, pruned_loss=0.1207, over 12339.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2025, over 368.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3288, pruned_loss=0.0903, over 2473245.22 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06627, over 17224.60 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3306, pruned_loss=0.08419, over 2463369.29 frames. utt_duration=1244 frames, utt_pad_proportion=0.05973, over 7927.44 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3276, pruned_loss=0.09008, over 2473552.95 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06645, over 18291.89 utterances.], batch size: 368, lr: 8.23e-04
2022-08-21 15:18:55,703 INFO [train.py:927] (2/8) Epoch 3, batch 12150, giga_loss[loss=0.2949, simple_loss=0.3457, pruned_loss=0.122, over 12377.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09789, over 256.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3282, pruned_loss=0.09037, over 2472535.14 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06764, over 16648.98 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3314, pruned_loss=0.08513, over 2463797.90 frames. utt_duration=1223 frames, utt_pad_proportion=0.06776, over 8064.90 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3263, pruned_loss=0.08954, over 2472825.06 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06423, over 17783.69 utterances.], batch size: 256, lr: 8.23e-04
2022-08-21 15:20:37,370 INFO [train.py:927] (2/8) Epoch 3, batch 12200, libri_loss[loss=0.2254, simple_loss=0.3105, pruned_loss=0.07015, over 12392.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006468, over 31.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3294, pruned_loss=0.09085, over 2472543.92 frames. utt_duration=591.8 frames, utt_pad_proportion=0.07191, over 16754.08 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3323, pruned_loss=0.08531, over 2463810.74 frames. utt_duration=1226 frames, utt_pad_proportion=0.06675, over 8048.68 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3269, pruned_loss=0.09013, over 2472926.54 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06937, over 17827.40 utterances.], batch size: 31, lr: 8.23e-04
2022-08-21 15:22:22,383 INFO [train.py:927] (2/8) Epoch 3, batch 12250, giga_loss[loss=0.2294, simple_loss=0.3204, pruned_loss=0.06921, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.033, over 28.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3291, pruned_loss=0.09052, over 2472064.30 frames. utt_duration=617.5 frames, utt_pad_proportion=0.0672, over 16050.86 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3327, pruned_loss=0.08562, over 2463759.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06595, over 8037.03 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3269, pruned_loss=0.08974, over 2472525.04 frames. utt_duration=582.4 frames, utt_pad_proportion=0.06571, over 17025.62 utterances.], batch size: 28, lr: 8.22e-04
2022-08-21 15:24:05,461 INFO [train.py:927] (2/8) Epoch 3, batch 12300, giga_loss[loss=0.2266, simple_loss=0.2983, pruned_loss=0.07745, over 12463.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.03871, over 34.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3282, pruned_loss=0.09023, over 2472091.20 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06818, over 16310.62 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3325, pruned_loss=0.08612, over 2463992.07 frames. utt_duration=1227 frames, utt_pad_proportion=0.06585, over 8042.77 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3265, pruned_loss=0.08932, over 2472531.54 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06709, over 17351.04 utterances.], batch size: 34, lr: 8.22e-04
2022-08-21 15:25:48,371 INFO [train.py:927] (2/8) Epoch 3, batch 12350, giga_loss[loss=0.2452, simple_loss=0.3174, pruned_loss=0.08648, over 12429.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03421, over 86.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3264, pruned_loss=0.08959, over 2472240.68 frames. utt_duration=626.1 frames, utt_pad_proportion=0.06285, over 15831.33 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3325, pruned_loss=0.08661, over 2464542.97 frames. utt_duration=1231 frames, utt_pad_proportion=0.0645, over 8020.35 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08855, over 2472333.66 frames. utt_duration=585.1 frames, utt_pad_proportion=0.06284, over 16945.36 utterances.], batch size: 86, lr: 8.22e-04
2022-08-21 15:27:30,192 INFO [train.py:927] (2/8) Epoch 3, batch 12400, giga_loss[loss=0.2502, simple_loss=0.3252, pruned_loss=0.08755, over 12312.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03657, over 62.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3243, pruned_loss=0.08851, over 2472181.53 frames. utt_duration=626 frames, utt_pad_proportion=0.06107, over 15834.07 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3317, pruned_loss=0.08668, over 2464291.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06239, over 7960.67 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08769, over 2472848.22 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06198, over 17114.14 utterances.], batch size: 62, lr: 8.22e-04
2022-08-21 15:29:12,335 INFO [train.py:927] (2/8) Epoch 3, batch 12450, giga_loss[loss=0.3077, simple_loss=0.3611, pruned_loss=0.1271, over 12350.00 frames. utt_duration=133.1 frames, utt_pad_proportion=0.208, over 375.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08824, over 2472488.10 frames. utt_duration=611.3 frames, utt_pad_proportion=0.06111, over 16219.14 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3321, pruned_loss=0.08701, over 2464449.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06191, over 7970.27 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08731, over 2472983.50 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06198, over 17333.84 utterances.], batch size: 375, lr: 8.21e-04
2022-08-21 15:30:55,450 INFO [train.py:927] (2/8) Epoch 3, batch 12500, giga_loss[loss=0.2075, simple_loss=0.2807, pruned_loss=0.06717, over 12442.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0363, over 43.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3205, pruned_loss=0.08716, over 2472837.11 frames. utt_duration=607.1 frames, utt_pad_proportion=0.05847, over 16332.26 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3326, pruned_loss=0.08729, over 2464305.36 frames. utt_duration=1238 frames, utt_pad_proportion=0.06148, over 7968.82 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3189, pruned_loss=0.08619, over 2473463.45 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05945, over 17323.69 utterances.], batch size: 43, lr: 8.21e-04
2022-08-21 15:32:37,950 INFO [train.py:927] (2/8) Epoch 3, batch 12550, giga_loss[loss=0.236, simple_loss=0.2997, pruned_loss=0.08614, over 12255.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02908, over 39.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3181, pruned_loss=0.08635, over 2471971.46 frames. utt_duration=625.3 frames, utt_pad_proportion=0.05547, over 15851.48 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3337, pruned_loss=0.08823, over 2464457.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06051, over 7938.51 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3156, pruned_loss=0.0847, over 2472535.08 frames. utt_duration=587 frames, utt_pad_proportion=0.05679, over 16890.32 utterances.], batch size: 39, lr: 8.21e-04
2022-08-21 15:34:21,614 INFO [train.py:927] (2/8) Epoch 3, batch 12600, giga_loss[loss=0.2574, simple_loss=0.3351, pruned_loss=0.0899, over 12386.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03296, over 80.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3181, pruned_loss=0.08586, over 2473336.74 frames. utt_duration=642.7 frames, utt_pad_proportion=0.05162, over 15429.60 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.334, pruned_loss=0.08906, over 2464795.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.0604, over 7956.27 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3153, pruned_loss=0.08376, over 2473749.77 frames. utt_duration=600.5 frames, utt_pad_proportion=0.0529, over 16518.02 utterances.], batch size: 80, lr: 8.20e-04
2022-08-21 15:36:03,458 INFO [train.py:927] (2/8) Epoch 3, batch 12650, giga_loss[loss=0.2214, simple_loss=0.2956, pruned_loss=0.0736, over 12405.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02823, over 58.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3181, pruned_loss=0.08479, over 2473411.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.05253, over 15989.70 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.334, pruned_loss=0.08922, over 2464690.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06006, over 7954.75 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3157, pruned_loss=0.08293, over 2473911.26 frames. utt_duration=586.4 frames, utt_pad_proportion=0.05357, over 16919.06 utterances.], batch size: 58, lr: 8.20e-04
2022-08-21 15:37:43,868 INFO [train.py:927] (2/8) Epoch 3, batch 12700, giga_loss[loss=0.231, simple_loss=0.3076, pruned_loss=0.07725, over 12380.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3182, pruned_loss=0.08429, over 2473607.10 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05883, over 17204.81 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3342, pruned_loss=0.08965, over 2464674.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.05981, over 7962.65 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3158, pruned_loss=0.08236, over 2474206.00 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05934, over 18106.07 utterances.], batch size: 58, lr: 8.20e-04
2022-08-21 15:39:24,447 INFO [train.py:927] (2/8) Epoch 3, batch 12750, giga_loss[loss=0.2069, simple_loss=0.2813, pruned_loss=0.06627, over 12428.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04114, over 31.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3181, pruned_loss=0.08463, over 2473660.45 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0571, over 17499.38 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3343, pruned_loss=0.08991, over 2464854.16 frames. utt_duration=1243 frames, utt_pad_proportion=0.05918, over 7938.32 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3158, pruned_loss=0.08278, over 2474094.58 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05781, over 18368.09 utterances.], batch size: 31, lr: 8.19e-04
2022-08-21 15:41:06,288 INFO [train.py:927] (2/8) Epoch 3, batch 12800, giga_loss[loss=0.3471, simple_loss=0.3927, pruned_loss=0.1508, over 12384.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3202, pruned_loss=0.08693, over 2473360.11 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05615, over 17047.20 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3345, pruned_loss=0.09112, over 2464958.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.06177, over 7950.85 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3177, pruned_loss=0.08424, over 2473919.85 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0558, over 18076.60 utterances.], batch size: 257, lr: 8.19e-04
2022-08-21 15:42:47,175 INFO [train.py:927] (2/8) Epoch 3, batch 12850, giga_loss[loss=0.2183, simple_loss=0.2987, pruned_loss=0.0689, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04395, over 31.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3226, pruned_loss=0.0882, over 2472877.94 frames. utt_duration=589 frames, utt_pad_proportion=0.05433, over 16837.50 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3342, pruned_loss=0.09142, over 2465181.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.06039, over 7931.93 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3204, pruned_loss=0.08565, over 2473373.03 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05462, over 17973.12 utterances.], batch size: 31, lr: 8.19e-04
2022-08-21 15:44:29,487 INFO [train.py:927] (2/8) Epoch 3, batch 12900, giga_loss[loss=0.225, simple_loss=0.2981, pruned_loss=0.07593, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03055, over 42.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3225, pruned_loss=0.08797, over 2472203.92 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05605, over 16341.26 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3345, pruned_loss=0.09212, over 2465181.11 frames. utt_duration=1237 frames, utt_pad_proportion=0.0629, over 7981.98 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3202, pruned_loss=0.0852, over 2472858.25 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05517, over 17484.24 utterances.], batch size: 42, lr: 8.18e-04
2022-08-21 15:46:13,535 INFO [train.py:927] (2/8) Epoch 3, batch 12950, giga_loss[loss=0.2499, simple_loss=0.311, pruned_loss=0.09443, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05063, over 26.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3241, pruned_loss=0.0887, over 2473030.83 frames. utt_duration=604.8 frames, utt_pad_proportion=0.0556, over 16395.26 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.335, pruned_loss=0.09245, over 2465576.35 frames. utt_duration=1239 frames, utt_pad_proportion=0.0622, over 7968.30 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3216, pruned_loss=0.08616, over 2473283.73 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05516, over 17426.04 utterances.], batch size: 26, lr: 8.18e-04
2022-08-21 15:47:52,963 INFO [train.py:927] (2/8) Epoch 3, batch 13000, giga_loss[loss=0.2108, simple_loss=0.2879, pruned_loss=0.06688, over 12311.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.02819, over 48.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3238, pruned_loss=0.08848, over 2473302.16 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05605, over 16646.76 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3366, pruned_loss=0.09303, over 2465766.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.06078, over 7948.55 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3202, pruned_loss=0.08582, over 2473529.81 frames. utt_duration=559.9 frames, utt_pad_proportion=0.0562, over 17719.78 utterances.], batch size: 48, lr: 8.18e-04
2022-08-21 15:49:34,547 INFO [train.py:927] (2/8) Epoch 3, batch 13050, giga_loss[loss=0.2351, simple_loss=0.3173, pruned_loss=0.0765, over 12397.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02954, over 62.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3209, pruned_loss=0.08664, over 2473833.84 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05621, over 16676.61 utterances.], libri_tot_loss[loss=0.2621, simple_loss=0.3369, pruned_loss=0.09361, over 2466089.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.06006, over 7933.40 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3176, pruned_loss=0.08399, over 2473836.70 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05657, over 17648.71 utterances.], batch size: 62, lr: 8.18e-04
2022-08-21 15:51:14,362 INFO [train.py:927] (2/8) Epoch 3, batch 13100, giga_loss[loss=0.2644, simple_loss=0.3396, pruned_loss=0.09461, over 12389.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03533, over 80.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08563, over 2473623.21 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06111, over 17369.87 utterances.], libri_tot_loss[loss=0.2618, simple_loss=0.3363, pruned_loss=0.09362, over 2466049.19 frames. utt_duration=1251 frames, utt_pad_proportion=0.05916, over 7894.53 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3187, pruned_loss=0.08334, over 2473825.14 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06145, over 18367.44 utterances.], batch size: 80, lr: 8.17e-04
2022-08-21 15:52:54,555 INFO [train.py:927] (2/8) Epoch 3, batch 13150, giga_loss[loss=0.2505, simple_loss=0.3206, pruned_loss=0.09022, over 12355.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02917, over 91.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08572, over 2473749.23 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05934, over 17320.88 utterances.], libri_tot_loss[loss=0.2621, simple_loss=0.3365, pruned_loss=0.09387, over 2465922.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.058, over 7870.40 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3178, pruned_loss=0.08347, over 2474178.64 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06015, over 18350.25 utterances.], batch size: 91, lr: 8.17e-04
2022-08-21 15:54:35,091 INFO [train.py:927] (2/8) Epoch 3, batch 13200, giga_loss[loss=0.2153, simple_loss=0.2922, pruned_loss=0.06915, over 12387.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03042, over 62.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3195, pruned_loss=0.08669, over 2473442.83 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06102, over 17929.94 utterances.], libri_tot_loss[loss=0.2625, simple_loss=0.3367, pruned_loss=0.09411, over 2465454.41 frames. utt_duration=1257 frames, utt_pad_proportion=0.05716, over 7856.02 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3171, pruned_loss=0.08459, over 2474370.35 frames. utt_duration=524 frames, utt_pad_proportion=0.06191, over 18940.56 utterances.], batch size: 62, lr: 8.17e-04
2022-08-21 15:56:22,064 INFO [train.py:927] (2/8) Epoch 3, batch 13250, libri_loss[loss=0.3707, simple_loss=0.4324, pruned_loss=0.1545, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006742, over 37.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3189, pruned_loss=0.08762, over 2473866.67 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05853, over 17694.32 utterances.], libri_tot_loss[loss=0.264, simple_loss=0.3378, pruned_loss=0.09512, over 2465695.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.05664, over 7867.03 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3154, pruned_loss=0.08481, over 2474604.58 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05961, over 18766.39 utterances.], batch size: 37, lr: 8.16e-04
2022-08-21 15:58:02,149 INFO [train.py:927] (2/8) Epoch 3, batch 13300, giga_loss[loss=0.1863, simple_loss=0.2635, pruned_loss=0.05452, over 12247.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0275, over 42.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3139, pruned_loss=0.08496, over 2474054.88 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06103, over 17893.13 utterances.], libri_tot_loss[loss=0.2644, simple_loss=0.3382, pruned_loss=0.09534, over 2465594.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05619, over 7858.38 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3107, pruned_loss=0.08247, over 2474812.11 frames. utt_duration=527 frames, utt_pad_proportion=0.06194, over 18837.77 utterances.], batch size: 42, lr: 8.16e-04
2022-08-21 15:59:43,674 INFO [train.py:927] (2/8) Epoch 3, batch 13350, giga_loss[loss=0.2423, simple_loss=0.3202, pruned_loss=0.08226, over 12448.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03481, over 98.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3124, pruned_loss=0.08438, over 2473954.14 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06082, over 17959.85 utterances.], libri_tot_loss[loss=0.265, simple_loss=0.3382, pruned_loss=0.09591, over 2465560.25 frames. utt_duration=1258 frames, utt_pad_proportion=0.05535, over 7846.75 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3089, pruned_loss=0.08151, over 2474914.95 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06195, over 19087.76 utterances.], batch size: 98, lr: 8.16e-04
2022-08-21 16:01:24,901 INFO [train.py:927] (2/8) Epoch 3, batch 13400, giga_loss[loss=0.2493, simple_loss=0.325, pruned_loss=0.08685, over 12365.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3138, pruned_loss=0.08478, over 2474485.71 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05937, over 17394.03 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.338, pruned_loss=0.09619, over 2465725.93 frames. utt_duration=1259 frames, utt_pad_proportion=0.05436, over 7842.74 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3101, pruned_loss=0.08176, over 2475428.03 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06087, over 18670.51 utterances.], batch size: 58, lr: 8.15e-04
2022-08-21 16:03:08,291 INFO [train.py:927] (2/8) Epoch 3, batch 13450, giga_loss[loss=0.2301, simple_loss=0.312, pruned_loss=0.07413, over 12242.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02608, over 39.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3166, pruned_loss=0.08567, over 2474850.09 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06091, over 17827.87 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3382, pruned_loss=0.0966, over 2465988.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.05465, over 7861.93 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3134, pruned_loss=0.0828, over 2475481.18 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06195, over 18946.97 utterances.], batch size: 39, lr: 8.15e-04
2022-08-21 16:04:52,094 INFO [train.py:927] (2/8) Epoch 3, batch 13500, giga_loss[loss=0.3001, simple_loss=0.3728, pruned_loss=0.1137, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03891, over 37.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3231, pruned_loss=0.08927, over 2474522.14 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06767, over 18790.38 utterances.], libri_tot_loss[loss=0.2661, simple_loss=0.3391, pruned_loss=0.09661, over 2465915.91 frames. utt_duration=1258 frames, utt_pad_proportion=0.05406, over 7849.11 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3194, pruned_loss=0.08685, over 2475194.02 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06837, over 19818.40 utterances.], batch size: 37, lr: 8.15e-04
2022-08-21 16:06:39,127 INFO [train.py:927] (2/8) Epoch 3, batch 13550, giga_loss[loss=0.3127, simple_loss=0.376, pruned_loss=0.1247, over 12343.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03046, over 91.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3355, pruned_loss=0.09784, over 2474166.49 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06946, over 19247.90 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3436, pruned_loss=0.09892, over 2466002.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05361, over 7844.05 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3285, pruned_loss=0.09386, over 2474780.47 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07017, over 20267.30 utterances.], batch size: 91, lr: 8.14e-04
2022-08-21 16:08:23,804 INFO [train.py:927] (2/8) Epoch 3, batch 13600, giga_loss[loss=0.3294, simple_loss=0.3795, pruned_loss=0.1396, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03991, over 113.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3411, pruned_loss=0.1029, over 2474326.10 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06473, over 19079.11 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3434, pruned_loss=0.09961, over 2466287.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05302, over 7822.01 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3357, pruned_loss=0.09915, over 2474751.10 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06582, over 20148.91 utterances.], batch size: 113, lr: 8.14e-04
2022-08-21 16:10:10,262 INFO [train.py:927] (2/8) Epoch 3, batch 13650, giga_loss[loss=0.2715, simple_loss=0.3405, pruned_loss=0.1013, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05194, over 161.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3463, pruned_loss=0.1074, over 2473997.66 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07096, over 19581.30 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3433, pruned_loss=0.09967, over 2466132.71 frames. utt_duration=1252 frames, utt_pad_proportion=0.05657, over 7888.82 utterances.], giga_tot_loss[loss=0.2755, simple_loss=0.342, pruned_loss=0.1045, over 2474517.44 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07049, over 20459.27 utterances.], batch size: 161, lr: 8.14e-04
2022-08-21 16:11:56,609 INFO [train.py:927] (2/8) Epoch 3, batch 13700, giga_loss[loss=0.2881, simple_loss=0.3509, pruned_loss=0.1127, over 12376.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03044, over 97.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.3524, pruned_loss=0.1145, over 2474680.59 frames. utt_duration=468.9 frames, utt_pad_proportion=0.0782, over 21178.26 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3429, pruned_loss=0.09988, over 2466422.87 frames. utt_duration=1257 frames, utt_pad_proportion=0.05524, over 7857.49 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3495, pruned_loss=0.1122, over 2475065.23 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07809, over 22286.04 utterances.], batch size: 97, lr: 8.14e-04
2022-08-21 16:13:47,529 INFO [train.py:927] (2/8) Epoch 3, batch 13750, giga_loss[loss=0.2875, simple_loss=0.3507, pruned_loss=0.1121, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02778, over 54.00 utterances.], tot_loss[loss=0.2992, simple_loss=0.3584, pruned_loss=0.1201, over 2474767.14 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07776, over 21884.84 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3427, pruned_loss=0.09976, over 2466348.76 frames. utt_duration=1259 frames, utt_pad_proportion=0.05508, over 7846.20 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3563, pruned_loss=0.1185, over 2475168.29 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07776, over 22819.70 utterances.], batch size: 54, lr: 8.13e-04
2022-08-21 16:15:38,067 INFO [train.py:927] (2/8) Epoch 3, batch 13800, giga_loss[loss=0.2775, simple_loss=0.3438, pruned_loss=0.1056, over 12320.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.03426, over 51.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3592, pruned_loss=0.1208, over 2474342.47 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07717, over 21586.82 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3432, pruned_loss=0.09995, over 2466244.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05372, over 7821.12 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3576, pruned_loss=0.12, over 2474979.08 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07778, over 22771.56 utterances.], batch size: 51, lr: 8.13e-04
2022-08-21 16:17:22,248 INFO [train.py:927] (2/8) Epoch 3, batch 13850, giga_loss[loss=0.2505, simple_loss=0.334, pruned_loss=0.08353, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02846, over 45.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3601, pruned_loss=0.1223, over 2474334.17 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07884, over 22031.62 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3433, pruned_loss=0.1003, over 2466170.24 frames. utt_duration=1252 frames, utt_pad_proportion=0.05533, over 7891.25 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3591, pruned_loss=0.1217, over 2475040.17 frames. utt_duration=429.1 frames, utt_pad_proportion=0.0789, over 23152.31 utterances.], batch size: 45, lr: 8.13e-04
2022-08-21 16:19:05,636 INFO [train.py:927] (2/8) Epoch 3, batch 13900, libri_loss[loss=0.2824, simple_loss=0.3527, pruned_loss=0.1061, over 12420.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02109, over 43.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3616, pruned_loss=0.1227, over 2474937.42 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07534, over 21527.10 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3434, pruned_loss=0.1007, over 2466681.62 frames. utt_duration=1240 frames, utt_pad_proportion=0.05884, over 7968.02 utterances.], giga_tot_loss[loss=0.303, simple_loss=0.3611, pruned_loss=0.1225, over 2475254.24 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07477, over 22728.48 utterances.], batch size: 43, lr: 8.12e-04
2022-08-21 16:20:55,771 INFO [train.py:927] (2/8) Epoch 3, batch 13950, giga_loss[loss=0.3855, simple_loss=0.4083, pruned_loss=0.1814, over 12368.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1876, over 362.00 utterances.], tot_loss[loss=0.3006, simple_loss=0.36, pruned_loss=0.1206, over 2474042.76 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07535, over 21927.85 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3431, pruned_loss=0.1005, over 2466790.29 frames. utt_duration=1243 frames, utt_pad_proportion=0.05798, over 7949.83 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3602, pruned_loss=0.1209, over 2474343.25 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07526, over 23147.45 utterances.], batch size: 362, lr: 8.12e-04
2022-08-21 16:22:42,464 INFO [train.py:927] (2/8) Epoch 3, batch 14000, giga_loss[loss=0.279, simple_loss=0.3503, pruned_loss=0.1038, over 12445.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03003, over 80.00 utterances.], tot_loss[loss=0.296, simple_loss=0.3571, pruned_loss=0.1174, over 2474782.28 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07785, over 22454.33 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3432, pruned_loss=0.1007, over 2467124.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.05753, over 7951.49 utterances.], giga_tot_loss[loss=0.2964, simple_loss=0.3573, pruned_loss=0.1178, over 2474806.95 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07793, over 23627.40 utterances.], batch size: 80, lr: 8.12e-04
2022-08-21 16:24:28,323 INFO [train.py:927] (2/8) Epoch 3, batch 14050, giga_loss[loss=0.3619, simple_loss=0.3977, pruned_loss=0.163, over 12392.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2929, simple_loss=0.3543, pruned_loss=0.1157, over 2474595.75 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07814, over 22338.20 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.343, pruned_loss=0.101, over 2467188.13 frames. utt_duration=1242 frames, utt_pad_proportion=0.05699, over 7956.66 utterances.], giga_tot_loss[loss=0.2941, simple_loss=0.3553, pruned_loss=0.1164, over 2474904.76 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07865, over 23869.50 utterances.], batch size: 258, lr: 8.11e-04
2022-08-21 16:26:16,002 INFO [train.py:927] (2/8) Epoch 3, batch 14100, giga_loss[loss=0.2816, simple_loss=0.343, pruned_loss=0.1102, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3508, pruned_loss=0.1125, over 2474587.87 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07512, over 21480.36 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3424, pruned_loss=0.1006, over 2467067.90 frames. utt_duration=1245 frames, utt_pad_proportion=0.05654, over 7934.35 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3522, pruned_loss=0.1135, over 2475038.44 frames. utt_duration=434 frames, utt_pad_proportion=0.07591, over 22890.05 utterances.], batch size: 133, lr: 8.11e-04
2022-08-21 16:28:08,983 INFO [train.py:927] (2/8) Epoch 3, batch 14150, giga_loss[loss=0.2353, simple_loss=0.3147, pruned_loss=0.07797, over 12128.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04085, over 33.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3506, pruned_loss=0.1114, over 2475224.88 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07676, over 22063.71 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3427, pruned_loss=0.1009, over 2467341.90 frames. utt_duration=1247 frames, utt_pad_proportion=0.05579, over 7924.78 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3516, pruned_loss=0.1121, over 2475477.53 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07758, over 23421.90 utterances.], batch size: 33, lr: 8.11e-04
2022-08-21 16:29:53,997 INFO [train.py:927] (2/8) Epoch 3, batch 14200, giga_loss[loss=0.256, simple_loss=0.3243, pruned_loss=0.09388, over 12372.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03091, over 51.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3511, pruned_loss=0.1109, over 2475622.81 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07722, over 21719.08 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3422, pruned_loss=0.1009, over 2467735.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.05472, over 7895.61 utterances.], giga_tot_loss[loss=0.288, simple_loss=0.3525, pruned_loss=0.1117, over 2475691.42 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07841, over 23204.92 utterances.], batch size: 51, lr: 8.10e-04
2022-08-21 16:31:42,792 INFO [train.py:927] (2/8) Epoch 3, batch 14250, giga_loss[loss=0.2631, simple_loss=0.3338, pruned_loss=0.0962, over 12368.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3486, pruned_loss=0.1091, over 2474621.03 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07585, over 21076.59 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3412, pruned_loss=0.1006, over 2467516.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05343, over 7842.94 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3509, pruned_loss=0.1104, over 2475108.59 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07751, over 22750.59 utterances.], batch size: 58, lr: 8.10e-04
2022-08-21 16:33:28,539 INFO [train.py:927] (2/8) Epoch 3, batch 14300, giga_loss[loss=0.2474, simple_loss=0.3294, pruned_loss=0.08274, over 12459.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03023, over 55.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3457, pruned_loss=0.1078, over 2475034.47 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07648, over 21046.68 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3409, pruned_loss=0.1007, over 2467475.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05265, over 7826.21 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3479, pruned_loss=0.1089, over 2475599.17 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07816, over 22634.58 utterances.], batch size: 55, lr: 8.10e-04
2022-08-21 16:35:16,902 INFO [train.py:927] (2/8) Epoch 3, batch 14350, giga_loss[loss=0.2348, simple_loss=0.3205, pruned_loss=0.07451, over 12303.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03571, over 51.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3453, pruned_loss=0.1065, over 2474744.08 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07214, over 19842.54 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3413, pruned_loss=0.1011, over 2467404.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.05632, over 7881.46 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3467, pruned_loss=0.107, over 2475387.80 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0727, over 21276.04 utterances.], batch size: 51, lr: 8.10e-04
2022-08-21 16:37:03,059 INFO [train.py:927] (2/8) Epoch 3, batch 14400, giga_loss[loss=0.2408, simple_loss=0.3112, pruned_loss=0.08519, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04702, over 26.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3464, pruned_loss=0.1066, over 2475179.51 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07137, over 19678.15 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3418, pruned_loss=0.1014, over 2467832.58 frames. utt_duration=1253 frames, utt_pad_proportion=0.05498, over 7884.86 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3473, pruned_loss=0.107, over 2475537.18 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07247, over 21187.08 utterances.], batch size: 26, lr: 8.09e-04
2022-08-21 16:38:48,990 INFO [train.py:927] (2/8) Epoch 3, batch 14450, giga_loss[loss=0.2413, simple_loss=0.3046, pruned_loss=0.08896, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04204, over 31.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3446, pruned_loss=0.1062, over 2475490.86 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07649, over 19594.89 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3419, pruned_loss=0.1017, over 2468246.82 frames. utt_duration=1233 frames, utt_pad_proportion=0.06164, over 8013.94 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3454, pruned_loss=0.1064, over 2475775.78 frames. utt_duration=467 frames, utt_pad_proportion=0.07526, over 21268.78 utterances.], batch size: 31, lr: 8.09e-04
2022-08-21 16:40:33,492 INFO [train.py:927] (2/8) Epoch 3, batch 14500, libri_loss[loss=0.2796, simple_loss=0.3403, pruned_loss=0.1095, over 12297.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005313, over 32.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3443, pruned_loss=0.1067, over 2475345.78 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07414, over 19798.23 utterances.], libri_tot_loss[loss=0.273, simple_loss=0.3421, pruned_loss=0.1019, over 2468108.70 frames. utt_duration=1233 frames, utt_pad_proportion=0.06108, over 8016.62 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3448, pruned_loss=0.1068, over 2475837.23 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07363, over 21354.12 utterances.], batch size: 32, lr: 8.09e-04
2022-08-21 16:42:18,058 INFO [train.py:927] (2/8) Epoch 3, batch 14550, giga_loss[loss=0.2644, simple_loss=0.3342, pruned_loss=0.0973, over 12336.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3416, pruned_loss=0.105, over 2474943.84 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07308, over 19287.50 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.342, pruned_loss=0.1019, over 2468020.55 frames. utt_duration=1234 frames, utt_pad_proportion=0.06049, over 8007.39 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3421, pruned_loss=0.1051, over 2475544.82 frames. utt_duration=479 frames, utt_pad_proportion=0.073, over 20735.30 utterances.], batch size: 85, lr: 8.08e-04
2022-08-21 16:44:03,517 INFO [train.py:927] (2/8) Epoch 3, batch 14600, giga_loss[loss=0.2864, simple_loss=0.353, pruned_loss=0.1099, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05213, over 161.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3423, pruned_loss=0.106, over 2474656.15 frames. utt_duration=505.4 frames, utt_pad_proportion=0.07363, over 19642.91 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3419, pruned_loss=0.1022, over 2468127.95 frames. utt_duration=1239 frames, utt_pad_proportion=0.0591, over 7980.42 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3428, pruned_loss=0.106, over 2475213.09 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07416, over 21140.30 utterances.], batch size: 161, lr: 8.08e-04
2022-08-21 16:45:47,091 INFO [train.py:927] (2/8) Epoch 3, batch 14650, giga_loss[loss=0.2668, simple_loss=0.336, pruned_loss=0.09883, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04069, over 113.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3411, pruned_loss=0.1043, over 2474977.31 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07039, over 19011.03 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3411, pruned_loss=0.1019, over 2468294.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.05778, over 7958.45 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3422, pruned_loss=0.1046, over 2475473.97 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07165, over 20577.02 utterances.], batch size: 113, lr: 8.08e-04
2022-08-21 16:47:34,265 INFO [train.py:927] (2/8) Epoch 3, batch 14700, giga_loss[loss=0.2547, simple_loss=0.3306, pruned_loss=0.08936, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3411, pruned_loss=0.1039, over 2474845.93 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06744, over 18923.79 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3412, pruned_loss=0.1019, over 2468464.48 frames. utt_duration=1243 frames, utt_pad_proportion=0.05709, over 7950.35 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3419, pruned_loss=0.1042, over 2475245.23 frames. utt_duration=486 frames, utt_pad_proportion=0.069, over 20431.44 utterances.], batch size: 105, lr: 8.08e-04
2022-08-21 16:49:19,376 INFO [train.py:927] (2/8) Epoch 3, batch 14750, giga_loss[loss=0.2925, simple_loss=0.3498, pruned_loss=0.1176, over 12436.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04119, over 146.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3448, pruned_loss=0.1077, over 2475701.97 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07274, over 20028.17 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3414, pruned_loss=0.1021, over 2468711.48 frames. utt_duration=1244 frames, utt_pad_proportion=0.05642, over 7945.14 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3454, pruned_loss=0.1078, over 2475896.59 frames. utt_duration=464.8 frames, utt_pad_proportion=0.0739, over 21375.26 utterances.], batch size: 146, lr: 8.07e-04
2022-08-21 16:51:03,495 INFO [train.py:927] (2/8) Epoch 3, batch 14800, giga_loss[loss=0.333, simple_loss=0.3828, pruned_loss=0.1416, over 12409.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05748, over 182.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.347, pruned_loss=0.1107, over 2475282.10 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07438, over 20686.53 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.341, pruned_loss=0.1019, over 2468335.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.05519, over 7915.15 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3479, pruned_loss=0.1112, over 2475977.65 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07576, over 22139.10 utterances.], batch size: 182, lr: 8.07e-04
2022-08-21 16:52:49,957 INFO [train.py:927] (2/8) Epoch 3, batch 14850, giga_loss[loss=0.2956, simple_loss=0.3602, pruned_loss=0.1155, over 12403.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05595, over 162.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3464, pruned_loss=0.1103, over 2474636.75 frames. utt_duration=484 frames, utt_pad_proportion=0.07536, over 20513.04 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3414, pruned_loss=0.102, over 2468415.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.05457, over 7899.52 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3467, pruned_loss=0.1107, over 2475191.20 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07666, over 21833.76 utterances.], batch size: 162, lr: 8.07e-04
2022-08-21 16:54:32,560 INFO [train.py:927] (2/8) Epoch 3, batch 14900, giga_loss[loss=0.257, simple_loss=0.3247, pruned_loss=0.09461, over 12264.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02873, over 42.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3438, pruned_loss=0.1074, over 2474945.69 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07227, over 20214.78 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.341, pruned_loss=0.1018, over 2468419.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05325, over 7883.66 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3447, pruned_loss=0.1081, over 2475628.74 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07421, over 21757.46 utterances.], batch size: 42, lr: 8.06e-04
2022-08-21 16:56:19,202 INFO [train.py:927] (2/8) Epoch 3, batch 14950, giga_loss[loss=0.2805, simple_loss=0.3443, pruned_loss=0.1084, over 12400.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04371, over 146.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3415, pruned_loss=0.1065, over 2474605.96 frames. utt_duration=498 frames, utt_pad_proportion=0.07245, over 19934.17 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3409, pruned_loss=0.102, over 2468163.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.05251, over 7869.15 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3423, pruned_loss=0.107, over 2475487.62 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07435, over 21384.98 utterances.], batch size: 146, lr: 8.06e-04
2022-08-21 16:58:00,772 INFO [train.py:927] (2/8) Epoch 3, batch 15000, giga_loss[loss=0.3103, simple_loss=0.371, pruned_loss=0.1248, over 12368.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02944, over 85.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3437, pruned_loss=0.1072, over 2475183.12 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06999, over 19843.30 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3424, pruned_loss=0.1025, over 2468482.94 frames. utt_duration=1253 frames, utt_pad_proportion=0.05237, over 7891.61 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.343, pruned_loss=0.1072, over 2475715.16 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07186, over 21196.44 utterances.], batch size: 85, lr: 8.06e-04
2022-08-21 16:58:00,773 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 16:58:14,910 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.2021, simple_loss=0.3094, pruned_loss=0.04745, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 17:00:03,144 INFO [train.py:927] (2/8) Epoch 3, batch 15050, giga_loss[loss=0.3468, simple_loss=0.3994, pruned_loss=0.1471, over 12390.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07417, over 212.00 utterances.], tot_loss[loss=0.28, simple_loss=0.347, pruned_loss=0.1065, over 2474981.11 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06681, over 19682.28 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3425, pruned_loss=0.1026, over 2468314.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.0515, over 7874.02 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3465, pruned_loss=0.1066, over 2475776.20 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06894, over 21115.27 utterances.], batch size: 212, lr: 8.05e-04
2022-08-21 17:01:48,378 INFO [train.py:927] (2/8) Epoch 3, batch 15100, giga_loss[loss=0.2439, simple_loss=0.3251, pruned_loss=0.0813, over 12386.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02969, over 58.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3486, pruned_loss=0.1083, over 2474790.00 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07214, over 20368.27 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3422, pruned_loss=0.1025, over 2468604.64 frames. utt_duration=1257 frames, utt_pad_proportion=0.05084, over 7866.73 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3485, pruned_loss=0.1085, over 2475282.58 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07376, over 21710.02 utterances.], batch size: 58, lr: 8.05e-04
2022-08-21 17:03:33,012 INFO [train.py:927] (2/8) Epoch 3, batch 15150, giga_loss[loss=0.2798, simple_loss=0.3455, pruned_loss=0.107, over 12321.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02732, over 79.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3497, pruned_loss=0.1104, over 2475411.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07264, over 20798.64 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3421, pruned_loss=0.1026, over 2468852.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.04989, over 7852.14 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3499, pruned_loss=0.1106, over 2475700.17 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07435, over 22172.78 utterances.], batch size: 79, lr: 8.05e-04
2022-08-21 17:05:18,836 INFO [train.py:927] (2/8) Epoch 3, batch 15200, giga_loss[loss=0.2986, simple_loss=0.352, pruned_loss=0.1226, over 12366.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03478, over 104.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3476, pruned_loss=0.11, over 2475118.59 frames. utt_duration=478 frames, utt_pad_proportion=0.07943, over 20776.70 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3426, pruned_loss=0.103, over 2469091.05 frames. utt_duration=1241 frames, utt_pad_proportion=0.05516, over 7968.21 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3475, pruned_loss=0.1099, over 2475255.42 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07911, over 21998.74 utterances.], batch size: 104, lr: 8.05e-04
2022-08-21 17:07:11,577 INFO [train.py:927] (2/8) Epoch 3, batch 15250, giga_loss[loss=0.2336, simple_loss=0.3137, pruned_loss=0.07679, over 12408.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02817, over 58.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3476, pruned_loss=0.1111, over 2474609.02 frames. utt_duration=469 frames, utt_pad_proportion=0.07932, over 21173.77 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3429, pruned_loss=0.1033, over 2468964.44 frames. utt_duration=1227 frames, utt_pad_proportion=0.05956, over 8060.92 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3473, pruned_loss=0.111, over 2474984.74 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07784, over 22415.82 utterances.], batch size: 58, lr: 8.04e-04
2022-08-21 17:08:55,443 INFO [train.py:927] (2/8) Epoch 3, batch 15300, giga_loss[loss=0.238, simple_loss=0.3137, pruned_loss=0.08117, over 12373.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03067, over 58.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3467, pruned_loss=0.1112, over 2474654.78 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07757, over 20579.44 utterances.], libri_tot_loss[loss=0.2751, simple_loss=0.3428, pruned_loss=0.1037, over 2469447.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.06161, over 8112.95 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3467, pruned_loss=0.111, over 2474763.87 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07601, over 22064.76 utterances.], batch size: 58, lr: 8.04e-04
2022-08-21 17:10:41,939 INFO [train.py:927] (2/8) Epoch 3, batch 15350, giga_loss[loss=0.2975, simple_loss=0.3572, pruned_loss=0.1189, over 12356.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03415, over 122.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3437, pruned_loss=0.1094, over 2474115.21 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07713, over 20189.92 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3418, pruned_loss=0.1032, over 2469521.46 frames. utt_duration=1224 frames, utt_pad_proportion=0.06066, over 8078.20 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3447, pruned_loss=0.1099, over 2474324.96 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07636, over 21855.31 utterances.], batch size: 122, lr: 8.04e-04
2022-08-21 17:12:25,448 INFO [train.py:927] (2/8) Epoch 3, batch 15400, libri_loss[loss=0.2611, simple_loss=0.3102, pruned_loss=0.106, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007524, over 31.00 utterances.], tot_loss[loss=0.2826, simple_loss=0.3453, pruned_loss=0.11, over 2474419.06 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07535, over 20023.74 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.342, pruned_loss=0.1037, over 2469546.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.06039, over 8085.86 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.346, pruned_loss=0.1102, over 2474717.68 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07519, over 21754.62 utterances.], batch size: 31, lr: 8.03e-04
2022-08-21 17:14:12,201 INFO [train.py:927] (2/8) Epoch 3, batch 15450, libri_loss[loss=0.2217, simple_loss=0.2879, pruned_loss=0.07772, over 12060.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007361, over 28.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3452, pruned_loss=0.1099, over 2474008.56 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07189, over 19814.59 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3411, pruned_loss=0.1033, over 2469064.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.0588, over 8043.04 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3467, pruned_loss=0.1106, over 2474891.24 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07272, over 21695.02 utterances.], batch size: 28, lr: 8.03e-04
2022-08-21 17:15:55,254 INFO [train.py:927] (2/8) Epoch 3, batch 15500, giga_loss[loss=0.2602, simple_loss=0.348, pruned_loss=0.08623, over 12376.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02804, over 70.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3462, pruned_loss=0.1076, over 2473287.28 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0742, over 19716.79 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3413, pruned_loss=0.1033, over 2469049.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.05894, over 8059.15 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3473, pruned_loss=0.1082, over 2474064.09 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07477, over 21358.50 utterances.], batch size: 70, lr: 8.03e-04
2022-08-21 17:17:39,222 INFO [train.py:927] (2/8) Epoch 3, batch 15550, giga_loss[loss=0.2376, simple_loss=0.3166, pruned_loss=0.07929, over 12378.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3506, pruned_loss=0.1093, over 2474757.62 frames. utt_duration=508 frames, utt_pad_proportion=0.06856, over 19542.67 utterances.], libri_tot_loss[loss=0.274, simple_loss=0.3415, pruned_loss=0.1033, over 2469391.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.05829, over 8042.31 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3514, pruned_loss=0.11, over 2475133.77 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06966, over 21008.43 utterances.], batch size: 70, lr: 8.02e-04
2022-08-21 17:19:21,902 INFO [train.py:927] (2/8) Epoch 3, batch 15600, giga_loss[loss=0.2727, simple_loss=0.3446, pruned_loss=0.1004, over 12376.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04622, over 26.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3528, pruned_loss=0.1121, over 2474184.56 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07392, over 20023.67 utterances.], libri_tot_loss[loss=0.2733, simple_loss=0.3409, pruned_loss=0.1028, over 2469044.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.05638, over 7969.98 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3546, pruned_loss=0.1134, over 2475088.65 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07534, over 21915.85 utterances.], batch size: 26, lr: 8.02e-04
2022-08-21 17:21:05,154 INFO [train.py:927] (2/8) Epoch 3, batch 15650, giga_loss[loss=0.3019, simple_loss=0.3615, pruned_loss=0.1211, over 12457.00 frames. utt_duration=959.9 frames, utt_pad_proportion=0.03914, over 52.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3519, pruned_loss=0.1118, over 2474244.94 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07276, over 19816.27 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3402, pruned_loss=0.1025, over 2468909.65 frames. utt_duration=1244 frames, utt_pad_proportion=0.0554, over 7947.48 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3544, pruned_loss=0.1135, over 2475261.21 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07456, over 21742.29 utterances.], batch size: 52, lr: 8.02e-04
2022-08-21 17:22:50,260 INFO [train.py:927] (2/8) Epoch 3, batch 15700, giga_loss[loss=0.2736, simple_loss=0.3535, pruned_loss=0.09689, over 12344.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03335, over 58.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3502, pruned_loss=0.1093, over 2474185.60 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07826, over 20322.82 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3399, pruned_loss=0.1024, over 2468985.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.05876, over 8003.52 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3528, pruned_loss=0.1109, over 2475052.78 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07829, over 22149.19 utterances.], batch size: 58, lr: 8.02e-04
2022-08-21 17:24:36,890 INFO [train.py:927] (2/8) Epoch 3, batch 15750, giga_loss[loss=0.2697, simple_loss=0.346, pruned_loss=0.09674, over 12326.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02548, over 45.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3507, pruned_loss=0.1097, over 2474603.23 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07481, over 20109.82 utterances.], libri_tot_loss[loss=0.2725, simple_loss=0.3398, pruned_loss=0.1026, over 2468928.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06227, over 8057.96 utterances.], giga_tot_loss[loss=0.2876, simple_loss=0.3532, pruned_loss=0.1111, over 2475508.02 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07417, over 21861.00 utterances.], batch size: 45, lr: 8.01e-04
2022-08-21 17:26:24,041 INFO [train.py:927] (2/8) Epoch 3, batch 15800, giga_loss[loss=0.2696, simple_loss=0.3391, pruned_loss=0.1, over 12292.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.02576, over 54.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3494, pruned_loss=0.1096, over 2474493.38 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07542, over 20604.54 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3395, pruned_loss=0.1025, over 2469038.83 frames. utt_duration=1230 frames, utt_pad_proportion=0.06159, over 8038.22 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3518, pruned_loss=0.1108, over 2475182.12 frames. utt_duration=448 frames, utt_pad_proportion=0.07517, over 22175.09 utterances.], batch size: 54, lr: 8.01e-04
2022-08-21 17:28:09,333 INFO [train.py:927] (2/8) Epoch 3, batch 15850, giga_loss[loss=0.2223, simple_loss=0.296, pruned_loss=0.07423, over 12474.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03406, over 43.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3467, pruned_loss=0.1082, over 2474432.65 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07228, over 20397.52 utterances.], libri_tot_loss[loss=0.2723, simple_loss=0.3394, pruned_loss=0.1026, over 2469034.57 frames. utt_duration=1233 frames, utt_pad_proportion=0.06053, over 8021.45 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3488, pruned_loss=0.1093, over 2475106.64 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07269, over 21932.03 utterances.], batch size: 43, lr: 8.01e-04
2022-08-21 17:29:52,123 INFO [train.py:927] (2/8) Epoch 3, batch 15900, giga_loss[loss=0.338, simple_loss=0.3779, pruned_loss=0.149, over 12368.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.112, over 260.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3453, pruned_loss=0.1087, over 2473882.62 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07324, over 20420.68 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3391, pruned_loss=0.1028, over 2468865.89 frames. utt_duration=1236 frames, utt_pad_proportion=0.05991, over 7998.23 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3473, pruned_loss=0.1094, over 2474639.88 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07372, over 21816.05 utterances.], batch size: 260, lr: 8.00e-04
2022-08-21 17:31:32,729 INFO [train.py:927] (2/8) Epoch 3, batch 15950, giga_loss[loss=0.22, simple_loss=0.3057, pruned_loss=0.06711, over 12473.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02985, over 75.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.345, pruned_loss=0.1064, over 2474745.25 frames. utt_duration=471.6 frames, utt_pad_proportion=0.0766, over 21054.86 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3415, pruned_loss=0.1034, over 2469016.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.0636, over 8064.22 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3446, pruned_loss=0.1066, over 2475393.72 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07569, over 22502.31 utterances.], batch size: 75, lr: 8.00e-04
2022-08-21 17:33:20,698 INFO [train.py:927] (2/8) Epoch 3, batch 16000, giga_loss[loss=0.2567, simple_loss=0.3329, pruned_loss=0.09029, over 12343.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04951, over 26.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3441, pruned_loss=0.1051, over 2474292.72 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0702, over 20780.39 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3418, pruned_loss=0.1035, over 2469080.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.06311, over 8058.57 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3436, pruned_loss=0.1052, over 2474791.05 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07001, over 22042.79 utterances.], batch size: 26, lr: 8.00e-04
2022-08-21 17:35:08,870 INFO [train.py:927] (2/8) Epoch 3, batch 16050, giga_loss[loss=0.2588, simple_loss=0.338, pruned_loss=0.08977, over 12353.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3399, pruned_loss=0.1034, over 2473455.16 frames. utt_duration=491 frames, utt_pad_proportion=0.0706, over 20212.04 utterances.], libri_tot_loss[loss=0.2742, simple_loss=0.3416, pruned_loss=0.1034, over 2468899.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06263, over 8056.63 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3398, pruned_loss=0.1036, over 2474067.05 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0706, over 21368.86 utterances.], batch size: 58, lr: 8.00e-04
2022-08-21 17:36:53,635 INFO [train.py:927] (2/8) Epoch 3, batch 16100, giga_loss[loss=0.2549, simple_loss=0.3301, pruned_loss=0.08988, over 12456.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3411, pruned_loss=0.104, over 2473836.06 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07265, over 20835.19 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3412, pruned_loss=0.1033, over 2468865.89 frames. utt_duration=1231 frames, utt_pad_proportion=0.06222, over 8035.12 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3413, pruned_loss=0.1042, over 2474385.34 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07273, over 21884.56 utterances.], batch size: 105, lr: 7.99e-04
2022-08-21 17:38:38,438 INFO [train.py:927] (2/8) Epoch 3, batch 16150, giga_loss[loss=0.2598, simple_loss=0.3251, pruned_loss=0.09723, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02843, over 48.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3407, pruned_loss=0.1038, over 2474104.87 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07112, over 20442.55 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3417, pruned_loss=0.1038, over 2468874.78 frames. utt_duration=1221 frames, utt_pad_proportion=0.06497, over 8097.31 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3404, pruned_loss=0.1036, over 2474673.97 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07049, over 21568.37 utterances.], batch size: 48, lr: 7.99e-04
2022-08-21 17:40:26,862 INFO [train.py:927] (2/8) Epoch 3, batch 16200, giga_loss[loss=0.2542, simple_loss=0.3437, pruned_loss=0.08241, over 12399.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02469, over 66.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3434, pruned_loss=0.1049, over 2474361.05 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07412, over 21144.58 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3433, pruned_loss=0.1041, over 2468773.99 frames. utt_duration=1218 frames, utt_pad_proportion=0.06526, over 8115.21 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3417, pruned_loss=0.1044, over 2474953.95 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07344, over 22129.16 utterances.], batch size: 66, lr: 7.99e-04
2022-08-21 17:42:13,805 INFO [train.py:927] (2/8) Epoch 3, batch 16250, giga_loss[loss=0.2717, simple_loss=0.3332, pruned_loss=0.1051, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3435, pruned_loss=0.1051, over 2473815.06 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07252, over 20068.97 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3433, pruned_loss=0.1042, over 2468676.01 frames. utt_duration=1223 frames, utt_pad_proportion=0.06367, over 8081.00 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3422, pruned_loss=0.1046, over 2474559.77 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07267, over 21294.92 utterances.], batch size: 80, lr: 7.98e-04
2022-08-21 17:44:04,294 INFO [train.py:927] (2/8) Epoch 3, batch 16300, libri_loss[loss=0.2783, simple_loss=0.3416, pruned_loss=0.1075, over 12301.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007695, over 36.00 utterances.], tot_loss[loss=0.2779, simple_loss=0.3443, pruned_loss=0.1058, over 2474295.57 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07343, over 20360.97 utterances.], libri_tot_loss[loss=0.276, simple_loss=0.3433, pruned_loss=0.1044, over 2468891.32 frames. utt_duration=1213 frames, utt_pad_proportion=0.06711, over 8149.13 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3433, pruned_loss=0.1052, over 2474826.22 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07247, over 21551.28 utterances.], batch size: 36, lr: 7.98e-04
2022-08-21 17:45:49,557 INFO [train.py:927] (2/8) Epoch 3, batch 16350, giga_loss[loss=0.2679, simple_loss=0.3313, pruned_loss=0.1023, over 12390.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3456, pruned_loss=0.1068, over 2474733.66 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07362, over 21160.26 utterances.], libri_tot_loss[loss=0.2765, simple_loss=0.3435, pruned_loss=0.1047, over 2469093.20 frames. utt_duration=1216 frames, utt_pad_proportion=0.06608, over 8130.33 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3446, pruned_loss=0.1061, over 2475067.25 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07324, over 22340.77 utterances.], batch size: 66, lr: 7.98e-04
2022-08-21 17:47:37,612 INFO [train.py:927] (2/8) Epoch 3, batch 16400, giga_loss[loss=0.3006, simple_loss=0.3576, pruned_loss=0.1218, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04919, over 161.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3459, pruned_loss=0.108, over 2475044.02 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06907, over 20941.57 utterances.], libri_tot_loss[loss=0.2767, simple_loss=0.3436, pruned_loss=0.1049, over 2469216.27 frames. utt_duration=1217 frames, utt_pad_proportion=0.0658, over 8122.38 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.345, pruned_loss=0.1074, over 2475285.51 frames. utt_duration=450.4 frames, utt_pad_proportion=0.06908, over 22053.26 utterances.], batch size: 161, lr: 7.98e-04
2022-08-21 17:49:19,738 INFO [train.py:927] (2/8) Epoch 3, batch 16450, giga_loss[loss=0.2688, simple_loss=0.3413, pruned_loss=0.09818, over 12373.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03091, over 51.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3435, pruned_loss=0.107, over 2474883.08 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07333, over 20647.06 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3426, pruned_loss=0.1045, over 2469253.62 frames. utt_duration=1214 frames, utt_pad_proportion=0.06818, over 8147.49 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3437, pruned_loss=0.107, over 2475279.93 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07242, over 22059.94 utterances.], batch size: 51, lr: 7.97e-04
2022-08-21 17:51:06,211 INFO [train.py:927] (2/8) Epoch 3, batch 16500, giga_loss[loss=0.3023, simple_loss=0.3521, pruned_loss=0.1263, over 12380.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07412, over 212.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3432, pruned_loss=0.1073, over 2474625.76 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07207, over 20482.24 utterances.], libri_tot_loss[loss=0.2758, simple_loss=0.3425, pruned_loss=0.1046, over 2469096.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.06771, over 8128.06 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3436, pruned_loss=0.1072, over 2475142.81 frames. utt_duration=457 frames, utt_pad_proportion=0.07159, over 21732.72 utterances.], batch size: 212, lr: 7.97e-04
2022-08-21 17:52:50,595 INFO [train.py:927] (2/8) Epoch 3, batch 16550, giga_loss[loss=0.3477, simple_loss=0.374, pruned_loss=0.1607, over 12341.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3445, pruned_loss=0.1082, over 2474542.65 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07566, over 20380.27 utterances.], libri_tot_loss[loss=0.2768, simple_loss=0.3434, pruned_loss=0.1051, over 2468978.90 frames. utt_duration=1204 frames, utt_pad_proportion=0.07144, over 8211.16 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.344, pruned_loss=0.1077, over 2475246.95 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07398, over 21649.92 utterances.], batch size: 371, lr: 7.97e-04
2022-08-21 17:54:36,095 INFO [train.py:927] (2/8) Epoch 3, batch 16600, giga_loss[loss=0.2695, simple_loss=0.3417, pruned_loss=0.09869, over 12337.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02948, over 66.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3451, pruned_loss=0.1086, over 2474178.61 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07849, over 20267.79 utterances.], libri_tot_loss[loss=0.2769, simple_loss=0.3436, pruned_loss=0.1051, over 2469157.56 frames. utt_duration=1197 frames, utt_pad_proportion=0.07368, over 8258.35 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3446, pruned_loss=0.1083, over 2474722.99 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07616, over 21559.31 utterances.], batch size: 66, lr: 7.96e-04
2022-08-21 17:56:19,045 INFO [train.py:927] (2/8) Epoch 3, batch 16650, libri_loss[loss=0.2888, simple_loss=0.3491, pruned_loss=0.1143, over 12375.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01068, over 38.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3454, pruned_loss=0.1092, over 2473884.95 frames. utt_duration=495.7 frames, utt_pad_proportion=0.0753, over 20022.16 utterances.], libri_tot_loss[loss=0.2767, simple_loss=0.3433, pruned_loss=0.105, over 2468674.76 frames. utt_duration=1202 frames, utt_pad_proportion=0.0723, over 8224.28 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3454, pruned_loss=0.1091, over 2474895.48 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07414, over 21373.16 utterances.], batch size: 38, lr: 7.96e-04
2022-08-21 17:58:05,272 INFO [train.py:927] (2/8) Epoch 3, batch 16700, giga_loss[loss=0.3262, simple_loss=0.3769, pruned_loss=0.1377, over 12366.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04007, over 145.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3468, pruned_loss=0.1097, over 2474313.42 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07409, over 20139.37 utterances.], libri_tot_loss[loss=0.2764, simple_loss=0.3431, pruned_loss=0.1048, over 2468681.66 frames. utt_duration=1202 frames, utt_pad_proportion=0.07118, over 8222.88 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.347, pruned_loss=0.1099, over 2475225.50 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07364, over 21483.44 utterances.], batch size: 145, lr: 7.96e-04
2022-08-21 17:59:51,084 INFO [train.py:927] (2/8) Epoch 3, batch 16750, giga_loss[loss=0.3676, simple_loss=0.3926, pruned_loss=0.1712, over 12347.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2049, over 369.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3481, pruned_loss=0.1112, over 2473881.02 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07792, over 21069.65 utterances.], libri_tot_loss[loss=0.2755, simple_loss=0.3423, pruned_loss=0.1043, over 2468543.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.07021, over 8182.71 utterances.], giga_tot_loss[loss=0.2865, simple_loss=0.349, pruned_loss=0.112, over 2474839.50 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07769, over 22387.19 utterances.], batch size: 369, lr: 7.96e-04
2022-08-21 18:01:35,142 INFO [train.py:927] (2/8) Epoch 3, batch 16800, libri_loss[loss=0.2514, simple_loss=0.304, pruned_loss=0.09938, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005911, over 31.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3479, pruned_loss=0.1106, over 2474264.81 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07399, over 20633.71 utterances.], libri_tot_loss[loss=0.2749, simple_loss=0.3416, pruned_loss=0.1041, over 2468652.02 frames. utt_duration=1217 frames, utt_pad_proportion=0.06845, over 8126.24 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3494, pruned_loss=0.1116, over 2475109.90 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07471, over 22149.72 utterances.], batch size: 31, lr: 7.95e-04
2022-08-21 18:03:20,479 INFO [train.py:927] (2/8) Epoch 3, batch 16850, giga_loss[loss=0.2791, simple_loss=0.35, pruned_loss=0.1041, over 12428.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.02758, over 55.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3476, pruned_loss=0.1101, over 2474498.85 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07599, over 21275.12 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3411, pruned_loss=0.1039, over 2468502.79 frames. utt_duration=1223 frames, utt_pad_proportion=0.06693, over 8085.96 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3495, pruned_loss=0.1113, over 2475492.64 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07698, over 22880.02 utterances.], batch size: 55, lr: 7.95e-04
2022-08-21 18:05:04,737 INFO [train.py:927] (2/8) Epoch 3, batch 16900, giga_loss[loss=0.2914, simple_loss=0.3544, pruned_loss=0.1141, over 12427.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3454, pruned_loss=0.1082, over 2474698.42 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07226, over 20498.20 utterances.], libri_tot_loss[loss=0.2739, simple_loss=0.3407, pruned_loss=0.1036, over 2468767.20 frames. utt_duration=1226 frames, utt_pad_proportion=0.06594, over 8061.41 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3473, pruned_loss=0.1095, over 2475357.61 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07369, over 22013.14 utterances.], batch size: 105, lr: 7.95e-04
2022-08-21 18:06:51,924 INFO [train.py:927] (2/8) Epoch 3, batch 16950, giga_loss[loss=0.2807, simple_loss=0.3517, pruned_loss=0.1048, over 12421.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03336, over 75.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3455, pruned_loss=0.1072, over 2474920.72 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06909, over 19528.44 utterances.], libri_tot_loss[loss=0.2744, simple_loss=0.3414, pruned_loss=0.1037, over 2468692.64 frames. utt_duration=1228 frames, utt_pad_proportion=0.06472, over 8047.88 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3465, pruned_loss=0.1082, over 2475667.02 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07097, over 21024.08 utterances.], batch size: 75, lr: 7.94e-04
2022-08-21 18:08:36,642 INFO [train.py:927] (2/8) Epoch 3, batch 17000, giga_loss[loss=0.2196, simple_loss=0.3003, pruned_loss=0.06947, over 12404.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02925, over 62.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3455, pruned_loss=0.1085, over 2475099.99 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06945, over 19699.44 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3415, pruned_loss=0.104, over 2468856.00 frames. utt_duration=1230 frames, utt_pad_proportion=0.06333, over 8035.70 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3464, pruned_loss=0.1091, over 2475725.34 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07144, over 21204.79 utterances.], batch size: 62, lr: 7.94e-04
2022-08-21 18:10:23,088 INFO [train.py:927] (2/8) Epoch 3, batch 17050, giga_loss[loss=0.2471, simple_loss=0.3302, pruned_loss=0.08202, over 12377.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02816, over 70.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.347, pruned_loss=0.1099, over 2475301.29 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07266, over 20522.40 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3414, pruned_loss=0.104, over 2468925.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06284, over 8024.36 utterances.], giga_tot_loss[loss=0.2843, simple_loss=0.3478, pruned_loss=0.1105, over 2475792.17 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07415, over 21810.94 utterances.], batch size: 70, lr: 7.94e-04
2022-08-21 18:12:07,949 INFO [train.py:927] (2/8) Epoch 3, batch 17100, giga_loss[loss=0.2743, simple_loss=0.3452, pruned_loss=0.1017, over 12422.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03834, over 37.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3478, pruned_loss=0.1105, over 2474787.71 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07176, over 20757.60 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3416, pruned_loss=0.1043, over 2468756.82 frames. utt_duration=1229 frames, utt_pad_proportion=0.06338, over 8047.00 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3483, pruned_loss=0.1108, over 2475407.28 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07287, over 21922.88 utterances.], batch size: 37, lr: 7.94e-04
2022-08-21 18:13:49,827 INFO [train.py:927] (2/8) Epoch 3, batch 17150, giga_loss[loss=0.325, simple_loss=0.3699, pruned_loss=0.1401, over 12428.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05463, over 162.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3461, pruned_loss=0.109, over 2475112.47 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07594, over 21079.90 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.341, pruned_loss=0.1041, over 2468801.80 frames. utt_duration=1221 frames, utt_pad_proportion=0.06628, over 8097.13 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3473, pruned_loss=0.1095, over 2475743.07 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07587, over 22316.63 utterances.], batch size: 162, lr: 7.93e-04
2022-08-21 18:15:34,577 INFO [train.py:927] (2/8) Epoch 3, batch 17200, giga_loss[loss=0.277, simple_loss=0.3445, pruned_loss=0.1048, over 12427.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03838, over 105.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3451, pruned_loss=0.1079, over 2474513.47 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07091, over 20445.40 utterances.], libri_tot_loss[loss=0.2748, simple_loss=0.3413, pruned_loss=0.1042, over 2468860.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.06581, over 8100.15 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3457, pruned_loss=0.1082, over 2475015.54 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07129, over 21527.51 utterances.], batch size: 105, lr: 7.93e-04
2022-08-21 18:17:27,382 INFO [train.py:927] (2/8) Epoch 3, batch 17250, giga_loss[loss=0.2441, simple_loss=0.317, pruned_loss=0.08558, over 12414.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02816, over 62.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3442, pruned_loss=0.107, over 2474702.95 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07688, over 21059.05 utterances.], libri_tot_loss[loss=0.2762, simple_loss=0.3433, pruned_loss=0.1045, over 2468885.92 frames. utt_duration=1210 frames, utt_pad_proportion=0.06965, over 8171.62 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3431, pruned_loss=0.1071, over 2475202.29 frames. utt_duration=449 frames, utt_pad_proportion=0.07583, over 22124.96 utterances.], batch size: 62, lr: 7.93e-04
2022-08-21 18:19:10,394 INFO [train.py:927] (2/8) Epoch 3, batch 17300, libri_loss[loss=0.2222, simple_loss=0.2877, pruned_loss=0.07832, over 12462.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005481, over 32.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3399, pruned_loss=0.1054, over 2475000.55 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07385, over 20073.57 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3421, pruned_loss=0.104, over 2468982.91 frames. utt_duration=1215 frames, utt_pad_proportion=0.06809, over 8138.72 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3401, pruned_loss=0.106, over 2475586.59 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07375, over 21540.17 utterances.], batch size: 32, lr: 7.92e-04
2022-08-21 18:20:56,224 INFO [train.py:927] (2/8) Epoch 3, batch 17350, libri_loss[loss=0.2768, simple_loss=0.3415, pruned_loss=0.106, over 12426.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02093, over 43.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3395, pruned_loss=0.1049, over 2475001.22 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06777, over 20215.96 utterances.], libri_tot_loss[loss=0.275, simple_loss=0.3419, pruned_loss=0.104, over 2469106.50 frames. utt_duration=1216 frames, utt_pad_proportion=0.06704, over 8131.08 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3398, pruned_loss=0.1054, over 2475453.11 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06841, over 21615.13 utterances.], batch size: 43, lr: 7.92e-04
2022-08-21 18:22:38,813 INFO [train.py:927] (2/8) Epoch 3, batch 17400, giga_loss[loss=0.2575, simple_loss=0.332, pruned_loss=0.09156, over 12391.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3375, pruned_loss=0.1015, over 2475845.10 frames. utt_duration=478.9 frames, utt_pad_proportion=0.0651, over 20741.94 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3413, pruned_loss=0.104, over 2469239.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.06587, over 8090.25 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3382, pruned_loss=0.102, over 2476239.97 frames. utt_duration=448.4 frames, utt_pad_proportion=0.06612, over 22162.29 utterances.], batch size: 122, lr: 7.92e-04
2022-08-21 18:24:23,024 INFO [train.py:927] (2/8) Epoch 3, batch 17450, giga_loss[loss=0.2577, simple_loss=0.3322, pruned_loss=0.09161, over 12396.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04447, over 146.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3354, pruned_loss=0.09865, over 2476000.61 frames. utt_duration=465.7 frames, utt_pad_proportion=0.06427, over 21335.17 utterances.], libri_tot_loss[loss=0.2746, simple_loss=0.3414, pruned_loss=0.104, over 2469292.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.06476, over 8078.54 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3357, pruned_loss=0.0989, over 2476463.68 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06547, over 22855.62 utterances.], batch size: 146, lr: 7.92e-04
2022-08-21 18:26:07,277 INFO [train.py:927] (2/8) Epoch 3, batch 17500, giga_loss[loss=0.271, simple_loss=0.3275, pruned_loss=0.1073, over 12363.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1927, over 364.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3327, pruned_loss=0.09431, over 2475729.83 frames. utt_duration=454 frames, utt_pad_proportion=0.0657, over 21880.50 utterances.], libri_tot_loss[loss=0.2747, simple_loss=0.3413, pruned_loss=0.104, over 2469252.24 frames. utt_duration=1225 frames, utt_pad_proportion=0.06435, over 8073.28 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3329, pruned_loss=0.09434, over 2476235.51 frames. utt_duration=427 frames, utt_pad_proportion=0.0667, over 23273.94 utterances.], batch size: 364, lr: 7.91e-04
2022-08-21 18:27:49,637 INFO [train.py:927] (2/8) Epoch 3, batch 17550, giga_loss[loss=0.2739, simple_loss=0.3398, pruned_loss=0.104, over 12373.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07124, over 212.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3312, pruned_loss=0.09266, over 2475600.03 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06713, over 22405.64 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3407, pruned_loss=0.1038, over 2468913.09 frames. utt_duration=1219 frames, utt_pad_proportion=0.06784, over 8113.54 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3317, pruned_loss=0.09268, over 2476423.81 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06684, over 23787.88 utterances.], batch size: 212, lr: 7.91e-04
2022-08-21 18:29:34,369 INFO [train.py:927] (2/8) Epoch 3, batch 17600, giga_loss[loss=0.2401, simple_loss=0.316, pruned_loss=0.08205, over 12395.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.328, pruned_loss=0.0901, over 2475419.75 frames. utt_duration=420.8 frames, utt_pad_proportion=0.0712, over 23609.65 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3402, pruned_loss=0.1033, over 2468557.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06708, over 8069.58 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3286, pruned_loss=0.09038, over 2476510.73 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07101, over 25009.05 utterances.], batch size: 182, lr: 7.91e-04
2022-08-21 18:31:17,495 INFO [train.py:927] (2/8) Epoch 3, batch 17650, giga_loss[loss=0.2362, simple_loss=0.32, pruned_loss=0.07621, over 12388.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05906, over 182.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3262, pruned_loss=0.08819, over 2475115.00 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06734, over 22926.12 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3397, pruned_loss=0.1029, over 2468135.18 frames. utt_duration=1234 frames, utt_pad_proportion=0.06551, over 8010.91 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3268, pruned_loss=0.0883, over 2476568.52 frames. utt_duration=404.5 frames, utt_pad_proportion=0.0679, over 24575.18 utterances.], batch size: 182, lr: 7.91e-04
2022-08-21 18:33:00,543 INFO [train.py:927] (2/8) Epoch 3, batch 17700, giga_loss[loss=0.2182, simple_loss=0.2995, pruned_loss=0.06849, over 12414.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03377, over 80.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3229, pruned_loss=0.08569, over 2475172.87 frames. utt_duration=438.8 frames, utt_pad_proportion=0.06634, over 22636.46 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3389, pruned_loss=0.1025, over 2467910.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06507, over 7995.50 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3238, pruned_loss=0.08576, over 2476757.67 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06702, over 24385.82 utterances.], batch size: 80, lr: 7.90e-04
2022-08-21 18:34:44,675 INFO [train.py:927] (2/8) Epoch 3, batch 17750, giga_loss[loss=0.2129, simple_loss=0.2979, pruned_loss=0.06398, over 12388.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02948, over 58.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3194, pruned_loss=0.08351, over 2475178.33 frames. utt_duration=447.4 frames, utt_pad_proportion=0.06418, over 22203.22 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.338, pruned_loss=0.1022, over 2467741.26 frames. utt_duration=1247 frames, utt_pad_proportion=0.06338, over 7926.98 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3202, pruned_loss=0.0832, over 2476865.58 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06538, over 24202.02 utterances.], batch size: 58, lr: 7.90e-04
2022-08-21 18:36:30,450 INFO [train.py:927] (2/8) Epoch 3, batch 17800, giga_loss[loss=0.2431, simple_loss=0.3053, pruned_loss=0.09043, over 12357.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09921, over 256.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.08268, over 2475231.80 frames. utt_duration=423.5 frames, utt_pad_proportion=0.0702, over 23460.92 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3372, pruned_loss=0.1017, over 2467739.18 frames. utt_duration=1253 frames, utt_pad_proportion=0.06154, over 7888.66 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3179, pruned_loss=0.08214, over 2476871.48 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07123, over 25641.01 utterances.], batch size: 256, lr: 7.90e-04
2022-08-21 18:38:29,906 INFO [train.py:927] (2/8) Epoch 3, batch 17850, giga_loss[loss=0.2107, simple_loss=0.3004, pruned_loss=0.06048, over 12364.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3204, pruned_loss=0.08323, over 2475747.16 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06924, over 23467.40 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3379, pruned_loss=0.1022, over 2467746.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.06602, over 7969.39 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3199, pruned_loss=0.08203, over 2477184.94 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06891, over 25413.83 utterances.], batch size: 58, lr: 7.89e-04
2022-08-21 18:40:36,393 INFO [train.py:927] (2/8) Epoch 3, batch 17900, giga_loss[loss=0.2216, simple_loss=0.306, pruned_loss=0.06864, over 12427.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03798, over 133.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.32, pruned_loss=0.08282, over 2476692.43 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06402, over 23413.43 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3373, pruned_loss=0.1018, over 2467785.24 frames. utt_duration=1246 frames, utt_pad_proportion=0.0646, over 7929.73 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3196, pruned_loss=0.08166, over 2478053.05 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06453, over 25425.69 utterances.], batch size: 133, lr: 7.89e-04
2022-08-21 18:42:37,052 INFO [train.py:927] (2/8) Epoch 3, batch 17950, giga_loss[loss=0.2277, simple_loss=0.3085, pruned_loss=0.07345, over 12395.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05965, over 182.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3173, pruned_loss=0.0803, over 2476605.64 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06642, over 23807.41 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3367, pruned_loss=0.1016, over 2467545.92 frames. utt_duration=1251 frames, utt_pad_proportion=0.06314, over 7897.25 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3171, pruned_loss=0.07904, over 2478183.53 frames. utt_duration=384.1 frames, utt_pad_proportion=0.0671, over 25900.72 utterances.], batch size: 182, lr: 7.89e-04
2022-08-21 18:44:46,470 INFO [train.py:927] (2/8) Epoch 3, batch 18000, giga_loss[loss=0.1992, simple_loss=0.2909, pruned_loss=0.05377, over 12432.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.02891, over 75.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3151, pruned_loss=0.07936, over 2476606.60 frames. utt_duration=428 frames, utt_pad_proportion=0.06611, over 23216.66 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3369, pruned_loss=0.1015, over 2467737.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.0629, over 7913.21 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3145, pruned_loss=0.07804, over 2477862.98 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06678, over 25146.08 utterances.], batch size: 75, lr: 7.89e-04
2022-08-21 18:44:46,471 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 18:45:00,443 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.1991, simple_loss=0.3088, pruned_loss=0.04474, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 18:46:58,013 INFO [train.py:927] (2/8) Epoch 3, batch 18050, giga_loss[loss=0.2109, simple_loss=0.3, pruned_loss=0.06094, over 12369.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04301, over 133.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07869, over 2477390.64 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07129, over 24759.02 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3368, pruned_loss=0.1014, over 2468085.71 frames. utt_duration=1249 frames, utt_pad_proportion=0.06223, over 7912.57 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3129, pruned_loss=0.07738, over 2478195.20 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07168, over 26505.77 utterances.], batch size: 133, lr: 7.88e-04
2022-08-21 18:49:10,582 INFO [train.py:927] (2/8) Epoch 3, batch 18100, giga_loss[loss=0.1993, simple_loss=0.2844, pruned_loss=0.0571, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03064, over 80.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3144, pruned_loss=0.07923, over 2477563.23 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07664, over 25286.44 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3366, pruned_loss=0.1015, over 2468403.87 frames. utt_duration=1243 frames, utt_pad_proportion=0.06526, over 7953.99 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3132, pruned_loss=0.07736, over 2478226.53 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07596, over 27205.73 utterances.], batch size: 80, lr: 7.88e-04
2022-08-21 18:51:16,261 INFO [train.py:927] (2/8) Epoch 3, batch 18150, giga_loss[loss=0.2253, simple_loss=0.299, pruned_loss=0.07582, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09459, over 255.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07813, over 2477453.68 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07508, over 25153.05 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3369, pruned_loss=0.1018, over 2468844.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06841, over 8029.93 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3113, pruned_loss=0.07599, over 2477760.88 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07384, over 26898.49 utterances.], batch size: 255, lr: 7.88e-04
2022-08-21 18:53:21,207 INFO [train.py:927] (2/8) Epoch 3, batch 18200, giga_loss[loss=0.2369, simple_loss=0.3348, pruned_loss=0.06947, over 12379.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02424, over 66.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3153, pruned_loss=0.07665, over 2477649.09 frames. utt_duration=386.6 frames, utt_pad_proportion=0.0754, over 25716.28 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3377, pruned_loss=0.1016, over 2468786.40 frames. utt_duration=1234 frames, utt_pad_proportion=0.06793, over 8013.66 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3132, pruned_loss=0.07491, over 2478005.32 frames. utt_duration=365 frames, utt_pad_proportion=0.07455, over 27250.33 utterances.], batch size: 66, lr: 7.87e-04
2022-08-21 18:55:26,964 INFO [train.py:927] (2/8) Epoch 3, batch 18250, libri_loss[loss=0.2737, simple_loss=0.3402, pruned_loss=0.1036, over 12315.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005024, over 35.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3159, pruned_loss=0.07608, over 2477526.12 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07464, over 25656.64 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3377, pruned_loss=0.1016, over 2468598.17 frames. utt_duration=1238 frames, utt_pad_proportion=0.06645, over 7982.63 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3136, pruned_loss=0.07403, over 2478239.77 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07448, over 27435.34 utterances.], batch size: 35, lr: 7.87e-04
2022-08-21 18:57:31,082 INFO [train.py:927] (2/8) Epoch 3, batch 18300, giga_loss[loss=0.1981, simple_loss=0.2919, pruned_loss=0.05211, over 12445.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06157, over 183.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3162, pruned_loss=0.07689, over 2477562.64 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07109, over 24134.51 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3377, pruned_loss=0.1018, over 2468998.06 frames. utt_duration=1232 frames, utt_pad_proportion=0.06622, over 8027.22 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3135, pruned_loss=0.07414, over 2478100.45 frames. utt_duration=380.4 frames, utt_pad_proportion=0.07133, over 26138.67 utterances.], batch size: 183, lr: 7.87e-04
2022-08-21 19:00:00,259 INFO [train.py:927] (2/8) Epoch 3, batch 18350, giga_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.08372, over 12409.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.071, over 213.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3176, pruned_loss=0.07822, over 2477754.44 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06592, over 23819.38 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3373, pruned_loss=0.1016, over 2468610.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06482, over 7991.64 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3151, pruned_loss=0.07527, over 2478807.58 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06692, over 25999.23 utterances.], batch size: 213, lr: 7.87e-04
2022-08-21 19:02:06,292 INFO [train.py:927] (2/8) Epoch 3, batch 18400, giga_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.08024, over 12366.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3151, pruned_loss=0.07708, over 2478211.25 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06743, over 24401.19 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3378, pruned_loss=0.1017, over 2468763.71 frames. utt_duration=1223 frames, utt_pad_proportion=0.06879, over 8081.79 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3122, pruned_loss=0.07414, over 2479149.41 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06705, over 26413.54 utterances.], batch size: 97, lr: 7.86e-04
2022-08-21 19:04:08,130 INFO [train.py:927] (2/8) Epoch 3, batch 18450, giga_loss[loss=0.2167, simple_loss=0.2995, pruned_loss=0.06695, over 12399.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02694, over 58.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3135, pruned_loss=0.07712, over 2478112.06 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06885, over 24102.47 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3371, pruned_loss=0.1014, over 2468780.18 frames. utt_duration=1229 frames, utt_pad_proportion=0.06635, over 8041.69 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3106, pruned_loss=0.07385, over 2479304.87 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06908, over 26553.60 utterances.], batch size: 58, lr: 7.86e-04
2022-08-21 19:06:11,846 INFO [train.py:927] (2/8) Epoch 3, batch 18500, giga_loss[loss=0.1962, simple_loss=0.2789, pruned_loss=0.05676, over 12337.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.02869, over 70.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3139, pruned_loss=0.077, over 2478378.77 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06757, over 24268.90 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3371, pruned_loss=0.1013, over 2468748.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.06609, over 8037.48 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3116, pruned_loss=0.07434, over 2479388.11 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06793, over 26267.91 utterances.], batch size: 70, lr: 7.86e-04
2022-08-21 19:08:20,311 INFO [train.py:927] (2/8) Epoch 3, batch 18550, giga_loss[loss=0.2137, simple_loss=0.305, pruned_loss=0.0612, over 12396.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03218, over 122.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3147, pruned_loss=0.07833, over 2478819.67 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06455, over 24657.68 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3374, pruned_loss=0.1015, over 2468712.09 frames. utt_duration=1228 frames, utt_pad_proportion=0.06638, over 8054.15 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3123, pruned_loss=0.07585, over 2479731.95 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06492, over 26363.26 utterances.], batch size: 122, lr: 7.86e-04
2022-08-21 19:10:34,435 INFO [train.py:927] (2/8) Epoch 3, batch 18600, giga_loss[loss=0.2203, simple_loss=0.3109, pruned_loss=0.06487, over 12313.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02962, over 74.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3165, pruned_loss=0.07876, over 2478025.58 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06526, over 24122.36 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3376, pruned_loss=0.1015, over 2468422.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06964, over 8096.16 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3137, pruned_loss=0.07607, over 2479298.36 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06464, over 25956.29 utterances.], batch size: 74, lr: 7.85e-04
2022-08-21 19:12:51,052 INFO [train.py:927] (2/8) Epoch 3, batch 18650, libri_loss[loss=0.3331, simple_loss=0.3753, pruned_loss=0.1455, over 12417.00 frames. utt_duration=418.9 frames, utt_pad_proportion=0.3341, over 119.00 utterances.], tot_loss[loss=0.236, simple_loss=0.315, pruned_loss=0.07851, over 2478197.89 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06565, over 24445.34 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3375, pruned_loss=0.1016, over 2468430.03 frames. utt_duration=1211 frames, utt_pad_proportion=0.07285, over 8163.40 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3125, pruned_loss=0.07588, over 2479357.93 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06405, over 26116.29 utterances.], batch size: 119, lr: 7.85e-04
2022-08-21 19:14:53,972 INFO [train.py:927] (2/8) Epoch 3, batch 18700, giga_loss[loss=0.2084, simple_loss=0.2918, pruned_loss=0.06253, over 12308.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.02559, over 70.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3105, pruned_loss=0.07656, over 2478090.39 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06364, over 23643.02 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3377, pruned_loss=0.1016, over 2468656.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.07123, over 8151.76 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.07381, over 2479064.97 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06288, over 25427.27 utterances.], batch size: 70, lr: 7.85e-04
2022-08-21 19:16:47,008 INFO [train.py:927] (2/8) Epoch 3, batch 18750, giga_loss[loss=0.2602, simple_loss=0.3306, pruned_loss=0.09494, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06475, over 212.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.0769, over 2477272.65 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06712, over 24160.93 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3382, pruned_loss=0.1016, over 2467960.76 frames. utt_duration=1214 frames, utt_pad_proportion=0.07009, over 8144.26 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3076, pruned_loss=0.07403, over 2478938.18 frames. utt_duration=382 frames, utt_pad_proportion=0.06662, over 26037.00 utterances.], batch size: 212, lr: 7.84e-04
2022-08-21 19:18:49,486 INFO [train.py:927] (2/8) Epoch 3, batch 18800, giga_loss[loss=0.2139, simple_loss=0.3027, pruned_loss=0.06251, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03881, over 113.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3083, pruned_loss=0.0747, over 2477066.24 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0671, over 24038.44 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3376, pruned_loss=0.1014, over 2468105.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06879, over 8111.95 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3054, pruned_loss=0.07201, over 2478467.01 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06707, over 25918.75 utterances.], batch size: 113, lr: 7.84e-04
2022-08-21 19:21:02,371 INFO [train.py:927] (2/8) Epoch 3, batch 18850, giga_loss[loss=0.2537, simple_loss=0.3167, pruned_loss=0.0954, over 12372.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3064, pruned_loss=0.07408, over 2477991.46 frames. utt_duration=409.9 frames, utt_pad_proportion=0.0673, over 24253.30 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3376, pruned_loss=0.1016, over 2468364.53 frames. utt_duration=1218 frames, utt_pad_proportion=0.06759, over 8113.66 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3033, pruned_loss=0.07102, over 2479138.47 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06757, over 26192.83 utterances.], batch size: 257, lr: 7.84e-04
2022-08-21 19:23:12,448 INFO [train.py:927] (2/8) Epoch 3, batch 18900, giga_loss[loss=0.2535, simple_loss=0.3133, pruned_loss=0.09691, over 12388.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1811, over 359.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3057, pruned_loss=0.07389, over 2477285.39 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07216, over 24611.39 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3372, pruned_loss=0.1013, over 2468119.97 frames. utt_duration=1222 frames, utt_pad_proportion=0.06627, over 8089.15 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3029, pruned_loss=0.07107, over 2478618.21 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07238, over 26533.81 utterances.], batch size: 359, lr: 7.84e-04
2022-08-21 19:25:11,599 INFO [train.py:927] (2/8) Epoch 3, batch 18950, giga_loss[loss=0.218, simple_loss=0.2953, pruned_loss=0.07032, over 12401.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07475, over 213.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3071, pruned_loss=0.07442, over 2477051.21 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07031, over 24819.07 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3383, pruned_loss=0.1013, over 2468107.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06611, over 8097.58 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3033, pruned_loss=0.07175, over 2478261.04 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07066, over 26628.00 utterances.], batch size: 213, lr: 7.83e-04
2022-08-21 19:27:13,189 INFO [train.py:927] (2/8) Epoch 3, batch 19000, giga_loss[loss=0.2148, simple_loss=0.3036, pruned_loss=0.06298, over 12405.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.07425, over 2477187.77 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07228, over 25447.78 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3381, pruned_loss=0.1012, over 2467994.74 frames. utt_duration=1223 frames, utt_pad_proportion=0.06538, over 8081.14 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3052, pruned_loss=0.07186, over 2478364.36 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07264, over 27108.72 utterances.], batch size: 182, lr: 7.83e-04
2022-08-21 19:29:13,463 INFO [train.py:927] (2/8) Epoch 3, batch 19050, libri_loss[loss=0.2642, simple_loss=0.3252, pruned_loss=0.1016, over 12153.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005395, over 35.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07484, over 2476898.00 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07527, over 26271.50 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3374, pruned_loss=0.1009, over 2467537.30 frames. utt_duration=1229 frames, utt_pad_proportion=0.06452, over 8040.88 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3063, pruned_loss=0.07273, over 2478446.24 frames. utt_duration=355.7 frames, utt_pad_proportion=0.07568, over 27968.89 utterances.], batch size: 35, lr: 7.83e-04
2022-08-21 19:31:15,822 INFO [train.py:927] (2/8) Epoch 3, batch 19100, giga_loss[loss=0.1996, simple_loss=0.2855, pruned_loss=0.05686, over 12328.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02415, over 79.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3071, pruned_loss=0.07355, over 2477117.47 frames. utt_duration=394.2 frames, utt_pad_proportion=0.0697, over 25214.78 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3369, pruned_loss=0.1008, over 2467745.67 frames. utt_duration=1233 frames, utt_pad_proportion=0.0638, over 8017.29 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.07153, over 2478323.79 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07058, over 26892.29 utterances.], batch size: 79, lr: 7.83e-04
2022-08-21 19:33:18,621 INFO [train.py:927] (2/8) Epoch 3, batch 19150, giga_loss[loss=0.2103, simple_loss=0.3026, pruned_loss=0.05898, over 12397.00 frames. utt_duration=662.3 frames, utt_pad_proportion=0.02749, over 75.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3061, pruned_loss=0.0739, over 2477425.67 frames. utt_duration=401 frames, utt_pad_proportion=0.06932, over 24790.00 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3367, pruned_loss=0.101, over 2468327.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.06215, over 7999.89 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3037, pruned_loss=0.07119, over 2478162.57 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07055, over 26710.58 utterances.], batch size: 75, lr: 7.82e-04
2022-08-21 19:35:28,590 INFO [train.py:927] (2/8) Epoch 3, batch 19200, giga_loss[loss=0.2303, simple_loss=0.3122, pruned_loss=0.07424, over 12426.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03002, over 122.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3082, pruned_loss=0.07439, over 2477755.14 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06823, over 25015.03 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3369, pruned_loss=0.101, over 2468619.98 frames. utt_duration=1237 frames, utt_pad_proportion=0.06148, over 7990.99 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.0719, over 2478197.44 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06948, over 26776.52 utterances.], batch size: 122, lr: 7.82e-04
2022-08-21 19:37:32,836 INFO [train.py:927] (2/8) Epoch 3, batch 19250, giga_loss[loss=0.3218, simple_loss=0.3812, pruned_loss=0.1312, over 12451.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.02769, over 122.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3105, pruned_loss=0.07616, over 2478131.80 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06733, over 24990.85 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3368, pruned_loss=0.1009, over 2468882.80 frames. utt_duration=1238 frames, utt_pad_proportion=0.06046, over 7988.88 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3076, pruned_loss=0.07329, over 2478600.49 frames. utt_duration=367.9 frames, utt_pad_proportion=0.06874, over 27035.51 utterances.], batch size: 122, lr: 7.82e-04
2022-08-21 19:39:34,622 INFO [train.py:927] (2/8) Epoch 3, batch 19300, giga_loss[loss=0.2553, simple_loss=0.3315, pruned_loss=0.08959, over 12467.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03459, over 98.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3128, pruned_loss=0.07714, over 2477461.03 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07014, over 25178.92 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3366, pruned_loss=0.1008, over 2468764.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.05955, over 7969.39 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.31, pruned_loss=0.07424, over 2478200.18 frames. utt_duration=364 frames, utt_pad_proportion=0.07138, over 27320.16 utterances.], batch size: 98, lr: 7.81e-04
2022-08-21 19:41:55,555 INFO [train.py:927] (2/8) Epoch 3, batch 19350, giga_loss[loss=0.2335, simple_loss=0.3037, pruned_loss=0.0816, over 12435.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05734, over 182.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.312, pruned_loss=0.07651, over 2477663.68 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06642, over 24879.05 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3367, pruned_loss=0.1009, over 2468830.14 frames. utt_duration=1242 frames, utt_pad_proportion=0.05906, over 7963.71 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3095, pruned_loss=0.07388, over 2478267.06 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06782, over 26726.90 utterances.], batch size: 182, lr: 7.81e-04
2022-08-21 19:43:54,194 INFO [train.py:927] (2/8) Epoch 3, batch 19400, libri_loss[loss=0.224, simple_loss=0.2933, pruned_loss=0.07735, over 12224.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006801, over 31.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3108, pruned_loss=0.07608, over 2477677.42 frames. utt_duration=398.6 frames, utt_pad_proportion=0.066, over 24938.34 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3362, pruned_loss=0.1007, over 2468684.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.05782, over 7935.23 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3085, pruned_loss=0.07349, over 2478552.71 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06752, over 26908.87 utterances.], batch size: 31, lr: 7.81e-04
2022-08-21 19:46:00,394 INFO [train.py:927] (2/8) Epoch 3, batch 19450, giga_loss[loss=0.2278, simple_loss=0.2899, pruned_loss=0.08284, over 12372.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1773, over 357.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3105, pruned_loss=0.07715, over 2477301.64 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06997, over 25416.95 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3361, pruned_loss=0.1008, over 2468665.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.05681, over 7931.42 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07431, over 2478298.86 frames. utt_duration=361 frames, utt_pad_proportion=0.07128, over 27549.89 utterances.], batch size: 357, lr: 7.81e-04
2022-08-21 19:48:06,356 INFO [train.py:927] (2/8) Epoch 3, batch 19500, giga_loss[loss=0.2227, simple_loss=0.3111, pruned_loss=0.06715, over 12350.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03337, over 97.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3096, pruned_loss=0.07564, over 2477665.49 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06828, over 24924.41 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3355, pruned_loss=0.1004, over 2468867.38 frames. utt_duration=1250 frames, utt_pad_proportion=0.05626, over 7911.61 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3078, pruned_loss=0.07343, over 2478401.01 frames. utt_duration=370.5 frames, utt_pad_proportion=0.06964, over 26844.30 utterances.], batch size: 97, lr: 7.80e-04
2022-08-21 19:49:59,052 INFO [train.py:927] (2/8) Epoch 3, batch 19550, giga_loss[loss=0.2379, simple_loss=0.31, pruned_loss=0.08286, over 12374.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3109, pruned_loss=0.07445, over 2477504.61 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06645, over 24309.69 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3357, pruned_loss=0.1002, over 2468841.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05603, over 7907.23 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3087, pruned_loss=0.07221, over 2478268.82 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06777, over 26202.76 utterances.], batch size: 257, lr: 7.80e-04
2022-08-21 19:52:09,567 INFO [train.py:927] (2/8) Epoch 3, batch 19600, giga_loss[loss=0.2306, simple_loss=0.3155, pruned_loss=0.0729, over 12431.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3116, pruned_loss=0.07496, over 2477913.23 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06987, over 24744.46 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.336, pruned_loss=0.1008, over 2469014.07 frames. utt_duration=1228 frames, utt_pad_proportion=0.06437, over 8050.22 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.309, pruned_loss=0.07189, over 2478619.52 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06859, over 26602.25 utterances.], batch size: 105, lr: 7.80e-04
2022-08-21 19:54:19,866 INFO [train.py:927] (2/8) Epoch 3, batch 19650, giga_loss[loss=0.2186, simple_loss=0.3071, pruned_loss=0.06511, over 12442.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04631, over 161.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3117, pruned_loss=0.0749, over 2477457.13 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06816, over 24888.47 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3362, pruned_loss=0.1012, over 2468969.19 frames. utt_duration=1218 frames, utt_pad_proportion=0.06744, over 8118.65 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3088, pruned_loss=0.07146, over 2478294.91 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06654, over 26741.53 utterances.], batch size: 161, lr: 7.80e-04
2022-08-21 19:56:25,898 INFO [train.py:927] (2/8) Epoch 3, batch 19700, giga_loss[loss=0.2741, simple_loss=0.3629, pruned_loss=0.09262, over 12365.00 frames. utt_duration=439 frames, utt_pad_proportion=0.0372, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3114, pruned_loss=0.07432, over 2477029.72 frames. utt_duration=405 frames, utt_pad_proportion=0.07143, over 24537.40 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3356, pruned_loss=0.1008, over 2468992.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.06913, over 8153.71 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3084, pruned_loss=0.07073, over 2478094.57 frames. utt_duration=371.2 frames, utt_pad_proportion=0.06957, over 26792.94 utterances.], batch size: 113, lr: 7.79e-04
2022-08-21 19:58:48,393 INFO [train.py:927] (2/8) Epoch 3, batch 19750, giga_loss[loss=0.2103, simple_loss=0.3017, pruned_loss=0.05944, over 12452.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.312, pruned_loss=0.07342, over 2477385.20 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06963, over 24106.91 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3359, pruned_loss=0.1009, over 2469041.30 frames. utt_duration=1213 frames, utt_pad_proportion=0.06885, over 8150.94 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3093, pruned_loss=0.07043, over 2478211.29 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06832, over 25941.33 utterances.], batch size: 105, lr: 7.79e-04
2022-08-21 20:01:12,103 INFO [train.py:927] (2/8) Epoch 3, batch 19800, libri_loss[loss=0.3126, simple_loss=0.3388, pruned_loss=0.1432, over 12234.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006288, over 34.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3114, pruned_loss=0.07323, over 2477723.03 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06534, over 23061.71 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3369, pruned_loss=0.1011, over 2469209.57 frames. utt_duration=1218 frames, utt_pad_proportion=0.06783, over 8122.12 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3079, pruned_loss=0.07017, over 2478400.37 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06483, over 24816.61 utterances.], batch size: 34, lr: 7.79e-04
2022-08-21 20:03:15,280 INFO [train.py:927] (2/8) Epoch 3, batch 19850, giga_loss[loss=0.2171, simple_loss=0.3029, pruned_loss=0.0657, over 12474.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02848, over 80.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3105, pruned_loss=0.07237, over 2477468.32 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06153, over 22361.25 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3368, pruned_loss=0.1011, over 2469024.69 frames. utt_duration=1221 frames, utt_pad_proportion=0.06652, over 8095.35 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3072, pruned_loss=0.0692, over 2478347.91 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06173, over 24111.73 utterances.], batch size: 80, lr: 7.79e-04
2022-08-21 20:05:10,651 INFO [train.py:927] (2/8) Epoch 3, batch 19900, giga_loss[loss=0.2647, simple_loss=0.3305, pruned_loss=0.09948, over 12386.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09481, over 255.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3123, pruned_loss=0.07386, over 2476746.34 frames. utt_duration=443.4 frames, utt_pad_proportion=0.06121, over 22403.98 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.336, pruned_loss=0.1009, over 2468677.12 frames. utt_duration=1224 frames, utt_pad_proportion=0.06454, over 8074.27 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3094, pruned_loss=0.07035, over 2478143.41 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06196, over 24453.18 utterances.], batch size: 255, lr: 7.78e-04
2022-08-21 20:07:04,414 INFO [train.py:927] (2/8) Epoch 3, batch 19950, giga_loss[loss=0.2116, simple_loss=0.2732, pruned_loss=0.07497, over 12365.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3103, pruned_loss=0.07337, over 2476920.70 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06445, over 22868.43 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3355, pruned_loss=0.1008, over 2468628.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.06785, over 8136.23 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3077, pruned_loss=0.06991, over 2478327.80 frames. utt_duration=400 frames, utt_pad_proportion=0.06372, over 24858.16 utterances.], batch size: 358, lr: 7.78e-04
2022-08-21 20:08:58,952 INFO [train.py:927] (2/8) Epoch 3, batch 20000, giga_loss[loss=0.3044, simple_loss=0.3556, pruned_loss=0.1266, over 12380.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09843, over 256.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3105, pruned_loss=0.07482, over 2477474.58 frames. utt_duration=413.6 frames, utt_pad_proportion=0.0688, over 24033.33 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3354, pruned_loss=0.1009, over 2469057.92 frames. utt_duration=1207 frames, utt_pad_proportion=0.07067, over 8192.11 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3079, pruned_loss=0.07123, over 2478441.97 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06718, over 25996.55 utterances.], batch size: 256, lr: 7.78e-04
2022-08-21 20:10:43,330 INFO [train.py:927] (2/8) Epoch 3, batch 20050, giga_loss[loss=0.2921, simple_loss=0.349, pruned_loss=0.1176, over 12348.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2002, over 367.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3207, pruned_loss=0.0811, over 2476896.00 frames. utt_duration=418.4 frames, utt_pad_proportion=0.0707, over 23752.83 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3359, pruned_loss=0.101, over 2469328.33 frames. utt_duration=1207 frames, utt_pad_proportion=0.06988, over 8192.24 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3178, pruned_loss=0.07784, over 2477512.29 frames. utt_duration=389.5 frames, utt_pad_proportion=0.0695, over 25525.71 utterances.], batch size: 367, lr: 7.77e-04
2022-08-21 20:12:28,579 INFO [train.py:927] (2/8) Epoch 3, batch 20100, giga_loss[loss=0.224, simple_loss=0.2999, pruned_loss=0.07405, over 12400.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02891, over 58.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3234, pruned_loss=0.08306, over 2476873.38 frames. utt_duration=451.8 frames, utt_pad_proportion=0.06838, over 21990.70 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3377, pruned_loss=0.1012, over 2469285.41 frames. utt_duration=1201 frames, utt_pad_proportion=0.07209, over 8236.74 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3192, pruned_loss=0.07962, over 2477616.48 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06669, over 23836.02 utterances.], batch size: 58, lr: 7.77e-04
2022-08-21 20:14:11,836 INFO [train.py:927] (2/8) Epoch 3, batch 20150, libri_loss[loss=0.2466, simple_loss=0.3134, pruned_loss=0.08989, over 12485.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006815, over 36.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3174, pruned_loss=0.08132, over 2475605.36 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06563, over 20591.57 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3373, pruned_loss=0.1011, over 2469302.04 frames. utt_duration=1206 frames, utt_pad_proportion=0.07043, over 8199.15 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07814, over 2476356.98 frames. utt_duration=442.2 frames, utt_pad_proportion=0.06492, over 22465.83 utterances.], batch size: 36, lr: 7.77e-04
2022-08-21 20:15:54,682 INFO [train.py:927] (2/8) Epoch 3, batch 20200, giga_loss[loss=0.1807, simple_loss=0.2541, pruned_loss=0.05362, over 12381.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04237, over 37.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3087, pruned_loss=0.07759, over 2474695.37 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06221, over 19181.95 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3371, pruned_loss=0.101, over 2469289.74 frames. utt_duration=1198 frames, utt_pad_proportion=0.07334, over 8253.11 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3057, pruned_loss=0.07478, over 2475417.54 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0609, over 20839.79 utterances.], batch size: 37, lr: 7.77e-04
2022-08-21 20:17:36,973 INFO [train.py:927] (2/8) Epoch 3, batch 20250, libri_loss[loss=0.2018, simple_loss=0.2788, pruned_loss=0.06237, over 12202.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007475, over 30.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3015, pruned_loss=0.07428, over 2474547.82 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06326, over 18998.45 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3363, pruned_loss=0.1005, over 2468935.71 frames. utt_duration=1200 frames, utt_pad_proportion=0.07223, over 8236.81 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2985, pruned_loss=0.07159, over 2475662.61 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06245, over 20762.33 utterances.], batch size: 30, lr: 7.76e-04
2022-08-21 20:19:19,911 INFO [train.py:927] (2/8) Epoch 3, batch 20300, giga_loss[loss=0.2046, simple_loss=0.281, pruned_loss=0.06404, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03546, over 104.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.297, pruned_loss=0.0731, over 2474453.34 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06199, over 18983.30 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3359, pruned_loss=0.1004, over 2469301.31 frames. utt_duration=1205 frames, utt_pad_proportion=0.07046, over 8203.76 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2939, pruned_loss=0.0702, over 2475205.82 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06197, over 20777.39 utterances.], batch size: 104, lr: 7.76e-04
2022-08-21 20:21:05,255 INFO [train.py:927] (2/8) Epoch 3, batch 20350, giga_loss[loss=0.1945, simple_loss=0.2703, pruned_loss=0.05934, over 12389.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.03251, over 104.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2915, pruned_loss=0.07128, over 2474376.65 frames. utt_duration=503.5 frames, utt_pad_proportion=0.0664, over 19714.68 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3353, pruned_loss=0.1001, over 2469259.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.06956, over 8169.96 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2887, pruned_loss=0.06872, over 2475103.28 frames. utt_duration=464.6 frames, utt_pad_proportion=0.06636, over 21374.23 utterances.], batch size: 104, lr: 7.76e-04
2022-08-21 20:22:48,949 INFO [train.py:927] (2/8) Epoch 3, batch 20400, giga_loss[loss=0.1935, simple_loss=0.2712, pruned_loss=0.05792, over 12379.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02999, over 97.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2874, pruned_loss=0.06975, over 2474176.90 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06451, over 19835.79 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3345, pruned_loss=0.09975, over 2469088.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.06824, over 8110.60 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2847, pruned_loss=0.06722, over 2475040.25 frames. utt_duration=461.4 frames, utt_pad_proportion=0.065, over 21522.38 utterances.], batch size: 97, lr: 7.76e-04
2022-08-21 20:24:32,996 INFO [train.py:927] (2/8) Epoch 3, batch 20450, giga_loss[loss=0.1681, simple_loss=0.247, pruned_loss=0.04456, over 12422.00 frames. utt_duration=711.3 frames, utt_pad_proportion=0.02432, over 70.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2817, pruned_loss=0.06646, over 2473906.61 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0639, over 19865.01 utterances.], libri_tot_loss[loss=0.2669, simple_loss=0.3343, pruned_loss=0.09973, over 2468875.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.06779, over 8090.56 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2793, pruned_loss=0.06423, over 2474812.34 frames. utt_duration=466 frames, utt_pad_proportion=0.06447, over 21308.38 utterances.], batch size: 70, lr: 7.75e-04
2022-08-21 20:26:17,659 INFO [train.py:927] (2/8) Epoch 3, batch 20500, giga_loss[loss=0.2692, simple_loss=0.3427, pruned_loss=0.09783, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2816, pruned_loss=0.06617, over 2473993.12 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06201, over 18986.81 utterances.], libri_tot_loss[loss=0.2662, simple_loss=0.3339, pruned_loss=0.09927, over 2468668.70 frames. utt_duration=1226 frames, utt_pad_proportion=0.06685, over 8065.35 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2789, pruned_loss=0.06404, over 2474994.12 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06291, over 20410.93 utterances.], batch size: 97, lr: 7.75e-04
2022-08-21 20:28:01,272 INFO [train.py:927] (2/8) Epoch 3, batch 20550, giga_loss[loss=0.2435, simple_loss=0.3202, pruned_loss=0.08341, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02656, over 45.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.2949, pruned_loss=0.07426, over 2474087.91 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06778, over 19493.36 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3348, pruned_loss=0.09996, over 2468859.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06648, over 8074.50 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2907, pruned_loss=0.07116, over 2474882.28 frames. utt_duration=474.2 frames, utt_pad_proportion=0.0683, over 20938.87 utterances.], batch size: 45, lr: 7.75e-04
2022-08-21 20:29:44,517 INFO [train.py:927] (2/8) Epoch 3, batch 20600, giga_loss[loss=0.2659, simple_loss=0.3257, pruned_loss=0.1031, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03318, over 42.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3045, pruned_loss=0.07873, over 2473704.60 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06936, over 19210.70 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3347, pruned_loss=0.1001, over 2468977.51 frames. utt_duration=1217 frames, utt_pad_proportion=0.06891, over 8127.58 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3003, pruned_loss=0.07552, over 2474371.52 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06893, over 20627.79 utterances.], batch size: 42, lr: 7.75e-04
2022-08-21 20:31:28,921 INFO [train.py:927] (2/8) Epoch 3, batch 20650, giga_loss[loss=0.2534, simple_loss=0.3275, pruned_loss=0.08969, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02472, over 45.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3089, pruned_loss=0.07979, over 2473559.03 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07084, over 19469.52 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.335, pruned_loss=0.1005, over 2469034.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06768, over 8122.75 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3046, pruned_loss=0.07629, over 2474162.06 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07086, over 20915.49 utterances.], batch size: 45, lr: 7.74e-04
2022-08-21 20:33:12,898 INFO [train.py:927] (2/8) Epoch 3, batch 20700, giga_loss[loss=0.2384, simple_loss=0.3201, pruned_loss=0.07838, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03142, over 97.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3138, pruned_loss=0.08255, over 2474425.65 frames. utt_duration=494 frames, utt_pad_proportion=0.07363, over 20094.07 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.335, pruned_loss=0.1007, over 2469293.78 frames. utt_duration=1207 frames, utt_pad_proportion=0.0707, over 8191.44 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3098, pruned_loss=0.07927, over 2474754.82 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0724, over 21373.29 utterances.], batch size: 97, lr: 7.74e-04
2022-08-21 20:34:54,383 INFO [train.py:927] (2/8) Epoch 3, batch 20750, libri_loss[loss=0.2384, simple_loss=0.3058, pruned_loss=0.08546, over 12455.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004749, over 32.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3183, pruned_loss=0.08504, over 2474880.60 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07083, over 19439.88 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3347, pruned_loss=0.1005, over 2469392.87 frames. utt_duration=1207 frames, utt_pad_proportion=0.07085, over 8195.68 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.315, pruned_loss=0.08209, over 2475197.23 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06993, over 20791.89 utterances.], batch size: 32, lr: 7.74e-04
2022-08-21 20:36:34,747 INFO [train.py:927] (2/8) Epoch 3, batch 20800, giga_loss[loss=0.2721, simple_loss=0.3476, pruned_loss=0.09828, over 12450.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.035, over 105.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3221, pruned_loss=0.08576, over 2474149.99 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06504, over 18146.64 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3348, pruned_loss=0.1004, over 2469123.49 frames. utt_duration=1209 frames, utt_pad_proportion=0.07007, over 8178.86 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.08327, over 2474701.92 frames. utt_duration=512.4 frames, utt_pad_proportion=0.0649, over 19373.23 utterances.], batch size: 105, lr: 7.73e-04
2022-08-21 20:38:20,561 INFO [train.py:927] (2/8) Epoch 3, batch 20850, giga_loss[loss=0.2312, simple_loss=0.3184, pruned_loss=0.07198, over 12385.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02707, over 91.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3233, pruned_loss=0.0849, over 2473586.99 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06523, over 17595.58 utterances.], libri_tot_loss[loss=0.2672, simple_loss=0.3343, pruned_loss=0.1001, over 2468881.94 frames. utt_duration=1214 frames, utt_pad_proportion=0.0691, over 8144.55 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3212, pruned_loss=0.08296, over 2474340.58 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06548, over 18784.14 utterances.], batch size: 91, lr: 7.73e-04
2022-08-21 20:40:03,922 INFO [train.py:927] (2/8) Epoch 3, batch 20900, giga_loss[loss=0.2432, simple_loss=0.3284, pruned_loss=0.079, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.323, pruned_loss=0.08356, over 2473266.17 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06071, over 16624.54 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3344, pruned_loss=0.1004, over 2468917.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.06866, over 8138.75 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.321, pruned_loss=0.08135, over 2473931.59 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06131, over 17787.18 utterances.], batch size: 51, lr: 7.73e-04
2022-08-21 20:41:48,022 INFO [train.py:927] (2/8) Epoch 3, batch 20950, giga_loss[loss=0.2412, simple_loss=0.3241, pruned_loss=0.07913, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03329, over 62.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3246, pruned_loss=0.08499, over 2472797.38 frames. utt_duration=605.7 frames, utt_pad_proportion=0.05997, over 16369.62 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3345, pruned_loss=0.1003, over 2468613.72 frames. utt_duration=1218 frames, utt_pad_proportion=0.06761, over 8115.14 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3227, pruned_loss=0.08308, over 2473699.79 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06092, over 17473.01 utterances.], batch size: 62, lr: 7.73e-04
2022-08-21 20:43:33,041 INFO [train.py:927] (2/8) Epoch 3, batch 21000, giga_loss[loss=0.2494, simple_loss=0.3205, pruned_loss=0.08914, over 12393.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05146, over 161.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3255, pruned_loss=0.08729, over 2472258.41 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06051, over 16526.23 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3344, pruned_loss=0.1002, over 2468691.38 frames. utt_duration=1220 frames, utt_pad_proportion=0.06666, over 8106.98 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.324, pruned_loss=0.08556, over 2472980.92 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06153, over 17549.92 utterances.], batch size: 161, lr: 7.72e-04
2022-08-21 20:43:33,043 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 20:43:46,524 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.2016, simple_loss=0.3066, pruned_loss=0.04835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 20:45:28,204 INFO [train.py:927] (2/8) Epoch 3, batch 21050, giga_loss[loss=0.252, simple_loss=0.3243, pruned_loss=0.08983, over 12472.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.03898, over 34.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3242, pruned_loss=0.08733, over 2472825.89 frames. utt_duration=629.5 frames, utt_pad_proportion=0.05679, over 15749.41 utterances.], libri_tot_loss[loss=0.2666, simple_loss=0.3336, pruned_loss=0.09984, over 2468828.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06504, over 8048.28 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3234, pruned_loss=0.08586, over 2473383.16 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05847, over 16895.29 utterances.], batch size: 34, lr: 7.72e-04
2022-08-21 20:47:14,416 INFO [train.py:927] (2/8) Epoch 3, batch 21100, giga_loss[loss=0.2231, simple_loss=0.3097, pruned_loss=0.06819, over 12405.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03484, over 75.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3233, pruned_loss=0.08621, over 2473079.45 frames. utt_duration=619.6 frames, utt_pad_proportion=0.05863, over 16005.15 utterances.], libri_tot_loss[loss=0.2663, simple_loss=0.3335, pruned_loss=0.09953, over 2468991.16 frames. utt_duration=1236 frames, utt_pad_proportion=0.0634, over 8002.12 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3224, pruned_loss=0.08492, over 2473513.09 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06048, over 17219.72 utterances.], batch size: 75, lr: 7.72e-04
2022-08-21 20:48:58,639 INFO [train.py:927] (2/8) Epoch 3, batch 21150, giga_loss[loss=0.197, simple_loss=0.2792, pruned_loss=0.0574, over 12265.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02762, over 54.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.0847, over 2473326.37 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05871, over 16356.88 utterances.], libri_tot_loss[loss=0.2659, simple_loss=0.3329, pruned_loss=0.09941, over 2468780.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.0623, over 7958.58 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3196, pruned_loss=0.08345, over 2473975.54 frames. utt_duration=565.1 frames, utt_pad_proportion=0.0606, over 17557.52 utterances.], batch size: 54, lr: 7.72e-04
2022-08-21 20:50:44,210 INFO [train.py:927] (2/8) Epoch 3, batch 21200, giga_loss[loss=0.2133, simple_loss=0.2943, pruned_loss=0.0661, over 12378.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0384, over 113.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3141, pruned_loss=0.08241, over 2473161.70 frames. utt_duration=553.4 frames, utt_pad_proportion=0.07008, over 17924.98 utterances.], libri_tot_loss[loss=0.2652, simple_loss=0.3322, pruned_loss=0.09911, over 2468791.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.06143, over 7930.58 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3141, pruned_loss=0.0814, over 2473723.73 frames. utt_duration=521 frames, utt_pad_proportion=0.07108, over 19046.93 utterances.], batch size: 113, lr: 7.71e-04
2022-08-21 20:52:36,861 INFO [train.py:927] (2/8) Epoch 3, batch 21250, giga_loss[loss=0.2416, simple_loss=0.3074, pruned_loss=0.08791, over 12429.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03707, over 43.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3137, pruned_loss=0.08206, over 2473860.13 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06769, over 17999.12 utterances.], libri_tot_loss[loss=0.2657, simple_loss=0.3328, pruned_loss=0.09933, over 2468973.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.06124, over 7942.00 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3127, pruned_loss=0.08074, over 2474220.82 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06873, over 19070.24 utterances.], batch size: 43, lr: 7.71e-04
2022-08-21 20:54:18,873 INFO [train.py:927] (2/8) Epoch 3, batch 21300, libri_loss[loss=0.3254, simple_loss=0.3726, pruned_loss=0.1391, over 12406.00 frames. utt_duration=764.8 frames, utt_pad_proportion=0.1309, over 65.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3147, pruned_loss=0.08305, over 2473748.75 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06505, over 17368.99 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3347, pruned_loss=0.1002, over 2468660.87 frames. utt_duration=1242 frames, utt_pad_proportion=0.06095, over 7963.24 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3115, pruned_loss=0.08052, over 2474497.86 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06625, over 18613.35 utterances.], batch size: 65, lr: 7.71e-04
2022-08-21 20:56:00,383 INFO [train.py:927] (2/8) Epoch 3, batch 21350, giga_loss[loss=0.2058, simple_loss=0.2787, pruned_loss=0.06641, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03153, over 62.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3117, pruned_loss=0.08257, over 2474215.10 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06148, over 17056.32 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3349, pruned_loss=0.1007, over 2468680.35 frames. utt_duration=1241 frames, utt_pad_proportion=0.06082, over 7964.81 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3085, pruned_loss=0.07968, over 2474919.96 frames. utt_duration=544 frames, utt_pad_proportion=0.06278, over 18248.78 utterances.], batch size: 62, lr: 7.71e-04
2022-08-21 20:57:43,747 INFO [train.py:927] (2/8) Epoch 3, batch 21400, giga_loss[loss=0.2194, simple_loss=0.2918, pruned_loss=0.07352, over 12453.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3079, pruned_loss=0.08096, over 2474144.00 frames. utt_duration=614.6 frames, utt_pad_proportion=0.05927, over 16142.69 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3346, pruned_loss=0.1008, over 2468662.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06396, over 8009.53 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3047, pruned_loss=0.07787, over 2474896.34 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05914, over 17367.77 utterances.], batch size: 105, lr: 7.70e-04
2022-08-21 20:59:24,637 INFO [train.py:927] (2/8) Epoch 3, batch 21450, giga_loss[loss=0.2004, simple_loss=0.2749, pruned_loss=0.06295, over 12255.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02745, over 54.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3038, pruned_loss=0.07944, over 2473894.23 frames. utt_duration=628.4 frames, utt_pad_proportion=0.05843, over 15784.22 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3338, pruned_loss=0.1005, over 2468865.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.06318, over 7997.56 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3011, pruned_loss=0.07665, over 2474466.73 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05863, over 17023.24 utterances.], batch size: 54, lr: 7.70e-04
2022-08-21 21:01:07,040 INFO [train.py:927] (2/8) Epoch 3, batch 21500, giga_loss[loss=0.2229, simple_loss=0.2868, pruned_loss=0.07953, over 12279.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02685, over 54.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3023, pruned_loss=0.07874, over 2473082.78 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05683, over 15669.23 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3345, pruned_loss=0.1005, over 2469308.85 frames. utt_duration=1240 frames, utt_pad_proportion=0.06197, over 7977.91 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.2988, pruned_loss=0.07602, over 2473255.72 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05756, over 16847.95 utterances.], batch size: 54, lr: 7.70e-04
2022-08-21 21:02:49,421 INFO [train.py:927] (2/8) Epoch 3, batch 21550, libri_loss[loss=0.2308, simple_loss=0.2923, pruned_loss=0.08459, over 12400.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007219, over 30.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3006, pruned_loss=0.07767, over 2472447.73 frames. utt_duration=647.5 frames, utt_pad_proportion=0.05802, over 15309.80 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3349, pruned_loss=0.1007, over 2469122.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.06098, over 7948.68 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2967, pruned_loss=0.07479, over 2472835.43 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05894, over 16449.50 utterances.], batch size: 30, lr: 7.70e-04
2022-08-21 21:04:35,683 INFO [train.py:927] (2/8) Epoch 3, batch 21600, giga_loss[loss=0.2354, simple_loss=0.3008, pruned_loss=0.08505, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.0366, over 26.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3042, pruned_loss=0.07968, over 2472743.56 frames. utt_duration=634.2 frames, utt_pad_proportion=0.05812, over 15631.79 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3351, pruned_loss=0.101, over 2469171.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.06436, over 8004.52 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3002, pruned_loss=0.07661, over 2473081.47 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05755, over 16672.75 utterances.], batch size: 26, lr: 7.69e-04
2022-08-21 21:06:18,747 INFO [train.py:927] (2/8) Epoch 3, batch 21650, giga_loss[loss=0.2445, simple_loss=0.327, pruned_loss=0.08105, over 12349.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3099, pruned_loss=0.08344, over 2473076.47 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06624, over 16735.43 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3348, pruned_loss=0.1009, over 2469410.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.0639, over 7990.49 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3067, pruned_loss=0.081, over 2473145.00 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06566, over 17655.58 utterances.], batch size: 62, lr: 7.69e-04
2022-08-21 21:08:01,748 INFO [train.py:927] (2/8) Epoch 3, batch 21700, giga_loss[loss=0.2381, simple_loss=0.3294, pruned_loss=0.07338, over 12485.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.0369, over 26.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3164, pruned_loss=0.08602, over 2473550.60 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06513, over 17049.26 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3353, pruned_loss=0.1013, over 2469272.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.06355, over 7997.50 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3132, pruned_loss=0.08345, over 2473799.92 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06488, over 17892.93 utterances.], batch size: 26, lr: 7.69e-04
2022-08-21 21:09:44,723 INFO [train.py:927] (2/8) Epoch 3, batch 21750, giga_loss[loss=0.2651, simple_loss=0.3442, pruned_loss=0.09296, over 12282.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02633, over 54.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3248, pruned_loss=0.09122, over 2473954.52 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06263, over 17793.99 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3358, pruned_loss=0.1017, over 2468954.06 frames. utt_duration=1231 frames, utt_pad_proportion=0.06385, over 8029.71 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3213, pruned_loss=0.08841, over 2474589.48 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06244, over 18743.18 utterances.], batch size: 54, lr: 7.69e-04
2022-08-21 21:11:26,788 INFO [train.py:927] (2/8) Epoch 3, batch 21800, giga_loss[loss=0.22, simple_loss=0.2981, pruned_loss=0.07097, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0267, over 45.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.323, pruned_loss=0.0892, over 2473345.98 frames. utt_duration=547.5 frames, utt_pad_proportion=0.0621, over 18120.70 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.336, pruned_loss=0.1021, over 2468645.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.06355, over 8040.82 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3198, pruned_loss=0.08647, over 2474199.27 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06208, over 19036.32 utterances.], batch size: 45, lr: 7.68e-04
2022-08-21 21:13:10,379 INFO [train.py:927] (2/8) Epoch 3, batch 21850, giga_loss[loss=0.2889, simple_loss=0.3538, pruned_loss=0.112, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05521, over 162.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3209, pruned_loss=0.08684, over 2473631.81 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06148, over 18275.09 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3362, pruned_loss=0.1021, over 2468878.16 frames. utt_duration=1228 frames, utt_pad_proportion=0.06291, over 8051.96 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.318, pruned_loss=0.08435, over 2474189.99 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06173, over 19176.24 utterances.], batch size: 162, lr: 7.68e-04
2022-08-21 21:14:55,139 INFO [train.py:927] (2/8) Epoch 3, batch 21900, giga_loss[loss=0.2628, simple_loss=0.3396, pruned_loss=0.09303, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03794, over 30.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.08804, over 2473238.27 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06648, over 18730.65 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3359, pruned_loss=0.1022, over 2468793.34 frames. utt_duration=1217 frames, utt_pad_proportion=0.06706, over 8127.41 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3204, pruned_loss=0.08554, over 2473903.96 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06481, over 19721.68 utterances.], batch size: 30, lr: 7.68e-04
2022-08-21 21:16:40,241 INFO [train.py:927] (2/8) Epoch 3, batch 21950, giga_loss[loss=0.2467, simple_loss=0.319, pruned_loss=0.08718, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3255, pruned_loss=0.08994, over 2473151.49 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06523, over 18265.75 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3368, pruned_loss=0.1025, over 2468564.92 frames. utt_duration=1207 frames, utt_pad_proportion=0.07009, over 8192.97 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08734, over 2473983.35 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06275, over 19225.50 utterances.], batch size: 97, lr: 7.68e-04
2022-08-21 21:18:22,787 INFO [train.py:927] (2/8) Epoch 3, batch 22000, giga_loss[loss=0.2535, simple_loss=0.3252, pruned_loss=0.09095, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05351, over 162.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3264, pruned_loss=0.09001, over 2472796.12 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06272, over 17750.96 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3377, pruned_loss=0.1029, over 2468583.09 frames. utt_duration=1195 frames, utt_pad_proportion=0.07416, over 8274.63 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.0875, over 2473475.00 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05904, over 18522.50 utterances.], batch size: 162, lr: 7.67e-04
2022-08-21 21:20:04,889 INFO [train.py:927] (2/8) Epoch 3, batch 22050, giga_loss[loss=0.2347, simple_loss=0.3131, pruned_loss=0.07812, over 12296.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03697, over 51.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3265, pruned_loss=0.08971, over 2472312.41 frames. utt_duration=582 frames, utt_pad_proportion=0.06116, over 17036.30 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3375, pruned_loss=0.1028, over 2468511.60 frames. utt_duration=1195 frames, utt_pad_proportion=0.07366, over 8275.81 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3237, pruned_loss=0.08748, over 2473023.50 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05829, over 17854.45 utterances.], batch size: 51, lr: 7.67e-04
2022-08-21 21:21:48,018 INFO [train.py:927] (2/8) Epoch 3, batch 22100, giga_loss[loss=0.2407, simple_loss=0.3201, pruned_loss=0.08059, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02744, over 48.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3276, pruned_loss=0.08966, over 2473232.46 frames. utt_duration=600 frames, utt_pad_proportion=0.06168, over 16528.26 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3374, pruned_loss=0.1028, over 2468976.52 frames. utt_duration=1184 frames, utt_pad_proportion=0.07517, over 8352.91 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3248, pruned_loss=0.08717, over 2473574.45 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05815, over 17542.38 utterances.], batch size: 48, lr: 7.67e-04
2022-08-21 21:23:31,254 INFO [train.py:927] (2/8) Epoch 3, batch 22150, giga_loss[loss=0.2769, simple_loss=0.3454, pruned_loss=0.1042, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0344, over 40.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3262, pruned_loss=0.089, over 2472684.86 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05836, over 15726.40 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3373, pruned_loss=0.1028, over 2468658.66 frames. utt_duration=1188 frames, utt_pad_proportion=0.07408, over 8319.13 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.324, pruned_loss=0.08681, over 2473281.24 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05598, over 16700.38 utterances.], batch size: 40, lr: 7.67e-04
2022-08-21 21:25:15,278 INFO [train.py:927] (2/8) Epoch 3, batch 22200, giga_loss[loss=0.2482, simple_loss=0.3309, pruned_loss=0.08279, over 12399.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02598, over 70.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3252, pruned_loss=0.08838, over 2473598.99 frames. utt_duration=621.8 frames, utt_pad_proportion=0.05834, over 15951.97 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3375, pruned_loss=0.1029, over 2468530.09 frames. utt_duration=1192 frames, utt_pad_proportion=0.07307, over 8295.92 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.323, pruned_loss=0.08628, over 2474277.63 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05678, over 16883.99 utterances.], batch size: 70, lr: 7.66e-04
2022-08-21 21:26:56,234 INFO [train.py:927] (2/8) Epoch 3, batch 22250, giga_loss[loss=0.2162, simple_loss=0.3017, pruned_loss=0.06539, over 12435.00 frames. utt_duration=803.9 frames, utt_pad_proportion=0.02681, over 62.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3273, pruned_loss=0.08913, over 2472942.99 frames. utt_duration=644.6 frames, utt_pad_proportion=0.05801, over 15380.19 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3391, pruned_loss=0.1031, over 2468532.28 frames. utt_duration=1199 frames, utt_pad_proportion=0.07123, over 8248.10 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3237, pruned_loss=0.0867, over 2473649.94 frames. utt_duration=603.4 frames, utt_pad_proportion=0.0573, over 16439.51 utterances.], batch size: 62, lr: 7.66e-04
2022-08-21 21:28:37,274 INFO [train.py:927] (2/8) Epoch 3, batch 22300, libri_loss[loss=0.2429, simple_loss=0.311, pruned_loss=0.0874, over 12440.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03529, over 46.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3264, pruned_loss=0.08793, over 2472778.67 frames. utt_duration=655.9 frames, utt_pad_proportion=0.05767, over 15114.13 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3388, pruned_loss=0.103, over 2469041.33 frames. utt_duration=1199 frames, utt_pad_proportion=0.06965, over 8248.48 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3233, pruned_loss=0.08555, over 2473052.06 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05755, over 16261.25 utterances.], batch size: 46, lr: 7.66e-04
2022-08-21 21:30:19,844 INFO [train.py:927] (2/8) Epoch 3, batch 22350, giga_loss[loss=0.2339, simple_loss=0.2933, pruned_loss=0.0873, over 12338.00 frames. utt_duration=132.4 frames, utt_pad_proportion=0.2212, over 377.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3237, pruned_loss=0.08672, over 2473296.14 frames. utt_duration=669.3 frames, utt_pad_proportion=0.0579, over 14814.72 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.338, pruned_loss=0.1025, over 2469053.41 frames. utt_duration=1206 frames, utt_pad_proportion=0.06881, over 8198.88 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3217, pruned_loss=0.08491, over 2473554.26 frames. utt_duration=624.4 frames, utt_pad_proportion=0.05807, over 15882.81 utterances.], batch size: 377, lr: 7.65e-04
2022-08-21 21:32:03,146 INFO [train.py:927] (2/8) Epoch 3, batch 22400, libri_loss[loss=0.219, simple_loss=0.2929, pruned_loss=0.07256, over 12224.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008611, over 29.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3198, pruned_loss=0.08514, over 2473407.03 frames. utt_duration=670.5 frames, utt_pad_proportion=0.0571, over 14787.72 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3373, pruned_loss=0.1022, over 2469092.63 frames. utt_duration=1213 frames, utt_pad_proportion=0.06733, over 8152.46 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08358, over 2473698.90 frames. utt_duration=624.9 frames, utt_pad_proportion=0.05789, over 15871.25 utterances.], batch size: 29, lr: 7.65e-04
2022-08-21 21:33:44,694 INFO [train.py:927] (2/8) Epoch 3, batch 22450, giga_loss[loss=0.2291, simple_loss=0.3065, pruned_loss=0.07588, over 12369.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.0324, over 51.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3199, pruned_loss=0.08581, over 2473048.57 frames. utt_duration=641.7 frames, utt_pad_proportion=0.06024, over 15451.65 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3373, pruned_loss=0.1024, over 2468941.54 frames. utt_duration=1205 frames, utt_pad_proportion=0.07044, over 8207.62 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3183, pruned_loss=0.08393, over 2473513.69 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05915, over 16457.68 utterances.], batch size: 51, lr: 7.65e-04
2022-08-21 21:35:28,119 INFO [train.py:927] (2/8) Epoch 3, batch 22500, giga_loss[loss=0.1847, simple_loss=0.2668, pruned_loss=0.05127, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03249, over 37.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3169, pruned_loss=0.08445, over 2473287.27 frames. utt_duration=650.4 frames, utt_pad_proportion=0.05549, over 15245.60 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3373, pruned_loss=0.1023, over 2469074.83 frames. utt_duration=1206 frames, utt_pad_proportion=0.07017, over 8202.58 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3156, pruned_loss=0.08295, over 2473555.11 frames. utt_duration=617.3 frames, utt_pad_proportion=0.05495, over 16066.58 utterances.], batch size: 37, lr: 7.65e-04
2022-08-21 21:37:09,248 INFO [train.py:927] (2/8) Epoch 3, batch 22550, giga_loss[loss=0.2292, simple_loss=0.3079, pruned_loss=0.07527, over 12141.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04138, over 33.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3134, pruned_loss=0.0827, over 2473192.43 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05559, over 15596.57 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3373, pruned_loss=0.1021, over 2468936.31 frames. utt_duration=1211 frames, utt_pad_proportion=0.06952, over 8166.72 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3121, pruned_loss=0.08151, over 2473585.53 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05539, over 16370.98 utterances.], batch size: 33, lr: 7.64e-04
2022-08-21 21:38:47,167 INFO [train.py:927] (2/8) Epoch 3, batch 22600, giga_loss[loss=0.2166, simple_loss=0.3001, pruned_loss=0.06655, over 12373.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03063, over 58.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3131, pruned_loss=0.08212, over 2473454.73 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05245, over 15512.94 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3373, pruned_loss=0.102, over 2468608.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.06789, over 8152.33 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3112, pruned_loss=0.08057, over 2474193.49 frames. utt_duration=605.1 frames, utt_pad_proportion=0.0529, over 16396.52 utterances.], batch size: 58, lr: 7.64e-04
2022-08-21 21:40:27,364 INFO [train.py:927] (2/8) Epoch 3, batch 22650, giga_loss[loss=0.3263, simple_loss=0.3751, pruned_loss=0.1388, over 12375.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1964, over 366.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3146, pruned_loss=0.0828, over 2473380.60 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05903, over 16234.12 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3372, pruned_loss=0.102, over 2468639.56 frames. utt_duration=1205 frames, utt_pad_proportion=0.07063, over 8203.99 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3125, pruned_loss=0.08101, over 2474083.98 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05745, over 17100.04 utterances.], batch size: 366, lr: 7.64e-04
2022-08-21 21:42:08,411 INFO [train.py:927] (2/8) Epoch 3, batch 22700, giga_loss[loss=0.2001, simple_loss=0.2799, pruned_loss=0.06012, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03548, over 28.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3161, pruned_loss=0.08311, over 2473487.70 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06145, over 17597.62 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3371, pruned_loss=0.102, over 2468626.68 frames. utt_duration=1207 frames, utt_pad_proportion=0.06991, over 8191.01 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3142, pruned_loss=0.0814, over 2474113.57 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06043, over 18408.80 utterances.], batch size: 28, lr: 7.64e-04
2022-08-21 21:43:48,021 INFO [train.py:927] (2/8) Epoch 3, batch 22750, giga_loss[loss=0.2693, simple_loss=0.3303, pruned_loss=0.1041, over 12284.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02623, over 54.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3166, pruned_loss=0.08241, over 2472889.17 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05645, over 16846.27 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3383, pruned_loss=0.1023, over 2468455.53 frames. utt_duration=1210 frames, utt_pad_proportion=0.06861, over 8168.53 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3134, pruned_loss=0.08036, over 2473648.27 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05625, over 17719.62 utterances.], batch size: 54, lr: 7.63e-04
2022-08-21 21:45:29,425 INFO [train.py:927] (2/8) Epoch 3, batch 22800, giga_loss[loss=0.2576, simple_loss=0.3362, pruned_loss=0.08952, over 12362.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3167, pruned_loss=0.08268, over 2473451.30 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05892, over 17401.16 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3382, pruned_loss=0.1022, over 2468570.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.06757, over 8152.36 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3139, pruned_loss=0.08075, over 2474034.99 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05903, over 18268.06 utterances.], batch size: 91, lr: 7.63e-04
2022-08-21 21:47:11,505 INFO [train.py:927] (2/8) Epoch 3, batch 22850, giga_loss[loss=0.2611, simple_loss=0.3366, pruned_loss=0.09279, over 12378.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3193, pruned_loss=0.08421, over 2473154.57 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05948, over 17588.33 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3376, pruned_loss=0.1021, over 2468229.48 frames. utt_duration=1207 frames, utt_pad_proportion=0.07045, over 8188.14 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.317, pruned_loss=0.08215, over 2474074.99 frames. utt_duration=535.4 frames, utt_pad_proportion=0.05837, over 18536.70 utterances.], batch size: 70, lr: 7.63e-04
2022-08-21 21:48:51,505 INFO [train.py:927] (2/8) Epoch 3, batch 22900, giga_loss[loss=0.2282, simple_loss=0.317, pruned_loss=0.06974, over 12396.00 frames. utt_duration=275.6 frames, utt_pad_proportion=0.05291, over 181.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3202, pruned_loss=0.08469, over 2472536.01 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05947, over 17437.94 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3373, pruned_loss=0.1021, over 2468183.67 frames. utt_duration=1214 frames, utt_pad_proportion=0.06924, over 8143.99 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08268, over 2473410.76 frames. utt_duration=538 frames, utt_pad_proportion=0.05896, over 18442.03 utterances.], batch size: 181, lr: 7.63e-04
2022-08-21 21:50:34,082 INFO [train.py:927] (2/8) Epoch 3, batch 22950, giga_loss[loss=0.2591, simple_loss=0.332, pruned_loss=0.09315, over 12415.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04642, over 161.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.32, pruned_loss=0.08476, over 2472672.83 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05601, over 16881.01 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3364, pruned_loss=0.1015, over 2468368.41 frames. utt_duration=1223 frames, utt_pad_proportion=0.06727, over 8085.28 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3187, pruned_loss=0.083, over 2473375.96 frames. utt_duration=549 frames, utt_pad_proportion=0.05644, over 18071.10 utterances.], batch size: 161, lr: 7.62e-04
2022-08-21 21:52:16,185 INFO [train.py:927] (2/8) Epoch 3, batch 23000, giga_loss[loss=0.2687, simple_loss=0.3361, pruned_loss=0.1006, over 12364.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03388, over 122.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08342, over 2473100.70 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05466, over 16633.40 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3356, pruned_loss=0.1013, over 2468248.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.06583, over 8042.16 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3172, pruned_loss=0.0818, over 2473879.36 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05553, over 17842.40 utterances.], batch size: 122, lr: 7.62e-04
2022-08-21 21:53:55,750 INFO [train.py:927] (2/8) Epoch 3, batch 23050, giga_loss[loss=0.2246, simple_loss=0.3132, pruned_loss=0.06795, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03175, over 70.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3167, pruned_loss=0.08327, over 2473777.27 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05436, over 17215.11 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3356, pruned_loss=0.1012, over 2468216.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.0644, over 7996.41 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08156, over 2474581.77 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05547, over 18456.41 utterances.], batch size: 70, lr: 7.62e-04
2022-08-21 21:55:35,495 INFO [train.py:927] (2/8) Epoch 3, batch 23100, giga_loss[loss=0.232, simple_loss=0.3139, pruned_loss=0.07499, over 12410.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02504, over 70.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3188, pruned_loss=0.08363, over 2474159.14 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05589, over 17992.52 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3356, pruned_loss=0.1015, over 2468045.26 frames. utt_duration=1237 frames, utt_pad_proportion=0.06394, over 7992.40 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3176, pruned_loss=0.08172, over 2475027.46 frames. utt_duration=519.5 frames, utt_pad_proportion=0.0568, over 19112.04 utterances.], batch size: 70, lr: 7.62e-04
2022-08-21 21:57:16,293 INFO [train.py:927] (2/8) Epoch 3, batch 23150, giga_loss[loss=0.2218, simple_loss=0.3023, pruned_loss=0.07063, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0345, over 28.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08313, over 2473938.22 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05321, over 18023.11 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3358, pruned_loss=0.1015, over 2467738.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06348, over 7975.52 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08154, over 2474962.53 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05421, over 19012.95 utterances.], batch size: 28, lr: 7.61e-04
2022-08-21 21:58:57,083 INFO [train.py:927] (2/8) Epoch 3, batch 23200, giga_loss[loss=0.2253, simple_loss=0.3016, pruned_loss=0.07451, over 12343.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0315, over 85.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3157, pruned_loss=0.08279, over 2473296.62 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05612, over 18114.60 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3355, pruned_loss=0.1013, over 2467367.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.06238, over 7940.54 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3144, pruned_loss=0.08123, over 2474579.90 frames. utt_duration=518.1 frames, utt_pad_proportion=0.0571, over 19161.32 utterances.], batch size: 85, lr: 7.61e-04
2022-08-21 22:00:45,035 INFO [train.py:927] (2/8) Epoch 3, batch 23250, giga_loss[loss=0.2191, simple_loss=0.2978, pruned_loss=0.07017, over 12341.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03419, over 62.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3142, pruned_loss=0.08307, over 2474143.37 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06058, over 18466.58 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3354, pruned_loss=0.1014, over 2467697.73 frames. utt_duration=1248 frames, utt_pad_proportion=0.06144, over 7917.98 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.313, pruned_loss=0.08145, over 2474971.02 frames. utt_duration=509 frames, utt_pad_proportion=0.06148, over 19508.60 utterances.], batch size: 62, lr: 7.61e-04
2022-08-21 22:02:26,130 INFO [train.py:927] (2/8) Epoch 3, batch 23300, giga_loss[loss=0.2185, simple_loss=0.2945, pruned_loss=0.07125, over 12416.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03745, over 113.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3102, pruned_loss=0.08137, over 2473633.92 frames. utt_duration=569 frames, utt_pad_proportion=0.05907, over 17436.29 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3356, pruned_loss=0.1015, over 2467683.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.06112, over 7914.73 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3084, pruned_loss=0.07944, over 2474453.52 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06004, over 18507.13 utterances.], batch size: 113, lr: 7.61e-04
2022-08-21 22:04:07,802 INFO [train.py:927] (2/8) Epoch 3, batch 23350, giga_loss[loss=0.2042, simple_loss=0.2821, pruned_loss=0.06317, over 12361.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03133, over 85.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3073, pruned_loss=0.08035, over 2473386.94 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06526, over 17284.41 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3363, pruned_loss=0.1018, over 2467733.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.06571, over 8044.15 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3044, pruned_loss=0.07783, over 2474168.66 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06382, over 18320.69 utterances.], batch size: 85, lr: 7.60e-04
2022-08-21 22:05:48,101 INFO [train.py:927] (2/8) Epoch 3, batch 23400, giga_loss[loss=0.2265, simple_loss=0.3068, pruned_loss=0.07306, over 12390.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.02908, over 51.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3083, pruned_loss=0.08031, over 2473943.25 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06437, over 17209.95 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3357, pruned_loss=0.1016, over 2467716.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.06514, over 8014.67 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3061, pruned_loss=0.07827, over 2474634.76 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06346, over 18173.91 utterances.], batch size: 51, lr: 7.60e-04
2022-08-21 22:07:29,393 INFO [train.py:927] (2/8) Epoch 3, batch 23450, giga_loss[loss=0.2201, simple_loss=0.3005, pruned_loss=0.06991, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03025, over 45.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3109, pruned_loss=0.0813, over 2473152.44 frames. utt_duration=572.5 frames, utt_pad_proportion=0.0649, over 17323.99 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3353, pruned_loss=0.1015, over 2467669.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.06427, over 7983.52 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07938, over 2473858.77 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06452, over 18295.02 utterances.], batch size: 45, lr: 7.60e-04
2022-08-21 22:09:12,143 INFO [train.py:927] (2/8) Epoch 3, batch 23500, giga_loss[loss=0.2633, simple_loss=0.3361, pruned_loss=0.09529, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.0343, over 51.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3136, pruned_loss=0.08246, over 2473683.12 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06088, over 17299.64 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3351, pruned_loss=0.1013, over 2467609.95 frames. utt_duration=1240 frames, utt_pad_proportion=0.06358, over 7966.82 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.312, pruned_loss=0.0809, over 2474384.04 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06103, over 18206.79 utterances.], batch size: 51, lr: 7.60e-04
2022-08-21 22:11:01,161 INFO [train.py:927] (2/8) Epoch 3, batch 23550, giga_loss[loss=0.3029, simple_loss=0.37, pruned_loss=0.1179, over 12373.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3218, pruned_loss=0.0885, over 2473971.05 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06319, over 17932.06 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.335, pruned_loss=0.1011, over 2467958.55 frames. utt_duration=1231 frames, utt_pad_proportion=0.06643, over 8029.60 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.32, pruned_loss=0.08683, over 2474432.10 frames. utt_duration=524 frames, utt_pad_proportion=0.06217, over 18942.13 utterances.], batch size: 182, lr: 7.59e-04
2022-08-21 22:12:43,951 INFO [train.py:927] (2/8) Epoch 3, batch 23600, giga_loss[loss=0.2431, simple_loss=0.3168, pruned_loss=0.08469, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02888, over 48.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.33, pruned_loss=0.09457, over 2474049.89 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06328, over 18354.49 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3357, pruned_loss=0.1018, over 2468149.49 frames. utt_duration=1208 frames, utt_pad_proportion=0.07384, over 8185.71 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3278, pruned_loss=0.09232, over 2474427.53 frames. utt_duration=514.1 frames, utt_pad_proportion=0.05962, over 19307.66 utterances.], batch size: 48, lr: 7.59e-04
2022-08-21 22:14:30,815 INFO [train.py:927] (2/8) Epoch 3, batch 23650, giga_loss[loss=0.284, simple_loss=0.3487, pruned_loss=0.1097, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03414, over 43.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3378, pruned_loss=0.101, over 2473661.94 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06466, over 18750.72 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3358, pruned_loss=0.1019, over 2468104.39 frames. utt_duration=1198 frames, utt_pad_proportion=0.07742, over 8247.87 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3358, pruned_loss=0.09904, over 2474094.90 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06042, over 19622.54 utterances.], batch size: 43, lr: 7.59e-04
2022-08-21 22:16:16,648 INFO [train.py:927] (2/8) Epoch 3, batch 23700, giga_loss[loss=0.276, simple_loss=0.3431, pruned_loss=0.1045, over 12366.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3422, pruned_loss=0.1044, over 2474224.72 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06325, over 18710.27 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3362, pruned_loss=0.102, over 2468449.78 frames. utt_duration=1198 frames, utt_pad_proportion=0.07654, over 8254.82 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3403, pruned_loss=0.1028, over 2474380.19 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06018, over 19571.30 utterances.], batch size: 70, lr: 7.59e-04
2022-08-21 22:18:02,339 INFO [train.py:927] (2/8) Epoch 3, batch 23750, giga_loss[loss=0.308, simple_loss=0.36, pruned_loss=0.128, over 12349.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.02906, over 62.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3467, pruned_loss=0.1089, over 2474217.87 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06423, over 19039.19 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3361, pruned_loss=0.1018, over 2468733.81 frames. utt_duration=1200 frames, utt_pad_proportion=0.07507, over 8238.36 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3456, pruned_loss=0.1079, over 2474240.36 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0622, over 20032.33 utterances.], batch size: 62, lr: 7.58e-04
2022-08-21 22:19:52,774 INFO [train.py:927] (2/8) Epoch 3, batch 23800, libri_loss[loss=0.3203, simple_loss=0.39, pruned_loss=0.1253, over 12390.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02357, over 43.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3532, pruned_loss=0.1155, over 2474347.10 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07573, over 20892.31 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3362, pruned_loss=0.1018, over 2469091.93 frames. utt_duration=1204 frames, utt_pad_proportion=0.07335, over 8215.66 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.3525, pruned_loss=0.1149, over 2474198.25 frames. utt_duration=451 frames, utt_pad_proportion=0.07427, over 22014.90 utterances.], batch size: 43, lr: 7.58e-04
2022-08-21 22:21:41,827 INFO [train.py:927] (2/8) Epoch 3, batch 23850, giga_loss[loss=0.2322, simple_loss=0.3101, pruned_loss=0.07718, over 12431.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03936, over 37.00 utterances.], tot_loss[loss=0.2947, simple_loss=0.3544, pruned_loss=0.1175, over 2474212.73 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07558, over 21284.86 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.336, pruned_loss=0.1018, over 2469018.86 frames. utt_duration=1206 frames, utt_pad_proportion=0.07234, over 8197.51 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3544, pruned_loss=0.1173, over 2474268.37 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0748, over 22419.91 utterances.], batch size: 37, lr: 7.58e-04
2022-08-21 22:23:25,939 INFO [train.py:927] (2/8) Epoch 3, batch 23900, giga_loss[loss=0.2643, simple_loss=0.3387, pruned_loss=0.09494, over 12434.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03075, over 80.00 utterances.], tot_loss[loss=0.2941, simple_loss=0.354, pruned_loss=0.1171, over 2473813.33 frames. utt_duration=454.9 frames, utt_pad_proportion=0.0827, over 21821.98 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3361, pruned_loss=0.1022, over 2469253.60 frames. utt_duration=1203 frames, utt_pad_proportion=0.07425, over 8219.39 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3547, pruned_loss=0.1173, over 2473841.33 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08136, over 23331.38 utterances.], batch size: 80, lr: 7.58e-04
2022-08-21 22:25:11,939 INFO [train.py:927] (2/8) Epoch 3, batch 23950, giga_loss[loss=0.2177, simple_loss=0.3145, pruned_loss=0.0605, over 12388.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02704, over 70.00 utterances.], tot_loss[loss=0.2954, simple_loss=0.3555, pruned_loss=0.1176, over 2474492.83 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08221, over 22723.03 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3361, pruned_loss=0.1022, over 2469253.60 frames. utt_duration=1203 frames, utt_pad_proportion=0.07425, over 8219.39 utterances.], giga_tot_loss[loss=0.2959, simple_loss=0.3561, pruned_loss=0.1178, over 2474514.62 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08122, over 23897.82 utterances.], batch size: 70, lr: 7.58e-04
2022-08-21 22:27:01,470 INFO [train.py:927] (2/8) Epoch 3, batch 24000, giga_loss[loss=0.2796, simple_loss=0.3406, pruned_loss=0.1093, over 12422.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05246, over 162.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3546, pruned_loss=0.1158, over 2474518.89 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08367, over 22887.16 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3357, pruned_loss=0.1018, over 2469312.94 frames. utt_duration=1211 frames, utt_pad_proportion=0.07234, over 8166.45 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.356, pruned_loss=0.1167, over 2474617.29 frames. utt_duration=408.2 frames, utt_pad_proportion=0.08348, over 24335.61 utterances.], batch size: 162, lr: 7.57e-04
2022-08-21 22:27:01,471 INFO [train.py:958] (2/8) Computing validation loss
2022-08-21 22:27:15,515 INFO [train.py:967] (2/8) Epoch 3, validation: loss=0.1984, simple_loss=0.3059, pruned_loss=0.04552, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 22:29:01,572 INFO [train.py:927] (2/8) Epoch 3, batch 24050, giga_loss[loss=0.291, simple_loss=0.3441, pruned_loss=0.119, over 12384.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04965, over 161.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3508, pruned_loss=0.1123, over 2474814.16 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08089, over 23006.05 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3355, pruned_loss=0.1017, over 2469156.48 frames. utt_duration=1211 frames, utt_pad_proportion=0.07189, over 8162.76 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3522, pruned_loss=0.1133, over 2475071.30 frames. utt_duration=409.4 frames, utt_pad_proportion=0.08103, over 24269.62 utterances.], batch size: 161, lr: 7.57e-04
2022-08-21 22:30:46,288 INFO [train.py:927] (2/8) Epoch 3, batch 24100, giga_loss[loss=0.2838, simple_loss=0.3514, pruned_loss=0.1081, over 12358.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3496, pruned_loss=0.112, over 2475270.88 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08756, over 24083.21 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3357, pruned_loss=0.1018, over 2469424.19 frames. utt_duration=1204 frames, utt_pad_proportion=0.07475, over 8212.30 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3508, pruned_loss=0.1128, over 2475355.52 frames. utt_duration=392.7 frames, utt_pad_proportion=0.08658, over 25305.78 utterances.], batch size: 66, lr: 7.57e-04
2022-08-21 22:32:44,612 INFO [train.py:927] (2/8) Epoch 3, batch 24150, giga_loss[loss=0.2573, simple_loss=0.3296, pruned_loss=0.09247, over 12462.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03425, over 98.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3485, pruned_loss=0.1101, over 2475237.13 frames. utt_duration=424.1 frames, utt_pad_proportion=0.084, over 23426.23 utterances.], libri_tot_loss[loss=0.2697, simple_loss=0.3357, pruned_loss=0.1019, over 2469304.57 frames. utt_duration=1207 frames, utt_pad_proportion=0.07396, over 8195.14 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3496, pruned_loss=0.1109, over 2475478.25 frames. utt_duration=404 frames, utt_pad_proportion=0.08363, over 24600.11 utterances.], batch size: 98, lr: 7.57e-04
2022-08-21 22:34:30,203 INFO [train.py:927] (2/8) Epoch 3, batch 24200, giga_loss[loss=0.2934, simple_loss=0.3539, pruned_loss=0.1164, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0295, over 48.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3491, pruned_loss=0.1084, over 2474470.91 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08111, over 22892.90 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.336, pruned_loss=0.1019, over 2469117.29 frames. utt_duration=1208 frames, utt_pad_proportion=0.07345, over 8188.18 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3498, pruned_loss=0.109, over 2474881.80 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08113, over 23955.65 utterances.], batch size: 48, lr: 7.56e-04
2022-08-21 22:36:18,635 INFO [train.py:927] (2/8) Epoch 3, batch 24250, giga_loss[loss=0.2633, simple_loss=0.3328, pruned_loss=0.09692, over 12362.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03157, over 58.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3485, pruned_loss=0.1078, over 2474481.80 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08258, over 22273.38 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3369, pruned_loss=0.1025, over 2468745.49 frames. utt_duration=1189 frames, utt_pad_proportion=0.08044, over 8315.95 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3487, pruned_loss=0.108, over 2475337.06 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08016, over 23475.81 utterances.], batch size: 58, lr: 7.56e-04
2022-08-21 22:38:01,566 INFO [train.py:927] (2/8) Epoch 3, batch 24300, giga_loss[loss=0.2984, simple_loss=0.3565, pruned_loss=0.1202, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3461, pruned_loss=0.107, over 2474269.64 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08172, over 21514.12 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.337, pruned_loss=0.1027, over 2468965.36 frames. utt_duration=1180 frames, utt_pad_proportion=0.08175, over 8377.61 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3466, pruned_loss=0.1072, over 2474969.03 frames. utt_duration=432 frames, utt_pad_proportion=0.07931, over 22993.12 utterances.], batch size: 97, lr: 7.56e-04
2022-08-21 22:39:50,870 INFO [train.py:927] (2/8) Epoch 3, batch 24350, giga_loss[loss=0.2558, simple_loss=0.3321, pruned_loss=0.08977, over 12362.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04571, over 26.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3444, pruned_loss=0.1053, over 2474301.58 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07996, over 20598.18 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.337, pruned_loss=0.1027, over 2468977.88 frames. utt_duration=1182 frames, utt_pad_proportion=0.08111, over 8363.87 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3449, pruned_loss=0.1054, over 2474883.43 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07827, over 21878.92 utterances.], batch size: 26, lr: 7.56e-04
2022-08-21 22:41:36,338 INFO [train.py:927] (2/8) Epoch 3, batch 24400, giga_loss[loss=0.353, simple_loss=0.3889, pruned_loss=0.1585, over 12391.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.3435, pruned_loss=0.1039, over 2474865.27 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07666, over 20390.36 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3373, pruned_loss=0.1028, over 2469042.16 frames. utt_duration=1177 frames, utt_pad_proportion=0.08176, over 8399.05 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3437, pruned_loss=0.104, over 2475342.20 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07519, over 21533.57 utterances.], batch size: 260, lr: 7.55e-04
2022-08-21 22:43:22,115 INFO [train.py:927] (2/8) Epoch 3, batch 24450, libri_loss[loss=0.2593, simple_loss=0.3304, pruned_loss=0.09405, over 12322.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005781, over 36.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3414, pruned_loss=0.1026, over 2474517.42 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07056, over 19316.11 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3367, pruned_loss=0.1023, over 2469174.71 frames. utt_duration=1188 frames, utt_pad_proportion=0.07916, over 8321.64 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3424, pruned_loss=0.103, over 2474988.21 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07053, over 20782.30 utterances.], batch size: 36, lr: 7.55e-04
2022-08-21 22:45:10,484 INFO [train.py:927] (2/8) Epoch 3, batch 24500, giga_loss[loss=0.3136, simple_loss=0.3672, pruned_loss=0.13, over 12193.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03435, over 42.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3405, pruned_loss=0.1032, over 2474447.83 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07164, over 19488.66 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3368, pruned_loss=0.1025, over 2469308.43 frames. utt_duration=1189 frames, utt_pad_proportion=0.07852, over 8318.44 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3412, pruned_loss=0.1034, over 2474746.63 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07176, over 20749.29 utterances.], batch size: 42, lr: 7.55e-04
2022-08-21 22:46:56,393 INFO [train.py:927] (2/8) Epoch 3, batch 24550, giga_loss[loss=0.2364, simple_loss=0.3091, pruned_loss=0.08189, over 12328.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02654, over 45.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3398, pruned_loss=0.1039, over 2474253.97 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07728, over 20378.99 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3368, pruned_loss=0.1027, over 2468803.12 frames. utt_duration=1173 frames, utt_pad_proportion=0.08404, over 8426.12 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3405, pruned_loss=0.1039, over 2475169.14 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07488, over 21760.47 utterances.], batch size: 45, lr: 7.55e-04
2022-08-21 22:48:42,181 INFO [train.py:927] (2/8) Epoch 3, batch 24600, giga_loss[loss=0.3082, simple_loss=0.3536, pruned_loss=0.1314, over 12386.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05925, over 182.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3389, pruned_loss=0.103, over 2474245.89 frames. utt_duration=488.4 frames, utt_pad_proportion=0.0749, over 20325.09 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3368, pruned_loss=0.1026, over 2468846.64 frames. utt_duration=1168 frames, utt_pad_proportion=0.08601, over 8465.25 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3396, pruned_loss=0.1031, over 2475109.64 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07229, over 21723.72 utterances.], batch size: 182, lr: 7.54e-04
2022-08-21 22:50:26,814 INFO [train.py:927] (2/8) Epoch 3, batch 24650, giga_loss[loss=0.2405, simple_loss=0.3196, pruned_loss=0.08068, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04512, over 31.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3395, pruned_loss=0.1033, over 2473871.74 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07615, over 21055.12 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3357, pruned_loss=0.102, over 2468581.12 frames. utt_duration=1174 frames, utt_pad_proportion=0.08456, over 8422.97 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.341, pruned_loss=0.104, over 2474991.39 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07448, over 22633.68 utterances.], batch size: 31, lr: 7.54e-04
2022-08-21 22:52:11,777 INFO [train.py:927] (2/8) Epoch 3, batch 24700, giga_loss[loss=0.2775, simple_loss=0.3458, pruned_loss=0.1046, over 12370.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03885, over 113.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3396, pruned_loss=0.1029, over 2474470.75 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07345, over 20909.89 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3359, pruned_loss=0.1021, over 2468530.82 frames. utt_duration=1174 frames, utt_pad_proportion=0.08399, over 8418.78 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3407, pruned_loss=0.1034, over 2475447.80 frames. utt_duration=446 frames, utt_pad_proportion=0.07243, over 22273.73 utterances.], batch size: 113, lr: 7.54e-04
2022-08-21 22:54:00,577 INFO [train.py:927] (2/8) Epoch 3, batch 24750, giga_loss[loss=0.3568, simple_loss=0.3939, pruned_loss=0.1598, over 12421.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.07663, over 214.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3434, pruned_loss=0.1055, over 2475023.01 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06974, over 21013.28 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3362, pruned_loss=0.1021, over 2468432.16 frames. utt_duration=1175 frames, utt_pad_proportion=0.08367, over 8410.69 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3441, pruned_loss=0.1059, over 2475900.70 frames. utt_duration=448.7 frames, utt_pad_proportion=0.06921, over 22142.50 utterances.], batch size: 214, lr: 7.54e-04
2022-08-21 22:55:44,949 INFO [train.py:927] (2/8) Epoch 3, batch 24800, giga_loss[loss=0.2676, simple_loss=0.3355, pruned_loss=0.09989, over 12368.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3448, pruned_loss=0.107, over 2474886.44 frames. utt_duration=473.3 frames, utt_pad_proportion=0.0712, over 20979.03 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3365, pruned_loss=0.1016, over 2468496.70 frames. utt_duration=1180 frames, utt_pad_proportion=0.08148, over 8378.06 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3454, pruned_loss=0.1079, over 2475776.15 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07132, over 22383.21 utterances.], batch size: 85, lr: 7.53e-04
2022-08-21 22:57:29,781 INFO [train.py:927] (2/8) Epoch 3, batch 24850, giga_loss[loss=0.3212, simple_loss=0.3626, pruned_loss=0.1399, over 12401.00 frames. utt_duration=513 frames, utt_pad_proportion=0.02845, over 97.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3418, pruned_loss=0.1054, over 2474175.57 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06776, over 20124.00 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3353, pruned_loss=0.1009, over 2468110.33 frames. utt_duration=1186 frames, utt_pad_proportion=0.08036, over 8336.84 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3436, pruned_loss=0.1069, over 2475462.49 frames. utt_duration=458.1 frames, utt_pad_proportion=0.06836, over 21684.90 utterances.], batch size: 97, lr: 7.53e-04
2022-08-21 22:59:12,736 INFO [train.py:927] (2/8) Epoch 3, batch 24900, giga_loss[loss=0.2493, simple_loss=0.3116, pruned_loss=0.09349, over 12410.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3397, pruned_loss=0.1031, over 2474025.30 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06603, over 19914.82 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3342, pruned_loss=0.1005, over 2467651.49 frames. utt_duration=1194 frames, utt_pad_proportion=0.07841, over 8275.94 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3424, pruned_loss=0.1049, over 2475701.04 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06717, over 21604.27 utterances.], batch size: 133, lr: 7.53e-04
2022-08-21 23:01:02,147 INFO [train.py:927] (2/8) Epoch 3, batch 24950, giga_loss[loss=0.279, simple_loss=0.3389, pruned_loss=0.1095, over 12369.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02895, over 85.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3375, pruned_loss=0.102, over 2474993.14 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06753, over 20540.62 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3342, pruned_loss=0.1005, over 2467989.07 frames. utt_duration=1197 frames, utt_pad_proportion=0.07751, over 8257.87 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3397, pruned_loss=0.1034, over 2476108.07 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06855, over 22050.01 utterances.], batch size: 85, lr: 7.53e-04
2022-08-21 23:02:46,382 INFO [train.py:927] (2/8) Epoch 3, batch 25000, giga_loss[loss=0.3218, simple_loss=0.372, pruned_loss=0.1358, over 12397.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.0702, over 213.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3377, pruned_loss=0.1025, over 2474961.27 frames. utt_duration=469 frames, utt_pad_proportion=0.07251, over 21175.17 utterances.], libri_tot_loss[loss=0.2671, simple_loss=0.3343, pruned_loss=0.09997, over 2468030.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.07578, over 8221.37 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3395, pruned_loss=0.1042, over 2476062.72 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0735, over 22824.30 utterances.], batch size: 213, lr: 7.52e-04
2022-08-21 23:04:35,129 INFO [train.py:927] (2/8) Epoch 3, batch 25050, giga_loss[loss=0.2671, simple_loss=0.3603, pruned_loss=0.08697, over 12353.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03182, over 51.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3415, pruned_loss=0.1038, over 2474656.96 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07016, over 20672.17 utterances.], libri_tot_loss[loss=0.2673, simple_loss=0.3342, pruned_loss=0.1002, over 2467942.80 frames. utt_duration=1205 frames, utt_pad_proportion=0.07463, over 8204.02 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3431, pruned_loss=0.105, over 2475743.50 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07149, over 22231.43 utterances.], batch size: 51, lr: 7.52e-04
2022-08-21 23:06:19,302 INFO [train.py:927] (2/8) Epoch 3, batch 25100, giga_loss[loss=0.3184, simple_loss=0.3747, pruned_loss=0.1311, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02578, over 45.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3471, pruned_loss=0.1083, over 2473769.88 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07365, over 21011.60 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3345, pruned_loss=0.1005, over 2467855.09 frames. utt_duration=1206 frames, utt_pad_proportion=0.07434, over 8197.00 utterances.], giga_tot_loss[loss=0.2829, simple_loss=0.3481, pruned_loss=0.1089, over 2474735.85 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0746, over 22301.38 utterances.], batch size: 45, lr: 7.52e-04
2022-08-21 23:08:05,325 INFO [train.py:927] (2/8) Epoch 3, batch 25150, giga_loss[loss=0.31, simple_loss=0.3519, pruned_loss=0.1341, over 12409.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.04044, over 123.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3498, pruned_loss=0.1114, over 2474676.06 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07095, over 21006.34 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3348, pruned_loss=0.1013, over 2467592.86 frames. utt_duration=1212 frames, utt_pad_proportion=0.07319, over 8152.52 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3507, pruned_loss=0.1114, over 2475827.65 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07218, over 22350.10 utterances.], batch size: 123, lr: 7.52e-04
2022-08-21 23:09:49,506 INFO [train.py:927] (2/8) Epoch 3, batch 25200, giga_loss[loss=0.2606, simple_loss=0.3186, pruned_loss=0.1013, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03876, over 28.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3492, pruned_loss=0.1128, over 2475047.40 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07125, over 21249.86 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3341, pruned_loss=0.1013, over 2467289.77 frames. utt_duration=1218 frames, utt_pad_proportion=0.07233, over 8110.80 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3507, pruned_loss=0.113, over 2476328.29 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07246, over 22562.91 utterances.], batch size: 28, lr: 7.51e-04
2022-08-21 23:11:40,080 INFO [train.py:927] (2/8) Epoch 3, batch 25250, giga_loss[loss=0.3013, simple_loss=0.3576, pruned_loss=0.1225, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03679, over 37.00 utterances.], tot_loss[loss=0.2891, simple_loss=0.349, pruned_loss=0.1146, over 2475345.89 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07902, over 22320.29 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3338, pruned_loss=0.1015, over 2467057.81 frames. utt_duration=1225 frames, utt_pad_proportion=0.07083, over 8065.16 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3508, pruned_loss=0.1149, over 2476802.71 frames. utt_duration=418 frames, utt_pad_proportion=0.07997, over 23781.53 utterances.], batch size: 37, lr: 7.51e-04
2022-08-21 23:13:26,004 INFO [train.py:927] (2/8) Epoch 3, batch 25300, giga_loss[loss=0.216, simple_loss=0.2906, pruned_loss=0.07072, over 12101.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.0358, over 30.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3468, pruned_loss=0.1132, over 2474955.69 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08163, over 22316.22 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3334, pruned_loss=0.1013, over 2466935.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.07037, over 8044.57 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3488, pruned_loss=0.1138, over 2476282.64 frames. utt_duration=421 frames, utt_pad_proportion=0.08242, over 23610.88 utterances.], batch size: 30, lr: 7.51e-04
2022-08-21 23:15:08,818 INFO [train.py:927] (2/8) Epoch 3, batch 25350, giga_loss[loss=0.3214, simple_loss=0.3868, pruned_loss=0.128, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03988, over 113.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3459, pruned_loss=0.1117, over 2474933.89 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08, over 22315.30 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3338, pruned_loss=0.1009, over 2466985.95 frames. utt_duration=1233 frames, utt_pad_proportion=0.06887, over 8014.57 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3474, pruned_loss=0.1127, over 2476150.20 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08123, over 23742.00 utterances.], batch size: 113, lr: 7.51e-04
2022-08-21 23:16:52,520 INFO [train.py:927] (2/8) Epoch 3, batch 25400, libri_loss[loss=0.2624, simple_loss=0.3339, pruned_loss=0.09539, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005169, over 34.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3481, pruned_loss=0.1116, over 2475790.14 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07535, over 22340.66 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3345, pruned_loss=0.1007, over 2467385.20 frames. utt_duration=1235 frames, utt_pad_proportion=0.06777, over 7999.40 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.349, pruned_loss=0.1128, over 2476547.00 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07695, over 23744.95 utterances.], batch size: 34, lr: 7.50e-04
2022-08-21 23:18:41,462 INFO [train.py:927] (2/8) Epoch 3, batch 25450, giga_loss[loss=0.2591, simple_loss=0.3504, pruned_loss=0.08392, over 12348.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02398, over 45.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3471, pruned_loss=0.1104, over 2475334.63 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07107, over 21650.35 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3342, pruned_loss=0.1007, over 2467436.40 frames. utt_duration=1237 frames, utt_pad_proportion=0.06704, over 7988.40 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3481, pruned_loss=0.1115, over 2475992.41 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07285, over 22941.55 utterances.], batch size: 45, lr: 7.50e-04
2022-08-21 23:20:27,565 INFO [train.py:927] (2/8) Epoch 3, batch 25500, giga_loss[loss=0.2665, simple_loss=0.3396, pruned_loss=0.09665, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03696, over 40.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3479, pruned_loss=0.1081, over 2475410.76 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06919, over 21071.34 utterances.], libri_tot_loss[loss=0.2678, simple_loss=0.3342, pruned_loss=0.1007, over 2467512.45 frames. utt_duration=1239 frames, utt_pad_proportion=0.0665, over 7978.55 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3488, pruned_loss=0.109, over 2475931.38 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07089, over 22203.01 utterances.], batch size: 40, lr: 7.50e-04
2022-08-21 23:22:11,621 INFO [train.py:927] (2/8) Epoch 3, batch 25550, giga_loss[loss=0.243, simple_loss=0.3264, pruned_loss=0.07982, over 12091.00 frames. utt_duration=1729 frames, utt_pad_proportion=0.04315, over 28.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3485, pruned_loss=0.1086, over 2473682.70 frames. utt_duration=476.7 frames, utt_pad_proportion=0.0734, over 20821.57 utterances.], libri_tot_loss[loss=0.2674, simple_loss=0.3339, pruned_loss=0.1005, over 2467377.73 frames. utt_duration=1232 frames, utt_pad_proportion=0.06993, over 8019.23 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3499, pruned_loss=0.1097, over 2474361.81 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07354, over 21978.23 utterances.], batch size: 28, lr: 7.50e-04
2022-08-21 23:23:53,245 INFO [train.py:927] (2/8) Epoch 3, batch 25600, giga_loss[loss=0.336, simple_loss=0.3746, pruned_loss=0.1487, over 12392.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07025, over 212.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3489, pruned_loss=0.1096, over 2474103.10 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07186, over 20809.92 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.334, pruned_loss=0.1007, over 2467274.00 frames. utt_duration=1227 frames, utt_pad_proportion=0.06957, over 8052.22 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3503, pruned_loss=0.1106, over 2474893.65 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07221, over 21992.11 utterances.], batch size: 212, lr: 7.50e-04
2022-08-21 23:25:35,150 INFO [train.py:927] (2/8) Epoch 3, batch 25650, giga_loss[loss=0.2613, simple_loss=0.3428, pruned_loss=0.08996, over 12457.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03676, over 123.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3487, pruned_loss=0.1078, over 2474359.02 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07273, over 20801.38 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3346, pruned_loss=0.101, over 2467332.69 frames. utt_duration=1202 frames, utt_pad_proportion=0.07795, over 8222.37 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3496, pruned_loss=0.1085, over 2475087.12 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07017, over 21864.31 utterances.], batch size: 123, lr: 7.49e-04
2022-08-21 23:26:31,473 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-21 23:29:01,588 INFO [train.py:927] (2/8) Epoch 4, batch 50, giga_loss[loss=0.2467, simple_loss=0.3243, pruned_loss=0.08452, over 12417.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02491, over 70.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3332, pruned_loss=0.08676, over 548591.06 frames. utt_duration=554 frames, utt_pad_proportion=0.0669, over 3971.89 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3146, pruned_loss=0.07123, over 24397.08 frames. utt_duration=1166 frames, utt_pad_proportion=0.04322, over 83.84 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3339, pruned_loss=0.08735, over 529420.32 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06729, over 3906.03 utterances.], batch size: 70, lr: 7.40e-04
2022-08-21 23:30:47,543 INFO [train.py:927] (2/8) Epoch 4, batch 100, libri_loss[loss=0.3286, simple_loss=0.4555, pruned_loss=0.1009, over 12344.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01631, over 41.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.315, pruned_loss=0.07667, over 975081.95 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05851, over 6819.75 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3545, pruned_loss=0.08085, over 72693.94 frames. utt_duration=1305 frames, utt_pad_proportion=0.02726, over 223.10 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3121, pruned_loss=0.07637, over 929825.96 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05945, over 6747.72 utterances.], batch size: 41, lr: 7.40e-04
2022-08-21 23:32:29,226 INFO [train.py:927] (2/8) Epoch 4, batch 150, giga_loss[loss=0.1835, simple_loss=0.2601, pruned_loss=0.05349, over 12387.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.03268, over 104.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.299, pruned_loss=0.07, over 1307038.67 frames. utt_duration=542 frames, utt_pad_proportion=0.06746, over 9672.58 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3391, pruned_loss=0.07494, over 143613.52 frames. utt_duration=1392 frames, utt_pad_proportion=0.01762, over 413.11 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2957, pruned_loss=0.06975, over 1235324.43 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06902, over 9643.38 utterances.], batch size: 104, lr: 7.40e-04
2022-08-21 23:34:14,013 INFO [train.py:927] (2/8) Epoch 4, batch 200, giga_loss[loss=0.1612, simple_loss=0.2401, pruned_loss=0.04113, over 12375.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05, over 34.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2853, pruned_loss=0.06437, over 1565914.78 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06792, over 11508.96 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3305, pruned_loss=0.07343, over 178035.26 frames. utt_duration=1439 frames, utt_pad_proportion=0.01742, over 495.52 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2824, pruned_loss=0.06394, over 1495825.83 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06925, over 11546.34 utterances.], batch size: 34, lr: 7.39e-04
2022-08-21 23:35:54,212 INFO [train.py:927] (2/8) Epoch 4, batch 250, libri_loss[loss=0.2555, simple_loss=0.3356, pruned_loss=0.08767, over 12404.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008406, over 38.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2811, pruned_loss=0.06342, over 1767401.98 frames. utt_duration=551 frames, utt_pad_proportion=0.06344, over 12865.43 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3245, pruned_loss=0.07331, over 234778.78 frames. utt_duration=1362 frames, utt_pad_proportion=0.02826, over 690.27 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2781, pruned_loss=0.06278, over 1693598.43 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06461, over 12978.65 utterances.], batch size: 38, lr: 7.39e-04
2022-08-21 23:37:37,612 INFO [train.py:927] (2/8) Epoch 4, batch 300, libri_loss[loss=0.2204, simple_loss=0.2954, pruned_loss=0.07272, over 12256.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.008767, over 28.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2769, pruned_loss=0.06091, over 1923626.30 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06201, over 13682.51 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3271, pruned_loss=0.07401, over 267854.88 frames. utt_duration=1371 frames, utt_pad_proportion=0.02646, over 782.44 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2733, pruned_loss=0.06003, over 1857304.89 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0632, over 13869.19 utterances.], batch size: 28, lr: 7.39e-04
2022-08-21 23:39:21,239 INFO [train.py:927] (2/8) Epoch 4, batch 350, giga_loss[loss=0.2301, simple_loss=0.297, pruned_loss=0.08164, over 12383.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2748, pruned_loss=0.05982, over 2045979.75 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05931, over 14806.16 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3272, pruned_loss=0.07441, over 311519.60 frames. utt_duration=1388 frames, utt_pad_proportion=0.02365, over 898.90 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.271, pruned_loss=0.05878, over 1984750.16 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06062, over 15087.29 utterances.], batch size: 257, lr: 7.39e-04
2022-08-21 23:41:03,280 INFO [train.py:927] (2/8) Epoch 4, batch 400, giga_loss[loss=0.1623, simple_loss=0.2518, pruned_loss=0.03639, over 12446.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2718, pruned_loss=0.05849, over 2140769.45 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05879, over 15460.29 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3268, pruned_loss=0.07573, over 375896.36 frames. utt_duration=1297 frames, utt_pad_proportion=0.05466, over 1160.52 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.267, pruned_loss=0.0569, over 2081177.64 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05824, over 15838.50 utterances.], batch size: 105, lr: 7.39e-04
2022-08-21 23:42:45,618 INFO [train.py:927] (2/8) Epoch 4, batch 450, giga_loss[loss=0.2184, simple_loss=0.2948, pruned_loss=0.07102, over 12272.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.0275, over 54.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2679, pruned_loss=0.05649, over 2214635.40 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05742, over 16114.36 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3257, pruned_loss=0.07588, over 406996.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.05108, over 1254.59 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2635, pruned_loss=0.05491, over 2163819.50 frames. utt_duration=525.3 frames, utt_pad_proportion=0.05729, over 16525.10 utterances.], batch size: 54, lr: 7.38e-04
2022-08-21 23:44:25,526 INFO [train.py:927] (2/8) Epoch 4, batch 500, giga_loss[loss=0.2694, simple_loss=0.346, pruned_loss=0.09636, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03509, over 123.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2796, pruned_loss=0.06219, over 2272733.48 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05968, over 16869.79 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3279, pruned_loss=0.07581, over 458241.45 frames. utt_duration=1313 frames, utt_pad_proportion=0.04591, over 1397.88 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2746, pruned_loss=0.06068, over 2227000.22 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06005, over 17426.37 utterances.], batch size: 123, lr: 7.38e-04
2022-08-21 23:46:09,368 INFO [train.py:927] (2/8) Epoch 4, batch 550, giga_loss[loss=0.2327, simple_loss=0.3087, pruned_loss=0.07832, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03181, over 42.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.292, pruned_loss=0.06919, over 2316614.86 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06918, over 17993.06 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3243, pruned_loss=0.07537, over 527330.01 frames. utt_duration=1338 frames, utt_pad_proportion=0.0409, over 1578.17 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2877, pruned_loss=0.06787, over 2274520.53 frames. utt_duration=486 frames, utt_pad_proportion=0.06967, over 18778.55 utterances.], batch size: 42, lr: 7.38e-04
2022-08-21 23:47:53,128 INFO [train.py:927] (2/8) Epoch 4, batch 600, giga_loss[loss=0.2437, simple_loss=0.3228, pruned_loss=0.08235, over 12380.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03637, over 80.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.299, pruned_loss=0.07158, over 2351958.00 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06695, over 18072.23 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3221, pruned_loss=0.07474, over 575298.82 frames. utt_duration=1321 frames, utt_pad_proportion=0.04177, over 1743.65 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2955, pruned_loss=0.0706, over 2315449.84 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06766, over 18911.86 utterances.], batch size: 80, lr: 7.38e-04
2022-08-21 23:49:36,993 INFO [train.py:927] (2/8) Epoch 4, batch 650, giga_loss[loss=0.2468, simple_loss=0.3276, pruned_loss=0.08298, over 12316.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.0287, over 74.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3026, pruned_loss=0.07365, over 2378144.08 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07054, over 18139.56 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3215, pruned_loss=0.07477, over 603634.01 frames. utt_duration=1336 frames, utt_pad_proportion=0.04003, over 1809.19 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.2997, pruned_loss=0.07287, over 2347858.07 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07125, over 18967.72 utterances.], batch size: 74, lr: 7.37e-04
2022-08-21 23:51:21,902 INFO [train.py:927] (2/8) Epoch 4, batch 700, giga_loss[loss=0.2959, simple_loss=0.3403, pruned_loss=0.1258, over 12353.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.1985, over 371.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.31, pruned_loss=0.07693, over 2398654.08 frames. utt_duration=536.7 frames, utt_pad_proportion=0.0719, over 17928.00 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3313, pruned_loss=0.07668, over 631335.09 frames. utt_duration=1275 frames, utt_pad_proportion=0.05764, over 1982.77 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3052, pruned_loss=0.07589, over 2373795.28 frames. utt_duration=510.6 frames, utt_pad_proportion=0.0712, over 18652.04 utterances.], batch size: 371, lr: 7.37e-04
2022-08-21 23:53:03,402 INFO [train.py:927] (2/8) Epoch 4, batch 750, giga_loss[loss=0.3554, simple_loss=0.3942, pruned_loss=0.1582, over 12382.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3149, pruned_loss=0.0789, over 2414141.97 frames. utt_duration=550 frames, utt_pad_proportion=0.06681, over 17605.20 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3302, pruned_loss=0.07602, over 694551.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.0551, over 2186.09 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3108, pruned_loss=0.07831, over 2392275.43 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06688, over 18485.73 utterances.], batch size: 257, lr: 7.37e-04
2022-08-21 23:54:43,701 INFO [train.py:927] (2/8) Epoch 4, batch 800, giga_loss[loss=0.2456, simple_loss=0.3192, pruned_loss=0.086, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04659, over 31.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07994, over 2426956.75 frames. utt_duration=556 frames, utt_pad_proportion=0.06343, over 17508.93 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3283, pruned_loss=0.07541, over 721084.51 frames. utt_duration=1285 frames, utt_pad_proportion=0.0536, over 2247.00 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3149, pruned_loss=0.07971, over 2408992.60 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06384, over 18364.82 utterances.], batch size: 31, lr: 7.37e-04
2022-08-21 23:56:26,636 INFO [train.py:927] (2/8) Epoch 4, batch 850, giga_loss[loss=0.225, simple_loss=0.3182, pruned_loss=0.06587, over 12273.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03879, over 51.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3182, pruned_loss=0.07909, over 2437624.48 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05877, over 16532.44 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.328, pruned_loss=0.07578, over 746995.54 frames. utt_duration=1292 frames, utt_pad_proportion=0.05147, over 2315.92 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07889, over 2423140.04 frames. utt_duration=560.3 frames, utt_pad_proportion=0.05961, over 17346.29 utterances.], batch size: 51, lr: 7.36e-04
2022-08-21 23:58:08,476 INFO [train.py:927] (2/8) Epoch 4, batch 900, libri_loss[loss=0.225, simple_loss=0.3002, pruned_loss=0.07486, over 12287.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006161, over 32.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3189, pruned_loss=0.07949, over 2445417.08 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05999, over 16396.57 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3272, pruned_loss=0.07619, over 805985.64 frames. utt_duration=1291 frames, utt_pad_proportion=0.05008, over 2499.88 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.317, pruned_loss=0.0793, over 2433270.73 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06095, over 17345.54 utterances.], batch size: 32, lr: 7.36e-04
2022-08-21 23:59:52,569 INFO [train.py:927] (2/8) Epoch 4, batch 950, giga_loss[loss=0.2637, simple_loss=0.3351, pruned_loss=0.09613, over 12429.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03288, over 75.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3213, pruned_loss=0.0837, over 2452391.87 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06342, over 17190.97 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3246, pruned_loss=0.07552, over 855406.35 frames. utt_duration=1309 frames, utt_pad_proportion=0.04698, over 2617.33 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3206, pruned_loss=0.08398, over 2441983.76 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06458, over 18248.38 utterances.], batch size: 75, lr: 7.36e-04
2022-08-22 00:01:35,712 INFO [train.py:927] (2/8) Epoch 4, batch 1000, giga_loss[loss=0.2342, simple_loss=0.3155, pruned_loss=0.07646, over 12409.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3203, pruned_loss=0.08375, over 2456800.19 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06521, over 17224.08 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3227, pruned_loss=0.07521, over 911169.30 frames. utt_duration=1283 frames, utt_pad_proportion=0.05642, over 2844.06 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3202, pruned_loss=0.08436, over 2447857.24 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06496, over 18339.73 utterances.], batch size: 58, lr: 7.36e-04
2022-08-22 00:03:16,999 INFO [train.py:927] (2/8) Epoch 4, batch 1050, giga_loss[loss=0.2189, simple_loss=0.2959, pruned_loss=0.07097, over 12399.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06863, over 211.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3179, pruned_loss=0.08234, over 2460704.22 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06324, over 16610.40 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3203, pruned_loss=0.07429, over 964838.58 frames. utt_duration=1293 frames, utt_pad_proportion=0.05385, over 2987.55 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3185, pruned_loss=0.08341, over 2453215.01 frames. utt_duration=552.2 frames, utt_pad_proportion=0.0636, over 17818.89 utterances.], batch size: 211, lr: 7.36e-04
2022-08-22 00:04:59,659 INFO [train.py:927] (2/8) Epoch 4, batch 1100, giga_loss[loss=0.2296, simple_loss=0.3109, pruned_loss=0.07419, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03077, over 80.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3157, pruned_loss=0.08086, over 2463046.92 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06128, over 16792.43 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3213, pruned_loss=0.07596, over 1002230.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.05149, over 3097.80 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08125, over 2456752.94 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06209, over 17956.44 utterances.], batch size: 80, lr: 7.35e-04
2022-08-22 00:06:45,680 INFO [train.py:927] (2/8) Epoch 4, batch 1150, giga_loss[loss=0.1883, simple_loss=0.2647, pruned_loss=0.05592, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03636, over 122.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3119, pruned_loss=0.07938, over 2465109.47 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06701, over 17727.09 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3207, pruned_loss=0.07588, over 1031493.99 frames. utt_duration=1294 frames, utt_pad_proportion=0.05021, over 3191.14 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3121, pruned_loss=0.07979, over 2459906.56 frames. utt_duration=524 frames, utt_pad_proportion=0.06765, over 18831.12 utterances.], batch size: 122, lr: 7.35e-04
2022-08-22 00:08:29,967 INFO [train.py:927] (2/8) Epoch 4, batch 1200, giga_loss[loss=0.2565, simple_loss=0.3329, pruned_loss=0.09004, over 12378.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06499, over 183.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3091, pruned_loss=0.0777, over 2467582.74 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0651, over 17939.04 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3207, pruned_loss=0.07576, over 1087897.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04735, over 3339.74 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3088, pruned_loss=0.07816, over 2463398.85 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06643, over 19256.46 utterances.], batch size: 183, lr: 7.35e-04
2022-08-22 00:10:11,921 INFO [train.py:927] (2/8) Epoch 4, batch 1250, giga_loss[loss=0.2066, simple_loss=0.2905, pruned_loss=0.06138, over 12367.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02691, over 66.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3072, pruned_loss=0.07673, over 2468480.24 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06533, over 17546.16 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.32, pruned_loss=0.07584, over 1128876.27 frames. utt_duration=1311 frames, utt_pad_proportion=0.04506, over 3449.02 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3069, pruned_loss=0.07713, over 2465054.37 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06695, over 18888.18 utterances.], batch size: 66, lr: 7.35e-04
2022-08-22 00:11:54,705 INFO [train.py:927] (2/8) Epoch 4, batch 1300, giga_loss[loss=0.1897, simple_loss=0.2747, pruned_loss=0.05238, over 12384.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03001, over 58.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3057, pruned_loss=0.07617, over 2469111.88 frames. utt_duration=552.3 frames, utt_pad_proportion=0.0653, over 17929.42 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3204, pruned_loss=0.07612, over 1161824.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.04328, over 3533.98 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3049, pruned_loss=0.07638, over 2466548.81 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06704, over 19256.25 utterances.], batch size: 58, lr: 7.34e-04
2022-08-22 00:13:36,128 INFO [train.py:927] (2/8) Epoch 4, batch 1350, giga_loss[loss=0.213, simple_loss=0.2927, pruned_loss=0.0667, over 12438.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04096, over 146.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3053, pruned_loss=0.07561, over 2470397.40 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0675, over 18274.07 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3253, pruned_loss=0.07668, over 1181183.89 frames. utt_duration=1314 frames, utt_pad_proportion=0.0429, over 3600.73 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3023, pruned_loss=0.07552, over 2468530.86 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06896, over 19471.20 utterances.], batch size: 146, lr: 7.34e-04
2022-08-22 00:15:16,925 INFO [train.py:927] (2/8) Epoch 4, batch 1400, giga_loss[loss=0.1775, simple_loss=0.2553, pruned_loss=0.04989, over 12162.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.03458, over 28.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.303, pruned_loss=0.07484, over 2469701.62 frames. utt_duration=573.6 frames, utt_pad_proportion=0.066, over 17267.37 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3254, pruned_loss=0.07741, over 1256327.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.04787, over 3918.92 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.2993, pruned_loss=0.07431, over 2468231.17 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06694, over 18728.34 utterances.], batch size: 28, lr: 7.34e-04
2022-08-22 00:16:59,724 INFO [train.py:927] (2/8) Epoch 4, batch 1450, giga_loss[loss=0.1841, simple_loss=0.2633, pruned_loss=0.05244, over 12463.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03049, over 75.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.2977, pruned_loss=0.07273, over 2469889.26 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06638, over 17130.83 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3249, pruned_loss=0.07743, over 1268359.36 frames. utt_duration=1279 frames, utt_pad_proportion=0.04902, over 3972.50 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2948, pruned_loss=0.07227, over 2468800.31 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06699, over 18351.11 utterances.], batch size: 75, lr: 7.34e-04
2022-08-22 00:18:40,212 INFO [train.py:927] (2/8) Epoch 4, batch 1500, giga_loss[loss=0.2205, simple_loss=0.2899, pruned_loss=0.07553, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04332, over 34.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2946, pruned_loss=0.07143, over 2470110.43 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06124, over 16727.61 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3236, pruned_loss=0.07728, over 1298130.21 frames. utt_duration=1286 frames, utt_pad_proportion=0.04727, over 4041.47 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2922, pruned_loss=0.07101, over 2469240.04 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06252, over 17936.52 utterances.], batch size: 34, lr: 7.33e-04
2022-08-22 00:20:28,647 INFO [train.py:927] (2/8) Epoch 4, batch 1550, giga_loss[loss=0.2756, simple_loss=0.3389, pruned_loss=0.1061, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03304, over 80.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2957, pruned_loss=0.07279, over 2470652.46 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06098, over 16863.88 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3225, pruned_loss=0.07717, over 1326993.21 frames. utt_duration=1294 frames, utt_pad_proportion=0.04577, over 4107.71 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2937, pruned_loss=0.07239, over 2470110.54 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06245, over 18060.87 utterances.], batch size: 80, lr: 7.33e-04
2022-08-22 00:22:10,795 INFO [train.py:927] (2/8) Epoch 4, batch 1600, giga_loss[loss=0.2653, simple_loss=0.3391, pruned_loss=0.09579, over 12423.00 frames. utt_duration=664 frames, utt_pad_proportion=0.0335, over 75.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3018, pruned_loss=0.07698, over 2471750.73 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06364, over 17549.54 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3226, pruned_loss=0.07751, over 1349773.52 frames. utt_duration=1295 frames, utt_pad_proportion=0.04447, over 4174.10 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.2998, pruned_loss=0.07645, over 2471265.40 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06499, over 18664.21 utterances.], batch size: 75, lr: 7.33e-04
2022-08-22 00:23:51,440 INFO [train.py:927] (2/8) Epoch 4, batch 1650, giga_loss[loss=0.3142, simple_loss=0.3683, pruned_loss=0.1301, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3065, pruned_loss=0.07923, over 2471158.46 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07005, over 17901.80 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.321, pruned_loss=0.07652, over 1398313.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.04247, over 4295.89 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3049, pruned_loss=0.07934, over 2471585.68 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07147, over 19235.74 utterances.], batch size: 259, lr: 7.33e-04
2022-08-22 00:25:35,566 INFO [train.py:927] (2/8) Epoch 4, batch 1700, giga_loss[loss=0.284, simple_loss=0.3517, pruned_loss=0.1081, over 12404.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04527, over 31.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3122, pruned_loss=0.08189, over 2471657.39 frames. utt_duration=549.4 frames, utt_pad_proportion=0.07103, over 18042.64 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3205, pruned_loss=0.07633, over 1419666.59 frames. utt_duration=1301 frames, utt_pad_proportion=0.04201, over 4368.34 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3111, pruned_loss=0.08217, over 2471955.57 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07239, over 19295.02 utterances.], batch size: 31, lr: 7.33e-04
2022-08-22 00:27:17,363 INFO [train.py:927] (2/8) Epoch 4, batch 1750, giga_loss[loss=0.2153, simple_loss=0.2986, pruned_loss=0.06595, over 12241.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03623, over 28.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3161, pruned_loss=0.08317, over 2472118.64 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06618, over 17664.98 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3203, pruned_loss=0.07656, over 1445648.82 frames. utt_duration=1303 frames, utt_pad_proportion=0.04128, over 4442.49 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3152, pruned_loss=0.08344, over 2472409.77 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06795, over 18902.69 utterances.], batch size: 28, lr: 7.32e-04
2022-08-22 00:28:56,428 INFO [train.py:927] (2/8) Epoch 4, batch 1800, giga_loss[loss=0.2324, simple_loss=0.3233, pruned_loss=0.07075, over 12369.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08108, over 2472426.56 frames. utt_duration=573 frames, utt_pad_proportion=0.06431, over 17304.61 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3201, pruned_loss=0.07655, over 1475866.32 frames. utt_duration=1302 frames, utt_pad_proportion=0.04135, over 4540.30 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3144, pruned_loss=0.08145, over 2472856.41 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06611, over 18547.47 utterances.], batch size: 70, lr: 7.32e-04
2022-08-22 00:30:38,640 INFO [train.py:927] (2/8) Epoch 4, batch 1850, giga_loss[loss=0.2503, simple_loss=0.3339, pruned_loss=0.08337, over 12438.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04108, over 146.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08123, over 2472865.10 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06507, over 17908.28 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3213, pruned_loss=0.0764, over 1495679.70 frames. utt_duration=1295 frames, utt_pad_proportion=0.04206, over 4625.89 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08168, over 2473177.39 frames. utt_duration=521 frames, utt_pad_proportion=0.06644, over 19041.43 utterances.], batch size: 146, lr: 7.32e-04
2022-08-22 00:32:19,280 INFO [train.py:927] (2/8) Epoch 4, batch 1900, giga_loss[loss=0.2612, simple_loss=0.334, pruned_loss=0.09417, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03914, over 40.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3194, pruned_loss=0.0828, over 2473082.28 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06571, over 18137.03 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.322, pruned_loss=0.07698, over 1515089.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.04099, over 4676.01 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.08293, over 2473314.95 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06715, over 19233.98 utterances.], batch size: 40, lr: 7.32e-04
2022-08-22 00:34:03,167 INFO [train.py:927] (2/8) Epoch 4, batch 1950, giga_loss[loss=0.2222, simple_loss=0.3058, pruned_loss=0.06928, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.321, pruned_loss=0.0842, over 2473029.56 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06816, over 17823.59 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.322, pruned_loss=0.07705, over 1548010.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04639, over 4843.79 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3197, pruned_loss=0.08447, over 2473318.14 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06845, over 18978.89 utterances.], batch size: 75, lr: 7.31e-04
2022-08-22 00:35:46,301 INFO [train.py:927] (2/8) Epoch 4, batch 2000, giga_loss[loss=0.2251, simple_loss=0.3096, pruned_loss=0.07031, over 12419.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04205, over 26.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3218, pruned_loss=0.08487, over 2473297.76 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0673, over 17660.89 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3218, pruned_loss=0.07713, over 1566427.90 frames. utt_duration=1262 frames, utt_pad_proportion=0.05317, over 4971.14 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3209, pruned_loss=0.08516, over 2473485.36 frames. utt_duration=531 frames, utt_pad_proportion=0.06627, over 18685.13 utterances.], batch size: 26, lr: 7.31e-04
2022-08-22 00:37:27,976 INFO [train.py:927] (2/8) Epoch 4, batch 2050, giga_loss[loss=0.2298, simple_loss=0.3209, pruned_loss=0.06939, over 12427.00 frames. utt_duration=754.7 frames, utt_pad_proportion=0.0237, over 66.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3225, pruned_loss=0.08408, over 2473459.25 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06507, over 17067.70 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3211, pruned_loss=0.07683, over 1588850.85 frames. utt_duration=1268 frames, utt_pad_proportion=0.05185, over 5017.37 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3222, pruned_loss=0.08465, over 2473647.63 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06478, over 18128.07 utterances.], batch size: 66, lr: 7.31e-04
2022-08-22 00:39:08,937 INFO [train.py:927] (2/8) Epoch 4, batch 2100, giga_loss[loss=0.2303, simple_loss=0.3134, pruned_loss=0.07363, over 12263.00 frames. utt_duration=963.2 frames, utt_pad_proportion=0.03682, over 51.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3221, pruned_loss=0.08361, over 2473249.12 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06108, over 16515.22 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3208, pruned_loss=0.07688, over 1624133.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.04961, over 5118.19 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3221, pruned_loss=0.08429, over 2472909.99 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06184, over 17707.89 utterances.], batch size: 51, lr: 7.31e-04
2022-08-22 00:40:51,035 INFO [train.py:927] (2/8) Epoch 4, batch 2150, giga_loss[loss=0.2376, simple_loss=0.309, pruned_loss=0.08308, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02768, over 42.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3203, pruned_loss=0.08305, over 2471988.82 frames. utt_duration=633.2 frames, utt_pad_proportion=0.05664, over 15653.17 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.32, pruned_loss=0.07644, over 1636645.46 frames. utt_duration=1276 frames, utt_pad_proportion=0.04881, over 5137.35 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3207, pruned_loss=0.0839, over 2471853.11 frames. utt_duration=593 frames, utt_pad_proportion=0.05781, over 16715.51 utterances.], batch size: 42, lr: 7.31e-04
2022-08-22 00:42:32,762 INFO [train.py:927] (2/8) Epoch 4, batch 2200, giga_loss[loss=0.2585, simple_loss=0.3327, pruned_loss=0.09213, over 12353.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02954, over 91.00 utterances.], tot_loss[loss=0.246, simple_loss=0.322, pruned_loss=0.08496, over 2471870.19 frames. utt_duration=647.2 frames, utt_pad_proportion=0.05331, over 15311.50 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3205, pruned_loss=0.0773, over 1665189.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.04717, over 5210.32 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3221, pruned_loss=0.08535, over 2472010.97 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05503, over 16429.85 utterances.], batch size: 91, lr: 7.30e-04
2022-08-22 00:44:15,075 INFO [train.py:927] (2/8) Epoch 4, batch 2250, giga_loss[loss=0.2601, simple_loss=0.333, pruned_loss=0.0936, over 12375.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03507, over 80.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3212, pruned_loss=0.08421, over 2471109.35 frames. utt_duration=654.9 frames, utt_pad_proportion=0.0598, over 15126.81 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.32, pruned_loss=0.07708, over 1685093.03 frames. utt_duration=1284 frames, utt_pad_proportion=0.04597, over 5255.75 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3216, pruned_loss=0.0848, over 2471257.78 frames. utt_duration=611.6 frames, utt_pad_proportion=0.06126, over 16200.97 utterances.], batch size: 80, lr: 7.30e-04
2022-08-22 00:45:56,230 INFO [train.py:927] (2/8) Epoch 4, batch 2300, giga_loss[loss=0.248, simple_loss=0.3276, pruned_loss=0.08416, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04077, over 113.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3222, pruned_loss=0.08379, over 2471081.21 frames. utt_duration=642.2 frames, utt_pad_proportion=0.06203, over 15427.78 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3215, pruned_loss=0.07725, over 1715722.29 frames. utt_duration=1283 frames, utt_pad_proportion=0.04442, over 5356.67 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3216, pruned_loss=0.08441, over 2471448.13 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06386, over 16582.05 utterances.], batch size: 113, lr: 7.30e-04
2022-08-22 00:47:39,525 INFO [train.py:927] (2/8) Epoch 4, batch 2350, giga_loss[loss=0.2143, simple_loss=0.2915, pruned_loss=0.0686, over 12201.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 42.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3199, pruned_loss=0.08233, over 2471146.72 frames. utt_duration=659.5 frames, utt_pad_proportion=0.06067, over 15021.62 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3216, pruned_loss=0.07733, over 1726959.00 frames. utt_duration=1286 frames, utt_pad_proportion=0.04369, over 5378.22 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3193, pruned_loss=0.08286, over 2471472.67 frames. utt_duration=617.9 frames, utt_pad_proportion=0.06256, over 16038.96 utterances.], batch size: 42, lr: 7.30e-04
2022-08-22 00:49:21,399 INFO [train.py:927] (2/8) Epoch 4, batch 2400, giga_loss[loss=0.2806, simple_loss=0.3479, pruned_loss=0.1067, over 12444.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03799, over 123.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3184, pruned_loss=0.08215, over 2471468.79 frames. utt_duration=637.1 frames, utt_pad_proportion=0.05585, over 15553.89 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3212, pruned_loss=0.07727, over 1741618.91 frames. utt_duration=1290 frames, utt_pad_proportion=0.04294, over 5405.45 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3182, pruned_loss=0.0827, over 2471844.40 frames. utt_duration=600 frames, utt_pad_proportion=0.05788, over 16521.57 utterances.], batch size: 123, lr: 7.29e-04
2022-08-22 00:51:03,844 INFO [train.py:927] (2/8) Epoch 4, batch 2450, giga_loss[loss=0.2562, simple_loss=0.3242, pruned_loss=0.09412, over 12376.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04938, over 161.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08111, over 2471224.59 frames. utt_duration=636.2 frames, utt_pad_proportion=0.05882, over 15574.48 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3207, pruned_loss=0.07723, over 1763618.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.04849, over 5529.88 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3155, pruned_loss=0.08169, over 2471200.91 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05886, over 16503.61 utterances.], batch size: 161, lr: 7.29e-04
2022-08-22 00:52:43,714 INFO [train.py:927] (2/8) Epoch 4, batch 2500, giga_loss[loss=0.2391, simple_loss=0.3048, pruned_loss=0.0867, over 12454.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03657, over 37.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.312, pruned_loss=0.07935, over 2471165.57 frames. utt_duration=659.8 frames, utt_pad_proportion=0.05429, over 15015.59 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3202, pruned_loss=0.07675, over 1787802.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04684, over 5571.90 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.312, pruned_loss=0.08021, over 2471312.73 frames. utt_duration=617.8 frames, utt_pad_proportion=0.05521, over 16040.41 utterances.], batch size: 37, lr: 7.29e-04
2022-08-22 00:54:26,936 INFO [train.py:927] (2/8) Epoch 4, batch 2550, giga_loss[loss=0.291, simple_loss=0.3571, pruned_loss=0.1125, over 12365.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06759, over 211.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3108, pruned_loss=0.07896, over 2471974.39 frames. utt_duration=644.7 frames, utt_pad_proportion=0.05183, over 15373.91 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3209, pruned_loss=0.07705, over 1801144.96 frames. utt_duration=1289 frames, utt_pad_proportion=0.04593, over 5597.19 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3102, pruned_loss=0.0795, over 2472317.70 frames. utt_duration=606.8 frames, utt_pad_proportion=0.053, over 16338.57 utterances.], batch size: 211, lr: 7.29e-04
2022-08-22 00:56:09,220 INFO [train.py:927] (2/8) Epoch 4, batch 2600, giga_loss[loss=0.2489, simple_loss=0.3309, pruned_loss=0.08344, over 12427.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03769, over 133.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3132, pruned_loss=0.07921, over 2472552.53 frames. utt_duration=631.5 frames, utt_pad_proportion=0.04976, over 15699.41 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3227, pruned_loss=0.07727, over 1804387.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.04568, over 5603.20 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3115, pruned_loss=0.07949, over 2472930.35 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05085, over 16495.61 utterances.], batch size: 133, lr: 7.28e-04
2022-08-22 00:57:50,116 INFO [train.py:927] (2/8) Epoch 4, batch 2650, giga_loss[loss=0.2036, simple_loss=0.2813, pruned_loss=0.06299, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04256, over 37.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3153, pruned_loss=0.08036, over 2472902.13 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06406, over 18245.12 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3228, pruned_loss=0.07762, over 1814270.37 frames. utt_duration=1293 frames, utt_pad_proportion=0.04497, over 5621.08 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08039, over 2473276.04 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06446, over 18995.57 utterances.], batch size: 37, lr: 7.28e-04
2022-08-22 00:59:29,466 INFO [train.py:927] (2/8) Epoch 4, batch 2700, giga_loss[loss=0.2108, simple_loss=0.2876, pruned_loss=0.06698, over 12374.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03053, over 85.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3129, pruned_loss=0.07867, over 2472637.69 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05906, over 17477.31 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3224, pruned_loss=0.07745, over 1820577.63 frames. utt_duration=1296 frames, utt_pad_proportion=0.04457, over 5625.87 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07882, over 2473170.25 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05972, over 18171.80 utterances.], batch size: 85, lr: 7.28e-04
2022-08-22 01:01:09,282 INFO [train.py:927] (2/8) Epoch 4, batch 2750, giga_loss[loss=0.2459, simple_loss=0.3218, pruned_loss=0.08496, over 12437.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03547, over 105.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3129, pruned_loss=0.07888, over 2473612.41 frames. utt_duration=545.4 frames, utt_pad_proportion=0.0614, over 18190.64 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3221, pruned_loss=0.07733, over 1839888.96 frames. utt_duration=1298 frames, utt_pad_proportion=0.04325, over 5674.47 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.312, pruned_loss=0.07911, over 2474066.14 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06236, over 19030.65 utterances.], batch size: 105, lr: 7.28e-04
2022-08-22 01:02:49,219 INFO [train.py:927] (2/8) Epoch 4, batch 2800, giga_loss[loss=0.2552, simple_loss=0.3287, pruned_loss=0.09079, over 12458.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03169, over 86.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3132, pruned_loss=0.07885, over 2473390.76 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06163, over 17833.48 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3217, pruned_loss=0.07715, over 1854995.65 frames. utt_duration=1305 frames, utt_pad_proportion=0.04221, over 5693.48 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3125, pruned_loss=0.07918, over 2474283.32 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06284, over 18767.38 utterances.], batch size: 86, lr: 7.28e-04
2022-08-22 01:04:31,087 INFO [train.py:927] (2/8) Epoch 4, batch 2850, giga_loss[loss=0.2438, simple_loss=0.3268, pruned_loss=0.08036, over 12413.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03752, over 113.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.07921, over 2473128.06 frames. utt_duration=560 frames, utt_pad_proportion=0.05971, over 17712.11 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3221, pruned_loss=0.07727, over 1872774.53 frames. utt_duration=1309 frames, utt_pad_proportion=0.04108, over 5728.09 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3137, pruned_loss=0.07946, over 2474341.93 frames. utt_duration=529 frames, utt_pad_proportion=0.06127, over 18764.51 utterances.], batch size: 113, lr: 7.27e-04
2022-08-22 01:06:11,342 INFO [train.py:927] (2/8) Epoch 4, batch 2900, giga_loss[loss=0.2377, simple_loss=0.312, pruned_loss=0.08166, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02929, over 45.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3152, pruned_loss=0.07973, over 2472706.14 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05781, over 17351.60 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3223, pruned_loss=0.07748, over 1881832.33 frames. utt_duration=1310 frames, utt_pad_proportion=0.04044, over 5751.05 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3142, pruned_loss=0.07982, over 2473559.58 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05945, over 18324.78 utterances.], batch size: 45, lr: 7.27e-04
2022-08-22 01:07:51,638 INFO [train.py:927] (2/8) Epoch 4, batch 2950, giga_loss[loss=0.2184, simple_loss=0.3014, pruned_loss=0.06776, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03993, over 133.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3145, pruned_loss=0.07941, over 2471970.91 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05711, over 17281.14 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3218, pruned_loss=0.07744, over 1887358.17 frames. utt_duration=1314 frames, utt_pad_proportion=0.04009, over 5753.53 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.314, pruned_loss=0.07952, over 2472965.07 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05858, over 18145.68 utterances.], batch size: 133, lr: 7.27e-04
2022-08-22 01:09:32,419 INFO [train.py:927] (2/8) Epoch 4, batch 3000, giga_loss[loss=0.214, simple_loss=0.2952, pruned_loss=0.06641, over 12406.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03266, over 80.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.313, pruned_loss=0.079, over 2471874.34 frames. utt_duration=569.1 frames, utt_pad_proportion=0.0591, over 17418.71 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3226, pruned_loss=0.07795, over 1896067.79 frames. utt_duration=1317 frames, utt_pad_proportion=0.03964, over 5766.20 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07875, over 2472667.83 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06039, over 18246.78 utterances.], batch size: 80, lr: 7.27e-04
2022-08-22 01:09:32,420 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 01:09:46,048 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.212, simple_loss=0.3137, pruned_loss=0.0551, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 01:11:23,143 INFO [train.py:927] (2/8) Epoch 4, batch 3050, giga_loss[loss=0.2204, simple_loss=0.3023, pruned_loss=0.06922, over 12294.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03299, over 51.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3138, pruned_loss=0.07838, over 2472791.11 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05771, over 17578.41 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3228, pruned_loss=0.07811, over 1910675.26 frames. utt_duration=1317 frames, utt_pad_proportion=0.03878, over 5808.64 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3126, pruned_loss=0.07808, over 2473124.32 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05921, over 18468.07 utterances.], batch size: 51, lr: 7.26e-04
2022-08-22 01:13:01,932 INFO [train.py:927] (2/8) Epoch 4, batch 3100, giga_loss[loss=0.2149, simple_loss=0.2974, pruned_loss=0.06618, over 12383.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.02999, over 51.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3129, pruned_loss=0.07798, over 2472492.74 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06099, over 17809.75 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3223, pruned_loss=0.0781, over 1921291.28 frames. utt_duration=1305 frames, utt_pad_proportion=0.04439, over 5896.00 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3121, pruned_loss=0.07774, over 2473251.35 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06058, over 18651.13 utterances.], batch size: 51, lr: 7.26e-04
2022-08-22 01:14:41,417 INFO [train.py:927] (2/8) Epoch 4, batch 3150, giga_loss[loss=0.233, simple_loss=0.3013, pruned_loss=0.08232, over 12458.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03046, over 55.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.313, pruned_loss=0.07916, over 2473481.05 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06099, over 17492.09 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.323, pruned_loss=0.07885, over 1942994.06 frames. utt_duration=1268 frames, utt_pad_proportion=0.05708, over 6138.84 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3115, pruned_loss=0.07842, over 2474080.11 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05702, over 18370.95 utterances.], batch size: 55, lr: 7.26e-04
2022-08-22 01:16:19,713 INFO [train.py:927] (2/8) Epoch 4, batch 3200, giga_loss[loss=0.2287, simple_loss=0.3028, pruned_loss=0.07736, over 12422.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.033, over 80.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.312, pruned_loss=0.07933, over 2474045.84 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06233, over 17566.18 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3234, pruned_loss=0.07917, over 1961355.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.0613, over 6275.17 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3102, pruned_loss=0.07853, over 2474467.27 frames. utt_duration=536.2 frames, utt_pad_proportion=0.0579, over 18512.07 utterances.], batch size: 80, lr: 7.26e-04
2022-08-22 01:17:59,520 INFO [train.py:927] (2/8) Epoch 4, batch 3250, giga_loss[loss=0.201, simple_loss=0.2857, pruned_loss=0.05817, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03035, over 75.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.31, pruned_loss=0.07884, over 2473956.97 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06138, over 17830.86 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3232, pruned_loss=0.07889, over 1978785.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.05972, over 6320.61 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.0784, over 2474557.49 frames. utt_duration=524.5 frames, utt_pad_proportion=0.05838, over 18926.16 utterances.], batch size: 75, lr: 7.26e-04
2022-08-22 01:19:39,521 INFO [train.py:927] (2/8) Epoch 4, batch 3300, giga_loss[loss=0.1973, simple_loss=0.2706, pruned_loss=0.06201, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.0418, over 28.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3053, pruned_loss=0.07712, over 2474280.89 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05878, over 17054.23 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3227, pruned_loss=0.07877, over 1990948.58 frames. utt_duration=1244 frames, utt_pad_proportion=0.06326, over 6407.49 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3039, pruned_loss=0.07684, over 2474846.76 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05516, over 18093.98 utterances.], batch size: 28, lr: 7.25e-04
2022-08-22 01:21:19,975 INFO [train.py:927] (2/8) Epoch 4, batch 3350, giga_loss[loss=0.2764, simple_loss=0.3506, pruned_loss=0.1011, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03705, over 123.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3066, pruned_loss=0.07795, over 2474482.11 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06089, over 17604.15 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3225, pruned_loss=0.07869, over 2000395.39 frames. utt_duration=1249 frames, utt_pad_proportion=0.06207, over 6415.29 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3054, pruned_loss=0.07776, over 2475069.42 frames. utt_duration=533.8 frames, utt_pad_proportion=0.05829, over 18600.42 utterances.], batch size: 123, lr: 7.25e-04
2022-08-22 01:23:00,480 INFO [train.py:927] (2/8) Epoch 4, batch 3400, libri_loss[loss=0.2512, simple_loss=0.3335, pruned_loss=0.08448, over 12448.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02074, over 43.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.311, pruned_loss=0.07958, over 2474534.99 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06352, over 17804.37 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3233, pruned_loss=0.07877, over 2014362.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.06045, over 6434.72 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07939, over 2475076.57 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06185, over 18891.69 utterances.], batch size: 43, lr: 7.25e-04
2022-08-22 01:24:41,839 INFO [train.py:927] (2/8) Epoch 4, batch 3450, giga_loss[loss=0.2368, simple_loss=0.3106, pruned_loss=0.0815, over 12305.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03599, over 58.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3142, pruned_loss=0.08161, over 2474705.75 frames. utt_duration=530.9 frames, utt_pad_proportion=0.0653, over 18699.95 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.323, pruned_loss=0.07873, over 2021280.70 frames. utt_duration=1257 frames, utt_pad_proportion=0.05962, over 6439.20 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3128, pruned_loss=0.0815, over 2475090.80 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06419, over 19709.14 utterances.], batch size: 58, lr: 7.25e-04
2022-08-22 01:26:29,187 INFO [train.py:927] (2/8) Epoch 4, batch 3500, giga_loss[loss=0.3251, simple_loss=0.371, pruned_loss=0.1396, over 12389.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0696, over 211.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3192, pruned_loss=0.0857, over 2474592.65 frames. utt_duration=538 frames, utt_pad_proportion=0.06281, over 18451.98 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3224, pruned_loss=0.07853, over 2028119.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05887, over 6435.63 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3184, pruned_loss=0.08582, over 2474850.91 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06227, over 19412.46 utterances.], batch size: 211, lr: 7.24e-04
2022-08-22 01:28:17,169 INFO [train.py:927] (2/8) Epoch 4, batch 3550, giga_loss[loss=0.236, simple_loss=0.3215, pruned_loss=0.0752, over 12322.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03437, over 62.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3262, pruned_loss=0.09028, over 2474388.60 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06175, over 18576.62 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3226, pruned_loss=0.07853, over 2036911.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05775, over 6451.85 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3254, pruned_loss=0.09054, over 2474661.12 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06174, over 19536.01 utterances.], batch size: 62, lr: 7.24e-04
2022-08-22 01:30:03,320 INFO [train.py:927] (2/8) Epoch 4, batch 3600, giga_loss[loss=0.2724, simple_loss=0.3543, pruned_loss=0.0952, over 12444.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.03124, over 55.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.334, pruned_loss=0.09637, over 2474081.76 frames. utt_duration=524 frames, utt_pad_proportion=0.05948, over 18938.41 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3231, pruned_loss=0.07846, over 2040932.03 frames. utt_duration=1268 frames, utt_pad_proportion=0.05729, over 6447.36 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.333, pruned_loss=0.09675, over 2474613.45 frames. utt_duration=501.2 frames, utt_pad_proportion=0.05972, over 19810.44 utterances.], batch size: 55, lr: 7.24e-04
2022-08-22 01:31:48,214 INFO [train.py:927] (2/8) Epoch 4, batch 3650, giga_loss[loss=0.3239, simple_loss=0.3828, pruned_loss=0.1325, over 12414.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.341, pruned_loss=0.1019, over 2473789.30 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0601, over 19432.84 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3239, pruned_loss=0.07887, over 2053137.37 frames. utt_duration=1268 frames, utt_pad_proportion=0.05607, over 6482.49 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3401, pruned_loss=0.1025, over 2474810.94 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06069, over 20464.80 utterances.], batch size: 133, lr: 7.24e-04
2022-08-22 01:33:35,691 INFO [train.py:927] (2/8) Epoch 4, batch 3700, giga_loss[loss=0.2841, simple_loss=0.344, pruned_loss=0.112, over 12466.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.0297, over 55.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3446, pruned_loss=0.1057, over 2473490.64 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06254, over 19893.87 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3232, pruned_loss=0.07858, over 2063255.58 frames. utt_duration=1271 frames, utt_pad_proportion=0.05488, over 6502.30 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3448, pruned_loss=0.107, over 2474552.62 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06329, over 20997.47 utterances.], batch size: 55, lr: 7.24e-04
2022-08-22 01:35:26,009 INFO [train.py:927] (2/8) Epoch 4, batch 3750, giga_loss[loss=0.2589, simple_loss=0.3273, pruned_loss=0.09523, over 12363.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03181, over 97.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3489, pruned_loss=0.11, over 2473836.49 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06862, over 20535.17 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3226, pruned_loss=0.07838, over 2075099.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.05345, over 6505.05 utterances.], giga_tot_loss[loss=0.2871, simple_loss=0.3503, pruned_loss=0.1119, over 2474981.92 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0694, over 21793.19 utterances.], batch size: 97, lr: 7.23e-04
2022-08-22 01:37:13,189 INFO [train.py:927] (2/8) Epoch 4, batch 3800, giga_loss[loss=0.2673, simple_loss=0.3427, pruned_loss=0.09593, over 12433.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03401, over 105.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3494, pruned_loss=0.1114, over 2474210.35 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07047, over 20670.04 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3229, pruned_loss=0.07852, over 2085159.62 frames. utt_duration=1264 frames, utt_pad_proportion=0.05762, over 6607.31 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3508, pruned_loss=0.1136, over 2474965.67 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06996, over 21898.79 utterances.], batch size: 105, lr: 7.23e-04
2022-08-22 01:38:56,303 INFO [train.py:927] (2/8) Epoch 4, batch 3850, giga_loss[loss=0.3604, simple_loss=0.3882, pruned_loss=0.1663, over 12381.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1044, over 258.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3518, pruned_loss=0.1127, over 2474585.14 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06973, over 21222.58 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3226, pruned_loss=0.07822, over 2092699.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05665, over 6614.19 utterances.], giga_tot_loss[loss=0.2921, simple_loss=0.3536, pruned_loss=0.1152, over 2475325.79 frames. utt_duration=442.7 frames, utt_pad_proportion=0.06966, over 22438.33 utterances.], batch size: 258, lr: 7.23e-04
2022-08-22 01:40:41,875 INFO [train.py:927] (2/8) Epoch 4, batch 3900, giga_loss[loss=0.2431, simple_loss=0.3224, pruned_loss=0.08186, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03845, over 113.00 utterances.], tot_loss[loss=0.2902, simple_loss=0.3531, pruned_loss=0.1136, over 2474837.18 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0747, over 22332.25 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3224, pruned_loss=0.07819, over 2100432.08 frames. utt_duration=1272 frames, utt_pad_proportion=0.05568, over 6613.93 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3553, pruned_loss=0.1164, over 2475293.20 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07478, over 23585.10 utterances.], batch size: 113, lr: 7.23e-04
2022-08-22 01:42:28,319 INFO [train.py:927] (2/8) Epoch 4, batch 3950, giga_loss[loss=0.2958, simple_loss=0.3573, pruned_loss=0.1172, over 12381.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03508, over 122.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3528, pruned_loss=0.1113, over 2474469.47 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07801, over 22854.44 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3238, pruned_loss=0.07828, over 2107666.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.0551, over 6625.39 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3538, pruned_loss=0.114, over 2475025.07 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07815, over 24125.89 utterances.], batch size: 122, lr: 7.23e-04
2022-08-22 01:44:14,137 INFO [train.py:927] (2/8) Epoch 4, batch 4000, libri_loss[loss=0.3411, simple_loss=0.4061, pruned_loss=0.138, over 12368.00 frames. utt_duration=413.9 frames, utt_pad_proportion=0.3554, over 120.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3504, pruned_loss=0.109, over 2473277.05 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07905, over 21980.10 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3248, pruned_loss=0.07886, over 2114839.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.06014, over 6737.66 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3509, pruned_loss=0.1113, over 2473779.59 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07786, over 23167.64 utterances.], batch size: 120, lr: 7.22e-04
2022-08-22 01:45:57,906 INFO [train.py:927] (2/8) Epoch 4, batch 4050, giga_loss[loss=0.2399, simple_loss=0.3218, pruned_loss=0.07898, over 12329.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03346, over 85.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3471, pruned_loss=0.1065, over 2473847.67 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07773, over 21954.29 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3245, pruned_loss=0.07863, over 2121686.28 frames. utt_duration=1258 frames, utt_pad_proportion=0.05929, over 6754.64 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3482, pruned_loss=0.109, over 2474502.64 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07719, over 23162.18 utterances.], batch size: 85, lr: 7.22e-04
2022-08-22 01:47:49,647 INFO [train.py:927] (2/8) Epoch 4, batch 4100, libri_loss[loss=0.2033, simple_loss=0.2845, pruned_loss=0.06101, over 12386.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007484, over 31.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3446, pruned_loss=0.1047, over 2474587.95 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07406, over 21556.28 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3241, pruned_loss=0.07849, over 2128560.12 frames. utt_duration=1259 frames, utt_pad_proportion=0.05872, over 6769.32 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3462, pruned_loss=0.1073, over 2475222.44 frames. utt_duration=436 frames, utt_pad_proportion=0.07407, over 22782.70 utterances.], batch size: 31, lr: 7.22e-04
2022-08-22 01:49:35,666 INFO [train.py:927] (2/8) Epoch 4, batch 4150, giga_loss[loss=0.2567, simple_loss=0.3361, pruned_loss=0.08863, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3455, pruned_loss=0.1034, over 2474519.46 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07522, over 21532.33 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3243, pruned_loss=0.07872, over 2135121.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05763, over 6776.89 utterances.], giga_tot_loss[loss=0.2792, simple_loss=0.347, pruned_loss=0.1057, over 2475311.99 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07557, over 22769.89 utterances.], batch size: 62, lr: 7.22e-04
2022-08-22 01:51:21,874 INFO [train.py:927] (2/8) Epoch 4, batch 4200, giga_loss[loss=0.2868, simple_loss=0.3566, pruned_loss=0.1086, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04234, over 146.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3443, pruned_loss=0.1026, over 2474210.00 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07693, over 21232.34 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.324, pruned_loss=0.0786, over 2138437.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05717, over 6771.12 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3458, pruned_loss=0.1047, over 2474891.51 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07727, over 22330.79 utterances.], batch size: 146, lr: 7.21e-04
2022-08-22 01:53:06,809 INFO [train.py:927] (2/8) Epoch 4, batch 4250, libri_loss[loss=0.246, simple_loss=0.3409, pruned_loss=0.0755, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005889, over 33.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3428, pruned_loss=0.1021, over 2474411.65 frames. utt_duration=473 frames, utt_pad_proportion=0.0774, over 20987.06 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3251, pruned_loss=0.07866, over 2144844.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.05623, over 6769.77 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3435, pruned_loss=0.1041, over 2475220.18 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07804, over 22126.22 utterances.], batch size: 33, lr: 7.21e-04
2022-08-22 01:54:54,695 INFO [train.py:927] (2/8) Epoch 4, batch 4300, giga_loss[loss=0.2741, simple_loss=0.3438, pruned_loss=0.1022, over 12326.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03491, over 51.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3412, pruned_loss=0.1007, over 2474098.49 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07506, over 20355.19 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3248, pruned_loss=0.07846, over 2150919.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05534, over 6758.44 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3423, pruned_loss=0.1029, over 2475163.78 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07604, over 21517.94 utterances.], batch size: 51, lr: 7.21e-04
2022-08-22 01:56:37,941 INFO [train.py:927] (2/8) Epoch 4, batch 4350, giga_loss[loss=0.2797, simple_loss=0.3518, pruned_loss=0.1038, over 12418.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03391, over 75.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3406, pruned_loss=0.1007, over 2474349.39 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07745, over 21036.22 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3243, pruned_loss=0.07827, over 2158946.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.05424, over 6750.60 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3422, pruned_loss=0.1031, over 2475176.99 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0785, over 22276.43 utterances.], batch size: 75, lr: 7.21e-04
2022-08-22 01:58:25,456 INFO [train.py:927] (2/8) Epoch 4, batch 4400, giga_loss[loss=0.2363, simple_loss=0.3071, pruned_loss=0.08279, over 12374.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02594, over 48.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3375, pruned_loss=0.09903, over 2474009.85 frames. utt_duration=477.4 frames, utt_pad_proportion=0.08031, over 20791.47 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3242, pruned_loss=0.07827, over 2165228.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.05327, over 6758.55 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3392, pruned_loss=0.1013, over 2474656.38 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08144, over 22035.16 utterances.], batch size: 48, lr: 7.21e-04
2022-08-22 02:00:11,637 INFO [train.py:927] (2/8) Epoch 4, batch 4450, giga_loss[loss=0.2257, simple_loss=0.3059, pruned_loss=0.07273, over 12323.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03499, over 58.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.336, pruned_loss=0.09885, over 2474370.77 frames. utt_duration=474.2 frames, utt_pad_proportion=0.08088, over 20935.71 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3238, pruned_loss=0.0781, over 2171017.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.05238, over 6753.38 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3378, pruned_loss=0.1012, over 2475188.98 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08214, over 22176.43 utterances.], batch size: 58, lr: 7.20e-04
2022-08-22 02:01:54,709 INFO [train.py:927] (2/8) Epoch 4, batch 4500, giga_loss[loss=0.2633, simple_loss=0.3272, pruned_loss=0.09971, over 12401.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04799, over 161.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3352, pruned_loss=0.09909, over 2474450.45 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07653, over 21143.48 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3231, pruned_loss=0.07775, over 2182572.61 frames. utt_duration=1292 frames, utt_pad_proportion=0.05093, over 6766.28 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3376, pruned_loss=0.1019, over 2475422.88 frames. utt_duration=439 frames, utt_pad_proportion=0.07846, over 22627.70 utterances.], batch size: 161, lr: 7.20e-04
2022-08-22 02:03:41,977 INFO [train.py:927] (2/8) Epoch 4, batch 4550, giga_loss[loss=0.2547, simple_loss=0.3293, pruned_loss=0.09007, over 12306.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03379, over 28.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3342, pruned_loss=0.09879, over 2474278.36 frames. utt_duration=478.3 frames, utt_pad_proportion=0.0746, over 20755.21 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3225, pruned_loss=0.07747, over 2189810.55 frames. utt_duration=1292 frames, utt_pad_proportion=0.0503, over 6787.72 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3369, pruned_loss=0.1017, over 2475056.88 frames. utt_duration=447 frames, utt_pad_proportion=0.07664, over 22221.25 utterances.], batch size: 28, lr: 7.20e-04
2022-08-22 02:05:25,622 INFO [train.py:927] (2/8) Epoch 4, batch 4600, giga_loss[loss=0.2903, simple_loss=0.3538, pruned_loss=0.1134, over 12364.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03151, over 51.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3349, pruned_loss=0.09825, over 2473951.65 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07093, over 20560.83 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3226, pruned_loss=0.07753, over 2194060.56 frames. utt_duration=1295 frames, utt_pad_proportion=0.04967, over 6783.93 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3371, pruned_loss=0.1008, over 2474563.30 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07304, over 21899.24 utterances.], batch size: 51, lr: 7.20e-04
2022-08-22 02:07:10,137 INFO [train.py:927] (2/8) Epoch 4, batch 4650, giga_loss[loss=0.2147, simple_loss=0.2997, pruned_loss=0.0649, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03587, over 28.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3364, pruned_loss=0.09853, over 2474412.36 frames. utt_duration=485 frames, utt_pad_proportion=0.0713, over 20467.35 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.324, pruned_loss=0.07783, over 2196885.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.0543, over 6869.08 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.337, pruned_loss=0.1005, over 2474856.66 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07169, over 21558.31 utterances.], batch size: 28, lr: 7.19e-04
2022-08-22 02:08:55,393 INFO [train.py:927] (2/8) Epoch 4, batch 4700, giga_loss[loss=0.2559, simple_loss=0.3231, pruned_loss=0.09437, over 12444.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03743, over 123.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3381, pruned_loss=0.1002, over 2474713.54 frames. utt_duration=489 frames, utt_pad_proportion=0.07014, over 20304.24 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3246, pruned_loss=0.07811, over 2204934.70 frames. utt_duration=1262 frames, utt_pad_proportion=0.05921, over 6995.67 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3385, pruned_loss=0.1021, over 2475228.25 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06913, over 21432.90 utterances.], batch size: 123, lr: 7.19e-04
2022-08-22 02:10:37,302 INFO [train.py:927] (2/8) Epoch 4, batch 4750, giga_loss[loss=0.2273, simple_loss=0.2981, pruned_loss=0.07827, over 12489.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03998, over 31.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3378, pruned_loss=0.1006, over 2474703.46 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06914, over 20215.24 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3242, pruned_loss=0.07802, over 2214067.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05765, over 6994.66 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3389, pruned_loss=0.1029, over 2475286.39 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06889, over 21530.23 utterances.], batch size: 31, lr: 7.19e-04
2022-08-22 02:12:21,244 INFO [train.py:927] (2/8) Epoch 4, batch 4800, giga_loss[loss=0.2463, simple_loss=0.3074, pruned_loss=0.09262, over 12190.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03285, over 39.00 utterances.], tot_loss[loss=0.269, simple_loss=0.337, pruned_loss=0.1005, over 2474299.65 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06539, over 20104.08 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.324, pruned_loss=0.07804, over 2216391.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05716, over 6989.74 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3381, pruned_loss=0.1025, over 2474993.82 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06555, over 21256.38 utterances.], batch size: 39, lr: 7.19e-04
2022-08-22 02:14:03,074 INFO [train.py:927] (2/8) Epoch 4, batch 4850, giga_loss[loss=0.2384, simple_loss=0.2914, pruned_loss=0.09274, over 12337.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1937, over 366.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3353, pruned_loss=0.09815, over 2473803.59 frames. utt_duration=497 frames, utt_pad_proportion=0.06748, over 19968.35 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3231, pruned_loss=0.07777, over 2224898.81 frames. utt_duration=1279 frames, utt_pad_proportion=0.0556, over 6967.48 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3373, pruned_loss=0.1006, over 2474674.10 frames. utt_duration=465.9 frames, utt_pad_proportion=0.06799, over 21313.60 utterances.], batch size: 366, lr: 7.19e-04
2022-08-22 02:15:52,236 INFO [train.py:927] (2/8) Epoch 4, batch 4900, giga_loss[loss=0.2606, simple_loss=0.3278, pruned_loss=0.09672, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0343, over 104.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3339, pruned_loss=0.09736, over 2474012.53 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07027, over 20271.03 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3243, pruned_loss=0.07812, over 2230987.76 frames. utt_duration=1278 frames, utt_pad_proportion=0.05458, over 6988.24 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3348, pruned_loss=0.09949, over 2474754.42 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07096, over 21627.30 utterances.], batch size: 104, lr: 7.18e-04
2022-08-22 02:17:33,354 INFO [train.py:927] (2/8) Epoch 4, batch 4950, giga_loss[loss=0.3502, simple_loss=0.3816, pruned_loss=0.1594, over 12381.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3342, pruned_loss=0.09864, over 2474538.38 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07597, over 20839.01 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3242, pruned_loss=0.07827, over 2239423.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05856, over 7077.04 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3352, pruned_loss=0.1008, over 2475072.51 frames. utt_duration=446 frames, utt_pad_proportion=0.07525, over 22271.82 utterances.], batch size: 258, lr: 7.18e-04
2022-08-22 02:19:22,306 INFO [train.py:927] (2/8) Epoch 4, batch 5000, giga_loss[loss=0.2531, simple_loss=0.3396, pruned_loss=0.08336, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03346, over 80.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.337, pruned_loss=0.09798, over 2473711.81 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07411, over 20392.67 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3243, pruned_loss=0.07838, over 2240539.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.05828, over 7077.66 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3378, pruned_loss=0.09968, over 2474181.40 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07374, over 21575.65 utterances.], batch size: 80, lr: 7.18e-04
2022-08-22 02:21:06,829 INFO [train.py:927] (2/8) Epoch 4, batch 5050, giga_loss[loss=0.291, simple_loss=0.356, pruned_loss=0.113, over 12432.00 frames. utt_duration=514 frames, utt_pad_proportion=0.02655, over 97.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3403, pruned_loss=0.1004, over 2474399.10 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07198, over 20492.05 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3245, pruned_loss=0.07875, over 2243998.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05779, over 7093.34 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.341, pruned_loss=0.1017, over 2474791.13 frames. utt_duration=459.8 frames, utt_pad_proportion=0.072, over 21596.30 utterances.], batch size: 97, lr: 7.18e-04
2022-08-22 02:22:52,350 INFO [train.py:927] (2/8) Epoch 4, batch 5100, giga_loss[loss=0.3532, simple_loss=0.3942, pruned_loss=0.1561, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07378, over 212.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3418, pruned_loss=0.1026, over 2474467.98 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07854, over 21190.74 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3245, pruned_loss=0.07908, over 2249592.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05692, over 7101.85 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3428, pruned_loss=0.104, over 2474888.64 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07864, over 22387.02 utterances.], batch size: 212, lr: 7.18e-04
2022-08-22 02:24:35,628 INFO [train.py:927] (2/8) Epoch 4, batch 5150, giga_loss[loss=0.2662, simple_loss=0.3335, pruned_loss=0.0994, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3406, pruned_loss=0.1024, over 2474486.02 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07818, over 21369.84 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3245, pruned_loss=0.07915, over 2257284.10 frames. utt_duration=1260 frames, utt_pad_proportion=0.06018, over 7173.52 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.342, pruned_loss=0.1041, over 2474878.56 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07773, over 22725.60 utterances.], batch size: 80, lr: 7.17e-04
2022-08-22 02:26:18,167 INFO [train.py:927] (2/8) Epoch 4, batch 5200, giga_loss[loss=0.2717, simple_loss=0.3348, pruned_loss=0.1043, over 12320.00 frames. utt_duration=851.3 frames, utt_pad_proportion=0.03146, over 58.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3408, pruned_loss=0.1035, over 2473629.27 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07941, over 21512.15 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3249, pruned_loss=0.07932, over 2260191.26 frames. utt_duration=1257 frames, utt_pad_proportion=0.06018, over 7203.62 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3417, pruned_loss=0.1051, over 2474237.16 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07907, over 22747.87 utterances.], batch size: 58, lr: 7.17e-04
2022-08-22 02:28:03,446 INFO [train.py:927] (2/8) Epoch 4, batch 5250, libri_loss[loss=0.1901, simple_loss=0.27, pruned_loss=0.05513, over 12456.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01008, over 29.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3388, pruned_loss=0.1026, over 2473935.85 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07614, over 20536.74 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.324, pruned_loss=0.07895, over 2265801.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.059, over 7186.61 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3407, pruned_loss=0.1047, over 2474124.44 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0765, over 21851.14 utterances.], batch size: 29, lr: 7.17e-04
2022-08-22 02:29:48,127 INFO [train.py:927] (2/8) Epoch 4, batch 5300, giga_loss[loss=0.2052, simple_loss=0.2926, pruned_loss=0.05883, over 12461.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04531, over 34.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3367, pruned_loss=0.1013, over 2474651.77 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07973, over 20602.34 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3239, pruned_loss=0.0788, over 2269116.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.05822, over 7184.84 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3385, pruned_loss=0.1034, over 2474618.08 frames. utt_duration=455 frames, utt_pad_proportion=0.08017, over 21824.27 utterances.], batch size: 34, lr: 7.17e-04
2022-08-22 02:31:30,947 INFO [train.py:927] (2/8) Epoch 4, batch 5350, giga_loss[loss=0.4023, simple_loss=0.4255, pruned_loss=0.1896, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3381, pruned_loss=0.1014, over 2474490.11 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07463, over 19987.80 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3239, pruned_loss=0.07874, over 2274228.82 frames. utt_duration=1269 frames, utt_pad_proportion=0.05702, over 7176.34 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3398, pruned_loss=0.1037, over 2474422.98 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07575, over 21269.32 utterances.], batch size: 183, lr: 7.16e-04
2022-08-22 02:33:17,653 INFO [train.py:927] (2/8) Epoch 4, batch 5400, libri_loss[loss=0.2458, simple_loss=0.3338, pruned_loss=0.07892, over 12310.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00703, over 36.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3412, pruned_loss=0.103, over 2474630.96 frames. utt_duration=480.3 frames, utt_pad_proportion=0.08338, over 20670.73 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3253, pruned_loss=0.0791, over 2281322.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05978, over 7256.04 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3419, pruned_loss=0.1052, over 2474413.71 frames. utt_duration=450.1 frames, utt_pad_proportion=0.08328, over 22060.62 utterances.], batch size: 36, lr: 7.16e-04
2022-08-22 02:35:00,470 INFO [train.py:927] (2/8) Epoch 4, batch 5450, giga_loss[loss=0.3138, simple_loss=0.3717, pruned_loss=0.128, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04946, over 161.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3425, pruned_loss=0.102, over 2475053.33 frames. utt_duration=478.3 frames, utt_pad_proportion=0.08062, over 20761.90 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3252, pruned_loss=0.07899, over 2286890.49 frames. utt_duration=1264 frames, utt_pad_proportion=0.05832, over 7243.64 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.3436, pruned_loss=0.1045, over 2475010.44 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08132, over 22228.66 utterances.], batch size: 161, lr: 7.16e-04
2022-08-22 02:36:42,632 INFO [train.py:927] (2/8) Epoch 4, batch 5500, giga_loss[loss=0.3224, simple_loss=0.3752, pruned_loss=0.1348, over 12400.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05692, over 162.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3443, pruned_loss=0.1028, over 2474817.76 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07725, over 20437.91 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3254, pruned_loss=0.07916, over 2291561.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05715, over 7255.46 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3453, pruned_loss=0.1052, over 2474771.10 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07851, over 21884.81 utterances.], batch size: 162, lr: 7.16e-04
2022-08-22 02:38:29,602 INFO [train.py:927] (2/8) Epoch 4, batch 5550, giga_loss[loss=0.3137, simple_loss=0.3519, pruned_loss=0.1377, over 12354.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2143, over 374.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3464, pruned_loss=0.106, over 2474049.98 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08229, over 21479.20 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3247, pruned_loss=0.07875, over 2294651.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05623, over 7242.48 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3482, pruned_loss=0.1087, over 2474515.37 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08333, over 22887.44 utterances.], batch size: 374, lr: 7.16e-04
2022-08-22 02:40:09,757 INFO [train.py:927] (2/8) Epoch 4, batch 5600, giga_loss[loss=0.2505, simple_loss=0.3288, pruned_loss=0.08608, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3468, pruned_loss=0.1064, over 2474490.40 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08249, over 22041.87 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3241, pruned_loss=0.0785, over 2298242.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.05543, over 7226.74 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3491, pruned_loss=0.1093, over 2474850.07 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08367, over 23447.15 utterances.], batch size: 45, lr: 7.15e-04
2022-08-22 02:41:52,819 INFO [train.py:927] (2/8) Epoch 4, batch 5650, libri_loss[loss=0.2163, simple_loss=0.2998, pruned_loss=0.06642, over 12287.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006923, over 37.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3447, pruned_loss=0.1032, over 2474677.10 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07792, over 20919.44 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.323, pruned_loss=0.07792, over 2304889.32 frames. utt_duration=1284 frames, utt_pad_proportion=0.05379, over 7188.49 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3484, pruned_loss=0.1071, over 2475272.08 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07993, over 22640.30 utterances.], batch size: 37, lr: 7.15e-04
2022-08-22 02:43:35,664 INFO [train.py:927] (2/8) Epoch 4, batch 5700, giga_loss[loss=0.2419, simple_loss=0.3242, pruned_loss=0.07977, over 12363.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3442, pruned_loss=0.1027, over 2474089.74 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07762, over 20930.99 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3225, pruned_loss=0.0778, over 2311092.71 frames. utt_duration=1287 frames, utt_pad_proportion=0.05284, over 7191.76 utterances.], giga_tot_loss[loss=0.281, simple_loss=0.3484, pruned_loss=0.1068, over 2474999.70 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0798, over 22804.45 utterances.], batch size: 70, lr: 7.15e-04
2022-08-22 02:45:17,474 INFO [train.py:927] (2/8) Epoch 4, batch 5750, giga_loss[loss=0.3129, simple_loss=0.3505, pruned_loss=0.1376, over 12330.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.205, over 369.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3425, pruned_loss=0.1023, over 2473986.71 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07825, over 20887.84 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3223, pruned_loss=0.07774, over 2314690.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.05181, over 7192.98 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3465, pruned_loss=0.1062, over 2475115.54 frames. utt_duration=437.9 frames, utt_pad_proportion=0.08037, over 22684.16 utterances.], batch size: 369, lr: 7.15e-04
2022-08-22 02:47:02,107 INFO [train.py:927] (2/8) Epoch 4, batch 5800, giga_loss[loss=0.3062, simple_loss=0.3471, pruned_loss=0.1326, over 12342.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3397, pruned_loss=0.1014, over 2474109.72 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07788, over 21029.13 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3218, pruned_loss=0.07754, over 2318785.39 frames. utt_duration=1293 frames, utt_pad_proportion=0.05075, over 7182.32 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3437, pruned_loss=0.1052, over 2474868.61 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08006, over 22785.64 utterances.], batch size: 369, lr: 7.15e-04
2022-08-22 02:48:45,352 INFO [train.py:927] (2/8) Epoch 4, batch 5850, giga_loss[loss=0.2517, simple_loss=0.3203, pruned_loss=0.09154, over 12406.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03285, over 80.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3386, pruned_loss=0.1006, over 2473776.94 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07382, over 19828.66 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3223, pruned_loss=0.07767, over 2325019.52 frames. utt_duration=1299 frames, utt_pad_proportion=0.04909, over 7168.70 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3421, pruned_loss=0.1045, over 2474959.66 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07685, over 21824.89 utterances.], batch size: 80, lr: 7.14e-04
2022-08-22 02:50:23,127 INFO [train.py:927] (2/8) Epoch 4, batch 5900, giga_loss[loss=0.3081, simple_loss=0.3647, pruned_loss=0.1257, over 12353.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.336, pruned_loss=0.09761, over 2474276.57 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0747, over 20189.58 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3226, pruned_loss=0.07775, over 2328667.99 frames. utt_duration=1287 frames, utt_pad_proportion=0.05297, over 7246.25 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3389, pruned_loss=0.1012, over 2475252.06 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07604, over 22002.24 utterances.], batch size: 258, lr: 7.14e-04
2022-08-22 02:52:08,706 INFO [train.py:927] (2/8) Epoch 4, batch 5950, giga_loss[loss=0.247, simple_loss=0.3206, pruned_loss=0.0867, over 12462.00 frames. utt_duration=666 frames, utt_pad_proportion=0.02772, over 75.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3356, pruned_loss=0.09782, over 2474990.86 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07414, over 21244.34 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3224, pruned_loss=0.07764, over 2329496.65 frames. utt_duration=1289 frames, utt_pad_proportion=0.05279, over 7239.02 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3381, pruned_loss=0.1008, over 2475672.71 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07526, over 22720.30 utterances.], batch size: 75, lr: 7.14e-04
2022-08-22 02:53:53,252 INFO [train.py:927] (2/8) Epoch 4, batch 6000, giga_loss[loss=0.2456, simple_loss=0.3242, pruned_loss=0.08354, over 12344.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.09748, over 2474980.71 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07584, over 21515.86 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3222, pruned_loss=0.07755, over 2332599.91 frames. utt_duration=1291 frames, utt_pad_proportion=0.05188, over 7237.24 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3362, pruned_loss=0.1004, over 2475972.41 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07706, over 23023.22 utterances.], batch size: 62, lr: 7.14e-04
2022-08-22 02:53:53,253 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 02:54:06,244 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.2011, simple_loss=0.3076, pruned_loss=0.04733, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 02:55:47,434 INFO [train.py:927] (2/8) Epoch 4, batch 6050, giga_loss[loss=0.3168, simple_loss=0.3582, pruned_loss=0.1377, over 12358.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2123, over 373.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3358, pruned_loss=0.09882, over 2475120.65 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07605, over 21564.11 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3219, pruned_loss=0.0775, over 2334586.60 frames. utt_duration=1290 frames, utt_pad_proportion=0.05158, over 7245.53 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3381, pruned_loss=0.1014, over 2476043.37 frames. utt_duration=433 frames, utt_pad_proportion=0.07719, over 22951.88 utterances.], batch size: 373, lr: 7.14e-04
2022-08-22 02:57:33,200 INFO [train.py:927] (2/8) Epoch 4, batch 6100, giga_loss[loss=0.2831, simple_loss=0.3506, pruned_loss=0.1078, over 12450.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03119, over 80.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3358, pruned_loss=0.09938, over 2475021.47 frames. utt_duration=469 frames, utt_pad_proportion=0.07371, over 21177.15 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3218, pruned_loss=0.07774, over 2340017.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04995, over 7230.09 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3384, pruned_loss=0.1021, over 2475849.77 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07552, over 22833.32 utterances.], batch size: 80, lr: 7.13e-04
2022-08-22 02:59:15,932 INFO [train.py:927] (2/8) Epoch 4, batch 6150, giga_loss[loss=0.2703, simple_loss=0.3439, pruned_loss=0.09835, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04184, over 114.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3356, pruned_loss=0.09862, over 2473207.16 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07506, over 20321.86 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3222, pruned_loss=0.07794, over 2344226.78 frames. utt_duration=1287 frames, utt_pad_proportion=0.05272, over 7293.19 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3377, pruned_loss=0.1014, over 2474901.76 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07588, over 22108.20 utterances.], batch size: 114, lr: 7.13e-04
2022-08-22 03:01:03,317 INFO [train.py:927] (2/8) Epoch 4, batch 6200, giga_loss[loss=0.254, simple_loss=0.3256, pruned_loss=0.09123, over 12201.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03299, over 42.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3369, pruned_loss=0.09915, over 2473332.50 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07947, over 20697.82 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.322, pruned_loss=0.07764, over 2347458.25 frames. utt_duration=1292 frames, utt_pad_proportion=0.05177, over 7274.94 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3392, pruned_loss=0.1022, over 2474645.25 frames. utt_duration=442.4 frames, utt_pad_proportion=0.08026, over 22447.04 utterances.], batch size: 42, lr: 7.13e-04
2022-08-22 03:02:45,897 INFO [train.py:927] (2/8) Epoch 4, batch 6250, giga_loss[loss=0.2834, simple_loss=0.3647, pruned_loss=0.101, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04018, over 133.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3379, pruned_loss=0.1003, over 2474235.35 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07684, over 20658.18 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3218, pruned_loss=0.07766, over 2351396.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.05573, over 7359.72 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3403, pruned_loss=0.1032, over 2475103.85 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07664, over 22336.39 utterances.], batch size: 133, lr: 7.13e-04
2022-08-22 03:04:27,498 INFO [train.py:927] (2/8) Epoch 4, batch 6300, giga_loss[loss=0.2474, simple_loss=0.3224, pruned_loss=0.08621, over 12395.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3384, pruned_loss=0.09992, over 2474566.96 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07598, over 20950.90 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3214, pruned_loss=0.07745, over 2354610.66 frames. utt_duration=1283 frames, utt_pad_proportion=0.05475, over 7351.12 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3412, pruned_loss=0.1031, over 2475675.04 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07636, over 22673.98 utterances.], batch size: 97, lr: 7.12e-04
2022-08-22 03:06:08,526 INFO [train.py:927] (2/8) Epoch 4, batch 6350, giga_loss[loss=0.2556, simple_loss=0.3265, pruned_loss=0.09234, over 12457.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03363, over 86.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3382, pruned_loss=0.1007, over 2474996.27 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07659, over 21157.86 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3212, pruned_loss=0.07731, over 2356803.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.05392, over 7347.23 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3409, pruned_loss=0.1038, over 2476047.35 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07722, over 22780.04 utterances.], batch size: 86, lr: 7.12e-04
2022-08-22 03:07:49,461 INFO [train.py:927] (2/8) Epoch 4, batch 6400, giga_loss[loss=0.2983, simple_loss=0.3405, pruned_loss=0.1281, over 12362.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2061, over 370.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3353, pruned_loss=0.09898, over 2474534.48 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07525, over 20422.30 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3206, pruned_loss=0.07707, over 2361275.30 frames. utt_duration=1292 frames, utt_pad_proportion=0.0523, over 7320.75 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3385, pruned_loss=0.1025, over 2475554.23 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07655, over 22228.24 utterances.], batch size: 370, lr: 7.12e-04
2022-08-22 03:09:29,734 INFO [train.py:927] (2/8) Epoch 4, batch 6450, giga_loss[loss=0.2368, simple_loss=0.3117, pruned_loss=0.08097, over 12464.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03157, over 86.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3349, pruned_loss=0.09894, over 2474076.74 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07274, over 19946.58 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3203, pruned_loss=0.07697, over 2365472.83 frames. utt_duration=1293 frames, utt_pad_proportion=0.05165, over 7327.44 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.3382, pruned_loss=0.1026, over 2475120.51 frames. utt_duration=454.3 frames, utt_pad_proportion=0.0745, over 21864.50 utterances.], batch size: 86, lr: 7.12e-04
2022-08-22 03:11:09,987 INFO [train.py:927] (2/8) Epoch 4, batch 6500, giga_loss[loss=0.2725, simple_loss=0.3437, pruned_loss=0.1006, over 12366.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02958, over 85.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3349, pruned_loss=0.09859, over 2474010.25 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06739, over 19476.70 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.32, pruned_loss=0.07678, over 2368881.15 frames. utt_duration=1292 frames, utt_pad_proportion=0.05087, over 7340.54 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3383, pruned_loss=0.1023, over 2474679.28 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06969, over 21332.72 utterances.], batch size: 85, lr: 7.12e-04
2022-08-22 03:12:48,941 INFO [train.py:927] (2/8) Epoch 4, batch 6550, giga_loss[loss=0.2564, simple_loss=0.3298, pruned_loss=0.09152, over 12423.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0242, over 70.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3371, pruned_loss=0.1001, over 2474527.12 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06758, over 19508.88 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3205, pruned_loss=0.07692, over 2371200.88 frames. utt_duration=1293 frames, utt_pad_proportion=0.04999, over 7341.91 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3397, pruned_loss=0.1034, over 2475318.71 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06982, over 21252.06 utterances.], batch size: 70, lr: 7.11e-04
2022-08-22 03:14:32,641 INFO [train.py:927] (2/8) Epoch 4, batch 6600, libri_loss[loss=0.1817, simple_loss=0.2671, pruned_loss=0.04813, over 12276.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03604, over 27.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3371, pruned_loss=0.1008, over 2474438.91 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07284, over 19838.71 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3202, pruned_loss=0.07668, over 2373956.01 frames. utt_duration=1299 frames, utt_pad_proportion=0.0491, over 7316.88 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3399, pruned_loss=0.1043, over 2475369.93 frames. utt_duration=460 frames, utt_pad_proportion=0.07466, over 21594.76 utterances.], batch size: 27, lr: 7.11e-04
2022-08-22 03:16:14,555 INFO [train.py:927] (2/8) Epoch 4, batch 6650, giga_loss[loss=0.2629, simple_loss=0.3433, pruned_loss=0.09126, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3369, pruned_loss=0.1, over 2473845.59 frames. utt_duration=498.7 frames, utt_pad_proportion=0.08029, over 19902.32 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3203, pruned_loss=0.07649, over 2377627.97 frames. utt_duration=1289 frames, utt_pad_proportion=0.05243, over 7388.14 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3397, pruned_loss=0.1039, over 2474867.38 frames. utt_duration=457 frames, utt_pad_proportion=0.08055, over 21729.04 utterances.], batch size: 97, lr: 7.11e-04
2022-08-22 03:17:59,129 INFO [train.py:927] (2/8) Epoch 4, batch 6700, giga_loss[loss=0.2307, simple_loss=0.3151, pruned_loss=0.07319, over 12370.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03177, over 62.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3385, pruned_loss=0.1018, over 2473652.01 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07977, over 20469.88 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3202, pruned_loss=0.07654, over 2379703.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.05263, over 7418.13 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3411, pruned_loss=0.1053, over 2474313.59 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08014, over 22122.16 utterances.], batch size: 62, lr: 7.11e-04
2022-08-22 03:19:39,630 INFO [train.py:927] (2/8) Epoch 4, batch 6750, libri_loss[loss=0.1721, simple_loss=0.2583, pruned_loss=0.04297, over 12227.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007622, over 29.00 utterances.], tot_loss[loss=0.2717, simple_loss=0.3388, pruned_loss=0.1023, over 2472244.46 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07888, over 19963.80 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3195, pruned_loss=0.07656, over 2383089.34 frames. utt_duration=1280 frames, utt_pad_proportion=0.05476, over 7455.84 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3425, pruned_loss=0.1064, over 2473944.20 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07898, over 21896.61 utterances.], batch size: 29, lr: 7.11e-04
2022-08-22 03:21:23,209 INFO [train.py:927] (2/8) Epoch 4, batch 6800, giga_loss[loss=0.2934, simple_loss=0.3376, pruned_loss=0.1246, over 12355.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3413, pruned_loss=0.1043, over 2472817.43 frames. utt_duration=461.1 frames, utt_pad_proportion=0.08389, over 21518.84 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3196, pruned_loss=0.07671, over 2384159.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05412, over 7446.09 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3445, pruned_loss=0.1078, over 2474399.09 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08391, over 23240.40 utterances.], batch size: 372, lr: 7.10e-04
2022-08-22 03:23:06,869 INFO [train.py:927] (2/8) Epoch 4, batch 6850, giga_loss[loss=0.2516, simple_loss=0.3264, pruned_loss=0.08841, over 12360.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03188, over 58.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3401, pruned_loss=0.103, over 2473319.75 frames. utt_duration=471 frames, utt_pad_proportion=0.08112, over 21071.98 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3202, pruned_loss=0.07704, over 2386759.41 frames. utt_duration=1269 frames, utt_pad_proportion=0.05757, over 7534.89 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3426, pruned_loss=0.1061, over 2474236.08 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08052, over 22661.28 utterances.], batch size: 58, lr: 7.10e-04
2022-08-22 03:24:47,216 INFO [train.py:927] (2/8) Epoch 4, batch 6900, giga_loss[loss=0.3205, simple_loss=0.3675, pruned_loss=0.1368, over 12390.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07783, over 213.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3414, pruned_loss=0.103, over 2473937.91 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08008, over 21181.43 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3215, pruned_loss=0.07704, over 2388109.14 frames. utt_duration=1258 frames, utt_pad_proportion=0.06044, over 7600.51 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3425, pruned_loss=0.1058, over 2474617.64 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07897, over 22556.37 utterances.], batch size: 213, lr: 7.10e-04
2022-08-22 03:26:31,825 INFO [train.py:927] (2/8) Epoch 4, batch 6950, giga_loss[loss=0.3101, simple_loss=0.3619, pruned_loss=0.1292, over 12385.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06975, over 211.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3404, pruned_loss=0.1029, over 2474093.01 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07596, over 20733.70 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3209, pruned_loss=0.07709, over 2391272.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05861, over 7564.17 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3425, pruned_loss=0.1061, over 2474858.48 frames. utt_duration=444 frames, utt_pad_proportion=0.07607, over 22367.81 utterances.], batch size: 211, lr: 7.10e-04
2022-08-22 03:28:15,913 INFO [train.py:927] (2/8) Epoch 4, batch 7000, giga_loss[loss=0.287, simple_loss=0.3499, pruned_loss=0.112, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06272, over 183.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3427, pruned_loss=0.1061, over 2474146.32 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08571, over 22266.08 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3213, pruned_loss=0.07745, over 2392278.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.06361, over 7674.11 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3442, pruned_loss=0.1085, over 2474603.76 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08406, over 23570.49 utterances.], batch size: 183, lr: 7.10e-04
2022-08-22 03:29:59,144 INFO [train.py:927] (2/8) Epoch 4, batch 7050, giga_loss[loss=0.2428, simple_loss=0.3177, pruned_loss=0.08396, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3418, pruned_loss=0.105, over 2474113.08 frames. utt_duration=467 frames, utt_pad_proportion=0.08036, over 21260.38 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3206, pruned_loss=0.07705, over 2394873.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.06193, over 7644.07 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3443, pruned_loss=0.1082, over 2474709.44 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07996, over 22788.90 utterances.], batch size: 58, lr: 7.09e-04
2022-08-22 03:31:39,032 INFO [train.py:927] (2/8) Epoch 4, batch 7100, giga_loss[loss=0.2614, simple_loss=0.3323, pruned_loss=0.09523, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02733, over 48.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.341, pruned_loss=0.1044, over 2474906.21 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08219, over 21810.58 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3204, pruned_loss=0.07723, over 2397590.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.06542, over 7681.90 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3439, pruned_loss=0.1077, over 2475412.44 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08106, over 23444.36 utterances.], batch size: 48, lr: 7.09e-04
2022-08-22 03:33:21,575 INFO [train.py:927] (2/8) Epoch 4, batch 7150, giga_loss[loss=0.2779, simple_loss=0.3536, pruned_loss=0.1011, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03024, over 75.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3399, pruned_loss=0.1028, over 2474912.01 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07592, over 21652.19 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3203, pruned_loss=0.07711, over 2398822.59 frames. utt_duration=1244 frames, utt_pad_proportion=0.06601, over 7723.63 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.3426, pruned_loss=0.106, over 2475600.42 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07535, over 23167.41 utterances.], batch size: 75, lr: 7.09e-04
2022-08-22 03:35:07,439 INFO [train.py:927] (2/8) Epoch 4, batch 7200, giga_loss[loss=0.2542, simple_loss=0.321, pruned_loss=0.0937, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3402, pruned_loss=0.1041, over 2474690.64 frames. utt_duration=440.4 frames, utt_pad_proportion=0.08031, over 22551.87 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3206, pruned_loss=0.07751, over 2400608.30 frames. utt_duration=1234 frames, utt_pad_proportion=0.06845, over 7791.58 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3425, pruned_loss=0.1069, over 2475325.70 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07908, over 24031.25 utterances.], batch size: 75, lr: 7.09e-04
2022-08-22 03:36:50,624 INFO [train.py:927] (2/8) Epoch 4, batch 7250, giga_loss[loss=0.2813, simple_loss=0.3487, pruned_loss=0.1069, over 12417.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03245, over 80.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3362, pruned_loss=0.1015, over 2474504.49 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0734, over 21280.30 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3207, pruned_loss=0.07742, over 2401894.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06766, over 7781.73 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3382, pruned_loss=0.1042, over 2474828.63 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07304, over 22657.08 utterances.], batch size: 80, lr: 7.09e-04
2022-08-22 03:38:35,038 INFO [train.py:927] (2/8) Epoch 4, batch 7300, giga_loss[loss=0.2805, simple_loss=0.3498, pruned_loss=0.1056, over 12421.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03756, over 123.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3335, pruned_loss=0.1002, over 2474161.80 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07443, over 20911.36 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3196, pruned_loss=0.077, over 2403677.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.06638, over 7731.04 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3364, pruned_loss=0.1033, over 2474719.66 frames. utt_duration=443 frames, utt_pad_proportion=0.07457, over 22419.35 utterances.], batch size: 123, lr: 7.08e-04
2022-08-22 03:40:17,063 INFO [train.py:927] (2/8) Epoch 4, batch 7350, giga_loss[loss=0.2548, simple_loss=0.3416, pruned_loss=0.08399, over 12454.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3331, pruned_loss=0.09772, over 2474661.88 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07579, over 21881.10 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3198, pruned_loss=0.077, over 2405495.72 frames. utt_duration=1236 frames, utt_pad_proportion=0.06868, over 7792.62 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3356, pruned_loss=0.1007, over 2475019.23 frames. utt_duration=426 frames, utt_pad_proportion=0.07517, over 23322.71 utterances.], batch size: 75, lr: 7.08e-04
2022-08-22 03:41:57,204 INFO [train.py:927] (2/8) Epoch 4, batch 7400, giga_loss[loss=0.258, simple_loss=0.3357, pruned_loss=0.09022, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3302, pruned_loss=0.09409, over 2475086.91 frames. utt_duration=443.5 frames, utt_pad_proportion=0.0729, over 22396.26 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3192, pruned_loss=0.07676, over 2407411.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.06731, over 7749.42 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.333, pruned_loss=0.09716, over 2475496.87 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07302, over 23960.74 utterances.], batch size: 97, lr: 7.08e-04
2022-08-22 03:43:43,071 INFO [train.py:927] (2/8) Epoch 4, batch 7450, giga_loss[loss=0.2385, simple_loss=0.3286, pruned_loss=0.07423, over 12387.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04511, over 146.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3275, pruned_loss=0.09042, over 2475143.87 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07668, over 23079.16 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3197, pruned_loss=0.07694, over 2408228.16 frames. utt_duration=1235 frames, utt_pad_proportion=0.07096, over 7811.42 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3295, pruned_loss=0.09291, over 2475631.17 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07569, over 24454.98 utterances.], batch size: 146, lr: 7.08e-04
2022-08-22 03:45:26,509 INFO [train.py:927] (2/8) Epoch 4, batch 7500, giga_loss[loss=0.3044, simple_loss=0.3622, pruned_loss=0.1232, over 12397.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0735, over 212.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3275, pruned_loss=0.08861, over 2475450.25 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07245, over 23069.91 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3198, pruned_loss=0.07689, over 2409473.85 frames. utt_duration=1234 frames, utt_pad_proportion=0.07032, over 7818.87 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3292, pruned_loss=0.09094, over 2476232.69 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07209, over 24510.94 utterances.], batch size: 212, lr: 7.08e-04
2022-08-22 03:47:13,996 INFO [train.py:927] (2/8) Epoch 4, batch 7550, giga_loss[loss=0.2158, simple_loss=0.2985, pruned_loss=0.06653, over 12448.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.035, over 98.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3251, pruned_loss=0.08658, over 2475240.80 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07472, over 23780.58 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.32, pruned_loss=0.07687, over 2410439.51 frames. utt_duration=1237 frames, utt_pad_proportion=0.0692, over 7801.64 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3263, pruned_loss=0.08864, over 2476182.27 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07464, over 25221.28 utterances.], batch size: 98, lr: 7.07e-04
2022-08-22 03:48:57,745 INFO [train.py:927] (2/8) Epoch 4, batch 7600, giga_loss[loss=0.2201, simple_loss=0.312, pruned_loss=0.06412, over 12387.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04316, over 31.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3236, pruned_loss=0.08559, over 2475679.90 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07343, over 24284.96 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3198, pruned_loss=0.0768, over 2411296.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06835, over 7790.64 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3248, pruned_loss=0.08738, over 2476520.04 frames. utt_duration=387.9 frames, utt_pad_proportion=0.07367, over 25632.31 utterances.], batch size: 31, lr: 7.07e-04
2022-08-22 03:50:41,878 INFO [train.py:927] (2/8) Epoch 4, batch 7650, giga_loss[loss=0.2342, simple_loss=0.3167, pruned_loss=0.07584, over 12375.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04536, over 146.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3214, pruned_loss=0.0833, over 2476607.05 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07195, over 23887.12 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3196, pruned_loss=0.07684, over 2414207.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.07055, over 7854.83 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3226, pruned_loss=0.08498, over 2476963.23 frames. utt_duration=390 frames, utt_pad_proportion=0.07164, over 25497.29 utterances.], batch size: 146, lr: 7.07e-04
2022-08-22 03:52:22,698 INFO [train.py:927] (2/8) Epoch 4, batch 7700, giga_loss[loss=0.2208, simple_loss=0.2959, pruned_loss=0.07289, over 12439.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03556, over 105.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3181, pruned_loss=0.08064, over 2476751.71 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06953, over 23519.55 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3197, pruned_loss=0.07687, over 2414531.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.0703, over 7858.56 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3189, pruned_loss=0.08194, over 2477018.44 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06949, over 24852.21 utterances.], batch size: 105, lr: 7.07e-04
2022-08-22 03:54:04,694 INFO [train.py:927] (2/8) Epoch 4, batch 7750, giga_loss[loss=0.2571, simple_loss=0.3237, pruned_loss=0.09522, over 12375.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09493, over 255.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3163, pruned_loss=0.07928, over 2476518.22 frames. utt_duration=430.3 frames, utt_pad_proportion=0.06697, over 23098.76 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3202, pruned_loss=0.07688, over 2415532.88 frames. utt_duration=1233 frames, utt_pad_proportion=0.06923, over 7847.47 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3165, pruned_loss=0.08036, over 2476928.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06735, over 24442.52 utterances.], batch size: 255, lr: 7.06e-04
2022-08-22 03:56:02,162 INFO [train.py:927] (2/8) Epoch 4, batch 7800, giga_loss[loss=0.2439, simple_loss=0.3273, pruned_loss=0.08026, over 12406.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05154, over 161.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3168, pruned_loss=0.07863, over 2476648.83 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06552, over 23595.37 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3194, pruned_loss=0.07659, over 2416798.55 frames. utt_duration=1240 frames, utt_pad_proportion=0.06802, over 7804.73 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3176, pruned_loss=0.07978, over 2477219.39 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06621, over 25039.35 utterances.], batch size: 161, lr: 7.06e-04
2022-08-22 03:58:09,383 INFO [train.py:927] (2/8) Epoch 4, batch 7850, giga_loss[loss=0.2209, simple_loss=0.3044, pruned_loss=0.06872, over 12402.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.07766, over 2476297.47 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06331, over 23243.24 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3192, pruned_loss=0.07648, over 2417395.83 frames. utt_duration=1243 frames, utt_pad_proportion=0.06721, over 7788.72 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3166, pruned_loss=0.07868, over 2477019.11 frames. utt_duration=403.8 frames, utt_pad_proportion=0.0642, over 24620.01 utterances.], batch size: 133, lr: 7.06e-04
2022-08-22 04:00:02,529 INFO [train.py:927] (2/8) Epoch 4, batch 7900, giga_loss[loss=0.2258, simple_loss=0.3088, pruned_loss=0.07144, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04087, over 113.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3128, pruned_loss=0.07529, over 2476127.36 frames. utt_duration=416 frames, utt_pad_proportion=0.06608, over 23887.94 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3186, pruned_loss=0.07646, over 2418504.87 frames. utt_duration=1250 frames, utt_pad_proportion=0.06575, over 7745.52 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3137, pruned_loss=0.07614, over 2477275.47 frames. utt_duration=391 frames, utt_pad_proportion=0.06694, over 25429.49 utterances.], batch size: 113, lr: 7.06e-04
2022-08-22 04:02:10,566 INFO [train.py:927] (2/8) Epoch 4, batch 7950, giga_loss[loss=0.2518, simple_loss=0.3286, pruned_loss=0.08753, over 12372.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.0466, over 146.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3106, pruned_loss=0.07469, over 2476142.39 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06821, over 24277.64 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3184, pruned_loss=0.07648, over 2419528.63 frames. utt_duration=1256 frames, utt_pad_proportion=0.06455, over 7714.21 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3114, pruned_loss=0.07532, over 2477416.59 frames. utt_duration=384 frames, utt_pad_proportion=0.06907, over 25892.99 utterances.], batch size: 146, lr: 7.06e-04
2022-08-22 04:03:59,017 INFO [train.py:927] (2/8) Epoch 4, batch 8000, giga_loss[loss=0.2331, simple_loss=0.3185, pruned_loss=0.07386, over 12433.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.02946, over 122.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3116, pruned_loss=0.07429, over 2476985.91 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06744, over 24082.52 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3205, pruned_loss=0.07654, over 2421417.42 frames. utt_duration=1244 frames, utt_pad_proportion=0.06777, over 7792.29 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3102, pruned_loss=0.07468, over 2477833.58 frames. utt_duration=386.2 frames, utt_pad_proportion=0.0672, over 25750.32 utterances.], batch size: 122, lr: 7.05e-04
2022-08-22 04:06:01,737 INFO [train.py:927] (2/8) Epoch 4, batch 8050, giga_loss[loss=0.1996, simple_loss=0.2925, pruned_loss=0.05335, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3125, pruned_loss=0.07372, over 2476836.00 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06589, over 23835.44 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3209, pruned_loss=0.07649, over 2423052.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06628, over 7770.75 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3108, pruned_loss=0.074, over 2477521.75 frames. utt_duration=387.8 frames, utt_pad_proportion=0.0662, over 25641.73 utterances.], batch size: 75, lr: 7.05e-04
2022-08-22 04:08:04,896 INFO [train.py:927] (2/8) Epoch 4, batch 8100, giga_loss[loss=0.2766, simple_loss=0.3419, pruned_loss=0.1056, over 12433.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06732, over 211.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.31, pruned_loss=0.07238, over 2477770.65 frames. utt_duration=424.4 frames, utt_pad_proportion=0.06391, over 23424.44 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3207, pruned_loss=0.07639, over 2425039.34 frames. utt_duration=1245 frames, utt_pad_proportion=0.0657, over 7800.36 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3084, pruned_loss=0.07257, over 2478221.30 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06441, over 25345.04 utterances.], batch size: 211, lr: 7.05e-04
2022-08-22 04:10:07,451 INFO [train.py:927] (2/8) Epoch 4, batch 8150, giga_loss[loss=0.2426, simple_loss=0.3397, pruned_loss=0.07273, over 12419.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03053, over 122.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3126, pruned_loss=0.07246, over 2478193.38 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06244, over 23878.55 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3205, pruned_loss=0.07634, over 2425460.47 frames. utt_duration=1246 frames, utt_pad_proportion=0.0653, over 7797.41 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3114, pruned_loss=0.07261, over 2478628.85 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06303, over 25534.17 utterances.], batch size: 122, lr: 7.05e-04
2022-08-22 04:12:08,403 INFO [train.py:927] (2/8) Epoch 4, batch 8200, giga_loss[loss=0.206, simple_loss=0.3095, pruned_loss=0.05121, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02663, over 66.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3128, pruned_loss=0.07138, over 2477716.89 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06404, over 24417.15 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3204, pruned_loss=0.07648, over 2426290.13 frames. utt_duration=1250 frames, utt_pad_proportion=0.06436, over 7772.52 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3118, pruned_loss=0.0713, over 2478497.35 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06465, over 26126.53 utterances.], batch size: 66, lr: 7.05e-04
2022-08-22 04:14:13,291 INFO [train.py:927] (2/8) Epoch 4, batch 8250, giga_loss[loss=0.2269, simple_loss=0.3062, pruned_loss=0.07377, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03577, over 113.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3133, pruned_loss=0.07182, over 2477848.85 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06257, over 23884.64 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3204, pruned_loss=0.07641, over 2426837.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.06363, over 7773.97 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3124, pruned_loss=0.07174, over 2478670.78 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06334, over 25452.73 utterances.], batch size: 113, lr: 7.04e-04
2022-08-22 04:16:37,607 INFO [train.py:927] (2/8) Epoch 4, batch 8300, giga_loss[loss=0.2342, simple_loss=0.317, pruned_loss=0.07571, over 12389.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3141, pruned_loss=0.07309, over 2477446.51 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06253, over 23839.48 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3205, pruned_loss=0.07642, over 2427863.27 frames. utt_duration=1241 frames, utt_pad_proportion=0.0667, over 7835.30 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3131, pruned_loss=0.07289, over 2478796.95 frames. utt_duration=389 frames, utt_pad_proportion=0.06222, over 25570.51 utterances.], batch size: 133, lr: 7.04e-04
2022-08-22 04:18:48,415 INFO [train.py:927] (2/8) Epoch 4, batch 8350, giga_loss[loss=0.1955, simple_loss=0.2848, pruned_loss=0.05313, over 12377.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02749, over 85.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3096, pruned_loss=0.0707, over 2477112.06 frames. utt_duration=428.2 frames, utt_pad_proportion=0.06039, over 23203.37 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3204, pruned_loss=0.07645, over 2428096.28 frames. utt_duration=1243 frames, utt_pad_proportion=0.06622, over 7822.00 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3088, pruned_loss=0.07048, over 2478399.78 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06038, over 24712.26 utterances.], batch size: 85, lr: 7.04e-04
2022-08-22 04:20:48,861 INFO [train.py:927] (2/8) Epoch 4, batch 8400, giga_loss[loss=0.2231, simple_loss=0.3066, pruned_loss=0.06984, over 12439.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04623, over 161.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3084, pruned_loss=0.07036, over 2477065.58 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06234, over 22809.10 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3203, pruned_loss=0.07642, over 2429778.76 frames. utt_duration=1234 frames, utt_pad_proportion=0.06847, over 7884.98 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3074, pruned_loss=0.06993, over 2478749.60 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06138, over 24637.76 utterances.], batch size: 161, lr: 7.04e-04
2022-08-22 04:22:49,842 INFO [train.py:927] (2/8) Epoch 4, batch 8450, giga_loss[loss=0.2196, simple_loss=0.2878, pruned_loss=0.07568, over 12348.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03015, over 91.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3091, pruned_loss=0.07091, over 2476494.73 frames. utt_duration=449.1 frames, utt_pad_proportion=0.06081, over 22117.45 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3203, pruned_loss=0.07657, over 2431183.76 frames. utt_duration=1232 frames, utt_pad_proportion=0.06814, over 7904.03 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3079, pruned_loss=0.07027, over 2478048.78 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06016, over 24032.74 utterances.], batch size: 91, lr: 7.04e-04
2022-08-22 04:24:48,876 INFO [train.py:927] (2/8) Epoch 4, batch 8500, giga_loss[loss=0.2196, simple_loss=0.3009, pruned_loss=0.06919, over 12455.00 frames. utt_duration=542.8 frames, utt_pad_proportion=0.03241, over 92.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3079, pruned_loss=0.07092, over 2476528.02 frames. utt_duration=450.1 frames, utt_pad_proportion=0.0606, over 22064.36 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3196, pruned_loss=0.07619, over 2431696.01 frames. utt_duration=1238 frames, utt_pad_proportion=0.06723, over 7866.20 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3074, pruned_loss=0.07067, over 2478122.97 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06036, over 23892.49 utterances.], batch size: 92, lr: 7.03e-04
2022-08-22 04:27:00,202 INFO [train.py:927] (2/8) Epoch 4, batch 8550, giga_loss[loss=0.2488, simple_loss=0.3326, pruned_loss=0.08252, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3096, pruned_loss=0.0711, over 2476479.85 frames. utt_duration=455 frames, utt_pad_proportion=0.05739, over 21827.82 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3198, pruned_loss=0.07615, over 2432695.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.06597, over 7840.84 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3087, pruned_loss=0.07083, over 2477857.42 frames. utt_duration=420.7 frames, utt_pad_proportion=0.05774, over 23625.45 utterances.], batch size: 182, lr: 7.03e-04
2022-08-22 04:29:20,008 INFO [train.py:927] (2/8) Epoch 4, batch 8600, giga_loss[loss=0.1913, simple_loss=0.2744, pruned_loss=0.05408, over 12306.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.03111, over 70.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3078, pruned_loss=0.071, over 2476167.55 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06138, over 22717.66 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.319, pruned_loss=0.07598, over 2432952.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.0648, over 7803.17 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3075, pruned_loss=0.07082, over 2477980.31 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06168, over 24495.40 utterances.], batch size: 70, lr: 7.03e-04
2022-08-22 04:31:24,486 INFO [train.py:927] (2/8) Epoch 4, batch 8650, giga_loss[loss=0.2187, simple_loss=0.2862, pruned_loss=0.0756, over 12361.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1829, over 359.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07025, over 2476806.95 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06192, over 23007.78 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3193, pruned_loss=0.07626, over 2434363.64 frames. utt_duration=1247 frames, utt_pad_proportion=0.06402, over 7820.27 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06972, over 2478156.47 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06227, over 24822.00 utterances.], batch size: 359, lr: 7.03e-04
2022-08-22 04:33:11,471 INFO [train.py:927] (2/8) Epoch 4, batch 8700, giga_loss[loss=0.2103, simple_loss=0.2941, pruned_loss=0.06327, over 12310.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02627, over 45.00 utterances.], tot_loss[loss=0.225, simple_loss=0.306, pruned_loss=0.07196, over 2476487.23 frames. utt_duration=438.7 frames, utt_pad_proportion=0.06146, over 22643.65 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3199, pruned_loss=0.07688, over 2435285.81 frames. utt_duration=1229 frames, utt_pad_proportion=0.07022, over 7933.56 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3043, pruned_loss=0.07077, over 2478493.12 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06, over 24644.51 utterances.], batch size: 45, lr: 7.03e-04
2022-08-22 04:35:10,457 INFO [train.py:927] (2/8) Epoch 4, batch 8750, libri_loss[loss=0.2299, simple_loss=0.3123, pruned_loss=0.0738, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01399, over 40.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07025, over 2477023.87 frames. utt_duration=441 frames, utt_pad_proportion=0.05873, over 22530.60 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3199, pruned_loss=0.07662, over 2436751.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.06908, over 7949.70 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3027, pruned_loss=0.06929, over 2478773.77 frames. utt_duration=402.9 frames, utt_pad_proportion=0.05798, over 24682.17 utterances.], batch size: 40, lr: 7.02e-04
2022-08-22 04:37:21,431 INFO [train.py:927] (2/8) Epoch 4, batch 8800, giga_loss[loss=0.2341, simple_loss=0.3068, pruned_loss=0.08068, over 12379.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09901, over 256.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3025, pruned_loss=0.06966, over 2476901.32 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06321, over 22974.46 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3193, pruned_loss=0.07633, over 2437478.90 frames. utt_duration=1232 frames, utt_pad_proportion=0.06809, over 7923.35 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3011, pruned_loss=0.06899, over 2478538.78 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06248, over 25040.12 utterances.], batch size: 256, lr: 7.02e-04
2022-08-22 04:39:29,427 INFO [train.py:927] (2/8) Epoch 4, batch 8850, giga_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06262, over 12396.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3024, pruned_loss=0.06942, over 2477173.54 frames. utt_duration=439.7 frames, utt_pad_proportion=0.06321, over 22598.71 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3191, pruned_loss=0.07634, over 2438045.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.06646, over 7898.92 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.301, pruned_loss=0.06869, over 2479060.25 frames. utt_duration=403 frames, utt_pad_proportion=0.06307, over 24680.23 utterances.], batch size: 113, lr: 7.02e-04
2022-08-22 04:41:24,206 INFO [train.py:927] (2/8) Epoch 4, batch 8900, giga_loss[loss=0.2028, simple_loss=0.2944, pruned_loss=0.05558, over 12382.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02868, over 85.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.303, pruned_loss=0.07036, over 2477727.92 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06178, over 23017.12 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3189, pruned_loss=0.07644, over 2438652.06 frames. utt_duration=1239 frames, utt_pad_proportion=0.06572, over 7882.48 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3018, pruned_loss=0.06961, over 2479205.99 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06197, over 24874.18 utterances.], batch size: 85, lr: 7.02e-04
2022-08-22 04:43:20,296 INFO [train.py:927] (2/8) Epoch 4, batch 8950, giga_loss[loss=0.2362, simple_loss=0.3169, pruned_loss=0.07772, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04079, over 114.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.305, pruned_loss=0.0701, over 2478111.54 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06459, over 23485.05 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3193, pruned_loss=0.07648, over 2439812.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.06399, over 7848.24 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3032, pruned_loss=0.06925, over 2479466.42 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06499, over 25486.31 utterances.], batch size: 114, lr: 7.02e-04
2022-08-22 04:45:20,907 INFO [train.py:927] (2/8) Epoch 4, batch 9000, giga_loss[loss=0.2342, simple_loss=0.3158, pruned_loss=0.07632, over 12402.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05938, over 182.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3063, pruned_loss=0.07035, over 2477908.88 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06515, over 23862.86 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3193, pruned_loss=0.07646, over 2439963.42 frames. utt_duration=1247 frames, utt_pad_proportion=0.06327, over 7835.53 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3048, pruned_loss=0.06962, over 2479359.99 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06563, over 25666.33 utterances.], batch size: 182, lr: 7.01e-04
2022-08-22 04:45:20,908 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 04:45:34,199 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.198, simple_loss=0.3089, pruned_loss=0.04359, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 04:47:33,194 INFO [train.py:927] (2/8) Epoch 4, batch 9050, giga_loss[loss=0.184, simple_loss=0.279, pruned_loss=0.04455, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03745, over 113.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3059, pruned_loss=0.07031, over 2477695.22 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06466, over 24215.33 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3193, pruned_loss=0.07644, over 2440352.17 frames. utt_duration=1250 frames, utt_pad_proportion=0.06253, over 7820.06 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3045, pruned_loss=0.06968, over 2479001.60 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06528, over 25882.12 utterances.], batch size: 113, lr: 7.01e-04
2022-08-22 04:49:29,301 INFO [train.py:927] (2/8) Epoch 4, batch 9100, giga_loss[loss=0.1623, simple_loss=0.2372, pruned_loss=0.04367, over 12116.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03762, over 30.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06941, over 2477255.26 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06402, over 23788.34 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3193, pruned_loss=0.0763, over 2441464.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.06171, over 7838.37 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3022, pruned_loss=0.0688, over 2478637.43 frames. utt_duration=386.8 frames, utt_pad_proportion=0.0648, over 25708.83 utterances.], batch size: 30, lr: 7.01e-04
2022-08-22 04:51:33,764 INFO [train.py:927] (2/8) Epoch 4, batch 9150, giga_loss[loss=0.2357, simple_loss=0.3247, pruned_loss=0.07335, over 12371.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04691, over 146.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3043, pruned_loss=0.07007, over 2476975.33 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06877, over 24227.70 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.319, pruned_loss=0.07612, over 2442432.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.06098, over 7845.43 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3027, pruned_loss=0.06951, over 2478329.51 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06929, over 26279.74 utterances.], batch size: 146, lr: 7.01e-04
2022-08-22 04:53:34,820 INFO [train.py:927] (2/8) Epoch 4, batch 9200, giga_loss[loss=0.2311, simple_loss=0.3134, pruned_loss=0.0744, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.0452, over 146.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3052, pruned_loss=0.07054, over 2477090.87 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06732, over 24698.65 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3185, pruned_loss=0.07585, over 2442556.92 frames. utt_duration=1251 frames, utt_pad_proportion=0.06036, over 7820.89 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3043, pruned_loss=0.07026, over 2478501.50 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06802, over 26569.21 utterances.], batch size: 146, lr: 7.01e-04
2022-08-22 04:55:30,134 INFO [train.py:927] (2/8) Epoch 4, batch 9250, giga_loss[loss=0.2429, simple_loss=0.3254, pruned_loss=0.08014, over 12367.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3094, pruned_loss=0.07243, over 2476984.74 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06875, over 25240.61 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3189, pruned_loss=0.07571, over 2442882.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.05927, over 7785.75 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3081, pruned_loss=0.07226, over 2478611.51 frames. utt_duration=366.1 frames, utt_pad_proportion=0.06955, over 27173.87 utterances.], batch size: 91, lr: 7.00e-04
2022-08-22 04:57:49,291 INFO [train.py:927] (2/8) Epoch 4, batch 9300, giga_loss[loss=0.2098, simple_loss=0.2892, pruned_loss=0.06521, over 12352.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.04453, over 40.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3099, pruned_loss=0.07236, over 2477403.29 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06584, over 24400.79 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3188, pruned_loss=0.07578, over 2443494.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.06216, over 7845.73 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3087, pruned_loss=0.0721, over 2478919.22 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06607, over 26279.46 utterances.], batch size: 40, lr: 7.00e-04
2022-08-22 04:59:48,150 INFO [train.py:927] (2/8) Epoch 4, batch 9350, giga_loss[loss=0.21, simple_loss=0.2754, pruned_loss=0.07226, over 12365.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.173, over 355.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3086, pruned_loss=0.07272, over 2477613.91 frames. utt_duration=385.6 frames, utt_pad_proportion=0.07245, over 25780.37 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.319, pruned_loss=0.07593, over 2443818.77 frames. utt_duration=1249 frames, utt_pad_proportion=0.06166, over 7837.29 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3074, pruned_loss=0.07235, over 2478804.74 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07239, over 27415.44 utterances.], batch size: 355, lr: 7.00e-04
2022-08-22 05:01:52,674 INFO [train.py:927] (2/8) Epoch 4, batch 9400, giga_loss[loss=0.2342, simple_loss=0.309, pruned_loss=0.07971, over 12431.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04665, over 161.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3079, pruned_loss=0.07282, over 2477523.60 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06777, over 25207.61 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3194, pruned_loss=0.07608, over 2444111.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06161, over 7843.37 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3064, pruned_loss=0.07235, over 2478836.63 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06804, over 26827.35 utterances.], batch size: 161, lr: 7.00e-04
2022-08-22 05:03:45,000 INFO [train.py:927] (2/8) Epoch 4, batch 9450, giga_loss[loss=0.2082, simple_loss=0.2943, pruned_loss=0.06106, over 12349.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03201, over 104.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.307, pruned_loss=0.0718, over 2477722.94 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06572, over 24779.90 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3189, pruned_loss=0.0756, over 2445082.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.06018, over 7829.97 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3058, pruned_loss=0.07174, over 2478937.23 frames. utt_duration=373.7 frames, utt_pad_proportion=0.06649, over 26622.69 utterances.], batch size: 104, lr: 7.00e-04
2022-08-22 05:05:43,357 INFO [train.py:927] (2/8) Epoch 4, batch 9500, giga_loss[loss=0.2526, simple_loss=0.3264, pruned_loss=0.08942, over 12376.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09871, over 256.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3071, pruned_loss=0.07017, over 2477543.43 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06277, over 23931.54 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3187, pruned_loss=0.07551, over 2445648.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.05902, over 7810.44 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3061, pruned_loss=0.0701, over 2478736.19 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06393, over 25797.87 utterances.], batch size: 256, lr: 6.99e-04
2022-08-22 05:07:52,737 INFO [train.py:927] (2/8) Epoch 4, batch 9550, giga_loss[loss=0.2159, simple_loss=0.3061, pruned_loss=0.06288, over 12427.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3069, pruned_loss=0.06975, over 2477630.57 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06595, over 24409.21 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3184, pruned_loss=0.07536, over 2445685.47 frames. utt_duration=1256 frames, utt_pad_proportion=0.05885, over 7799.39 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3063, pruned_loss=0.06979, over 2478667.72 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06672, over 25949.21 utterances.], batch size: 105, lr: 6.99e-04
2022-08-22 05:09:54,192 INFO [train.py:927] (2/8) Epoch 4, batch 9600, giga_loss[loss=0.1921, simple_loss=0.2845, pruned_loss=0.04987, over 12323.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.03212, over 70.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3069, pruned_loss=0.06914, over 2477497.58 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06602, over 24127.74 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3186, pruned_loss=0.07544, over 2446530.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.06192, over 7858.87 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3058, pruned_loss=0.0689, over 2478581.97 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06586, over 25847.25 utterances.], batch size: 70, lr: 6.99e-04
2022-08-22 05:12:08,632 INFO [train.py:927] (2/8) Epoch 4, batch 9650, giga_loss[loss=0.2014, simple_loss=0.3001, pruned_loss=0.05135, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02641, over 66.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3076, pruned_loss=0.06918, over 2477990.13 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06572, over 24972.63 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3188, pruned_loss=0.0755, over 2446761.68 frames. utt_duration=1232 frames, utt_pad_proportion=0.06635, over 7952.79 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3065, pruned_loss=0.06885, over 2479027.15 frames. utt_duration=376 frames, utt_pad_proportion=0.06438, over 26452.97 utterances.], batch size: 66, lr: 6.99e-04
2022-08-22 05:14:21,721 INFO [train.py:927] (2/8) Epoch 4, batch 9700, giga_loss[loss=0.1949, simple_loss=0.2843, pruned_loss=0.05278, over 12478.00 frames. utt_duration=704.2 frames, utt_pad_proportion=0.03135, over 71.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3111, pruned_loss=0.07042, over 2478094.38 frames. utt_duration=407 frames, utt_pad_proportion=0.06411, over 24424.89 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3192, pruned_loss=0.07537, over 2447468.55 frames. utt_duration=1231 frames, utt_pad_proportion=0.06587, over 7962.90 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3097, pruned_loss=0.07015, over 2478992.82 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06324, over 25985.13 utterances.], batch size: 71, lr: 6.99e-04
2022-08-22 05:16:36,643 INFO [train.py:927] (2/8) Epoch 4, batch 9750, giga_loss[loss=0.1838, simple_loss=0.2735, pruned_loss=0.04707, over 12331.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.03192, over 70.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3096, pruned_loss=0.06932, over 2477403.23 frames. utt_duration=436.3 frames, utt_pad_proportion=0.06141, over 22771.60 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3203, pruned_loss=0.07538, over 2448288.50 frames. utt_duration=1221 frames, utt_pad_proportion=0.06856, over 8029.66 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3071, pruned_loss=0.06889, over 2478468.26 frames. utt_duration=405.3 frames, utt_pad_proportion=0.05997, over 24531.98 utterances.], batch size: 70, lr: 6.98e-04
2022-08-22 05:18:38,790 INFO [train.py:927] (2/8) Epoch 4, batch 9800, giga_loss[loss=0.235, simple_loss=0.3161, pruned_loss=0.07695, over 12380.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03575, over 113.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3072, pruned_loss=0.06743, over 2477664.08 frames. utt_duration=427 frames, utt_pad_proportion=0.06392, over 23272.24 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3202, pruned_loss=0.0753, over 2448412.06 frames. utt_duration=1221 frames, utt_pad_proportion=0.06832, over 8032.51 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3053, pruned_loss=0.06713, over 2478516.33 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06271, over 24710.18 utterances.], batch size: 113, lr: 6.98e-04
2022-08-22 05:20:32,673 INFO [train.py:927] (2/8) Epoch 4, batch 9850, giga_loss[loss=0.2357, simple_loss=0.3222, pruned_loss=0.07459, over 12384.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09782, over 256.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3094, pruned_loss=0.06882, over 2478341.86 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06344, over 23433.25 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3206, pruned_loss=0.07557, over 2449176.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.06687, over 8032.38 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3073, pruned_loss=0.06815, over 2479146.34 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06287, over 25012.08 utterances.], batch size: 256, lr: 6.98e-04
2022-08-22 05:22:22,098 INFO [train.py:927] (2/8) Epoch 4, batch 9900, giga_loss[loss=0.2064, simple_loss=0.2855, pruned_loss=0.06364, over 12408.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05375, over 162.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3079, pruned_loss=0.06872, over 2478731.85 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06853, over 24424.22 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3204, pruned_loss=0.0757, over 2449829.09 frames. utt_duration=1211 frames, utt_pad_proportion=0.07071, over 8103.60 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.306, pruned_loss=0.0679, over 2479442.93 frames. utt_duration=383 frames, utt_pad_proportion=0.06662, over 25974.93 utterances.], batch size: 162, lr: 6.98e-04
2022-08-22 05:24:12,740 INFO [train.py:927] (2/8) Epoch 4, batch 9950, giga_loss[loss=0.25, simple_loss=0.3113, pruned_loss=0.09434, over 12383.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1722, over 355.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.307, pruned_loss=0.06897, over 2478362.42 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06892, over 24601.37 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3204, pruned_loss=0.07583, over 2449872.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.06969, over 8071.72 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3053, pruned_loss=0.06808, over 2479421.71 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06768, over 26163.77 utterances.], batch size: 355, lr: 6.98e-04
2022-08-22 05:25:57,354 INFO [train.py:927] (2/8) Epoch 4, batch 10000, giga_loss[loss=0.2548, simple_loss=0.3336, pruned_loss=0.08801, over 12408.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04006, over 105.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3151, pruned_loss=0.07384, over 2477636.58 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06655, over 23102.92 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3205, pruned_loss=0.07573, over 2450276.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06863, over 8053.39 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3135, pruned_loss=0.07313, over 2478609.79 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06594, over 24636.00 utterances.], batch size: 105, lr: 6.97e-04
2022-08-22 05:27:42,233 INFO [train.py:927] (2/8) Epoch 4, batch 10050, giga_loss[loss=0.2173, simple_loss=0.2901, pruned_loss=0.0723, over 12184.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03924, over 33.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3167, pruned_loss=0.07484, over 2476404.27 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06191, over 21072.89 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3212, pruned_loss=0.07543, over 2450659.25 frames. utt_duration=1223 frames, utt_pad_proportion=0.06737, over 8026.80 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3148, pruned_loss=0.07453, over 2477572.28 frames. utt_duration=437.6 frames, utt_pad_proportion=0.06204, over 22712.18 utterances.], batch size: 33, lr: 6.97e-04
2022-08-22 05:29:24,728 INFO [train.py:927] (2/8) Epoch 4, batch 10100, giga_loss[loss=0.1901, simple_loss=0.267, pruned_loss=0.05666, over 12111.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.039, over 30.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3104, pruned_loss=0.07353, over 2475533.82 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06341, over 20403.48 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3207, pruned_loss=0.07504, over 2450828.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.0661, over 7995.18 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3091, pruned_loss=0.07363, over 2477028.78 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06382, over 22102.50 utterances.], batch size: 30, lr: 6.97e-04
2022-08-22 05:31:05,832 INFO [train.py:927] (2/8) Epoch 4, batch 10150, giga_loss[loss=0.1588, simple_loss=0.2385, pruned_loss=0.03952, over 12144.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04499, over 28.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3019, pruned_loss=0.07089, over 2474366.90 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06388, over 20274.01 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3208, pruned_loss=0.07532, over 2451081.26 frames. utt_duration=1228 frames, utt_pad_proportion=0.06557, over 7991.23 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3006, pruned_loss=0.07069, over 2475529.91 frames. utt_duration=457.1 frames, utt_pad_proportion=0.06435, over 21725.66 utterances.], batch size: 28, lr: 6.97e-04
2022-08-22 05:32:47,132 INFO [train.py:927] (2/8) Epoch 4, batch 10200, giga_loss[loss=0.1606, simple_loss=0.2366, pruned_loss=0.04226, over 12227.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03528, over 28.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2951, pruned_loss=0.06873, over 2473888.65 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06587, over 20137.41 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3208, pruned_loss=0.07534, over 2451669.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.0648, over 7982.44 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2938, pruned_loss=0.06846, over 2474578.18 frames. utt_duration=462.4 frames, utt_pad_proportion=0.06641, over 21471.30 utterances.], batch size: 28, lr: 6.97e-04
2022-08-22 05:34:28,954 INFO [train.py:927] (2/8) Epoch 4, batch 10250, giga_loss[loss=0.175, simple_loss=0.2484, pruned_loss=0.0508, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03504, over 37.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2899, pruned_loss=0.06648, over 2474331.27 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06149, over 18952.10 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3202, pruned_loss=0.07512, over 2452363.92 frames. utt_duration=1231 frames, utt_pad_proportion=0.06409, over 7976.45 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2887, pruned_loss=0.06626, over 2474858.12 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06246, over 20332.61 utterances.], batch size: 37, lr: 6.96e-04
2022-08-22 05:36:06,927 INFO [train.py:927] (2/8) Epoch 4, batch 10300, giga_loss[loss=0.1881, simple_loss=0.2642, pruned_loss=0.05603, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04049, over 133.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2861, pruned_loss=0.06509, over 2473955.99 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06205, over 18743.61 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3196, pruned_loss=0.07494, over 2452981.24 frames. utt_duration=1238 frames, utt_pad_proportion=0.06227, over 7937.95 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2844, pruned_loss=0.06472, over 2474615.41 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06346, over 20309.24 utterances.], batch size: 133, lr: 6.96e-04
2022-08-22 05:37:45,737 INFO [train.py:927] (2/8) Epoch 4, batch 10350, giga_loss[loss=0.1734, simple_loss=0.2551, pruned_loss=0.04591, over 12461.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03359, over 86.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2817, pruned_loss=0.06302, over 2474127.48 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05773, over 17722.77 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3195, pruned_loss=0.07493, over 2453181.88 frames. utt_duration=1238 frames, utt_pad_proportion=0.06177, over 7935.88 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2796, pruned_loss=0.06249, over 2474938.40 frames. utt_duration=517 frames, utt_pad_proportion=0.05937, over 19202.79 utterances.], batch size: 86, lr: 6.96e-04
2022-08-22 05:39:27,293 INFO [train.py:927] (2/8) Epoch 4, batch 10400, giga_loss[loss=0.1635, simple_loss=0.2417, pruned_loss=0.04261, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02353, over 42.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2786, pruned_loss=0.06181, over 2474263.82 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05431, over 17235.71 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3196, pruned_loss=0.07494, over 2453595.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06039, over 7905.21 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2758, pruned_loss=0.06101, over 2475111.68 frames. utt_duration=530.5 frames, utt_pad_proportion=0.05637, over 18713.84 utterances.], batch size: 42, lr: 6.96e-04
2022-08-22 05:41:08,914 INFO [train.py:927] (2/8) Epoch 4, batch 10450, giga_loss[loss=0.2636, simple_loss=0.3479, pruned_loss=0.08965, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04227, over 31.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2802, pruned_loss=0.06304, over 2473549.35 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05811, over 17684.53 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3196, pruned_loss=0.07496, over 2453771.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.06016, over 7905.68 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2778, pruned_loss=0.06234, over 2474154.67 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05953, over 18877.79 utterances.], batch size: 31, lr: 6.96e-04
2022-08-22 05:42:51,681 INFO [train.py:927] (2/8) Epoch 4, batch 10500, giga_loss[loss=0.2447, simple_loss=0.3322, pruned_loss=0.0786, over 12408.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04374, over 146.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.293, pruned_loss=0.07025, over 2473634.58 frames. utt_duration=554 frames, utt_pad_proportion=0.0608, over 17908.39 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3192, pruned_loss=0.07482, over 2454316.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.05916, over 7867.52 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2906, pruned_loss=0.06961, over 2474053.36 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06216, over 19115.39 utterances.], batch size: 146, lr: 6.96e-04
2022-08-22 05:44:34,684 INFO [train.py:927] (2/8) Epoch 4, batch 10550, giga_loss[loss=0.2422, simple_loss=0.3224, pruned_loss=0.08103, over 12337.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03079, over 91.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.2999, pruned_loss=0.07274, over 2472673.15 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05729, over 17254.21 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3186, pruned_loss=0.07441, over 2454453.72 frames. utt_duration=1256 frames, utt_pad_proportion=0.05792, over 7829.14 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.2979, pruned_loss=0.07249, over 2473377.25 frames. utt_duration=535.8 frames, utt_pad_proportion=0.0591, over 18515.04 utterances.], batch size: 91, lr: 6.95e-04
2022-08-22 05:46:17,305 INFO [train.py:927] (2/8) Epoch 4, batch 10600, giga_loss[loss=0.2144, simple_loss=0.2988, pruned_loss=0.06499, over 12330.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03147, over 70.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3026, pruned_loss=0.0729, over 2472625.93 frames. utt_duration=561.4 frames, utt_pad_proportion=0.0578, over 17663.07 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3179, pruned_loss=0.0742, over 2454466.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05678, over 7784.73 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.07285, over 2473661.72 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0596, over 18970.44 utterances.], batch size: 70, lr: 6.95e-04
2022-08-22 05:47:56,940 INFO [train.py:927] (2/8) Epoch 4, batch 10650, giga_loss[loss=0.2699, simple_loss=0.3334, pruned_loss=0.1032, over 12109.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0434, over 33.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3062, pruned_loss=0.07513, over 2472106.26 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05599, over 17129.14 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3178, pruned_loss=0.07429, over 2454975.96 frames. utt_duration=1261 frames, utt_pad_proportion=0.05659, over 7793.85 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3049, pruned_loss=0.07502, over 2472794.08 frames. utt_duration=541 frames, utt_pad_proportion=0.05767, over 18332.76 utterances.], batch size: 33, lr: 6.95e-04
2022-08-22 05:49:38,095 INFO [train.py:927] (2/8) Epoch 4, batch 10700, giga_loss[loss=0.2771, simple_loss=0.3448, pruned_loss=0.1047, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03984, over 37.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3115, pruned_loss=0.0777, over 2472256.16 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05634, over 16994.79 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.318, pruned_loss=0.07443, over 2455289.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05551, over 7788.12 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3101, pruned_loss=0.07752, over 2472894.20 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05803, over 18151.40 utterances.], batch size: 37, lr: 6.95e-04
2022-08-22 05:51:18,600 INFO [train.py:927] (2/8) Epoch 4, batch 10750, libri_loss[loss=0.2352, simple_loss=0.323, pruned_loss=0.07371, over 12266.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008019, over 37.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3157, pruned_loss=0.07968, over 2472159.37 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05535, over 17079.01 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3176, pruned_loss=0.07429, over 2455643.77 frames. utt_duration=1265 frames, utt_pad_proportion=0.05441, over 7772.91 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3147, pruned_loss=0.07985, over 2473040.12 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05722, over 18419.90 utterances.], batch size: 37, lr: 6.95e-04
2022-08-22 05:52:58,492 INFO [train.py:927] (2/8) Epoch 4, batch 10800, giga_loss[loss=0.2439, simple_loss=0.3172, pruned_loss=0.08531, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03165, over 39.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3184, pruned_loss=0.0803, over 2471101.47 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05321, over 16918.40 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3174, pruned_loss=0.0741, over 2455513.17 frames. utt_duration=1269 frames, utt_pad_proportion=0.0539, over 7751.46 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3179, pruned_loss=0.08068, over 2472119.64 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05505, over 18117.62 utterances.], batch size: 39, lr: 6.94e-04
2022-08-22 05:54:40,112 INFO [train.py:927] (2/8) Epoch 4, batch 10850, giga_loss[loss=0.267, simple_loss=0.3327, pruned_loss=0.1006, over 12421.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3179, pruned_loss=0.07901, over 2472041.76 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05316, over 16645.61 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3166, pruned_loss=0.07386, over 2455606.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.0531, over 7711.13 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3182, pruned_loss=0.07968, over 2473314.32 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05499, over 17941.72 utterances.], batch size: 183, lr: 6.94e-04
2022-08-22 05:56:22,573 INFO [train.py:927] (2/8) Epoch 4, batch 10900, giga_loss[loss=0.2592, simple_loss=0.3302, pruned_loss=0.09409, over 12333.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03496, over 51.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3211, pruned_loss=0.08304, over 2472870.90 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05926, over 17479.49 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3169, pruned_loss=0.07415, over 2455773.79 frames. utt_duration=1277 frames, utt_pad_proportion=0.05245, over 7703.51 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3211, pruned_loss=0.08338, over 2473948.36 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0605, over 18626.89 utterances.], batch size: 51, lr: 6.94e-04
2022-08-22 05:58:02,964 INFO [train.py:927] (2/8) Epoch 4, batch 10950, libri_loss[loss=0.1918, simple_loss=0.2719, pruned_loss=0.05587, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01078, over 28.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3216, pruned_loss=0.08431, over 2473035.64 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05646, over 16674.71 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3167, pruned_loss=0.07414, over 2456963.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.05155, over 7696.31 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3219, pruned_loss=0.08499, over 2473527.30 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0581, over 18000.52 utterances.], batch size: 28, lr: 6.94e-04
2022-08-22 05:59:43,880 INFO [train.py:927] (2/8) Epoch 4, batch 11000, giga_loss[loss=0.2297, simple_loss=0.3163, pruned_loss=0.07153, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03016, over 45.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3202, pruned_loss=0.08399, over 2473081.19 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0567, over 17073.17 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3167, pruned_loss=0.0742, over 2457021.89 frames. utt_duration=1283 frames, utt_pad_proportion=0.04995, over 7671.94 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3206, pruned_loss=0.08485, over 2473977.68 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05863, over 18500.69 utterances.], batch size: 45, lr: 6.94e-04
2022-08-22 06:01:25,703 INFO [train.py:927] (2/8) Epoch 4, batch 11050, giga_loss[loss=0.2335, simple_loss=0.3052, pruned_loss=0.08088, over 12371.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1989, over 367.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3201, pruned_loss=0.08393, over 2473327.99 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06101, over 17931.17 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3167, pruned_loss=0.07428, over 2457232.36 frames. utt_duration=1279 frames, utt_pad_proportion=0.0501, over 7694.28 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3205, pruned_loss=0.08472, over 2474153.04 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06222, over 19225.95 utterances.], batch size: 367, lr: 6.93e-04
2022-08-22 06:03:07,112 INFO [train.py:927] (2/8) Epoch 4, batch 11100, giga_loss[loss=0.2167, simple_loss=0.2944, pruned_loss=0.06951, over 12411.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05685, over 182.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3169, pruned_loss=0.0813, over 2474097.48 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06074, over 18190.53 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3172, pruned_loss=0.07425, over 2457261.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.04968, over 7686.35 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3168, pruned_loss=0.08211, over 2475026.56 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06189, over 19410.92 utterances.], batch size: 182, lr: 6.93e-04
2022-08-22 06:04:48,379 INFO [train.py:927] (2/8) Epoch 4, batch 11150, libri_loss[loss=0.2471, simple_loss=0.3213, pruned_loss=0.08645, over 12400.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02361, over 43.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3113, pruned_loss=0.07855, over 2474057.02 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06733, over 18644.20 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3167, pruned_loss=0.07391, over 2458079.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.04846, over 7644.94 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3116, pruned_loss=0.07971, over 2474657.17 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06844, over 20053.94 utterances.], batch size: 43, lr: 6.93e-04
2022-08-22 06:06:32,016 INFO [train.py:927] (2/8) Epoch 4, batch 11200, giga_loss[loss=0.2168, simple_loss=0.2899, pruned_loss=0.07182, over 12454.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03655, over 37.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3099, pruned_loss=0.07837, over 2474215.30 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07086, over 19131.46 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3169, pruned_loss=0.07407, over 2458889.09 frames. utt_duration=1283 frames, utt_pad_proportion=0.04823, over 7672.08 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3098, pruned_loss=0.07928, over 2474476.71 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07185, over 20586.76 utterances.], batch size: 37, lr: 6.93e-04
2022-08-22 06:08:10,465 INFO [train.py:927] (2/8) Epoch 4, batch 11250, giga_loss[loss=0.229, simple_loss=0.3056, pruned_loss=0.07623, over 12400.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.02868, over 97.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3079, pruned_loss=0.07725, over 2473885.12 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06865, over 18685.52 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3165, pruned_loss=0.07394, over 2459081.52 frames. utt_duration=1287 frames, utt_pad_proportion=0.04751, over 7650.78 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.07817, over 2474211.51 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06999, over 20065.74 utterances.], batch size: 97, lr: 6.93e-04
2022-08-22 06:09:50,912 INFO [train.py:927] (2/8) Epoch 4, batch 11300, giga_loss[loss=0.2183, simple_loss=0.2898, pruned_loss=0.07338, over 12328.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03191, over 85.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3051, pruned_loss=0.07623, over 2474122.51 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06784, over 18541.13 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3164, pruned_loss=0.07377, over 2459296.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.04716, over 7648.89 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3051, pruned_loss=0.07716, over 2474453.25 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06923, over 19837.47 utterances.], batch size: 85, lr: 6.92e-04
2022-08-22 06:11:30,615 INFO [train.py:927] (2/8) Epoch 4, batch 11350, giga_loss[loss=0.225, simple_loss=0.2943, pruned_loss=0.0778, over 12355.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03218, over 97.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3028, pruned_loss=0.07503, over 2474443.24 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06817, over 18595.15 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3168, pruned_loss=0.07379, over 2459829.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.04692, over 7665.38 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3021, pruned_loss=0.07582, over 2474616.88 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06961, over 19920.96 utterances.], batch size: 97, lr: 6.92e-04
2022-08-22 06:13:11,149 INFO [train.py:927] (2/8) Epoch 4, batch 11400, giga_loss[loss=0.2, simple_loss=0.2771, pruned_loss=0.06147, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.2994, pruned_loss=0.07369, over 2473162.36 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06962, over 18023.75 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3173, pruned_loss=0.07424, over 2460040.14 frames. utt_duration=1274 frames, utt_pad_proportion=0.05094, over 7732.24 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.2979, pruned_loss=0.07393, over 2473490.32 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06948, over 19320.98 utterances.], batch size: 97, lr: 6.92e-04
2022-08-22 06:14:51,772 INFO [train.py:927] (2/8) Epoch 4, batch 11450, giga_loss[loss=0.2169, simple_loss=0.3035, pruned_loss=0.06519, over 12394.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02602, over 70.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.2972, pruned_loss=0.07326, over 2472598.57 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06698, over 17359.50 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3173, pruned_loss=0.07457, over 2460099.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05428, over 7773.10 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.2954, pruned_loss=0.07314, over 2473208.73 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06599, over 18677.23 utterances.], batch size: 70, lr: 6.92e-04
2022-08-22 06:16:34,944 INFO [train.py:927] (2/8) Epoch 4, batch 11500, libri_loss[loss=0.2381, simple_loss=0.3197, pruned_loss=0.07829, over 12310.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00703, over 36.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.2952, pruned_loss=0.07181, over 2472072.11 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06422, over 16540.69 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3173, pruned_loss=0.07456, over 2460456.45 frames. utt_duration=1274 frames, utt_pad_proportion=0.0529, over 7736.49 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2931, pruned_loss=0.07165, over 2472630.21 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06423, over 17922.90 utterances.], batch size: 36, lr: 6.92e-04
2022-08-22 06:18:24,554 INFO [train.py:927] (2/8) Epoch 4, batch 11550, giga_loss[loss=0.3176, simple_loss=0.3707, pruned_loss=0.1322, over 12352.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1094, over 259.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.2983, pruned_loss=0.07379, over 2472032.60 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06512, over 17044.93 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3173, pruned_loss=0.07451, over 2460296.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05232, over 7717.54 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.2963, pruned_loss=0.07368, over 2472772.28 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06535, over 18279.37 utterances.], batch size: 259, lr: 6.91e-04
2022-08-22 06:20:08,432 INFO [train.py:927] (2/8) Epoch 4, batch 11600, giga_loss[loss=0.2654, simple_loss=0.3364, pruned_loss=0.09717, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06052, over 182.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3052, pruned_loss=0.07804, over 2471671.93 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06684, over 17865.32 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3173, pruned_loss=0.07457, over 2460433.53 frames. utt_duration=1278 frames, utt_pad_proportion=0.05171, over 7711.84 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3034, pruned_loss=0.07791, over 2472291.33 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0672, over 18970.42 utterances.], batch size: 182, lr: 6.91e-04
2022-08-22 06:21:51,510 INFO [train.py:927] (2/8) Epoch 4, batch 11650, giga_loss[loss=0.274, simple_loss=0.3458, pruned_loss=0.1011, over 12443.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03538, over 123.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3111, pruned_loss=0.08093, over 2472345.93 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06617, over 18116.62 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3175, pruned_loss=0.07483, over 2460605.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.0517, over 7727.73 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3093, pruned_loss=0.08068, over 2472868.24 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06657, over 19156.06 utterances.], batch size: 123, lr: 6.91e-04
2022-08-22 06:23:33,887 INFO [train.py:927] (2/8) Epoch 4, batch 11700, giga_loss[loss=0.2675, simple_loss=0.3312, pruned_loss=0.1019, over 12172.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03555, over 39.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3171, pruned_loss=0.08323, over 2472559.42 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06356, over 17696.98 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3178, pruned_loss=0.07502, over 2460729.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.05126, over 7716.88 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3155, pruned_loss=0.08297, over 2473018.35 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06425, over 18668.10 utterances.], batch size: 39, lr: 6.91e-04
2022-08-22 06:25:14,926 INFO [train.py:927] (2/8) Epoch 4, batch 11750, giga_loss[loss=0.2436, simple_loss=0.317, pruned_loss=0.08512, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03408, over 31.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08101, over 2472245.06 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06291, over 17973.31 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3175, pruned_loss=0.07496, over 2460920.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.05021, over 7687.56 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3139, pruned_loss=0.08107, over 2472776.20 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06399, over 19062.39 utterances.], batch size: 31, lr: 6.91e-04
2022-08-22 06:26:55,318 INFO [train.py:927] (2/8) Epoch 4, batch 11800, libri_loss[loss=0.2492, simple_loss=0.3284, pruned_loss=0.08496, over 12399.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03509, over 46.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3145, pruned_loss=0.0797, over 2472998.81 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06448, over 17978.85 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3172, pruned_loss=0.07479, over 2461281.82 frames. utt_duration=1280 frames, utt_pad_proportion=0.0499, over 7702.54 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3138, pruned_loss=0.08006, over 2473458.85 frames. utt_duration=518 frames, utt_pad_proportion=0.06552, over 19155.77 utterances.], batch size: 46, lr: 6.90e-04
2022-08-22 06:28:37,684 INFO [train.py:927] (2/8) Epoch 4, batch 11850, giga_loss[loss=0.2535, simple_loss=0.3245, pruned_loss=0.09126, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03385, over 39.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3157, pruned_loss=0.08026, over 2472598.53 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06811, over 18089.71 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3171, pruned_loss=0.07479, over 2461410.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.049, over 7693.14 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3152, pruned_loss=0.08069, over 2473218.14 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06929, over 19371.53 utterances.], batch size: 39, lr: 6.90e-04
2022-08-22 06:30:21,134 INFO [train.py:927] (2/8) Epoch 4, batch 11900, giga_loss[loss=0.2838, simple_loss=0.3583, pruned_loss=0.1046, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03641, over 105.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3183, pruned_loss=0.08216, over 2473144.76 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06558, over 18060.39 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3168, pruned_loss=0.07467, over 2461582.58 frames. utt_duration=1286 frames, utt_pad_proportion=0.04813, over 7664.07 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3182, pruned_loss=0.08277, over 2473745.49 frames. utt_duration=513 frames, utt_pad_proportion=0.06712, over 19346.86 utterances.], batch size: 105, lr: 6.90e-04
2022-08-22 06:32:06,050 INFO [train.py:927] (2/8) Epoch 4, batch 11950, giga_loss[loss=0.2291, simple_loss=0.3139, pruned_loss=0.07212, over 12226.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03591, over 28.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3215, pruned_loss=0.08451, over 2473891.40 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06982, over 18299.71 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3182, pruned_loss=0.075, over 2461540.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05305, over 7728.27 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3201, pruned_loss=0.08481, over 2474564.15 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06902, over 19395.53 utterances.], batch size: 28, lr: 6.90e-04
2022-08-22 06:33:49,416 INFO [train.py:927] (2/8) Epoch 4, batch 12000, giga_loss[loss=0.2579, simple_loss=0.33, pruned_loss=0.09289, over 12442.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03513, over 43.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3222, pruned_loss=0.08428, over 2472614.83 frames. utt_duration=555.7 frames, utt_pad_proportion=0.07113, over 17847.33 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3182, pruned_loss=0.07502, over 2461591.27 frames. utt_duration=1264 frames, utt_pad_proportion=0.05705, over 7798.48 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3212, pruned_loss=0.08468, over 2473320.47 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06917, over 18840.22 utterances.], batch size: 43, lr: 6.90e-04
2022-08-22 06:33:49,417 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 06:34:03,591 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.198, simple_loss=0.3044, pruned_loss=0.04574, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 06:35:44,828 INFO [train.py:927] (2/8) Epoch 4, batch 12050, giga_loss[loss=0.2243, simple_loss=0.308, pruned_loss=0.07029, over 12444.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3231, pruned_loss=0.08453, over 2473074.69 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06507, over 17322.87 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3184, pruned_loss=0.07515, over 2461985.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.05655, over 7810.39 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3222, pruned_loss=0.08486, over 2473433.02 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06402, over 18227.54 utterances.], batch size: 75, lr: 6.90e-04
2022-08-22 06:37:24,357 INFO [train.py:927] (2/8) Epoch 4, batch 12100, giga_loss[loss=0.2767, simple_loss=0.341, pruned_loss=0.1062, over 12390.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07315, over 212.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3214, pruned_loss=0.08392, over 2472693.68 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06485, over 16902.97 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3184, pruned_loss=0.07527, over 2462112.22 frames. utt_duration=1264 frames, utt_pad_proportion=0.05594, over 7801.33 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3207, pruned_loss=0.08419, over 2473003.23 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06431, over 17751.93 utterances.], batch size: 212, lr: 6.89e-04
2022-08-22 06:39:05,875 INFO [train.py:927] (2/8) Epoch 4, batch 12150, giga_loss[loss=0.2442, simple_loss=0.3207, pruned_loss=0.08389, over 12442.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03624, over 86.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3216, pruned_loss=0.08425, over 2472773.22 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06712, over 16826.19 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3189, pruned_loss=0.07554, over 2462295.75 frames. utt_duration=1266 frames, utt_pad_proportion=0.05527, over 7790.38 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3207, pruned_loss=0.08433, over 2473006.26 frames. utt_duration=562.6 frames, utt_pad_proportion=0.0669, over 17630.55 utterances.], batch size: 86, lr: 6.89e-04
2022-08-22 06:40:44,218 INFO [train.py:927] (2/8) Epoch 4, batch 12200, giga_loss[loss=0.2384, simple_loss=0.3228, pruned_loss=0.07703, over 12440.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04041, over 26.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3219, pruned_loss=0.08448, over 2472249.05 frames. utt_duration=615.8 frames, utt_pad_proportion=0.06561, over 16097.33 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.319, pruned_loss=0.07575, over 2462503.13 frames. utt_duration=1270 frames, utt_pad_proportion=0.05438, over 7765.78 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3211, pruned_loss=0.08464, over 2472552.40 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06606, over 17048.83 utterances.], batch size: 26, lr: 6.89e-04
2022-08-22 06:42:25,555 INFO [train.py:927] (2/8) Epoch 4, batch 12250, giga_loss[loss=0.2269, simple_loss=0.306, pruned_loss=0.07392, over 12343.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03009, over 66.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3209, pruned_loss=0.08392, over 2472046.60 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06724, over 16526.89 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3184, pruned_loss=0.07569, over 2462768.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.05365, over 7736.66 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3209, pruned_loss=0.08426, over 2472212.30 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06787, over 17453.82 utterances.], batch size: 66, lr: 6.89e-04
2022-08-22 06:44:05,316 INFO [train.py:927] (2/8) Epoch 4, batch 12300, giga_loss[loss=0.2546, simple_loss=0.3145, pruned_loss=0.0974, over 12331.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02518, over 45.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3194, pruned_loss=0.08369, over 2471854.88 frames. utt_duration=616.1 frames, utt_pad_proportion=0.06209, over 16087.64 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3184, pruned_loss=0.07581, over 2462692.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05309, over 7717.69 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08395, over 2472180.89 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06312, over 16953.85 utterances.], batch size: 45, lr: 6.89e-04
2022-08-22 06:45:45,191 INFO [train.py:927] (2/8) Epoch 4, batch 12350, giga_loss[loss=0.2513, simple_loss=0.3293, pruned_loss=0.0867, over 12445.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03136, over 75.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08234, over 2473026.60 frames. utt_duration=606 frames, utt_pad_proportion=0.06066, over 16362.97 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3182, pruned_loss=0.07603, over 2463064.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05287, over 7717.04 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.08243, over 2473075.02 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06164, over 17164.12 utterances.], batch size: 75, lr: 6.88e-04
2022-08-22 06:47:26,124 INFO [train.py:927] (2/8) Epoch 4, batch 12400, giga_loss[loss=0.2396, simple_loss=0.3099, pruned_loss=0.08463, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03651, over 105.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3157, pruned_loss=0.08192, over 2473335.72 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06063, over 16565.26 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3183, pruned_loss=0.07615, over 2463330.56 frames. utt_duration=1280 frames, utt_pad_proportion=0.05224, over 7705.36 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3157, pruned_loss=0.08197, over 2473257.21 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06167, over 17320.84 utterances.], batch size: 105, lr: 6.88e-04
2022-08-22 06:49:06,717 INFO [train.py:927] (2/8) Epoch 4, batch 12450, giga_loss[loss=0.2287, simple_loss=0.3031, pruned_loss=0.07713, over 12372.00 frames. utt_duration=236 frames, utt_pad_proportion=0.06714, over 211.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3121, pruned_loss=0.08029, over 2473094.71 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05822, over 16590.58 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3181, pruned_loss=0.07583, over 2463267.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.05181, over 7676.89 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3123, pruned_loss=0.08067, over 2473208.45 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05933, over 17324.50 utterances.], batch size: 211, lr: 6.88e-04
2022-08-22 06:50:47,132 INFO [train.py:927] (2/8) Epoch 4, batch 12500, giga_loss[loss=0.1969, simple_loss=0.2885, pruned_loss=0.0527, over 12342.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3103, pruned_loss=0.07847, over 2472665.36 frames. utt_duration=614.1 frames, utt_pad_proportion=0.0567, over 16145.99 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3199, pruned_loss=0.07621, over 2463577.93 frames. utt_duration=1272 frames, utt_pad_proportion=0.05585, over 7753.96 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3086, pruned_loss=0.07849, over 2472602.05 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05609, over 16779.75 utterances.], batch size: 66, lr: 6.88e-04
2022-08-22 06:52:30,044 INFO [train.py:927] (2/8) Epoch 4, batch 12550, libri_loss[loss=0.2609, simple_loss=0.3452, pruned_loss=0.08829, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006244, over 36.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3117, pruned_loss=0.07799, over 2473602.44 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05232, over 15910.80 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3211, pruned_loss=0.07653, over 2463800.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.05476, over 7739.55 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.309, pruned_loss=0.07775, over 2473629.12 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05243, over 16652.24 utterances.], batch size: 36, lr: 6.88e-04
2022-08-22 06:54:09,381 INFO [train.py:927] (2/8) Epoch 4, batch 12600, giga_loss[loss=0.1973, simple_loss=0.279, pruned_loss=0.0578, over 12420.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03843, over 37.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.311, pruned_loss=0.07713, over 2473927.86 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05269, over 15971.85 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3211, pruned_loss=0.07681, over 2463797.78 frames. utt_duration=1279 frames, utt_pad_proportion=0.05369, over 7717.30 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3087, pruned_loss=0.07672, over 2474169.13 frames. utt_duration=592 frames, utt_pad_proportion=0.05316, over 16759.04 utterances.], batch size: 37, lr: 6.87e-04
2022-08-22 06:55:51,442 INFO [train.py:927] (2/8) Epoch 4, batch 12650, giga_loss[loss=0.2078, simple_loss=0.2812, pruned_loss=0.06725, over 12162.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04117, over 33.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.311, pruned_loss=0.07701, over 2474013.80 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05817, over 17167.70 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3208, pruned_loss=0.07705, over 2464087.91 frames. utt_duration=1282 frames, utt_pad_proportion=0.05253, over 7698.09 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.309, pruned_loss=0.07645, over 2474198.81 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05882, over 18072.57 utterances.], batch size: 33, lr: 6.87e-04
2022-08-22 06:57:30,414 INFO [train.py:927] (2/8) Epoch 4, batch 12700, giga_loss[loss=0.2115, simple_loss=0.2978, pruned_loss=0.06263, over 12332.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03373, over 85.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3112, pruned_loss=0.07767, over 2473881.49 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05827, over 17449.66 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3212, pruned_loss=0.07754, over 2464293.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05571, over 7772.26 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3091, pruned_loss=0.07677, over 2474085.72 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05757, over 18325.04 utterances.], batch size: 85, lr: 6.87e-04
2022-08-22 06:59:09,698 INFO [train.py:927] (2/8) Epoch 4, batch 12750, giga_loss[loss=0.2673, simple_loss=0.3341, pruned_loss=0.1003, over 12208.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.03061, over 36.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3125, pruned_loss=0.07894, over 2473524.58 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05541, over 17064.49 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3209, pruned_loss=0.07743, over 2464540.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.05491, over 7745.98 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3109, pruned_loss=0.07834, over 2473638.73 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05527, over 17952.95 utterances.], batch size: 36, lr: 6.87e-04
2022-08-22 07:00:48,308 INFO [train.py:927] (2/8) Epoch 4, batch 12800, libri_loss[loss=0.2813, simple_loss=0.3462, pruned_loss=0.1082, over 12386.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03883, over 46.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.08047, over 2472904.37 frames. utt_duration=588 frames, utt_pad_proportion=0.05566, over 16864.66 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3216, pruned_loss=0.07816, over 2464611.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05885, over 7826.22 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.313, pruned_loss=0.0794, over 2473122.73 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05408, over 17717.02 utterances.], batch size: 46, lr: 6.87e-04
2022-08-22 07:02:26,963 INFO [train.py:927] (2/8) Epoch 4, batch 12850, giga_loss[loss=0.2595, simple_loss=0.3224, pruned_loss=0.09833, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04031, over 26.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3151, pruned_loss=0.08056, over 2472278.46 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05727, over 16496.91 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3218, pruned_loss=0.07865, over 2464421.22 frames. utt_duration=1253 frames, utt_pad_proportion=0.06242, over 7877.94 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3131, pruned_loss=0.07929, over 2472756.41 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05426, over 17286.94 utterances.], batch size: 26, lr: 6.87e-04
2022-08-22 07:04:07,365 INFO [train.py:927] (2/8) Epoch 4, batch 12900, giga_loss[loss=0.2498, simple_loss=0.3206, pruned_loss=0.08947, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03523, over 122.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3159, pruned_loss=0.08093, over 2472810.67 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05953, over 17043.05 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3227, pruned_loss=0.07919, over 2464523.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.06192, over 7873.18 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3134, pruned_loss=0.07944, over 2473165.94 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05733, over 17752.61 utterances.], batch size: 122, lr: 6.86e-04
2022-08-22 07:05:45,807 INFO [train.py:927] (2/8) Epoch 4, batch 12950, giga_loss[loss=0.2093, simple_loss=0.2857, pruned_loss=0.06647, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02933, over 42.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3137, pruned_loss=0.08036, over 2473121.41 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05938, over 17083.18 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3228, pruned_loss=0.0796, over 2464474.28 frames. utt_duration=1257 frames, utt_pad_proportion=0.06073, over 7850.47 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3115, pruned_loss=0.07884, over 2473667.17 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05804, over 17906.79 utterances.], batch size: 42, lr: 6.86e-04
2022-08-22 07:07:25,885 INFO [train.py:927] (2/8) Epoch 4, batch 13000, giga_loss[loss=0.2203, simple_loss=0.3108, pruned_loss=0.06488, over 12411.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02497, over 70.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07946, over 2473664.72 frames. utt_duration=590 frames, utt_pad_proportion=0.0562, over 16812.09 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3228, pruned_loss=0.07964, over 2464678.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.06009, over 7832.85 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3113, pruned_loss=0.07822, over 2474034.29 frames. utt_duration=563.8 frames, utt_pad_proportion=0.0555, over 17598.59 utterances.], batch size: 70, lr: 6.86e-04
2022-08-22 07:09:02,163 INFO [train.py:927] (2/8) Epoch 4, batch 13050, libri_loss[loss=0.2527, simple_loss=0.3253, pruned_loss=0.09, over 12390.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009524, over 38.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.0804, over 2473259.81 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06098, over 17209.52 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3232, pruned_loss=0.08069, over 2464714.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05848, over 7810.79 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3124, pruned_loss=0.07841, over 2473922.39 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06089, over 18301.04 utterances.], batch size: 38, lr: 6.86e-04
2022-08-22 07:10:40,338 INFO [train.py:927] (2/8) Epoch 4, batch 13100, giga_loss[loss=0.2194, simple_loss=0.3058, pruned_loss=0.06651, over 12442.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03214, over 75.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3131, pruned_loss=0.08, over 2473126.07 frames. utt_duration=573 frames, utt_pad_proportion=0.05959, over 17310.50 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3228, pruned_loss=0.08056, over 2464220.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.05742, over 7776.87 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3114, pruned_loss=0.07852, over 2474296.68 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06, over 18421.80 utterances.], batch size: 75, lr: 6.86e-04
2022-08-22 07:12:18,760 INFO [train.py:927] (2/8) Epoch 4, batch 13150, giga_loss[loss=0.2478, simple_loss=0.3155, pruned_loss=0.09, over 12435.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.0344, over 105.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3121, pruned_loss=0.08034, over 2473788.03 frames. utt_duration=562 frames, utt_pad_proportion=0.06061, over 17654.19 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3232, pruned_loss=0.08107, over 2464708.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.0564, over 7771.87 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.31, pruned_loss=0.07866, over 2474563.43 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06134, over 18873.49 utterances.], batch size: 105, lr: 6.85e-04
2022-08-22 07:13:58,522 INFO [train.py:927] (2/8) Epoch 4, batch 13200, giga_loss[loss=0.305, simple_loss=0.3498, pruned_loss=0.1301, over 12395.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1034, over 258.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3102, pruned_loss=0.07997, over 2474052.77 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06192, over 18134.24 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3231, pruned_loss=0.08108, over 2464892.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05657, over 7778.10 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3084, pruned_loss=0.07862, over 2474657.17 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06239, over 19285.40 utterances.], batch size: 258, lr: 6.85e-04
2022-08-22 07:15:40,134 INFO [train.py:927] (2/8) Epoch 4, batch 13250, giga_loss[loss=0.2108, simple_loss=0.2939, pruned_loss=0.06388, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3054, pruned_loss=0.07785, over 2474418.96 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06274, over 17940.72 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3234, pruned_loss=0.08155, over 2465143.18 frames. utt_duration=1259 frames, utt_pad_proportion=0.05971, over 7839.47 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3034, pruned_loss=0.07631, over 2474848.12 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06207, over 18989.59 utterances.], batch size: 146, lr: 6.85e-04
2022-08-22 07:17:19,652 INFO [train.py:927] (2/8) Epoch 4, batch 13300, giga_loss[loss=0.1945, simple_loss=0.2721, pruned_loss=0.05849, over 12385.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04716, over 31.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3036, pruned_loss=0.07718, over 2474855.08 frames. utt_duration=558 frames, utt_pad_proportion=0.06294, over 17787.24 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3238, pruned_loss=0.08208, over 2465292.66 frames. utt_duration=1249 frames, utt_pad_proportion=0.06301, over 7902.15 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3015, pruned_loss=0.07543, over 2475181.43 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06117, over 18699.90 utterances.], batch size: 31, lr: 6.85e-04
2022-08-22 07:19:00,695 INFO [train.py:927] (2/8) Epoch 4, batch 13350, libri_loss[loss=0.1908, simple_loss=0.2671, pruned_loss=0.05724, over 12336.00 frames. utt_duration=1829 frames, utt_pad_proportion=0.03995, over 27.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3053, pruned_loss=0.07701, over 2474882.85 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06358, over 17720.66 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3234, pruned_loss=0.08199, over 2465226.56 frames. utt_duration=1252 frames, utt_pad_proportion=0.06223, over 7883.31 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3034, pruned_loss=0.07555, over 2475467.08 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06245, over 18743.39 utterances.], batch size: 27, lr: 6.85e-04
2022-08-22 07:20:39,963 INFO [train.py:927] (2/8) Epoch 4, batch 13400, giga_loss[loss=0.2751, simple_loss=0.3416, pruned_loss=0.1043, over 12401.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05808, over 182.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3085, pruned_loss=0.07789, over 2474675.03 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06413, over 18148.96 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3235, pruned_loss=0.08208, over 2465172.43 frames. utt_duration=1253 frames, utt_pad_proportion=0.062, over 7875.89 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3069, pruned_loss=0.07664, over 2475227.50 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06332, over 19002.89 utterances.], batch size: 182, lr: 6.84e-04
2022-08-22 07:22:26,576 INFO [train.py:927] (2/8) Epoch 4, batch 13450, giga_loss[loss=0.4109, simple_loss=0.4184, pruned_loss=0.2017, over 12369.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3165, pruned_loss=0.08429, over 2474430.80 frames. utt_duration=508.3 frames, utt_pad_proportion=0.0708, over 19530.24 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3238, pruned_loss=0.08222, over 2465161.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.06153, over 7865.17 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3148, pruned_loss=0.08317, over 2474959.04 frames. utt_duration=489 frames, utt_pad_proportion=0.07015, over 20308.05 utterances.], batch size: 367, lr: 6.84e-04
2022-08-22 07:24:07,881 INFO [train.py:927] (2/8) Epoch 4, batch 13500, giga_loss[loss=0.3097, simple_loss=0.3815, pruned_loss=0.119, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.0257, over 66.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3224, pruned_loss=0.08866, over 2473692.48 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06873, over 18891.33 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.324, pruned_loss=0.08305, over 2465032.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.06005, over 7845.14 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3207, pruned_loss=0.08716, over 2474672.14 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06899, over 20076.65 utterances.], batch size: 66, lr: 6.84e-04
2022-08-22 07:25:58,097 INFO [train.py:927] (2/8) Epoch 4, batch 13550, giga_loss[loss=0.345, simple_loss=0.3679, pruned_loss=0.1611, over 12325.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2073, over 370.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3294, pruned_loss=0.09436, over 2473460.89 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06956, over 19206.52 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3239, pruned_loss=0.08345, over 2464925.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05868, over 7822.15 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.093, over 2474540.25 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0702, over 20458.37 utterances.], batch size: 370, lr: 6.84e-04
2022-08-22 07:27:40,279 INFO [train.py:927] (2/8) Epoch 4, batch 13600, giga_loss[loss=0.3218, simple_loss=0.3799, pruned_loss=0.1319, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03739, over 123.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3346, pruned_loss=0.09837, over 2473849.75 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06954, over 19354.27 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.324, pruned_loss=0.08377, over 2465265.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05828, over 7828.91 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3337, pruned_loss=0.09737, over 2474648.35 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07032, over 20665.38 utterances.], batch size: 123, lr: 6.84e-04
2022-08-22 07:29:24,836 INFO [train.py:927] (2/8) Epoch 4, batch 13650, giga_loss[loss=0.3049, simple_loss=0.3632, pruned_loss=0.1233, over 12342.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3398, pruned_loss=0.1036, over 2474140.12 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07636, over 20836.14 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3238, pruned_loss=0.08387, over 2465139.71 frames. utt_duration=1266 frames, utt_pad_proportion=0.057, over 7796.32 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3397, pruned_loss=0.1031, over 2475129.05 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07709, over 22239.43 utterances.], batch size: 97, lr: 6.84e-04
2022-08-22 07:31:14,650 INFO [train.py:927] (2/8) Epoch 4, batch 13700, giga_loss[loss=0.2974, simple_loss=0.3613, pruned_loss=0.1168, over 12359.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3456, pruned_loss=0.1085, over 2474168.78 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07665, over 21379.64 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3234, pruned_loss=0.08381, over 2465006.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.05617, over 7773.52 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3462, pruned_loss=0.1086, over 2475238.18 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07751, over 22758.90 utterances.], batch size: 133, lr: 6.83e-04
2022-08-22 07:33:03,093 INFO [train.py:927] (2/8) Epoch 4, batch 13750, giga_loss[loss=0.3043, simple_loss=0.3595, pruned_loss=0.1246, over 12378.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06529, over 183.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3483, pruned_loss=0.1116, over 2474199.80 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07707, over 21838.34 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3235, pruned_loss=0.08409, over 2465247.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05554, over 7760.02 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.349, pruned_loss=0.1118, over 2474952.92 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07798, over 23121.91 utterances.], batch size: 183, lr: 6.83e-04
2022-08-22 07:34:48,013 INFO [train.py:927] (2/8) Epoch 4, batch 13800, giga_loss[loss=0.302, simple_loss=0.3743, pruned_loss=0.1149, over 12169.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.02787, over 28.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3493, pruned_loss=0.1122, over 2473903.56 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07736, over 21596.63 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3239, pruned_loss=0.08454, over 2465165.56 frames. utt_duration=1273 frames, utt_pad_proportion=0.0552, over 7756.80 utterances.], giga_tot_loss[loss=0.2878, simple_loss=0.3502, pruned_loss=0.1127, over 2474835.77 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07832, over 23002.64 utterances.], batch size: 28, lr: 6.83e-04
2022-08-22 07:36:32,195 INFO [train.py:927] (2/8) Epoch 4, batch 13850, giga_loss[loss=0.2855, simple_loss=0.3542, pruned_loss=0.1084, over 12453.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.2888, simple_loss=0.3512, pruned_loss=0.1132, over 2474535.75 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07294, over 21723.68 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3237, pruned_loss=0.08469, over 2465133.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.05461, over 7740.58 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.3524, pruned_loss=0.1138, over 2475407.95 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07419, over 23030.82 utterances.], batch size: 123, lr: 6.83e-04
2022-08-22 07:38:18,729 INFO [train.py:927] (2/8) Epoch 4, batch 13900, giga_loss[loss=0.1966, simple_loss=0.2925, pruned_loss=0.05036, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04303, over 28.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3492, pruned_loss=0.111, over 2473388.42 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07389, over 21899.42 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3236, pruned_loss=0.08484, over 2465192.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.05389, over 7720.89 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.3508, pruned_loss=0.1118, over 2474190.31 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07515, over 23207.23 utterances.], batch size: 28, lr: 6.83e-04
2022-08-22 07:40:04,357 INFO [train.py:927] (2/8) Epoch 4, batch 13950, giga_loss[loss=0.2672, simple_loss=0.3356, pruned_loss=0.09946, over 12373.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04247, over 133.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3465, pruned_loss=0.108, over 2474274.73 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07583, over 22188.43 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3233, pruned_loss=0.08486, over 2465462.27 frames. utt_duration=1282 frames, utt_pad_proportion=0.05292, over 7701.06 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3484, pruned_loss=0.1093, over 2474867.61 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07716, over 23569.38 utterances.], batch size: 133, lr: 6.82e-04
2022-08-22 07:41:47,965 INFO [train.py:927] (2/8) Epoch 4, batch 14000, libri_loss[loss=0.2336, simple_loss=0.3, pruned_loss=0.08359, over 12172.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.0102, over 30.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.3441, pruned_loss=0.1065, over 2474699.83 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07612, over 21928.98 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3235, pruned_loss=0.08498, over 2465998.04 frames. utt_duration=1286 frames, utt_pad_proportion=0.05142, over 7679.99 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3465, pruned_loss=0.1083, over 2475070.83 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07796, over 23665.39 utterances.], batch size: 30, lr: 6.82e-04
2022-08-22 07:43:35,657 INFO [train.py:927] (2/8) Epoch 4, batch 14050, giga_loss[loss=0.263, simple_loss=0.3265, pruned_loss=0.09981, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03725, over 40.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3417, pruned_loss=0.1043, over 2474734.96 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07338, over 21109.11 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3231, pruned_loss=0.08502, over 2465941.10 frames. utt_duration=1291 frames, utt_pad_proportion=0.05049, over 7649.31 utterances.], giga_tot_loss[loss=0.2782, simple_loss=0.3443, pruned_loss=0.1061, over 2475252.83 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0755, over 22805.79 utterances.], batch size: 40, lr: 6.82e-04
2022-08-22 07:45:26,916 INFO [train.py:927] (2/8) Epoch 4, batch 14100, giga_loss[loss=0.2786, simple_loss=0.344, pruned_loss=0.1066, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04077, over 37.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3415, pruned_loss=0.1032, over 2475282.36 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07555, over 21614.52 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3235, pruned_loss=0.08561, over 2466411.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04947, over 7643.87 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3437, pruned_loss=0.1046, over 2475509.14 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07752, over 23341.79 utterances.], batch size: 37, lr: 6.82e-04
2022-08-22 07:47:14,898 INFO [train.py:927] (2/8) Epoch 4, batch 14150, giga_loss[loss=0.2326, simple_loss=0.3089, pruned_loss=0.07813, over 12377.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03164, over 51.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3418, pruned_loss=0.1023, over 2475495.09 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07692, over 21612.25 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3243, pruned_loss=0.08629, over 2466492.98 frames. utt_duration=1281 frames, utt_pad_proportion=0.05278, over 7709.48 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3432, pruned_loss=0.1031, over 2475746.69 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07773, over 23110.95 utterances.], batch size: 51, lr: 6.82e-04
2022-08-22 07:49:02,055 INFO [train.py:927] (2/8) Epoch 4, batch 14200, giga_loss[loss=0.2409, simple_loss=0.3217, pruned_loss=0.08001, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03099, over 97.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3403, pruned_loss=0.1014, over 2474528.72 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07563, over 20937.00 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.324, pruned_loss=0.0865, over 2466398.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.0516, over 7696.98 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3422, pruned_loss=0.1024, over 2475107.86 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07702, over 22639.03 utterances.], batch size: 97, lr: 6.82e-04
2022-08-22 07:50:47,444 INFO [train.py:927] (2/8) Epoch 4, batch 14250, giga_loss[loss=0.2325, simple_loss=0.3091, pruned_loss=0.07793, over 12374.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3397, pruned_loss=0.101, over 2475206.49 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07701, over 20917.15 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3249, pruned_loss=0.08668, over 2466611.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.05292, over 7750.64 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3407, pruned_loss=0.102, over 2475682.74 frames. utt_duration=440.9 frames, utt_pad_proportion=0.0779, over 22534.42 utterances.], batch size: 51, lr: 6.81e-04
2022-08-22 07:52:34,112 INFO [train.py:927] (2/8) Epoch 4, batch 14300, giga_loss[loss=0.2299, simple_loss=0.3173, pruned_loss=0.07131, over 12303.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03571, over 51.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3382, pruned_loss=0.09886, over 2475025.26 frames. utt_duration=505 frames, utt_pad_proportion=0.07101, over 19660.09 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3254, pruned_loss=0.08706, over 2466896.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05201, over 7765.02 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.339, pruned_loss=0.09966, over 2475387.80 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0727, over 21276.04 utterances.], batch size: 51, lr: 6.81e-04
2022-08-22 07:54:18,807 INFO [train.py:927] (2/8) Epoch 4, batch 14350, giga_loss[loss=0.2264, simple_loss=0.3026, pruned_loss=0.07505, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0282, over 45.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3371, pruned_loss=0.09774, over 2474762.36 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07048, over 19499.10 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3247, pruned_loss=0.08686, over 2466780.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.0514, over 7731.97 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3385, pruned_loss=0.09876, over 2475301.95 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07217, over 21019.04 utterances.], batch size: 45, lr: 6.81e-04
2022-08-22 07:56:04,296 INFO [train.py:927] (2/8) Epoch 4, batch 14400, giga_loss[loss=0.2252, simple_loss=0.2999, pruned_loss=0.07527, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03028, over 51.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3353, pruned_loss=0.09764, over 2475187.19 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07511, over 20169.93 utterances.], libri_tot_loss[loss=0.2496, simple_loss=0.3248, pruned_loss=0.08721, over 2466709.33 frames. utt_duration=1275 frames, utt_pad_proportion=0.0516, over 7749.29 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3365, pruned_loss=0.09833, over 2475814.42 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07618, over 21570.28 utterances.], batch size: 51, lr: 6.81e-04
2022-08-22 07:57:49,876 INFO [train.py:927] (2/8) Epoch 4, batch 14450, giga_loss[loss=0.2934, simple_loss=0.3545, pruned_loss=0.1161, over 12442.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04828, over 161.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3346, pruned_loss=0.09813, over 2475126.78 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07143, over 20064.23 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3248, pruned_loss=0.08765, over 2466763.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.05065, over 7724.77 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3358, pruned_loss=0.09851, over 2475771.46 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07298, over 21477.02 utterances.], batch size: 161, lr: 6.81e-04
2022-08-22 07:59:36,613 INFO [train.py:927] (2/8) Epoch 4, batch 14500, giga_loss[loss=0.2768, simple_loss=0.3467, pruned_loss=0.1034, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03822, over 123.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3327, pruned_loss=0.09742, over 2474514.67 frames. utt_duration=519.8 frames, utt_pad_proportion=0.07015, over 19093.21 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3246, pruned_loss=0.08776, over 2466603.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.04977, over 7689.29 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3341, pruned_loss=0.0979, over 2475405.18 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07201, over 20577.75 utterances.], batch size: 123, lr: 6.80e-04
2022-08-22 08:01:22,213 INFO [train.py:927] (2/8) Epoch 4, batch 14550, giga_loss[loss=0.2239, simple_loss=0.3141, pruned_loss=0.06684, over 12399.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03521, over 75.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3364, pruned_loss=0.0987, over 2474547.36 frames. utt_duration=499 frames, utt_pad_proportion=0.07235, over 19892.30 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.327, pruned_loss=0.08819, over 2466458.54 frames. utt_duration=1285 frames, utt_pad_proportion=0.04959, over 7683.85 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3354, pruned_loss=0.09873, over 2475410.33 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07374, over 21111.14 utterances.], batch size: 75, lr: 6.80e-04
2022-08-22 08:03:06,663 INFO [train.py:927] (2/8) Epoch 4, batch 14600, giga_loss[loss=0.271, simple_loss=0.3461, pruned_loss=0.09798, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03263, over 62.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3353, pruned_loss=0.09718, over 2474781.73 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06865, over 19576.22 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3272, pruned_loss=0.08848, over 2466305.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.04932, over 7691.56 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3344, pruned_loss=0.09709, over 2475674.55 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07016, over 20682.31 utterances.], batch size: 62, lr: 6.80e-04
2022-08-22 08:04:56,591 INFO [train.py:927] (2/8) Epoch 4, batch 14650, giga_loss[loss=0.2644, simple_loss=0.3273, pruned_loss=0.1007, over 12454.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03571, over 43.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3367, pruned_loss=0.09917, over 2474760.64 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07332, over 20112.74 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.327, pruned_loss=0.08854, over 2466134.20 frames. utt_duration=1286 frames, utt_pad_proportion=0.04897, over 7680.65 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3363, pruned_loss=0.09912, over 2475679.63 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07443, over 21092.49 utterances.], batch size: 43, lr: 6.80e-04
2022-08-22 08:06:41,239 INFO [train.py:927] (2/8) Epoch 4, batch 14700, giga_loss[loss=0.2506, simple_loss=0.3151, pruned_loss=0.09303, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02871, over 42.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3389, pruned_loss=0.1023, over 2474725.47 frames. utt_duration=478 frames, utt_pad_proportion=0.07495, over 20772.78 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3273, pruned_loss=0.08886, over 2466112.23 frames. utt_duration=1286 frames, utt_pad_proportion=0.04843, over 7682.43 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3385, pruned_loss=0.1021, over 2475576.88 frames. utt_duration=457.8 frames, utt_pad_proportion=0.076, over 21698.38 utterances.], batch size: 42, lr: 6.80e-04
2022-08-22 08:08:24,697 INFO [train.py:927] (2/8) Epoch 4, batch 14750, giga_loss[loss=0.2502, simple_loss=0.3259, pruned_loss=0.08719, over 12383.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02622, over 66.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3385, pruned_loss=0.1027, over 2474397.83 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07201, over 20290.47 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3271, pruned_loss=0.08908, over 2465771.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.0482, over 7685.14 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3386, pruned_loss=0.1027, over 2475632.29 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07331, over 21384.15 utterances.], batch size: 66, lr: 6.80e-04
2022-08-22 08:10:09,912 INFO [train.py:927] (2/8) Epoch 4, batch 14800, giga_loss[loss=0.2486, simple_loss=0.333, pruned_loss=0.08216, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03906, over 31.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3379, pruned_loss=0.1018, over 2474498.78 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07312, over 20693.44 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3272, pruned_loss=0.08931, over 2465986.86 frames. utt_duration=1287 frames, utt_pad_proportion=0.04774, over 7674.90 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3381, pruned_loss=0.1018, over 2475389.85 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07432, over 21732.04 utterances.], batch size: 31, lr: 6.79e-04
2022-08-22 08:11:56,302 INFO [train.py:927] (2/8) Epoch 4, batch 14850, giga_loss[loss=0.2447, simple_loss=0.3121, pruned_loss=0.0887, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03436, over 43.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3353, pruned_loss=0.09966, over 2474578.55 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07261, over 20324.49 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3271, pruned_loss=0.08938, over 2465719.17 frames. utt_duration=1287 frames, utt_pad_proportion=0.04732, over 7670.73 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3356, pruned_loss=0.09976, over 2475634.69 frames. utt_duration=466 frames, utt_pad_proportion=0.07385, over 21318.54 utterances.], batch size: 43, lr: 6.79e-04
2022-08-22 08:13:40,918 INFO [train.py:927] (2/8) Epoch 4, batch 14900, giga_loss[loss=0.2451, simple_loss=0.3181, pruned_loss=0.08606, over 12445.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3342, pruned_loss=0.0991, over 2474304.43 frames. utt_duration=495 frames, utt_pad_proportion=0.07315, over 20052.70 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3278, pruned_loss=0.08971, over 2465508.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.05146, over 7729.51 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3339, pruned_loss=0.09907, over 2475541.05 frames. utt_duration=471.3 frames, utt_pad_proportion=0.073, over 21075.96 utterances.], batch size: 105, lr: 6.79e-04
2022-08-22 08:15:28,080 INFO [train.py:927] (2/8) Epoch 4, batch 14950, giga_loss[loss=0.2564, simple_loss=0.3463, pruned_loss=0.08323, over 12414.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03393, over 75.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3374, pruned_loss=0.0999, over 2474607.45 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07078, over 20071.54 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3283, pruned_loss=0.09002, over 2465620.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05086, over 7715.08 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3369, pruned_loss=0.09977, over 2475638.49 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07107, over 21097.75 utterances.], batch size: 75, lr: 6.79e-04
2022-08-22 08:17:11,616 INFO [train.py:927] (2/8) Epoch 4, batch 15000, giga_loss[loss=0.291, simple_loss=0.3579, pruned_loss=0.112, over 12463.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03678, over 123.00 utterances.], tot_loss[loss=0.2699, simple_loss=0.3397, pruned_loss=0.1001, over 2474395.24 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07036, over 20422.04 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3279, pruned_loss=0.08989, over 2465786.89 frames. utt_duration=1283 frames, utt_pad_proportion=0.05051, over 7698.97 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3397, pruned_loss=0.1002, over 2475143.43 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07074, over 21344.70 utterances.], batch size: 123, lr: 6.79e-04
2022-08-22 08:17:11,617 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 08:17:25,352 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.2386, simple_loss=0.3754, pruned_loss=0.05089, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 08:19:08,868 INFO [train.py:927] (2/8) Epoch 4, batch 15050, giga_loss[loss=0.2377, simple_loss=0.3187, pruned_loss=0.0783, over 12465.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03018, over 75.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3419, pruned_loss=0.1021, over 2474880.31 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07491, over 21191.16 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3291, pruned_loss=0.09037, over 2465775.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.04931, over 7693.36 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3414, pruned_loss=0.1021, over 2475802.76 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07566, over 22415.67 utterances.], batch size: 75, lr: 6.78e-04
2022-08-22 08:20:50,855 INFO [train.py:927] (2/8) Epoch 4, batch 15100, giga_loss[loss=0.2612, simple_loss=0.3307, pruned_loss=0.09585, over 12375.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0274, over 91.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3417, pruned_loss=0.1032, over 2474922.55 frames. utt_duration=470.4 frames, utt_pad_proportion=0.0769, over 21109.59 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3288, pruned_loss=0.09034, over 2465786.93 frames. utt_duration=1288 frames, utt_pad_proportion=0.04822, over 7667.85 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3419, pruned_loss=0.1036, over 2475900.85 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07788, over 22461.30 utterances.], batch size: 91, lr: 6.78e-04
2022-08-22 08:22:33,206 INFO [train.py:927] (2/8) Epoch 4, batch 15150, giga_loss[loss=0.3074, simple_loss=0.3721, pruned_loss=0.1213, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03634, over 123.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3395, pruned_loss=0.1027, over 2474596.16 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07839, over 21075.39 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3291, pruned_loss=0.09048, over 2465981.44 frames. utt_duration=1288 frames, utt_pad_proportion=0.04797, over 7667.14 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3395, pruned_loss=0.103, over 2475271.67 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07928, over 22261.53 utterances.], batch size: 123, lr: 6.78e-04
2022-08-22 08:24:15,878 INFO [train.py:927] (2/8) Epoch 4, batch 15200, giga_loss[loss=0.2495, simple_loss=0.3158, pruned_loss=0.09162, over 12310.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03655, over 62.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3385, pruned_loss=0.1032, over 2474140.11 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07714, over 20938.69 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09049, over 2466392.88 frames. utt_duration=1293 frames, utt_pad_proportion=0.04677, over 7639.03 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3393, pruned_loss=0.1039, over 2474570.49 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07854, over 22332.39 utterances.], batch size: 62, lr: 6.78e-04
2022-08-22 08:25:59,564 INFO [train.py:927] (2/8) Epoch 4, batch 15250, giga_loss[loss=0.2429, simple_loss=0.3081, pruned_loss=0.08882, over 12307.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02453, over 54.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3378, pruned_loss=0.1032, over 2474406.18 frames. utt_duration=484.4 frames, utt_pad_proportion=0.0737, over 20494.52 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3285, pruned_loss=0.09057, over 2466500.83 frames. utt_duration=1295 frames, utt_pad_proportion=0.04624, over 7629.53 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3386, pruned_loss=0.1038, over 2474755.55 frames. utt_duration=456.1 frames, utt_pad_proportion=0.0753, over 21775.07 utterances.], batch size: 54, lr: 6.78e-04
2022-08-22 08:27:44,393 INFO [train.py:927] (2/8) Epoch 4, batch 15300, giga_loss[loss=0.2971, simple_loss=0.3649, pruned_loss=0.1147, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03139, over 80.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3383, pruned_loss=0.103, over 2473803.15 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07704, over 20755.77 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3293, pruned_loss=0.091, over 2466335.49 frames. utt_duration=1280 frames, utt_pad_proportion=0.05135, over 7716.25 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3384, pruned_loss=0.1034, over 2474462.86 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07693, over 22062.91 utterances.], batch size: 80, lr: 6.78e-04
2022-08-22 08:29:27,602 INFO [train.py:927] (2/8) Epoch 4, batch 15350, giga_loss[loss=0.2298, simple_loss=0.3008, pruned_loss=0.07944, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3382, pruned_loss=0.1021, over 2474370.51 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07288, over 20306.27 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3299, pruned_loss=0.0913, over 2466717.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.05054, over 7733.68 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3381, pruned_loss=0.1025, over 2474760.29 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07351, over 21670.19 utterances.], batch size: 54, lr: 6.77e-04
2022-08-22 08:31:08,345 INFO [train.py:927] (2/8) Epoch 4, batch 15400, giga_loss[loss=0.2903, simple_loss=0.3498, pruned_loss=0.1154, over 12401.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07787, over 213.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3388, pruned_loss=0.1004, over 2473804.65 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07571, over 20469.83 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3303, pruned_loss=0.09145, over 2466884.14 frames. utt_duration=1272 frames, utt_pad_proportion=0.05085, over 7766.52 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3384, pruned_loss=0.1007, over 2474066.90 frames. utt_duration=458 frames, utt_pad_proportion=0.07607, over 21678.05 utterances.], batch size: 213, lr: 6.77e-04
2022-08-22 08:32:47,632 INFO [train.py:927] (2/8) Epoch 4, batch 15450, giga_loss[loss=0.315, simple_loss=0.3803, pruned_loss=0.1248, over 12331.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03097, over 91.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3417, pruned_loss=0.1012, over 2473932.63 frames. utt_duration=502 frames, utt_pad_proportion=0.07, over 19770.17 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3298, pruned_loss=0.09135, over 2466360.72 frames. utt_duration=1277 frames, utt_pad_proportion=0.04974, over 7733.96 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3421, pruned_loss=0.1018, over 2474809.04 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07116, over 21098.98 utterances.], batch size: 91, lr: 6.77e-04
2022-08-22 08:34:28,009 INFO [train.py:927] (2/8) Epoch 4, batch 15500, giga_loss[loss=0.2695, simple_loss=0.3375, pruned_loss=0.1008, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02907, over 48.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.345, pruned_loss=0.1052, over 2474113.19 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07536, over 20746.61 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3298, pruned_loss=0.09162, over 2466393.50 frames. utt_duration=1280 frames, utt_pad_proportion=0.049, over 7716.36 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3455, pruned_loss=0.1056, over 2474930.52 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0763, over 22045.47 utterances.], batch size: 48, lr: 6.77e-04
2022-08-22 08:36:14,120 INFO [train.py:927] (2/8) Epoch 4, batch 15550, giga_loss[loss=0.2337, simple_loss=0.3176, pruned_loss=0.07488, over 12183.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03248, over 36.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.345, pruned_loss=0.1052, over 2474206.99 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07404, over 20589.84 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3299, pruned_loss=0.09178, over 2466208.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.0493, over 7729.23 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3457, pruned_loss=0.1057, over 2475157.42 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07495, over 21850.56 utterances.], batch size: 36, lr: 6.77e-04
2022-08-22 08:37:57,274 INFO [train.py:927] (2/8) Epoch 4, batch 15600, giga_loss[loss=0.3229, simple_loss=0.381, pruned_loss=0.1324, over 12370.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3447, pruned_loss=0.1039, over 2474390.65 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07873, over 21179.00 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3299, pruned_loss=0.09195, over 2466394.76 frames. utt_duration=1267 frames, utt_pad_proportion=0.05306, over 7796.98 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.3453, pruned_loss=0.1042, over 2475047.52 frames. utt_duration=447 frames, utt_pad_proportion=0.07815, over 22220.44 utterances.], batch size: 182, lr: 6.76e-04
2022-08-22 08:39:40,344 INFO [train.py:927] (2/8) Epoch 4, batch 15650, libri_loss[loss=0.226, simple_loss=0.2899, pruned_loss=0.08104, over 12177.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009628, over 30.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3452, pruned_loss=0.1042, over 2474529.67 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07531, over 20738.01 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3304, pruned_loss=0.09249, over 2466182.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.05752, over 7873.70 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3457, pruned_loss=0.1044, over 2475521.48 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07395, over 21873.69 utterances.], batch size: 30, lr: 6.76e-04
2022-08-22 08:41:24,738 INFO [train.py:927] (2/8) Epoch 4, batch 15700, giga_loss[loss=0.2288, simple_loss=0.3058, pruned_loss=0.07587, over 12333.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.0309, over 70.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3428, pruned_loss=0.1032, over 2474445.41 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07573, over 21132.30 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3303, pruned_loss=0.09247, over 2466293.10 frames. utt_duration=1256 frames, utt_pad_proportion=0.05731, over 7866.33 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3434, pruned_loss=0.1033, over 2475164.39 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07474, over 22079.98 utterances.], batch size: 70, lr: 6.76e-04
2022-08-22 08:43:08,016 INFO [train.py:927] (2/8) Epoch 4, batch 15750, giga_loss[loss=0.2367, simple_loss=0.3086, pruned_loss=0.08245, over 12257.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02541, over 54.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3417, pruned_loss=0.1022, over 2474378.60 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07288, over 20708.35 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3313, pruned_loss=0.09264, over 2466687.44 frames. utt_duration=1254 frames, utt_pad_proportion=0.05686, over 7878.92 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3416, pruned_loss=0.1025, over 2474825.39 frames. utt_duration=455.4 frames, utt_pad_proportion=0.0725, over 21806.07 utterances.], batch size: 54, lr: 6.76e-04
2022-08-22 08:44:45,043 INFO [train.py:927] (2/8) Epoch 4, batch 15800, giga_loss[loss=0.2439, simple_loss=0.327, pruned_loss=0.0804, over 12419.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03371, over 75.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.34, pruned_loss=0.1021, over 2473994.04 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07391, over 20706.12 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3314, pruned_loss=0.09286, over 2466429.17 frames. utt_duration=1251 frames, utt_pad_proportion=0.05697, over 7894.41 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.34, pruned_loss=0.1022, over 2474685.68 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07358, over 21781.97 utterances.], batch size: 75, lr: 6.76e-04
2022-08-22 08:46:23,470 INFO [train.py:927] (2/8) Epoch 4, batch 15850, giga_loss[loss=0.2534, simple_loss=0.3281, pruned_loss=0.0893, over 12371.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03941, over 145.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3366, pruned_loss=0.09911, over 2474805.90 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07678, over 21322.97 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3315, pruned_loss=0.09312, over 2466717.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.06083, over 7958.37 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3367, pruned_loss=0.09923, over 2475314.15 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07536, over 22467.62 utterances.], batch size: 145, lr: 6.76e-04
2022-08-22 08:48:09,956 INFO [train.py:927] (2/8) Epoch 4, batch 15900, giga_loss[loss=0.2871, simple_loss=0.35, pruned_loss=0.1121, over 12441.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03676, over 133.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3348, pruned_loss=0.09725, over 2474361.92 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07066, over 20930.67 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3311, pruned_loss=0.09301, over 2466859.83 frames. utt_duration=1240 frames, utt_pad_proportion=0.06039, over 7969.51 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3353, pruned_loss=0.09755, over 2474822.16 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07003, over 22127.43 utterances.], batch size: 133, lr: 6.75e-04
2022-08-22 08:49:54,763 INFO [train.py:927] (2/8) Epoch 4, batch 15950, giga_loss[loss=0.2916, simple_loss=0.3507, pruned_loss=0.1162, over 12366.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03666, over 113.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.33, pruned_loss=0.09531, over 2473239.18 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07265, over 20095.25 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3303, pruned_loss=0.09294, over 2466688.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.06334, over 8002.66 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3311, pruned_loss=0.09574, over 2474017.17 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07112, over 21475.83 utterances.], batch size: 113, lr: 6.75e-04
2022-08-22 08:51:35,308 INFO [train.py:927] (2/8) Epoch 4, batch 16000, giga_loss[loss=0.2545, simple_loss=0.3225, pruned_loss=0.09321, over 12207.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03137, over 39.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3325, pruned_loss=0.09679, over 2472987.63 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07542, over 20514.68 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3302, pruned_loss=0.09284, over 2466548.48 frames. utt_duration=1232 frames, utt_pad_proportion=0.06291, over 8017.38 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3336, pruned_loss=0.09731, over 2473926.13 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07428, over 21930.55 utterances.], batch size: 39, lr: 6.75e-04
2022-08-22 08:53:17,222 INFO [train.py:927] (2/8) Epoch 4, batch 16050, giga_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05906, over 12281.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.05407, over 26.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3335, pruned_loss=0.09704, over 2473688.14 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07205, over 20312.73 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3306, pruned_loss=0.09293, over 2466494.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06206, over 8003.54 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3341, pruned_loss=0.09751, over 2474720.79 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07177, over 21863.09 utterances.], batch size: 26, lr: 6.75e-04
2022-08-22 08:54:58,149 INFO [train.py:927] (2/8) Epoch 4, batch 16100, giga_loss[loss=0.2557, simple_loss=0.3234, pruned_loss=0.09403, over 12314.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03383, over 51.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3339, pruned_loss=0.09749, over 2474129.45 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06993, over 20279.86 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.331, pruned_loss=0.09299, over 2466659.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.06139, over 7981.60 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3341, pruned_loss=0.09786, over 2474889.17 frames. utt_duration=458 frames, utt_pad_proportion=0.07008, over 21686.93 utterances.], batch size: 51, lr: 6.75e-04
2022-08-22 08:56:42,639 INFO [train.py:927] (2/8) Epoch 4, batch 16150, giga_loss[loss=0.3004, simple_loss=0.365, pruned_loss=0.1179, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03331, over 122.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3352, pruned_loss=0.09829, over 2474350.66 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07387, over 20197.37 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.331, pruned_loss=0.09315, over 2466854.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06087, over 7979.88 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3353, pruned_loss=0.09857, over 2474956.28 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07406, over 21609.02 utterances.], batch size: 122, lr: 6.74e-04
2022-08-22 08:58:31,615 INFO [train.py:927] (2/8) Epoch 4, batch 16200, giga_loss[loss=0.2784, simple_loss=0.3493, pruned_loss=0.1038, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0321, over 75.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3361, pruned_loss=0.09918, over 2474081.81 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07322, over 20202.34 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.331, pruned_loss=0.09327, over 2466663.44 frames. utt_duration=1240 frames, utt_pad_proportion=0.06006, over 7967.49 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3363, pruned_loss=0.0994, over 2474851.28 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07371, over 21535.54 utterances.], batch size: 75, lr: 6.74e-04
2022-08-22 09:00:17,681 INFO [train.py:927] (2/8) Epoch 4, batch 16250, giga_loss[loss=0.2826, simple_loss=0.3487, pruned_loss=0.1082, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04518, over 146.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3372, pruned_loss=0.09929, over 2473852.78 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07364, over 21240.44 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3307, pruned_loss=0.09307, over 2466198.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.05925, over 7931.41 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3378, pruned_loss=0.09972, over 2474969.88 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07427, over 22540.69 utterances.], batch size: 146, lr: 6.74e-04
2022-08-22 09:02:02,354 INFO [train.py:927] (2/8) Epoch 4, batch 16300, giga_loss[loss=0.3528, simple_loss=0.3892, pruned_loss=0.1582, over 12372.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3367, pruned_loss=0.09926, over 2474611.23 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06873, over 20551.28 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3311, pruned_loss=0.09335, over 2466596.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.05887, over 7931.54 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3369, pruned_loss=0.09944, over 2475250.15 frames. utt_duration=456.8 frames, utt_pad_proportion=0.06967, over 21744.61 utterances.], batch size: 259, lr: 6.74e-04
2022-08-22 09:03:44,914 INFO [train.py:927] (2/8) Epoch 4, batch 16350, giga_loss[loss=0.247, simple_loss=0.3192, pruned_loss=0.08743, over 12392.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.0295, over 51.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3362, pruned_loss=0.09993, over 2474197.53 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07213, over 20847.11 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3308, pruned_loss=0.09331, over 2466334.52 frames. utt_duration=1249 frames, utt_pad_proportion=0.05775, over 7910.59 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3367, pruned_loss=0.1003, over 2475191.24 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07325, over 22250.23 utterances.], batch size: 51, lr: 6.74e-04
2022-08-22 09:05:27,711 INFO [train.py:927] (2/8) Epoch 4, batch 16400, giga_loss[loss=0.2679, simple_loss=0.3298, pruned_loss=0.103, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03311, over 39.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.336, pruned_loss=0.1005, over 2474317.32 frames. utt_duration=486 frames, utt_pad_proportion=0.07072, over 20426.15 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3307, pruned_loss=0.09331, over 2466349.85 frames. utt_duration=1250 frames, utt_pad_proportion=0.05754, over 7904.04 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3365, pruned_loss=0.1008, over 2475118.69 frames. utt_duration=460 frames, utt_pad_proportion=0.07178, over 21588.58 utterances.], batch size: 39, lr: 6.74e-04
2022-08-22 09:07:09,503 INFO [train.py:927] (2/8) Epoch 4, batch 16450, giga_loss[loss=0.2975, simple_loss=0.369, pruned_loss=0.113, over 12447.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04238, over 114.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3372, pruned_loss=0.1014, over 2474608.83 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07223, over 20272.93 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3316, pruned_loss=0.09382, over 2466701.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.05926, over 7959.72 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.337, pruned_loss=0.1014, over 2475166.81 frames. utt_duration=461 frames, utt_pad_proportion=0.07248, over 21544.89 utterances.], batch size: 114, lr: 6.73e-04
2022-08-22 09:08:54,024 INFO [train.py:927] (2/8) Epoch 4, batch 16500, giga_loss[loss=0.2161, simple_loss=0.2875, pruned_loss=0.07235, over 12270.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02778, over 45.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3379, pruned_loss=0.1023, over 2474635.19 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0765, over 20547.19 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3317, pruned_loss=0.09404, over 2467094.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.05824, over 7963.64 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3377, pruned_loss=0.1023, over 2474903.43 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07693, over 21836.44 utterances.], batch size: 45, lr: 6.73e-04
2022-08-22 09:10:38,161 INFO [train.py:927] (2/8) Epoch 4, batch 16550, giga_loss[loss=0.2878, simple_loss=0.3545, pruned_loss=0.1106, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03778, over 113.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3388, pruned_loss=0.1032, over 2474609.51 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07529, over 20383.30 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3319, pruned_loss=0.09435, over 2466969.72 frames. utt_duration=1231 frames, utt_pad_proportion=0.0616, over 8022.92 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3387, pruned_loss=0.1031, over 2475107.84 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07487, over 21635.28 utterances.], batch size: 113, lr: 6.73e-04
2022-08-22 09:12:21,430 INFO [train.py:927] (2/8) Epoch 4, batch 16600, giga_loss[loss=0.2668, simple_loss=0.3345, pruned_loss=0.09951, over 12395.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03406, over 80.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3392, pruned_loss=0.1027, over 2474795.10 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07329, over 19807.63 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3325, pruned_loss=0.09497, over 2467175.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.06566, over 8128.35 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3388, pruned_loss=0.1023, over 2475212.01 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07176, over 21036.72 utterances.], batch size: 80, lr: 6.73e-04
2022-08-22 09:14:05,589 INFO [train.py:927] (2/8) Epoch 4, batch 16650, giga_loss[loss=0.3303, simple_loss=0.3872, pruned_loss=0.1367, over 12435.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04803, over 162.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.34, pruned_loss=0.1038, over 2474678.25 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0769, over 20748.73 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3322, pruned_loss=0.095, over 2467462.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.06478, over 8124.48 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3402, pruned_loss=0.1037, over 2475001.02 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07599, over 22196.50 utterances.], batch size: 162, lr: 6.73e-04
2022-08-22 09:15:47,783 INFO [train.py:927] (2/8) Epoch 4, batch 16700, giga_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07263, over 12337.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05209, over 34.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3402, pruned_loss=0.1037, over 2474323.45 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07552, over 20556.50 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3317, pruned_loss=0.09461, over 2467257.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06333, over 8086.20 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.341, pruned_loss=0.1043, over 2474940.23 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07545, over 22092.29 utterances.], batch size: 34, lr: 6.73e-04
2022-08-22 09:17:31,936 INFO [train.py:927] (2/8) Epoch 4, batch 16750, giga_loss[loss=0.2614, simple_loss=0.3351, pruned_loss=0.09386, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3401, pruned_loss=0.1029, over 2474396.33 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07707, over 20980.83 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.331, pruned_loss=0.09431, over 2467135.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.06175, over 8045.57 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3417, pruned_loss=0.104, over 2475234.10 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07758, over 22667.27 utterances.], batch size: 105, lr: 6.72e-04
2022-08-22 09:19:13,871 INFO [train.py:927] (2/8) Epoch 4, batch 16800, giga_loss[loss=0.3482, simple_loss=0.3782, pruned_loss=0.1591, over 12357.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3382, pruned_loss=0.1014, over 2474267.05 frames. utt_duration=481 frames, utt_pad_proportion=0.07362, over 20638.78 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.3308, pruned_loss=0.09425, over 2466862.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.06132, over 8029.16 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3397, pruned_loss=0.1023, over 2475242.11 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07443, over 22096.36 utterances.], batch size: 258, lr: 6.72e-04
2022-08-22 09:20:55,025 INFO [train.py:927] (2/8) Epoch 4, batch 16850, giga_loss[loss=0.2675, simple_loss=0.3362, pruned_loss=0.09941, over 12415.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04273, over 146.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3377, pruned_loss=0.1002, over 2474273.60 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07239, over 19824.16 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3315, pruned_loss=0.0945, over 2466565.35 frames. utt_duration=1224 frames, utt_pad_proportion=0.06441, over 8070.93 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3387, pruned_loss=0.101, over 2475588.54 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07234, over 21349.39 utterances.], batch size: 146, lr: 6.72e-04
2022-08-22 09:22:42,095 INFO [train.py:927] (2/8) Epoch 4, batch 16900, giga_loss[loss=0.2947, simple_loss=0.3503, pruned_loss=0.1196, over 12388.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05173, over 161.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3382, pruned_loss=0.1017, over 2474434.65 frames. utt_duration=493 frames, utt_pad_proportion=0.07525, over 20135.92 utterances.], libri_tot_loss[loss=0.2613, simple_loss=0.3322, pruned_loss=0.09515, over 2466543.10 frames. utt_duration=1201 frames, utt_pad_proportion=0.07229, over 8222.77 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3384, pruned_loss=0.1018, over 2475643.87 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07234, over 21426.38 utterances.], batch size: 161, lr: 6.72e-04
2022-08-22 09:24:23,205 INFO [train.py:927] (2/8) Epoch 4, batch 16950, libri_loss[loss=0.2773, simple_loss=0.3379, pruned_loss=0.1083, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006456, over 33.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.339, pruned_loss=0.1028, over 2474472.17 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07505, over 20482.05 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3319, pruned_loss=0.0952, over 2466542.11 frames. utt_duration=1201 frames, utt_pad_proportion=0.07171, over 8225.77 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3396, pruned_loss=0.1031, over 2475720.52 frames. utt_duration=453.8 frames, utt_pad_proportion=0.073, over 21895.09 utterances.], batch size: 33, lr: 6.72e-04
2022-08-22 09:26:03,842 INFO [train.py:927] (2/8) Epoch 4, batch 17000, giga_loss[loss=0.2748, simple_loss=0.3412, pruned_loss=0.1042, over 12421.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04885, over 161.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3398, pruned_loss=0.1038, over 2474328.31 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07677, over 20571.06 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3317, pruned_loss=0.09534, over 2466543.52 frames. utt_duration=1196 frames, utt_pad_proportion=0.07388, over 8260.77 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3407, pruned_loss=0.1041, over 2475533.76 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07431, over 21998.65 utterances.], batch size: 161, lr: 6.71e-04
2022-08-22 09:27:48,564 INFO [train.py:927] (2/8) Epoch 4, batch 17050, libri_loss[loss=0.2293, simple_loss=0.2903, pruned_loss=0.08419, over 12435.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.009943, over 29.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3395, pruned_loss=0.1032, over 2474734.73 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07665, over 20705.42 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3316, pruned_loss=0.09546, over 2466709.46 frames. utt_duration=1190 frames, utt_pad_proportion=0.07646, over 8300.59 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3406, pruned_loss=0.1036, over 2475761.13 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07394, over 22139.45 utterances.], batch size: 29, lr: 6.71e-04
2022-08-22 09:29:32,570 INFO [train.py:927] (2/8) Epoch 4, batch 17100, giga_loss[loss=0.2539, simple_loss=0.3281, pruned_loss=0.0898, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.337, pruned_loss=0.1009, over 2474438.63 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07512, over 20680.75 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3312, pruned_loss=0.09503, over 2466819.12 frames. utt_duration=1197 frames, utt_pad_proportion=0.07517, over 8252.52 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3383, pruned_loss=0.1018, over 2475333.81 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07352, over 22143.62 utterances.], batch size: 75, lr: 6.71e-04
2022-08-22 09:31:15,878 INFO [train.py:927] (2/8) Epoch 4, batch 17150, giga_loss[loss=0.2152, simple_loss=0.2943, pruned_loss=0.06811, over 12445.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03151, over 55.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3367, pruned_loss=0.1009, over 2474329.89 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07918, over 21163.58 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3316, pruned_loss=0.09509, over 2466858.03 frames. utt_duration=1198 frames, utt_pad_proportion=0.07487, over 8249.26 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3373, pruned_loss=0.1016, over 2475028.81 frames. utt_duration=444.1 frames, utt_pad_proportion=0.0778, over 22367.07 utterances.], batch size: 55, lr: 6.71e-04
2022-08-22 09:32:59,255 INFO [train.py:927] (2/8) Epoch 4, batch 17200, giga_loss[loss=0.2152, simple_loss=0.2852, pruned_loss=0.07258, over 12444.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04633, over 34.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3328, pruned_loss=0.09865, over 2474565.43 frames. utt_duration=486 frames, utt_pad_proportion=0.07314, over 20429.34 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.3317, pruned_loss=0.09512, over 2466819.18 frames. utt_duration=1200 frames, utt_pad_proportion=0.07385, over 8236.12 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3334, pruned_loss=0.09923, over 2475326.74 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07268, over 21674.97 utterances.], batch size: 34, lr: 6.71e-04
2022-08-22 09:34:44,728 INFO [train.py:927] (2/8) Epoch 4, batch 17250, giga_loss[loss=0.2519, simple_loss=0.3354, pruned_loss=0.08416, over 12369.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03318, over 122.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3317, pruned_loss=0.09799, over 2474509.76 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06915, over 20340.18 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3316, pruned_loss=0.09504, over 2466685.76 frames. utt_duration=1200 frames, utt_pad_proportion=0.07329, over 8231.75 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3322, pruned_loss=0.09854, over 2475295.59 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06916, over 21431.35 utterances.], batch size: 122, lr: 6.71e-04
2022-08-22 09:36:25,917 INFO [train.py:927] (2/8) Epoch 4, batch 17300, giga_loss[loss=0.2299, simple_loss=0.2997, pruned_loss=0.08007, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03588, over 40.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3304, pruned_loss=0.09501, over 2475251.53 frames. utt_duration=472.5 frames, utt_pad_proportion=0.0667, over 21021.74 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3314, pruned_loss=0.0952, over 2466640.56 frames. utt_duration=1204 frames, utt_pad_proportion=0.07227, over 8203.19 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.331, pruned_loss=0.09538, over 2476068.65 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06711, over 22175.57 utterances.], batch size: 40, lr: 6.70e-04
2022-08-22 09:38:10,999 INFO [train.py:927] (2/8) Epoch 4, batch 17350, giga_loss[loss=0.234, simple_loss=0.3091, pruned_loss=0.07942, over 12363.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06099, over 182.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.328, pruned_loss=0.09153, over 2475931.14 frames. utt_duration=456.8 frames, utt_pad_proportion=0.06541, over 21749.76 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3314, pruned_loss=0.09505, over 2466765.13 frames. utt_duration=1205 frames, utt_pad_proportion=0.07171, over 8197.16 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3285, pruned_loss=0.09194, over 2476542.04 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06592, over 22774.14 utterances.], batch size: 182, lr: 6.70e-04
2022-08-22 09:39:52,365 INFO [train.py:927] (2/8) Epoch 4, batch 17400, giga_loss[loss=0.2384, simple_loss=0.3327, pruned_loss=0.07209, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03954, over 133.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3256, pruned_loss=0.08756, over 2475592.96 frames. utt_duration=453.8 frames, utt_pad_proportion=0.06445, over 21892.07 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3312, pruned_loss=0.09484, over 2466645.09 frames. utt_duration=1213 frames, utt_pad_proportion=0.0699, over 8143.99 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3259, pruned_loss=0.08788, over 2476484.49 frames. utt_duration=428 frames, utt_pad_proportion=0.06546, over 23225.91 utterances.], batch size: 133, lr: 6.70e-04
2022-08-22 09:41:35,456 INFO [train.py:927] (2/8) Epoch 4, batch 17450, libri_loss[loss=0.2634, simple_loss=0.3345, pruned_loss=0.09617, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00579, over 34.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3246, pruned_loss=0.08626, over 2475906.20 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06623, over 22249.12 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3307, pruned_loss=0.09464, over 2467042.92 frames. utt_duration=1221 frames, utt_pad_proportion=0.0682, over 8089.77 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3252, pruned_loss=0.08645, over 2476530.73 frames. utt_duration=417.5 frames, utt_pad_proportion=0.0674, over 23807.65 utterances.], batch size: 34, lr: 6.70e-04
2022-08-22 09:43:17,888 INFO [train.py:927] (2/8) Epoch 4, batch 17500, giga_loss[loss=0.2549, simple_loss=0.3224, pruned_loss=0.09374, over 12380.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3217, pruned_loss=0.08427, over 2475644.24 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06965, over 23049.44 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3304, pruned_loss=0.09444, over 2466796.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.06661, over 8058.48 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3223, pruned_loss=0.08435, over 2476604.26 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07082, over 24723.12 utterances.], batch size: 257, lr: 6.70e-04
2022-08-22 09:45:05,421 INFO [train.py:927] (2/8) Epoch 4, batch 17550, giga_loss[loss=0.2505, simple_loss=0.3217, pruned_loss=0.08967, over 12444.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3209, pruned_loss=0.08337, over 2476177.11 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06895, over 23478.34 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3309, pruned_loss=0.09506, over 2467076.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.07013, over 8120.10 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3207, pruned_loss=0.08273, over 2476841.07 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06889, over 25009.13 utterances.], batch size: 105, lr: 6.70e-04
2022-08-22 09:46:45,565 INFO [train.py:927] (2/8) Epoch 4, batch 17600, giga_loss[loss=0.2263, simple_loss=0.3109, pruned_loss=0.07083, over 12374.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3207, pruned_loss=0.08223, over 2475987.87 frames. utt_duration=438.7 frames, utt_pad_proportion=0.06727, over 22651.61 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3322, pruned_loss=0.09539, over 2467200.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06796, over 8059.24 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.319, pruned_loss=0.08093, over 2476753.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06796, over 24559.73 utterances.], batch size: 133, lr: 6.69e-04
2022-08-22 09:48:29,696 INFO [train.py:927] (2/8) Epoch 4, batch 17650, giga_loss[loss=0.1948, simple_loss=0.2705, pruned_loss=0.0596, over 12349.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07891, over 2476519.44 frames. utt_duration=443.9 frames, utt_pad_proportion=0.06494, over 22387.75 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3312, pruned_loss=0.09486, over 2467654.76 frames. utt_duration=1234 frames, utt_pad_proportion=0.06655, over 8007.13 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3151, pruned_loss=0.07794, over 2476966.10 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06605, over 24353.46 utterances.], batch size: 365, lr: 6.69e-04
2022-08-22 09:50:12,644 INFO [train.py:927] (2/8) Epoch 4, batch 17700, giga_loss[loss=0.2273, simple_loss=0.3031, pruned_loss=0.07573, over 12434.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03021, over 80.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3137, pruned_loss=0.07844, over 2476482.05 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06982, over 22940.20 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.331, pruned_loss=0.09499, over 2467748.73 frames. utt_duration=1228 frames, utt_pad_proportion=0.06851, over 8049.25 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3127, pruned_loss=0.07695, over 2477055.26 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06969, over 24992.24 utterances.], batch size: 80, lr: 6.69e-04
2022-08-22 09:52:10,048 INFO [train.py:927] (2/8) Epoch 4, batch 17750, giga_loss[loss=0.2184, simple_loss=0.3074, pruned_loss=0.0647, over 12460.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.0305, over 55.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3152, pruned_loss=0.07845, over 2476107.30 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06977, over 23425.24 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3308, pruned_loss=0.09496, over 2467292.65 frames. utt_duration=1230 frames, utt_pad_proportion=0.0676, over 8030.51 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3143, pruned_loss=0.07699, over 2477133.05 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06996, over 25363.87 utterances.], batch size: 55, lr: 6.69e-04
2022-08-22 09:54:08,660 INFO [train.py:927] (2/8) Epoch 4, batch 17800, giga_loss[loss=0.2316, simple_loss=0.3107, pruned_loss=0.07626, over 12384.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3172, pruned_loss=0.07912, over 2476844.78 frames. utt_duration=422.6 frames, utt_pad_proportion=0.0675, over 23521.03 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3316, pruned_loss=0.09566, over 2467555.51 frames. utt_duration=1207 frames, utt_pad_proportion=0.07455, over 8188.58 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3152, pruned_loss=0.07677, over 2477719.18 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06572, over 25426.42 utterances.], batch size: 161, lr: 6.69e-04
2022-08-22 09:56:12,520 INFO [train.py:927] (2/8) Epoch 4, batch 17850, giga_loss[loss=0.1905, simple_loss=0.2865, pruned_loss=0.04726, over 12456.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03069, over 55.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3138, pruned_loss=0.07627, over 2476972.73 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06807, over 23844.71 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3315, pruned_loss=0.09571, over 2467152.90 frames. utt_duration=1209 frames, utt_pad_proportion=0.07399, over 8173.72 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3122, pruned_loss=0.07425, over 2478062.57 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06676, over 25477.57 utterances.], batch size: 55, lr: 6.69e-04
2022-08-22 09:58:21,024 INFO [train.py:927] (2/8) Epoch 4, batch 17900, giga_loss[loss=0.2268, simple_loss=0.3092, pruned_loss=0.07218, over 12397.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04952, over 161.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3101, pruned_loss=0.07441, over 2476803.00 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0682, over 24014.90 utterances.], libri_tot_loss[loss=0.261, simple_loss=0.331, pruned_loss=0.09546, over 2466935.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07355, over 8149.04 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3091, pruned_loss=0.07286, over 2477942.53 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06728, over 25464.54 utterances.], batch size: 161, lr: 6.68e-04
2022-08-22 10:00:16,811 INFO [train.py:927] (2/8) Epoch 4, batch 17950, giga_loss[loss=0.1819, simple_loss=0.2768, pruned_loss=0.0435, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04293, over 28.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3094, pruned_loss=0.074, over 2476936.63 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07168, over 24382.11 utterances.], libri_tot_loss[loss=0.2617, simple_loss=0.3322, pruned_loss=0.09564, over 2467062.78 frames. utt_duration=1216 frames, utt_pad_proportion=0.07193, over 8126.34 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3068, pruned_loss=0.07174, over 2478145.00 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07116, over 26224.22 utterances.], batch size: 28, lr: 6.68e-04
2022-08-22 10:02:20,341 INFO [train.py:927] (2/8) Epoch 4, batch 18000, giga_loss[loss=0.24, simple_loss=0.3242, pruned_loss=0.07789, over 12383.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04566, over 146.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3103, pruned_loss=0.07411, over 2476826.71 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07572, over 25390.30 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3319, pruned_loss=0.09547, over 2466883.47 frames. utt_duration=1218 frames, utt_pad_proportion=0.07092, over 8111.84 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3081, pruned_loss=0.07209, over 2478142.96 frames. utt_duration=365.9 frames, utt_pad_proportion=0.07538, over 27183.33 utterances.], batch size: 146, lr: 6.68e-04
2022-08-22 10:02:20,342 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 10:02:33,915 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.1953, simple_loss=0.3028, pruned_loss=0.04384, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 10:04:42,600 INFO [train.py:927] (2/8) Epoch 4, batch 18050, giga_loss[loss=0.203, simple_loss=0.2834, pruned_loss=0.0613, over 12222.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03213, over 42.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3068, pruned_loss=0.07235, over 2476103.95 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07487, over 25058.61 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3312, pruned_loss=0.09509, over 2466767.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06981, over 8073.42 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3051, pruned_loss=0.07056, over 2477479.71 frames. utt_duration=369.4 frames, utt_pad_proportion=0.07497, over 26917.80 utterances.], batch size: 42, lr: 6.68e-04
2022-08-22 10:06:40,594 INFO [train.py:927] (2/8) Epoch 4, batch 18100, giga_loss[loss=0.1831, simple_loss=0.2657, pruned_loss=0.0502, over 12388.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1831, over 360.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3095, pruned_loss=0.0733, over 2476539.57 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07361, over 25149.02 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09531, over 2466925.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06804, over 8043.06 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3076, pruned_loss=0.07097, over 2477822.26 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07425, over 27217.78 utterances.], batch size: 360, lr: 6.68e-04
2022-08-22 10:08:41,614 INFO [train.py:927] (2/8) Epoch 4, batch 18150, giga_loss[loss=0.2205, simple_loss=0.3087, pruned_loss=0.06614, over 12404.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07809, over 213.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3108, pruned_loss=0.0725, over 2476918.14 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07368, over 25848.29 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3313, pruned_loss=0.09546, over 2466829.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06672, over 8028.08 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3086, pruned_loss=0.07004, over 2478246.65 frames. utt_duration=356.7 frames, utt_pad_proportion=0.07455, over 27887.91 utterances.], batch size: 213, lr: 6.67e-04
2022-08-22 10:10:48,790 INFO [train.py:927] (2/8) Epoch 4, batch 18200, giga_loss[loss=0.2245, simple_loss=0.3029, pruned_loss=0.07306, over 12462.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.02712, over 80.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3109, pruned_loss=0.07188, over 2477059.42 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07139, over 24399.72 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3315, pruned_loss=0.09532, over 2467079.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06572, over 8007.76 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3086, pruned_loss=0.06962, over 2478072.54 frames. utt_duration=377.4 frames, utt_pad_proportion=0.07258, over 26350.45 utterances.], batch size: 80, lr: 6.67e-04
2022-08-22 10:13:11,711 INFO [train.py:927] (2/8) Epoch 4, batch 18250, giga_loss[loss=0.2484, simple_loss=0.3367, pruned_loss=0.0801, over 12471.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03417, over 98.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3113, pruned_loss=0.07229, over 2477259.22 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06728, over 23957.28 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3311, pruned_loss=0.09521, over 2466791.76 frames. utt_duration=1225 frames, utt_pad_proportion=0.06919, over 8065.87 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3093, pruned_loss=0.07005, over 2478538.67 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06749, over 25813.74 utterances.], batch size: 98, lr: 6.67e-04
2022-08-22 10:15:19,369 INFO [train.py:927] (2/8) Epoch 4, batch 18300, giga_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07218, over 12476.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 98.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3082, pruned_loss=0.07102, over 2477933.46 frames. utt_duration=404 frames, utt_pad_proportion=0.0668, over 24605.20 utterances.], libri_tot_loss[loss=0.2606, simple_loss=0.3309, pruned_loss=0.09512, over 2466843.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06839, over 8047.98 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3065, pruned_loss=0.06903, over 2479043.33 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06717, over 26300.87 utterances.], batch size: 98, lr: 6.67e-04
2022-08-22 10:17:31,412 INFO [train.py:927] (2/8) Epoch 4, batch 18350, giga_loss[loss=0.2045, simple_loss=0.2977, pruned_loss=0.05566, over 12378.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3063, pruned_loss=0.07044, over 2478233.77 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06845, over 24725.02 utterances.], libri_tot_loss[loss=0.2605, simple_loss=0.3309, pruned_loss=0.09507, over 2466783.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.06743, over 8022.22 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3046, pruned_loss=0.06847, over 2479374.38 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06893, over 26393.51 utterances.], batch size: 62, lr: 6.67e-04
2022-08-22 10:19:31,745 INFO [train.py:927] (2/8) Epoch 4, batch 18400, giga_loss[loss=0.1872, simple_loss=0.2717, pruned_loss=0.05138, over 12329.00 frames. utt_duration=748.1 frames, utt_pad_proportion=0.03093, over 66.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3075, pruned_loss=0.07126, over 2477974.20 frames. utt_duration=407 frames, utt_pad_proportion=0.06736, over 24425.99 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.3301, pruned_loss=0.09466, over 2466599.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.06597, over 7983.94 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3063, pruned_loss=0.06941, over 2479377.35 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06823, over 26259.10 utterances.], batch size: 66, lr: 6.67e-04
2022-08-22 10:21:33,750 INFO [train.py:927] (2/8) Epoch 4, batch 18450, giga_loss[loss=0.2273, simple_loss=0.313, pruned_loss=0.07081, over 12398.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3082, pruned_loss=0.07276, over 2478437.38 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06434, over 24510.52 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3299, pruned_loss=0.09455, over 2466735.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.06558, over 7987.47 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.307, pruned_loss=0.07098, over 2479629.88 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06532, over 26258.78 utterances.], batch size: 133, lr: 6.66e-04
2022-08-22 10:23:43,997 INFO [train.py:927] (2/8) Epoch 4, batch 18500, giga_loss[loss=0.2073, simple_loss=0.3044, pruned_loss=0.05505, over 12329.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03221, over 58.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3094, pruned_loss=0.07309, over 2478338.17 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06373, over 24148.30 utterances.], libri_tot_loss[loss=0.2593, simple_loss=0.3296, pruned_loss=0.0945, over 2466909.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.06433, over 7992.97 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3081, pruned_loss=0.07116, over 2479441.97 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06486, over 25961.29 utterances.], batch size: 58, lr: 6.66e-04
2022-08-22 10:26:02,169 INFO [train.py:927] (2/8) Epoch 4, batch 18550, giga_loss[loss=0.1847, simple_loss=0.2711, pruned_loss=0.04915, over 12445.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04585, over 161.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3084, pruned_loss=0.07243, over 2478521.83 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06094, over 23857.39 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3293, pruned_loss=0.0944, over 2467306.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06289, over 7965.58 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3071, pruned_loss=0.07038, over 2479366.80 frames. utt_duration=386 frames, utt_pad_proportion=0.06242, over 25769.86 utterances.], batch size: 161, lr: 6.66e-04
2022-08-22 10:28:05,205 INFO [train.py:927] (2/8) Epoch 4, batch 18600, giga_loss[loss=0.2004, simple_loss=0.288, pruned_loss=0.05641, over 12381.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.02934, over 97.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07084, over 2478503.88 frames. utt_duration=419.2 frames, utt_pad_proportion=0.0618, over 23718.21 utterances.], libri_tot_loss[loss=0.2594, simple_loss=0.3296, pruned_loss=0.09463, over 2467492.27 frames. utt_duration=1240 frames, utt_pad_proportion=0.0622, over 7970.07 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3021, pruned_loss=0.06871, over 2479146.12 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06315, over 25444.06 utterances.], batch size: 97, lr: 6.66e-04
2022-08-22 10:29:59,254 INFO [train.py:927] (2/8) Epoch 4, batch 18650, giga_loss[loss=0.2413, simple_loss=0.3137, pruned_loss=0.08442, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06475, over 212.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3035, pruned_loss=0.07113, over 2478138.28 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06558, over 24432.91 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.3297, pruned_loss=0.09465, over 2467358.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.06149, over 7953.56 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3018, pruned_loss=0.0691, over 2478938.18 frames. utt_duration=382 frames, utt_pad_proportion=0.06662, over 26037.00 utterances.], batch size: 212, lr: 6.66e-04
2022-08-22 10:31:59,473 INFO [train.py:927] (2/8) Epoch 4, batch 18700, giga_loss[loss=0.2244, simple_loss=0.304, pruned_loss=0.07242, over 12389.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03451, over 80.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.302, pruned_loss=0.06938, over 2477821.63 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06591, over 24301.54 utterances.], libri_tot_loss[loss=0.2597, simple_loss=0.33, pruned_loss=0.09468, over 2467570.83 frames. utt_duration=1241 frames, utt_pad_proportion=0.0608, over 7963.42 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2999, pruned_loss=0.0673, over 2478463.68 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06697, over 25869.16 utterances.], batch size: 80, lr: 6.66e-04
2022-08-22 10:34:06,378 INFO [train.py:927] (2/8) Epoch 4, batch 18750, giga_loss[loss=0.2128, simple_loss=0.2944, pruned_loss=0.06562, over 12408.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05857, over 182.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3006, pruned_loss=0.06925, over 2478105.38 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06711, over 24226.96 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3294, pruned_loss=0.09448, over 2467517.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.06315, over 7995.25 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2983, pruned_loss=0.06676, over 2479083.70 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06735, over 26098.65 utterances.], batch size: 182, lr: 6.65e-04
2022-08-22 10:36:10,732 INFO [train.py:927] (2/8) Epoch 4, batch 18800, giga_loss[loss=0.1909, simple_loss=0.2639, pruned_loss=0.05897, over 12382.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1697, over 354.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3001, pruned_loss=0.06942, over 2477562.75 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07085, over 24349.26 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.329, pruned_loss=0.09436, over 2467554.35 frames. utt_duration=1241 frames, utt_pad_proportion=0.06161, over 7963.11 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2977, pruned_loss=0.06671, over 2478626.59 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07123, over 26411.54 utterances.], batch size: 354, lr: 6.65e-04
2022-08-22 10:38:06,630 INFO [train.py:927] (2/8) Epoch 4, batch 18850, giga_loss[loss=0.21, simple_loss=0.2914, pruned_loss=0.06429, over 12414.00 frames. utt_duration=904 frames, utt_pad_proportion=0.03108, over 55.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3003, pruned_loss=0.06996, over 2477474.02 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07165, over 24710.37 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.329, pruned_loss=0.09439, over 2467756.29 frames. utt_duration=1230 frames, utt_pad_proportion=0.06566, over 8031.89 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.298, pruned_loss=0.06746, over 2478270.94 frames. utt_duration=375 frames, utt_pad_proportion=0.07089, over 26518.83 utterances.], batch size: 55, lr: 6.65e-04
2022-08-22 10:40:02,555 INFO [train.py:927] (2/8) Epoch 4, batch 18900, giga_loss[loss=0.247, simple_loss=0.3324, pruned_loss=0.08081, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.301, pruned_loss=0.06933, over 2477256.87 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07328, over 25219.86 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3286, pruned_loss=0.09423, over 2467472.75 frames. utt_duration=1235 frames, utt_pad_proportion=0.06445, over 7999.37 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.299, pruned_loss=0.06696, over 2478356.16 frames. utt_duration=367.6 frames, utt_pad_proportion=0.0729, over 27054.56 utterances.], batch size: 85, lr: 6.65e-04
2022-08-22 10:41:59,445 INFO [train.py:927] (2/8) Epoch 4, batch 18950, giga_loss[loss=0.2382, simple_loss=0.3151, pruned_loss=0.08063, over 12394.00 frames. utt_duration=195 frames, utt_pad_proportion=0.0974, over 256.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3021, pruned_loss=0.0698, over 2477022.02 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07655, over 26271.19 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.328, pruned_loss=0.09394, over 2467029.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06373, over 7969.67 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3005, pruned_loss=0.06774, over 2478460.20 frames. utt_duration=354.5 frames, utt_pad_proportion=0.07628, over 28062.04 utterances.], batch size: 256, lr: 6.65e-04
2022-08-22 10:43:59,369 INFO [train.py:927] (2/8) Epoch 4, batch 19000, giga_loss[loss=0.2318, simple_loss=0.3131, pruned_loss=0.07529, over 12408.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.0402, over 133.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3014, pruned_loss=0.06891, over 2477296.95 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07075, over 25395.53 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3281, pruned_loss=0.09412, over 2467271.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06295, over 7958.18 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2997, pruned_loss=0.06682, over 2478353.31 frames. utt_duration=367.6 frames, utt_pad_proportion=0.0711, over 27053.60 utterances.], batch size: 133, lr: 6.65e-04
2022-08-22 10:45:59,693 INFO [train.py:927] (2/8) Epoch 4, batch 19050, giga_loss[loss=0.2171, simple_loss=0.3038, pruned_loss=0.06517, over 12386.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2997, pruned_loss=0.06828, over 2477380.29 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07008, over 25142.56 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3281, pruned_loss=0.09431, over 2467560.64 frames. utt_duration=1244 frames, utt_pad_proportion=0.062, over 7944.15 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2979, pruned_loss=0.06601, over 2478156.35 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07067, over 26769.43 utterances.], batch size: 161, lr: 6.64e-04
2022-08-22 10:48:06,208 INFO [train.py:927] (2/8) Epoch 4, batch 19100, giga_loss[loss=0.2034, simple_loss=0.2853, pruned_loss=0.06075, over 12342.00 frames. utt_duration=626.2 frames, utt_pad_proportion=0.02469, over 79.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3025, pruned_loss=0.06952, over 2477207.25 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07042, over 25262.27 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3281, pruned_loss=0.09421, over 2467500.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.06584, over 7995.08 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3005, pruned_loss=0.06721, over 2478090.18 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06984, over 26909.40 utterances.], batch size: 79, lr: 6.64e-04
2022-08-22 10:50:03,021 INFO [train.py:927] (2/8) Epoch 4, batch 19150, libri_loss[loss=0.297, simple_loss=0.3714, pruned_loss=0.1113, over 12450.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.00997, over 39.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3045, pruned_loss=0.07082, over 2478031.89 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06875, over 25357.86 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3281, pruned_loss=0.09419, over 2467673.14 frames. utt_duration=1236 frames, utt_pad_proportion=0.06534, over 7995.09 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3025, pruned_loss=0.06867, over 2478697.15 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06853, over 26893.43 utterances.], batch size: 39, lr: 6.64e-04
2022-08-22 10:52:08,551 INFO [train.py:927] (2/8) Epoch 4, batch 19200, giga_loss[loss=0.2399, simple_loss=0.3152, pruned_loss=0.08235, over 12419.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09982, over 257.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3065, pruned_loss=0.07123, over 2477552.92 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07122, over 25745.29 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3279, pruned_loss=0.09388, over 2467714.74 frames. utt_duration=1239 frames, utt_pad_proportion=0.06462, over 7976.26 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3048, pruned_loss=0.0695, over 2478188.98 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07114, over 27219.21 utterances.], batch size: 257, lr: 6.64e-04
2022-08-22 10:54:24,466 INFO [train.py:927] (2/8) Epoch 4, batch 19250, giga_loss[loss=0.2188, simple_loss=0.3036, pruned_loss=0.06702, over 12428.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05704, over 182.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07179, over 2477529.52 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06836, over 25191.95 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3284, pruned_loss=0.09406, over 2467709.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.06737, over 8046.40 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3046, pruned_loss=0.06965, over 2478303.73 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06774, over 26775.26 utterances.], batch size: 182, lr: 6.64e-04
2022-08-22 10:56:23,688 INFO [train.py:927] (2/8) Epoch 4, batch 19300, giga_loss[loss=0.2707, simple_loss=0.331, pruned_loss=0.1052, over 12390.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.0982, over 256.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3063, pruned_loss=0.07171, over 2477577.76 frames. utt_duration=391 frames, utt_pad_proportion=0.06791, over 25421.56 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3287, pruned_loss=0.09429, over 2467694.20 frames. utt_duration=1231 frames, utt_pad_proportion=0.06636, over 8025.58 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3038, pruned_loss=0.06944, over 2478384.18 frames. utt_duration=368.6 frames, utt_pad_proportion=0.0677, over 26982.24 utterances.], batch size: 256, lr: 6.64e-04
2022-08-22 10:58:27,348 INFO [train.py:927] (2/8) Epoch 4, batch 19350, libri_loss[loss=0.1855, simple_loss=0.2655, pruned_loss=0.05273, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.00626, over 31.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3056, pruned_loss=0.07272, over 2477358.52 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07188, over 25134.76 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3281, pruned_loss=0.09421, over 2467979.85 frames. utt_duration=1215 frames, utt_pad_proportion=0.07264, over 8132.47 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3029, pruned_loss=0.06979, over 2478300.96 frames. utt_duration=364.5 frames, utt_pad_proportion=0.06996, over 27283.96 utterances.], batch size: 31, lr: 6.63e-04
2022-08-22 11:00:26,874 INFO [train.py:927] (2/8) Epoch 4, batch 19400, giga_loss[loss=0.1901, simple_loss=0.2833, pruned_loss=0.04851, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02724, over 48.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3045, pruned_loss=0.07137, over 2477370.13 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07283, over 24988.82 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3281, pruned_loss=0.09432, over 2468018.07 frames. utt_duration=1206 frames, utt_pad_proportion=0.07634, over 8197.41 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3019, pruned_loss=0.06839, over 2478326.78 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07011, over 27046.18 utterances.], batch size: 48, lr: 6.63e-04
2022-08-22 11:02:20,408 INFO [train.py:927] (2/8) Epoch 4, batch 19450, giga_loss[loss=0.2098, simple_loss=0.3069, pruned_loss=0.05636, over 12331.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.02908, over 66.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3061, pruned_loss=0.07036, over 2477256.69 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06791, over 23927.77 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3281, pruned_loss=0.09409, over 2467988.38 frames. utt_duration=1203 frames, utt_pad_proportion=0.07586, over 8219.34 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3034, pruned_loss=0.06765, over 2478259.41 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06607, over 25915.30 utterances.], batch size: 66, lr: 6.63e-04
2022-08-22 11:04:26,282 INFO [train.py:927] (2/8) Epoch 4, batch 19500, libri_loss[loss=0.2794, simple_loss=0.3467, pruned_loss=0.1061, over 12222.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006013, over 31.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3067, pruned_loss=0.07027, over 2477565.45 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07005, over 24815.28 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3284, pruned_loss=0.09421, over 2467901.49 frames. utt_duration=1204 frames, utt_pad_proportion=0.07506, over 8209.08 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.304, pruned_loss=0.06767, over 2478581.43 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06872, over 26630.40 utterances.], batch size: 31, lr: 6.63e-04
2022-08-22 11:06:41,121 INFO [train.py:927] (2/8) Epoch 4, batch 19550, giga_loss[loss=0.2296, simple_loss=0.3168, pruned_loss=0.07119, over 12380.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02829, over 91.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3071, pruned_loss=0.07035, over 2477370.82 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06843, over 24834.87 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3285, pruned_loss=0.09436, over 2468112.89 frames. utt_duration=1197 frames, utt_pad_proportion=0.07733, over 8260.52 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3042, pruned_loss=0.0674, over 2478279.53 frames. utt_duration=371.8 frames, utt_pad_proportion=0.06678, over 26750.85 utterances.], batch size: 91, lr: 6.63e-04
2022-08-22 11:08:52,413 INFO [train.py:927] (2/8) Epoch 4, batch 19600, giga_loss[loss=0.2697, simple_loss=0.3422, pruned_loss=0.09866, over 12395.00 frames. utt_duration=196.3 frames, utt_pad_proportion=0.09126, over 254.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3065, pruned_loss=0.06929, over 2477243.07 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07062, over 24967.61 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.328, pruned_loss=0.0941, over 2468194.88 frames. utt_duration=1201 frames, utt_pad_proportion=0.07623, over 8228.51 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3043, pruned_loss=0.06675, over 2478047.07 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06942, over 26793.90 utterances.], batch size: 254, lr: 6.63e-04
2022-08-22 11:11:08,227 INFO [train.py:927] (2/8) Epoch 4, batch 19650, giga_loss[loss=0.1867, simple_loss=0.2802, pruned_loss=0.04664, over 12414.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03045, over 75.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3079, pruned_loss=0.06919, over 2477445.47 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06883, over 24112.85 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3285, pruned_loss=0.09409, over 2468182.47 frames. utt_duration=1207 frames, utt_pad_proportion=0.0752, over 8188.27 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3053, pruned_loss=0.06671, over 2478234.23 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06821, over 25886.62 utterances.], batch size: 75, lr: 6.62e-04
2022-08-22 11:13:22,922 INFO [train.py:927] (2/8) Epoch 4, batch 19700, libri_loss[loss=0.2426, simple_loss=0.3111, pruned_loss=0.08702, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005824, over 33.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3063, pruned_loss=0.06941, over 2476842.34 frames. utt_duration=434.6 frames, utt_pad_proportion=0.06629, over 22857.37 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3282, pruned_loss=0.09412, over 2467834.35 frames. utt_duration=1200 frames, utt_pad_proportion=0.07682, over 8236.80 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3035, pruned_loss=0.06637, over 2478181.74 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06534, over 24876.44 utterances.], batch size: 33, lr: 6.62e-04
2022-08-22 11:15:24,220 INFO [train.py:927] (2/8) Epoch 4, batch 19750, giga_loss[loss=0.2497, simple_loss=0.3276, pruned_loss=0.08589, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03757, over 113.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.304, pruned_loss=0.06712, over 2476863.13 frames. utt_duration=450.6 frames, utt_pad_proportion=0.06153, over 22042.99 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3279, pruned_loss=0.0939, over 2467642.28 frames. utt_duration=1204 frames, utt_pad_proportion=0.07571, over 8207.30 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3017, pruned_loss=0.06447, over 2478260.76 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06137, over 23924.42 utterances.], batch size: 113, lr: 6.62e-04
2022-08-22 11:17:23,409 INFO [train.py:927] (2/8) Epoch 4, batch 19800, giga_loss[loss=0.2186, simple_loss=0.3068, pruned_loss=0.06522, over 12393.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05957, over 182.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3063, pruned_loss=0.06853, over 2476921.43 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06311, over 22822.87 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3278, pruned_loss=0.09403, over 2467669.57 frames. utt_duration=1197 frames, utt_pad_proportion=0.0787, over 8258.51 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3041, pruned_loss=0.06583, over 2478166.87 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06184, over 24536.53 utterances.], batch size: 182, lr: 6.62e-04
2022-08-22 11:19:13,339 INFO [train.py:927] (2/8) Epoch 4, batch 19850, giga_loss[loss=0.1959, simple_loss=0.2632, pruned_loss=0.06433, over 12364.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1729, over 355.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3051, pruned_loss=0.06835, over 2476814.19 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06619, over 23288.25 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3285, pruned_loss=0.09417, over 2467411.91 frames. utt_duration=1197 frames, utt_pad_proportion=0.07765, over 8255.86 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3022, pruned_loss=0.06538, over 2478301.52 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06514, over 25055.75 utterances.], batch size: 355, lr: 6.62e-04
2022-08-22 11:21:04,351 INFO [train.py:927] (2/8) Epoch 4, batch 19900, giga_loss[loss=0.2486, simple_loss=0.3261, pruned_loss=0.08556, over 12369.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04255, over 133.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3057, pruned_loss=0.06963, over 2476641.23 frames. utt_duration=403.3 frames, utt_pad_proportion=0.0708, over 24641.12 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3282, pruned_loss=0.09399, over 2467103.26 frames. utt_duration=1201 frames, utt_pad_proportion=0.07649, over 8225.96 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3032, pruned_loss=0.06696, over 2478309.45 frames. utt_duration=377 frames, utt_pad_proportion=0.07003, over 26382.26 utterances.], batch size: 133, lr: 6.62e-04
2022-08-22 11:22:48,691 INFO [train.py:927] (2/8) Epoch 4, batch 19950, giga_loss[loss=0.2862, simple_loss=0.3608, pruned_loss=0.1058, over 12369.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.048, over 31.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3159, pruned_loss=0.0763, over 2475994.27 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07114, over 23752.20 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3285, pruned_loss=0.09437, over 2467125.38 frames. utt_duration=1191 frames, utt_pad_proportion=0.07983, over 8295.60 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3133, pruned_loss=0.07334, over 2477497.15 frames. utt_duration=391 frames, utt_pad_proportion=0.0693, over 25423.48 utterances.], batch size: 31, lr: 6.61e-04
2022-08-22 11:24:31,572 INFO [train.py:927] (2/8) Epoch 4, batch 20000, libri_loss[loss=0.2271, simple_loss=0.3056, pruned_loss=0.07429, over 12468.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004586, over 35.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3149, pruned_loss=0.07693, over 2476482.43 frames. utt_duration=453.3 frames, utt_pad_proportion=0.06726, over 21914.61 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3277, pruned_loss=0.09408, over 2467653.77 frames. utt_duration=1198 frames, utt_pad_proportion=0.07787, over 8252.80 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.313, pruned_loss=0.07426, over 2477505.41 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06646, over 23764.64 utterances.], batch size: 35, lr: 6.61e-04
2022-08-22 11:26:12,119 INFO [train.py:927] (2/8) Epoch 4, batch 20050, libri_loss[loss=0.1986, simple_loss=0.2836, pruned_loss=0.05683, over 12442.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.008755, over 29.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3089, pruned_loss=0.07455, over 2475614.33 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06462, over 20636.41 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3271, pruned_loss=0.09355, over 2467836.57 frames. utt_duration=1204 frames, utt_pad_proportion=0.07648, over 8208.89 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3076, pruned_loss=0.0725, over 2476452.05 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06452, over 22444.74 utterances.], batch size: 29, lr: 6.61e-04
2022-08-22 11:27:54,149 INFO [train.py:927] (2/8) Epoch 4, batch 20100, giga_loss[loss=0.2039, simple_loss=0.262, pruned_loss=0.07292, over 12336.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.187, over 363.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3009, pruned_loss=0.07113, over 2474873.98 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06321, over 19590.76 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3277, pruned_loss=0.09357, over 2467999.64 frames. utt_duration=1206 frames, utt_pad_proportion=0.07591, over 8192.85 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2991, pruned_loss=0.06929, over 2475459.71 frames. utt_duration=470 frames, utt_pad_proportion=0.06337, over 21127.62 utterances.], batch size: 363, lr: 6.61e-04
2022-08-22 11:29:34,466 INFO [train.py:927] (2/8) Epoch 4, batch 20150, giga_loss[loss=0.1881, simple_loss=0.2653, pruned_loss=0.05538, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2945, pruned_loss=0.06865, over 2475232.97 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06142, over 19036.51 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3272, pruned_loss=0.09357, over 2468224.11 frames. utt_duration=1210 frames, utt_pad_proportion=0.07478, over 8168.91 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2926, pruned_loss=0.06645, over 2475738.70 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06195, over 20657.68 utterances.], batch size: 97, lr: 6.61e-04
2022-08-22 11:31:19,158 INFO [train.py:927] (2/8) Epoch 4, batch 20200, giga_loss[loss=0.2101, simple_loss=0.2771, pruned_loss=0.07156, over 12387.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02967, over 58.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2886, pruned_loss=0.06655, over 2474571.20 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06233, over 19579.61 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3274, pruned_loss=0.0936, over 2468131.99 frames. utt_duration=1211 frames, utt_pad_proportion=0.07449, over 8162.07 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2868, pruned_loss=0.06468, over 2475082.87 frames. utt_duration=475 frames, utt_pad_proportion=0.06277, over 20906.11 utterances.], batch size: 58, lr: 6.61e-04
2022-08-22 11:32:59,838 INFO [train.py:927] (2/8) Epoch 4, batch 20250, libri_loss[loss=0.2421, simple_loss=0.3117, pruned_loss=0.08624, over 12448.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006081, over 35.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2861, pruned_loss=0.06637, over 2474796.50 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06683, over 19795.54 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3273, pruned_loss=0.09344, over 2468466.48 frames. utt_duration=1201 frames, utt_pad_proportion=0.0772, over 8228.97 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2831, pruned_loss=0.06396, over 2475112.20 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06575, over 21246.91 utterances.], batch size: 35, lr: 6.60e-04
2022-08-22 11:34:42,108 INFO [train.py:927] (2/8) Epoch 4, batch 20300, giga_loss[loss=0.2268, simple_loss=0.2901, pruned_loss=0.08175, over 12403.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2813, pruned_loss=0.06429, over 2474646.50 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06583, over 20330.08 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3269, pruned_loss=0.09323, over 2468354.91 frames. utt_duration=1205 frames, utt_pad_proportion=0.07639, over 8202.69 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2787, pruned_loss=0.06222, over 2475066.81 frames. utt_duration=458.9 frames, utt_pad_proportion=0.06525, over 21640.26 utterances.], batch size: 259, lr: 6.60e-04
2022-08-22 11:36:23,563 INFO [train.py:927] (2/8) Epoch 4, batch 20350, giga_loss[loss=0.1524, simple_loss=0.2281, pruned_loss=0.03832, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04431, over 26.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.276, pruned_loss=0.06144, over 2474198.90 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06591, over 20131.98 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3269, pruned_loss=0.09325, over 2468109.45 frames. utt_duration=1207 frames, utt_pad_proportion=0.07581, over 8188.71 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2736, pruned_loss=0.05952, over 2474784.34 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06561, over 21279.56 utterances.], batch size: 26, lr: 6.60e-04
2022-08-22 11:38:06,607 INFO [train.py:927] (2/8) Epoch 4, batch 20400, giga_loss[loss=0.2432, simple_loss=0.325, pruned_loss=0.08072, over 12373.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.026, over 48.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2799, pruned_loss=0.06424, over 2474701.49 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06894, over 20047.15 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3268, pruned_loss=0.09331, over 2468276.70 frames. utt_duration=1210 frames, utt_pad_proportion=0.07473, over 8170.15 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2772, pruned_loss=0.0621, over 2475130.09 frames. utt_duration=469 frames, utt_pad_proportion=0.06884, over 21175.85 utterances.], batch size: 48, lr: 6.60e-04
2022-08-22 11:39:50,650 INFO [train.py:927] (2/8) Epoch 4, batch 20450, giga_loss[loss=0.3029, simple_loss=0.3771, pruned_loss=0.1143, over 12362.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03441, over 104.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2923, pruned_loss=0.07063, over 2474217.26 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07085, over 20028.58 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.327, pruned_loss=0.0933, over 2468223.46 frames. utt_duration=1201 frames, utt_pad_proportion=0.07814, over 8230.52 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2896, pruned_loss=0.06872, over 2474657.29 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06941, over 20966.84 utterances.], batch size: 104, lr: 6.60e-04
2022-08-22 11:41:33,354 INFO [train.py:927] (2/8) Epoch 4, batch 20500, giga_loss[loss=0.2187, simple_loss=0.3115, pruned_loss=0.06298, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02669, over 66.00 utterances.], tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07301, over 2473621.91 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07018, over 19733.54 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3272, pruned_loss=0.0931, over 2468287.03 frames. utt_duration=1204 frames, utt_pad_proportion=0.07694, over 8210.06 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2969, pruned_loss=0.07118, over 2474048.82 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06941, over 20751.30 utterances.], batch size: 66, lr: 6.60e-04
2022-08-22 11:43:16,398 INFO [train.py:927] (2/8) Epoch 4, batch 20550, giga_loss[loss=0.2567, simple_loss=0.3322, pruned_loss=0.09056, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.304, pruned_loss=0.07479, over 2473627.21 frames. utt_duration=489.9 frames, utt_pad_proportion=0.0741, over 20257.39 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3268, pruned_loss=0.09309, over 2468032.04 frames. utt_duration=1210 frames, utt_pad_proportion=0.07526, over 8168.28 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.07281, over 2474361.30 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07388, over 21433.85 utterances.], batch size: 183, lr: 6.59e-04
2022-08-22 11:44:56,029 INFO [train.py:927] (2/8) Epoch 4, batch 20600, giga_loss[loss=0.2614, simple_loss=0.3438, pruned_loss=0.08952, over 12364.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04051, over 145.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3083, pruned_loss=0.07793, over 2473828.95 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07076, over 19826.45 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3261, pruned_loss=0.09297, over 2467627.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.07283, over 8096.17 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3059, pruned_loss=0.07572, over 2475015.10 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07159, over 21321.35 utterances.], batch size: 145, lr: 6.59e-04
2022-08-22 11:46:39,458 INFO [train.py:927] (2/8) Epoch 4, batch 20650, giga_loss[loss=0.2168, simple_loss=0.3123, pruned_loss=0.0606, over 12257.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02731, over 54.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3118, pruned_loss=0.07872, over 2473963.00 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06696, over 18969.08 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3262, pruned_loss=0.09308, over 2467611.77 frames. utt_duration=1220 frames, utt_pad_proportion=0.07232, over 8100.19 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3097, pruned_loss=0.07676, over 2474955.09 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06806, over 20242.41 utterances.], batch size: 54, lr: 6.59e-04
2022-08-22 11:48:20,628 INFO [train.py:927] (2/8) Epoch 4, batch 20700, giga_loss[loss=0.2438, simple_loss=0.3283, pruned_loss=0.0797, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04336, over 146.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3163, pruned_loss=0.0797, over 2473854.47 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06383, over 17882.70 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3272, pruned_loss=0.09353, over 2467875.29 frames. utt_duration=1209 frames, utt_pad_proportion=0.0761, over 8172.92 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3135, pruned_loss=0.07755, over 2474479.09 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06341, over 18964.43 utterances.], batch size: 146, lr: 6.59e-04
2022-08-22 11:50:03,845 INFO [train.py:927] (2/8) Epoch 4, batch 20750, giga_loss[loss=0.2171, simple_loss=0.3044, pruned_loss=0.06486, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03156, over 48.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3167, pruned_loss=0.07837, over 2473606.20 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06361, over 17243.20 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.327, pruned_loss=0.09357, over 2467768.18 frames. utt_duration=1213 frames, utt_pad_proportion=0.07435, over 8145.02 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3143, pruned_loss=0.07623, over 2474351.52 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06389, over 18395.33 utterances.], batch size: 48, lr: 6.59e-04
2022-08-22 11:51:47,232 INFO [train.py:927] (2/8) Epoch 4, batch 20800, giga_loss[loss=0.2201, simple_loss=0.3073, pruned_loss=0.06645, over 12360.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02891, over 66.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3157, pruned_loss=0.07704, over 2473533.93 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06112, over 16364.08 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3265, pruned_loss=0.09336, over 2467702.03 frames. utt_duration=1208 frames, utt_pad_proportion=0.077, over 8184.33 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.314, pruned_loss=0.07505, over 2474342.83 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06002, over 17491.46 utterances.], batch size: 66, lr: 6.59e-04
2022-08-22 11:53:31,373 INFO [train.py:927] (2/8) Epoch 4, batch 20850, giga_loss[loss=0.2972, simple_loss=0.3577, pruned_loss=0.1184, over 12409.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03408, over 80.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.318, pruned_loss=0.08028, over 2473387.72 frames. utt_duration=602.5 frames, utt_pad_proportion=0.0617, over 16461.12 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3262, pruned_loss=0.09326, over 2467897.75 frames. utt_duration=1202 frames, utt_pad_proportion=0.07948, over 8222.31 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3167, pruned_loss=0.07846, over 2473995.76 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05964, over 17512.16 utterances.], batch size: 80, lr: 6.58e-04
2022-08-22 11:55:13,529 INFO [train.py:927] (2/8) Epoch 4, batch 20900, giga_loss[loss=0.2318, simple_loss=0.3056, pruned_loss=0.07904, over 12213.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04011, over 28.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08177, over 2472203.09 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06207, over 16006.93 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3255, pruned_loss=0.09322, over 2468008.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.0766, over 8166.71 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3172, pruned_loss=0.07975, over 2472846.26 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06122, over 17264.94 utterances.], batch size: 28, lr: 6.58e-04
2022-08-22 11:56:57,772 INFO [train.py:927] (2/8) Epoch 4, batch 20950, giga_loss[loss=0.2713, simple_loss=0.343, pruned_loss=0.09982, over 12346.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04022, over 113.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08317, over 2472724.34 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05796, over 15667.42 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3249, pruned_loss=0.0932, over 2468082.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.07438, over 8109.15 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3179, pruned_loss=0.08117, over 2473325.65 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05826, over 16995.80 utterances.], batch size: 113, lr: 6.58e-04
2022-08-22 11:58:43,466 INFO [train.py:927] (2/8) Epoch 4, batch 21000, giga_loss[loss=0.1919, simple_loss=0.2911, pruned_loss=0.04638, over 12402.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02968, over 62.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.0819, over 2473046.50 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06256, over 16068.40 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3243, pruned_loss=0.0927, over 2468303.52 frames. utt_duration=1223 frames, utt_pad_proportion=0.07308, over 8081.16 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3171, pruned_loss=0.08046, over 2473442.54 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06287, over 17361.10 utterances.], batch size: 62, lr: 6.58e-04
2022-08-22 11:58:43,469 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 11:59:00,749 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.1917, simple_loss=0.3005, pruned_loss=0.04148, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 12:00:43,208 INFO [train.py:927] (2/8) Epoch 4, batch 21050, giga_loss[loss=0.2156, simple_loss=0.2913, pruned_loss=0.06996, over 12375.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03947, over 145.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.08056, over 2473975.09 frames. utt_duration=605.8 frames, utt_pad_proportion=0.06167, over 16374.71 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3249, pruned_loss=0.09311, over 2468574.05 frames. utt_duration=1208 frames, utt_pad_proportion=0.07725, over 8183.46 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.314, pruned_loss=0.07882, over 2474142.14 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05987, over 17451.01 utterances.], batch size: 145, lr: 6.58e-04
2022-08-22 12:02:27,521 INFO [train.py:927] (2/8) Epoch 4, batch 21100, giga_loss[loss=0.2233, simple_loss=0.2982, pruned_loss=0.07419, over 12366.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3111, pruned_loss=0.08014, over 2473712.73 frames. utt_duration=555.3 frames, utt_pad_proportion=0.07376, over 17866.06 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.325, pruned_loss=0.09364, over 2468817.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.07957, over 8207.18 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3099, pruned_loss=0.0778, over 2473810.08 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07066, over 19001.94 utterances.], batch size: 133, lr: 6.58e-04
2022-08-22 12:04:11,256 INFO [train.py:927] (2/8) Epoch 4, batch 21150, giga_loss[loss=0.2458, simple_loss=0.3122, pruned_loss=0.08968, over 12282.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02671, over 54.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3094, pruned_loss=0.07862, over 2474237.44 frames. utt_duration=552.9 frames, utt_pad_proportion=0.07017, over 17948.86 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3255, pruned_loss=0.09377, over 2468895.62 frames. utt_duration=1205 frames, utt_pad_proportion=0.07893, over 8205.11 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.308, pruned_loss=0.07655, over 2474286.67 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06812, over 18935.07 utterances.], batch size: 54, lr: 6.57e-04
2022-08-22 12:05:49,203 INFO [train.py:927] (2/8) Epoch 4, batch 21200, libri_loss[loss=0.2495, simple_loss=0.3241, pruned_loss=0.08744, over 12363.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01576, over 41.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.307, pruned_loss=0.07784, over 2474627.84 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06778, over 17424.83 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3256, pruned_loss=0.09394, over 2469139.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.08097, over 8259.00 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3054, pruned_loss=0.07561, over 2474591.81 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06528, over 18430.84 utterances.], batch size: 41, lr: 6.57e-04
2022-08-22 12:07:30,658 INFO [train.py:927] (2/8) Epoch 4, batch 21250, giga_loss[loss=0.2108, simple_loss=0.2888, pruned_loss=0.06643, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03385, over 85.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3033, pruned_loss=0.07627, over 2474429.46 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06358, over 16885.07 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3255, pruned_loss=0.094, over 2469022.57 frames. utt_duration=1201 frames, utt_pad_proportion=0.08013, over 8232.26 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3017, pruned_loss=0.0742, over 2474579.48 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06202, over 17827.02 utterances.], batch size: 85, lr: 6.57e-04
2022-08-22 12:09:11,272 INFO [train.py:927] (2/8) Epoch 4, batch 21300, libri_loss[loss=0.2521, simple_loss=0.3197, pruned_loss=0.09224, over 12186.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008272, over 30.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3, pruned_loss=0.0752, over 2473651.05 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05874, over 15939.98 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3251, pruned_loss=0.09384, over 2468536.94 frames. utt_duration=1207 frames, utt_pad_proportion=0.07855, over 8187.75 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.2985, pruned_loss=0.0732, over 2474356.29 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05816, over 16955.83 utterances.], batch size: 30, lr: 6.57e-04
2022-08-22 12:10:50,986 INFO [train.py:927] (2/8) Epoch 4, batch 21350, giga_loss[loss=0.2003, simple_loss=0.2788, pruned_loss=0.06095, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03506, over 105.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.2962, pruned_loss=0.07345, over 2473514.91 frames. utt_duration=625.7 frames, utt_pad_proportion=0.05769, over 15851.92 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3252, pruned_loss=0.0939, over 2468658.64 frames. utt_duration=1208 frames, utt_pad_proportion=0.07793, over 8182.87 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2947, pruned_loss=0.07167, over 2474009.67 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05747, over 16722.77 utterances.], batch size: 105, lr: 6.57e-04
2022-08-22 12:12:31,846 INFO [train.py:927] (2/8) Epoch 4, batch 21400, giga_loss[loss=0.2065, simple_loss=0.277, pruned_loss=0.06802, over 12458.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03381, over 40.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2946, pruned_loss=0.07291, over 2472474.61 frames. utt_duration=624.7 frames, utt_pad_proportion=0.06009, over 15868.70 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3256, pruned_loss=0.09403, over 2468221.17 frames. utt_duration=1205 frames, utt_pad_proportion=0.07987, over 8204.75 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2924, pruned_loss=0.07085, over 2473367.73 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05873, over 16752.55 utterances.], batch size: 40, lr: 6.57e-04
2022-08-22 12:14:16,584 INFO [train.py:927] (2/8) Epoch 4, batch 21450, giga_loss[loss=0.2137, simple_loss=0.2932, pruned_loss=0.06712, over 12372.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2941, pruned_loss=0.07244, over 2472174.75 frames. utt_duration=622.1 frames, utt_pad_proportion=0.06057, over 15933.81 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3256, pruned_loss=0.09406, over 2468450.21 frames. utt_duration=1206 frames, utt_pad_proportion=0.07896, over 8194.69 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2919, pruned_loss=0.07048, over 2472725.18 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05976, over 16743.71 utterances.], batch size: 48, lr: 6.56e-04
2022-08-22 12:16:00,127 INFO [train.py:927] (2/8) Epoch 4, batch 21500, giga_loss[loss=0.2624, simple_loss=0.3323, pruned_loss=0.09626, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03342, over 80.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.2994, pruned_loss=0.07594, over 2472304.17 frames. utt_duration=606.7 frames, utt_pad_proportion=0.06277, over 16339.08 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3254, pruned_loss=0.09404, over 2468170.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.0775, over 8177.16 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.297, pruned_loss=0.07385, over 2473109.74 frames. utt_duration=576 frames, utt_pad_proportion=0.06244, over 17217.85 utterances.], batch size: 80, lr: 6.56e-04
2022-08-22 12:17:48,020 INFO [train.py:927] (2/8) Epoch 4, batch 21550, giga_loss[loss=0.3244, simple_loss=0.3716, pruned_loss=0.1385, over 12388.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3053, pruned_loss=0.07924, over 2472678.56 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06545, over 16935.87 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3255, pruned_loss=0.09409, over 2468219.93 frames. utt_duration=1210 frames, utt_pad_proportion=0.07657, over 8169.80 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3029, pruned_loss=0.07724, over 2473345.63 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06536, over 17795.72 utterances.], batch size: 257, lr: 6.56e-04
2022-08-22 12:19:31,202 INFO [train.py:927] (2/8) Epoch 4, batch 21600, giga_loss[loss=0.2366, simple_loss=0.3133, pruned_loss=0.07994, over 12422.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04331, over 26.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3116, pruned_loss=0.08175, over 2473935.10 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06449, over 17216.78 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3254, pruned_loss=0.09398, over 2468604.06 frames. utt_duration=1214 frames, utt_pad_proportion=0.07513, over 8144.22 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3092, pruned_loss=0.07987, over 2474263.03 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06493, over 18168.90 utterances.], batch size: 26, lr: 6.56e-04
2022-08-22 12:21:12,729 INFO [train.py:927] (2/8) Epoch 4, batch 21650, giga_loss[loss=0.2022, simple_loss=0.2926, pruned_loss=0.05587, over 12447.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3176, pruned_loss=0.0842, over 2473336.33 frames. utt_duration=565.5 frames, utt_pad_proportion=0.0599, over 17541.42 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3255, pruned_loss=0.09374, over 2468262.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.07351, over 8099.29 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3154, pruned_loss=0.08265, over 2474079.41 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06098, over 18606.55 utterances.], batch size: 134, lr: 6.56e-04
2022-08-22 12:22:54,072 INFO [train.py:927] (2/8) Epoch 4, batch 21700, giga_loss[loss=0.2266, simple_loss=0.2942, pruned_loss=0.07944, over 12366.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 367.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3155, pruned_loss=0.08241, over 2473817.27 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06332, over 18260.40 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3252, pruned_loss=0.09362, over 2468700.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.07164, over 8067.46 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3138, pruned_loss=0.08092, over 2474179.63 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0645, over 19447.20 utterances.], batch size: 367, lr: 6.56e-04
2022-08-22 12:24:36,957 INFO [train.py:927] (2/8) Epoch 4, batch 21750, giga_loss[loss=0.2387, simple_loss=0.3203, pruned_loss=0.0785, over 12478.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02906, over 55.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3146, pruned_loss=0.08123, over 2473511.26 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05957, over 17646.12 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3249, pruned_loss=0.09354, over 2468585.09 frames. utt_duration=1228 frames, utt_pad_proportion=0.07044, over 8049.85 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3131, pruned_loss=0.07972, over 2474049.77 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06109, over 18930.83 utterances.], batch size: 55, lr: 6.55e-04
2022-08-22 12:26:23,214 INFO [train.py:927] (2/8) Epoch 4, batch 21800, giga_loss[loss=0.2397, simple_loss=0.327, pruned_loss=0.07622, over 12386.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3174, pruned_loss=0.08296, over 2473502.71 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06492, over 18483.38 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.325, pruned_loss=0.09359, over 2468559.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.07432, over 8127.31 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.316, pruned_loss=0.08158, over 2474004.68 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06446, over 19562.94 utterances.], batch size: 58, lr: 6.55e-04
2022-08-22 12:28:05,137 INFO [train.py:927] (2/8) Epoch 4, batch 21850, giga_loss[loss=0.2855, simple_loss=0.3534, pruned_loss=0.1089, over 12415.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02859, over 62.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08457, over 2473586.09 frames. utt_duration=551.4 frames, utt_pad_proportion=0.0614, over 17993.85 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3249, pruned_loss=0.09346, over 2468519.95 frames. utt_duration=1222 frames, utt_pad_proportion=0.07342, over 8091.98 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08343, over 2474127.34 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06149, over 19080.34 utterances.], batch size: 62, lr: 6.55e-04
2022-08-22 12:29:49,415 INFO [train.py:927] (2/8) Epoch 4, batch 21900, giga_loss[loss=0.2506, simple_loss=0.323, pruned_loss=0.0891, over 12400.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02877, over 58.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3193, pruned_loss=0.0846, over 2473073.28 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06262, over 17539.48 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.325, pruned_loss=0.09356, over 2468612.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.0775, over 8163.11 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08352, over 2473460.89 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06086, over 18410.86 utterances.], batch size: 58, lr: 6.55e-04
2022-08-22 12:31:29,848 INFO [train.py:927] (2/8) Epoch 4, batch 21950, giga_loss[loss=0.2523, simple_loss=0.3291, pruned_loss=0.08775, over 12385.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.0429, over 26.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3202, pruned_loss=0.08402, over 2472472.16 frames. utt_duration=603 frames, utt_pad_proportion=0.05826, over 16441.40 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3251, pruned_loss=0.09344, over 2468471.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.07562, over 8119.92 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3191, pruned_loss=0.08295, over 2473031.62 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05757, over 17466.40 utterances.], batch size: 26, lr: 6.55e-04
2022-08-22 12:33:12,602 INFO [train.py:927] (2/8) Epoch 4, batch 22000, giga_loss[loss=0.2528, simple_loss=0.3292, pruned_loss=0.08817, over 12440.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03797, over 123.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.321, pruned_loss=0.08393, over 2473089.82 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05812, over 16289.58 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3251, pruned_loss=0.09345, over 2468595.73 frames. utt_duration=1218 frames, utt_pad_proportion=0.07494, over 8116.84 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.32, pruned_loss=0.08287, over 2473533.42 frames. utt_duration=573.7 frames, utt_pad_proportion=0.0577, over 17291.01 utterances.], batch size: 123, lr: 6.55e-04
2022-08-22 12:34:55,721 INFO [train.py:927] (2/8) Epoch 4, batch 22050, giga_loss[loss=0.2661, simple_loss=0.3327, pruned_loss=0.0998, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.0402, over 133.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3203, pruned_loss=0.08401, over 2473790.27 frames. utt_duration=614.8 frames, utt_pad_proportion=0.05535, over 16134.57 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3255, pruned_loss=0.0938, over 2468689.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.07465, over 8135.08 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3192, pruned_loss=0.08277, over 2474119.62 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05514, over 17011.15 utterances.], batch size: 133, lr: 6.54e-04
2022-08-22 12:36:36,389 INFO [train.py:927] (2/8) Epoch 4, batch 22100, giga_loss[loss=0.2267, simple_loss=0.3042, pruned_loss=0.0746, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03021, over 45.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3212, pruned_loss=0.08521, over 2474175.30 frames. utt_duration=623.1 frames, utt_pad_proportion=0.0601, over 15920.48 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3262, pruned_loss=0.09441, over 2468960.06 frames. utt_duration=1195 frames, utt_pad_proportion=0.0816, over 8275.92 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3194, pruned_loss=0.0833, over 2474380.91 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05607, over 16785.61 utterances.], batch size: 45, lr: 6.54e-04
2022-08-22 12:38:16,411 INFO [train.py:927] (2/8) Epoch 4, batch 22150, giga_loss[loss=0.2108, simple_loss=0.2991, pruned_loss=0.06128, over 12375.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3204, pruned_loss=0.08441, over 2473226.08 frames. utt_duration=628.3 frames, utt_pad_proportion=0.06237, over 15782.33 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3258, pruned_loss=0.09422, over 2468834.85 frames. utt_duration=1201 frames, utt_pad_proportion=0.07983, over 8236.17 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3191, pruned_loss=0.08278, over 2473625.82 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05953, over 16711.17 utterances.], batch size: 62, lr: 6.54e-04
2022-08-22 12:39:58,512 INFO [train.py:927] (2/8) Epoch 4, batch 22200, giga_loss[loss=0.2633, simple_loss=0.3437, pruned_loss=0.09148, over 12451.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03472, over 123.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3194, pruned_loss=0.08324, over 2472820.66 frames. utt_duration=659.3 frames, utt_pad_proportion=0.05742, over 15036.70 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3256, pruned_loss=0.09416, over 2468442.63 frames. utt_duration=1207 frames, utt_pad_proportion=0.07808, over 8190.56 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3185, pruned_loss=0.08175, over 2473564.89 frames. utt_duration=619.7 frames, utt_pad_proportion=0.0559, over 16005.93 utterances.], batch size: 123, lr: 6.54e-04
2022-08-22 12:41:40,009 INFO [train.py:927] (2/8) Epoch 4, batch 22250, giga_loss[loss=0.2454, simple_loss=0.3246, pruned_loss=0.08311, over 12442.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04073, over 146.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3173, pruned_loss=0.08231, over 2472679.39 frames. utt_duration=658.3 frames, utt_pad_proportion=0.06083, over 15058.50 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3261, pruned_loss=0.0942, over 2468231.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.07633, over 8170.00 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.316, pruned_loss=0.0808, over 2473572.01 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05991, over 16028.04 utterances.], batch size: 146, lr: 6.54e-04
2022-08-22 12:43:22,637 INFO [train.py:927] (2/8) Epoch 4, batch 22300, giga_loss[loss=0.2422, simple_loss=0.3148, pruned_loss=0.08485, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.042, over 31.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3151, pruned_loss=0.08146, over 2472668.63 frames. utt_duration=662.4 frames, utt_pad_proportion=0.05715, over 14964.61 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3262, pruned_loss=0.0944, over 2468116.85 frames. utt_duration=1209 frames, utt_pad_proportion=0.07541, over 8174.32 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3137, pruned_loss=0.07972, over 2473621.24 frames. utt_duration=622.7 frames, utt_pad_proportion=0.05682, over 15928.63 utterances.], batch size: 31, lr: 6.54e-04
2022-08-22 12:45:03,616 INFO [train.py:927] (2/8) Epoch 4, batch 22350, giga_loss[loss=0.2039, simple_loss=0.2843, pruned_loss=0.06177, over 12376.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3134, pruned_loss=0.08063, over 2472702.16 frames. utt_duration=650.5 frames, utt_pad_proportion=0.05723, over 15240.15 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.326, pruned_loss=0.09419, over 2468597.33 frames. utt_duration=1211 frames, utt_pad_proportion=0.07391, over 8163.39 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3122, pruned_loss=0.07908, over 2473153.57 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05744, over 16213.02 utterances.], batch size: 58, lr: 6.53e-04
2022-08-22 12:46:46,203 INFO [train.py:927] (2/8) Epoch 4, batch 22400, giga_loss[loss=0.2037, simple_loss=0.2821, pruned_loss=0.06262, over 12399.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02574, over 66.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3097, pruned_loss=0.079, over 2473379.69 frames. utt_duration=642.1 frames, utt_pad_proportion=0.05667, over 15444.50 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3256, pruned_loss=0.09402, over 2468596.09 frames. utt_duration=1214 frames, utt_pad_proportion=0.07342, over 8143.81 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3089, pruned_loss=0.07781, over 2473760.49 frames. utt_duration=609 frames, utt_pad_proportion=0.05701, over 16288.82 utterances.], batch size: 66, lr: 6.53e-04
2022-08-22 12:48:26,622 INFO [train.py:927] (2/8) Epoch 4, batch 22450, libri_loss[loss=0.2602, simple_loss=0.3329, pruned_loss=0.09369, over 12243.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00574, over 34.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3079, pruned_loss=0.0784, over 2473238.77 frames. utt_duration=637.5 frames, utt_pad_proportion=0.0543, over 15555.55 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3259, pruned_loss=0.09406, over 2468621.43 frames. utt_duration=1216 frames, utt_pad_proportion=0.07195, over 8132.59 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3065, pruned_loss=0.07698, over 2473673.73 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05512, over 16445.93 utterances.], batch size: 34, lr: 6.53e-04
2022-08-22 12:50:06,712 INFO [train.py:927] (2/8) Epoch 4, batch 22500, giga_loss[loss=0.2189, simple_loss=0.2994, pruned_loss=0.06925, over 12345.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03321, over 51.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3078, pruned_loss=0.07782, over 2473337.86 frames. utt_duration=641.3 frames, utt_pad_proportion=0.05208, over 15463.05 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3259, pruned_loss=0.09416, over 2468508.41 frames. utt_duration=1216 frames, utt_pad_proportion=0.07118, over 8132.46 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3062, pruned_loss=0.07617, over 2473928.21 frames. utt_duration=605.7 frames, utt_pad_proportion=0.05296, over 16378.97 utterances.], batch size: 51, lr: 6.53e-04
2022-08-22 12:51:48,632 INFO [train.py:927] (2/8) Epoch 4, batch 22550, giga_loss[loss=0.2451, simple_loss=0.3265, pruned_loss=0.08184, over 12382.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03154, over 51.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3101, pruned_loss=0.07875, over 2473630.64 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06115, over 16821.37 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.326, pruned_loss=0.09429, over 2468564.67 frames. utt_duration=1207 frames, utt_pad_proportion=0.07414, over 8189.73 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3084, pruned_loss=0.07697, over 2474158.63 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06005, over 17676.42 utterances.], batch size: 51, lr: 6.53e-04
2022-08-22 12:53:27,780 INFO [train.py:927] (2/8) Epoch 4, batch 22600, giga_loss[loss=0.2322, simple_loss=0.3126, pruned_loss=0.0759, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03301, over 86.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3099, pruned_loss=0.07812, over 2473214.31 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06088, over 17364.82 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3264, pruned_loss=0.09479, over 2468545.04 frames. utt_duration=1198 frames, utt_pad_proportion=0.07668, over 8251.58 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3081, pruned_loss=0.07607, over 2473716.94 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05893, over 18108.34 utterances.], batch size: 86, lr: 6.53e-04
2022-08-22 12:55:10,041 INFO [train.py:927] (2/8) Epoch 4, batch 22650, giga_loss[loss=0.2371, simple_loss=0.3075, pruned_loss=0.08331, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02591, over 45.00 utterances.], tot_loss[loss=0.233, simple_loss=0.31, pruned_loss=0.07803, over 2472678.76 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06209, over 17061.71 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3267, pruned_loss=0.09468, over 2468428.19 frames. utt_duration=1191 frames, utt_pad_proportion=0.0792, over 8297.47 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3077, pruned_loss=0.076, over 2473307.98 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05895, over 17848.98 utterances.], batch size: 45, lr: 6.53e-04
2022-08-22 12:56:51,315 INFO [train.py:927] (2/8) Epoch 4, batch 22700, giga_loss[loss=0.2632, simple_loss=0.3433, pruned_loss=0.09155, over 12391.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06409, over 183.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3116, pruned_loss=0.07925, over 2473142.34 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06148, over 17305.24 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3259, pruned_loss=0.09447, over 2468052.58 frames. utt_duration=1191 frames, utt_pad_proportion=0.08093, over 8296.05 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3098, pruned_loss=0.07714, over 2474219.60 frames. utt_duration=541.7 frames, utt_pad_proportion=0.0581, over 18320.67 utterances.], batch size: 183, lr: 6.52e-04
2022-08-22 12:58:31,282 INFO [train.py:927] (2/8) Epoch 4, batch 22750, giga_loss[loss=0.2639, simple_loss=0.3415, pruned_loss=0.09315, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03952, over 133.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3136, pruned_loss=0.07985, over 2473254.80 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06132, over 17551.96 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3255, pruned_loss=0.09423, over 2468081.24 frames. utt_duration=1186 frames, utt_pad_proportion=0.08313, over 8333.27 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3123, pruned_loss=0.07805, over 2474206.52 frames. utt_duration=535.3 frames, utt_pad_proportion=0.0575, over 18538.16 utterances.], batch size: 133, lr: 6.52e-04
2022-08-22 13:00:10,935 INFO [train.py:927] (2/8) Epoch 4, batch 22800, giga_loss[loss=0.2267, simple_loss=0.3015, pruned_loss=0.07591, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04746, over 31.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.314, pruned_loss=0.07981, over 2472781.83 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06091, over 17495.06 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3255, pruned_loss=0.09433, over 2468306.84 frames. utt_duration=1187 frames, utt_pad_proportion=0.08281, over 8331.00 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3128, pruned_loss=0.07814, over 2473356.45 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05795, over 18360.77 utterances.], batch size: 31, lr: 6.52e-04
2022-08-22 13:01:54,263 INFO [train.py:927] (2/8) Epoch 4, batch 22850, giga_loss[loss=0.2335, simple_loss=0.316, pruned_loss=0.0755, over 12417.00 frames. utt_duration=513.4 frames, utt_pad_proportion=0.02759, over 97.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3142, pruned_loss=0.08001, over 2472926.33 frames. utt_duration=586 frames, utt_pad_proportion=0.05749, over 16923.04 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3256, pruned_loss=0.09443, over 2468016.55 frames. utt_duration=1186 frames, utt_pad_proportion=0.08202, over 8334.48 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.0783, over 2473734.97 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05532, over 17803.66 utterances.], batch size: 97, lr: 6.52e-04
2022-08-22 13:03:33,092 INFO [train.py:927] (2/8) Epoch 4, batch 22900, giga_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08652, over 12378.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03895, over 145.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3149, pruned_loss=0.07951, over 2473268.90 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05604, over 16968.03 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3278, pruned_loss=0.09479, over 2467886.26 frames. utt_duration=1190 frames, utt_pad_proportion=0.08095, over 8306.52 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3114, pruned_loss=0.0773, over 2474211.43 frames. utt_duration=551.7 frames, utt_pad_proportion=0.0545, over 17987.60 utterances.], batch size: 145, lr: 6.52e-04
2022-08-22 13:05:11,313 INFO [train.py:927] (2/8) Epoch 4, batch 22950, giga_loss[loss=0.2687, simple_loss=0.3577, pruned_loss=0.08987, over 12328.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02686, over 48.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3145, pruned_loss=0.07979, over 2473812.34 frames. utt_duration=573 frames, utt_pad_proportion=0.05944, over 17315.63 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3275, pruned_loss=0.09462, over 2468041.02 frames. utt_duration=1186 frames, utt_pad_proportion=0.08232, over 8335.05 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3112, pruned_loss=0.07744, over 2474697.20 frames. utt_duration=535.9 frames, utt_pad_proportion=0.05689, over 18523.59 utterances.], batch size: 48, lr: 6.52e-04
2022-08-22 13:06:50,421 INFO [train.py:927] (2/8) Epoch 4, batch 23000, libri_loss[loss=0.2282, simple_loss=0.3074, pruned_loss=0.07449, over 12458.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005463, over 35.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3161, pruned_loss=0.08018, over 2474064.62 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05769, over 17733.32 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3268, pruned_loss=0.09426, over 2468097.56 frames. utt_duration=1191 frames, utt_pad_proportion=0.0805, over 8299.03 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3137, pruned_loss=0.07808, over 2474922.61 frames. utt_duration=520.3 frames, utt_pad_proportion=0.0562, over 19080.26 utterances.], batch size: 35, lr: 6.51e-04
2022-08-22 13:08:29,844 INFO [train.py:927] (2/8) Epoch 4, batch 23050, giga_loss[loss=0.2381, simple_loss=0.3086, pruned_loss=0.08375, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03337, over 42.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.08003, over 2474190.98 frames. utt_duration=562 frames, utt_pad_proportion=0.05522, over 17657.63 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3269, pruned_loss=0.09433, over 2468245.06 frames. utt_duration=1187 frames, utt_pad_proportion=0.08046, over 8329.95 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07796, over 2474875.70 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05393, over 18915.46 utterances.], batch size: 42, lr: 6.51e-04
2022-08-22 13:10:08,943 INFO [train.py:927] (2/8) Epoch 4, batch 23100, giga_loss[loss=0.256, simple_loss=0.3165, pruned_loss=0.09775, over 12356.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02449, over 66.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.312, pruned_loss=0.07967, over 2474309.86 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05785, over 17864.73 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3271, pruned_loss=0.09445, over 2468566.02 frames. utt_duration=1185 frames, utt_pad_proportion=0.07997, over 8341.04 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3098, pruned_loss=0.07767, over 2474689.84 frames. utt_duration=521.9 frames, utt_pad_proportion=0.05671, over 19022.72 utterances.], batch size: 66, lr: 6.51e-04
2022-08-22 13:11:51,223 INFO [train.py:927] (2/8) Epoch 4, batch 23150, giga_loss[loss=0.2153, simple_loss=0.2865, pruned_loss=0.07203, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02592, over 48.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3095, pruned_loss=0.07902, over 2474398.25 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06433, over 18617.82 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3273, pruned_loss=0.09477, over 2468540.19 frames. utt_duration=1186 frames, utt_pad_proportion=0.07966, over 8334.33 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3075, pruned_loss=0.0771, over 2474744.22 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06325, over 19574.46 utterances.], batch size: 48, lr: 6.51e-04
2022-08-22 13:13:32,044 INFO [train.py:927] (2/8) Epoch 4, batch 23200, giga_loss[loss=0.1942, simple_loss=0.271, pruned_loss=0.05872, over 12350.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3041, pruned_loss=0.07614, over 2473945.36 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06245, over 17503.38 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.328, pruned_loss=0.09484, over 2468850.84 frames. utt_duration=1186 frames, utt_pad_proportion=0.07879, over 8334.49 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3017, pruned_loss=0.0743, over 2474058.33 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06183, over 18432.56 utterances.], batch size: 58, lr: 6.51e-04
2022-08-22 13:15:11,511 INFO [train.py:927] (2/8) Epoch 4, batch 23250, giga_loss[loss=0.23, simple_loss=0.3147, pruned_loss=0.0727, over 12416.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.0251, over 70.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3014, pruned_loss=0.07519, over 2473903.39 frames. utt_duration=580 frames, utt_pad_proportion=0.06307, over 17105.91 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3276, pruned_loss=0.09484, over 2468798.94 frames. utt_duration=1192 frames, utt_pad_proportion=0.07783, over 8295.12 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.2994, pruned_loss=0.07339, over 2474118.32 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06284, over 18033.55 utterances.], batch size: 70, lr: 6.51e-04
2022-08-22 13:16:51,613 INFO [train.py:927] (2/8) Epoch 4, batch 23300, giga_loss[loss=0.2583, simple_loss=0.3345, pruned_loss=0.091, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3037, pruned_loss=0.07596, over 2474020.96 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06502, over 17564.52 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3276, pruned_loss=0.09484, over 2468867.95 frames. utt_duration=1192 frames, utt_pad_proportion=0.07753, over 8296.65 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.302, pruned_loss=0.07446, over 2474151.61 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06485, over 18328.12 utterances.], batch size: 133, lr: 6.50e-04
2022-08-22 13:18:33,015 INFO [train.py:927] (2/8) Epoch 4, batch 23350, giga_loss[loss=0.2498, simple_loss=0.329, pruned_loss=0.08536, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07222, over 212.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3064, pruned_loss=0.07731, over 2473556.60 frames. utt_duration=574.1 frames, utt_pad_proportion=0.063, over 17278.49 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.327, pruned_loss=0.09458, over 2468672.51 frames. utt_duration=1199 frames, utt_pad_proportion=0.07532, over 8247.00 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3048, pruned_loss=0.07567, over 2474011.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06367, over 18265.79 utterances.], batch size: 212, lr: 6.50e-04
2022-08-22 13:20:17,163 INFO [train.py:927] (2/8) Epoch 4, batch 23400, giga_loss[loss=0.2094, simple_loss=0.3016, pruned_loss=0.05858, over 12395.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04604, over 26.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3102, pruned_loss=0.07932, over 2473939.00 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06266, over 17576.90 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3275, pruned_loss=0.09473, over 2468530.65 frames. utt_duration=1197 frames, utt_pad_proportion=0.07513, over 8259.40 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3082, pruned_loss=0.07766, over 2474491.56 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06315, over 18469.48 utterances.], batch size: 26, lr: 6.50e-04
2022-08-22 13:22:03,961 INFO [train.py:927] (2/8) Epoch 4, batch 23450, giga_loss[loss=0.3192, simple_loss=0.3759, pruned_loss=0.1313, over 12387.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07391, over 212.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3188, pruned_loss=0.0857, over 2473815.73 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06165, over 18589.60 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3272, pruned_loss=0.09462, over 2468344.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07462, over 8242.87 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3171, pruned_loss=0.08419, over 2474542.10 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06214, over 19520.01 utterances.], batch size: 212, lr: 6.50e-04
2022-08-22 13:23:45,545 INFO [train.py:927] (2/8) Epoch 4, batch 23500, giga_loss[loss=0.29, simple_loss=0.3623, pruned_loss=0.1089, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03175, over 97.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3245, pruned_loss=0.08962, over 2473595.12 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05845, over 18402.77 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3266, pruned_loss=0.09418, over 2468132.95 frames. utt_duration=1205 frames, utt_pad_proportion=0.07346, over 8206.17 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3237, pruned_loss=0.0887, over 2474493.28 frames. utt_duration=511.3 frames, utt_pad_proportion=0.05932, over 19415.94 utterances.], batch size: 97, lr: 6.50e-04
2022-08-22 13:25:35,008 INFO [train.py:927] (2/8) Epoch 4, batch 23550, giga_loss[loss=0.351, simple_loss=0.3956, pruned_loss=0.1531, over 12398.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07752, over 213.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3325, pruned_loss=0.09589, over 2473057.27 frames. utt_duration=528 frames, utt_pad_proportion=0.06157, over 18789.35 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.327, pruned_loss=0.09412, over 2467802.88 frames. utt_duration=1208 frames, utt_pad_proportion=0.07193, over 8180.47 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3315, pruned_loss=0.09515, over 2474245.58 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06249, over 19956.20 utterances.], batch size: 213, lr: 6.50e-04
2022-08-22 13:27:19,378 INFO [train.py:927] (2/8) Epoch 4, batch 23600, giga_loss[loss=0.4461, simple_loss=0.4478, pruned_loss=0.2222, over 12385.00 frames. utt_duration=191.3 frames, utt_pad_proportion=0.1142, over 261.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3361, pruned_loss=0.09897, over 2472652.90 frames. utt_duration=537 frames, utt_pad_proportion=0.06029, over 18470.77 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3275, pruned_loss=0.09425, over 2467674.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.0704, over 8180.74 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3351, pruned_loss=0.09838, over 2473963.80 frames. utt_duration=500 frames, utt_pad_proportion=0.06147, over 19848.51 utterances.], batch size: 261, lr: 6.49e-04
2022-08-22 13:29:05,304 INFO [train.py:927] (2/8) Epoch 4, batch 23650, giga_loss[loss=0.3111, simple_loss=0.3574, pruned_loss=0.1324, over 12414.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.3411, pruned_loss=0.1036, over 2473004.59 frames. utt_duration=525.5 frames, utt_pad_proportion=0.0631, over 18878.69 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3274, pruned_loss=0.09391, over 2467816.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06883, over 8161.64 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3407, pruned_loss=0.1036, over 2474061.55 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06428, over 20280.24 utterances.], batch size: 133, lr: 6.49e-04
2022-08-22 13:30:54,801 INFO [train.py:927] (2/8) Epoch 4, batch 23700, giga_loss[loss=0.411, simple_loss=0.4265, pruned_loss=0.1978, over 12400.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3461, pruned_loss=0.1093, over 2473230.21 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07599, over 21054.18 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3268, pruned_loss=0.09373, over 2467890.76 frames. utt_duration=1217 frames, utt_pad_proportion=0.06793, over 8120.78 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3466, pruned_loss=0.1097, over 2474091.18 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07641, over 22410.45 utterances.], batch size: 260, lr: 6.49e-04
2022-08-22 13:32:39,981 INFO [train.py:927] (2/8) Epoch 4, batch 23750, giga_loss[loss=0.3487, simple_loss=0.3898, pruned_loss=0.1538, over 12416.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3469, pruned_loss=0.111, over 2473593.32 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08041, over 21873.25 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3266, pruned_loss=0.09369, over 2468186.76 frames. utt_duration=1219 frames, utt_pad_proportion=0.067, over 8106.80 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3479, pruned_loss=0.1117, over 2474133.81 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08082, over 23266.16 utterances.], batch size: 212, lr: 6.49e-04
2022-08-22 13:34:21,613 INFO [train.py:927] (2/8) Epoch 4, batch 23800, giga_loss[loss=0.279, simple_loss=0.355, pruned_loss=0.1015, over 12321.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03094, over 85.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3481, pruned_loss=0.1115, over 2473475.28 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08287, over 21904.61 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3264, pruned_loss=0.09373, over 2468484.90 frames. utt_duration=1213 frames, utt_pad_proportion=0.06963, over 8149.75 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3498, pruned_loss=0.1126, over 2473800.10 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08234, over 23427.72 utterances.], batch size: 85, lr: 6.49e-04
2022-08-22 13:36:04,687 INFO [train.py:927] (2/8) Epoch 4, batch 23850, giga_loss[loss=0.224, simple_loss=0.3068, pruned_loss=0.07062, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03381, over 39.00 utterances.], tot_loss[loss=0.2834, simple_loss=0.3471, pruned_loss=0.1099, over 2473560.77 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0826, over 22293.75 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3265, pruned_loss=0.09361, over 2468181.70 frames. utt_duration=1219 frames, utt_pad_proportion=0.06782, over 8106.27 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3491, pruned_loss=0.1115, over 2474270.33 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0829, over 24028.02 utterances.], batch size: 39, lr: 6.49e-04
2022-08-22 13:37:49,823 INFO [train.py:927] (2/8) Epoch 4, batch 23900, giga_loss[loss=0.3282, simple_loss=0.3655, pruned_loss=0.1454, over 12376.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1988, over 367.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3464, pruned_loss=0.1082, over 2474334.31 frames. utt_duration=433 frames, utt_pad_proportion=0.08525, over 22932.75 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3269, pruned_loss=0.09388, over 2468418.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.07146, over 8193.75 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3479, pruned_loss=0.1094, over 2474785.74 frames. utt_duration=405.8 frames, utt_pad_proportion=0.08433, over 24481.12 utterances.], batch size: 367, lr: 6.49e-04
2022-08-22 13:39:32,310 INFO [train.py:927] (2/8) Epoch 4, batch 23950, giga_loss[loss=0.2836, simple_loss=0.3396, pruned_loss=0.1138, over 12408.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0498, over 161.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3438, pruned_loss=0.1056, over 2474612.73 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08047, over 22733.67 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3275, pruned_loss=0.09413, over 2468501.35 frames. utt_duration=1207 frames, utt_pad_proportion=0.07063, over 8192.76 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3448, pruned_loss=0.1066, over 2475006.85 frames. utt_duration=410.2 frames, utt_pad_proportion=0.08032, over 24222.25 utterances.], batch size: 161, lr: 6.48e-04
2022-08-22 13:41:18,723 INFO [train.py:927] (2/8) Epoch 4, batch 24000, libri_loss[loss=0.2688, simple_loss=0.3299, pruned_loss=0.1039, over 12239.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005963, over 34.00 utterances.], tot_loss[loss=0.2761, simple_loss=0.3421, pruned_loss=0.1051, over 2474782.15 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08604, over 23711.63 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3272, pruned_loss=0.094, over 2468383.80 frames. utt_duration=1211 frames, utt_pad_proportion=0.06968, over 8165.11 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3435, pruned_loss=0.1062, over 2475320.70 frames. utt_duration=394.5 frames, utt_pad_proportion=0.08595, over 25191.65 utterances.], batch size: 34, lr: 6.48e-04
2022-08-22 13:41:18,725 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 13:41:32,431 INFO [train.py:967] (2/8) Epoch 4, validation: loss=0.1919, simple_loss=0.3014, pruned_loss=0.04118, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 13:43:27,551 INFO [train.py:927] (2/8) Epoch 4, batch 24050, libri_loss[loss=0.2882, simple_loss=0.3579, pruned_loss=0.1093, over 12439.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01067, over 39.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3407, pruned_loss=0.103, over 2474975.38 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08484, over 23345.68 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3274, pruned_loss=0.09407, over 2468371.73 frames. utt_duration=1210 frames, utt_pad_proportion=0.06906, over 8168.63 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3418, pruned_loss=0.1039, over 2475506.98 frames. utt_duration=401.8 frames, utt_pad_proportion=0.0851, over 24734.00 utterances.], batch size: 39, lr: 6.48e-04
2022-08-22 13:45:12,400 INFO [train.py:927] (2/8) Epoch 4, batch 24100, giga_loss[loss=0.2621, simple_loss=0.339, pruned_loss=0.09261, over 12342.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.342, pruned_loss=0.1017, over 2474355.72 frames. utt_duration=439.9 frames, utt_pad_proportion=0.08116, over 22572.43 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3278, pruned_loss=0.0942, over 2468349.62 frames. utt_duration=1202 frames, utt_pad_proportion=0.07236, over 8227.17 utterances.], giga_tot_loss[loss=0.2739, simple_loss=0.3427, pruned_loss=0.1025, over 2474921.62 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08075, over 23906.17 utterances.], batch size: 85, lr: 6.48e-04
2022-08-22 13:46:54,836 INFO [train.py:927] (2/8) Epoch 4, batch 24150, giga_loss[loss=0.2464, simple_loss=0.3161, pruned_loss=0.0884, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03167, over 42.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3416, pruned_loss=0.1012, over 2474520.67 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07953, over 21996.51 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3282, pruned_loss=0.09399, over 2468265.60 frames. utt_duration=1203 frames, utt_pad_proportion=0.07161, over 8214.20 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3423, pruned_loss=0.1023, over 2475214.76 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07961, over 23448.40 utterances.], batch size: 42, lr: 6.48e-04
2022-08-22 13:48:37,110 INFO [train.py:927] (2/8) Epoch 4, batch 24200, giga_loss[loss=0.2653, simple_loss=0.33, pruned_loss=0.1004, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03484, over 104.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3386, pruned_loss=0.1001, over 2474187.94 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07832, over 21108.24 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3276, pruned_loss=0.09373, over 2468257.54 frames. utt_duration=1206 frames, utt_pad_proportion=0.07025, over 8196.17 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3403, pruned_loss=0.1015, over 2475051.85 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07903, over 22910.55 utterances.], batch size: 104, lr: 6.48e-04
2022-08-22 13:50:23,488 INFO [train.py:927] (2/8) Epoch 4, batch 24250, giga_loss[loss=0.2274, simple_loss=0.3159, pruned_loss=0.06948, over 12362.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04571, over 26.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3355, pruned_loss=0.09708, over 2473899.74 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07735, over 20210.54 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.327, pruned_loss=0.09336, over 2468027.16 frames. utt_duration=1209 frames, utt_pad_proportion=0.06955, over 8174.25 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3376, pruned_loss=0.09862, over 2474883.43 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07827, over 21878.92 utterances.], batch size: 26, lr: 6.47e-04
2022-08-22 13:52:09,329 INFO [train.py:927] (2/8) Epoch 4, batch 24300, giga_loss[loss=0.3241, simple_loss=0.3669, pruned_loss=0.1406, over 12391.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3356, pruned_loss=0.0968, over 2474674.27 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07404, over 20062.08 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.327, pruned_loss=0.09342, over 2468264.71 frames. utt_duration=1209 frames, utt_pad_proportion=0.069, over 8175.55 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3373, pruned_loss=0.09801, over 2475342.20 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07519, over 21533.57 utterances.], batch size: 260, lr: 6.47e-04
2022-08-22 13:53:53,010 INFO [train.py:927] (2/8) Epoch 4, batch 24350, giga_loss[loss=0.2245, simple_loss=0.3023, pruned_loss=0.07334, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02898, over 58.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3345, pruned_loss=0.0961, over 2474556.70 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06819, over 19189.77 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3272, pruned_loss=0.09323, over 2468502.09 frames. utt_duration=1213 frames, utt_pad_proportion=0.06743, over 8148.50 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3359, pruned_loss=0.09733, over 2475055.00 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07012, over 20712.85 utterances.], batch size: 58, lr: 6.47e-04
2022-08-22 13:55:37,503 INFO [train.py:927] (2/8) Epoch 4, batch 24400, libri_loss[loss=0.2359, simple_loss=0.2991, pruned_loss=0.08629, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.00981, over 28.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3333, pruned_loss=0.0966, over 2474702.32 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07014, over 19265.86 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3269, pruned_loss=0.09332, over 2468882.44 frames. utt_duration=1215 frames, utt_pad_proportion=0.06673, over 8134.79 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3349, pruned_loss=0.09756, over 2474928.27 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07184, over 20811.35 utterances.], batch size: 28, lr: 6.47e-04
2022-08-22 13:57:22,242 INFO [train.py:927] (2/8) Epoch 4, batch 24450, giga_loss[loss=0.2678, simple_loss=0.3204, pruned_loss=0.1075, over 12359.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2128, over 373.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3339, pruned_loss=0.09819, over 2475215.86 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07691, over 20488.49 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3278, pruned_loss=0.09375, over 2469241.99 frames. utt_duration=1206 frames, utt_pad_proportion=0.06939, over 8200.89 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3346, pruned_loss=0.09869, over 2475201.41 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07698, over 21931.76 utterances.], batch size: 373, lr: 6.47e-04
2022-08-22 13:59:06,640 INFO [train.py:927] (2/8) Epoch 4, batch 24500, giga_loss[loss=0.2638, simple_loss=0.3397, pruned_loss=0.09396, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03943, over 133.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3337, pruned_loss=0.09782, over 2474961.82 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07047, over 20605.55 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.328, pruned_loss=0.09392, over 2469014.57 frames. utt_duration=1206 frames, utt_pad_proportion=0.06899, over 8196.86 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3341, pruned_loss=0.0981, over 2475218.06 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07101, over 21854.14 utterances.], batch size: 133, lr: 6.47e-04
2022-08-22 14:00:49,231 INFO [train.py:927] (2/8) Epoch 4, batch 24550, giga_loss[loss=0.3325, simple_loss=0.3987, pruned_loss=0.1331, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3347, pruned_loss=0.09849, over 2474449.73 frames. utt_duration=471 frames, utt_pad_proportion=0.07248, over 21078.36 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3278, pruned_loss=0.09395, over 2468777.57 frames. utt_duration=1211 frames, utt_pad_proportion=0.06789, over 8164.20 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3353, pruned_loss=0.09875, over 2475010.23 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07321, over 22385.82 utterances.], batch size: 97, lr: 6.46e-04
2022-08-22 14:02:33,896 INFO [train.py:927] (2/8) Epoch 4, batch 24600, giga_loss[loss=0.2955, simple_loss=0.3457, pruned_loss=0.1227, over 12366.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3349, pruned_loss=0.09798, over 2475113.30 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0719, over 20883.86 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3287, pruned_loss=0.09418, over 2469102.46 frames. utt_duration=1206 frames, utt_pad_proportion=0.0704, over 8201.91 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3347, pruned_loss=0.09806, over 2475407.56 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07159, over 22234.12 utterances.], batch size: 97, lr: 6.46e-04
2022-08-22 14:04:19,743 INFO [train.py:927] (2/8) Epoch 4, batch 24650, libri_loss[loss=0.2366, simple_loss=0.3195, pruned_loss=0.07685, over 12295.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005757, over 32.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3378, pruned_loss=0.09991, over 2475164.00 frames. utt_duration=478 frames, utt_pad_proportion=0.07013, over 20775.79 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3293, pruned_loss=0.09424, over 2468711.97 frames. utt_duration=1198 frames, utt_pad_proportion=0.07341, over 8252.47 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3372, pruned_loss=0.1, over 2475873.19 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06911, over 22093.79 utterances.], batch size: 32, lr: 6.46e-04
2022-08-22 14:06:05,467 INFO [train.py:927] (2/8) Epoch 4, batch 24700, giga_loss[loss=0.236, simple_loss=0.3089, pruned_loss=0.08156, over 12447.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03147, over 55.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3378, pruned_loss=0.1012, over 2474916.99 frames. utt_duration=477.6 frames, utt_pad_proportion=0.0713, over 20792.33 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3289, pruned_loss=0.09415, over 2468549.69 frames. utt_duration=1204 frames, utt_pad_proportion=0.07212, over 8209.67 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3379, pruned_loss=0.1015, over 2475783.01 frames. utt_duration=448 frames, utt_pad_proportion=0.07087, over 22176.14 utterances.], batch size: 55, lr: 6.46e-04
2022-08-22 14:07:50,839 INFO [train.py:927] (2/8) Epoch 4, batch 24750, giga_loss[loss=0.3045, simple_loss=0.3551, pruned_loss=0.1269, over 12356.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3361, pruned_loss=0.1003, over 2474697.96 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06716, over 20452.65 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3288, pruned_loss=0.09402, over 2468372.41 frames. utt_duration=1207 frames, utt_pad_proportion=0.0716, over 8193.60 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3364, pruned_loss=0.1008, over 2475591.13 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0672, over 21662.66 utterances.], batch size: 91, lr: 6.46e-04
2022-08-22 14:09:33,828 INFO [train.py:927] (2/8) Epoch 4, batch 24800, giga_loss[loss=0.2484, simple_loss=0.3255, pruned_loss=0.0856, over 12367.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3347, pruned_loss=0.09835, over 2475021.90 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06705, over 20665.17 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3282, pruned_loss=0.09368, over 2468381.30 frames. utt_duration=1210 frames, utt_pad_proportion=0.07115, over 8169.73 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3354, pruned_loss=0.09903, over 2475760.51 frames. utt_duration=457 frames, utt_pad_proportion=0.06721, over 21739.28 utterances.], batch size: 91, lr: 6.46e-04
2022-08-22 14:11:21,799 INFO [train.py:927] (2/8) Epoch 4, batch 24850, giga_loss[loss=0.2651, simple_loss=0.3358, pruned_loss=0.09717, over 12362.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3317, pruned_loss=0.09682, over 2475050.88 frames. utt_duration=478 frames, utt_pad_proportion=0.07044, over 20776.76 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3275, pruned_loss=0.09323, over 2468223.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.07323, over 8173.77 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3332, pruned_loss=0.09795, over 2476079.80 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0697, over 22163.17 utterances.], batch size: 113, lr: 6.46e-04
2022-08-22 14:13:05,519 INFO [train.py:927] (2/8) Epoch 4, batch 24900, giga_loss[loss=0.2924, simple_loss=0.3622, pruned_loss=0.1113, over 12193.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03585, over 28.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3329, pruned_loss=0.09829, over 2474716.22 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07224, over 21237.01 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3275, pruned_loss=0.09328, over 2468355.31 frames. utt_duration=1210 frames, utt_pad_proportion=0.07266, over 8173.04 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3341, pruned_loss=0.09917, over 2475469.09 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07178, over 22447.08 utterances.], batch size: 28, lr: 6.45e-04
2022-08-22 14:14:53,250 INFO [train.py:927] (2/8) Epoch 4, batch 24950, giga_loss[loss=0.2796, simple_loss=0.3583, pruned_loss=0.1004, over 12365.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03238, over 62.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3356, pruned_loss=0.09742, over 2474968.78 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07, over 20653.24 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3273, pruned_loss=0.093, over 2468501.96 frames. utt_duration=1215 frames, utt_pad_proportion=0.07102, over 8138.30 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3369, pruned_loss=0.09851, over 2475613.99 frames. utt_duration=451.5 frames, utt_pad_proportion=0.0703, over 22002.74 utterances.], batch size: 62, lr: 6.45e-04
2022-08-22 14:16:36,536 INFO [train.py:927] (2/8) Epoch 4, batch 25000, giga_loss[loss=0.2396, simple_loss=0.3239, pruned_loss=0.07763, over 12335.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3366, pruned_loss=0.09826, over 2474140.54 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07342, over 20600.04 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3263, pruned_loss=0.0925, over 2468769.69 frames. utt_duration=1218 frames, utt_pad_proportion=0.06918, over 8118.08 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3389, pruned_loss=0.09981, over 2474664.08 frames. utt_duration=446.6 frames, utt_pad_proportion=0.0741, over 22234.44 utterances.], batch size: 97, lr: 6.45e-04
2022-08-22 14:18:20,325 INFO [train.py:927] (2/8) Epoch 4, batch 25050, giga_loss[loss=0.2969, simple_loss=0.3575, pruned_loss=0.1181, over 12413.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.338, pruned_loss=0.09967, over 2475439.99 frames. utt_duration=470 frames, utt_pad_proportion=0.07289, over 21132.62 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.326, pruned_loss=0.09229, over 2468634.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.0687, over 8098.95 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3403, pruned_loss=0.1012, over 2476045.59 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07362, over 22560.13 utterances.], batch size: 146, lr: 6.45e-04
2022-08-22 14:20:07,976 INFO [train.py:927] (2/8) Epoch 4, batch 25100, giga_loss[loss=0.2347, simple_loss=0.3041, pruned_loss=0.08262, over 12326.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03154, over 48.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3394, pruned_loss=0.1011, over 2475657.36 frames. utt_duration=463 frames, utt_pad_proportion=0.07392, over 21455.76 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3279, pruned_loss=0.0923, over 2468801.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06795, over 8093.12 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3397, pruned_loss=0.1024, over 2476112.39 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07468, over 22825.74 utterances.], batch size: 48, lr: 6.45e-04
2022-08-22 14:21:52,726 INFO [train.py:927] (2/8) Epoch 4, batch 25150, giga_loss[loss=0.2688, simple_loss=0.3406, pruned_loss=0.09849, over 12453.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.03867, over 114.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3389, pruned_loss=0.1027, over 2476340.75 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08177, over 22668.56 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3279, pruned_loss=0.09253, over 2468980.78 frames. utt_duration=1213 frames, utt_pad_proportion=0.07066, over 8151.14 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3394, pruned_loss=0.1037, over 2476664.94 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08118, over 23983.55 utterances.], batch size: 114, lr: 6.45e-04
2022-08-22 14:23:36,716 INFO [train.py:927] (2/8) Epoch 4, batch 25200, giga_loss[loss=0.2395, simple_loss=0.3173, pruned_loss=0.08083, over 12284.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02633, over 54.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.337, pruned_loss=0.1018, over 2475938.85 frames. utt_duration=450 frames, utt_pad_proportion=0.08323, over 22078.89 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3279, pruned_loss=0.09266, over 2469111.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.07358, over 8205.69 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3376, pruned_loss=0.1027, over 2476234.55 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08178, over 23382.59 utterances.], batch size: 54, lr: 6.44e-04
2022-08-22 14:25:21,214 INFO [train.py:927] (2/8) Epoch 4, batch 25250, giga_loss[loss=0.2744, simple_loss=0.3455, pruned_loss=0.1016, over 12384.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3353, pruned_loss=0.1008, over 2475726.61 frames. utt_duration=451 frames, utt_pad_proportion=0.08139, over 22031.82 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3272, pruned_loss=0.09219, over 2469161.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.07196, over 8185.23 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3368, pruned_loss=0.1023, over 2476184.54 frames. utt_duration=420.1 frames, utt_pad_proportion=0.08093, over 23657.65 utterances.], batch size: 48, lr: 6.44e-04
2022-08-22 14:27:03,762 INFO [train.py:927] (2/8) Epoch 4, batch 25300, giga_loss[loss=0.301, simple_loss=0.3626, pruned_loss=0.1197, over 12256.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.03027, over 42.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3376, pruned_loss=0.1019, over 2476043.80 frames. utt_duration=449.3 frames, utt_pad_proportion=0.0779, over 22118.72 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3271, pruned_loss=0.09224, over 2469312.15 frames. utt_duration=1198 frames, utt_pad_proportion=0.07516, over 8257.13 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3391, pruned_loss=0.1033, over 2476420.26 frames. utt_duration=420 frames, utt_pad_proportion=0.07687, over 23668.22 utterances.], batch size: 42, lr: 6.44e-04
2022-08-22 14:28:55,171 INFO [train.py:927] (2/8) Epoch 4, batch 25350, giga_loss[loss=0.2836, simple_loss=0.3491, pruned_loss=0.109, over 12400.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06341, over 183.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3386, pruned_loss=0.102, over 2475763.36 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07297, over 21734.66 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3271, pruned_loss=0.09224, over 2469312.15 frames. utt_duration=1198 frames, utt_pad_proportion=0.07516, over 8257.13 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3398, pruned_loss=0.1031, over 2476056.37 frames. utt_duration=433.2 frames, utt_pad_proportion=0.0724, over 22940.66 utterances.], batch size: 183, lr: 6.44e-04
2022-08-22 14:30:37,928 INFO [train.py:927] (2/8) Epoch 4, batch 25400, giga_loss[loss=0.2785, simple_loss=0.3546, pruned_loss=0.1012, over 12449.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03583, over 86.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3407, pruned_loss=0.1006, over 2475561.78 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07064, over 20887.24 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3279, pruned_loss=0.09228, over 2469250.12 frames. utt_duration=1201 frames, utt_pad_proportion=0.07372, over 8231.05 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3411, pruned_loss=0.1016, over 2476000.72 frames. utt_duration=448 frames, utt_pad_proportion=0.07076, over 22178.00 utterances.], batch size: 86, lr: 6.44e-04
2022-08-22 14:32:20,855 INFO [train.py:927] (2/8) Epoch 4, batch 25450, giga_loss[loss=0.3541, simple_loss=0.3914, pruned_loss=0.1584, over 12392.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07809, over 213.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3415, pruned_loss=0.1014, over 2473969.84 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07346, over 20795.90 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3278, pruned_loss=0.09221, over 2469185.82 frames. utt_duration=1201 frames, utt_pad_proportion=0.07383, over 8232.39 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3421, pruned_loss=0.1023, over 2474448.12 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07335, over 21975.29 utterances.], batch size: 213, lr: 6.44e-04
2022-08-22 14:34:04,217 INFO [train.py:927] (2/8) Epoch 4, batch 25500, giga_loss[loss=0.2865, simple_loss=0.355, pruned_loss=0.109, over 12401.00 frames. utt_duration=371.4 frames, utt_pad_proportion=0.04757, over 134.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3416, pruned_loss=0.1021, over 2474671.52 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07188, over 20680.46 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3272, pruned_loss=0.09198, over 2469501.06 frames. utt_duration=1201 frames, utt_pad_proportion=0.07322, over 8235.20 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.343, pruned_loss=0.1034, over 2474920.18 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07206, over 22016.15 utterances.], batch size: 134, lr: 6.44e-04
2022-08-22 14:35:48,447 INFO [train.py:927] (2/8) Epoch 4, batch 25550, giga_loss[loss=0.2503, simple_loss=0.3346, pruned_loss=0.08303, over 12457.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03676, over 123.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3404, pruned_loss=0.1001, over 2474851.15 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06957, over 20461.27 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.327, pruned_loss=0.092, over 2469618.53 frames. utt_duration=1202 frames, utt_pad_proportion=0.07214, over 8226.49 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3421, pruned_loss=0.1014, over 2475087.12 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07017, over 21864.31 utterances.], batch size: 123, lr: 6.43e-04
2022-08-22 14:37:32,011 INFO [train.py:927] (2/8) Epoch 4, batch 25600, giga_loss[loss=0.2742, simple_loss=0.347, pruned_loss=0.1008, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02953, over 43.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3409, pruned_loss=0.09903, over 2475546.75 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06663, over 20018.77 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3272, pruned_loss=0.09213, over 2469627.55 frames. utt_duration=1206 frames, utt_pad_proportion=0.07102, over 8202.17 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3424, pruned_loss=0.1, over 2475807.36 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06767, over 21371.28 utterances.], batch size: 43, lr: 6.43e-04
2022-08-22 14:39:15,347 INFO [train.py:927] (2/8) Epoch 4, batch 25650, libri_loss[loss=0.2551, simple_loss=0.3301, pruned_loss=0.09002, over 12464.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00856, over 39.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.341, pruned_loss=0.09978, over 2475489.32 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06951, over 20281.87 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3271, pruned_loss=0.09214, over 2470542.98 frames. utt_duration=1203 frames, utt_pad_proportion=0.07253, over 8226.05 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3428, pruned_loss=0.1009, over 2475084.00 frames. utt_duration=454.5 frames, utt_pad_proportion=0.0697, over 21852.27 utterances.], batch size: 39, lr: 6.43e-04
2022-08-22 14:41:01,146 INFO [train.py:927] (2/8) Epoch 4, batch 25700, giga_loss[loss=0.2412, simple_loss=0.3092, pruned_loss=0.08662, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03421, over 42.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3396, pruned_loss=0.1003, over 2474826.41 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07755, over 20624.66 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3274, pruned_loss=0.09256, over 2470677.76 frames. utt_duration=1182 frames, utt_pad_proportion=0.08025, over 8373.46 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.341, pruned_loss=0.1009, over 2474483.60 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07474, over 21958.78 utterances.], batch size: 42, lr: 6.43e-04
2022-08-22 14:42:46,112 INFO [train.py:927] (2/8) Epoch 4, batch 25750, giga_loss[loss=0.3046, simple_loss=0.3602, pruned_loss=0.1244, over 12357.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07579, over 212.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3372, pruned_loss=0.09964, over 2475123.48 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07742, over 21038.60 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3272, pruned_loss=0.09262, over 2471014.04 frames. utt_duration=1179 frames, utt_pad_proportion=0.08028, over 8392.91 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3387, pruned_loss=0.1003, over 2474643.28 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07521, over 22356.19 utterances.], batch size: 212, lr: 6.43e-04
2022-08-22 14:44:23,415 INFO [train.py:927] (2/8) Epoch 4, batch 25800, libri_loss[loss=0.2665, simple_loss=0.3391, pruned_loss=0.09701, over 12355.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01483, over 41.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3356, pruned_loss=0.09925, over 2474084.03 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07344, over 20740.32 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3267, pruned_loss=0.09249, over 2470175.63 frames. utt_duration=1187 frames, utt_pad_proportion=0.07808, over 8337.25 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3376, pruned_loss=0.1001, over 2474627.84 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07259, over 22321.51 utterances.], batch size: 41, lr: 6.43e-04
2022-08-22 14:46:02,153 INFO [train.py:927] (2/8) Epoch 4, batch 25850, giga_loss[loss=0.2225, simple_loss=0.3001, pruned_loss=0.07244, over 12351.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03278, over 97.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.333, pruned_loss=0.09628, over 2473821.98 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07012, over 20403.16 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3273, pruned_loss=0.0927, over 2470212.37 frames. utt_duration=1188 frames, utt_pad_proportion=0.07663, over 8325.21 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3344, pruned_loss=0.09698, over 2474313.83 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07005, over 22006.93 utterances.], batch size: 97, lr: 6.42e-04
2022-08-22 14:47:49,002 INFO [train.py:927] (2/8) Epoch 4, batch 25900, giga_loss[loss=0.2291, simple_loss=0.3033, pruned_loss=0.0774, over 12417.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02425, over 48.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3313, pruned_loss=0.09532, over 2474491.78 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07526, over 20803.28 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3273, pruned_loss=0.09272, over 2470016.36 frames. utt_duration=1181 frames, utt_pad_proportion=0.07697, over 8377.78 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3326, pruned_loss=0.09597, over 2475197.01 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07474, over 22428.88 utterances.], batch size: 48, lr: 6.42e-04
2022-08-22 14:49:33,254 INFO [train.py:927] (2/8) Epoch 4, batch 25950, giga_loss[loss=0.2213, simple_loss=0.2979, pruned_loss=0.07233, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02467, over 48.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3297, pruned_loss=0.09526, over 2474871.60 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07452, over 20668.64 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3273, pruned_loss=0.09289, over 2470284.27 frames. utt_duration=1183 frames, utt_pad_proportion=0.07571, over 8363.45 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3308, pruned_loss=0.09569, over 2475284.06 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07457, over 22250.66 utterances.], batch size: 48, lr: 6.42e-04
2022-08-22 14:51:16,896 INFO [train.py:927] (2/8) Epoch 4, batch 26000, giga_loss[loss=0.2665, simple_loss=0.3293, pruned_loss=0.1018, over 12335.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.205, over 369.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3318, pruned_loss=0.09565, over 2474821.14 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07371, over 20527.98 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3277, pruned_loss=0.09296, over 2470505.32 frames. utt_duration=1175 frames, utt_pad_proportion=0.07807, over 8420.90 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3323, pruned_loss=0.09598, over 2475036.82 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07287, over 21954.86 utterances.], batch size: 369, lr: 6.42e-04
2022-08-22 14:53:00,056 INFO [train.py:927] (2/8) Epoch 4, batch 26050, libri_loss[loss=0.2482, simple_loss=0.3275, pruned_loss=0.08445, over 12185.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006639, over 33.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3336, pruned_loss=0.0961, over 2474706.31 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07432, over 20318.40 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3293, pruned_loss=0.09307, over 2470155.40 frames. utt_duration=1182 frames, utt_pad_proportion=0.07611, over 8369.94 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3327, pruned_loss=0.09636, over 2475347.94 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07419, over 21904.87 utterances.], batch size: 33, lr: 6.42e-04
2022-08-22 14:54:41,379 INFO [train.py:927] (2/8) Epoch 4, batch 26100, giga_loss[loss=0.2855, simple_loss=0.3577, pruned_loss=0.1067, over 12455.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03642, over 105.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.334, pruned_loss=0.09659, over 2474281.15 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06882, over 19741.62 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3296, pruned_loss=0.09335, over 2470134.29 frames. utt_duration=1179 frames, utt_pad_proportion=0.07565, over 8390.35 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3332, pruned_loss=0.09662, over 2474904.77 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06919, over 21258.26 utterances.], batch size: 105, lr: 6.42e-04
2022-08-22 14:56:24,108 INFO [train.py:927] (2/8) Epoch 4, batch 26150, giga_loss[loss=0.2519, simple_loss=0.3249, pruned_loss=0.08944, over 12345.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.033, over 51.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3351, pruned_loss=0.09783, over 2474088.32 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06944, over 20159.44 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3287, pruned_loss=0.093, over 2469770.81 frames. utt_duration=1185 frames, utt_pad_proportion=0.07466, over 8347.05 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3355, pruned_loss=0.0983, over 2475059.63 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06996, over 21788.70 utterances.], batch size: 51, lr: 6.42e-04
2022-08-22 14:58:10,740 INFO [train.py:927] (2/8) Epoch 4, batch 26200, giga_loss[loss=0.2622, simple_loss=0.3507, pruned_loss=0.08688, over 12398.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0372, over 105.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3362, pruned_loss=0.09852, over 2474618.29 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07205, over 20341.28 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3283, pruned_loss=0.09275, over 2469988.35 frames. utt_duration=1175 frames, utt_pad_proportion=0.07837, over 8420.62 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3371, pruned_loss=0.0993, over 2475342.90 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07107, over 21962.22 utterances.], batch size: 105, lr: 6.41e-04
2022-08-22 14:59:56,289 INFO [train.py:927] (2/8) Epoch 4, batch 26250, giga_loss[loss=0.2624, simple_loss=0.3334, pruned_loss=0.09574, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3359, pruned_loss=0.09715, over 2474394.91 frames. utt_duration=487 frames, utt_pad_proportion=0.06944, over 20383.32 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3278, pruned_loss=0.09262, over 2469691.80 frames. utt_duration=1178 frames, utt_pad_proportion=0.07724, over 8396.24 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3373, pruned_loss=0.09806, over 2475383.47 frames. utt_duration=449.4 frames, utt_pad_proportion=0.06918, over 22103.62 utterances.], batch size: 86, lr: 6.41e-04
2022-08-22 15:01:36,674 INFO [train.py:927] (2/8) Epoch 4, batch 26300, giga_loss[loss=0.2623, simple_loss=0.3346, pruned_loss=0.09497, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02835, over 80.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3354, pruned_loss=0.0982, over 2474392.73 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07355, over 20728.98 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3274, pruned_loss=0.09251, over 2469858.66 frames. utt_duration=1175 frames, utt_pad_proportion=0.0762, over 8420.93 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3372, pruned_loss=0.09926, over 2475259.44 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07316, over 22635.42 utterances.], batch size: 80, lr: 6.41e-04
2022-08-22 15:03:17,265 INFO [train.py:927] (2/8) Epoch 4, batch 26350, giga_loss[loss=0.2427, simple_loss=0.3255, pruned_loss=0.07994, over 12374.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02806, over 70.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3341, pruned_loss=0.09743, over 2474394.12 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06954, over 20309.58 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3279, pruned_loss=0.09291, over 2470031.07 frames. utt_duration=1156 frames, utt_pad_proportion=0.08072, over 8561.58 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3353, pruned_loss=0.098, over 2475001.61 frames. utt_duration=453.4 frames, utt_pad_proportion=0.06789, over 21907.32 utterances.], batch size: 70, lr: 6.41e-04
2022-08-22 15:04:44,411 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-22 15:07:12,200 INFO [train.py:927] (2/8) Epoch 5, batch 50, giga_loss[loss=0.2152, simple_loss=0.2942, pruned_loss=0.06813, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02868, over 45.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3308, pruned_loss=0.08246, over 548781.40 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06844, over 3743.50 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3103, pruned_loss=0.06985, over 97273.88 frames. utt_duration=1372 frames, utt_pad_proportion=0.01193, over 283.84 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3348, pruned_loss=0.08484, over 469973.17 frames. utt_duration=533.2 frames, utt_pad_proportion=0.07216, over 3535.35 utterances.], batch size: 45, lr: 6.31e-04
2022-08-22 15:08:55,528 INFO [train.py:927] (2/8) Epoch 5, batch 100, giga_loss[loss=0.18, simple_loss=0.2633, pruned_loss=0.04835, over 12365.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03132, over 58.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3123, pruned_loss=0.07398, over 975838.69 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06352, over 6868.04 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3186, pruned_loss=0.07409, over 144485.70 frames. utt_duration=1124 frames, utt_pad_proportion=0.09789, over 514.91 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3117, pruned_loss=0.07407, over 882884.25 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06101, over 6591.66 utterances.], batch size: 58, lr: 6.31e-04
2022-08-22 15:10:37,423 INFO [train.py:927] (2/8) Epoch 5, batch 150, giga_loss[loss=0.2116, simple_loss=0.2856, pruned_loss=0.06883, over 12354.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04008, over 113.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2978, pruned_loss=0.06819, over 1307358.85 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06392, over 9023.31 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3177, pruned_loss=0.07352, over 224360.73 frames. utt_duration=1225 frames, utt_pad_proportion=0.06932, over 733.72 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2955, pruned_loss=0.06762, over 1191190.20 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06383, over 8845.29 utterances.], batch size: 113, lr: 6.30e-04
2022-08-22 15:12:14,895 INFO [train.py:927] (2/8) Epoch 5, batch 200, giga_loss[loss=0.1882, simple_loss=0.2634, pruned_loss=0.05652, over 12341.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03354, over 58.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2864, pruned_loss=0.06393, over 1565956.66 frames. utt_duration=582.2 frames, utt_pad_proportion=0.0621, over 10787.42 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3146, pruned_loss=0.07227, over 312493.50 frames. utt_duration=1213 frames, utt_pad_proportion=0.06102, over 1031.39 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.283, pruned_loss=0.06302, over 1434964.73 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06262, over 10694.92 utterances.], batch size: 58, lr: 6.30e-04
2022-08-22 15:13:56,141 INFO [train.py:927] (2/8) Epoch 5, batch 250, giga_loss[loss=0.1898, simple_loss=0.2719, pruned_loss=0.05383, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03337, over 86.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2805, pruned_loss=0.06222, over 1767885.76 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06593, over 13005.21 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3144, pruned_loss=0.07285, over 366194.26 frames. utt_duration=1211 frames, utt_pad_proportion=0.05806, over 1211.12 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2766, pruned_loss=0.061, over 1645229.83 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06662, over 13023.37 utterances.], batch size: 86, lr: 6.30e-04
2022-08-22 15:15:36,284 INFO [train.py:927] (2/8) Epoch 5, batch 300, giga_loss[loss=0.1908, simple_loss=0.2661, pruned_loss=0.05776, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03957, over 113.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2767, pruned_loss=0.0604, over 1924051.96 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06022, over 13400.30 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3129, pruned_loss=0.07284, over 428345.87 frames. utt_duration=1249 frames, utt_pad_proportion=0.05322, over 1373.03 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2726, pruned_loss=0.05896, over 1809145.36 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06128, over 13597.33 utterances.], batch size: 113, lr: 6.30e-04
2022-08-22 15:17:17,082 INFO [train.py:927] (2/8) Epoch 5, batch 350, giga_loss[loss=0.1791, simple_loss=0.2542, pruned_loss=0.05197, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0323, over 85.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2722, pruned_loss=0.05798, over 2045964.05 frames. utt_duration=580 frames, utt_pad_proportion=0.05751, over 14146.87 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3112, pruned_loss=0.07164, over 458635.12 frames. utt_duration=1272 frames, utt_pad_proportion=0.05041, over 1444.11 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2687, pruned_loss=0.05682, over 1948922.35 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05863, over 14403.01 utterances.], batch size: 85, lr: 6.30e-04
2022-08-22 15:18:54,546 INFO [train.py:927] (2/8) Epoch 5, batch 400, libri_loss[loss=0.1817, simple_loss=0.2695, pruned_loss=0.047, over 12278.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006428, over 32.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2703, pruned_loss=0.05718, over 2140213.74 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05785, over 14776.01 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3076, pruned_loss=0.07065, over 575453.63 frames. utt_duration=1283 frames, utt_pad_proportion=0.04705, over 1796.18 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2657, pruned_loss=0.05555, over 2040128.70 frames. utt_duration=531.4 frames, utt_pad_proportion=0.05933, over 15399.78 utterances.], batch size: 32, lr: 6.30e-04
2022-08-22 15:20:34,100 INFO [train.py:927] (2/8) Epoch 5, batch 450, giga_loss[loss=0.1739, simple_loss=0.2535, pruned_loss=0.04717, over 12362.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03601, over 122.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2662, pruned_loss=0.05513, over 2213986.68 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05446, over 15462.77 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3075, pruned_loss=0.07103, over 603570.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.04485, over 1869.86 utterances.], giga_tot_loss[loss=0.1845, simple_loss=0.262, pruned_loss=0.05353, over 2131150.94 frames. utt_duration=532.4 frames, utt_pad_proportion=0.05597, over 16058.02 utterances.], batch size: 122, lr: 6.30e-04
2022-08-22 15:22:15,713 INFO [train.py:927] (2/8) Epoch 5, batch 500, giga_loss[loss=0.1624, simple_loss=0.2475, pruned_loss=0.0386, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03051, over 58.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2696, pruned_loss=0.05692, over 2271762.22 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06031, over 16588.33 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3075, pruned_loss=0.0705, over 658813.94 frames. utt_duration=1313 frames, utt_pad_proportion=0.04188, over 2009.95 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2652, pruned_loss=0.05541, over 2199308.80 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06177, over 17354.66 utterances.], batch size: 58, lr: 6.29e-04
2022-08-22 15:24:02,107 INFO [train.py:927] (2/8) Epoch 5, batch 550, giga_loss[loss=0.2424, simple_loss=0.315, pruned_loss=0.08495, over 12134.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0425, over 33.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2836, pruned_loss=0.06409, over 2316559.62 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06178, over 17356.47 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3081, pruned_loss=0.07061, over 685982.61 frames. utt_duration=1311 frames, utt_pad_proportion=0.04046, over 2095.31 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2799, pruned_loss=0.06295, over 2256860.09 frames. utt_duration=500.4 frames, utt_pad_proportion=0.0631, over 18094.49 utterances.], batch size: 33, lr: 6.29e-04
2022-08-22 15:25:41,489 INFO [train.py:927] (2/8) Epoch 5, batch 600, giga_loss[loss=0.2167, simple_loss=0.2988, pruned_loss=0.0673, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03478, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2918, pruned_loss=0.06752, over 2350763.77 frames. utt_duration=535.3 frames, utt_pad_proportion=0.0683, over 17616.57 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3076, pruned_loss=0.07049, over 764101.12 frames. utt_duration=1334 frames, utt_pad_proportion=0.0367, over 2292.99 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2884, pruned_loss=0.06656, over 2297200.44 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07004, over 18703.18 utterances.], batch size: 37, lr: 6.29e-04
2022-08-22 15:27:23,026 INFO [train.py:927] (2/8) Epoch 5, batch 650, giga_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05103, over 12364.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02846, over 66.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2955, pruned_loss=0.06828, over 2377331.65 frames. utt_duration=533.9 frames, utt_pad_proportion=0.07126, over 17862.00 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3065, pruned_loss=0.07011, over 814223.45 frames. utt_duration=1346 frames, utt_pad_proportion=0.03422, over 2421.58 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2929, pruned_loss=0.06761, over 2331900.99 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07303, over 19030.49 utterances.], batch size: 66, lr: 6.29e-04
2022-08-22 15:29:05,813 INFO [train.py:927] (2/8) Epoch 5, batch 700, giga_loss[loss=0.2112, simple_loss=0.2987, pruned_loss=0.06187, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03972, over 28.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3001, pruned_loss=0.07099, over 2398007.71 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06971, over 17752.39 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3082, pruned_loss=0.07111, over 847159.31 frames. utt_duration=1333 frames, utt_pad_proportion=0.03412, over 2544.32 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2974, pruned_loss=0.07017, over 2360411.42 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07149, over 18842.39 utterances.], batch size: 28, lr: 6.29e-04
2022-08-22 15:30:49,138 INFO [train.py:927] (2/8) Epoch 5, batch 750, giga_loss[loss=0.239, simple_loss=0.3212, pruned_loss=0.07834, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03329, over 39.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3057, pruned_loss=0.07374, over 2414048.53 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06715, over 17471.85 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3085, pruned_loss=0.07116, over 871528.25 frames. utt_duration=1329 frames, utt_pad_proportion=0.03422, over 2625.75 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3035, pruned_loss=0.07314, over 2383357.68 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06891, over 18466.64 utterances.], batch size: 39, lr: 6.29e-04
2022-08-22 15:32:30,688 INFO [train.py:927] (2/8) Epoch 5, batch 800, giga_loss[loss=0.2424, simple_loss=0.3195, pruned_loss=0.08265, over 12417.00 frames. utt_duration=857.8 frames, utt_pad_proportion=0.02748, over 58.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.311, pruned_loss=0.07573, over 2427187.48 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06369, over 17664.66 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3108, pruned_loss=0.07141, over 911090.55 frames. utt_duration=1319 frames, utt_pad_proportion=0.03516, over 2765.34 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3085, pruned_loss=0.07528, over 2401614.93 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06544, over 18680.23 utterances.], batch size: 58, lr: 6.28e-04
2022-08-22 15:34:12,087 INFO [train.py:927] (2/8) Epoch 5, batch 850, giga_loss[loss=0.2342, simple_loss=0.319, pruned_loss=0.07469, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03669, over 40.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.0746, over 2436908.29 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05947, over 16814.81 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3098, pruned_loss=0.07061, over 949494.98 frames. utt_duration=1327 frames, utt_pad_proportion=0.03405, over 2865.04 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3101, pruned_loss=0.07463, over 2415830.34 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06154, over 17864.95 utterances.], batch size: 40, lr: 6.28e-04
2022-08-22 15:35:53,154 INFO [train.py:927] (2/8) Epoch 5, batch 900, giga_loss[loss=0.2886, simple_loss=0.3553, pruned_loss=0.1109, over 12214.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02933, over 39.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3124, pruned_loss=0.07417, over 2445868.59 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05795, over 16629.73 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3101, pruned_loss=0.07057, over 964541.55 frames. utt_duration=1330 frames, utt_pad_proportion=0.03342, over 2903.29 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3111, pruned_loss=0.07423, over 2429139.82 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05985, over 17536.70 utterances.], batch size: 39, lr: 6.28e-04
2022-08-22 15:37:38,502 INFO [train.py:927] (2/8) Epoch 5, batch 950, giga_loss[loss=0.2771, simple_loss=0.3409, pruned_loss=0.1067, over 12365.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02881, over 70.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3149, pruned_loss=0.07739, over 2452225.42 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06618, over 17520.99 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3104, pruned_loss=0.07058, over 994348.34 frames. utt_duration=1296 frames, utt_pad_proportion=0.04457, over 3071.42 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3138, pruned_loss=0.07753, over 2438630.64 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06589, over 18329.51 utterances.], batch size: 70, lr: 6.28e-04
2022-08-22 15:39:20,779 INFO [train.py:927] (2/8) Epoch 5, batch 1000, giga_loss[loss=0.2073, simple_loss=0.2888, pruned_loss=0.06292, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02659, over 45.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3156, pruned_loss=0.07885, over 2457106.35 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06696, over 17659.31 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3101, pruned_loss=0.07039, over 1016242.24 frames. utt_duration=1303 frames, utt_pad_proportion=0.04338, over 3122.11 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3149, pruned_loss=0.07913, over 2446264.76 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06698, over 18441.03 utterances.], batch size: 45, lr: 6.28e-04
2022-08-22 15:41:00,728 INFO [train.py:927] (2/8) Epoch 5, batch 1050, giga_loss[loss=0.2311, simple_loss=0.3097, pruned_loss=0.07624, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0299, over 42.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3135, pruned_loss=0.07787, over 2460805.46 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06096, over 16622.27 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3092, pruned_loss=0.0704, over 1094835.97 frames. utt_duration=1305 frames, utt_pad_proportion=0.04164, over 3360.72 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3136, pruned_loss=0.0785, over 2450796.59 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06201, over 17751.33 utterances.], batch size: 42, lr: 6.28e-04
2022-08-22 15:42:44,581 INFO [train.py:927] (2/8) Epoch 5, batch 1100, giga_loss[loss=0.2013, simple_loss=0.2833, pruned_loss=0.0596, over 12367.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.0309, over 85.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3114, pruned_loss=0.07622, over 2463441.88 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05947, over 16487.93 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3094, pruned_loss=0.07045, over 1128823.22 frames. utt_duration=1310 frames, utt_pad_proportion=0.04027, over 3449.94 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3114, pruned_loss=0.07685, over 2455313.90 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06084, over 17607.77 utterances.], batch size: 85, lr: 6.28e-04
2022-08-22 15:44:36,830 INFO [train.py:927] (2/8) Epoch 5, batch 1150, giga_loss[loss=0.2126, simple_loss=0.2933, pruned_loss=0.06597, over 12350.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3085, pruned_loss=0.07506, over 2465439.50 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06997, over 17637.12 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3101, pruned_loss=0.07063, over 1162103.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.04861, over 3638.11 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3082, pruned_loss=0.07559, over 2458761.00 frames. utt_duration=528.2 frames, utt_pad_proportion=0.0692, over 18672.24 utterances.], batch size: 58, lr: 6.27e-04
2022-08-22 15:46:20,840 INFO [train.py:927] (2/8) Epoch 5, batch 1200, giga_loss[loss=0.2064, simple_loss=0.2867, pruned_loss=0.06303, over 12353.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02973, over 91.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3045, pruned_loss=0.07342, over 2467467.03 frames. utt_duration=537 frames, utt_pad_proportion=0.06871, over 18430.02 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3106, pruned_loss=0.07099, over 1194526.06 frames. utt_duration=1275 frames, utt_pad_proportion=0.04873, over 3751.25 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3039, pruned_loss=0.07376, over 2462015.45 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06836, over 19500.99 utterances.], batch size: 91, lr: 6.27e-04
2022-08-22 15:48:03,530 INFO [train.py:927] (2/8) Epoch 5, batch 1250, giga_loss[loss=0.2431, simple_loss=0.3172, pruned_loss=0.08449, over 12331.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03307, over 58.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3036, pruned_loss=0.07287, over 2468724.10 frames. utt_duration=542 frames, utt_pad_proportion=0.07017, over 18271.45 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3104, pruned_loss=0.07103, over 1237950.80 frames. utt_duration=1254 frames, utt_pad_proportion=0.05566, over 3954.89 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.303, pruned_loss=0.07319, over 2464759.64 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06893, over 19409.46 utterances.], batch size: 58, lr: 6.27e-04
2022-08-22 15:49:45,190 INFO [train.py:927] (2/8) Epoch 5, batch 1300, libri_loss[loss=0.2212, simple_loss=0.3071, pruned_loss=0.06767, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006336, over 35.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3013, pruned_loss=0.07183, over 2468318.28 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06688, over 17886.07 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3087, pruned_loss=0.07014, over 1273565.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.05387, over 4026.43 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3014, pruned_loss=0.07254, over 2465940.18 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06652, over 19122.35 utterances.], batch size: 35, lr: 6.27e-04
2022-08-22 15:51:27,580 INFO [train.py:927] (2/8) Epoch 5, batch 1350, giga_loss[loss=0.191, simple_loss=0.2705, pruned_loss=0.05577, over 12453.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2987, pruned_loss=0.07076, over 2469533.70 frames. utt_duration=534.3 frames, utt_pad_proportion=0.07066, over 18541.00 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3086, pruned_loss=0.06979, over 1302945.40 frames. utt_duration=1275 frames, utt_pad_proportion=0.05196, over 4093.03 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.2986, pruned_loss=0.07153, over 2467832.81 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07061, over 19780.90 utterances.], batch size: 75, lr: 6.27e-04
2022-08-22 15:53:10,186 INFO [train.py:927] (2/8) Epoch 5, batch 1400, giga_loss[loss=0.232, simple_loss=0.2997, pruned_loss=0.08217, over 12402.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03799, over 113.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2947, pruned_loss=0.06945, over 2469562.65 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06765, over 17884.90 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3079, pruned_loss=0.06954, over 1320165.47 frames. utt_duration=1281 frames, utt_pad_proportion=0.05092, over 4127.47 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2948, pruned_loss=0.07018, over 2468402.21 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06806, over 19021.71 utterances.], batch size: 113, lr: 6.27e-04
2022-08-22 15:54:50,922 INFO [train.py:927] (2/8) Epoch 5, batch 1450, libri_loss[loss=0.1698, simple_loss=0.2554, pruned_loss=0.04207, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009112, over 29.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2919, pruned_loss=0.06825, over 2469091.62 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06496, over 16941.63 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3073, pruned_loss=0.0693, over 1370811.48 frames. utt_duration=1292 frames, utt_pad_proportion=0.04784, over 4250.04 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2917, pruned_loss=0.06894, over 2468179.35 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06639, over 18301.62 utterances.], batch size: 29, lr: 6.27e-04
2022-08-22 15:56:30,876 INFO [train.py:927] (2/8) Epoch 5, batch 1500, giga_loss[loss=0.1794, simple_loss=0.2554, pruned_loss=0.05169, over 12151.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03172, over 30.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2892, pruned_loss=0.06688, over 2469120.65 frames. utt_duration=608.2 frames, utt_pad_proportion=0.06424, over 16279.41 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3069, pruned_loss=0.06918, over 1429709.77 frames. utt_duration=1278 frames, utt_pad_proportion=0.05309, over 4480.29 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2885, pruned_loss=0.06744, over 2468460.92 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06482, over 17819.58 utterances.], batch size: 30, lr: 6.26e-04
2022-08-22 15:58:14,559 INFO [train.py:927] (2/8) Epoch 5, batch 1550, giga_loss[loss=0.2323, simple_loss=0.3013, pruned_loss=0.08164, over 12405.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03156, over 80.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2887, pruned_loss=0.06709, over 2470602.34 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06252, over 16674.90 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3064, pruned_loss=0.0688, over 1455643.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.0514, over 4540.69 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2879, pruned_loss=0.06768, over 2469908.04 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06355, over 18123.01 utterances.], batch size: 80, lr: 6.26e-04
2022-08-22 15:59:59,056 INFO [train.py:927] (2/8) Epoch 5, batch 1600, libri_loss[loss=0.24, simple_loss=0.323, pruned_loss=0.07849, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005403, over 35.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2922, pruned_loss=0.06946, over 2471074.65 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06308, over 16972.21 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3064, pruned_loss=0.06897, over 1470739.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.05046, over 4569.47 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2913, pruned_loss=0.06983, over 2470578.67 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06413, over 18270.25 utterances.], batch size: 35, lr: 6.26e-04
2022-08-22 16:01:45,579 INFO [train.py:927] (2/8) Epoch 5, batch 1650, giga_loss[loss=0.23, simple_loss=0.3036, pruned_loss=0.07823, over 12459.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03024, over 55.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.2985, pruned_loss=0.0736, over 2471886.15 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06974, over 17906.53 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3055, pruned_loss=0.0686, over 1495348.40 frames. utt_duration=1297 frames, utt_pad_proportion=0.0491, over 4618.61 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.2981, pruned_loss=0.07416, over 2471659.38 frames. utt_duration=516.9 frames, utt_pad_proportion=0.07053, over 19183.10 utterances.], batch size: 55, lr: 6.26e-04
2022-08-22 16:03:24,914 INFO [train.py:927] (2/8) Epoch 5, batch 1700, giga_loss[loss=0.244, simple_loss=0.3246, pruned_loss=0.08166, over 12377.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02757, over 70.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3038, pruned_loss=0.07574, over 2471720.33 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06776, over 17401.72 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3051, pruned_loss=0.06799, over 1538315.31 frames. utt_duration=1301 frames, utt_pad_proportion=0.04692, over 4733.50 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3035, pruned_loss=0.07674, over 2471651.25 frames. utt_duration=525.9 frames, utt_pad_proportion=0.0694, over 18854.42 utterances.], batch size: 70, lr: 6.26e-04
2022-08-22 16:05:06,171 INFO [train.py:927] (2/8) Epoch 5, batch 1750, giga_loss[loss=0.2637, simple_loss=0.3419, pruned_loss=0.09269, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04566, over 146.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3101, pruned_loss=0.07845, over 2472017.43 frames. utt_duration=558.2 frames, utt_pad_proportion=0.0677, over 17762.66 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3042, pruned_loss=0.0676, over 1556667.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.04589, over 4765.53 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3105, pruned_loss=0.07964, over 2472157.35 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06936, over 19120.48 utterances.], batch size: 146, lr: 6.26e-04
2022-08-22 16:06:45,802 INFO [train.py:927] (2/8) Epoch 5, batch 1800, giga_loss[loss=0.2009, simple_loss=0.2885, pruned_loss=0.05669, over 12186.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04317, over 28.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3096, pruned_loss=0.07671, over 2471974.19 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06392, over 17051.92 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.304, pruned_loss=0.06747, over 1579124.86 frames. utt_duration=1311 frames, utt_pad_proportion=0.04457, over 4823.81 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3101, pruned_loss=0.07796, over 2472289.44 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06604, over 18370.33 utterances.], batch size: 28, lr: 6.26e-04
2022-08-22 16:08:28,688 INFO [train.py:927] (2/8) Epoch 5, batch 1850, giga_loss[loss=0.2425, simple_loss=0.3222, pruned_loss=0.0814, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02339, over 48.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3092, pruned_loss=0.07584, over 2472193.96 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06207, over 17002.91 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3038, pruned_loss=0.06741, over 1587775.20 frames. utt_duration=1314 frames, utt_pad_proportion=0.0441, over 4837.54 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3098, pruned_loss=0.07695, over 2472694.82 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06405, over 18146.27 utterances.], batch size: 48, lr: 6.25e-04
2022-08-22 16:10:10,751 INFO [train.py:927] (2/8) Epoch 5, batch 1900, giga_loss[loss=0.2717, simple_loss=0.3413, pruned_loss=0.101, over 12441.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04319, over 114.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3115, pruned_loss=0.0769, over 2472584.97 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06499, over 17960.96 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3041, pruned_loss=0.06772, over 1600945.06 frames. utt_duration=1313 frames, utt_pad_proportion=0.04386, over 4883.64 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3119, pruned_loss=0.07772, over 2473005.84 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06651, over 18996.98 utterances.], batch size: 114, lr: 6.25e-04
2022-08-22 16:11:55,902 INFO [train.py:927] (2/8) Epoch 5, batch 1950, giga_loss[loss=0.2471, simple_loss=0.3147, pruned_loss=0.08976, over 12219.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03233, over 42.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07823, over 2472317.58 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06721, over 17830.96 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3045, pruned_loss=0.06803, over 1630840.75 frames. utt_duration=1300 frames, utt_pad_proportion=0.04867, over 5023.28 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3136, pruned_loss=0.07902, over 2472794.02 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06762, over 18953.59 utterances.], batch size: 42, lr: 6.25e-04
2022-08-22 16:13:39,278 INFO [train.py:927] (2/8) Epoch 5, batch 2000, giga_loss[loss=0.2303, simple_loss=0.314, pruned_loss=0.07333, over 12415.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02491, over 70.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3145, pruned_loss=0.0791, over 2472970.70 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06419, over 17543.36 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3043, pruned_loss=0.06792, over 1639228.91 frames. utt_duration=1303 frames, utt_pad_proportion=0.04815, over 5037.01 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.315, pruned_loss=0.07991, over 2473357.12 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06486, over 18534.64 utterances.], batch size: 70, lr: 6.25e-04
2022-08-22 16:15:20,774 INFO [train.py:927] (2/8) Epoch 5, batch 2050, giga_loss[loss=0.2829, simple_loss=0.364, pruned_loss=0.1009, over 12366.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03116, over 97.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3173, pruned_loss=0.07976, over 2473527.25 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06302, over 17270.28 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3057, pruned_loss=0.06844, over 1663670.79 frames. utt_duration=1301 frames, utt_pad_proportion=0.04783, over 5121.26 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3171, pruned_loss=0.0804, over 2474039.60 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06389, over 18325.18 utterances.], batch size: 97, lr: 6.25e-04
2022-08-22 16:17:04,190 INFO [train.py:927] (2/8) Epoch 5, batch 2100, giga_loss[loss=0.2346, simple_loss=0.3168, pruned_loss=0.0762, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03095, over 45.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3177, pruned_loss=0.07959, over 2472212.61 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06363, over 16641.92 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.306, pruned_loss=0.06872, over 1698893.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.05436, over 5313.34 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.318, pruned_loss=0.08042, over 2473087.37 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06293, over 17826.17 utterances.], batch size: 45, lr: 6.25e-04
2022-08-22 16:18:46,027 INFO [train.py:927] (2/8) Epoch 5, batch 2150, giga_loss[loss=0.2651, simple_loss=0.3311, pruned_loss=0.09959, over 12232.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03084, over 39.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3162, pruned_loss=0.07934, over 2471381.81 frames. utt_duration=623.1 frames, utt_pad_proportion=0.05944, over 15903.41 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3053, pruned_loss=0.06839, over 1714048.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.05344, over 5327.94 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3171, pruned_loss=0.08039, over 2472244.30 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05943, over 17019.57 utterances.], batch size: 39, lr: 6.25e-04
2022-08-22 16:20:31,728 INFO [train.py:927] (2/8) Epoch 5, batch 2200, giga_loss[loss=0.2727, simple_loss=0.3471, pruned_loss=0.09916, over 12342.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03038, over 91.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.316, pruned_loss=0.07959, over 2471375.44 frames. utt_duration=643.2 frames, utt_pad_proportion=0.05543, over 15403.85 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3054, pruned_loss=0.06845, over 1729211.49 frames. utt_duration=1288 frames, utt_pad_proportion=0.05242, over 5374.99 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3167, pruned_loss=0.08059, over 2471921.64 frames. utt_duration=603 frames, utt_pad_proportion=0.05598, over 16437.42 utterances.], batch size: 91, lr: 6.24e-04
2022-08-22 16:22:13,042 INFO [train.py:927] (2/8) Epoch 5, batch 2250, giga_loss[loss=0.2562, simple_loss=0.3299, pruned_loss=0.09124, over 12367.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07529, over 212.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3161, pruned_loss=0.07979, over 2471766.70 frames. utt_duration=632.8 frames, utt_pad_proportion=0.06253, over 15660.23 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3055, pruned_loss=0.06845, over 1740603.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.05201, over 5421.22 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3167, pruned_loss=0.08073, over 2471925.08 frames. utt_duration=598.3 frames, utt_pad_proportion=0.06273, over 16567.53 utterances.], batch size: 212, lr: 6.24e-04
2022-08-22 16:23:57,302 INFO [train.py:927] (2/8) Epoch 5, batch 2300, giga_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.0624, over 12458.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03506, over 86.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.07937, over 2471477.92 frames. utt_duration=627.6 frames, utt_pad_proportion=0.06451, over 15789.30 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3051, pruned_loss=0.06842, over 1758731.94 frames. utt_duration=1294 frames, utt_pad_proportion=0.05086, over 5444.45 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3165, pruned_loss=0.08039, over 2471566.60 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06503, over 16728.17 utterances.], batch size: 86, lr: 6.24e-04
2022-08-22 16:25:40,232 INFO [train.py:927] (2/8) Epoch 5, batch 2350, giga_loss[loss=0.2035, simple_loss=0.2912, pruned_loss=0.05793, over 12277.00 frames. utt_duration=1890 frames, utt_pad_proportion=0.0458, over 26.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3142, pruned_loss=0.07868, over 2471587.97 frames. utt_duration=648.7 frames, utt_pad_proportion=0.06292, over 15276.36 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3044, pruned_loss=0.06829, over 1793531.87 frames. utt_duration=1302 frames, utt_pad_proportion=0.04853, over 5518.09 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.316, pruned_loss=0.08009, over 2471708.70 frames. utt_duration=603 frames, utt_pad_proportion=0.06442, over 16435.78 utterances.], batch size: 26, lr: 6.24e-04
2022-08-22 16:27:24,247 INFO [train.py:927] (2/8) Epoch 5, batch 2400, libri_loss[loss=0.2353, simple_loss=0.3143, pruned_loss=0.07815, over 12382.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007388, over 34.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07725, over 2471612.77 frames. utt_duration=651.3 frames, utt_pad_proportion=0.05789, over 15214.02 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3039, pruned_loss=0.06804, over 1813213.89 frames. utt_duration=1308 frames, utt_pad_proportion=0.04712, over 5552.10 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.0788, over 2472088.56 frames. utt_duration=605.4 frames, utt_pad_proportion=0.05998, over 16375.23 utterances.], batch size: 34, lr: 6.24e-04
2022-08-22 16:29:06,652 INFO [train.py:927] (2/8) Epoch 5, batch 2450, giga_loss[loss=0.2371, simple_loss=0.3093, pruned_loss=0.08252, over 12379.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07717, over 2471492.27 frames. utt_duration=641.1 frames, utt_pad_proportion=0.05745, over 15456.22 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3046, pruned_loss=0.0684, over 1829607.37 frames. utt_duration=1306 frames, utt_pad_proportion=0.04629, over 5609.61 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.07838, over 2471778.16 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05946, over 16553.82 utterances.], batch size: 97, lr: 6.24e-04
2022-08-22 16:30:46,613 INFO [train.py:927] (2/8) Epoch 5, batch 2500, giga_loss[loss=0.2274, simple_loss=0.2949, pruned_loss=0.07992, over 12165.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03058, over 36.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3075, pruned_loss=0.0757, over 2470901.32 frames. utt_duration=637.2 frames, utt_pad_proportion=0.05459, over 15547.50 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3044, pruned_loss=0.06846, over 1848358.39 frames. utt_duration=1307 frames, utt_pad_proportion=0.04608, over 5662.61 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3088, pruned_loss=0.07684, over 2471360.71 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05657, over 16637.88 utterances.], batch size: 36, lr: 6.24e-04
2022-08-22 16:32:27,569 INFO [train.py:927] (2/8) Epoch 5, batch 2550, giga_loss[loss=0.2155, simple_loss=0.2957, pruned_loss=0.06761, over 12452.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02922, over 80.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.304, pruned_loss=0.07454, over 2471662.69 frames. utt_duration=658.2 frames, utt_pad_proportion=0.05144, over 15054.69 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3043, pruned_loss=0.06847, over 1857590.69 frames. utt_duration=1308 frames, utt_pad_proportion=0.04547, over 5685.51 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3051, pruned_loss=0.07554, over 2472082.51 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05348, over 16022.51 utterances.], batch size: 80, lr: 6.23e-04
2022-08-22 16:34:08,204 INFO [train.py:927] (2/8) Epoch 5, batch 2600, giga_loss[loss=0.2244, simple_loss=0.3083, pruned_loss=0.07023, over 12348.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03075, over 85.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3065, pruned_loss=0.07409, over 2472084.35 frames. utt_duration=648.5 frames, utt_pad_proportion=0.04925, over 15284.12 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3075, pruned_loss=0.06883, over 1875346.05 frames. utt_duration=1316 frames, utt_pad_proportion=0.0442, over 5707.71 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3051, pruned_loss=0.07477, over 2472793.85 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05143, over 16297.71 utterances.], batch size: 85, lr: 6.23e-04
2022-08-22 16:35:50,565 INFO [train.py:927] (2/8) Epoch 5, batch 2650, giga_loss[loss=0.3053, simple_loss=0.354, pruned_loss=0.1283, over 12350.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3094, pruned_loss=0.07537, over 2472545.16 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05649, over 17204.55 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.308, pruned_loss=0.06901, over 1881184.91 frames. utt_duration=1313 frames, utt_pad_proportion=0.04415, over 5736.52 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.308, pruned_loss=0.07583, over 2473193.64 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05773, over 18055.46 utterances.], batch size: 366, lr: 6.23e-04
2022-08-22 16:37:33,532 INFO [train.py:927] (2/8) Epoch 5, batch 2700, giga_loss[loss=0.2389, simple_loss=0.3179, pruned_loss=0.07992, over 12366.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02834, over 91.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3082, pruned_loss=0.07439, over 2472811.28 frames. utt_duration=563.7 frames, utt_pad_proportion=0.0609, over 17595.07 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3081, pruned_loss=0.06892, over 1887230.04 frames. utt_duration=1315 frames, utt_pad_proportion=0.04374, over 5749.14 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3071, pruned_loss=0.07487, over 2473195.32 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06185, over 18355.74 utterances.], batch size: 91, lr: 6.23e-04
2022-08-22 16:39:16,601 INFO [train.py:927] (2/8) Epoch 5, batch 2750, giga_loss[loss=0.2256, simple_loss=0.2957, pruned_loss=0.07775, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04318, over 34.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.07408, over 2473337.12 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05998, over 17534.35 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3076, pruned_loss=0.06872, over 1907174.36 frames. utt_duration=1320 frames, utt_pad_proportion=0.04237, over 5784.33 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3067, pruned_loss=0.07475, over 2473883.73 frames. utt_duration=537 frames, utt_pad_proportion=0.06135, over 18478.52 utterances.], batch size: 34, lr: 6.23e-04
2022-08-22 16:40:59,260 INFO [train.py:927] (2/8) Epoch 5, batch 2800, giga_loss[loss=0.2338, simple_loss=0.3149, pruned_loss=0.07631, over 12370.00 frames. utt_duration=620.1 frames, utt_pad_proportion=0.03715, over 80.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.0742, over 2473127.11 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06149, over 17835.86 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3076, pruned_loss=0.06874, over 1921099.77 frames. utt_duration=1323 frames, utt_pad_proportion=0.04157, over 5816.50 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.07484, over 2473636.93 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06286, over 18831.22 utterances.], batch size: 80, lr: 6.23e-04
2022-08-22 16:42:41,156 INFO [train.py:927] (2/8) Epoch 5, batch 2850, giga_loss[loss=0.2341, simple_loss=0.3103, pruned_loss=0.07892, over 12365.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07481, over 2473972.39 frames. utt_duration=567 frames, utt_pad_proportion=0.06037, over 17499.04 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3082, pruned_loss=0.06934, over 1943073.07 frames. utt_duration=1305 frames, utt_pad_proportion=0.04647, over 5962.09 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3085, pruned_loss=0.07512, over 2474154.04 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06065, over 18598.96 utterances.], batch size: 51, lr: 6.22e-04
2022-08-22 16:44:21,506 INFO [train.py:927] (2/8) Epoch 5, batch 2900, giga_loss[loss=0.2294, simple_loss=0.3124, pruned_loss=0.07321, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04524, over 34.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3101, pruned_loss=0.0753, over 2473675.07 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06079, over 17646.40 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.308, pruned_loss=0.06928, over 1963411.27 frames. utt_duration=1310 frames, utt_pad_proportion=0.04481, over 6003.82 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3097, pruned_loss=0.0758, over 2474325.20 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06167, over 18917.94 utterances.], batch size: 34, lr: 6.22e-04
2022-08-22 16:46:04,185 INFO [train.py:927] (2/8) Epoch 5, batch 2950, giga_loss[loss=0.2961, simple_loss=0.3538, pruned_loss=0.1192, over 12388.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.0753, over 2472970.25 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05747, over 17108.21 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3081, pruned_loss=0.0693, over 1965989.22 frames. utt_duration=1311 frames, utt_pad_proportion=0.04461, over 6004.80 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3096, pruned_loss=0.07571, over 2473455.96 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05844, over 18147.91 utterances.], batch size: 258, lr: 6.22e-04
2022-08-22 16:47:44,427 INFO [train.py:927] (2/8) Epoch 5, batch 3000, giga_loss[loss=0.2701, simple_loss=0.327, pruned_loss=0.1066, over 12341.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1976, over 366.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07495, over 2472397.59 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05909, over 17370.16 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.309, pruned_loss=0.06962, over 1978260.95 frames. utt_duration=1315 frames, utt_pad_proportion=0.04357, over 6023.48 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07518, over 2473012.42 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06018, over 18432.80 utterances.], batch size: 366, lr: 6.22e-04
2022-08-22 16:47:44,428 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 16:47:57,667 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.1969, simple_loss=0.3038, pruned_loss=0.04496, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 16:49:36,101 INFO [train.py:927] (2/8) Epoch 5, batch 3050, giga_loss[loss=0.2139, simple_loss=0.3013, pruned_loss=0.0632, over 12439.00 frames. utt_duration=755.4 frames, utt_pad_proportion=0.02155, over 66.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3071, pruned_loss=0.07388, over 2472499.84 frames. utt_duration=587.5 frames, utt_pad_proportion=0.05945, over 16877.51 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3093, pruned_loss=0.07018, over 1992870.52 frames. utt_duration=1302 frames, utt_pad_proportion=0.04872, over 6130.04 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3061, pruned_loss=0.07382, over 2473020.63 frames. utt_duration=553.2 frames, utt_pad_proportion=0.05908, over 17929.97 utterances.], batch size: 66, lr: 6.22e-04
2022-08-22 16:51:13,435 INFO [train.py:927] (2/8) Epoch 5, batch 3100, giga_loss[loss=0.2676, simple_loss=0.3388, pruned_loss=0.09823, over 12381.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3079, pruned_loss=0.07326, over 2472751.18 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05798, over 17364.53 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3089, pruned_loss=0.06994, over 2004534.73 frames. utt_duration=1307 frames, utt_pad_proportion=0.04767, over 6141.57 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3074, pruned_loss=0.07347, over 2473352.68 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05817, over 18436.30 utterances.], batch size: 183, lr: 6.22e-04
2022-08-22 16:52:56,504 INFO [train.py:927] (2/8) Epoch 5, batch 3150, libri_loss[loss=0.235, simple_loss=0.309, pruned_loss=0.08051, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006495, over 33.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3073, pruned_loss=0.07385, over 2473008.13 frames. utt_duration=564.7 frames, utt_pad_proportion=0.0607, over 17565.53 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3096, pruned_loss=0.07059, over 2015849.37 frames. utt_duration=1293 frames, utt_pad_proportion=0.0524, over 6241.22 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3064, pruned_loss=0.07362, over 2473733.14 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05959, over 18597.33 utterances.], batch size: 33, lr: 6.22e-04
2022-08-22 16:54:37,672 INFO [train.py:927] (2/8) Epoch 5, batch 3200, giga_loss[loss=0.1999, simple_loss=0.2835, pruned_loss=0.05813, over 12391.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.0295, over 97.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3064, pruned_loss=0.07411, over 2473284.29 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05601, over 17157.74 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3094, pruned_loss=0.0706, over 2026772.88 frames. utt_duration=1293 frames, utt_pad_proportion=0.05214, over 6277.74 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3058, pruned_loss=0.07401, over 2474219.79 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05548, over 18201.23 utterances.], batch size: 97, lr: 6.21e-04
2022-08-22 16:56:14,358 INFO [train.py:927] (2/8) Epoch 5, batch 3250, giga_loss[loss=0.2532, simple_loss=0.3112, pruned_loss=0.09758, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03777, over 40.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3049, pruned_loss=0.07436, over 2472709.84 frames. utt_duration=562 frames, utt_pad_proportion=0.05757, over 17647.14 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3088, pruned_loss=0.07048, over 2036861.28 frames. utt_duration=1300 frames, utt_pad_proportion=0.05101, over 6275.78 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3048, pruned_loss=0.07444, over 2474295.92 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05745, over 18718.90 utterances.], batch size: 40, lr: 6.21e-04
2022-08-22 16:57:50,262 INFO [train.py:927] (2/8) Epoch 5, batch 3300, giga_loss[loss=0.1834, simple_loss=0.2633, pruned_loss=0.0517, over 12360.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03194, over 58.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3017, pruned_loss=0.073, over 2473031.70 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05694, over 17437.98 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3092, pruned_loss=0.07071, over 2047210.36 frames. utt_duration=1293 frames, utt_pad_proportion=0.05119, over 6341.01 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3012, pruned_loss=0.07297, over 2474702.88 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05691, over 18487.95 utterances.], batch size: 58, lr: 6.21e-04
2022-08-22 16:59:31,849 INFO [train.py:927] (2/8) Epoch 5, batch 3350, giga_loss[loss=0.2215, simple_loss=0.2907, pruned_loss=0.07616, over 12457.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03044, over 55.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.2986, pruned_loss=0.07156, over 2473586.12 frames. utt_duration=591 frames, utt_pad_proportion=0.05328, over 16785.00 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3093, pruned_loss=0.0709, over 2061765.01 frames. utt_duration=1296 frames, utt_pad_proportion=0.04981, over 6368.47 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.2979, pruned_loss=0.07147, over 2475049.49 frames. utt_duration=553.6 frames, utt_pad_proportion=0.05394, over 17930.67 utterances.], batch size: 55, lr: 6.21e-04
2022-08-22 17:01:11,048 INFO [train.py:927] (2/8) Epoch 5, batch 3400, giga_loss[loss=0.2097, simple_loss=0.2872, pruned_loss=0.06609, over 12444.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03554, over 43.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07323, over 2474340.50 frames. utt_duration=559.2 frames, utt_pad_proportion=0.05978, over 17747.42 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3097, pruned_loss=0.07117, over 2070014.28 frames. utt_duration=1296 frames, utt_pad_proportion=0.04901, over 6394.01 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3008, pruned_loss=0.07298, over 2475439.00 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06019, over 18811.87 utterances.], batch size: 43, lr: 6.21e-04
2022-08-22 17:02:52,076 INFO [train.py:927] (2/8) Epoch 5, batch 3450, giga_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.07655, over 12394.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02903, over 51.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3051, pruned_loss=0.07434, over 2474300.82 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06202, over 18050.51 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3102, pruned_loss=0.07117, over 2083989.54 frames. utt_duration=1299 frames, utt_pad_proportion=0.04784, over 6422.76 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3037, pruned_loss=0.07422, over 2475166.52 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06269, over 19240.15 utterances.], batch size: 51, lr: 6.21e-04
2022-08-22 17:04:31,135 INFO [train.py:927] (2/8) Epoch 5, batch 3500, giga_loss[loss=0.4156, simple_loss=0.433, pruned_loss=0.1991, over 12376.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1116, over 260.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3086, pruned_loss=0.0767, over 2474085.46 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06358, over 18518.38 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3101, pruned_loss=0.07117, over 2097224.51 frames. utt_duration=1305 frames, utt_pad_proportion=0.04656, over 6436.64 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3074, pruned_loss=0.07673, over 2474987.03 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06453, over 19836.71 utterances.], batch size: 260, lr: 6.21e-04
2022-08-22 17:06:16,599 INFO [train.py:927] (2/8) Epoch 5, batch 3550, giga_loss[loss=0.2039, simple_loss=0.2873, pruned_loss=0.06022, over 12345.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03312, over 51.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3127, pruned_loss=0.07951, over 2474059.53 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06149, over 17760.11 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3101, pruned_loss=0.07114, over 2113838.08 frames. utt_duration=1292 frames, utt_pad_proportion=0.04991, over 6549.66 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3118, pruned_loss=0.07982, over 2474797.14 frames. utt_duration=517 frames, utt_pad_proportion=0.06178, over 19203.90 utterances.], batch size: 51, lr: 6.20e-04
2022-08-22 17:07:56,603 INFO [train.py:927] (2/8) Epoch 5, batch 3600, giga_loss[loss=0.3692, simple_loss=0.4034, pruned_loss=0.1676, over 12362.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.109, over 259.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3221, pruned_loss=0.08626, over 2473949.98 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06214, over 18684.76 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3104, pruned_loss=0.07111, over 2117405.35 frames. utt_duration=1294 frames, utt_pad_proportion=0.04956, over 6555.11 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3212, pruned_loss=0.08665, over 2474562.09 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06246, over 19924.07 utterances.], batch size: 259, lr: 6.20e-04
2022-08-22 17:09:38,429 INFO [train.py:927] (2/8) Epoch 5, batch 3650, giga_loss[loss=0.3622, simple_loss=0.4019, pruned_loss=0.1613, over 12367.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06529, over 183.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3294, pruned_loss=0.09206, over 2474160.43 frames. utt_duration=518.4 frames, utt_pad_proportion=0.0598, over 19147.34 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3103, pruned_loss=0.0711, over 2122617.77 frames. utt_duration=1296 frames, utt_pad_proportion=0.04896, over 6560.72 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3289, pruned_loss=0.09261, over 2474748.79 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06039, over 20282.51 utterances.], batch size: 183, lr: 6.20e-04
2022-08-22 17:11:22,604 INFO [train.py:927] (2/8) Epoch 5, batch 3700, giga_loss[loss=0.2772, simple_loss=0.3426, pruned_loss=0.1059, over 12349.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3341, pruned_loss=0.09602, over 2474146.24 frames. utt_duration=513.3 frames, utt_pad_proportion=0.05983, over 19334.57 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3106, pruned_loss=0.07134, over 2127823.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.0484, over 6573.30 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3338, pruned_loss=0.09656, over 2474665.53 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06051, over 20391.93 utterances.], batch size: 70, lr: 6.20e-04
2022-08-22 17:13:07,955 INFO [train.py:927] (2/8) Epoch 5, batch 3750, giga_loss[loss=0.2842, simple_loss=0.3466, pruned_loss=0.1109, over 12397.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03521, over 75.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3395, pruned_loss=0.1012, over 2474486.69 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06494, over 20332.27 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3104, pruned_loss=0.07106, over 2133210.76 frames. utt_duration=1298 frames, utt_pad_proportion=0.04792, over 6579.59 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3397, pruned_loss=0.1022, over 2474709.86 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06543, over 21332.13 utterances.], batch size: 75, lr: 6.20e-04
2022-08-22 17:14:55,158 INFO [train.py:927] (2/8) Epoch 5, batch 3800, giga_loss[loss=0.3455, simple_loss=0.3796, pruned_loss=0.1557, over 12401.00 frames. utt_duration=233.2 frames, utt_pad_proportion=0.08179, over 214.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3472, pruned_loss=0.1094, over 2474813.33 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07256, over 21382.68 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3107, pruned_loss=0.07119, over 2140045.84 frames. utt_duration=1302 frames, utt_pad_proportion=0.04714, over 6581.03 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3478, pruned_loss=0.1108, over 2474918.31 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07294, over 22431.56 utterances.], batch size: 214, lr: 6.20e-04
2022-08-22 17:16:39,590 INFO [train.py:927] (2/8) Epoch 5, batch 3850, giga_loss[loss=0.3613, simple_loss=0.3957, pruned_loss=0.1634, over 12377.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3475, pruned_loss=0.1098, over 2475479.63 frames. utt_duration=472.9 frames, utt_pad_proportion=0.068, over 21004.49 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3115, pruned_loss=0.07157, over 2148617.08 frames. utt_duration=1300 frames, utt_pad_proportion=0.04626, over 6618.11 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3481, pruned_loss=0.1113, over 2475330.36 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06893, over 22113.64 utterances.], batch size: 259, lr: 6.20e-04
2022-08-22 17:18:23,825 INFO [train.py:927] (2/8) Epoch 5, batch 3900, giga_loss[loss=0.2459, simple_loss=0.33, pruned_loss=0.0809, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3473, pruned_loss=0.1091, over 2474998.04 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07265, over 21623.00 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3113, pruned_loss=0.0716, over 2159326.58 frames. utt_duration=1306 frames, utt_pad_proportion=0.04488, over 6621.33 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3491, pruned_loss=0.1115, over 2475367.41 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07362, over 22951.48 utterances.], batch size: 91, lr: 6.19e-04
2022-08-22 17:20:05,108 INFO [train.py:927] (2/8) Epoch 5, batch 3950, giga_loss[loss=0.3356, simple_loss=0.373, pruned_loss=0.1491, over 12383.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3468, pruned_loss=0.1081, over 2474809.78 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07294, over 21980.79 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3116, pruned_loss=0.07174, over 2165682.74 frames. utt_duration=1307 frames, utt_pad_proportion=0.04408, over 6633.79 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3486, pruned_loss=0.1105, over 2475022.42 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07402, over 23289.40 utterances.], batch size: 259, lr: 6.19e-04
2022-08-22 17:21:51,472 INFO [train.py:927] (2/8) Epoch 5, batch 4000, giga_loss[loss=0.2392, simple_loss=0.325, pruned_loss=0.0767, over 12354.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3461, pruned_loss=0.106, over 2474295.94 frames. utt_duration=442 frames, utt_pad_proportion=0.0781, over 22469.23 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3126, pruned_loss=0.07195, over 2173450.02 frames. utt_duration=1310 frames, utt_pad_proportion=0.04337, over 6644.97 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3476, pruned_loss=0.1086, over 2474362.55 frames. utt_duration=416.7 frames, utt_pad_proportion=0.07903, over 23836.05 utterances.], batch size: 51, lr: 6.19e-04
2022-08-22 17:23:35,444 INFO [train.py:927] (2/8) Epoch 5, batch 4050, giga_loss[loss=0.2656, simple_loss=0.3382, pruned_loss=0.09649, over 12377.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02812, over 70.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3473, pruned_loss=0.103, over 2473251.54 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07735, over 21738.07 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3187, pruned_loss=0.07256, over 2183342.19 frames. utt_duration=1305 frames, utt_pad_proportion=0.04262, over 6698.28 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3448, pruned_loss=0.1056, over 2473741.90 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07871, over 23269.24 utterances.], batch size: 70, lr: 6.19e-04
2022-08-22 17:25:15,225 INFO [train.py:927] (2/8) Epoch 5, batch 4100, giga_loss[loss=0.2571, simple_loss=0.3213, pruned_loss=0.09642, over 12422.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03485, over 37.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3439, pruned_loss=0.1011, over 2474018.54 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07503, over 21766.92 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3187, pruned_loss=0.07257, over 2188845.86 frames. utt_duration=1307 frames, utt_pad_proportion=0.04195, over 6704.29 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3423, pruned_loss=0.1036, over 2474640.71 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07661, over 23247.76 utterances.], batch size: 37, lr: 6.19e-04
2022-08-22 17:27:08,603 INFO [train.py:927] (2/8) Epoch 5, batch 4150, libri_loss[loss=0.2246, simple_loss=0.3104, pruned_loss=0.06935, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006616, over 33.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3409, pruned_loss=0.09882, over 2475001.04 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07138, over 21115.97 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3185, pruned_loss=0.07243, over 2197452.30 frames. utt_duration=1310 frames, utt_pad_proportion=0.04103, over 6719.80 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3405, pruned_loss=0.1018, over 2475383.16 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07344, over 22700.68 utterances.], batch size: 33, lr: 6.19e-04
2022-08-22 17:28:52,296 INFO [train.py:927] (2/8) Epoch 5, batch 4200, giga_loss[loss=0.2471, simple_loss=0.3305, pruned_loss=0.08185, over 12368.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03206, over 62.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3407, pruned_loss=0.0971, over 2474795.99 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07306, over 21003.46 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3182, pruned_loss=0.0724, over 2202855.71 frames. utt_duration=1312 frames, utt_pad_proportion=0.04034, over 6722.39 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3409, pruned_loss=0.09989, over 2475194.36 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07497, over 22518.85 utterances.], batch size: 62, lr: 6.19e-04
2022-08-22 17:30:39,452 INFO [train.py:927] (2/8) Epoch 5, batch 4250, giga_loss[loss=0.218, simple_loss=0.2958, pruned_loss=0.07011, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02942, over 45.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.339, pruned_loss=0.09638, over 2474521.57 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07531, over 21054.78 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.318, pruned_loss=0.07231, over 2204026.43 frames. utt_duration=1314 frames, utt_pad_proportion=0.0402, over 6718.78 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3394, pruned_loss=0.09874, over 2474995.30 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07677, over 22303.24 utterances.], batch size: 45, lr: 6.18e-04
2022-08-22 17:32:26,967 INFO [train.py:927] (2/8) Epoch 5, batch 4300, giga_loss[loss=0.2763, simple_loss=0.3439, pruned_loss=0.1043, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03174, over 42.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3372, pruned_loss=0.09621, over 2474652.74 frames. utt_duration=475 frames, utt_pad_proportion=0.07531, over 20900.97 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3185, pruned_loss=0.07246, over 2209221.72 frames. utt_duration=1318 frames, utt_pad_proportion=0.03959, over 6712.41 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3375, pruned_loss=0.09837, over 2475176.92 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07685, over 22149.30 utterances.], batch size: 42, lr: 6.18e-04
2022-08-22 17:34:15,622 INFO [train.py:927] (2/8) Epoch 5, batch 4350, giga_loss[loss=0.2635, simple_loss=0.335, pruned_loss=0.09602, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.261, simple_loss=0.334, pruned_loss=0.09394, over 2474362.60 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07345, over 20305.30 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3179, pruned_loss=0.07221, over 2212578.82 frames. utt_duration=1322 frames, utt_pad_proportion=0.03928, over 6700.78 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3351, pruned_loss=0.09619, over 2475366.00 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07503, over 21503.03 utterances.], batch size: 133, lr: 6.18e-04
2022-08-22 17:36:00,274 INFO [train.py:927] (2/8) Epoch 5, batch 4400, giga_loss[loss=0.2842, simple_loss=0.3451, pruned_loss=0.1117, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3339, pruned_loss=0.0947, over 2473766.56 frames. utt_duration=463 frames, utt_pad_proportion=0.07855, over 21437.29 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3176, pruned_loss=0.07218, over 2218411.99 frames. utt_duration=1325 frames, utt_pad_proportion=0.03845, over 6702.26 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3352, pruned_loss=0.09703, over 2475138.51 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07996, over 22709.76 utterances.], batch size: 162, lr: 6.18e-04
2022-08-22 17:37:46,459 INFO [train.py:927] (2/8) Epoch 5, batch 4450, giga_loss[loss=0.2367, simple_loss=0.2984, pruned_loss=0.08752, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0396, over 40.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.33, pruned_loss=0.09254, over 2473335.14 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0813, over 20591.71 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3171, pruned_loss=0.07217, over 2228338.10 frames. utt_duration=1312 frames, utt_pad_proportion=0.04344, over 6803.83 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3321, pruned_loss=0.09519, over 2474530.46 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08151, over 22036.54 utterances.], batch size: 40, lr: 6.18e-04
2022-08-22 17:39:33,953 INFO [train.py:927] (2/8) Epoch 5, batch 4500, giga_loss[loss=0.2559, simple_loss=0.3214, pruned_loss=0.09517, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3293, pruned_loss=0.09298, over 2474319.22 frames. utt_duration=475.4 frames, utt_pad_proportion=0.08146, over 20883.92 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3171, pruned_loss=0.07221, over 2232111.39 frames. utt_duration=1313 frames, utt_pad_proportion=0.04297, over 6806.82 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.331, pruned_loss=0.09531, over 2475162.23 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08192, over 22209.72 utterances.], batch size: 97, lr: 6.18e-04
2022-08-22 17:41:18,867 INFO [train.py:927] (2/8) Epoch 5, batch 4550, giga_loss[loss=0.2153, simple_loss=0.2979, pruned_loss=0.06638, over 12295.00 frames. utt_duration=794.5 frames, utt_pad_proportion=0.03691, over 62.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09286, over 2474278.68 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07648, over 20917.80 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3168, pruned_loss=0.07218, over 2237637.44 frames. utt_duration=1316 frames, utt_pad_proportion=0.04209, over 6811.65 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3301, pruned_loss=0.09523, over 2475383.85 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07762, over 22311.32 utterances.], batch size: 62, lr: 6.18e-04
2022-08-22 17:43:04,098 INFO [train.py:927] (2/8) Epoch 5, batch 4600, libri_loss[loss=0.2319, simple_loss=0.3181, pruned_loss=0.07283, over 12449.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005942, over 35.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3284, pruned_loss=0.09328, over 2473857.90 frames. utt_duration=485 frames, utt_pad_proportion=0.07412, over 20464.23 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3164, pruned_loss=0.07194, over 2245669.20 frames. utt_duration=1321 frames, utt_pad_proportion=0.04104, over 6807.30 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3308, pruned_loss=0.0961, over 2474855.47 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07584, over 22051.65 utterances.], batch size: 35, lr: 6.18e-04
2022-08-22 17:44:49,219 INFO [train.py:927] (2/8) Epoch 5, batch 4650, giga_loss[loss=0.2274, simple_loss=0.3024, pruned_loss=0.07622, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04946, over 34.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3284, pruned_loss=0.09245, over 2473392.33 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07186, over 20171.66 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3162, pruned_loss=0.07211, over 2253080.86 frames. utt_duration=1311 frames, utt_pad_proportion=0.04439, over 6881.68 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3309, pruned_loss=0.09527, over 2474611.48 frames. utt_duration=455 frames, utt_pad_proportion=0.073, over 21823.74 utterances.], batch size: 34, lr: 6.17e-04
2022-08-22 17:46:33,174 INFO [train.py:927] (2/8) Epoch 5, batch 4700, giga_loss[loss=0.2434, simple_loss=0.3188, pruned_loss=0.08405, over 12374.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09213, over 2473748.29 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07109, over 19934.81 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3161, pruned_loss=0.0721, over 2258273.90 frames. utt_duration=1303 frames, utt_pad_proportion=0.04767, over 6942.04 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3308, pruned_loss=0.09484, over 2474947.26 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07135, over 21487.94 utterances.], batch size: 85, lr: 6.17e-04
2022-08-22 17:48:19,793 INFO [train.py:927] (2/8) Epoch 5, batch 4750, giga_loss[loss=0.2363, simple_loss=0.3101, pruned_loss=0.08124, over 12444.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03743, over 123.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3299, pruned_loss=0.09384, over 2474328.72 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06841, over 19953.48 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3161, pruned_loss=0.07218, over 2262593.61 frames. utt_duration=1306 frames, utt_pad_proportion=0.047, over 6937.29 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.332, pruned_loss=0.09631, over 2475228.25 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06913, over 21432.90 utterances.], batch size: 123, lr: 6.17e-04
2022-08-22 17:50:03,796 INFO [train.py:927] (2/8) Epoch 5, batch 4800, giga_loss[loss=0.2508, simple_loss=0.3206, pruned_loss=0.09053, over 12362.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03282, over 104.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.331, pruned_loss=0.09525, over 2474366.98 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06965, over 20335.72 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3161, pruned_loss=0.07233, over 2265517.36 frames. utt_duration=1309 frames, utt_pad_proportion=0.04647, over 6929.24 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3329, pruned_loss=0.09738, over 2475307.47 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07036, over 21690.64 utterances.], batch size: 104, lr: 6.17e-04
2022-08-22 17:51:49,932 INFO [train.py:927] (2/8) Epoch 5, batch 4850, giga_loss[loss=0.2321, simple_loss=0.2972, pruned_loss=0.0835, over 12190.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03285, over 39.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3301, pruned_loss=0.09455, over 2473860.03 frames. utt_duration=499 frames, utt_pad_proportion=0.06575, over 19889.94 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3162, pruned_loss=0.07239, over 2271273.36 frames. utt_duration=1298 frames, utt_pad_proportion=0.05081, over 7008.13 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.332, pruned_loss=0.09681, over 2474993.82 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06555, over 21256.38 utterances.], batch size: 39, lr: 6.17e-04
2022-08-22 17:53:34,357 INFO [train.py:927] (2/8) Epoch 5, batch 4900, giga_loss[loss=0.2454, simple_loss=0.3169, pruned_loss=0.08697, over 12282.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02666, over 42.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3281, pruned_loss=0.09245, over 2473431.76 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07202, over 20452.40 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3159, pruned_loss=0.07226, over 2273180.50 frames. utt_duration=1301 frames, utt_pad_proportion=0.05044, over 6998.07 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.33, pruned_loss=0.09452, over 2474429.35 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07165, over 21648.82 utterances.], batch size: 42, lr: 6.17e-04
2022-08-22 17:55:21,056 INFO [train.py:927] (2/8) Epoch 5, batch 4950, giga_loss[loss=0.2633, simple_loss=0.3289, pruned_loss=0.09887, over 12372.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0343, over 104.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3279, pruned_loss=0.09251, over 2473825.50 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07201, over 20180.52 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3173, pruned_loss=0.07304, over 2282854.92 frames. utt_duration=1286 frames, utt_pad_proportion=0.05409, over 7107.49 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3287, pruned_loss=0.09443, over 2474754.42 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07096, over 21627.30 utterances.], batch size: 104, lr: 6.17e-04
2022-08-22 17:57:04,379 INFO [train.py:927] (2/8) Epoch 5, batch 5000, giga_loss[loss=0.2395, simple_loss=0.3181, pruned_loss=0.08041, over 12339.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.031, over 70.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3287, pruned_loss=0.09404, over 2473738.54 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07579, over 20735.45 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3173, pruned_loss=0.07306, over 2287053.18 frames. utt_duration=1286 frames, utt_pad_proportion=0.05391, over 7124.65 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3296, pruned_loss=0.09598, over 2474947.23 frames. utt_duration=447.9 frames, utt_pad_proportion=0.075, over 22173.38 utterances.], batch size: 70, lr: 6.16e-04
2022-08-22 17:58:53,133 INFO [train.py:927] (2/8) Epoch 5, batch 5050, giga_loss[loss=0.2436, simple_loss=0.3331, pruned_loss=0.07707, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03346, over 80.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3322, pruned_loss=0.09391, over 2472953.42 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07398, over 20252.85 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3174, pruned_loss=0.07313, over 2289523.18 frames. utt_duration=1288 frames, utt_pad_proportion=0.05324, over 7119.79 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3331, pruned_loss=0.09567, over 2474181.40 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07374, over 21575.65 utterances.], batch size: 80, lr: 6.16e-04
2022-08-22 18:00:38,263 INFO [train.py:927] (2/8) Epoch 5, batch 5100, giga_loss[loss=0.2636, simple_loss=0.3374, pruned_loss=0.09488, over 12432.00 frames. utt_duration=514 frames, utt_pad_proportion=0.02655, over 97.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3342, pruned_loss=0.09497, over 2473757.31 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07182, over 20370.04 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3172, pruned_loss=0.07314, over 2292189.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.05259, over 7113.99 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3352, pruned_loss=0.09664, over 2474791.13 frames. utt_duration=459.8 frames, utt_pad_proportion=0.072, over 21596.30 utterances.], batch size: 97, lr: 6.16e-04
2022-08-22 18:02:27,389 INFO [train.py:927] (2/8) Epoch 5, batch 5150, libri_loss[loss=0.249, simple_loss=0.3482, pruned_loss=0.07485, over 12356.00 frames. utt_duration=761.8 frames, utt_pad_proportion=0.1324, over 65.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3352, pruned_loss=0.0963, over 2473662.53 frames. utt_duration=471.1 frames, utt_pad_proportion=0.08156, over 21068.81 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3173, pruned_loss=0.07324, over 2297177.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.06255, over 7284.01 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3365, pruned_loss=0.09822, over 2474874.01 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07869, over 22286.45 utterances.], batch size: 65, lr: 6.16e-04
2022-08-22 18:04:13,573 INFO [train.py:927] (2/8) Epoch 5, batch 5200, giga_loss[loss=0.2891, simple_loss=0.3486, pruned_loss=0.1148, over 12358.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06125, over 182.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3349, pruned_loss=0.09729, over 2473666.25 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07931, over 21487.88 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3168, pruned_loss=0.07291, over 2301294.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.06151, over 7266.13 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3367, pruned_loss=0.09963, over 2474862.16 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0776, over 22793.97 utterances.], batch size: 182, lr: 6.16e-04
2022-08-22 18:05:58,802 INFO [train.py:927] (2/8) Epoch 5, batch 5250, giga_loss[loss=0.2868, simple_loss=0.3361, pruned_loss=0.1188, over 12399.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3344, pruned_loss=0.09788, over 2473406.94 frames. utt_duration=458.3 frames, utt_pad_proportion=0.08047, over 21656.27 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3168, pruned_loss=0.07282, over 2303963.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.06077, over 7257.21 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3361, pruned_loss=0.1001, over 2474264.98 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07934, over 22892.13 utterances.], batch size: 258, lr: 6.16e-04
2022-08-22 18:07:44,781 INFO [train.py:927] (2/8) Epoch 5, batch 5300, giga_loss[loss=0.2309, simple_loss=0.2955, pruned_loss=0.08315, over 12434.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04344, over 31.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3322, pruned_loss=0.0967, over 2473367.68 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07661, over 20507.06 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3164, pruned_loss=0.07252, over 2307084.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.05974, over 7251.13 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3342, pruned_loss=0.09919, over 2474256.85 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07629, over 21743.78 utterances.], batch size: 31, lr: 6.16e-04
2022-08-22 18:09:29,418 INFO [train.py:927] (2/8) Epoch 5, batch 5350, giga_loss[loss=0.2217, simple_loss=0.3026, pruned_loss=0.07035, over 12479.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03399, over 37.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3308, pruned_loss=0.09596, over 2473830.06 frames. utt_duration=481.2 frames, utt_pad_proportion=0.08159, over 20626.05 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3161, pruned_loss=0.07252, over 2312895.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.06348, over 7349.74 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3331, pruned_loss=0.09872, over 2474496.21 frames. utt_duration=452.2 frames, utt_pad_proportion=0.08034, over 21961.58 utterances.], batch size: 37, lr: 6.15e-04
2022-08-22 18:11:12,799 INFO [train.py:927] (2/8) Epoch 5, batch 5400, giga_loss[loss=0.2891, simple_loss=0.3515, pruned_loss=0.1134, over 12361.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.0661, over 183.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.332, pruned_loss=0.0959, over 2473872.80 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07615, over 19773.85 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3167, pruned_loss=0.07301, over 2319326.10 frames. utt_duration=1263 frames, utt_pad_proportion=0.06134, over 7355.74 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.334, pruned_loss=0.09855, over 2474314.52 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0763, over 21309.52 utterances.], batch size: 183, lr: 6.15e-04
2022-08-22 18:12:58,614 INFO [train.py:927] (2/8) Epoch 5, batch 5450, giga_loss[loss=0.3536, simple_loss=0.392, pruned_loss=0.1576, over 12374.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09818, over 256.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3331, pruned_loss=0.09709, over 2473988.64 frames. utt_duration=479.3 frames, utt_pad_proportion=0.08374, over 20712.22 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.316, pruned_loss=0.07267, over 2323852.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.0604, over 7344.32 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3357, pruned_loss=0.1001, over 2474380.00 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08379, over 22284.60 utterances.], batch size: 256, lr: 6.15e-04
2022-08-22 18:14:45,327 INFO [train.py:927] (2/8) Epoch 5, batch 5500, giga_loss[loss=0.2716, simple_loss=0.3462, pruned_loss=0.09852, over 12443.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03524, over 105.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3334, pruned_loss=0.0947, over 2474225.17 frames. utt_duration=482 frames, utt_pad_proportion=0.08135, over 20595.11 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3159, pruned_loss=0.07252, over 2328587.51 frames. utt_duration=1269 frames, utt_pad_proportion=0.05898, over 7347.01 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3361, pruned_loss=0.09801, over 2474960.92 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08225, over 22291.28 utterances.], batch size: 105, lr: 6.15e-04
2022-08-22 18:16:27,561 INFO [train.py:927] (2/8) Epoch 5, batch 5550, giga_loss[loss=0.3964, simple_loss=0.4212, pruned_loss=0.1858, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07423, over 212.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3359, pruned_loss=0.09569, over 2474353.21 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07895, over 20103.74 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3161, pruned_loss=0.07274, over 2335168.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.0616, over 7447.62 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3386, pruned_loss=0.09903, over 2474814.45 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07944, over 21890.38 utterances.], batch size: 212, lr: 6.15e-04
2022-08-22 18:18:11,373 INFO [train.py:927] (2/8) Epoch 5, batch 5600, giga_loss[loss=0.2593, simple_loss=0.3356, pruned_loss=0.09154, over 12442.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04033, over 34.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3389, pruned_loss=0.09909, over 2474133.43 frames. utt_duration=478.8 frames, utt_pad_proportion=0.08327, over 20734.15 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3162, pruned_loss=0.07272, over 2339698.38 frames. utt_duration=1244 frames, utt_pad_proportion=0.06589, over 7534.98 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3417, pruned_loss=0.1026, over 2474731.20 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08217, over 22489.75 utterances.], batch size: 34, lr: 6.15e-04
2022-08-22 18:19:56,262 INFO [train.py:927] (2/8) Epoch 5, batch 5650, giga_loss[loss=0.2468, simple_loss=0.3196, pruned_loss=0.08701, over 12273.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02714, over 54.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3395, pruned_loss=0.1002, over 2474165.84 frames. utt_duration=451.4 frames, utt_pad_proportion=0.0857, over 21998.49 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3158, pruned_loss=0.07252, over 2342278.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.0649, over 7510.44 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3425, pruned_loss=0.1037, over 2474726.96 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0851, over 23670.34 utterances.], batch size: 54, lr: 6.15e-04
2022-08-22 18:21:40,354 INFO [train.py:927] (2/8) Epoch 5, batch 5700, giga_loss[loss=0.2594, simple_loss=0.3374, pruned_loss=0.09067, over 12420.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03372, over 80.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3389, pruned_loss=0.09767, over 2475083.30 frames. utt_duration=470.3 frames, utt_pad_proportion=0.08199, over 21117.11 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.316, pruned_loss=0.07256, over 2346379.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.06796, over 7600.99 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3417, pruned_loss=0.1011, over 2475368.64 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08105, over 22746.50 utterances.], batch size: 80, lr: 6.14e-04
2022-08-22 18:23:27,164 INFO [train.py:927] (2/8) Epoch 5, batch 5750, giga_loss[loss=0.2703, simple_loss=0.3353, pruned_loss=0.1026, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0322, over 43.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3389, pruned_loss=0.09738, over 2474524.80 frames. utt_duration=475.7 frames, utt_pad_proportion=0.08065, over 20874.19 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3158, pruned_loss=0.07243, over 2350359.96 frames. utt_duration=1239 frames, utt_pad_proportion=0.06659, over 7599.28 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.342, pruned_loss=0.101, over 2475149.39 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08051, over 22602.62 utterances.], batch size: 43, lr: 6.14e-04
2022-08-22 18:25:09,460 INFO [train.py:927] (2/8) Epoch 5, batch 5800, giga_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08466, over 12321.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02815, over 74.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3384, pruned_loss=0.09786, over 2474608.90 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07632, over 20819.47 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3155, pruned_loss=0.07226, over 2351601.74 frames. utt_duration=1242 frames, utt_pad_proportion=0.06612, over 7584.34 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3413, pruned_loss=0.1011, over 2475102.88 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07665, over 22308.49 utterances.], batch size: 74, lr: 6.14e-04
2022-08-22 18:26:55,885 INFO [train.py:927] (2/8) Epoch 5, batch 5850, giga_loss[loss=0.2317, simple_loss=0.3171, pruned_loss=0.07315, over 12450.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03456, over 31.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3363, pruned_loss=0.09718, over 2474560.89 frames. utt_duration=466 frames, utt_pad_proportion=0.07915, over 21310.86 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3164, pruned_loss=0.0725, over 2353712.21 frames. utt_duration=1230 frames, utt_pad_proportion=0.06934, over 7661.36 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3383, pruned_loss=0.09997, over 2475235.62 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07841, over 22660.52 utterances.], batch size: 31, lr: 6.14e-04
2022-08-22 18:28:40,717 INFO [train.py:927] (2/8) Epoch 5, batch 5900, giga_loss[loss=0.2575, simple_loss=0.3228, pruned_loss=0.09613, over 12406.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03285, over 80.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3343, pruned_loss=0.09645, over 2474434.93 frames. utt_duration=484 frames, utt_pad_proportion=0.07697, over 20514.86 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3165, pruned_loss=0.07249, over 2356124.94 frames. utt_duration=1233 frames, utt_pad_proportion=0.06838, over 7650.28 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3361, pruned_loss=0.0991, over 2474959.66 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07685, over 21824.89 utterances.], batch size: 80, lr: 6.14e-04
2022-08-22 18:30:24,022 INFO [train.py:927] (2/8) Epoch 5, batch 5950, giga_loss[loss=0.2822, simple_loss=0.3465, pruned_loss=0.1089, over 12384.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.06652, over 211.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3312, pruned_loss=0.09361, over 2474769.72 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07566, over 20787.45 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3162, pruned_loss=0.07237, over 2357911.03 frames. utt_duration=1237 frames, utt_pad_proportion=0.0676, over 7633.60 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3331, pruned_loss=0.09612, over 2475181.93 frames. utt_duration=451.1 frames, utt_pad_proportion=0.0759, over 22021.63 utterances.], batch size: 211, lr: 6.14e-04
2022-08-22 18:32:12,605 INFO [train.py:927] (2/8) Epoch 5, batch 6000, giga_loss[loss=0.2448, simple_loss=0.3271, pruned_loss=0.08123, over 12393.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02634, over 66.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3297, pruned_loss=0.09268, over 2474881.44 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07499, over 21463.62 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3154, pruned_loss=0.07197, over 2360353.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.06656, over 7593.13 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3323, pruned_loss=0.09548, over 2475633.83 frames. utt_duration=436 frames, utt_pad_proportion=0.07558, over 22788.03 utterances.], batch size: 66, lr: 6.14e-04
2022-08-22 18:32:12,607 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 18:32:26,448 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.1958, simple_loss=0.304, pruned_loss=0.04377, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 18:34:11,209 INFO [train.py:927] (2/8) Epoch 5, batch 6050, giga_loss[loss=0.2621, simple_loss=0.3454, pruned_loss=0.08939, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02811, over 91.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3276, pruned_loss=0.09199, over 2474986.02 frames. utt_duration=458.4 frames, utt_pad_proportion=0.0766, over 21668.21 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3151, pruned_loss=0.07187, over 2362789.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.06529, over 7568.56 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3302, pruned_loss=0.09476, over 2475948.19 frames. utt_duration=431 frames, utt_pad_proportion=0.07737, over 23057.89 utterances.], batch size: 91, lr: 6.13e-04
2022-08-22 18:35:52,610 INFO [train.py:927] (2/8) Epoch 5, batch 6100, giga_loss[loss=0.2498, simple_loss=0.3255, pruned_loss=0.08703, over 12352.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3274, pruned_loss=0.09136, over 2474419.26 frames. utt_duration=476 frames, utt_pad_proportion=0.07621, over 20859.94 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3144, pruned_loss=0.07183, over 2367317.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.07205, over 7675.52 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3307, pruned_loss=0.09457, over 2476071.63 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07511, over 22518.21 utterances.], batch size: 48, lr: 6.13e-04
2022-08-22 18:37:37,325 INFO [train.py:927] (2/8) Epoch 5, batch 6150, giga_loss[loss=0.2484, simple_loss=0.3241, pruned_loss=0.0863, over 12347.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03016, over 70.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3286, pruned_loss=0.09292, over 2474382.84 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07681, over 21560.59 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3144, pruned_loss=0.07189, over 2368427.26 frames. utt_duration=1232 frames, utt_pad_proportion=0.07225, over 7696.64 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3314, pruned_loss=0.09559, over 2475647.63 frames. utt_duration=432.5 frames, utt_pad_proportion=0.0759, over 22974.04 utterances.], batch size: 70, lr: 6.13e-04
2022-08-22 18:39:16,830 INFO [train.py:927] (2/8) Epoch 5, batch 6200, giga_loss[loss=0.3011, simple_loss=0.3434, pruned_loss=0.1294, over 12331.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 370.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3295, pruned_loss=0.09261, over 2473609.27 frames. utt_duration=481 frames, utt_pad_proportion=0.07633, over 20632.06 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3152, pruned_loss=0.07187, over 2372142.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.07055, over 7702.52 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3315, pruned_loss=0.09554, over 2475037.90 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07618, over 22255.95 utterances.], batch size: 370, lr: 6.13e-04
2022-08-22 18:41:07,427 INFO [train.py:927] (2/8) Epoch 5, batch 6250, giga_loss[loss=0.3068, simple_loss=0.3404, pruned_loss=0.1366, over 12368.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2116, over 373.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3309, pruned_loss=0.09351, over 2473610.11 frames. utt_duration=476.3 frames, utt_pad_proportion=0.08008, over 20838.31 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3153, pruned_loss=0.07189, over 2374564.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06909, over 7685.14 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3328, pruned_loss=0.0963, over 2474822.68 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08018, over 22436.73 utterances.], batch size: 373, lr: 6.13e-04
2022-08-22 18:42:51,481 INFO [train.py:927] (2/8) Epoch 5, batch 6300, giga_loss[loss=0.2443, simple_loss=0.3357, pruned_loss=0.07647, over 12411.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3309, pruned_loss=0.0942, over 2473999.61 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07627, over 20676.52 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3148, pruned_loss=0.0718, over 2377921.18 frames. utt_duration=1243 frames, utt_pad_proportion=0.0672, over 7659.75 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3333, pruned_loss=0.09721, over 2475025.42 frames. utt_duration=443.5 frames, utt_pad_proportion=0.0773, over 22396.14 utterances.], batch size: 75, lr: 6.13e-04
2022-08-22 18:44:40,561 INFO [train.py:927] (2/8) Epoch 5, batch 6350, giga_loss[loss=0.3006, simple_loss=0.3585, pruned_loss=0.1214, over 12394.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06396, over 183.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3324, pruned_loss=0.09441, over 2474828.30 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07553, over 21364.91 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3151, pruned_loss=0.07192, over 2378329.58 frames. utt_duration=1239 frames, utt_pad_proportion=0.06769, over 7685.45 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3342, pruned_loss=0.09676, over 2475690.66 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07626, over 22743.61 utterances.], batch size: 183, lr: 6.13e-04
2022-08-22 18:46:25,238 INFO [train.py:927] (2/8) Epoch 5, batch 6400, giga_loss[loss=0.2602, simple_loss=0.3324, pruned_loss=0.09403, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.331, pruned_loss=0.09431, over 2475072.81 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07612, over 21475.00 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3145, pruned_loss=0.07181, over 2379822.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06667, over 7661.95 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3331, pruned_loss=0.09663, over 2476104.12 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07699, over 22812.14 utterances.], batch size: 146, lr: 6.13e-04
2022-08-22 18:48:10,380 INFO [train.py:927] (2/8) Epoch 5, batch 6450, giga_loss[loss=0.2424, simple_loss=0.3132, pruned_loss=0.08579, over 12188.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03411, over 39.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3295, pruned_loss=0.09373, over 2474151.99 frames. utt_duration=474 frames, utt_pad_proportion=0.0754, over 20945.18 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3145, pruned_loss=0.0717, over 2381397.27 frames. utt_duration=1246 frames, utt_pad_proportion=0.06572, over 7653.88 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3315, pruned_loss=0.09604, over 2475231.71 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07646, over 22242.99 utterances.], batch size: 39, lr: 6.12e-04
2022-08-22 18:49:52,654 INFO [train.py:927] (2/8) Epoch 5, batch 6500, giga_loss[loss=0.2554, simple_loss=0.3229, pruned_loss=0.09397, over 12201.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04098, over 28.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3292, pruned_loss=0.09372, over 2473809.12 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07325, over 20576.77 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3141, pruned_loss=0.07153, over 2383407.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06611, over 7680.45 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3314, pruned_loss=0.0962, over 2474916.71 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07419, over 21878.71 utterances.], batch size: 28, lr: 6.12e-04
2022-08-22 18:51:35,411 INFO [train.py:927] (2/8) Epoch 5, batch 6550, giga_loss[loss=0.2898, simple_loss=0.352, pruned_loss=0.1138, over 12387.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04099, over 133.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.0939, over 2473617.29 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06995, over 20262.05 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.314, pruned_loss=0.07152, over 2385698.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.06456, over 7664.32 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.332, pruned_loss=0.09648, over 2474852.45 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07142, over 21665.84 utterances.], batch size: 133, lr: 6.12e-04
2022-08-22 18:53:19,150 INFO [train.py:927] (2/8) Epoch 5, batch 6600, giga_loss[loss=0.3249, simple_loss=0.3583, pruned_loss=0.1457, over 12372.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 370.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3303, pruned_loss=0.09423, over 2473791.63 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06993, over 19775.03 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3137, pruned_loss=0.07136, over 2386486.65 frames. utt_duration=1251 frames, utt_pad_proportion=0.06387, over 7642.48 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3325, pruned_loss=0.09669, over 2475222.50 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07134, over 21063.50 utterances.], batch size: 370, lr: 6.12e-04
2022-08-22 18:55:06,260 INFO [train.py:927] (2/8) Epoch 5, batch 6650, giga_loss[loss=0.3346, simple_loss=0.3673, pruned_loss=0.151, over 12349.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3311, pruned_loss=0.0953, over 2474257.82 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07636, over 20675.79 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3137, pruned_loss=0.07121, over 2387284.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06339, over 7635.05 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.333, pruned_loss=0.09755, over 2475450.83 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07728, over 21801.61 utterances.], batch size: 372, lr: 6.12e-04
2022-08-22 18:56:48,886 INFO [train.py:927] (2/8) Epoch 5, batch 6700, giga_loss[loss=0.2434, simple_loss=0.3237, pruned_loss=0.0816, over 12442.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04357, over 134.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3307, pruned_loss=0.09519, over 2473423.21 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07734, over 20351.43 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.313, pruned_loss=0.07094, over 2389691.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.06188, over 7597.25 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3335, pruned_loss=0.09805, over 2474926.66 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07871, over 21715.74 utterances.], batch size: 134, lr: 6.12e-04
2022-08-22 18:58:30,770 INFO [train.py:927] (2/8) Epoch 5, batch 6750, libri_loss[loss=0.2377, simple_loss=0.3257, pruned_loss=0.07487, over 12351.00 frames. utt_duration=773.5 frames, utt_pad_proportion=0.1211, over 64.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3329, pruned_loss=0.09741, over 2473451.16 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07906, over 20940.31 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3127, pruned_loss=0.07086, over 2391957.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.06143, over 7602.55 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3359, pruned_loss=0.1003, over 2474468.56 frames. utt_duration=445 frames, utt_pad_proportion=0.08027, over 22315.48 utterances.], batch size: 64, lr: 6.12e-04
2022-08-22 19:00:13,833 INFO [train.py:927] (2/8) Epoch 5, batch 6800, giga_loss[loss=0.2346, simple_loss=0.3335, pruned_loss=0.06784, over 12396.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.0257, over 48.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3332, pruned_loss=0.09742, over 2472434.97 frames. utt_duration=472.3 frames, utt_pad_proportion=0.0839, over 21003.12 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3121, pruned_loss=0.0705, over 2394928.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.06415, over 7649.27 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3369, pruned_loss=0.1012, over 2473798.86 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08383, over 22606.51 utterances.], batch size: 48, lr: 6.11e-04
2022-08-22 19:01:53,988 INFO [train.py:927] (2/8) Epoch 5, batch 6850, giga_loss[loss=0.2295, simple_loss=0.3082, pruned_loss=0.07541, over 12474.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02929, over 55.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.334, pruned_loss=0.09739, over 2473715.30 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08341, over 21490.92 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3122, pruned_loss=0.07078, over 2396225.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.06363, over 7648.63 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.337, pruned_loss=0.1005, over 2474672.52 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08362, over 22947.95 utterances.], batch size: 55, lr: 6.11e-04
2022-08-22 19:03:34,929 INFO [train.py:927] (2/8) Epoch 5, batch 6900, libri_loss[loss=0.2163, simple_loss=0.3167, pruned_loss=0.05795, over 12442.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03506, over 46.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.332, pruned_loss=0.09586, over 2473836.51 frames. utt_duration=480 frames, utt_pad_proportion=0.07846, over 20677.99 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3121, pruned_loss=0.07088, over 2398620.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.0662, over 7705.98 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3352, pruned_loss=0.09911, over 2474858.14 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07848, over 22222.66 utterances.], batch size: 46, lr: 6.11e-04
2022-08-22 19:05:13,572 INFO [train.py:927] (2/8) Epoch 5, batch 6950, giga_loss[loss=0.3352, simple_loss=0.379, pruned_loss=0.1457, over 12366.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07905, over 213.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.334, pruned_loss=0.09755, over 2473870.78 frames. utt_duration=474 frames, utt_pad_proportion=0.07751, over 20942.65 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3123, pruned_loss=0.07089, over 2401382.49 frames. utt_duration=1250 frames, utt_pad_proportion=0.06439, over 7696.52 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3372, pruned_loss=0.1009, over 2474546.15 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07826, over 22594.63 utterances.], batch size: 213, lr: 6.11e-04
2022-08-22 19:06:59,394 INFO [train.py:927] (2/8) Epoch 5, batch 7000, giga_loss[loss=0.2806, simple_loss=0.3503, pruned_loss=0.1054, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02651, over 48.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3352, pruned_loss=0.09935, over 2474556.46 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07653, over 21321.73 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3124, pruned_loss=0.07103, over 2403353.82 frames. utt_duration=1249 frames, utt_pad_proportion=0.06335, over 7704.23 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3381, pruned_loss=0.1025, over 2474949.10 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07758, over 22919.98 utterances.], batch size: 48, lr: 6.11e-04
2022-08-22 19:08:43,200 INFO [train.py:927] (2/8) Epoch 5, batch 7050, giga_loss[loss=0.275, simple_loss=0.3452, pruned_loss=0.1024, over 12421.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03881, over 105.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3362, pruned_loss=0.1003, over 2474621.64 frames. utt_duration=452 frames, utt_pad_proportion=0.082, over 21971.85 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.313, pruned_loss=0.07115, over 2404829.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.0624, over 7700.26 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3383, pruned_loss=0.1032, over 2474872.16 frames. utt_duration=423 frames, utt_pad_proportion=0.08286, over 23483.94 utterances.], batch size: 105, lr: 6.11e-04
2022-08-22 19:10:24,626 INFO [train.py:927] (2/8) Epoch 5, batch 7100, giga_loss[loss=0.268, simple_loss=0.3433, pruned_loss=0.09631, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3358, pruned_loss=0.09962, over 2474373.86 frames. utt_duration=458.4 frames, utt_pad_proportion=0.082, over 21659.49 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3128, pruned_loss=0.07121, over 2407270.60 frames. utt_duration=1258 frames, utt_pad_proportion=0.06053, over 7665.03 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3385, pruned_loss=0.103, over 2474852.28 frames. utt_duration=424 frames, utt_pad_proportion=0.0834, over 23429.74 utterances.], batch size: 105, lr: 6.11e-04
2022-08-22 19:12:11,405 INFO [train.py:927] (2/8) Epoch 5, batch 7150, giga_loss[loss=0.269, simple_loss=0.3376, pruned_loss=0.1002, over 12427.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05115, over 162.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3345, pruned_loss=0.09789, over 2474550.31 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07793, over 21555.57 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3124, pruned_loss=0.07121, over 2409355.17 frames. utt_duration=1263 frames, utt_pad_proportion=0.05902, over 7638.02 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3379, pruned_loss=0.1016, over 2475453.10 frames. utt_duration=422.6 frames, utt_pad_proportion=0.07999, over 23511.85 utterances.], batch size: 162, lr: 6.10e-04
2022-08-22 19:13:54,008 INFO [train.py:927] (2/8) Epoch 5, batch 7200, giga_loss[loss=0.2497, simple_loss=0.324, pruned_loss=0.08776, over 12334.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03089, over 91.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3336, pruned_loss=0.09746, over 2474410.87 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07237, over 21333.67 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3119, pruned_loss=0.07094, over 2410559.09 frames. utt_duration=1269 frames, utt_pad_proportion=0.05795, over 7604.38 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3371, pruned_loss=0.1012, over 2475507.84 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07486, over 23233.61 utterances.], batch size: 91, lr: 6.10e-04
2022-08-22 19:15:41,213 INFO [train.py:927] (2/8) Epoch 5, batch 7250, giga_loss[loss=0.253, simple_loss=0.3206, pruned_loss=0.09269, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0286, over 45.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3323, pruned_loss=0.0972, over 2474361.73 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07582, over 21952.73 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.312, pruned_loss=0.07095, over 2411371.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05746, over 7602.33 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3352, pruned_loss=0.1004, over 2475080.91 frames. utt_duration=421.6 frames, utt_pad_proportion=0.07771, over 23564.65 utterances.], batch size: 45, lr: 6.10e-04
2022-08-22 19:17:26,022 INFO [train.py:927] (2/8) Epoch 5, batch 7300, giga_loss[loss=0.2553, simple_loss=0.3255, pruned_loss=0.09252, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03783, over 105.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3285, pruned_loss=0.09478, over 2473582.41 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07236, over 20957.03 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3121, pruned_loss=0.07095, over 2412722.14 frames. utt_duration=1274 frames, utt_pad_proportion=0.05621, over 7585.36 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3313, pruned_loss=0.09798, over 2474603.61 frames. utt_duration=439 frames, utt_pad_proportion=0.07466, over 22624.42 utterances.], batch size: 105, lr: 6.10e-04
2022-08-22 19:19:12,712 INFO [train.py:927] (2/8) Epoch 5, batch 7350, giga_loss[loss=0.2361, simple_loss=0.3213, pruned_loss=0.07538, over 12444.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03651, over 133.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3278, pruned_loss=0.09431, over 2473629.02 frames. utt_duration=476 frames, utt_pad_proportion=0.07135, over 20853.43 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3121, pruned_loss=0.07082, over 2413579.76 frames. utt_duration=1276 frames, utt_pad_proportion=0.05585, over 7575.72 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3302, pruned_loss=0.09725, over 2474475.42 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07345, over 22354.68 utterances.], batch size: 133, lr: 6.10e-04
2022-08-22 19:20:57,154 INFO [train.py:927] (2/8) Epoch 5, batch 7400, libri_loss[loss=0.225, simple_loss=0.3058, pruned_loss=0.07209, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007153, over 33.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3265, pruned_loss=0.09087, over 2474061.18 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07176, over 21722.00 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.312, pruned_loss=0.07065, over 2414744.18 frames. utt_duration=1278 frames, utt_pad_proportion=0.05511, over 7567.49 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3289, pruned_loss=0.09386, over 2475049.89 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07369, over 23245.41 utterances.], batch size: 33, lr: 6.10e-04
2022-08-22 19:22:40,702 INFO [train.py:927] (2/8) Epoch 5, batch 7450, libri_loss[loss=0.197, simple_loss=0.2812, pruned_loss=0.05638, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006364, over 31.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3233, pruned_loss=0.08748, over 2473995.88 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07259, over 22482.18 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3115, pruned_loss=0.07044, over 2415968.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.05366, over 7530.15 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3261, pruned_loss=0.09065, over 2475508.84 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07459, over 24203.42 utterances.], batch size: 31, lr: 6.10e-04
2022-08-22 19:24:23,914 INFO [train.py:927] (2/8) Epoch 5, batch 7500, giga_loss[loss=0.2336, simple_loss=0.3222, pruned_loss=0.07254, over 12376.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02655, over 66.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3211, pruned_loss=0.08412, over 2474050.26 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07278, over 22625.06 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3108, pruned_loss=0.07009, over 2417061.71 frames. utt_duration=1292 frames, utt_pad_proportion=0.0526, over 7490.75 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3242, pruned_loss=0.08741, over 2475857.28 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07484, over 24475.73 utterances.], batch size: 66, lr: 6.10e-04
2022-08-22 19:26:05,732 INFO [train.py:927] (2/8) Epoch 5, batch 7550, giga_loss[loss=0.2004, simple_loss=0.2918, pruned_loss=0.05451, over 12338.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.0283, over 66.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3211, pruned_loss=0.08277, over 2474474.86 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0698, over 22677.88 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3107, pruned_loss=0.0701, over 2418462.33 frames. utt_duration=1289 frames, utt_pad_proportion=0.05245, over 7514.23 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3239, pruned_loss=0.08575, over 2476190.95 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07184, over 24552.96 utterances.], batch size: 66, lr: 6.09e-04
2022-08-22 19:27:47,742 INFO [train.py:927] (2/8) Epoch 5, batch 7600, giga_loss[loss=0.2259, simple_loss=0.3101, pruned_loss=0.07083, over 12373.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04052, over 113.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3185, pruned_loss=0.08055, over 2474511.68 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07238, over 23220.63 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3105, pruned_loss=0.0698, over 2420028.71 frames. utt_duration=1295 frames, utt_pad_proportion=0.0511, over 7483.79 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3212, pruned_loss=0.08357, over 2476225.19 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07432, over 25242.89 utterances.], batch size: 113, lr: 6.09e-04
2022-08-22 19:29:31,121 INFO [train.py:927] (2/8) Epoch 5, batch 7650, giga_loss[loss=0.2293, simple_loss=0.3128, pruned_loss=0.07294, over 12378.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.02846, over 85.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3178, pruned_loss=0.07985, over 2475130.52 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07351, over 24073.04 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3108, pruned_loss=0.06989, over 2420511.58 frames. utt_duration=1294 frames, utt_pad_proportion=0.05081, over 7491.96 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3197, pruned_loss=0.08225, over 2476520.01 frames. utt_duration=385.4 frames, utt_pad_proportion=0.07507, over 25800.88 utterances.], batch size: 85, lr: 6.09e-04
2022-08-22 19:31:13,736 INFO [train.py:927] (2/8) Epoch 5, batch 7700, giga_loss[loss=0.2059, simple_loss=0.2965, pruned_loss=0.05768, over 12330.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03309, over 51.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3159, pruned_loss=0.07803, over 2475508.31 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06908, over 23580.65 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3109, pruned_loss=0.06992, over 2421030.08 frames. utt_duration=1294 frames, utt_pad_proportion=0.0505, over 7491.48 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3175, pruned_loss=0.08001, over 2476884.71 frames. utt_duration=395.1 frames, utt_pad_proportion=0.07076, over 25169.85 utterances.], batch size: 51, lr: 6.09e-04
2022-08-22 19:32:56,214 INFO [train.py:927] (2/8) Epoch 5, batch 7750, giga_loss[loss=0.1965, simple_loss=0.2834, pruned_loss=0.0548, over 12343.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03421, over 62.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3118, pruned_loss=0.07527, over 2476038.17 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06729, over 23239.20 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.07, over 2421390.93 frames. utt_duration=1294 frames, utt_pad_proportion=0.0503, over 7494.02 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.313, pruned_loss=0.07678, over 2477042.25 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06881, over 24547.10 utterances.], batch size: 62, lr: 6.09e-04
2022-08-22 19:34:41,288 INFO [train.py:927] (2/8) Epoch 5, batch 7800, giga_loss[loss=0.231, simple_loss=0.3158, pruned_loss=0.07307, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03981, over 113.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3102, pruned_loss=0.07393, over 2476118.01 frames. utt_duration=429.5 frames, utt_pad_proportion=0.06508, over 23140.19 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3116, pruned_loss=0.07011, over 2422073.58 frames. utt_duration=1296 frames, utt_pad_proportion=0.0497, over 7483.67 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3106, pruned_loss=0.07509, over 2477036.49 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06661, over 24385.33 utterances.], batch size: 113, lr: 6.09e-04
2022-08-22 19:36:41,338 INFO [train.py:927] (2/8) Epoch 5, batch 7850, giga_loss[loss=0.2095, simple_loss=0.2938, pruned_loss=0.06254, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.02895, over 62.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3129, pruned_loss=0.07393, over 2476479.36 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06364, over 23683.09 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3129, pruned_loss=0.0704, over 2422842.14 frames. utt_duration=1297 frames, utt_pad_proportion=0.04912, over 7480.42 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3122, pruned_loss=0.07466, over 2477265.25 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06511, over 24895.48 utterances.], batch size: 62, lr: 6.09e-04
2022-08-22 19:38:39,992 INFO [train.py:927] (2/8) Epoch 5, batch 7900, giga_loss[loss=0.2153, simple_loss=0.2899, pruned_loss=0.07031, over 12388.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09497, over 255.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3112, pruned_loss=0.07281, over 2476264.59 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06233, over 23575.52 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3129, pruned_loss=0.07043, over 2423035.93 frames. utt_duration=1298 frames, utt_pad_proportion=0.04892, over 7478.01 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3106, pruned_loss=0.07337, over 2476937.53 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06361, over 24589.12 utterances.], batch size: 255, lr: 6.08e-04
2022-08-22 19:40:45,460 INFO [train.py:927] (2/8) Epoch 5, batch 7950, libri_loss[loss=0.2342, simple_loss=0.325, pruned_loss=0.07167, over 12452.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03465, over 46.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3091, pruned_loss=0.07086, over 2476761.15 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06509, over 24308.88 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3128, pruned_loss=0.07039, over 2423840.90 frames. utt_duration=1300 frames, utt_pad_proportion=0.04833, over 7465.69 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3087, pruned_loss=0.07138, over 2477519.89 frames. utt_duration=391 frames, utt_pad_proportion=0.06623, over 25432.34 utterances.], batch size: 46, lr: 6.08e-04
2022-08-22 19:42:45,348 INFO [train.py:927] (2/8) Epoch 5, batch 8000, giga_loss[loss=0.1781, simple_loss=0.268, pruned_loss=0.04405, over 12388.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03042, over 62.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.307, pruned_loss=0.07059, over 2476967.11 frames. utt_duration=399 frames, utt_pad_proportion=0.06934, over 24912.93 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3129, pruned_loss=0.07046, over 2425135.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.05168, over 7526.55 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3065, pruned_loss=0.07092, over 2477590.41 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06933, over 26136.64 utterances.], batch size: 62, lr: 6.08e-04
2022-08-22 19:44:40,693 INFO [train.py:927] (2/8) Epoch 5, batch 8050, giga_loss[loss=0.2138, simple_loss=0.3045, pruned_loss=0.0615, over 12436.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04931, over 162.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3065, pruned_loss=0.07024, over 2476939.74 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06552, over 24402.91 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3127, pruned_loss=0.07059, over 2425736.07 frames. utt_duration=1293 frames, utt_pad_proportion=0.05088, over 7511.16 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3061, pruned_loss=0.07039, over 2477814.08 frames. utt_duration=387 frames, utt_pad_proportion=0.06596, over 25693.48 utterances.], batch size: 162, lr: 6.08e-04
2022-08-22 19:46:57,014 INFO [train.py:927] (2/8) Epoch 5, batch 8100, giga_loss[loss=0.2248, simple_loss=0.3176, pruned_loss=0.06605, over 12386.00 frames. utt_duration=376.5 frames, utt_pad_proportion=0.0346, over 132.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3059, pruned_loss=0.06928, over 2476615.40 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06405, over 24033.64 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3128, pruned_loss=0.07061, over 2426155.57 frames. utt_duration=1296 frames, utt_pad_proportion=0.05028, over 7499.54 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3054, pruned_loss=0.06938, over 2477609.63 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06467, over 25276.93 utterances.], batch size: 132, lr: 6.08e-04
2022-08-22 19:48:58,770 INFO [train.py:927] (2/8) Epoch 5, batch 8150, giga_loss[loss=0.2446, simple_loss=0.3401, pruned_loss=0.07451, over 12444.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3054, pruned_loss=0.06908, over 2477365.75 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06418, over 24487.59 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3132, pruned_loss=0.07067, over 2426976.19 frames. utt_duration=1295 frames, utt_pad_proportion=0.04977, over 7507.38 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3046, pruned_loss=0.06907, over 2478331.86 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06486, over 25754.01 utterances.], batch size: 161, lr: 6.08e-04
2022-08-22 19:51:01,921 INFO [train.py:927] (2/8) Epoch 5, batch 8200, giga_loss[loss=0.2106, simple_loss=0.3141, pruned_loss=0.05355, over 12122.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03888, over 33.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3084, pruned_loss=0.06865, over 2477338.09 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06544, over 25044.22 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3134, pruned_loss=0.07084, over 2427431.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.0541, over 7581.83 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3074, pruned_loss=0.06845, over 2478355.12 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06479, over 26197.59 utterances.], batch size: 33, lr: 6.08e-04
2022-08-22 19:53:09,437 INFO [train.py:927] (2/8) Epoch 5, batch 8250, giga_loss[loss=0.1896, simple_loss=0.2881, pruned_loss=0.04553, over 12400.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05439, over 181.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3095, pruned_loss=0.06782, over 2477410.02 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06372, over 24470.29 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3144, pruned_loss=0.0711, over 2428337.42 frames. utt_duration=1279 frames, utt_pad_proportion=0.05397, over 7605.23 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3078, pruned_loss=0.06738, over 2478521.72 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06338, over 25742.13 utterances.], batch size: 181, lr: 6.07e-04
2022-08-22 19:55:10,493 INFO [train.py:927] (2/8) Epoch 5, batch 8300, giga_loss[loss=0.2209, simple_loss=0.3034, pruned_loss=0.06918, over 12369.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3126, pruned_loss=0.06929, over 2477783.47 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06391, over 24051.71 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3171, pruned_loss=0.07119, over 2430223.59 frames. utt_duration=1274 frames, utt_pad_proportion=0.05347, over 7638.20 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3087, pruned_loss=0.06874, over 2478925.80 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06389, over 25736.99 utterances.], batch size: 113, lr: 6.07e-04
2022-08-22 19:57:36,541 INFO [train.py:927] (2/8) Epoch 5, batch 8350, giga_loss[loss=0.2136, simple_loss=0.2957, pruned_loss=0.06573, over 12410.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02504, over 85.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3105, pruned_loss=0.06893, over 2477855.22 frames. utt_duration=428.4 frames, utt_pad_proportion=0.05999, over 23203.48 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3166, pruned_loss=0.07108, over 2432025.14 frames. utt_duration=1280 frames, utt_pad_proportion=0.05195, over 7607.00 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3076, pruned_loss=0.06853, over 2478872.77 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06074, over 25166.27 utterances.], batch size: 85, lr: 6.07e-04
2022-08-22 19:59:45,957 INFO [train.py:927] (2/8) Epoch 5, batch 8400, giga_loss[loss=0.2354, simple_loss=0.3096, pruned_loss=0.08064, over 12450.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02874, over 122.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3065, pruned_loss=0.0672, over 2477678.96 frames. utt_duration=433.1 frames, utt_pad_proportion=0.05993, over 22947.95 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3166, pruned_loss=0.07114, over 2432285.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05622, over 7678.98 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3043, pruned_loss=0.06679, over 2478652.47 frames. utt_duration=404.8 frames, utt_pad_proportion=0.05928, over 24565.52 utterances.], batch size: 122, lr: 6.07e-04
2022-08-22 20:01:49,485 INFO [train.py:927] (2/8) Epoch 5, batch 8450, giga_loss[loss=0.2245, simple_loss=0.3087, pruned_loss=0.07017, over 12352.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.034, over 62.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3071, pruned_loss=0.068, over 2477488.65 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06182, over 22905.74 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3163, pruned_loss=0.07101, over 2432738.10 frames. utt_duration=1270 frames, utt_pad_proportion=0.05557, over 7671.87 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3054, pruned_loss=0.06773, over 2478445.78 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06137, over 24379.29 utterances.], batch size: 62, lr: 6.07e-04
2022-08-22 20:03:53,521 INFO [train.py:927] (2/8) Epoch 5, batch 8500, libri_loss[loss=0.2034, simple_loss=0.2764, pruned_loss=0.06517, over 12473.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008636, over 29.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3065, pruned_loss=0.06872, over 2477603.05 frames. utt_duration=433.1 frames, utt_pad_proportion=0.06043, over 22943.14 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3161, pruned_loss=0.07107, over 2433941.65 frames. utt_duration=1268 frames, utt_pad_proportion=0.055, over 7685.25 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3051, pruned_loss=0.06839, over 2478449.98 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06036, over 24502.47 utterances.], batch size: 29, lr: 6.07e-04
2022-08-22 20:05:57,929 INFO [train.py:927] (2/8) Epoch 5, batch 8550, giga_loss[loss=0.2279, simple_loss=0.317, pruned_loss=0.06935, over 12387.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03904, over 145.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3066, pruned_loss=0.06902, over 2477151.79 frames. utt_duration=450.1 frames, utt_pad_proportion=0.05857, over 22073.99 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.316, pruned_loss=0.07095, over 2434404.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.05425, over 7659.67 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3053, pruned_loss=0.06883, over 2478183.87 frames. utt_duration=421.3 frames, utt_pad_proportion=0.05888, over 23594.01 utterances.], batch size: 145, lr: 6.07e-04
2022-08-22 20:08:19,806 INFO [train.py:927] (2/8) Epoch 5, batch 8600, libri_loss[loss=0.1788, simple_loss=0.2624, pruned_loss=0.04756, over 12419.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006455, over 30.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3067, pruned_loss=0.06929, over 2476854.11 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06255, over 23023.36 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.315, pruned_loss=0.07049, over 2435092.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05347, over 7619.54 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3064, pruned_loss=0.06953, over 2478014.03 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06281, over 24625.02 utterances.], batch size: 30, lr: 6.07e-04
2022-08-22 20:10:28,271 INFO [train.py:927] (2/8) Epoch 5, batch 8650, giga_loss[loss=0.2208, simple_loss=0.3104, pruned_loss=0.06564, over 12450.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03713, over 133.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3039, pruned_loss=0.06824, over 2476918.85 frames. utt_duration=436.9 frames, utt_pad_proportion=0.05927, over 22739.16 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3148, pruned_loss=0.07028, over 2436173.11 frames. utt_duration=1284 frames, utt_pad_proportion=0.05203, over 7597.06 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3035, pruned_loss=0.06857, over 2478219.67 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06017, over 24564.61 utterances.], batch size: 133, lr: 6.06e-04
2022-08-22 20:12:26,177 INFO [train.py:927] (2/8) Epoch 5, batch 8700, giga_loss[loss=0.2142, simple_loss=0.2998, pruned_loss=0.06431, over 12376.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07154, over 212.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3008, pruned_loss=0.06722, over 2476545.06 frames. utt_duration=439.9 frames, utt_pad_proportion=0.06025, over 22578.70 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.314, pruned_loss=0.07015, over 2437076.33 frames. utt_duration=1292 frames, utt_pad_proportion=0.05058, over 7555.09 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3007, pruned_loss=0.06751, over 2478229.93 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06139, over 24624.06 utterances.], batch size: 212, lr: 6.06e-04
2022-08-22 20:14:21,423 INFO [train.py:927] (2/8) Epoch 5, batch 8750, giga_loss[loss=0.2196, simple_loss=0.2959, pruned_loss=0.07161, over 12401.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0316, over 122.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06789, over 2476783.27 frames. utt_duration=445.5 frames, utt_pad_proportion=0.05844, over 22300.41 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3139, pruned_loss=0.07033, over 2438423.92 frames. utt_duration=1281 frames, utt_pad_proportion=0.05376, over 7621.28 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3009, pruned_loss=0.06788, over 2478549.95 frames. utt_duration=405.5 frames, utt_pad_proportion=0.05872, over 24524.15 utterances.], batch size: 122, lr: 6.06e-04
2022-08-22 20:16:25,628 INFO [train.py:927] (2/8) Epoch 5, batch 8800, giga_loss[loss=0.1855, simple_loss=0.2753, pruned_loss=0.04787, over 12315.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.0292, over 70.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2993, pruned_loss=0.06611, over 2476821.73 frames. utt_duration=440.8 frames, utt_pad_proportion=0.05778, over 22535.00 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3136, pruned_loss=0.07025, over 2438776.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05748, over 7677.79 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.299, pruned_loss=0.06613, over 2478626.26 frames. utt_duration=405.4 frames, utt_pad_proportion=0.05712, over 24529.63 utterances.], batch size: 70, lr: 6.06e-04
2022-08-22 20:18:42,207 INFO [train.py:927] (2/8) Epoch 5, batch 8850, libri_loss[loss=0.2707, simple_loss=0.3823, pruned_loss=0.07957, over 12446.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006816, over 32.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2991, pruned_loss=0.0656, over 2477158.87 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0654, over 22982.45 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3149, pruned_loss=0.07041, over 2439613.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05733, over 7682.96 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2972, pruned_loss=0.06533, over 2478707.26 frames. utt_duration=399 frames, utt_pad_proportion=0.06443, over 24923.11 utterances.], batch size: 32, lr: 6.06e-04
2022-08-22 20:20:43,407 INFO [train.py:927] (2/8) Epoch 5, batch 8900, giga_loss[loss=0.2599, simple_loss=0.3274, pruned_loss=0.09621, over 12403.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09383, over 255.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3018, pruned_loss=0.06682, over 2477315.19 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06375, over 22732.84 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3161, pruned_loss=0.0707, over 2440611.21 frames. utt_duration=1271 frames, utt_pad_proportion=0.0564, over 7693.05 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2986, pruned_loss=0.06616, over 2479041.55 frames. utt_duration=400 frames, utt_pad_proportion=0.06339, over 24861.77 utterances.], batch size: 255, lr: 6.06e-04
2022-08-22 20:22:43,230 INFO [train.py:927] (2/8) Epoch 5, batch 8950, giga_loss[loss=0.2119, simple_loss=0.3118, pruned_loss=0.05603, over 12347.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.03044, over 66.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3005, pruned_loss=0.06577, over 2477483.23 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06142, over 22912.83 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3155, pruned_loss=0.07043, over 2440776.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.05566, over 7669.36 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2982, pruned_loss=0.06542, over 2479359.86 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06153, over 24895.07 utterances.], batch size: 66, lr: 6.06e-04
2022-08-22 20:24:49,131 INFO [train.py:927] (2/8) Epoch 5, batch 9000, giga_loss[loss=0.2239, simple_loss=0.3082, pruned_loss=0.06977, over 12385.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0308, over 122.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3016, pruned_loss=0.06573, over 2477612.75 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06491, over 23816.59 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3155, pruned_loss=0.07043, over 2440776.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.05566, over 7669.36 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2998, pruned_loss=0.06545, over 2479073.36 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06479, over 25359.39 utterances.], batch size: 122, lr: 6.05e-04
2022-08-22 20:24:49,132 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 20:25:05,691 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.1923, simple_loss=0.2997, pruned_loss=0.04245, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 20:27:00,721 INFO [train.py:927] (2/8) Epoch 5, batch 9050, giga_loss[loss=0.2529, simple_loss=0.3223, pruned_loss=0.09171, over 12416.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07306, over 212.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3032, pruned_loss=0.06734, over 2478564.25 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06686, over 24589.55 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3154, pruned_loss=0.07046, over 2442300.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.05854, over 7733.37 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3014, pruned_loss=0.06693, over 2479666.82 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06592, over 26365.27 utterances.], batch size: 212, lr: 6.05e-04
2022-08-22 20:29:05,955 INFO [train.py:927] (2/8) Epoch 5, batch 9100, giga_loss[loss=0.2117, simple_loss=0.301, pruned_loss=0.06122, over 12356.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3009, pruned_loss=0.06608, over 2478516.19 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06521, over 24439.92 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3153, pruned_loss=0.07049, over 2442808.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05805, over 7728.04 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2993, pruned_loss=0.06569, over 2479240.54 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06471, over 25999.77 utterances.], batch size: 58, lr: 6.05e-04
2022-08-22 20:31:07,959 INFO [train.py:927] (2/8) Epoch 5, batch 9150, giga_loss[loss=0.2014, simple_loss=0.2944, pruned_loss=0.05417, over 12391.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2985, pruned_loss=0.06518, over 2477653.95 frames. utt_duration=405.5 frames, utt_pad_proportion=0.0678, over 24512.94 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3155, pruned_loss=0.07063, over 2443605.02 frames. utt_duration=1265 frames, utt_pad_proportion=0.05738, over 7734.84 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2968, pruned_loss=0.06465, over 2478299.06 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06745, over 26108.72 utterances.], batch size: 146, lr: 6.05e-04
2022-08-22 20:33:14,248 INFO [train.py:927] (2/8) Epoch 5, batch 9200, giga_loss[loss=0.2405, simple_loss=0.3183, pruned_loss=0.08131, over 12459.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05075, over 162.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3009, pruned_loss=0.06618, over 2477546.91 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06834, over 24534.23 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3157, pruned_loss=0.07042, over 2444153.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.05654, over 7717.30 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.299, pruned_loss=0.06585, over 2478170.18 frames. utt_duration=381 frames, utt_pad_proportion=0.0683, over 26096.26 utterances.], batch size: 162, lr: 6.05e-04
2022-08-22 20:35:08,721 INFO [train.py:927] (2/8) Epoch 5, batch 9250, giga_loss[loss=0.226, simple_loss=0.2882, pruned_loss=0.08189, over 12379.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.181, over 359.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3038, pruned_loss=0.06796, over 2477559.56 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06895, over 25157.23 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3157, pruned_loss=0.07042, over 2445074.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.05682, over 7778.38 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3019, pruned_loss=0.06755, over 2478562.95 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06895, over 27040.94 utterances.], batch size: 359, lr: 6.05e-04
2022-08-22 20:37:15,209 INFO [train.py:927] (2/8) Epoch 5, batch 9300, giga_loss[loss=0.2367, simple_loss=0.3259, pruned_loss=0.0737, over 12452.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04393, over 134.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3052, pruned_loss=0.06805, over 2477535.28 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06725, over 24897.33 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3151, pruned_loss=0.07023, over 2445186.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05616, over 7746.05 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3039, pruned_loss=0.06784, over 2478787.66 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06758, over 26718.09 utterances.], batch size: 134, lr: 6.05e-04
2022-08-22 20:39:21,945 INFO [train.py:927] (2/8) Epoch 5, batch 9350, giga_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.07767, over 12455.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.02976, over 98.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3038, pruned_loss=0.06793, over 2477482.15 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06924, over 24940.92 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3148, pruned_loss=0.07023, over 2445656.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05517, over 7731.90 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3027, pruned_loss=0.06771, over 2478950.15 frames. utt_duration=370 frames, utt_pad_proportion=0.06971, over 26889.40 utterances.], batch size: 98, lr: 6.05e-04
2022-08-22 20:41:23,094 INFO [train.py:927] (2/8) Epoch 5, batch 9400, giga_loss[loss=0.238, simple_loss=0.3176, pruned_loss=0.07924, over 12401.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03436, over 122.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3026, pruned_loss=0.06772, over 2477308.91 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07006, over 25469.01 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3146, pruned_loss=0.07012, over 2445946.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.05456, over 7725.96 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3018, pruned_loss=0.0676, over 2478639.60 frames. utt_duration=365 frames, utt_pad_proportion=0.0706, over 27248.94 utterances.], batch size: 122, lr: 6.04e-04
2022-08-22 20:43:30,116 INFO [train.py:927] (2/8) Epoch 5, batch 9450, giga_loss[loss=0.1867, simple_loss=0.2616, pruned_loss=0.05588, over 12381.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1693, over 354.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3008, pruned_loss=0.06725, over 2477407.87 frames. utt_duration=402.7 frames, utt_pad_proportion=0.0684, over 24679.98 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3135, pruned_loss=0.06968, over 2447421.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05807, over 7773.33 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3006, pruned_loss=0.06746, over 2478548.88 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06828, over 26864.18 utterances.], batch size: 354, lr: 6.04e-04
2022-08-22 20:45:35,122 INFO [train.py:927] (2/8) Epoch 5, batch 9500, giga_loss[loss=0.2083, simple_loss=0.3031, pruned_loss=0.05671, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3001, pruned_loss=0.06607, over 2477494.25 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06492, over 24322.94 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3129, pruned_loss=0.0695, over 2447723.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.05737, over 7740.13 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3002, pruned_loss=0.06632, over 2478656.75 frames. utt_duration=377 frames, utt_pad_proportion=0.06529, over 26380.62 utterances.], batch size: 133, lr: 6.04e-04
2022-08-22 20:47:24,992 INFO [train.py:927] (2/8) Epoch 5, batch 9550, giga_loss[loss=0.2018, simple_loss=0.2965, pruned_loss=0.0535, over 12377.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02868, over 85.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3015, pruned_loss=0.06547, over 2477771.98 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06678, over 24331.43 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.313, pruned_loss=0.06965, over 2447925.17 frames. utt_duration=1255 frames, utt_pad_proportion=0.06145, over 7809.34 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3014, pruned_loss=0.06549, over 2478779.30 frames. utt_duration=382 frames, utt_pad_proportion=0.06588, over 26039.60 utterances.], batch size: 85, lr: 6.04e-04
2022-08-22 20:49:35,899 INFO [train.py:927] (2/8) Epoch 5, batch 9600, giga_loss[loss=0.2265, simple_loss=0.3128, pruned_loss=0.07009, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04093, over 28.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3014, pruned_loss=0.06495, over 2477530.25 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06736, over 24223.09 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3129, pruned_loss=0.06965, over 2448287.96 frames. utt_duration=1257 frames, utt_pad_proportion=0.06054, over 7799.26 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3012, pruned_loss=0.06489, over 2478535.01 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06687, over 25870.47 utterances.], batch size: 28, lr: 6.04e-04
2022-08-22 20:51:49,391 INFO [train.py:927] (2/8) Epoch 5, batch 9650, giga_loss[loss=0.207, simple_loss=0.3008, pruned_loss=0.05663, over 12457.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05398, over 162.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.303, pruned_loss=0.06542, over 2477985.57 frames. utt_duration=407 frames, utt_pad_proportion=0.0648, over 24425.91 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3134, pruned_loss=0.06977, over 2448845.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.05961, over 7780.42 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3022, pruned_loss=0.0652, over 2478814.50 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06483, over 26041.00 utterances.], batch size: 162, lr: 6.04e-04
2022-08-22 20:54:06,713 INFO [train.py:927] (2/8) Epoch 5, batch 9700, giga_loss[loss=0.2964, simple_loss=0.3891, pruned_loss=0.1019, over 12395.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3058, pruned_loss=0.06676, over 2478276.11 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06607, over 24884.72 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3136, pruned_loss=0.06996, over 2449329.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.06362, over 7847.72 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3048, pruned_loss=0.06634, over 2479168.06 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06507, over 26503.62 utterances.], batch size: 113, lr: 6.04e-04
2022-08-22 20:56:27,699 INFO [train.py:927] (2/8) Epoch 5, batch 9750, giga_loss[loss=0.2106, simple_loss=0.2941, pruned_loss=0.06353, over 12385.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04157, over 160.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3054, pruned_loss=0.06654, over 2477763.95 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06329, over 23639.30 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.314, pruned_loss=0.0705, over 2449701.58 frames. utt_duration=1239 frames, utt_pad_proportion=0.06734, over 7917.57 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3041, pruned_loss=0.06563, over 2478657.52 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06144, over 25166.68 utterances.], batch size: 160, lr: 6.04e-04
2022-08-22 20:58:37,990 INFO [train.py:927] (2/8) Epoch 5, batch 9800, giga_loss[loss=0.2423, simple_loss=0.3279, pruned_loss=0.07832, over 12446.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03598, over 98.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3033, pruned_loss=0.06516, over 2477851.12 frames. utt_duration=440.5 frames, utt_pad_proportion=0.06134, over 22559.75 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3137, pruned_loss=0.07027, over 2450578.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.06696, over 7925.15 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.06451, over 2478531.64 frames. utt_duration=411 frames, utt_pad_proportion=0.05994, over 24187.90 utterances.], batch size: 98, lr: 6.03e-04
2022-08-22 21:00:40,163 INFO [train.py:927] (2/8) Epoch 5, batch 9850, giga_loss[loss=0.2013, simple_loss=0.2966, pruned_loss=0.05295, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03788, over 113.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3025, pruned_loss=0.06451, over 2478399.15 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06204, over 23112.12 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3137, pruned_loss=0.07034, over 2451208.31 frames. utt_duration=1236 frames, utt_pad_proportion=0.06656, over 7940.42 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3015, pruned_loss=0.06383, over 2478855.59 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06103, over 24655.30 utterances.], batch size: 113, lr: 6.03e-04
2022-08-22 21:02:33,603 INFO [train.py:927] (2/8) Epoch 5, batch 9900, giga_loss[loss=0.2086, simple_loss=0.2781, pruned_loss=0.0696, over 12363.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1775, over 357.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3043, pruned_loss=0.06552, over 2478825.75 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06713, over 24055.53 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3132, pruned_loss=0.07024, over 2451885.55 frames. utt_duration=1241 frames, utt_pad_proportion=0.06543, over 7914.04 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3037, pruned_loss=0.06495, over 2479186.21 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06633, over 25628.74 utterances.], batch size: 357, lr: 6.03e-04
2022-08-22 21:04:32,792 INFO [train.py:927] (2/8) Epoch 5, batch 9950, libri_loss[loss=0.1671, simple_loss=0.255, pruned_loss=0.03965, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009447, over 28.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3021, pruned_loss=0.06531, over 2478601.60 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06947, over 24568.97 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3127, pruned_loss=0.06993, over 2451709.21 frames. utt_duration=1234 frames, utt_pad_proportion=0.06869, over 7956.86 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3019, pruned_loss=0.06504, over 2479608.04 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06794, over 26139.54 utterances.], batch size: 28, lr: 6.03e-04
2022-08-22 21:06:15,059 INFO [train.py:927] (2/8) Epoch 5, batch 10000, giga_loss[loss=0.268, simple_loss=0.347, pruned_loss=0.09448, over 12416.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03244, over 122.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3058, pruned_loss=0.06763, over 2478280.11 frames. utt_duration=410 frames, utt_pad_proportion=0.06807, over 24252.63 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3125, pruned_loss=0.06985, over 2451691.30 frames. utt_duration=1238 frames, utt_pad_proportion=0.06811, over 7930.67 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3057, pruned_loss=0.06744, over 2479461.63 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06709, over 25752.66 utterances.], batch size: 122, lr: 6.03e-04
2022-08-22 21:07:57,865 INFO [train.py:927] (2/8) Epoch 5, batch 10050, giga_loss[loss=0.2329, simple_loss=0.3076, pruned_loss=0.07914, over 12431.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3126, pruned_loss=0.07165, over 2476547.26 frames. utt_duration=446.3 frames, utt_pad_proportion=0.06442, over 22258.09 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3128, pruned_loss=0.06997, over 2451850.84 frames. utt_duration=1238 frames, utt_pad_proportion=0.06786, over 7934.01 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3122, pruned_loss=0.0714, over 2477438.14 frames. utt_duration=423 frames, utt_pad_proportion=0.06384, over 23498.24 utterances.], batch size: 105, lr: 6.03e-04
2022-08-22 21:09:41,545 INFO [train.py:927] (2/8) Epoch 5, batch 10100, giga_loss[loss=0.1861, simple_loss=0.2627, pruned_loss=0.05476, over 12412.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.0763, over 213.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3075, pruned_loss=0.07016, over 2476354.47 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06316, over 20989.60 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3132, pruned_loss=0.07008, over 2451938.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06726, over 7926.95 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3068, pruned_loss=0.06987, over 2477311.23 frames. utt_duration=448.5 frames, utt_pad_proportion=0.06289, over 22155.99 utterances.], batch size: 213, lr: 6.03e-04
2022-08-22 21:11:23,885 INFO [train.py:927] (2/8) Epoch 5, batch 10150, giga_loss[loss=0.1742, simple_loss=0.2484, pruned_loss=0.04997, over 12333.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04965, over 26.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2997, pruned_loss=0.06795, over 2475167.74 frames. utt_duration=482 frames, utt_pad_proportion=0.06389, over 20599.58 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3129, pruned_loss=0.07001, over 2452084.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06621, over 7913.54 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2993, pruned_loss=0.06777, over 2476218.46 frames. utt_duration=456.3 frames, utt_pad_proportion=0.06396, over 21768.29 utterances.], batch size: 26, lr: 6.02e-04
2022-08-22 21:13:06,545 INFO [train.py:927] (2/8) Epoch 5, batch 10200, giga_loss[loss=0.2091, simple_loss=0.2849, pruned_loss=0.06667, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2918, pruned_loss=0.06498, over 2474648.34 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06508, over 20482.49 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3123, pruned_loss=0.06984, over 2452650.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.06569, over 7908.78 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2916, pruned_loss=0.06491, over 2475464.16 frames. utt_duration=457.5 frames, utt_pad_proportion=0.06525, over 21707.31 utterances.], batch size: 161, lr: 6.02e-04
2022-08-22 21:14:48,258 INFO [train.py:927] (2/8) Epoch 5, batch 10250, giga_loss[loss=0.1974, simple_loss=0.2727, pruned_loss=0.06107, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03383, over 85.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2872, pruned_loss=0.06329, over 2473810.51 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06356, over 19511.54 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3119, pruned_loss=0.06982, over 2452927.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.06402, over 7862.86 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2867, pruned_loss=0.06305, over 2474881.88 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06438, over 20921.48 utterances.], batch size: 85, lr: 6.02e-04
2022-08-22 21:16:27,638 INFO [train.py:927] (2/8) Epoch 5, batch 10300, giga_loss[loss=0.212, simple_loss=0.2851, pruned_loss=0.06948, over 12405.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05618, over 162.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.283, pruned_loss=0.0617, over 2473440.56 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05925, over 18471.05 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3118, pruned_loss=0.06997, over 2453108.13 frames. utt_duration=1253 frames, utt_pad_proportion=0.06258, over 7843.19 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2819, pruned_loss=0.06116, over 2474692.54 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06071, over 19918.16 utterances.], batch size: 162, lr: 6.02e-04
2022-08-22 21:18:08,638 INFO [train.py:927] (2/8) Epoch 5, batch 10350, giga_loss[loss=0.1796, simple_loss=0.2609, pruned_loss=0.0491, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05427, over 162.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2791, pruned_loss=0.06021, over 2473770.72 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05955, over 18489.03 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3121, pruned_loss=0.06992, over 2453773.93 frames. utt_duration=1252 frames, utt_pad_proportion=0.06222, over 7847.70 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2773, pruned_loss=0.05963, over 2474603.69 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06086, over 19886.73 utterances.], batch size: 162, lr: 6.02e-04
2022-08-22 21:19:49,054 INFO [train.py:927] (2/8) Epoch 5, batch 10400, giga_loss[loss=0.1841, simple_loss=0.2596, pruned_loss=0.05432, over 12408.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0355, over 113.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2759, pruned_loss=0.05893, over 2474096.90 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05665, over 17395.02 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3124, pruned_loss=0.0702, over 2454414.03 frames. utt_duration=1243 frames, utt_pad_proportion=0.06422, over 7904.95 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2732, pruned_loss=0.05789, over 2474816.09 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0571, over 18785.40 utterances.], batch size: 113, lr: 6.02e-04
2022-08-22 21:21:33,185 INFO [train.py:927] (2/8) Epoch 5, batch 10450, giga_loss[loss=0.1767, simple_loss=0.2497, pruned_loss=0.05186, over 12424.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04242, over 34.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2715, pruned_loss=0.05709, over 2474302.29 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05781, over 17954.73 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3124, pruned_loss=0.07023, over 2454604.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.06369, over 7896.93 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.269, pruned_loss=0.05614, over 2474855.61 frames. utt_duration=518.7 frames, utt_pad_proportion=0.05824, over 19137.15 utterances.], batch size: 34, lr: 6.02e-04
2022-08-22 21:23:16,152 INFO [train.py:927] (2/8) Epoch 5, batch 10500, giga_loss[loss=0.267, simple_loss=0.3376, pruned_loss=0.09826, over 12420.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2823, pruned_loss=0.06304, over 2473799.37 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06222, over 18130.46 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3122, pruned_loss=0.07018, over 2454812.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.06739, over 7962.59 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2799, pruned_loss=0.06218, over 2474304.63 frames. utt_duration=518.7 frames, utt_pad_proportion=0.061, over 19133.28 utterances.], batch size: 105, lr: 6.02e-04
2022-08-22 21:24:59,558 INFO [train.py:927] (2/8) Epoch 5, batch 10550, giga_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05868, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04343, over 31.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2927, pruned_loss=0.06781, over 2473022.90 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06147, over 17804.48 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3126, pruned_loss=0.07021, over 2455135.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06609, over 7934.76 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2899, pruned_loss=0.06698, over 2473571.40 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06096, over 18854.52 utterances.], batch size: 31, lr: 6.01e-04
2022-08-22 21:26:42,396 INFO [train.py:927] (2/8) Epoch 5, batch 10600, giga_loss[loss=0.2365, simple_loss=0.3237, pruned_loss=0.07464, over 12341.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.033, over 97.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2979, pruned_loss=0.06916, over 2472464.39 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05765, over 17615.44 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3132, pruned_loss=0.07041, over 2454924.63 frames. utt_duration=1243 frames, utt_pad_proportion=0.06509, over 7908.29 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2949, pruned_loss=0.0683, over 2473378.02 frames. utt_duration=532.3 frames, utt_pad_proportion=0.05776, over 18637.29 utterances.], batch size: 97, lr: 6.01e-04
2022-08-22 21:28:25,361 INFO [train.py:927] (2/8) Epoch 5, batch 10650, giga_loss[loss=0.2165, simple_loss=0.2924, pruned_loss=0.07026, over 12348.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03375, over 51.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3007, pruned_loss=0.07057, over 2472585.69 frames. utt_duration=564 frames, utt_pad_proportion=0.0577, over 17583.74 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3127, pruned_loss=0.07026, over 2455417.25 frames. utt_duration=1247 frames, utt_pad_proportion=0.06442, over 7882.79 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.2986, pruned_loss=0.07004, over 2473092.82 frames. utt_duration=534.6 frames, utt_pad_proportion=0.05803, over 18555.32 utterances.], batch size: 51, lr: 6.01e-04
2022-08-22 21:30:08,778 INFO [train.py:927] (2/8) Epoch 5, batch 10700, giga_loss[loss=0.2559, simple_loss=0.3224, pruned_loss=0.09471, over 12342.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2101, over 374.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.306, pruned_loss=0.07351, over 2472257.62 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05868, over 17542.18 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3129, pruned_loss=0.07038, over 2455812.66 frames. utt_duration=1249 frames, utt_pad_proportion=0.06335, over 7875.19 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.304, pruned_loss=0.07302, over 2472610.35 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05925, over 18497.32 utterances.], batch size: 374, lr: 6.01e-04
2022-08-22 21:31:49,636 INFO [train.py:927] (2/8) Epoch 5, batch 10750, giga_loss[loss=0.2054, simple_loss=0.297, pruned_loss=0.0569, over 12379.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03042, over 58.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07497, over 2472629.89 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0567, over 17287.92 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3121, pruned_loss=0.06997, over 2456625.74 frames. utt_duration=1254 frames, utt_pad_proportion=0.06166, over 7842.55 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07513, over 2472831.08 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05784, over 18487.83 utterances.], batch size: 58, lr: 6.01e-04
2022-08-22 21:33:31,174 INFO [train.py:927] (2/8) Epoch 5, batch 10800, giga_loss[loss=0.2599, simple_loss=0.3398, pruned_loss=0.09006, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0318, over 80.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3126, pruned_loss=0.07555, over 2472909.66 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05482, over 17289.93 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3119, pruned_loss=0.06992, over 2457220.47 frames. utt_duration=1257 frames, utt_pad_proportion=0.06025, over 7826.61 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3118, pruned_loss=0.07586, over 2472960.68 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05631, over 18514.88 utterances.], batch size: 80, lr: 6.01e-04
2022-08-22 21:35:12,720 INFO [train.py:927] (2/8) Epoch 5, batch 10850, giga_loss[loss=0.2287, simple_loss=0.3106, pruned_loss=0.07343, over 12395.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05671, over 162.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3129, pruned_loss=0.07497, over 2472443.60 frames. utt_duration=589 frames, utt_pad_proportion=0.0569, over 16833.93 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3117, pruned_loss=0.06984, over 2457916.86 frames. utt_duration=1239 frames, utt_pad_proportion=0.066, over 7943.53 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3127, pruned_loss=0.07551, over 2472386.89 frames. utt_duration=549 frames, utt_pad_proportion=0.0558, over 18062.41 utterances.], batch size: 162, lr: 6.01e-04
2022-08-22 21:36:54,842 INFO [train.py:927] (2/8) Epoch 5, batch 10900, giga_loss[loss=0.1963, simple_loss=0.2832, pruned_loss=0.05466, over 12146.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.03617, over 30.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3142, pruned_loss=0.07594, over 2473886.51 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05665, over 16703.41 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3113, pruned_loss=0.06972, over 2458616.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06852, over 7999.65 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3144, pruned_loss=0.07666, over 2473679.82 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05462, over 17915.50 utterances.], batch size: 30, lr: 6.01e-04
2022-08-22 21:38:37,847 INFO [train.py:927] (2/8) Epoch 5, batch 10950, libri_loss[loss=0.2391, simple_loss=0.316, pruned_loss=0.08104, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01077, over 28.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3163, pruned_loss=0.07926, over 2473989.66 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06027, over 17181.60 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3114, pruned_loss=0.06989, over 2458845.40 frames. utt_duration=1235 frames, utt_pad_proportion=0.06752, over 7973.79 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3164, pruned_loss=0.07982, over 2473909.20 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05885, over 18338.43 utterances.], batch size: 28, lr: 6.00e-04
2022-08-22 21:40:20,641 INFO [train.py:927] (2/8) Epoch 5, batch 11000, giga_loss[loss=0.2651, simple_loss=0.3185, pruned_loss=0.1059, over 12331.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1875, over 361.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3154, pruned_loss=0.07921, over 2473362.03 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06138, over 17143.32 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3116, pruned_loss=0.06991, over 2458819.96 frames. utt_duration=1229 frames, utt_pad_proportion=0.07017, over 8011.96 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3154, pruned_loss=0.07995, over 2473802.23 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05884, over 18329.53 utterances.], batch size: 361, lr: 6.00e-04
2022-08-22 21:42:04,450 INFO [train.py:927] (2/8) Epoch 5, batch 11050, giga_loss[loss=0.2173, simple_loss=0.3034, pruned_loss=0.06557, over 12388.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06939, over 211.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3151, pruned_loss=0.07874, over 2473851.15 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06154, over 17737.15 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3115, pruned_loss=0.06977, over 2458840.88 frames. utt_duration=1232 frames, utt_pad_proportion=0.06879, over 7989.88 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3154, pruned_loss=0.07972, over 2474607.49 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06001, over 18967.41 utterances.], batch size: 211, lr: 6.00e-04
2022-08-22 21:43:48,763 INFO [train.py:927] (2/8) Epoch 5, batch 11100, giga_loss[loss=0.2262, simple_loss=0.3014, pruned_loss=0.07549, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03447, over 51.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3124, pruned_loss=0.07679, over 2473441.23 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06143, over 17752.87 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3109, pruned_loss=0.06966, over 2459048.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.0678, over 7984.20 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3132, pruned_loss=0.07797, over 2474398.35 frames. utt_duration=519 frames, utt_pad_proportion=0.06054, over 19126.35 utterances.], batch size: 51, lr: 6.00e-04
2022-08-22 21:45:38,952 INFO [train.py:927] (2/8) Epoch 5, batch 11150, giga_loss[loss=0.1936, simple_loss=0.2698, pruned_loss=0.05874, over 12295.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03693, over 51.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3072, pruned_loss=0.07472, over 2473979.05 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06783, over 18750.61 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3111, pruned_loss=0.06982, over 2459164.35 frames. utt_duration=1233 frames, utt_pad_proportion=0.06763, over 7990.28 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3076, pruned_loss=0.07552, over 2474686.76 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06688, over 19872.98 utterances.], batch size: 51, lr: 6.00e-04
2022-08-22 21:47:22,782 INFO [train.py:927] (2/8) Epoch 5, batch 11200, giga_loss[loss=0.2326, simple_loss=0.317, pruned_loss=0.0741, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03167, over 39.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3035, pruned_loss=0.0736, over 2473748.05 frames. utt_duration=512.9 frames, utt_pad_proportion=0.07049, over 19348.24 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3106, pruned_loss=0.06981, over 2459209.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.0665, over 7942.97 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3042, pruned_loss=0.07434, over 2474579.71 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07001, over 20518.11 utterances.], batch size: 39, lr: 6.00e-04
2022-08-22 21:49:05,727 INFO [train.py:927] (2/8) Epoch 5, batch 11250, giga_loss[loss=0.2322, simple_loss=0.3135, pruned_loss=0.07548, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04045, over 133.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.303, pruned_loss=0.07326, over 2473528.93 frames. utt_duration=524 frames, utt_pad_proportion=0.07147, over 18936.32 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3102, pruned_loss=0.06958, over 2459969.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.06465, over 7888.98 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3037, pruned_loss=0.07423, over 2474025.68 frames. utt_duration=487.8 frames, utt_pad_proportion=0.0718, over 20347.97 utterances.], batch size: 133, lr: 6.00e-04
2022-08-22 21:50:46,768 INFO [train.py:927] (2/8) Epoch 5, batch 11300, giga_loss[loss=0.1813, simple_loss=0.2641, pruned_loss=0.0492, over 12317.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03519, over 58.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3003, pruned_loss=0.0719, over 2473520.26 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0688, over 18366.27 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.31, pruned_loss=0.06943, over 2459878.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.06362, over 7873.79 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3009, pruned_loss=0.07287, over 2474298.16 frames. utt_duration=503 frames, utt_pad_proportion=0.06965, over 19736.14 utterances.], batch size: 58, lr: 5.99e-04
2022-08-22 21:52:30,801 INFO [train.py:927] (2/8) Epoch 5, batch 11350, giga_loss[loss=0.2031, simple_loss=0.2862, pruned_loss=0.06, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02725, over 91.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2979, pruned_loss=0.07129, over 2473962.35 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07168, over 19125.37 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3101, pruned_loss=0.06957, over 2460162.37 frames. utt_duration=1241 frames, utt_pad_proportion=0.06728, over 7940.37 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2981, pruned_loss=0.07197, over 2474505.93 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07103, over 20288.88 utterances.], batch size: 91, lr: 5.99e-04
2022-08-22 21:54:11,678 INFO [train.py:927] (2/8) Epoch 5, batch 11400, libri_loss[loss=0.2517, simple_loss=0.3241, pruned_loss=0.08966, over 12363.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01572, over 41.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.295, pruned_loss=0.0699, over 2473392.42 frames. utt_duration=535 frames, utt_pad_proportion=0.06985, over 18544.26 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3108, pruned_loss=0.07004, over 2460572.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.06964, over 8012.19 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2943, pruned_loss=0.07003, over 2473757.61 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06858, over 19655.59 utterances.], batch size: 41, lr: 5.99e-04
2022-08-22 21:55:53,229 INFO [train.py:927] (2/8) Epoch 5, batch 11450, giga_loss[loss=0.1972, simple_loss=0.2772, pruned_loss=0.05861, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04054, over 113.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2918, pruned_loss=0.06878, over 2472571.68 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06682, over 17440.74 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3105, pruned_loss=0.07007, over 2460267.36 frames. utt_duration=1235 frames, utt_pad_proportion=0.06788, over 7978.20 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2908, pruned_loss=0.06882, over 2473558.02 frames. utt_duration=531 frames, utt_pad_proportion=0.06662, over 18686.10 utterances.], batch size: 113, lr: 5.99e-04
2022-08-22 21:57:34,093 INFO [train.py:927] (2/8) Epoch 5, batch 11500, libri_loss[loss=0.2262, simple_loss=0.3114, pruned_loss=0.07052, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006324, over 37.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2894, pruned_loss=0.06735, over 2472420.85 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06406, over 16722.35 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3105, pruned_loss=0.07006, over 2460700.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.07047, over 8027.80 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2882, pruned_loss=0.06733, over 2473134.70 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06291, over 17921.07 utterances.], batch size: 37, lr: 5.99e-04
2022-08-22 21:59:17,650 INFO [train.py:927] (2/8) Epoch 5, batch 11550, libri_loss[loss=0.1986, simple_loss=0.2888, pruned_loss=0.0542, over 12458.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005839, over 32.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2924, pruned_loss=0.06932, over 2472540.18 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06822, over 17455.75 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3105, pruned_loss=0.0701, over 2461262.17 frames. utt_duration=1221 frames, utt_pad_proportion=0.07244, over 8075.20 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2908, pruned_loss=0.06921, over 2472892.34 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06627, over 18621.84 utterances.], batch size: 32, lr: 5.99e-04
2022-08-22 22:01:00,354 INFO [train.py:927] (2/8) Epoch 5, batch 11600, giga_loss[loss=0.3621, simple_loss=0.397, pruned_loss=0.1636, over 12358.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1096, over 259.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.2988, pruned_loss=0.07319, over 2472297.62 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06895, over 17525.30 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3116, pruned_loss=0.07036, over 2461461.36 frames. utt_duration=1212 frames, utt_pad_proportion=0.07635, over 8130.80 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.2965, pruned_loss=0.07288, over 2472544.41 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06592, over 18516.89 utterances.], batch size: 259, lr: 5.99e-04
2022-08-22 22:02:43,885 INFO [train.py:927] (2/8) Epoch 5, batch 11650, giga_loss[loss=0.2616, simple_loss=0.3465, pruned_loss=0.08836, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03046, over 97.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3047, pruned_loss=0.07593, over 2472356.45 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06716, over 17923.91 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3118, pruned_loss=0.07063, over 2461415.71 frames. utt_duration=1212 frames, utt_pad_proportion=0.07583, over 8135.09 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3024, pruned_loss=0.07552, over 2472792.29 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06502, over 18877.97 utterances.], batch size: 97, lr: 5.99e-04
2022-08-22 22:04:26,052 INFO [train.py:927] (2/8) Epoch 5, batch 11700, giga_loss[loss=0.2373, simple_loss=0.3222, pruned_loss=0.07616, over 12351.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03357, over 62.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3105, pruned_loss=0.07821, over 2472406.39 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06969, over 18107.91 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3119, pruned_loss=0.07073, over 2461699.79 frames. utt_duration=1202 frames, utt_pad_proportion=0.07863, over 8200.88 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3085, pruned_loss=0.07793, over 2472737.64 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06656, over 19033.68 utterances.], batch size: 62, lr: 5.98e-04
2022-08-22 22:06:08,338 INFO [train.py:927] (2/8) Epoch 5, batch 11750, giga_loss[loss=0.2338, simple_loss=0.3103, pruned_loss=0.07867, over 12406.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07703, over 2473146.67 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06705, over 18382.07 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3118, pruned_loss=0.07074, over 2461860.19 frames. utt_duration=1205 frames, utt_pad_proportion=0.07784, over 8179.01 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3093, pruned_loss=0.07689, over 2473401.23 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06495, over 19255.73 utterances.], batch size: 182, lr: 5.98e-04
2022-08-22 22:07:49,109 INFO [train.py:927] (2/8) Epoch 5, batch 11800, giga_loss[loss=0.2264, simple_loss=0.3096, pruned_loss=0.07163, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3094, pruned_loss=0.07538, over 2473107.55 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06511, over 18422.30 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3115, pruned_loss=0.07069, over 2462060.09 frames. utt_duration=1208 frames, utt_pad_proportion=0.07708, over 8161.51 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3085, pruned_loss=0.07537, over 2473268.19 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06374, over 19255.62 utterances.], batch size: 123, lr: 5.98e-04
2022-08-22 22:09:32,394 INFO [train.py:927] (2/8) Epoch 5, batch 11850, giga_loss[loss=0.225, simple_loss=0.3072, pruned_loss=0.07136, over 12339.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03038, over 91.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3111, pruned_loss=0.0754, over 2473311.35 frames. utt_duration=533.5 frames, utt_pad_proportion=0.07046, over 18595.55 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3127, pruned_loss=0.07095, over 2462231.65 frames. utt_duration=1213 frames, utt_pad_proportion=0.07563, over 8126.80 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3092, pruned_loss=0.07526, over 2473544.17 frames. utt_duration=508 frames, utt_pad_proportion=0.0697, over 19535.21 utterances.], batch size: 91, lr: 5.98e-04
2022-08-22 22:11:17,964 INFO [train.py:927] (2/8) Epoch 5, batch 11900, giga_loss[loss=0.2112, simple_loss=0.3075, pruned_loss=0.05752, over 12437.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03239, over 75.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3133, pruned_loss=0.07692, over 2473394.26 frames. utt_duration=538 frames, utt_pad_proportion=0.06869, over 18441.25 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3125, pruned_loss=0.07081, over 2462312.83 frames. utt_duration=1211 frames, utt_pad_proportion=0.07541, over 8144.42 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.07705, over 2473708.13 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06817, over 19366.15 utterances.], batch size: 75, lr: 5.98e-04
2022-08-22 22:13:04,571 INFO [train.py:927] (2/8) Epoch 5, batch 11950, giga_loss[loss=0.2251, simple_loss=0.2951, pruned_loss=0.07755, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0349, over 43.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.314, pruned_loss=0.0783, over 2474332.49 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06933, over 18206.47 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3124, pruned_loss=0.0709, over 2462819.46 frames. utt_duration=1200 frames, utt_pad_proportion=0.07839, over 8218.44 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.313, pruned_loss=0.0785, over 2474432.39 frames. utt_duration=518 frames, utt_pad_proportion=0.06753, over 19161.84 utterances.], batch size: 43, lr: 5.98e-04
2022-08-22 22:14:47,741 INFO [train.py:927] (2/8) Epoch 5, batch 12000, giga_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08212, over 12335.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03458, over 62.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3157, pruned_loss=0.07927, over 2473669.68 frames. utt_duration=551.6 frames, utt_pad_proportion=0.0688, over 17986.74 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3125, pruned_loss=0.07097, over 2463079.14 frames. utt_duration=1198 frames, utt_pad_proportion=0.07821, over 8237.20 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3149, pruned_loss=0.07947, over 2473678.20 frames. utt_duration=526.4 frames, utt_pad_proportion=0.0674, over 18852.18 utterances.], batch size: 62, lr: 5.98e-04
2022-08-22 22:14:47,742 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 22:15:00,906 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.1951, simple_loss=0.302, pruned_loss=0.04413, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 22:16:44,572 INFO [train.py:927] (2/8) Epoch 5, batch 12050, giga_loss[loss=0.2022, simple_loss=0.288, pruned_loss=0.05824, over 12275.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03284, over 28.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.317, pruned_loss=0.07968, over 2473171.52 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06601, over 17530.88 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3125, pruned_loss=0.07108, over 2462938.45 frames. utt_duration=1201 frames, utt_pad_proportion=0.07703, over 8213.62 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3164, pruned_loss=0.0799, over 2473472.10 frames. utt_duration=539 frames, utt_pad_proportion=0.0654, over 18407.43 utterances.], batch size: 28, lr: 5.98e-04
2022-08-22 22:18:25,644 INFO [train.py:927] (2/8) Epoch 5, batch 12100, giga_loss[loss=0.2633, simple_loss=0.3304, pruned_loss=0.09813, over 12369.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3162, pruned_loss=0.07926, over 2472744.47 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06453, over 16865.74 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3128, pruned_loss=0.07106, over 2462775.02 frames. utt_duration=1208 frames, utt_pad_proportion=0.07571, over 8165.70 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3155, pruned_loss=0.07965, over 2473343.28 frames. utt_duration=557 frames, utt_pad_proportion=0.06456, over 17809.33 utterances.], batch size: 182, lr: 5.97e-04
2022-08-22 22:20:10,084 INFO [train.py:927] (2/8) Epoch 5, batch 12150, giga_loss[loss=0.2214, simple_loss=0.3021, pruned_loss=0.07035, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03593, over 31.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3157, pruned_loss=0.07932, over 2472536.08 frames. utt_duration=601 frames, utt_pad_proportion=0.06378, over 16496.95 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3131, pruned_loss=0.07128, over 2462729.53 frames. utt_duration=1197 frames, utt_pad_proportion=0.07858, over 8237.12 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.315, pruned_loss=0.07963, over 2473264.44 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06236, over 17377.65 utterances.], batch size: 31, lr: 5.97e-04
2022-08-22 22:21:51,074 INFO [train.py:927] (2/8) Epoch 5, batch 12200, libri_loss[loss=0.2494, simple_loss=0.3239, pruned_loss=0.08746, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006929, over 36.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3159, pruned_loss=0.07976, over 2471790.60 frames. utt_duration=605.8 frames, utt_pad_proportion=0.07027, over 16362.43 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3131, pruned_loss=0.07143, over 2463170.34 frames. utt_duration=1187 frames, utt_pad_proportion=0.08122, over 8312.60 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3154, pruned_loss=0.08005, over 2472185.30 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06742, over 17184.42 utterances.], batch size: 36, lr: 5.97e-04
2022-08-22 22:23:31,591 INFO [train.py:927] (2/8) Epoch 5, batch 12250, giga_loss[loss=0.2466, simple_loss=0.33, pruned_loss=0.08156, over 12341.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03277, over 85.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3161, pruned_loss=0.07934, over 2472077.51 frames. utt_duration=587.2 frames, utt_pad_proportion=0.07287, over 16881.74 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3132, pruned_loss=0.07154, over 2463435.95 frames. utt_duration=1177 frames, utt_pad_proportion=0.08469, over 8380.53 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3156, pruned_loss=0.07954, over 2472235.44 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06903, over 17538.36 utterances.], batch size: 85, lr: 5.97e-04
2022-08-22 22:25:11,977 INFO [train.py:927] (2/8) Epoch 5, batch 12300, giga_loss[loss=0.1981, simple_loss=0.2886, pruned_loss=0.05386, over 12358.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02928, over 66.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3157, pruned_loss=0.07898, over 2472137.08 frames. utt_duration=605.8 frames, utt_pad_proportion=0.06635, over 16364.75 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3137, pruned_loss=0.0718, over 2463714.97 frames. utt_duration=1184 frames, utt_pad_proportion=0.08288, over 8334.63 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.315, pruned_loss=0.07912, over 2472251.18 frames. utt_duration=578 frames, utt_pad_proportion=0.06408, over 17152.78 utterances.], batch size: 66, lr: 5.97e-04
2022-08-22 22:26:53,309 INFO [train.py:927] (2/8) Epoch 5, batch 12350, giga_loss[loss=0.2814, simple_loss=0.3533, pruned_loss=0.1047, over 12400.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06293, over 183.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3143, pruned_loss=0.07829, over 2471994.77 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06099, over 15869.84 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3146, pruned_loss=0.07195, over 2463409.03 frames. utt_duration=1191 frames, utt_pad_proportion=0.08069, over 8286.58 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3131, pruned_loss=0.0785, over 2472658.92 frames. utt_duration=590.1 frames, utt_pad_proportion=0.06011, over 16803.45 utterances.], batch size: 183, lr: 5.97e-04
2022-08-22 22:28:32,601 INFO [train.py:927] (2/8) Epoch 5, batch 12400, giga_loss[loss=0.2313, simple_loss=0.3184, pruned_loss=0.07216, over 12411.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03768, over 123.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3135, pruned_loss=0.07833, over 2471904.02 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06035, over 16311.88 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3148, pruned_loss=0.07242, over 2463818.23 frames. utt_duration=1194 frames, utt_pad_proportion=0.07895, over 8265.18 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07827, over 2472304.24 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06024, over 17289.84 utterances.], batch size: 123, lr: 5.97e-04
2022-08-22 22:30:14,170 INFO [train.py:927] (2/8) Epoch 5, batch 12450, giga_loss[loss=0.2859, simple_loss=0.338, pruned_loss=0.1169, over 12388.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3111, pruned_loss=0.07776, over 2473004.35 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06213, over 16712.52 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3151, pruned_loss=0.07282, over 2464117.54 frames. utt_duration=1186 frames, utt_pad_proportion=0.08116, over 8322.20 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3097, pruned_loss=0.0775, over 2473301.89 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06073, over 17671.00 utterances.], batch size: 257, lr: 5.97e-04
2022-08-22 22:31:51,923 INFO [train.py:927] (2/8) Epoch 5, batch 12500, giga_loss[loss=0.214, simple_loss=0.2838, pruned_loss=0.07211, over 12091.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03836, over 30.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3069, pruned_loss=0.07599, over 2472647.43 frames. utt_duration=603 frames, utt_pad_proportion=0.05893, over 16442.82 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3151, pruned_loss=0.07293, over 2464299.37 frames. utt_duration=1188 frames, utt_pad_proportion=0.08027, over 8305.80 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3058, pruned_loss=0.07575, over 2472880.86 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05817, over 17363.22 utterances.], batch size: 30, lr: 5.96e-04
2022-08-22 22:33:35,551 INFO [train.py:927] (2/8) Epoch 5, batch 12550, giga_loss[loss=0.1876, simple_loss=0.2652, pruned_loss=0.05501, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03767, over 31.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3045, pruned_loss=0.07411, over 2473093.52 frames. utt_duration=626.9 frames, utt_pad_proportion=0.0545, over 15818.77 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3153, pruned_loss=0.07309, over 2464458.93 frames. utt_duration=1186 frames, utt_pad_proportion=0.08006, over 8322.15 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3034, pruned_loss=0.07382, over 2473237.07 frames. utt_duration=596.3 frames, utt_pad_proportion=0.054, over 16632.43 utterances.], batch size: 31, lr: 5.96e-04
2022-08-22 22:35:18,223 INFO [train.py:927] (2/8) Epoch 5, batch 12600, giga_loss[loss=0.2135, simple_loss=0.3006, pruned_loss=0.06319, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.0294, over 58.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3049, pruned_loss=0.0735, over 2473175.72 frames. utt_duration=640.1 frames, utt_pad_proportion=0.05143, over 15492.31 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3157, pruned_loss=0.07342, over 2464254.59 frames. utt_duration=1188 frames, utt_pad_proportion=0.07903, over 8304.49 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.07303, over 2473717.09 frames. utt_duration=606.4 frames, utt_pad_proportion=0.0513, over 16358.89 utterances.], batch size: 58, lr: 5.96e-04
2022-08-22 22:36:59,295 INFO [train.py:927] (2/8) Epoch 5, batch 12650, giga_loss[loss=0.21, simple_loss=0.3001, pruned_loss=0.05995, over 12368.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03405, over 122.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3063, pruned_loss=0.07379, over 2474040.45 frames. utt_duration=585 frames, utt_pad_proportion=0.05872, over 16960.77 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3161, pruned_loss=0.07389, over 2464413.40 frames. utt_duration=1187 frames, utt_pad_proportion=0.07848, over 8317.15 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3045, pruned_loss=0.07302, over 2474519.50 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0582, over 17791.74 utterances.], batch size: 122, lr: 5.96e-04
2022-08-22 22:38:40,019 INFO [train.py:927] (2/8) Epoch 5, batch 12700, libri_loss[loss=0.2201, simple_loss=0.2906, pruned_loss=0.07476, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005099, over 32.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3063, pruned_loss=0.07396, over 2473471.59 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05818, over 17456.72 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3165, pruned_loss=0.07456, over 2464390.18 frames. utt_duration=1192 frames, utt_pad_proportion=0.07698, over 8283.53 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3043, pruned_loss=0.07274, over 2474097.17 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05826, over 18358.65 utterances.], batch size: 32, lr: 5.96e-04
2022-08-22 22:40:20,585 INFO [train.py:927] (2/8) Epoch 5, batch 12750, giga_loss[loss=0.2139, simple_loss=0.2977, pruned_loss=0.06505, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03587, over 40.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3069, pruned_loss=0.07454, over 2472991.57 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05551, over 17109.59 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3171, pruned_loss=0.07534, over 2464289.59 frames. utt_duration=1192 frames, utt_pad_proportion=0.07553, over 8280.25 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3045, pruned_loss=0.07286, over 2473804.52 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05606, over 18075.08 utterances.], batch size: 40, lr: 5.96e-04
2022-08-22 22:42:00,934 INFO [train.py:927] (2/8) Epoch 5, batch 12800, giga_loss[loss=0.3352, simple_loss=0.3828, pruned_loss=0.1438, over 12361.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3094, pruned_loss=0.07603, over 2472325.98 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05467, over 17054.35 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3167, pruned_loss=0.07512, over 2464254.15 frames. utt_duration=1201 frames, utt_pad_proportion=0.07437, over 8218.86 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3076, pruned_loss=0.07489, over 2473199.50 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05547, over 18079.02 utterances.], batch size: 257, lr: 5.96e-04
2022-08-22 22:43:40,287 INFO [train.py:927] (2/8) Epoch 5, batch 12850, giga_loss[loss=0.2484, simple_loss=0.3253, pruned_loss=0.08575, over 12380.00 frames. utt_duration=972.7 frames, utt_pad_proportion=0.03022, over 51.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3098, pruned_loss=0.07596, over 2472065.51 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05183, over 16559.53 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3163, pruned_loss=0.07508, over 2464356.02 frames. utt_duration=1205 frames, utt_pad_proportion=0.07329, over 8190.61 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07511, over 2472828.32 frames. utt_duration=564 frames, utt_pad_proportion=0.0529, over 17584.83 utterances.], batch size: 51, lr: 5.96e-04
2022-08-22 22:45:19,334 INFO [train.py:927] (2/8) Epoch 5, batch 12900, giga_loss[loss=0.2219, simple_loss=0.3065, pruned_loss=0.0686, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0392, over 113.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3098, pruned_loss=0.07586, over 2472441.87 frames. utt_duration=620.1 frames, utt_pad_proportion=0.05131, over 15988.37 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3166, pruned_loss=0.07583, over 2464778.55 frames. utt_duration=1208 frames, utt_pad_proportion=0.07118, over 8169.51 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3083, pruned_loss=0.07451, over 2472945.89 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05284, over 17124.05 utterances.], batch size: 113, lr: 5.95e-04
2022-08-22 22:46:58,743 INFO [train.py:927] (2/8) Epoch 5, batch 12950, giga_loss[loss=0.2116, simple_loss=0.2943, pruned_loss=0.06445, over 12439.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04448, over 31.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3096, pruned_loss=0.07628, over 2472604.23 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05586, over 16491.32 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3166, pruned_loss=0.07624, over 2464485.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.07008, over 8149.33 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3081, pruned_loss=0.07483, over 2473506.04 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05701, over 17687.07 utterances.], batch size: 31, lr: 5.95e-04
2022-08-22 22:48:39,586 INFO [train.py:927] (2/8) Epoch 5, batch 13000, giga_loss[loss=0.2873, simple_loss=0.3411, pruned_loss=0.1167, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3074, pruned_loss=0.07581, over 2472966.81 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05717, over 16974.35 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3164, pruned_loss=0.07642, over 2464551.41 frames. utt_duration=1217 frames, utt_pad_proportion=0.06893, over 8107.96 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3063, pruned_loss=0.07449, over 2473822.66 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05834, over 18160.64 utterances.], batch size: 258, lr: 5.95e-04
2022-08-22 22:50:21,813 INFO [train.py:927] (2/8) Epoch 5, batch 13050, giga_loss[loss=0.2395, simple_loss=0.3254, pruned_loss=0.07682, over 12437.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03529, over 86.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3075, pruned_loss=0.0748, over 2473492.18 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05901, over 16635.73 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3164, pruned_loss=0.07685, over 2464932.45 frames. utt_duration=1213 frames, utt_pad_proportion=0.07136, over 8138.58 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3062, pruned_loss=0.07328, over 2474185.68 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05852, over 17914.36 utterances.], batch size: 86, lr: 5.95e-04
2022-08-22 22:51:57,675 INFO [train.py:927] (2/8) Epoch 5, batch 13100, giga_loss[loss=0.2283, simple_loss=0.3054, pruned_loss=0.07557, over 12301.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03652, over 51.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3078, pruned_loss=0.07482, over 2473219.22 frames. utt_duration=578 frames, utt_pad_proportion=0.06062, over 17161.49 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3165, pruned_loss=0.07718, over 2465149.29 frames. utt_duration=1217 frames, utt_pad_proportion=0.07028, over 8111.97 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3065, pruned_loss=0.07329, over 2473721.84 frames. utt_duration=540.5 frames, utt_pad_proportion=0.0605, over 18356.20 utterances.], batch size: 51, lr: 5.95e-04
2022-08-22 22:53:41,170 INFO [train.py:927] (2/8) Epoch 5, batch 13150, giga_loss[loss=0.2357, simple_loss=0.2991, pruned_loss=0.08614, over 12108.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03817, over 30.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.307, pruned_loss=0.07525, over 2473688.06 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06137, over 17248.24 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3167, pruned_loss=0.07756, over 2465374.88 frames. utt_duration=1221 frames, utt_pad_proportion=0.06854, over 8083.31 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3055, pruned_loss=0.07361, over 2474142.79 frames. utt_duration=535.7 frames, utt_pad_proportion=0.0618, over 18526.85 utterances.], batch size: 30, lr: 5.95e-04
2022-08-22 22:55:21,031 INFO [train.py:927] (2/8) Epoch 5, batch 13200, giga_loss[loss=0.22, simple_loss=0.3021, pruned_loss=0.06897, over 12429.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05423, over 162.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3049, pruned_loss=0.07514, over 2473821.41 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06126, over 17308.98 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3166, pruned_loss=0.07796, over 2465671.48 frames. utt_duration=1215 frames, utt_pad_proportion=0.07142, over 8125.00 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3035, pruned_loss=0.07339, over 2474197.48 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06043, over 18601.28 utterances.], batch size: 162, lr: 5.95e-04
2022-08-22 22:56:58,210 INFO [train.py:927] (2/8) Epoch 5, batch 13250, giga_loss[loss=0.2157, simple_loss=0.2822, pruned_loss=0.07455, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03932, over 37.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3034, pruned_loss=0.07516, over 2474811.90 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0638, over 17816.98 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3168, pruned_loss=0.07842, over 2465998.41 frames. utt_duration=1206 frames, utt_pad_proportion=0.07538, over 8191.82 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3018, pruned_loss=0.07331, over 2474978.01 frames. utt_duration=524 frames, utt_pad_proportion=0.06135, over 18947.14 utterances.], batch size: 37, lr: 5.95e-04
2022-08-22 22:58:37,377 INFO [train.py:927] (2/8) Epoch 5, batch 13300, giga_loss[loss=0.2015, simple_loss=0.2789, pruned_loss=0.06203, over 12376.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.03946, over 40.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.2996, pruned_loss=0.07315, over 2474406.26 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06442, over 17637.65 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3176, pruned_loss=0.0789, over 2466027.03 frames. utt_duration=1199 frames, utt_pad_proportion=0.07771, over 8235.38 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2972, pruned_loss=0.07107, over 2474711.94 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06124, over 18719.32 utterances.], batch size: 40, lr: 5.94e-04
2022-08-22 23:00:14,720 INFO [train.py:927] (2/8) Epoch 5, batch 13350, giga_loss[loss=0.2439, simple_loss=0.3181, pruned_loss=0.08486, over 12341.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.1869, over 361.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.2993, pruned_loss=0.07283, over 2474632.19 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06533, over 17909.42 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3177, pruned_loss=0.07918, over 2465928.41 frames. utt_duration=1200 frames, utt_pad_proportion=0.07709, over 8230.85 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07082, over 2475140.14 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06287, over 18973.48 utterances.], batch size: 361, lr: 5.94e-04
2022-08-22 23:01:52,879 INFO [train.py:927] (2/8) Epoch 5, batch 13400, giga_loss[loss=0.2498, simple_loss=0.3199, pruned_loss=0.08987, over 12338.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1919, over 363.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.302, pruned_loss=0.07367, over 2474815.12 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06614, over 18278.80 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3176, pruned_loss=0.07929, over 2465813.29 frames. utt_duration=1202 frames, utt_pad_proportion=0.07627, over 8213.50 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.2999, pruned_loss=0.07189, over 2475426.44 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06441, over 19256.25 utterances.], batch size: 363, lr: 5.94e-04
2022-08-22 23:03:31,015 INFO [train.py:927] (2/8) Epoch 5, batch 13450, giga_loss[loss=0.2577, simple_loss=0.3314, pruned_loss=0.09199, over 12366.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05321, over 161.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3038, pruned_loss=0.07401, over 2474436.93 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06752, over 18337.19 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3175, pruned_loss=0.07952, over 2465770.83 frames. utt_duration=1196 frames, utt_pad_proportion=0.07933, over 8258.18 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.302, pruned_loss=0.07228, over 2475118.15 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06478, over 19248.89 utterances.], batch size: 161, lr: 5.94e-04
2022-08-22 23:05:18,630 INFO [train.py:927] (2/8) Epoch 5, batch 13500, giga_loss[loss=0.2666, simple_loss=0.3357, pruned_loss=0.09874, over 12430.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03794, over 133.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3121, pruned_loss=0.08075, over 2474063.74 frames. utt_duration=517 frames, utt_pad_proportion=0.07119, over 19198.12 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3173, pruned_loss=0.07947, over 2465453.38 frames. utt_duration=1201 frames, utt_pad_proportion=0.07823, over 8220.29 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3107, pruned_loss=0.07942, over 2475051.12 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06933, over 20154.34 utterances.], batch size: 133, lr: 5.94e-04
2022-08-22 23:07:03,178 INFO [train.py:927] (2/8) Epoch 5, batch 13550, giga_loss[loss=0.2449, simple_loss=0.3207, pruned_loss=0.08452, over 12265.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03008, over 45.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3183, pruned_loss=0.08445, over 2473830.91 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06854, over 18808.00 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3176, pruned_loss=0.07989, over 2465561.89 frames. utt_duration=1205 frames, utt_pad_proportion=0.07707, over 8197.10 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3169, pruned_loss=0.08304, over 2474665.66 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06755, over 19787.75 utterances.], batch size: 45, lr: 5.94e-04
2022-08-22 23:08:48,665 INFO [train.py:927] (2/8) Epoch 5, batch 13600, giga_loss[loss=0.2489, simple_loss=0.3179, pruned_loss=0.08994, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03798, over 37.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3258, pruned_loss=0.0909, over 2474160.06 frames. utt_duration=510.4 frames, utt_pad_proportion=0.0717, over 19446.67 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3179, pruned_loss=0.08032, over 2465726.23 frames. utt_duration=1204 frames, utt_pad_proportion=0.07661, over 8202.30 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3246, pruned_loss=0.08957, over 2474828.77 frames. utt_duration=486 frames, utt_pad_proportion=0.07091, over 20429.30 utterances.], batch size: 37, lr: 5.94e-04
2022-08-22 23:10:32,035 INFO [train.py:927] (2/8) Epoch 5, batch 13650, giga_loss[loss=0.3952, simple_loss=0.413, pruned_loss=0.1887, over 12351.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2148, over 374.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3313, pruned_loss=0.09551, over 2474374.73 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07307, over 20145.12 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3179, pruned_loss=0.0804, over 2466084.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07588, over 8194.04 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3306, pruned_loss=0.09467, over 2474776.70 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07259, over 21194.37 utterances.], batch size: 374, lr: 5.94e-04
2022-08-22 23:12:17,211 INFO [train.py:927] (2/8) Epoch 5, batch 13700, libri_loss[loss=0.2419, simple_loss=0.3149, pruned_loss=0.08438, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01502, over 40.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3377, pruned_loss=0.1014, over 2474850.42 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07578, over 21434.40 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3182, pruned_loss=0.08078, over 2466239.97 frames. utt_duration=1202 frames, utt_pad_proportion=0.07552, over 8219.87 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3372, pruned_loss=0.1008, over 2475212.31 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07547, over 22545.73 utterances.], batch size: 40, lr: 5.93e-04
2022-08-22 23:14:03,216 INFO [train.py:927] (2/8) Epoch 5, batch 13750, giga_loss[loss=0.2482, simple_loss=0.3209, pruned_loss=0.08774, over 12483.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03358, over 43.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3406, pruned_loss=0.1042, over 2474759.59 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07614, over 21307.30 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3175, pruned_loss=0.08073, over 2466409.07 frames. utt_duration=1210 frames, utt_pad_proportion=0.07319, over 8166.37 utterances.], giga_tot_loss[loss=0.2753, simple_loss=0.3415, pruned_loss=0.1046, over 2475226.96 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07655, over 22758.47 utterances.], batch size: 43, lr: 5.93e-04
2022-08-22 23:15:48,615 INFO [train.py:927] (2/8) Epoch 5, batch 13800, giga_loss[loss=0.2673, simple_loss=0.3329, pruned_loss=0.1009, over 12341.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03054, over 66.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3429, pruned_loss=0.1064, over 2474106.27 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07639, over 21095.07 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.08132, over 2466471.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.07133, over 8159.07 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3437, pruned_loss=0.1071, over 2474700.70 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07735, over 22750.24 utterances.], batch size: 66, lr: 5.93e-04
2022-08-22 23:17:32,997 INFO [train.py:927] (2/8) Epoch 5, batch 13850, giga_loss[loss=0.2574, simple_loss=0.331, pruned_loss=0.09184, over 12406.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3435, pruned_loss=0.1063, over 2474671.50 frames. utt_duration=465.9 frames, utt_pad_proportion=0.076, over 21313.17 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3186, pruned_loss=0.08134, over 2466547.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.07134, over 8170.28 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3441, pruned_loss=0.1069, over 2475101.67 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07679, over 22662.75 utterances.], batch size: 48, lr: 5.93e-04
2022-08-22 23:19:13,365 INFO [train.py:927] (2/8) Epoch 5, batch 13900, giga_loss[loss=0.3846, simple_loss=0.4197, pruned_loss=0.1747, over 12377.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1112, over 260.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3463, pruned_loss=0.1079, over 2474402.02 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07502, over 21926.13 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3192, pruned_loss=0.0816, over 2466298.13 frames. utt_duration=1209 frames, utt_pad_proportion=0.07086, over 8170.83 utterances.], giga_tot_loss[loss=0.2821, simple_loss=0.3468, pruned_loss=0.1087, over 2475146.02 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07584, over 23285.30 utterances.], batch size: 260, lr: 5.93e-04
2022-08-22 23:20:57,628 INFO [train.py:927] (2/8) Epoch 5, batch 13950, libri_loss[loss=0.2298, simple_loss=0.3111, pruned_loss=0.07426, over 12439.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01067, over 39.00 utterances.], tot_loss[loss=0.277, simple_loss=0.3438, pruned_loss=0.1051, over 2473376.49 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07528, over 21728.10 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3195, pruned_loss=0.08201, over 2466348.72 frames. utt_duration=1215 frames, utt_pad_proportion=0.06845, over 8130.16 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.345, pruned_loss=0.1064, over 2474227.10 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07672, over 23428.86 utterances.], batch size: 39, lr: 5.93e-04
2022-08-22 23:22:39,903 INFO [train.py:927] (2/8) Epoch 5, batch 14000, giga_loss[loss=0.2553, simple_loss=0.3283, pruned_loss=0.09111, over 12415.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03904, over 133.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.342, pruned_loss=0.1034, over 2474060.22 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07545, over 22042.63 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3196, pruned_loss=0.08238, over 2466334.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.06763, over 8122.99 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3435, pruned_loss=0.1046, over 2474927.91 frames. utt_duration=418.9 frames, utt_pad_proportion=0.0769, over 23716.44 utterances.], batch size: 133, lr: 5.93e-04
2022-08-22 23:24:26,823 INFO [train.py:927] (2/8) Epoch 5, batch 14050, giga_loss[loss=0.2631, simple_loss=0.3256, pruned_loss=0.1003, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03028, over 42.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3399, pruned_loss=0.102, over 2474230.43 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07739, over 21932.13 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3199, pruned_loss=0.08262, over 2466484.68 frames. utt_duration=1217 frames, utt_pad_proportion=0.06712, over 8114.79 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.341, pruned_loss=0.103, over 2474845.06 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07862, over 23381.90 utterances.], batch size: 42, lr: 5.93e-04
2022-08-22 23:26:15,703 INFO [train.py:927] (2/8) Epoch 5, batch 14100, giga_loss[loss=0.2448, simple_loss=0.3085, pruned_loss=0.09057, over 12386.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07484, over 212.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3377, pruned_loss=0.1003, over 2474727.07 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07318, over 21851.73 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3195, pruned_loss=0.08246, over 2466531.37 frames. utt_duration=1221 frames, utt_pad_proportion=0.06637, over 8092.18 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3391, pruned_loss=0.1014, over 2475273.00 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07464, over 23183.98 utterances.], batch size: 212, lr: 5.92e-04
2022-08-22 23:28:04,260 INFO [train.py:927] (2/8) Epoch 5, batch 14150, giga_loss[loss=0.2589, simple_loss=0.3407, pruned_loss=0.08856, over 12474.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03521, over 43.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3369, pruned_loss=0.09814, over 2474846.85 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07904, over 22130.00 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3192, pruned_loss=0.08269, over 2466565.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.06495, over 8045.99 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3387, pruned_loss=0.09927, over 2475498.06 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08033, over 23619.28 utterances.], batch size: 43, lr: 5.92e-04
2022-08-22 23:29:48,396 INFO [train.py:927] (2/8) Epoch 5, batch 14200, giga_loss[loss=0.2391, simple_loss=0.324, pruned_loss=0.07709, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.336, pruned_loss=0.09671, over 2475127.68 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07704, over 21885.76 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08284, over 2466516.94 frames. utt_duration=1229 frames, utt_pad_proportion=0.06465, over 8037.92 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.338, pruned_loss=0.0978, over 2475861.52 frames. utt_duration=425.1 frames, utt_pad_proportion=0.0784, over 23378.20 utterances.], batch size: 86, lr: 5.92e-04
2022-08-22 23:31:33,433 INFO [train.py:927] (2/8) Epoch 5, batch 14250, giga_loss[loss=0.2824, simple_loss=0.3407, pruned_loss=0.112, over 12364.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07195, over 212.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3339, pruned_loss=0.09563, over 2474307.89 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07868, over 21793.21 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.319, pruned_loss=0.08278, over 2466241.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06398, over 8028.29 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3359, pruned_loss=0.09678, over 2475284.29 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07993, over 23225.59 utterances.], batch size: 212, lr: 5.92e-04
2022-08-22 23:33:18,379 INFO [train.py:927] (2/8) Epoch 5, batch 14300, giga_loss[loss=0.2584, simple_loss=0.3331, pruned_loss=0.09183, over 12395.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03351, over 80.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3311, pruned_loss=0.09368, over 2474413.46 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07481, over 20660.91 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3185, pruned_loss=0.08278, over 2466344.39 frames. utt_duration=1236 frames, utt_pad_proportion=0.06311, over 7990.97 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3333, pruned_loss=0.09481, over 2475252.03 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07643, over 22063.26 utterances.], batch size: 80, lr: 5.92e-04
2022-08-22 23:35:06,836 INFO [train.py:927] (2/8) Epoch 5, batch 14350, giga_loss[loss=0.2435, simple_loss=0.3222, pruned_loss=0.08247, over 12408.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.0562, over 162.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3326, pruned_loss=0.09417, over 2474733.16 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07136, over 20062.28 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3185, pruned_loss=0.08291, over 2466392.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.06251, over 7986.16 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3346, pruned_loss=0.09508, over 2475455.55 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07311, over 21332.77 utterances.], batch size: 162, lr: 5.92e-04
2022-08-22 23:36:54,301 INFO [train.py:927] (2/8) Epoch 5, batch 14400, giga_loss[loss=0.2268, simple_loss=0.3115, pruned_loss=0.07108, over 12448.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3319, pruned_loss=0.09286, over 2474769.65 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07083, over 19806.88 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3196, pruned_loss=0.08312, over 2466469.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.0617, over 7963.51 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3327, pruned_loss=0.09358, over 2475421.66 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07258, over 21051.76 utterances.], batch size: 75, lr: 5.92e-04
2022-08-22 23:38:38,518 INFO [train.py:927] (2/8) Epoch 5, batch 14450, giga_loss[loss=0.2318, simple_loss=0.3088, pruned_loss=0.07743, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03066, over 66.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3296, pruned_loss=0.09244, over 2475395.56 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07427, over 20403.45 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3194, pruned_loss=0.08321, over 2466331.84 frames. utt_duration=1244 frames, utt_pad_proportion=0.06103, over 7943.12 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3306, pruned_loss=0.09307, over 2476156.48 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07569, over 21565.18 utterances.], batch size: 66, lr: 5.92e-04
2022-08-22 23:40:23,172 INFO [train.py:927] (2/8) Epoch 5, batch 14500, giga_loss[loss=0.2608, simple_loss=0.3349, pruned_loss=0.09333, over 12358.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0293, over 91.00 utterances.], tot_loss[loss=0.256, simple_loss=0.328, pruned_loss=0.09206, over 2475202.57 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07137, over 19872.46 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.08334, over 2466764.09 frames. utt_duration=1245 frames, utt_pad_proportion=0.06047, over 7934.26 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3292, pruned_loss=0.0927, over 2475650.89 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07297, over 21145.61 utterances.], batch size: 91, lr: 5.91e-04
2022-08-22 23:42:08,569 INFO [train.py:927] (2/8) Epoch 5, batch 14550, giga_loss[loss=0.2993, simple_loss=0.3572, pruned_loss=0.1207, over 12310.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02899, over 74.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3278, pruned_loss=0.09243, over 2474873.41 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07214, over 19560.56 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.3191, pruned_loss=0.08345, over 2466812.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.05978, over 7916.34 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.329, pruned_loss=0.09296, over 2475276.69 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07369, over 20749.16 utterances.], batch size: 74, lr: 5.91e-04
2022-08-22 23:43:52,366 INFO [train.py:927] (2/8) Epoch 5, batch 14600, giga_loss[loss=0.276, simple_loss=0.3449, pruned_loss=0.1036, over 12412.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.03845, over 123.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3276, pruned_loss=0.09192, over 2475180.41 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07254, over 19512.82 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08352, over 2467087.16 frames. utt_duration=1251 frames, utt_pad_proportion=0.05917, over 7900.46 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3292, pruned_loss=0.09255, over 2475490.73 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0741, over 20845.69 utterances.], batch size: 123, lr: 5.91e-04
2022-08-22 23:45:35,617 INFO [train.py:927] (2/8) Epoch 5, batch 14650, giga_loss[loss=0.258, simple_loss=0.3435, pruned_loss=0.08627, over 12405.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03796, over 105.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3272, pruned_loss=0.09118, over 2474974.13 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07044, over 19312.22 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3188, pruned_loss=0.08369, over 2467201.46 frames. utt_duration=1243 frames, utt_pad_proportion=0.06213, over 7949.95 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3285, pruned_loss=0.09165, over 2475259.50 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07081, over 20534.75 utterances.], batch size: 105, lr: 5.91e-04
2022-08-22 23:47:21,003 INFO [train.py:927] (2/8) Epoch 5, batch 14700, giga_loss[loss=0.2014, simple_loss=0.2818, pruned_loss=0.06052, over 12475.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.03632, over 26.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3301, pruned_loss=0.09392, over 2475989.76 frames. utt_duration=501 frames, utt_pad_proportion=0.07278, over 19827.30 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.084, over 2467826.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.06097, over 7949.15 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.331, pruned_loss=0.09424, over 2475826.43 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07345, over 21074.44 utterances.], batch size: 26, lr: 5.91e-04
2022-08-22 23:49:04,023 INFO [train.py:927] (2/8) Epoch 5, batch 14750, giga_loss[loss=0.2613, simple_loss=0.3291, pruned_loss=0.09682, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03875, over 37.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3313, pruned_loss=0.09581, over 2475539.77 frames. utt_duration=488.2 frames, utt_pad_proportion=0.0753, over 20342.56 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3193, pruned_loss=0.08421, over 2467827.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06209, over 8014.03 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3322, pruned_loss=0.09617, over 2475626.51 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07549, over 21605.86 utterances.], batch size: 37, lr: 5.91e-04
2022-08-22 23:50:46,688 INFO [train.py:927] (2/8) Epoch 5, batch 14800, giga_loss[loss=0.2543, simple_loss=0.3203, pruned_loss=0.09419, over 12440.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04374, over 134.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3305, pruned_loss=0.09533, over 2475358.01 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07278, over 19927.58 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3194, pruned_loss=0.08432, over 2467823.93 frames. utt_duration=1219 frames, utt_pad_proportion=0.06602, over 8105.29 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3315, pruned_loss=0.09585, over 2475649.79 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07192, over 21197.68 utterances.], batch size: 134, lr: 5.91e-04
2022-08-22 23:52:30,474 INFO [train.py:927] (2/8) Epoch 5, batch 14850, giga_loss[loss=0.2175, simple_loss=0.3096, pruned_loss=0.06271, over 12373.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02816, over 70.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3301, pruned_loss=0.09452, over 2474726.90 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07641, over 20649.27 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3195, pruned_loss=0.08447, over 2467503.78 frames. utt_duration=1224 frames, utt_pad_proportion=0.06459, over 8073.57 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3311, pruned_loss=0.0951, over 2475437.14 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07611, over 22030.75 utterances.], batch size: 70, lr: 5.91e-04
2022-08-22 23:54:18,440 INFO [train.py:927] (2/8) Epoch 5, batch 14900, giga_loss[loss=0.2425, simple_loss=0.3086, pruned_loss=0.08822, over 12479.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02906, over 55.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3279, pruned_loss=0.09311, over 2475115.20 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07291, over 19847.19 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3193, pruned_loss=0.08441, over 2467569.19 frames. utt_duration=1227 frames, utt_pad_proportion=0.06412, over 8056.87 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.329, pruned_loss=0.09369, over 2475682.77 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07303, over 21053.73 utterances.], batch size: 55, lr: 5.90e-04
2022-08-22 23:56:01,971 INFO [train.py:927] (2/8) Epoch 5, batch 14950, giga_loss[loss=0.2765, simple_loss=0.3485, pruned_loss=0.1023, over 12391.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04099, over 133.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3268, pruned_loss=0.09279, over 2474682.47 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07122, over 19782.31 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.319, pruned_loss=0.08428, over 2467063.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06322, over 8023.02 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.328, pruned_loss=0.09349, over 2475691.48 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07175, over 20968.63 utterances.], batch size: 133, lr: 5.90e-04
2022-08-22 23:57:49,917 INFO [train.py:927] (2/8) Epoch 5, batch 15000, giga_loss[loss=0.2534, simple_loss=0.3361, pruned_loss=0.08533, over 12406.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05142, over 161.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3301, pruned_loss=0.09347, over 2474515.31 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06965, over 20075.15 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3187, pruned_loss=0.08431, over 2466798.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.0623, over 7992.79 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3315, pruned_loss=0.09417, over 2475701.59 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0705, over 21257.30 utterances.], batch size: 161, lr: 5.90e-04
2022-08-22 23:57:49,918 INFO [train.py:958] (2/8) Computing validation loss
2022-08-22 23:58:03,586 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.1895, simple_loss=0.2994, pruned_loss=0.0398, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 23:59:45,302 INFO [train.py:927] (2/8) Epoch 5, batch 15050, giga_loss[loss=0.2512, simple_loss=0.3308, pruned_loss=0.08575, over 12387.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3327, pruned_loss=0.09425, over 2474377.59 frames. utt_duration=486 frames, utt_pad_proportion=0.07197, over 20427.07 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3187, pruned_loss=0.08426, over 2467062.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06183, over 7980.90 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.334, pruned_loss=0.09491, over 2475151.98 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07267, over 21467.31 utterances.], batch size: 58, lr: 5.90e-04
2022-08-23 00:01:27,787 INFO [train.py:927] (2/8) Epoch 5, batch 15100, libri_loss[loss=0.2648, simple_loss=0.321, pruned_loss=0.1043, over 12472.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.00761, over 36.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3349, pruned_loss=0.09663, over 2474840.05 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07457, over 21074.10 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3191, pruned_loss=0.08473, over 2467141.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.06109, over 7969.25 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3357, pruned_loss=0.09689, over 2475458.15 frames. utt_duration=450 frames, utt_pad_proportion=0.07528, over 22074.87 utterances.], batch size: 36, lr: 5.90e-04
2022-08-23 00:03:16,247 INFO [train.py:927] (2/8) Epoch 5, batch 15150, giga_loss[loss=0.3079, simple_loss=0.3512, pruned_loss=0.1323, over 12351.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3335, pruned_loss=0.09701, over 2474710.36 frames. utt_duration=468 frames, utt_pad_proportion=0.08011, over 21219.02 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3183, pruned_loss=0.08445, over 2466954.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.05952, over 7923.12 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3355, pruned_loss=0.09791, over 2475673.13 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08099, over 22534.97 utterances.], batch size: 368, lr: 5.90e-04
2022-08-23 00:04:57,797 INFO [train.py:927] (2/8) Epoch 5, batch 15200, giga_loss[loss=0.2835, simple_loss=0.3441, pruned_loss=0.1115, over 12393.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04847, over 161.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3325, pruned_loss=0.09757, over 2474194.60 frames. utt_duration=472.9 frames, utt_pad_proportion=0.0774, over 20991.84 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3183, pruned_loss=0.08462, over 2467010.66 frames. utt_duration=1246 frames, utt_pad_proportion=0.05927, over 7926.97 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3344, pruned_loss=0.09841, over 2475080.48 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07846, over 22311.68 utterances.], batch size: 161, lr: 5.90e-04
2022-08-23 00:06:40,772 INFO [train.py:927] (2/8) Epoch 5, batch 15250, giga_loss[loss=0.3135, simple_loss=0.3605, pruned_loss=0.1333, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0551, over 162.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3328, pruned_loss=0.09794, over 2473861.12 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07565, over 21034.95 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3186, pruned_loss=0.08457, over 2466742.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.05863, over 7905.18 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3342, pruned_loss=0.09882, over 2474906.73 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07684, over 22272.61 utterances.], batch size: 162, lr: 5.90e-04
2022-08-23 00:08:24,454 INFO [train.py:927] (2/8) Epoch 5, batch 15300, giga_loss[loss=0.2485, simple_loss=0.3187, pruned_loss=0.08916, over 12361.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03078, over 51.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3298, pruned_loss=0.0961, over 2472747.94 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07243, over 20086.17 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3181, pruned_loss=0.08443, over 2466051.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05714, over 7861.08 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3317, pruned_loss=0.09734, over 2474469.80 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07424, over 21528.45 utterances.], batch size: 51, lr: 5.89e-04
2022-08-23 00:10:09,954 INFO [train.py:927] (2/8) Epoch 5, batch 15350, giga_loss[loss=0.2797, simple_loss=0.3472, pruned_loss=0.1061, over 12420.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03047, over 80.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3302, pruned_loss=0.09583, over 2473304.63 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07368, over 20511.67 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3178, pruned_loss=0.0843, over 2466043.42 frames. utt_duration=1258 frames, utt_pad_proportion=0.05675, over 7851.46 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.332, pruned_loss=0.09701, over 2474717.68 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07519, over 21754.62 utterances.], batch size: 80, lr: 5.89e-04
2022-08-23 00:11:54,296 INFO [train.py:927] (2/8) Epoch 5, batch 15400, giga_loss[loss=0.2609, simple_loss=0.3369, pruned_loss=0.09246, over 12393.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03736, over 105.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3307, pruned_loss=0.09649, over 2473299.86 frames. utt_duration=489.3 frames, utt_pad_proportion=0.0706, over 20280.21 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3178, pruned_loss=0.08469, over 2465831.58 frames. utt_duration=1260 frames, utt_pad_proportion=0.05581, over 7839.99 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3325, pruned_loss=0.09739, over 2474823.76 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07246, over 21625.40 utterances.], batch size: 105, lr: 5.89e-04
2022-08-23 00:13:37,927 INFO [train.py:927] (2/8) Epoch 5, batch 15450, giga_loss[loss=0.3058, simple_loss=0.3708, pruned_loss=0.1204, over 12403.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3323, pruned_loss=0.09471, over 2472763.83 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07277, over 20139.31 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3176, pruned_loss=0.08463, over 2465712.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.05541, over 7824.64 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.334, pruned_loss=0.09556, over 2474121.66 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07428, over 21308.66 utterances.], batch size: 133, lr: 5.89e-04
2022-08-23 00:15:19,768 INFO [train.py:927] (2/8) Epoch 5, batch 15500, giga_loss[loss=0.2554, simple_loss=0.3266, pruned_loss=0.09208, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02809, over 48.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3361, pruned_loss=0.09647, over 2473903.47 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06764, over 19704.34 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3181, pruned_loss=0.08492, over 2465852.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05393, over 7799.03 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3375, pruned_loss=0.09722, over 2475131.43 frames. utt_duration=471.9 frames, utt_pad_proportion=0.0698, over 21043.65 utterances.], batch size: 48, lr: 5.89e-04
2022-08-23 00:17:02,014 INFO [train.py:927] (2/8) Epoch 5, batch 15550, giga_loss[loss=0.2905, simple_loss=0.3571, pruned_loss=0.1119, over 12371.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04048, over 113.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3389, pruned_loss=0.0999, over 2474236.90 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07452, over 20591.11 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3186, pruned_loss=0.0854, over 2466231.28 frames. utt_duration=1254 frames, utt_pad_proportion=0.05733, over 7875.65 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3402, pruned_loss=0.1004, over 2475105.16 frames. utt_duration=453 frames, utt_pad_proportion=0.07489, over 21928.61 utterances.], batch size: 113, lr: 5.89e-04
2022-08-23 00:18:43,469 INFO [train.py:927] (2/8) Epoch 5, batch 15600, giga_loss[loss=0.2674, simple_loss=0.3346, pruned_loss=0.1001, over 12411.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06846, over 212.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3377, pruned_loss=0.0988, over 2475144.41 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07286, over 20405.96 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3179, pruned_loss=0.08503, over 2466898.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05605, over 7848.63 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3398, pruned_loss=0.09992, over 2475484.65 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07382, over 21830.38 utterances.], batch size: 212, lr: 5.89e-04
2022-08-23 00:20:25,298 INFO [train.py:927] (2/8) Epoch 5, batch 15650, giga_loss[loss=0.219, simple_loss=0.3114, pruned_loss=0.06329, over 12416.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03387, over 75.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3365, pruned_loss=0.09677, over 2474496.48 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07665, over 20618.66 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3172, pruned_loss=0.08469, over 2466872.10 frames. utt_duration=1262 frames, utt_pad_proportion=0.05498, over 7830.10 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3394, pruned_loss=0.09837, over 2475048.23 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07774, over 22189.44 utterances.], batch size: 75, lr: 5.89e-04
2022-08-23 00:22:07,959 INFO [train.py:927] (2/8) Epoch 5, batch 15700, giga_loss[loss=0.264, simple_loss=0.3437, pruned_loss=0.09214, over 12442.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03329, over 86.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3377, pruned_loss=0.09763, over 2474964.05 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07328, over 20283.80 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3179, pruned_loss=0.08526, over 2466781.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.05888, over 7909.60 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3398, pruned_loss=0.09868, over 2475655.30 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07337, over 21743.17 utterances.], batch size: 86, lr: 5.88e-04
2022-08-23 00:23:52,163 INFO [train.py:927] (2/8) Epoch 5, batch 15750, giga_loss[loss=0.2269, simple_loss=0.308, pruned_loss=0.07294, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03208, over 62.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3361, pruned_loss=0.09761, over 2474587.66 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07506, over 20594.81 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3181, pruned_loss=0.08569, over 2467065.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.0593, over 7936.37 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3383, pruned_loss=0.09845, over 2475157.21 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07505, over 22126.21 utterances.], batch size: 62, lr: 5.88e-04
2022-08-23 00:25:33,969 INFO [train.py:927] (2/8) Epoch 5, batch 15800, giga_loss[loss=0.2488, simple_loss=0.3289, pruned_loss=0.08432, over 12401.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04188, over 26.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3337, pruned_loss=0.09639, over 2474187.26 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07227, over 20165.22 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3184, pruned_loss=0.08614, over 2466989.82 frames. utt_duration=1251 frames, utt_pad_proportion=0.05745, over 7896.92 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3359, pruned_loss=0.09718, over 2475064.20 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07322, over 21993.56 utterances.], batch size: 26, lr: 5.88e-04
2022-08-23 00:27:13,111 INFO [train.py:927] (2/8) Epoch 5, batch 15850, giga_loss[loss=0.2513, simple_loss=0.3237, pruned_loss=0.08945, over 12386.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04141, over 133.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3327, pruned_loss=0.09678, over 2474032.64 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07272, over 20075.79 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3187, pruned_loss=0.08662, over 2467195.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06565, over 8041.76 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3345, pruned_loss=0.09716, over 2474673.14 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07094, over 21604.06 utterances.], batch size: 133, lr: 5.88e-04
2022-08-23 00:28:53,618 INFO [train.py:927] (2/8) Epoch 5, batch 15900, giga_loss[loss=0.248, simple_loss=0.3292, pruned_loss=0.08341, over 12362.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03169, over 58.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3304, pruned_loss=0.09464, over 2474826.60 frames. utt_duration=478 frames, utt_pad_proportion=0.07785, over 20773.06 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3192, pruned_loss=0.08697, over 2467627.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06501, over 8062.49 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3317, pruned_loss=0.09493, over 2475192.81 frames. utt_duration=444 frames, utt_pad_proportion=0.07648, over 22373.13 utterances.], batch size: 58, lr: 5.88e-04
2022-08-23 00:30:34,747 INFO [train.py:927] (2/8) Epoch 5, batch 15950, giga_loss[loss=0.2451, simple_loss=0.3166, pruned_loss=0.08677, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03169, over 42.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3287, pruned_loss=0.0926, over 2473610.41 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07103, over 20390.57 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3185, pruned_loss=0.08665, over 2467138.14 frames. utt_duration=1234 frames, utt_pad_proportion=0.06318, over 8008.93 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3308, pruned_loss=0.09336, over 2474642.27 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07108, over 22199.05 utterances.], batch size: 42, lr: 5.88e-04
2022-08-23 00:32:23,543 INFO [train.py:927] (2/8) Epoch 5, batch 16000, giga_loss[loss=0.2052, simple_loss=0.2833, pruned_loss=0.0635, over 12314.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04739, over 26.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3247, pruned_loss=0.09072, over 2472884.88 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06905, over 19787.71 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3186, pruned_loss=0.08694, over 2466889.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.06302, over 8016.47 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3264, pruned_loss=0.09119, over 2474025.89 frames. utt_duration=463.4 frames, utt_pad_proportion=0.06935, over 21422.69 utterances.], batch size: 26, lr: 5.88e-04
2022-08-23 00:34:09,418 INFO [train.py:927] (2/8) Epoch 5, batch 16050, giga_loss[loss=0.2791, simple_loss=0.3513, pruned_loss=0.1035, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04087, over 33.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.328, pruned_loss=0.09283, over 2473205.23 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07461, over 20692.08 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3191, pruned_loss=0.08711, over 2466929.93 frames. utt_duration=1229 frames, utt_pad_proportion=0.06358, over 8041.39 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.329, pruned_loss=0.09307, over 2474089.58 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07436, over 22001.56 utterances.], batch size: 33, lr: 5.88e-04
2022-08-23 00:35:49,742 INFO [train.py:927] (2/8) Epoch 5, batch 16100, giga_loss[loss=0.3012, simple_loss=0.356, pruned_loss=0.1232, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06291, over 183.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3275, pruned_loss=0.09233, over 2473870.23 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07143, over 20445.73 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3187, pruned_loss=0.08692, over 2466919.99 frames. utt_duration=1234 frames, utt_pad_proportion=0.06281, over 8009.12 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.329, pruned_loss=0.09288, over 2474813.86 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07179, over 21946.82 utterances.], batch size: 183, lr: 5.87e-04
2022-08-23 00:37:36,004 INFO [train.py:927] (2/8) Epoch 5, batch 16150, giga_loss[loss=0.2789, simple_loss=0.3435, pruned_loss=0.1071, over 12374.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03527, over 122.00 utterances.], tot_loss[loss=0.257, simple_loss=0.328, pruned_loss=0.09295, over 2474227.06 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06971, over 20492.58 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.319, pruned_loss=0.08714, over 2467038.39 frames. utt_duration=1230 frames, utt_pad_proportion=0.06346, over 8035.07 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.329, pruned_loss=0.09321, over 2474888.72 frames. utt_duration=457.7 frames, utt_pad_proportion=0.06989, over 21700.50 utterances.], batch size: 122, lr: 5.87e-04
2022-08-23 00:39:20,392 INFO [train.py:927] (2/8) Epoch 5, batch 16200, giga_loss[loss=0.3285, simple_loss=0.3859, pruned_loss=0.1356, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03331, over 122.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3287, pruned_loss=0.09296, over 2473891.96 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07524, over 20361.73 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3193, pruned_loss=0.08729, over 2466635.86 frames. utt_duration=1221 frames, utt_pad_proportion=0.06707, over 8093.96 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3295, pruned_loss=0.0932, over 2474956.28 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07406, over 21609.02 utterances.], batch size: 122, lr: 5.87e-04
2022-08-23 00:41:07,346 INFO [train.py:927] (2/8) Epoch 5, batch 16250, giga_loss[loss=0.3182, simple_loss=0.3785, pruned_loss=0.129, over 12421.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03819, over 133.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3305, pruned_loss=0.09467, over 2473987.66 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07465, over 20341.74 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3196, pruned_loss=0.08751, over 2466863.50 frames. utt_duration=1217 frames, utt_pad_proportion=0.06686, over 8116.25 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.331, pruned_loss=0.0948, over 2474786.21 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07385, over 21568.38 utterances.], batch size: 133, lr: 5.87e-04
2022-08-23 00:42:54,266 INFO [train.py:927] (2/8) Epoch 5, batch 16300, giga_loss[loss=0.2356, simple_loss=0.3162, pruned_loss=0.07754, over 12386.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03075, over 62.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.332, pruned_loss=0.09519, over 2473753.64 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07428, over 20855.80 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3196, pruned_loss=0.08762, over 2466471.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06528, over 8065.02 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3328, pruned_loss=0.09541, over 2474950.01 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07424, over 22279.96 utterances.], batch size: 62, lr: 5.87e-04
2022-08-23 00:44:41,209 INFO [train.py:927] (2/8) Epoch 5, batch 16350, giga_loss[loss=0.2642, simple_loss=0.3308, pruned_loss=0.0988, over 12419.00 frames. utt_duration=372.1 frames, utt_pad_proportion=0.04577, over 134.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3315, pruned_loss=0.09507, over 2474185.49 frames. utt_duration=485 frames, utt_pad_proportion=0.06898, over 20466.12 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3195, pruned_loss=0.08749, over 2466377.30 frames. utt_duration=1228 frames, utt_pad_proportion=0.06485, over 8045.41 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3323, pruned_loss=0.09542, over 2475291.51 frames. utt_duration=457.3 frames, utt_pad_proportion=0.0694, over 21717.45 utterances.], batch size: 134, lr: 5.87e-04
2022-08-23 00:46:27,362 INFO [train.py:927] (2/8) Epoch 5, batch 16400, giga_loss[loss=0.2192, simple_loss=0.3033, pruned_loss=0.06757, over 12443.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03148, over 80.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.331, pruned_loss=0.09573, over 2473685.60 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07287, over 20919.19 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3192, pruned_loss=0.08736, over 2465935.85 frames. utt_duration=1236 frames, utt_pad_proportion=0.06334, over 7988.55 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3324, pruned_loss=0.09643, over 2475239.31 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07359, over 22398.47 utterances.], batch size: 80, lr: 5.87e-04
2022-08-23 00:48:09,986 INFO [train.py:927] (2/8) Epoch 5, batch 16450, giga_loss[loss=0.3365, simple_loss=0.3748, pruned_loss=0.1491, over 12399.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.33, pruned_loss=0.09541, over 2473953.23 frames. utt_duration=494 frames, utt_pad_proportion=0.06911, over 20089.77 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3194, pruned_loss=0.08773, over 2465937.19 frames. utt_duration=1236 frames, utt_pad_proportion=0.06262, over 7990.17 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3312, pruned_loss=0.09585, over 2475400.04 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07024, over 21599.39 utterances.], batch size: 259, lr: 5.87e-04
2022-08-23 00:49:53,345 INFO [train.py:927] (2/8) Epoch 5, batch 16500, giga_loss[loss=0.2429, simple_loss=0.3211, pruned_loss=0.08236, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3312, pruned_loss=0.09647, over 2473959.44 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07189, over 20355.11 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3198, pruned_loss=0.08787, over 2466140.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06213, over 7979.30 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.332, pruned_loss=0.09676, over 2474981.11 frames. utt_duration=458.4 frames, utt_pad_proportion=0.0728, over 21662.96 utterances.], batch size: 70, lr: 5.87e-04
2022-08-23 00:51:37,240 INFO [train.py:927] (2/8) Epoch 5, batch 16550, giga_loss[loss=0.3109, simple_loss=0.3501, pruned_loss=0.1359, over 12336.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2137, over 373.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3319, pruned_loss=0.09716, over 2474330.87 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07616, over 20369.98 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3199, pruned_loss=0.08803, over 2466485.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06585, over 8072.60 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3328, pruned_loss=0.09758, over 2475185.75 frames. utt_duration=455 frames, utt_pad_proportion=0.07547, over 21830.38 utterances.], batch size: 373, lr: 5.86e-04
2022-08-23 00:53:20,398 INFO [train.py:927] (2/8) Epoch 5, batch 16600, giga_loss[loss=0.3643, simple_loss=0.3926, pruned_loss=0.1679, over 12353.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 257.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3323, pruned_loss=0.09787, over 2474121.83 frames. utt_duration=492 frames, utt_pad_proportion=0.07735, over 20176.08 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3196, pruned_loss=0.0878, over 2466662.67 frames. utt_duration=1217 frames, utt_pad_proportion=0.06869, over 8119.08 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3337, pruned_loss=0.09876, over 2474930.93 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07591, over 21761.94 utterances.], batch size: 257, lr: 5.86e-04
2022-08-23 00:55:03,990 INFO [train.py:927] (2/8) Epoch 5, batch 16650, giga_loss[loss=0.2445, simple_loss=0.3187, pruned_loss=0.08512, over 12394.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0265, over 91.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3323, pruned_loss=0.09699, over 2474179.23 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07312, over 19456.66 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3197, pruned_loss=0.08777, over 2466629.28 frames. utt_duration=1217 frames, utt_pad_proportion=0.06799, over 8114.64 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3337, pruned_loss=0.09791, over 2474995.17 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07251, over 20941.31 utterances.], batch size: 91, lr: 5.86e-04
2022-08-23 00:56:46,665 INFO [train.py:927] (2/8) Epoch 5, batch 16700, giga_loss[loss=0.3263, simple_loss=0.3738, pruned_loss=0.1394, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07259, over 212.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3334, pruned_loss=0.09828, over 2474212.92 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07716, over 20605.54 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3192, pruned_loss=0.0875, over 2466857.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.06661, over 8079.68 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3353, pruned_loss=0.09953, over 2474888.12 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07695, over 22143.64 utterances.], batch size: 212, lr: 5.86e-04
2022-08-23 00:58:31,300 INFO [train.py:927] (2/8) Epoch 5, batch 16750, giga_loss[loss=0.2789, simple_loss=0.3435, pruned_loss=0.1071, over 12418.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05478, over 162.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3344, pruned_loss=0.09909, over 2474520.62 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07548, over 20680.39 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.319, pruned_loss=0.0875, over 2467041.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06509, over 8046.69 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3364, pruned_loss=0.1004, over 2475097.38 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07597, over 22266.40 utterances.], batch size: 162, lr: 5.86e-04
2022-08-23 01:00:16,107 INFO [train.py:927] (2/8) Epoch 5, batch 16800, libri_loss[loss=0.1756, simple_loss=0.2574, pruned_loss=0.04694, over 12301.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.08207, over 27.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3356, pruned_loss=0.09917, over 2474606.04 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07777, over 21254.96 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3189, pruned_loss=0.08732, over 2467092.26 frames. utt_duration=1229 frames, utt_pad_proportion=0.06452, over 8037.55 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3378, pruned_loss=0.1007, over 2475222.57 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07824, over 22883.00 utterances.], batch size: 27, lr: 5.86e-04
2022-08-23 01:02:00,207 INFO [train.py:927] (2/8) Epoch 5, batch 16850, giga_loss[loss=0.2425, simple_loss=0.3158, pruned_loss=0.08462, over 12321.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02511, over 45.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3336, pruned_loss=0.09753, over 2474835.06 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07606, over 20477.18 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3191, pruned_loss=0.0876, over 2467270.21 frames. utt_duration=1217 frames, utt_pad_proportion=0.06846, over 8117.46 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3356, pruned_loss=0.09877, over 2475372.12 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07538, over 22065.30 utterances.], batch size: 45, lr: 5.86e-04
2022-08-23 01:03:42,810 INFO [train.py:927] (2/8) Epoch 5, batch 16900, giga_loss[loss=0.2627, simple_loss=0.3347, pruned_loss=0.09534, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02865, over 85.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3327, pruned_loss=0.09643, over 2474950.29 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0731, over 19769.60 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.319, pruned_loss=0.08741, over 2467586.61 frames. utt_duration=1217 frames, utt_pad_proportion=0.06776, over 8118.69 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3348, pruned_loss=0.09788, over 2475307.79 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07305, over 21373.55 utterances.], batch size: 85, lr: 5.86e-04
2022-08-23 01:05:30,699 INFO [train.py:927] (2/8) Epoch 5, batch 16950, giga_loss[loss=0.2438, simple_loss=0.3199, pruned_loss=0.08382, over 12413.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03453, over 75.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3322, pruned_loss=0.09674, over 2475391.94 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07253, over 19868.39 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3187, pruned_loss=0.08725, over 2467653.68 frames. utt_duration=1219 frames, utt_pad_proportion=0.06754, over 8108.09 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3342, pruned_loss=0.09803, over 2475648.07 frames. utt_duration=469.1 frames, utt_pad_proportion=0.0726, over 21178.64 utterances.], batch size: 75, lr: 5.85e-04
2022-08-23 01:07:14,107 INFO [train.py:927] (2/8) Epoch 5, batch 17000, giga_loss[loss=0.277, simple_loss=0.3536, pruned_loss=0.1002, over 12403.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3331, pruned_loss=0.0977, over 2475135.21 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07246, over 20207.88 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3186, pruned_loss=0.08712, over 2467628.69 frames. utt_duration=1224 frames, utt_pad_proportion=0.06578, over 8074.72 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3352, pruned_loss=0.09916, over 2475626.60 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07313, over 21664.82 utterances.], batch size: 146, lr: 5.85e-04
2022-08-23 01:08:56,183 INFO [train.py:927] (2/8) Epoch 5, batch 17050, libri_loss[loss=0.2596, simple_loss=0.3229, pruned_loss=0.09818, over 12456.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005483, over 35.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3332, pruned_loss=0.09775, over 2474729.33 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07289, over 20272.97 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3186, pruned_loss=0.08699, over 2467391.46 frames. utt_duration=1228 frames, utt_pad_proportion=0.06453, over 8046.10 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3352, pruned_loss=0.09928, over 2475480.31 frames. utt_duration=457 frames, utt_pad_proportion=0.07388, over 21735.65 utterances.], batch size: 35, lr: 5.85e-04
2022-08-23 01:10:37,310 INFO [train.py:927] (2/8) Epoch 5, batch 17100, giga_loss[loss=0.2569, simple_loss=0.3392, pruned_loss=0.08733, over 12456.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04046, over 114.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.334, pruned_loss=0.0978, over 2474720.15 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07324, over 20726.63 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3183, pruned_loss=0.08696, over 2467116.31 frames. utt_duration=1232 frames, utt_pad_proportion=0.06346, over 8018.22 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3362, pruned_loss=0.09929, over 2475733.45 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07439, over 22208.44 utterances.], batch size: 114, lr: 5.85e-04
2022-08-23 01:12:23,328 INFO [train.py:927] (2/8) Epoch 5, batch 17150, libri_loss[loss=0.2497, simple_loss=0.3231, pruned_loss=0.08812, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005643, over 35.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3328, pruned_loss=0.09705, over 2474316.89 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07205, over 20345.45 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3186, pruned_loss=0.08718, over 2467182.85 frames. utt_duration=1236 frames, utt_pad_proportion=0.06177, over 7992.80 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3348, pruned_loss=0.0984, over 2475326.73 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07376, over 21966.04 utterances.], batch size: 35, lr: 5.85e-04
2022-08-23 01:14:04,378 INFO [train.py:927] (2/8) Epoch 5, batch 17200, giga_loss[loss=0.3065, simple_loss=0.3508, pruned_loss=0.1311, over 12334.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.201, over 367.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3317, pruned_loss=0.09623, over 2474141.94 frames. utt_duration=497 frames, utt_pad_proportion=0.06995, over 19972.32 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3183, pruned_loss=0.0869, over 2467352.91 frames. utt_duration=1238 frames, utt_pad_proportion=0.06078, over 7983.43 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3341, pruned_loss=0.0979, over 2475028.51 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07192, over 21716.92 utterances.], batch size: 367, lr: 5.85e-04
2022-08-23 01:15:48,023 INFO [train.py:927] (2/8) Epoch 5, batch 17250, giga_loss[loss=0.2023, simple_loss=0.2794, pruned_loss=0.06266, over 12351.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02967, over 70.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3278, pruned_loss=0.0946, over 2474523.20 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07194, over 20151.66 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3181, pruned_loss=0.08679, over 2467317.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.05979, over 7956.33 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3303, pruned_loss=0.09626, over 2475469.91 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07385, over 21901.70 utterances.], batch size: 70, lr: 5.85e-04
2022-08-23 01:17:33,149 INFO [train.py:927] (2/8) Epoch 5, batch 17300, giga_loss[loss=0.2572, simple_loss=0.332, pruned_loss=0.09117, over 12365.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3258, pruned_loss=0.09412, over 2474408.97 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06878, over 19888.90 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3185, pruned_loss=0.08733, over 2467452.42 frames. utt_duration=1242 frames, utt_pad_proportion=0.05946, over 7958.78 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3273, pruned_loss=0.09497, over 2475100.65 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07068, over 21374.42 utterances.], batch size: 58, lr: 5.85e-04
2022-08-23 01:19:17,617 INFO [train.py:927] (2/8) Epoch 5, batch 17350, giga_loss[loss=0.2336, simple_loss=0.3208, pruned_loss=0.07317, over 12421.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04204, over 146.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09163, over 2475230.53 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06373, over 20353.87 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3188, pruned_loss=0.08733, over 2467339.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.05882, over 7936.54 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3274, pruned_loss=0.09238, over 2475994.63 frames. utt_duration=457.4 frames, utt_pad_proportion=0.06575, over 21720.54 utterances.], batch size: 146, lr: 5.84e-04
2022-08-23 01:21:02,221 INFO [train.py:927] (2/8) Epoch 5, batch 17400, giga_loss[loss=0.2269, simple_loss=0.2932, pruned_loss=0.08029, over 12362.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1906, over 363.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3239, pruned_loss=0.08833, over 2475393.11 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0648, over 21341.68 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3185, pruned_loss=0.08687, over 2467153.65 frames. utt_duration=1251 frames, utt_pad_proportion=0.05742, over 7897.99 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3252, pruned_loss=0.08944, over 2476463.49 frames. utt_duration=433.5 frames, utt_pad_proportion=0.06677, over 22929.43 utterances.], batch size: 363, lr: 5.84e-04
2022-08-23 01:22:46,088 INFO [train.py:927] (2/8) Epoch 5, batch 17450, giga_loss[loss=0.2235, simple_loss=0.3121, pruned_loss=0.06748, over 12407.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3206, pruned_loss=0.08424, over 2475615.06 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06485, over 21965.02 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3185, pruned_loss=0.08682, over 2467208.88 frames. utt_duration=1252 frames, utt_pad_proportion=0.0572, over 7892.50 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3218, pruned_loss=0.08516, over 2476439.25 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06645, over 23281.57 utterances.], batch size: 133, lr: 5.84e-04
2022-08-23 01:24:31,697 INFO [train.py:927] (2/8) Epoch 5, batch 17500, giga_loss[loss=0.2402, simple_loss=0.3194, pruned_loss=0.08051, over 12462.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03318, over 86.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3209, pruned_loss=0.08287, over 2475738.48 frames. utt_duration=446.2 frames, utt_pad_proportion=0.06539, over 22264.92 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3185, pruned_loss=0.08684, over 2467278.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.0581, over 7933.41 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3217, pruned_loss=0.08351, over 2476490.44 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0664, over 23531.66 utterances.], batch size: 86, lr: 5.84e-04
2022-08-23 01:26:12,945 INFO [train.py:927] (2/8) Epoch 5, batch 17550, giga_loss[loss=0.2123, simple_loss=0.2969, pruned_loss=0.06382, over 12468.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03469, over 86.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3182, pruned_loss=0.08056, over 2475875.19 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06863, over 23050.90 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3188, pruned_loss=0.08684, over 2467424.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.05696, over 7924.50 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3187, pruned_loss=0.08093, over 2476585.14 frames. utt_duration=406 frames, utt_pad_proportion=0.0697, over 24490.03 utterances.], batch size: 86, lr: 5.84e-04
2022-08-23 01:27:58,410 INFO [train.py:927] (2/8) Epoch 5, batch 17600, giga_loss[loss=0.2308, simple_loss=0.3128, pruned_loss=0.07445, over 12418.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03705, over 105.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3168, pruned_loss=0.07933, over 2475921.22 frames. utt_duration=422 frames, utt_pad_proportion=0.06844, over 23551.84 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3189, pruned_loss=0.08687, over 2467403.87 frames. utt_duration=1248 frames, utt_pad_proportion=0.05609, over 7915.04 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.317, pruned_loss=0.07947, over 2476661.42 frames. utt_duration=398 frames, utt_pad_proportion=0.0696, over 24985.04 utterances.], batch size: 105, lr: 5.84e-04
2022-08-23 01:29:40,728 INFO [train.py:927] (2/8) Epoch 5, batch 17650, giga_loss[loss=0.2062, simple_loss=0.2962, pruned_loss=0.05815, over 12448.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 134.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3139, pruned_loss=0.07696, over 2475764.15 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06738, over 23198.44 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3186, pruned_loss=0.08677, over 2467259.47 frames. utt_duration=1249 frames, utt_pad_proportion=0.05582, over 7909.36 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3144, pruned_loss=0.07697, over 2476753.07 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06853, over 24761.45 utterances.], batch size: 134, lr: 5.84e-04
2022-08-23 01:31:24,835 INFO [train.py:927] (2/8) Epoch 5, batch 17700, giga_loss[loss=0.199, simple_loss=0.2884, pruned_loss=0.05483, over 12387.00 frames. utt_duration=662.1 frames, utt_pad_proportion=0.03344, over 75.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3106, pruned_loss=0.0745, over 2476026.52 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06254, over 22435.41 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3189, pruned_loss=0.08702, over 2467157.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.05456, over 7888.37 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3105, pruned_loss=0.07396, over 2477152.73 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06423, over 24123.35 utterances.], batch size: 75, lr: 5.84e-04
2022-08-23 01:33:10,482 INFO [train.py:927] (2/8) Epoch 5, batch 17750, giga_loss[loss=0.1976, simple_loss=0.2937, pruned_loss=0.05073, over 12373.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.07367, over 2475980.06 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06906, over 23451.43 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3189, pruned_loss=0.08716, over 2467151.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.05524, over 7923.33 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.308, pruned_loss=0.07284, over 2477091.75 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06991, over 25108.98 utterances.], batch size: 70, lr: 5.84e-04
2022-08-23 01:35:07,180 INFO [train.py:927] (2/8) Epoch 5, batch 17800, giga_loss[loss=0.2188, simple_loss=0.3105, pruned_loss=0.06357, over 12352.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03321, over 97.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3098, pruned_loss=0.07402, over 2475913.56 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07043, over 23988.70 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3189, pruned_loss=0.08725, over 2467091.39 frames. utt_duration=1235 frames, utt_pad_proportion=0.0588, over 7999.49 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3093, pruned_loss=0.07304, over 2477009.39 frames. utt_duration=389.6 frames, utt_pad_proportion=0.0701, over 25523.67 utterances.], batch size: 97, lr: 5.83e-04
2022-08-23 01:37:06,450 INFO [train.py:927] (2/8) Epoch 5, batch 17850, giga_loss[loss=0.2421, simple_loss=0.3147, pruned_loss=0.08473, over 12384.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05283, over 161.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3104, pruned_loss=0.07388, over 2476571.67 frames. utt_duration=416 frames, utt_pad_proportion=0.06679, over 23894.39 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3189, pruned_loss=0.08731, over 2467013.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06226, over 8055.77 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3099, pruned_loss=0.0727, over 2477719.18 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06572, over 25426.42 utterances.], batch size: 161, lr: 5.83e-04
2022-08-23 01:39:04,203 INFO [train.py:927] (2/8) Epoch 5, batch 17900, giga_loss[loss=0.2077, simple_loss=0.2946, pruned_loss=0.06039, over 12455.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02823, over 80.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3085, pruned_loss=0.07218, over 2476914.49 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06715, over 23851.11 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.319, pruned_loss=0.08748, over 2467179.56 frames. utt_duration=1216 frames, utt_pad_proportion=0.06586, over 8127.32 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3078, pruned_loss=0.07075, over 2477956.36 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06537, over 25421.67 utterances.], batch size: 80, lr: 5.83e-04
2022-08-23 01:41:15,629 INFO [train.py:927] (2/8) Epoch 5, batch 17950, giga_loss[loss=0.1922, simple_loss=0.2678, pruned_loss=0.05833, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0464, over 34.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3061, pruned_loss=0.07101, over 2477012.80 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06739, over 23364.04 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3189, pruned_loss=0.0875, over 2467665.16 frames. utt_duration=1222 frames, utt_pad_proportion=0.06417, over 8086.14 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3051, pruned_loss=0.06925, over 2477760.84 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06647, over 25249.09 utterances.], batch size: 34, lr: 5.83e-04
2022-08-23 01:43:09,116 INFO [train.py:927] (2/8) Epoch 5, batch 18000, giga_loss[loss=0.2009, simple_loss=0.2828, pruned_loss=0.05951, over 12383.00 frames. utt_duration=139.6 frames, utt_pad_proportion=0.179, over 358.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3038, pruned_loss=0.06998, over 2477197.65 frames. utt_duration=408.2 frames, utt_pad_proportion=0.07192, over 24354.29 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3192, pruned_loss=0.08747, over 2467353.93 frames. utt_duration=1226 frames, utt_pad_proportion=0.06322, over 8058.64 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3025, pruned_loss=0.06828, over 2478268.09 frames. utt_duration=380 frames, utt_pad_proportion=0.07124, over 26177.22 utterances.], batch size: 358, lr: 5.83e-04
2022-08-23 01:43:09,117 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 01:43:24,754 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.218, simple_loss=0.3565, pruned_loss=0.03975, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 01:45:24,399 INFO [train.py:927] (2/8) Epoch 5, batch 18050, giga_loss[loss=0.226, simple_loss=0.3093, pruned_loss=0.07138, over 12439.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02752, over 80.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3071, pruned_loss=0.07048, over 2477529.09 frames. utt_duration=389.1 frames, utt_pad_proportion=0.07612, over 25553.93 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3216, pruned_loss=0.08781, over 2467440.48 frames. utt_duration=1226 frames, utt_pad_proportion=0.0628, over 8059.85 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3037, pruned_loss=0.06859, over 2478423.36 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07551, over 27223.53 utterances.], batch size: 80, lr: 5.83e-04
2022-08-23 01:47:35,798 INFO [train.py:927] (2/8) Epoch 5, batch 18100, libri_loss[loss=0.2814, simple_loss=0.3377, pruned_loss=0.1126, over 12302.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006013, over 35.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3038, pruned_loss=0.06867, over 2476776.90 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07534, over 25514.51 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3215, pruned_loss=0.0878, over 2467398.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.06212, over 8048.04 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.301, pruned_loss=0.06691, over 2477655.21 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07514, over 27084.27 utterances.], batch size: 35, lr: 5.83e-04
2022-08-23 01:49:38,275 INFO [train.py:927] (2/8) Epoch 5, batch 18150, giga_loss[loss=0.1978, simple_loss=0.3045, pruned_loss=0.04553, over 12411.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03152, over 80.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3049, pruned_loss=0.06796, over 2477291.74 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07394, over 25599.37 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3212, pruned_loss=0.0877, over 2467743.40 frames. utt_duration=1232 frames, utt_pad_proportion=0.06122, over 8023.29 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3026, pruned_loss=0.06631, over 2477844.15 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07412, over 27161.69 utterances.], batch size: 80, lr: 5.83e-04
2022-08-23 01:51:37,590 INFO [train.py:927] (2/8) Epoch 5, batch 18200, giga_loss[loss=0.2401, simple_loss=0.3147, pruned_loss=0.08276, over 12404.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07809, over 213.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3065, pruned_loss=0.06806, over 2477181.11 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07403, over 26127.46 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3206, pruned_loss=0.08732, over 2467337.32 frames. utt_duration=1237 frames, utt_pad_proportion=0.06012, over 7986.27 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3048, pruned_loss=0.06655, over 2478246.65 frames. utt_duration=356.7 frames, utt_pad_proportion=0.07455, over 27887.91 utterances.], batch size: 213, lr: 5.82e-04
2022-08-23 01:53:44,061 INFO [train.py:927] (2/8) Epoch 5, batch 18250, giga_loss[loss=0.2107, simple_loss=0.3002, pruned_loss=0.06062, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0271, over 48.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3073, pruned_loss=0.06828, over 2477252.26 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07262, over 24458.12 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3213, pruned_loss=0.0879, over 2467752.19 frames. utt_duration=1212 frames, utt_pad_proportion=0.06763, over 8152.37 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3049, pruned_loss=0.06608, over 2478008.59 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07136, over 26178.35 utterances.], batch size: 48, lr: 5.82e-04
2022-08-23 01:56:02,874 INFO [train.py:927] (2/8) Epoch 5, batch 18300, giga_loss[loss=0.2377, simple_loss=0.3163, pruned_loss=0.07955, over 12428.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04838, over 147.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3086, pruned_loss=0.0696, over 2477615.67 frames. utt_duration=410.7 frames, utt_pad_proportion=0.0693, over 24199.68 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3219, pruned_loss=0.08828, over 2467712.51 frames. utt_duration=1200 frames, utt_pad_proportion=0.07069, over 8238.03 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3059, pruned_loss=0.06708, over 2478463.28 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06775, over 25861.27 utterances.], batch size: 147, lr: 5.82e-04
2022-08-23 01:58:07,273 INFO [train.py:927] (2/8) Epoch 5, batch 18350, giga_loss[loss=0.2156, simple_loss=0.3026, pruned_loss=0.06425, over 12427.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04884, over 147.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3051, pruned_loss=0.06806, over 2477650.27 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06646, over 24294.12 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.321, pruned_loss=0.08787, over 2467334.62 frames. utt_duration=1206 frames, utt_pad_proportion=0.06963, over 8191.59 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3034, pruned_loss=0.06599, over 2478902.86 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06567, over 26017.51 utterances.], batch size: 147, lr: 5.82e-04
2022-08-23 02:00:17,232 INFO [train.py:927] (2/8) Epoch 5, batch 18400, giga_loss[loss=0.201, simple_loss=0.2892, pruned_loss=0.05641, over 12399.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02694, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3029, pruned_loss=0.06755, over 2478082.34 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06972, over 25033.28 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3208, pruned_loss=0.08774, over 2467176.39 frames. utt_duration=1209 frames, utt_pad_proportion=0.06915, over 8173.71 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3016, pruned_loss=0.06587, over 2479304.87 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06908, over 26553.60 utterances.], batch size: 58, lr: 5.82e-04
2022-08-23 02:02:17,740 INFO [train.py:927] (2/8) Epoch 5, batch 18450, giga_loss[loss=0.2075, simple_loss=0.2903, pruned_loss=0.0624, over 12422.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06455, over 211.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3046, pruned_loss=0.06838, over 2478290.60 frames. utt_duration=398 frames, utt_pad_proportion=0.06832, over 24978.14 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3209, pruned_loss=0.08779, over 2467092.09 frames. utt_duration=1210 frames, utt_pad_proportion=0.06862, over 8166.97 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3033, pruned_loss=0.06683, over 2479448.35 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06803, over 26329.55 utterances.], batch size: 211, lr: 5.82e-04
2022-08-23 02:04:23,507 INFO [train.py:927] (2/8) Epoch 5, batch 18500, giga_loss[loss=0.2222, simple_loss=0.307, pruned_loss=0.06872, over 12447.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03713, over 133.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3048, pruned_loss=0.0693, over 2478929.51 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06501, over 25147.60 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3211, pruned_loss=0.08781, over 2467322.58 frames. utt_duration=1212 frames, utt_pad_proportion=0.0681, over 8156.35 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3035, pruned_loss=0.06789, over 2479734.63 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06507, over 26373.12 utterances.], batch size: 133, lr: 5.82e-04
2022-08-23 02:06:35,163 INFO [train.py:927] (2/8) Epoch 5, batch 18550, giga_loss[loss=0.2332, simple_loss=0.3187, pruned_loss=0.07384, over 12313.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02962, over 74.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3052, pruned_loss=0.06891, over 2478439.18 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06428, over 24514.53 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3207, pruned_loss=0.08747, over 2467420.90 frames. utt_duration=1216 frames, utt_pad_proportion=0.06691, over 8125.03 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3041, pruned_loss=0.06759, over 2479298.36 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06464, over 25956.29 utterances.], batch size: 74, lr: 5.82e-04
2022-08-23 02:08:49,267 INFO [train.py:927] (2/8) Epoch 5, batch 18600, giga_loss[loss=0.2312, simple_loss=0.3001, pruned_loss=0.08118, over 12413.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05087, over 161.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06824, over 2478480.86 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06351, over 24649.20 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.32, pruned_loss=0.08716, over 2467438.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.06605, over 8093.88 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3026, pruned_loss=0.06713, over 2479357.93 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06405, over 26116.29 utterances.], batch size: 161, lr: 5.82e-04
2022-08-23 02:10:51,477 INFO [train.py:927] (2/8) Epoch 5, batch 18650, giga_loss[loss=0.1986, simple_loss=0.2699, pruned_loss=0.06361, over 12354.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1942, over 364.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2978, pruned_loss=0.06637, over 2478064.62 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06401, over 24224.17 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3199, pruned_loss=0.08725, over 2467342.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.0653, over 8064.24 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2972, pruned_loss=0.06508, over 2479034.27 frames. utt_duration=387 frames, utt_pad_proportion=0.06463, over 25697.83 utterances.], batch size: 364, lr: 5.81e-04
2022-08-23 02:12:49,954 INFO [train.py:927] (2/8) Epoch 5, batch 18700, giga_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05869, over 12405.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2984, pruned_loss=0.06706, over 2478163.76 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06724, over 25067.33 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3199, pruned_loss=0.08725, over 2467342.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.0653, over 8064.24 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2979, pruned_loss=0.06605, over 2478918.45 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06757, over 26214.30 utterances.], batch size: 133, lr: 5.81e-04
2022-08-23 02:14:55,168 INFO [train.py:927] (2/8) Epoch 5, batch 18750, giga_loss[loss=0.2073, simple_loss=0.2888, pruned_loss=0.06287, over 12434.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06189, over 183.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2973, pruned_loss=0.0657, over 2478142.34 frames. utt_duration=398.6 frames, utt_pad_proportion=0.0672, over 24943.23 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3208, pruned_loss=0.08774, over 2467468.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.06934, over 8149.20 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2958, pruned_loss=0.06429, over 2478720.79 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06639, over 25924.80 utterances.], batch size: 183, lr: 5.81e-04
2022-08-23 02:17:12,891 INFO [train.py:927] (2/8) Epoch 5, batch 18800, giga_loss[loss=0.2362, simple_loss=0.3167, pruned_loss=0.07788, over 12424.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 258.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2954, pruned_loss=0.06435, over 2478309.62 frames. utt_duration=398.5 frames, utt_pad_proportion=0.0675, over 24953.53 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3208, pruned_loss=0.08768, over 2467471.77 frames. utt_duration=1214 frames, utt_pad_proportion=0.06908, over 8141.45 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2942, pruned_loss=0.06321, over 2478801.31 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06691, over 25793.24 utterances.], batch size: 258, lr: 5.81e-04
2022-08-23 02:19:11,045 INFO [train.py:927] (2/8) Epoch 5, batch 18850, giga_loss[loss=0.2209, simple_loss=0.2958, pruned_loss=0.07299, over 12326.00 frames. utt_duration=625.2 frames, utt_pad_proportion=0.0232, over 79.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2954, pruned_loss=0.06517, over 2477529.68 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07307, over 25591.29 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3205, pruned_loss=0.08759, over 2467154.66 frames. utt_duration=1220 frames, utt_pad_proportion=0.06787, over 8098.42 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2941, pruned_loss=0.06381, over 2478473.93 frames. utt_duration=372.4 frames, utt_pad_proportion=0.07282, over 26705.00 utterances.], batch size: 79, lr: 5.81e-04
2022-08-23 02:21:15,556 INFO [train.py:927] (2/8) Epoch 5, batch 18900, giga_loss[loss=0.2155, simple_loss=0.3079, pruned_loss=0.06158, over 12384.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02762, over 91.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2949, pruned_loss=0.06441, over 2477401.93 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06897, over 25278.76 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3201, pruned_loss=0.0873, over 2467343.84 frames. utt_duration=1225 frames, utt_pad_proportion=0.06685, over 8068.66 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2938, pruned_loss=0.0632, over 2478167.14 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06923, over 26482.32 utterances.], batch size: 91, lr: 5.81e-04
2022-08-23 02:23:11,434 INFO [train.py:927] (2/8) Epoch 5, batch 18950, giga_loss[loss=0.2003, simple_loss=0.2877, pruned_loss=0.05646, over 12280.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.03563, over 51.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2969, pruned_loss=0.06526, over 2476990.90 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07361, over 25654.55 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3195, pruned_loss=0.08687, over 2467127.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.06539, over 8034.55 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2958, pruned_loss=0.06388, over 2478176.04 frames. utt_duration=364.4 frames, utt_pad_proportion=0.07405, over 27292.20 utterances.], batch size: 51, lr: 5.81e-04
2022-08-23 02:25:06,380 INFO [train.py:927] (2/8) Epoch 5, batch 19000, giga_loss[loss=0.2293, simple_loss=0.3113, pruned_loss=0.07364, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03741, over 113.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2983, pruned_loss=0.06606, over 2477252.72 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07423, over 26098.11 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3192, pruned_loss=0.0868, over 2467148.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.06479, over 8011.15 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2969, pruned_loss=0.06435, over 2478496.34 frames. utt_duration=355.3 frames, utt_pad_proportion=0.07476, over 27997.94 utterances.], batch size: 113, lr: 5.81e-04
2022-08-23 02:27:09,118 INFO [train.py:927] (2/8) Epoch 5, batch 19050, libri_loss[loss=0.2691, simple_loss=0.3367, pruned_loss=0.1008, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006257, over 31.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2972, pruned_loss=0.06481, over 2477063.75 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06905, over 24968.28 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3197, pruned_loss=0.08696, over 2467112.57 frames. utt_duration=1238 frames, utt_pad_proportion=0.06356, over 7984.07 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2951, pruned_loss=0.06281, over 2478317.24 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07019, over 26907.90 utterances.], batch size: 31, lr: 5.80e-04
2022-08-23 02:29:07,299 INFO [train.py:927] (2/8) Epoch 5, batch 19100, giga_loss[loss=0.1891, simple_loss=0.2729, pruned_loss=0.05259, over 12440.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05621, over 182.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2964, pruned_loss=0.06501, over 2476766.11 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07009, over 24850.61 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.32, pruned_loss=0.08715, over 2466939.73 frames. utt_duration=1226 frames, utt_pad_proportion=0.06666, over 8059.69 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2937, pruned_loss=0.06241, over 2478263.11 frames. utt_duration=369.2 frames, utt_pad_proportion=0.07007, over 26941.65 utterances.], batch size: 182, lr: 5.80e-04
2022-08-23 02:31:15,690 INFO [train.py:927] (2/8) Epoch 5, batch 19150, giga_loss[loss=0.1904, simple_loss=0.2824, pruned_loss=0.04916, over 12350.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2985, pruned_loss=0.06567, over 2476042.21 frames. utt_duration=404 frames, utt_pad_proportion=0.06906, over 24590.70 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3195, pruned_loss=0.08696, over 2466232.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06495, over 8013.18 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.296, pruned_loss=0.06308, over 2478162.44 frames. utt_duration=370.7 frames, utt_pad_proportion=0.06961, over 26829.15 utterances.], batch size: 66, lr: 5.80e-04
2022-08-23 02:33:10,079 INFO [train.py:927] (2/8) Epoch 5, batch 19200, giga_loss[loss=0.1763, simple_loss=0.261, pruned_loss=0.04583, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03332, over 39.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3008, pruned_loss=0.06731, over 2476386.82 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0687, over 24623.45 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3196, pruned_loss=0.08719, over 2466045.77 frames. utt_duration=1225 frames, utt_pad_proportion=0.06806, over 8061.83 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2982, pruned_loss=0.06451, over 2478520.10 frames. utt_duration=371 frames, utt_pad_proportion=0.06835, over 26809.44 utterances.], batch size: 39, lr: 5.80e-04
2022-08-23 02:35:13,589 INFO [train.py:927] (2/8) Epoch 5, batch 19250, giga_loss[loss=0.2171, simple_loss=0.3036, pruned_loss=0.06524, over 12473.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.02966, over 92.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3023, pruned_loss=0.06767, over 2476573.17 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07097, over 24895.04 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3195, pruned_loss=0.08717, over 2466504.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.06675, over 8052.16 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2998, pruned_loss=0.06493, over 2478160.78 frames. utt_duration=367 frames, utt_pad_proportion=0.07086, over 27097.70 utterances.], batch size: 92, lr: 5.80e-04
2022-08-23 02:37:26,527 INFO [train.py:927] (2/8) Epoch 5, batch 19300, giga_loss[loss=0.1912, simple_loss=0.2805, pruned_loss=0.05094, over 12306.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.02713, over 70.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3015, pruned_loss=0.06743, over 2476676.15 frames. utt_duration=407.2 frames, utt_pad_proportion=0.06755, over 24400.31 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3191, pruned_loss=0.08701, over 2466559.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06625, over 8066.38 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2994, pruned_loss=0.06476, over 2478223.18 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06789, over 26678.29 utterances.], batch size: 70, lr: 5.80e-04
2022-08-23 02:39:23,824 INFO [train.py:927] (2/8) Epoch 5, batch 19350, giga_loss[loss=0.2295, simple_loss=0.3119, pruned_loss=0.07356, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03809, over 113.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3006, pruned_loss=0.0672, over 2476566.20 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06694, over 24577.58 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3185, pruned_loss=0.08671, over 2466002.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.0648, over 8022.99 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2989, pruned_loss=0.06479, over 2478552.47 frames. utt_duration=370 frames, utt_pad_proportion=0.06763, over 26882.28 utterances.], batch size: 113, lr: 5.80e-04
2022-08-23 02:41:30,646 INFO [train.py:927] (2/8) Epoch 5, batch 19400, giga_loss[loss=0.2363, simple_loss=0.3143, pruned_loss=0.07917, over 12409.00 frames. utt_duration=274 frames, utt_pad_proportion=0.0584, over 182.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2999, pruned_loss=0.06792, over 2476400.50 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07012, over 25016.78 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3183, pruned_loss=0.08659, over 2466016.45 frames. utt_duration=1224 frames, utt_pad_proportion=0.06707, over 8068.72 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2982, pruned_loss=0.06551, over 2478318.45 frames. utt_duration=363.9 frames, utt_pad_proportion=0.06989, over 27329.54 utterances.], batch size: 182, lr: 5.80e-04
2022-08-23 02:43:26,496 INFO [train.py:927] (2/8) Epoch 5, batch 19450, giga_loss[loss=0.1816, simple_loss=0.2775, pruned_loss=0.04291, over 12429.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04984, over 161.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06816, over 2476838.11 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07008, over 24550.22 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3196, pruned_loss=0.08742, over 2466599.81 frames. utt_duration=1226 frames, utt_pad_proportion=0.06522, over 8057.81 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2976, pruned_loss=0.06465, over 2478282.56 frames. utt_duration=366.5 frames, utt_pad_proportion=0.07046, over 27139.09 utterances.], batch size: 161, lr: 5.80e-04
2022-08-23 02:45:24,581 INFO [train.py:927] (2/8) Epoch 5, batch 19500, giga_loss[loss=0.2087, simple_loss=0.3009, pruned_loss=0.05832, over 12360.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02934, over 91.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3023, pruned_loss=0.06703, over 2476928.55 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06501, over 23467.58 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3194, pruned_loss=0.08733, over 2466577.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.0647, over 8055.11 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2994, pruned_loss=0.06389, over 2478332.22 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06595, over 25883.87 utterances.], batch size: 91, lr: 5.79e-04
2022-08-23 02:47:34,627 INFO [train.py:927] (2/8) Epoch 5, batch 19550, giga_loss[loss=0.2194, simple_loss=0.3137, pruned_loss=0.06255, over 12400.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03664, over 113.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3032, pruned_loss=0.06731, over 2477377.66 frames. utt_duration=403.4 frames, utt_pad_proportion=0.0694, over 24636.03 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3198, pruned_loss=0.08784, over 2466570.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.06836, over 8141.18 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3005, pruned_loss=0.06427, over 2478576.28 frames. utt_duration=374 frames, utt_pad_proportion=0.06891, over 26594.74 utterances.], batch size: 113, lr: 5.79e-04
2022-08-23 02:49:40,539 INFO [train.py:927] (2/8) Epoch 5, batch 19600, giga_loss[loss=0.1994, simple_loss=0.2925, pruned_loss=0.05315, over 12439.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03777, over 133.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3022, pruned_loss=0.06643, over 2476957.60 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06677, over 24679.94 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3194, pruned_loss=0.08765, over 2466524.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06659, over 8103.74 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2999, pruned_loss=0.06351, over 2478271.34 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06705, over 26814.90 utterances.], batch size: 133, lr: 5.79e-04
2022-08-23 02:51:55,977 INFO [train.py:927] (2/8) Epoch 5, batch 19650, giga_loss[loss=0.2186, simple_loss=0.3134, pruned_loss=0.06196, over 12363.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03005, over 58.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3025, pruned_loss=0.06573, over 2476585.37 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06889, over 24731.32 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3195, pruned_loss=0.0876, over 2466235.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.06582, over 8087.29 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.3003, pruned_loss=0.06316, over 2478042.28 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06921, over 26673.27 utterances.], batch size: 58, lr: 5.79e-04
2022-08-23 02:54:08,510 INFO [train.py:927] (2/8) Epoch 5, batch 19700, libri_loss[loss=0.2891, simple_loss=0.3485, pruned_loss=0.1149, over 12436.00 frames. utt_duration=766.8 frames, utt_pad_proportion=0.1296, over 65.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.066, over 2476490.12 frames. utt_duration=415 frames, utt_pad_proportion=0.0682, over 23938.67 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3182, pruned_loss=0.08691, over 2466167.59 frames. utt_duration=1228 frames, utt_pad_proportion=0.06431, over 8042.71 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3019, pruned_loss=0.06355, over 2478172.23 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06894, over 26276.64 utterances.], batch size: 65, lr: 5.79e-04
2022-08-23 02:56:28,385 INFO [train.py:927] (2/8) Epoch 5, batch 19750, giga_loss[loss=0.1973, simple_loss=0.2849, pruned_loss=0.05486, over 12391.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02914, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3014, pruned_loss=0.06577, over 2476720.99 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0651, over 22632.98 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.318, pruned_loss=0.08687, over 2466383.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06645, over 8077.91 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.3, pruned_loss=0.06316, over 2478192.20 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06536, over 24957.90 utterances.], batch size: 51, lr: 5.79e-04
2022-08-23 02:58:32,369 INFO [train.py:927] (2/8) Epoch 5, batch 19800, giga_loss[loss=0.1871, simple_loss=0.2807, pruned_loss=0.04682, over 12322.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.0296, over 66.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2992, pruned_loss=0.06354, over 2476668.94 frames. utt_duration=452.6 frames, utt_pad_proportion=0.06114, over 21944.83 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3173, pruned_loss=0.08642, over 2466029.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.06582, over 8046.89 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2985, pruned_loss=0.06159, over 2478281.14 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06185, over 23997.73 utterances.], batch size: 66, lr: 5.79e-04
2022-08-23 03:00:36,347 INFO [train.py:927] (2/8) Epoch 5, batch 19850, giga_loss[loss=0.2271, simple_loss=0.3096, pruned_loss=0.07233, over 12386.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09481, over 255.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3019, pruned_loss=0.06462, over 2476661.71 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06131, over 22676.52 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3173, pruned_loss=0.08627, over 2465912.05 frames. utt_duration=1231 frames, utt_pad_proportion=0.06544, over 8022.48 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3011, pruned_loss=0.063, over 2478143.41 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06196, over 24453.18 utterances.], batch size: 255, lr: 5.79e-04
2022-08-23 03:02:27,435 INFO [train.py:927] (2/8) Epoch 5, batch 19900, giga_loss[loss=0.1841, simple_loss=0.2549, pruned_loss=0.05663, over 12365.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1802, over 358.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3009, pruned_loss=0.0649, over 2476878.72 frames. utt_duration=432 frames, utt_pad_proportion=0.06302, over 22995.46 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3172, pruned_loss=0.08625, over 2465973.50 frames. utt_duration=1234 frames, utt_pad_proportion=0.06429, over 8000.07 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.3, pruned_loss=0.06303, over 2478327.80 frames. utt_duration=400 frames, utt_pad_proportion=0.06372, over 24858.16 utterances.], batch size: 358, lr: 5.78e-04
2022-08-23 03:04:21,670 INFO [train.py:927] (2/8) Epoch 5, batch 19950, giga_loss[loss=0.2286, simple_loss=0.3203, pruned_loss=0.06839, over 12319.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03513, over 58.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3018, pruned_loss=0.06633, over 2476991.31 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06685, over 24138.22 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3173, pruned_loss=0.08634, over 2465992.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.0644, over 8033.01 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3005, pruned_loss=0.06431, over 2478368.76 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06711, over 25924.56 utterances.], batch size: 58, lr: 5.78e-04
2022-08-23 03:06:05,838 INFO [train.py:927] (2/8) Epoch 5, batch 20000, giga_loss[loss=0.2384, simple_loss=0.3347, pruned_loss=0.07106, over 12376.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02806, over 70.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3096, pruned_loss=0.0712, over 2476189.97 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06702, over 23460.33 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3166, pruned_loss=0.08598, over 2465964.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.06306, over 7987.69 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3089, pruned_loss=0.06942, over 2477573.92 frames. utt_duration=392 frames, utt_pad_proportion=0.06767, over 25360.94 utterances.], batch size: 70, lr: 5.78e-04
2022-08-23 03:07:49,856 INFO [train.py:927] (2/8) Epoch 5, batch 20050, giga_loss[loss=0.214, simple_loss=0.2862, pruned_loss=0.07093, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02808, over 45.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3099, pruned_loss=0.07215, over 2476261.95 frames. utt_duration=450.3 frames, utt_pad_proportion=0.06567, over 22060.18 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3167, pruned_loss=0.08604, over 2465944.02 frames. utt_duration=1237 frames, utt_pad_proportion=0.06263, over 7984.86 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3092, pruned_loss=0.07052, over 2477505.41 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06646, over 23764.64 utterances.], batch size: 45, lr: 5.78e-04
2022-08-23 03:09:32,192 INFO [train.py:927] (2/8) Epoch 5, batch 20100, giga_loss[loss=0.1844, simple_loss=0.2696, pruned_loss=0.04963, over 12415.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.305, pruned_loss=0.07092, over 2474848.30 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06333, over 20729.02 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3166, pruned_loss=0.08581, over 2465537.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.06158, over 7938.63 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3043, pruned_loss=0.0695, over 2476452.05 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06452, over 22444.74 utterances.], batch size: 80, lr: 5.78e-04
2022-08-23 03:11:15,745 INFO [train.py:927] (2/8) Epoch 5, batch 20150, giga_loss[loss=0.178, simple_loss=0.2556, pruned_loss=0.05023, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04885, over 34.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2973, pruned_loss=0.06813, over 2474104.28 frames. utt_duration=512 frames, utt_pad_proportion=0.06013, over 19380.66 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.317, pruned_loss=0.08614, over 2465505.58 frames. utt_duration=1239 frames, utt_pad_proportion=0.06198, over 7971.47 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2962, pruned_loss=0.06647, over 2475501.21 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06121, over 20868.97 utterances.], batch size: 34, lr: 5.78e-04
2022-08-23 03:12:58,550 INFO [train.py:927] (2/8) Epoch 5, batch 20200, giga_loss[loss=0.2228, simple_loss=0.2922, pruned_loss=0.07669, over 12387.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07782, over 213.00 utterances.], tot_loss[loss=0.21, simple_loss=0.29, pruned_loss=0.06496, over 2474504.95 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06102, over 19402.34 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3163, pruned_loss=0.08588, over 2465522.45 frames. utt_duration=1245 frames, utt_pad_proportion=0.06137, over 7933.29 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2893, pruned_loss=0.06353, over 2475765.23 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06203, over 20824.82 utterances.], batch size: 213, lr: 5.78e-04
2022-08-23 03:14:39,918 INFO [train.py:927] (2/8) Epoch 5, batch 20250, giga_loss[loss=0.1542, simple_loss=0.2274, pruned_loss=0.0405, over 12440.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04085, over 31.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2849, pruned_loss=0.06348, over 2473683.46 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06123, over 19309.35 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3162, pruned_loss=0.08595, over 2465442.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.05993, over 7911.51 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2837, pruned_loss=0.06172, over 2474991.50 frames. utt_duration=478 frames, utt_pad_proportion=0.0625, over 20769.72 utterances.], batch size: 31, lr: 5.78e-04
2022-08-23 03:16:23,331 INFO [train.py:927] (2/8) Epoch 5, batch 20300, giga_loss[loss=0.2048, simple_loss=0.2824, pruned_loss=0.06363, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02914, over 42.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.281, pruned_loss=0.06228, over 2473917.54 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06483, over 19943.16 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3164, pruned_loss=0.08595, over 2465549.43 frames. utt_duration=1245 frames, utt_pad_proportion=0.06002, over 7932.77 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2795, pruned_loss=0.06057, over 2474971.05 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06561, over 21238.16 utterances.], batch size: 42, lr: 5.78e-04
2022-08-23 03:18:06,812 INFO [train.py:927] (2/8) Epoch 5, batch 20350, giga_loss[loss=0.1599, simple_loss=0.2323, pruned_loss=0.04376, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03448, over 51.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2775, pruned_loss=0.06094, over 2473906.09 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06358, over 20105.11 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3168, pruned_loss=0.0862, over 2465492.30 frames. utt_duration=1248 frames, utt_pad_proportion=0.05865, over 7910.99 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2749, pruned_loss=0.0587, over 2475039.01 frames. utt_duration=462.2 frames, utt_pad_proportion=0.06475, over 21488.70 utterances.], batch size: 51, lr: 5.77e-04
2022-08-23 03:19:47,006 INFO [train.py:927] (2/8) Epoch 5, batch 20400, giga_loss[loss=0.1457, simple_loss=0.219, pruned_loss=0.03622, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04431, over 26.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2715, pruned_loss=0.05804, over 2473876.86 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06464, over 20129.45 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3168, pruned_loss=0.08615, over 2465512.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.05843, over 7904.44 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2693, pruned_loss=0.0562, over 2474784.34 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06561, over 21279.56 utterances.], batch size: 26, lr: 5.77e-04
2022-08-23 03:21:29,333 INFO [train.py:927] (2/8) Epoch 5, batch 20450, giga_loss[loss=0.2509, simple_loss=0.3125, pruned_loss=0.09467, over 12333.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2759, pruned_loss=0.061, over 2474243.25 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07288, over 20270.68 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3173, pruned_loss=0.08673, over 2465641.76 frames. utt_duration=1213 frames, utt_pad_proportion=0.07148, over 8142.05 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2724, pruned_loss=0.05825, over 2475100.25 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06899, over 21303.54 utterances.], batch size: 362, lr: 5.77e-04
2022-08-23 03:23:10,400 INFO [train.py:927] (2/8) Epoch 5, batch 20500, giga_loss[loss=0.2011, simple_loss=0.2924, pruned_loss=0.05485, over 12389.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04635, over 26.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2873, pruned_loss=0.06705, over 2473865.45 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07183, over 19683.28 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3172, pruned_loss=0.08669, over 2465738.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.0732, over 8160.76 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2831, pruned_loss=0.06393, over 2474813.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06807, over 20979.27 utterances.], batch size: 26, lr: 5.77e-04
2022-08-23 03:24:52,182 INFO [train.py:927] (2/8) Epoch 5, batch 20550, giga_loss[loss=0.2451, simple_loss=0.3304, pruned_loss=0.07993, over 12345.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03319, over 58.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2948, pruned_loss=0.06996, over 2473017.41 frames. utt_duration=512 frames, utt_pad_proportion=0.07301, over 19375.41 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3167, pruned_loss=0.08643, over 2465462.14 frames. utt_duration=1217 frames, utt_pad_proportion=0.071, over 8113.11 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2909, pruned_loss=0.06703, over 2474354.13 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07069, over 20893.64 utterances.], batch size: 58, lr: 5.77e-04
2022-08-23 03:26:35,262 INFO [train.py:927] (2/8) Epoch 5, batch 20600, giga_loss[loss=0.2235, simple_loss=0.3089, pruned_loss=0.06909, over 12383.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03469, over 122.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.2989, pruned_loss=0.07091, over 2473086.19 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07612, over 20121.45 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3167, pruned_loss=0.0864, over 2465320.83 frames. utt_duration=1218 frames, utt_pad_proportion=0.07074, over 8105.54 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2958, pruned_loss=0.06858, over 2474275.18 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07424, over 21360.85 utterances.], batch size: 122, lr: 5.77e-04
2022-08-23 03:28:17,227 INFO [train.py:927] (2/8) Epoch 5, batch 20650, giga_loss[loss=0.2807, simple_loss=0.3434, pruned_loss=0.1089, over 12366.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06069, over 182.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3042, pruned_loss=0.07357, over 2474142.97 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07284, over 20118.03 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3169, pruned_loss=0.08616, over 2465625.15 frames. utt_duration=1223 frames, utt_pad_proportion=0.06957, over 8072.40 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3011, pruned_loss=0.07159, over 2474986.76 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07195, over 21408.57 utterances.], batch size: 182, lr: 5.77e-04
2022-08-23 03:29:59,070 INFO [train.py:927] (2/8) Epoch 5, batch 20700, giga_loss[loss=0.1994, simple_loss=0.2893, pruned_loss=0.05476, over 12277.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03839, over 51.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3079, pruned_loss=0.07482, over 2474365.04 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06887, over 19185.75 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3168, pruned_loss=0.08618, over 2465736.37 frames. utt_duration=1226 frames, utt_pad_proportion=0.06903, over 8053.42 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3054, pruned_loss=0.07307, over 2475048.13 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06856, over 20383.97 utterances.], batch size: 51, lr: 5.77e-04
2022-08-23 03:31:40,518 INFO [train.py:927] (2/8) Epoch 5, batch 20750, giga_loss[loss=0.2293, simple_loss=0.3215, pruned_loss=0.06859, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02975, over 66.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.311, pruned_loss=0.07558, over 2473661.27 frames. utt_duration=555 frames, utt_pad_proportion=0.06539, over 17877.21 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3168, pruned_loss=0.08614, over 2465731.42 frames. utt_duration=1214 frames, utt_pad_proportion=0.0719, over 8132.51 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3088, pruned_loss=0.07382, over 2474503.72 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06419, over 19145.70 utterances.], batch size: 66, lr: 5.77e-04
2022-08-23 03:33:23,645 INFO [train.py:927] (2/8) Epoch 5, batch 20800, giga_loss[loss=0.2118, simple_loss=0.3017, pruned_loss=0.06094, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03406, over 28.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3119, pruned_loss=0.07486, over 2473436.98 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06551, over 17279.05 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3163, pruned_loss=0.08602, over 2465723.30 frames. utt_duration=1220 frames, utt_pad_proportion=0.07092, over 8094.13 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3104, pruned_loss=0.07337, over 2474257.77 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06485, over 18483.92 utterances.], batch size: 28, lr: 5.76e-04
2022-08-23 03:35:03,687 INFO [train.py:927] (2/8) Epoch 5, batch 20850, giga_loss[loss=0.2597, simple_loss=0.3428, pruned_loss=0.08836, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04145, over 113.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3112, pruned_loss=0.0736, over 2472954.89 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06235, over 16578.49 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3162, pruned_loss=0.08604, over 2465363.55 frames. utt_duration=1212 frames, utt_pad_proportion=0.07382, over 8144.19 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.31, pruned_loss=0.07206, over 2474133.25 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06061, over 17734.39 utterances.], batch size: 113, lr: 5.76e-04
2022-08-23 03:36:46,580 INFO [train.py:927] (2/8) Epoch 5, batch 20900, giga_loss[loss=0.3058, simple_loss=0.3572, pruned_loss=0.1272, over 12391.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.064, over 183.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3129, pruned_loss=0.07588, over 2472500.02 frames. utt_duration=610.5 frames, utt_pad_proportion=0.06155, over 16239.40 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3159, pruned_loss=0.08587, over 2465408.73 frames. utt_duration=1221 frames, utt_pad_proportion=0.07161, over 8086.78 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.312, pruned_loss=0.0743, over 2473722.29 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06095, over 17568.65 utterances.], batch size: 183, lr: 5.76e-04
2022-08-23 03:38:31,582 INFO [train.py:927] (2/8) Epoch 5, batch 20950, giga_loss[loss=0.2513, simple_loss=0.3289, pruned_loss=0.08687, over 12328.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03243, over 58.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3137, pruned_loss=0.07765, over 2471790.80 frames. utt_duration=613.2 frames, utt_pad_proportion=0.06159, over 16164.15 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3153, pruned_loss=0.08567, over 2465125.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.06958, over 8033.12 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3134, pruned_loss=0.07622, over 2473305.67 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06175, over 17573.77 utterances.], batch size: 58, lr: 5.76e-04
2022-08-23 03:40:15,349 INFO [train.py:927] (2/8) Epoch 5, batch 21000, giga_loss[loss=0.2484, simple_loss=0.32, pruned_loss=0.08835, over 12387.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02969, over 58.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3132, pruned_loss=0.07784, over 2472170.70 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05791, over 15665.24 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3156, pruned_loss=0.08581, over 2465300.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06942, over 8050.73 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3126, pruned_loss=0.07653, over 2473264.03 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05831, over 16826.55 utterances.], batch size: 58, lr: 5.76e-04
2022-08-23 03:40:15,350 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 03:40:29,086 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.2066, simple_loss=0.3347, pruned_loss=0.03924, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 03:42:13,658 INFO [train.py:927] (2/8) Epoch 5, batch 21050, giga_loss[loss=0.23, simple_loss=0.309, pruned_loss=0.07549, over 12341.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03349, over 51.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3123, pruned_loss=0.07685, over 2472442.40 frames. utt_duration=606.6 frames, utt_pad_proportion=0.06251, over 16344.92 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3156, pruned_loss=0.08567, over 2465219.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06921, over 8038.48 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3119, pruned_loss=0.07591, over 2473410.14 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06264, over 17304.60 utterances.], batch size: 51, lr: 5.76e-04
2022-08-23 03:43:58,699 INFO [train.py:927] (2/8) Epoch 5, batch 21100, giga_loss[loss=0.2028, simple_loss=0.2797, pruned_loss=0.06292, over 12398.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04037, over 133.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3096, pruned_loss=0.07573, over 2473126.87 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05901, over 16540.25 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.316, pruned_loss=0.08584, over 2465126.86 frames. utt_duration=1230 frames, utt_pad_proportion=0.06838, over 8023.95 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.309, pruned_loss=0.07473, over 2474067.60 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05956, over 17416.75 utterances.], batch size: 133, lr: 5.76e-04
2022-08-23 03:45:45,118 INFO [train.py:927] (2/8) Epoch 5, batch 21150, giga_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.06116, over 12429.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03625, over 123.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3058, pruned_loss=0.07481, over 2473091.87 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0715, over 17966.06 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3158, pruned_loss=0.08582, over 2465479.61 frames. utt_duration=1225 frames, utt_pad_proportion=0.07, over 8057.67 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3051, pruned_loss=0.07354, over 2473870.03 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07043, over 19029.93 utterances.], batch size: 123, lr: 5.76e-04
2022-08-23 03:47:26,803 INFO [train.py:927] (2/8) Epoch 5, batch 21200, giga_loss[loss=0.2175, simple_loss=0.3129, pruned_loss=0.06106, over 12465.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.0735, over 2473488.90 frames. utt_duration=554.3 frames, utt_pad_proportion=0.07054, over 17896.25 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3151, pruned_loss=0.08539, over 2465526.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.0728, over 8083.13 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3033, pruned_loss=0.07249, over 2474314.71 frames. utt_duration=521 frames, utt_pad_proportion=0.06858, over 19049.89 utterances.], batch size: 75, lr: 5.75e-04
2022-08-23 03:49:08,193 INFO [train.py:927] (2/8) Epoch 5, batch 21250, giga_loss[loss=0.2098, simple_loss=0.2904, pruned_loss=0.06459, over 12333.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.02736, over 74.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3008, pruned_loss=0.07224, over 2473849.03 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06671, over 17420.49 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3148, pruned_loss=0.08517, over 2465657.32 frames. utt_duration=1222 frames, utt_pad_proportion=0.07239, over 8082.68 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3006, pruned_loss=0.07141, over 2474534.46 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06546, over 18515.71 utterances.], batch size: 74, lr: 5.75e-04
2022-08-23 03:50:49,744 INFO [train.py:927] (2/8) Epoch 5, batch 21300, giga_loss[loss=0.2277, simple_loss=0.2978, pruned_loss=0.07877, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03966, over 40.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2977, pruned_loss=0.07089, over 2473905.81 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06277, over 16853.84 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3147, pruned_loss=0.08501, over 2465745.56 frames. utt_duration=1226 frames, utt_pad_proportion=0.07134, over 8057.21 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2973, pruned_loss=0.07013, over 2474529.37 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06232, over 17908.01 utterances.], batch size: 40, lr: 5.75e-04
2022-08-23 03:52:31,860 INFO [train.py:927] (2/8) Epoch 5, batch 21350, giga_loss[loss=0.2018, simple_loss=0.2731, pruned_loss=0.06522, over 12468.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02764, over 55.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2947, pruned_loss=0.07008, over 2473800.94 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05801, over 16005.65 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.315, pruned_loss=0.08508, over 2465646.66 frames. utt_duration=1228 frames, utt_pad_proportion=0.07082, over 8040.69 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.294, pruned_loss=0.06928, over 2474452.51 frames. utt_duration=586.3 frames, utt_pad_proportion=0.05806, over 16926.05 utterances.], batch size: 55, lr: 5.75e-04
2022-08-23 03:54:15,724 INFO [train.py:927] (2/8) Epoch 5, batch 21400, giga_loss[loss=0.1901, simple_loss=0.2735, pruned_loss=0.05331, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03506, over 105.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2915, pruned_loss=0.06869, over 2473458.90 frames. utt_duration=625.1 frames, utt_pad_proportion=0.05712, over 15864.68 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3149, pruned_loss=0.08489, over 2465720.52 frames. utt_duration=1231 frames, utt_pad_proportion=0.07009, over 8019.19 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2908, pruned_loss=0.06801, over 2474009.67 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05747, over 16722.77 utterances.], batch size: 105, lr: 5.75e-04
2022-08-23 03:55:57,151 INFO [train.py:927] (2/8) Epoch 5, batch 21450, giga_loss[loss=0.2155, simple_loss=0.2894, pruned_loss=0.07079, over 12344.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03296, over 51.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.29, pruned_loss=0.06825, over 2472658.25 frames. utt_duration=625 frames, utt_pad_proportion=0.05795, over 15862.33 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3155, pruned_loss=0.08512, over 2465716.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.06898, over 8006.94 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2884, pruned_loss=0.06721, over 2473226.65 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05856, over 16690.18 utterances.], batch size: 51, lr: 5.75e-04
2022-08-23 03:57:39,818 INFO [train.py:927] (2/8) Epoch 5, batch 21500, giga_loss[loss=0.2058, simple_loss=0.2825, pruned_loss=0.06458, over 12377.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02665, over 66.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2903, pruned_loss=0.06825, over 2472339.62 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05883, over 16019.38 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3155, pruned_loss=0.08513, over 2465850.57 frames. utt_duration=1237 frames, utt_pad_proportion=0.06823, over 7984.94 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2888, pruned_loss=0.0672, over 2472761.81 frames. utt_duration=590.7 frames, utt_pad_proportion=0.0595, over 16787.96 utterances.], batch size: 66, lr: 5.75e-04
2022-08-23 03:59:25,640 INFO [train.py:927] (2/8) Epoch 5, batch 21550, giga_loss[loss=0.3058, simple_loss=0.3662, pruned_loss=0.1227, over 12384.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0597, over 182.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.2969, pruned_loss=0.07235, over 2472526.16 frames. utt_duration=598 frames, utt_pad_proportion=0.0615, over 16581.38 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3163, pruned_loss=0.08536, over 2465654.85 frames. utt_duration=1239 frames, utt_pad_proportion=0.06763, over 7967.28 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2946, pruned_loss=0.07112, over 2473124.91 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06214, over 17319.36 utterances.], batch size: 182, lr: 5.75e-04
2022-08-23 04:01:05,083 INFO [train.py:927] (2/8) Epoch 5, batch 21600, giga_loss[loss=0.2334, simple_loss=0.322, pruned_loss=0.07238, over 12265.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3031, pruned_loss=0.07529, over 2473196.14 frames. utt_duration=581.5 frames, utt_pad_proportion=0.06417, over 17055.97 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3173, pruned_loss=0.08566, over 2466008.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.06684, over 7953.82 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3002, pruned_loss=0.07392, over 2473457.99 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06484, over 17763.28 utterances.], batch size: 54, lr: 5.75e-04
2022-08-23 04:02:47,298 INFO [train.py:927] (2/8) Epoch 5, batch 21650, giga_loss[loss=0.2344, simple_loss=0.3186, pruned_loss=0.07514, over 12333.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03407, over 58.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3091, pruned_loss=0.07756, over 2473949.49 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06314, over 17389.04 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3171, pruned_loss=0.08564, over 2465822.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.06634, over 7939.31 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3069, pruned_loss=0.07641, over 2474409.46 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06388, over 18047.26 utterances.], batch size: 58, lr: 5.74e-04
2022-08-23 04:04:28,467 INFO [train.py:927] (2/8) Epoch 5, batch 21700, giga_loss[loss=0.196, simple_loss=0.281, pruned_loss=0.05553, over 12260.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02821, over 54.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3116, pruned_loss=0.07835, over 2472796.02 frames. utt_duration=568.1 frames, utt_pad_proportion=0.05874, over 17457.24 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.317, pruned_loss=0.08562, over 2465554.11 frames. utt_duration=1249 frames, utt_pad_proportion=0.06456, over 7906.90 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3097, pruned_loss=0.07722, over 2473670.93 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06013, over 18333.59 utterances.], batch size: 54, lr: 5.74e-04
2022-08-23 04:06:11,794 INFO [train.py:927] (2/8) Epoch 5, batch 21750, giga_loss[loss=0.2168, simple_loss=0.3028, pruned_loss=0.06541, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03347, over 97.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3094, pruned_loss=0.07613, over 2473606.64 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06195, over 18483.27 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3172, pruned_loss=0.0857, over 2465687.34 frames. utt_duration=1248 frames, utt_pad_proportion=0.06438, over 7913.37 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3078, pruned_loss=0.07515, over 2474203.48 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06295, over 19212.90 utterances.], batch size: 97, lr: 5.74e-04
2022-08-23 04:07:57,135 INFO [train.py:927] (2/8) Epoch 5, batch 21800, giga_loss[loss=0.2345, simple_loss=0.3169, pruned_loss=0.07606, over 12458.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.0304, over 55.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3106, pruned_loss=0.07675, over 2473057.40 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06303, over 18588.75 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.317, pruned_loss=0.08551, over 2465380.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.06289, over 7859.18 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3092, pruned_loss=0.07585, over 2474059.52 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06428, over 19554.36 utterances.], batch size: 55, lr: 5.74e-04
2022-08-23 04:09:39,025 INFO [train.py:927] (2/8) Epoch 5, batch 21850, giga_loss[loss=0.2549, simple_loss=0.3224, pruned_loss=0.09372, over 12407.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0384, over 105.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07793, over 2473099.69 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06172, over 18169.67 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3166, pruned_loss=0.08515, over 2465166.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.06163, over 7841.23 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3115, pruned_loss=0.07728, over 2474326.53 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06328, over 19288.84 utterances.], batch size: 105, lr: 5.74e-04
2022-08-23 04:11:24,835 INFO [train.py:927] (2/8) Epoch 5, batch 21900, giga_loss[loss=0.2583, simple_loss=0.3315, pruned_loss=0.09257, over 12345.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02987, over 91.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.0796, over 2472886.83 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06135, over 18015.44 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.317, pruned_loss=0.08546, over 2465456.74 frames. utt_duration=1242 frames, utt_pad_proportion=0.06633, over 7949.02 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3132, pruned_loss=0.0787, over 2473748.42 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06097, over 18984.26 utterances.], batch size: 91, lr: 5.74e-04
2022-08-23 04:13:12,970 INFO [train.py:927] (2/8) Epoch 5, batch 21950, giga_loss[loss=0.2468, simple_loss=0.3359, pruned_loss=0.07879, over 12351.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03314, over 104.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08014, over 2472523.10 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05996, over 17262.55 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3165, pruned_loss=0.08519, over 2465498.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.0647, over 7923.14 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3141, pruned_loss=0.07948, over 2473418.45 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06024, over 18366.33 utterances.], batch size: 104, lr: 5.74e-04
2022-08-23 04:14:54,993 INFO [train.py:927] (2/8) Epoch 5, batch 22000, giga_loss[loss=0.242, simple_loss=0.3253, pruned_loss=0.07938, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3159, pruned_loss=0.07974, over 2472577.70 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05581, over 16520.01 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3166, pruned_loss=0.08531, over 2465661.47 frames. utt_duration=1248 frames, utt_pad_proportion=0.06393, over 7909.35 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3153, pruned_loss=0.07902, over 2473224.50 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05655, over 17531.26 utterances.], batch size: 133, lr: 5.74e-04
2022-08-23 04:16:40,057 INFO [train.py:927] (2/8) Epoch 5, batch 22050, giga_loss[loss=0.2224, simple_loss=0.308, pruned_loss=0.06839, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03744, over 28.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3156, pruned_loss=0.07922, over 2473314.17 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05671, over 16467.95 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3169, pruned_loss=0.08545, over 2465830.53 frames. utt_duration=1244 frames, utt_pad_proportion=0.06432, over 7941.22 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3149, pruned_loss=0.07849, over 2473742.86 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05706, over 17305.94 utterances.], batch size: 28, lr: 5.74e-04
2022-08-23 04:18:20,716 INFO [train.py:927] (2/8) Epoch 5, batch 22100, giga_loss[loss=0.2089, simple_loss=0.2893, pruned_loss=0.06424, over 12462.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0356, over 34.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07931, over 2474098.13 frames. utt_duration=620.8 frames, utt_pad_proportion=0.05377, over 15979.05 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3165, pruned_loss=0.08569, over 2466425.80 frames. utt_duration=1253 frames, utt_pad_proportion=0.06263, over 7885.83 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3143, pruned_loss=0.07825, over 2474167.98 frames. utt_duration=583.8 frames, utt_pad_proportion=0.0548, over 16995.09 utterances.], batch size: 34, lr: 5.73e-04
2022-08-23 04:20:03,224 INFO [train.py:927] (2/8) Epoch 5, batch 22150, giga_loss[loss=0.2101, simple_loss=0.2912, pruned_loss=0.0645, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0343, over 28.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3149, pruned_loss=0.07973, over 2474258.04 frames. utt_duration=630.4 frames, utt_pad_proportion=0.05609, over 15736.48 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.317, pruned_loss=0.08617, over 2466574.23 frames. utt_duration=1240 frames, utt_pad_proportion=0.06633, over 7965.95 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3142, pruned_loss=0.07839, over 2474248.62 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05498, over 16528.19 utterances.], batch size: 28, lr: 5.73e-04
2022-08-23 04:21:43,059 INFO [train.py:927] (2/8) Epoch 5, batch 22200, giga_loss[loss=0.2063, simple_loss=0.2925, pruned_loss=0.0601, over 12415.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03398, over 75.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.07897, over 2472940.33 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06328, over 15703.42 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3165, pruned_loss=0.08595, over 2467052.08 frames. utt_duration=1222 frames, utt_pad_proportion=0.0735, over 8084.23 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3139, pruned_loss=0.07784, over 2472773.05 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05878, over 16513.68 utterances.], batch size: 75, lr: 5.73e-04
2022-08-23 04:23:26,019 INFO [train.py:927] (2/8) Epoch 5, batch 22250, giga_loss[loss=0.2351, simple_loss=0.3111, pruned_loss=0.07949, over 12465.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02991, over 55.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3134, pruned_loss=0.07809, over 2473303.99 frames. utt_duration=664.4 frames, utt_pad_proportion=0.05789, over 14924.40 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.316, pruned_loss=0.08551, over 2466705.35 frames. utt_duration=1229 frames, utt_pad_proportion=0.07163, over 8039.82 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3135, pruned_loss=0.07736, over 2473683.06 frames. utt_duration=626 frames, utt_pad_proportion=0.05507, over 15843.51 utterances.], batch size: 55, lr: 5.73e-04
2022-08-23 04:25:05,348 INFO [train.py:927] (2/8) Epoch 5, batch 22300, giga_loss[loss=0.2024, simple_loss=0.2877, pruned_loss=0.05851, over 12351.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03271, over 51.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3103, pruned_loss=0.07658, over 2473290.06 frames. utt_duration=659.5 frames, utt_pad_proportion=0.06061, over 15034.64 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3163, pruned_loss=0.08544, over 2466637.67 frames. utt_duration=1232 frames, utt_pad_proportion=0.07085, over 8016.31 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3102, pruned_loss=0.07595, over 2473749.47 frames. utt_duration=624.6 frames, utt_pad_proportion=0.05855, over 15879.12 utterances.], batch size: 51, lr: 5.73e-04
2022-08-23 04:26:46,213 INFO [train.py:927] (2/8) Epoch 5, batch 22350, libri_loss[loss=0.2007, simple_loss=0.276, pruned_loss=0.0627, over 12215.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009537, over 29.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3092, pruned_loss=0.07649, over 2472733.31 frames. utt_duration=640.2 frames, utt_pad_proportion=0.06029, over 15485.08 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3161, pruned_loss=0.08546, over 2466150.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.0696, over 7982.11 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3091, pruned_loss=0.07577, over 2473735.13 frames. utt_duration=606 frames, utt_pad_proportion=0.05918, over 16367.55 utterances.], batch size: 29, lr: 5.73e-04
2022-08-23 04:28:27,190 INFO [train.py:927] (2/8) Epoch 5, batch 22400, giga_loss[loss=0.2071, simple_loss=0.2901, pruned_loss=0.06206, over 12384.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03038, over 58.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3077, pruned_loss=0.07605, over 2472547.80 frames. utt_duration=647.8 frames, utt_pad_proportion=0.05848, over 15302.60 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3163, pruned_loss=0.08567, over 2466133.78 frames. utt_duration=1225 frames, utt_pad_proportion=0.07228, over 8063.19 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3073, pruned_loss=0.075, over 2473572.25 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05631, over 16182.50 utterances.], batch size: 58, lr: 5.73e-04
2022-08-23 04:30:08,675 INFO [train.py:927] (2/8) Epoch 5, batch 22450, giga_loss[loss=0.2812, simple_loss=0.3428, pruned_loss=0.1098, over 12378.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.305, pruned_loss=0.07516, over 2473068.73 frames. utt_duration=636.9 frames, utt_pad_proportion=0.05832, over 15568.95 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3162, pruned_loss=0.08581, over 2466639.59 frames. utt_duration=1229 frames, utt_pad_proportion=0.07059, over 8038.72 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3044, pruned_loss=0.07392, over 2473607.62 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05719, over 16492.31 utterances.], batch size: 257, lr: 5.73e-04
2022-08-23 04:31:49,359 INFO [train.py:927] (2/8) Epoch 5, batch 22500, giga_loss[loss=0.2353, simple_loss=0.3207, pruned_loss=0.07497, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0528, over 161.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3027, pruned_loss=0.07377, over 2473309.54 frames. utt_duration=644.9 frames, utt_pad_proportion=0.05503, over 15377.37 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3159, pruned_loss=0.08559, over 2466768.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.06953, over 8031.73 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3019, pruned_loss=0.07248, over 2473898.59 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05452, over 16435.08 utterances.], batch size: 161, lr: 5.73e-04
2022-08-23 04:33:29,439 INFO [train.py:927] (2/8) Epoch 5, batch 22550, giga_loss[loss=0.1946, simple_loss=0.2733, pruned_loss=0.05798, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05003, over 34.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3023, pruned_loss=0.07334, over 2473587.11 frames. utt_duration=646.5 frames, utt_pad_proportion=0.05224, over 15340.46 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.3157, pruned_loss=0.08545, over 2466782.88 frames. utt_duration=1233 frames, utt_pad_proportion=0.0691, over 8009.47 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3018, pruned_loss=0.07235, over 2474107.78 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05213, over 16259.32 utterances.], batch size: 34, lr: 5.72e-04
2022-08-23 04:35:10,193 INFO [train.py:927] (2/8) Epoch 5, batch 22600, giga_loss[loss=0.2532, simple_loss=0.3382, pruned_loss=0.08408, over 12417.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06201, over 183.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3061, pruned_loss=0.07457, over 2473730.41 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06311, over 17678.51 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3164, pruned_loss=0.08553, over 2467018.88 frames. utt_duration=1233 frames, utt_pad_proportion=0.06832, over 8010.21 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3049, pruned_loss=0.0735, over 2474059.66 frames. utt_duration=535 frames, utt_pad_proportion=0.06275, over 18548.41 utterances.], batch size: 183, lr: 5.72e-04
2022-08-23 04:36:48,810 INFO [train.py:927] (2/8) Epoch 5, batch 22650, giga_loss[loss=0.2033, simple_loss=0.285, pruned_loss=0.06077, over 12447.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03102, over 80.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3047, pruned_loss=0.07308, over 2473589.20 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05738, over 17112.15 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3166, pruned_loss=0.08562, over 2467140.65 frames. utt_duration=1235 frames, utt_pad_proportion=0.06734, over 8001.07 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3034, pruned_loss=0.07193, over 2473861.21 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05767, over 17985.50 utterances.], batch size: 80, lr: 5.72e-04
2022-08-23 04:38:29,284 INFO [train.py:927] (2/8) Epoch 5, batch 22700, libri_loss[loss=0.2191, simple_loss=0.2958, pruned_loss=0.07121, over 12247.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.05237, over 27.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3059, pruned_loss=0.07373, over 2473540.97 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05763, over 17158.89 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3174, pruned_loss=0.08572, over 2467422.82 frames. utt_duration=1236 frames, utt_pad_proportion=0.06656, over 7997.94 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3038, pruned_loss=0.07242, over 2473641.16 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05807, over 18075.29 utterances.], batch size: 27, lr: 5.72e-04
2022-08-23 04:40:12,750 INFO [train.py:927] (2/8) Epoch 5, batch 22750, giga_loss[loss=0.2603, simple_loss=0.335, pruned_loss=0.09279, over 12371.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06676, over 210.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3073, pruned_loss=0.07445, over 2473390.57 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05962, over 17677.58 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.3169, pruned_loss=0.08558, over 2467242.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06566, over 7968.13 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3059, pruned_loss=0.07334, over 2473753.97 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06017, over 18606.19 utterances.], batch size: 210, lr: 5.72e-04
2022-08-23 04:41:52,918 INFO [train.py:927] (2/8) Epoch 5, batch 22800, giga_loss[loss=0.2353, simple_loss=0.3179, pruned_loss=0.07639, over 12354.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07479, over 2473117.60 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05525, over 16908.00 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3168, pruned_loss=0.08532, over 2466835.47 frames. utt_duration=1244 frames, utt_pad_proportion=0.06391, over 7943.52 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3074, pruned_loss=0.07365, over 2474085.33 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05652, over 18121.55 utterances.], batch size: 66, lr: 5.72e-04
2022-08-23 04:43:33,426 INFO [train.py:927] (2/8) Epoch 5, batch 22850, giga_loss[loss=0.2923, simple_loss=0.3522, pruned_loss=0.1162, over 12433.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05353, over 162.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3093, pruned_loss=0.07551, over 2472588.03 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05688, over 17137.06 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3164, pruned_loss=0.08523, over 2466656.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.06324, over 7917.48 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3084, pruned_loss=0.07455, over 2473587.61 frames. utt_duration=543.8 frames, utt_pad_proportion=0.05802, over 18243.91 utterances.], batch size: 162, lr: 5.72e-04
2022-08-23 04:45:16,535 INFO [train.py:927] (2/8) Epoch 5, batch 22900, giga_loss[loss=0.2157, simple_loss=0.2983, pruned_loss=0.06661, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02822, over 70.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.0755, over 2472979.42 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05582, over 16806.20 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3167, pruned_loss=0.08543, over 2466547.79 frames. utt_duration=1250 frames, utt_pad_proportion=0.06202, over 7902.74 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.308, pruned_loss=0.07433, over 2473992.68 frames. utt_duration=554.4 frames, utt_pad_proportion=0.0572, over 17898.36 utterances.], batch size: 70, lr: 5.72e-04
2022-08-23 04:46:58,171 INFO [train.py:927] (2/8) Epoch 5, batch 22950, giga_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07062, over 12406.00 frames. utt_duration=663 frames, utt_pad_proportion=0.03499, over 75.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3067, pruned_loss=0.07431, over 2473718.73 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05286, over 16935.02 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3168, pruned_loss=0.08551, over 2466860.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.06087, over 7879.05 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3055, pruned_loss=0.073, over 2474417.36 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05448, over 18081.66 utterances.], batch size: 75, lr: 5.72e-04
2022-08-23 04:48:39,216 INFO [train.py:927] (2/8) Epoch 5, batch 23000, giga_loss[loss=0.2218, simple_loss=0.313, pruned_loss=0.06528, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3072, pruned_loss=0.07392, over 2474310.88 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05605, over 17698.83 utterances.], libri_tot_loss[loss=0.2438, simple_loss=0.3166, pruned_loss=0.08547, over 2467106.98 frames. utt_duration=1250 frames, utt_pad_proportion=0.06068, over 7903.39 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.306, pruned_loss=0.07259, over 2474845.67 frames. utt_duration=526.9 frames, utt_pad_proportion=0.0571, over 18842.46 utterances.], batch size: 113, lr: 5.71e-04
2022-08-23 04:50:20,103 INFO [train.py:927] (2/8) Epoch 5, batch 23050, giga_loss[loss=0.1952, simple_loss=0.2851, pruned_loss=0.05261, over 12309.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.0297, over 74.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3083, pruned_loss=0.07414, over 2474231.77 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05343, over 17717.93 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3162, pruned_loss=0.08527, over 2467162.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.05915, over 7879.14 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3074, pruned_loss=0.07289, over 2474832.19 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05493, over 18968.60 utterances.], batch size: 74, lr: 5.71e-04
2022-08-23 04:52:00,161 INFO [train.py:927] (2/8) Epoch 5, batch 23100, giga_loss[loss=0.1887, simple_loss=0.2697, pruned_loss=0.05383, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3071, pruned_loss=0.07479, over 2474150.17 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05433, over 18054.63 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3159, pruned_loss=0.08516, over 2467154.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05873, over 7864.40 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.07381, over 2474693.57 frames. utt_duration=518.7 frames, utt_pad_proportion=0.05558, over 19139.59 utterances.], batch size: 54, lr: 5.71e-04
2022-08-23 04:53:44,639 INFO [train.py:927] (2/8) Epoch 5, batch 23150, giga_loss[loss=0.2251, simple_loss=0.3058, pruned_loss=0.07219, over 12410.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03769, over 105.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3051, pruned_loss=0.07468, over 2474146.31 frames. utt_duration=542.3 frames, utt_pad_proportion=0.0591, over 18300.86 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3164, pruned_loss=0.08522, over 2467084.43 frames. utt_duration=1254 frames, utt_pad_proportion=0.05878, over 7876.08 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3043, pruned_loss=0.07381, over 2474664.99 frames. utt_duration=517.5 frames, utt_pad_proportion=0.05984, over 19184.60 utterances.], batch size: 105, lr: 5.71e-04
2022-08-23 04:55:24,499 INFO [train.py:927] (2/8) Epoch 5, batch 23200, giga_loss[loss=0.2352, simple_loss=0.3147, pruned_loss=0.07784, over 12388.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03701, over 113.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3032, pruned_loss=0.07443, over 2474020.21 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06245, over 18112.35 utterances.], libri_tot_loss[loss=0.2441, simple_loss=0.317, pruned_loss=0.08559, over 2467077.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.06284, over 7945.54 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.07325, over 2474549.86 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06125, over 18892.82 utterances.], batch size: 113, lr: 5.71e-04
2022-08-23 04:57:03,524 INFO [train.py:927] (2/8) Epoch 5, batch 23250, libri_loss[loss=0.2364, simple_loss=0.2938, pruned_loss=0.08944, over 12215.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009618, over 29.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.298, pruned_loss=0.0724, over 2473273.98 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06321, over 17425.16 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3169, pruned_loss=0.08559, over 2466850.36 frames. utt_duration=1246 frames, utt_pad_proportion=0.06217, over 7926.44 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2967, pruned_loss=0.07129, over 2473973.66 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06248, over 18196.35 utterances.], batch size: 29, lr: 5.71e-04
2022-08-23 04:58:42,417 INFO [train.py:927] (2/8) Epoch 5, batch 23300, libri_loss[loss=0.2523, simple_loss=0.3239, pruned_loss=0.09029, over 12459.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005483, over 35.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.2987, pruned_loss=0.07231, over 2473948.85 frames. utt_duration=576.5 frames, utt_pad_proportion=0.0625, over 17209.91 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3172, pruned_loss=0.08559, over 2467171.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.06144, over 7912.63 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.2972, pruned_loss=0.07122, over 2474290.20 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06226, over 17963.41 utterances.], batch size: 35, lr: 5.71e-04
2022-08-23 05:00:25,464 INFO [train.py:927] (2/8) Epoch 5, batch 23350, giga_loss[loss=0.2371, simple_loss=0.3192, pruned_loss=0.07749, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02637, over 45.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07261, over 2473697.01 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06578, over 17796.08 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3173, pruned_loss=0.08562, over 2467048.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.06126, over 7918.07 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2997, pruned_loss=0.07168, over 2474093.69 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06555, over 18420.49 utterances.], batch size: 45, lr: 5.71e-04
2022-08-23 05:02:06,925 INFO [train.py:927] (2/8) Epoch 5, batch 23400, giga_loss[loss=0.2606, simple_loss=0.3201, pruned_loss=0.1005, over 12464.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.0345, over 86.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3044, pruned_loss=0.07461, over 2473825.04 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06177, over 17517.74 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3171, pruned_loss=0.08573, over 2467032.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.0606, over 7897.84 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3029, pruned_loss=0.07338, over 2474366.15 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06199, over 18335.82 utterances.], batch size: 86, lr: 5.71e-04
2022-08-23 05:03:54,231 INFO [train.py:927] (2/8) Epoch 5, batch 23450, giga_loss[loss=0.2924, simple_loss=0.3699, pruned_loss=0.1074, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03772, over 113.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.315, pruned_loss=0.08247, over 2474129.32 frames. utt_duration=563 frames, utt_pad_proportion=0.06004, over 17624.52 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3187, pruned_loss=0.0861, over 2467319.72 frames. utt_duration=1247 frames, utt_pad_proportion=0.06042, over 7922.78 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3122, pruned_loss=0.08105, over 2474415.51 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06037, over 18434.00 utterances.], batch size: 113, lr: 5.70e-04
2022-08-23 05:05:37,745 INFO [train.py:927] (2/8) Epoch 5, batch 23500, giga_loss[loss=0.2281, simple_loss=0.3101, pruned_loss=0.07305, over 12239.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03288, over 45.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3227, pruned_loss=0.08797, over 2473640.91 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06004, over 18570.34 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.319, pruned_loss=0.08634, over 2466913.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.06011, over 7925.63 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3203, pruned_loss=0.08661, over 2474399.63 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0604, over 19444.27 utterances.], batch size: 45, lr: 5.70e-04
2022-08-23 05:07:23,692 INFO [train.py:927] (2/8) Epoch 5, batch 23550, libri_loss[loss=0.2762, simple_loss=0.3436, pruned_loss=0.1044, over 12339.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01671, over 41.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3284, pruned_loss=0.09252, over 2473819.42 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05984, over 18502.10 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.319, pruned_loss=0.08645, over 2467196.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.05872, over 7901.28 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3266, pruned_loss=0.09145, over 2474364.19 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06063, over 19514.50 utterances.], batch size: 41, lr: 5.70e-04
2022-08-23 05:09:08,293 INFO [train.py:927] (2/8) Epoch 5, batch 23600, giga_loss[loss=0.2506, simple_loss=0.327, pruned_loss=0.08716, over 12287.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04795, over 26.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3332, pruned_loss=0.09668, over 2473579.08 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06027, over 18885.93 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3186, pruned_loss=0.08618, over 2466988.43 frames. utt_duration=1255 frames, utt_pad_proportion=0.05788, over 7875.43 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3324, pruned_loss=0.0962, over 2474288.72 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06116, over 19899.30 utterances.], batch size: 26, lr: 5.70e-04
2022-08-23 05:10:56,235 INFO [train.py:927] (2/8) Epoch 5, batch 23650, giga_loss[loss=0.2573, simple_loss=0.3278, pruned_loss=0.09343, over 12451.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03582, over 43.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3372, pruned_loss=0.1001, over 2473786.50 frames. utt_duration=526.7 frames, utt_pad_proportion=0.059, over 18841.79 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3185, pruned_loss=0.08613, over 2466969.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.05762, over 7871.42 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3368, pruned_loss=0.09993, over 2474449.87 frames. utt_duration=501.4 frames, utt_pad_proportion=0.05986, over 19797.99 utterances.], batch size: 43, lr: 5.70e-04
2022-08-23 05:12:48,367 INFO [train.py:927] (2/8) Epoch 5, batch 23700, giga_loss[loss=0.2998, simple_loss=0.3546, pruned_loss=0.1225, over 12352.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02975, over 91.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3431, pruned_loss=0.1061, over 2473349.31 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07439, over 21105.70 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3187, pruned_loss=0.08625, over 2466791.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05718, over 7860.73 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3428, pruned_loss=0.106, over 2474079.19 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07457, over 21961.97 utterances.], batch size: 91, lr: 5.70e-04
2022-08-23 05:14:34,676 INFO [train.py:927] (2/8) Epoch 5, batch 23750, giga_loss[loss=0.261, simple_loss=0.3298, pruned_loss=0.09613, over 12415.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04688, over 34.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3453, pruned_loss=0.1087, over 2473698.68 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07461, over 21710.42 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3188, pruned_loss=0.08632, over 2466943.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05697, over 7870.13 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3452, pruned_loss=0.1087, over 2474208.41 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07486, over 22495.39 utterances.], batch size: 34, lr: 5.70e-04
2022-08-23 05:16:18,436 INFO [train.py:927] (2/8) Epoch 5, batch 23800, giga_loss[loss=0.3356, simple_loss=0.3938, pruned_loss=0.1387, over 12398.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03701, over 105.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3471, pruned_loss=0.11, over 2473390.42 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08327, over 22599.10 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3192, pruned_loss=0.08685, over 2466918.25 frames. utt_duration=1233 frames, utt_pad_proportion=0.0651, over 8011.81 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.347, pruned_loss=0.1098, over 2473886.15 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08093, over 23276.11 utterances.], batch size: 105, lr: 5.70e-04
2022-08-23 05:18:03,582 INFO [train.py:927] (2/8) Epoch 5, batch 23850, giga_loss[loss=0.3022, simple_loss=0.3537, pruned_loss=0.1253, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07089, over 212.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3459, pruned_loss=0.109, over 2473742.26 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08408, over 22911.64 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3189, pruned_loss=0.08694, over 2466860.41 frames. utt_duration=1227 frames, utt_pad_proportion=0.06809, over 8049.41 utterances.], giga_tot_loss[loss=0.2832, simple_loss=0.3472, pruned_loss=0.1097, over 2474426.25 frames. utt_duration=414 frames, utt_pad_proportion=0.08153, over 23992.52 utterances.], batch size: 212, lr: 5.70e-04
2022-08-23 05:19:52,956 INFO [train.py:927] (2/8) Epoch 5, batch 23900, giga_loss[loss=0.2538, simple_loss=0.3251, pruned_loss=0.09125, over 12422.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05246, over 162.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3437, pruned_loss=0.1058, over 2473859.19 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08503, over 23124.52 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3189, pruned_loss=0.08686, over 2466798.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06679, over 8026.35 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3454, pruned_loss=0.1068, over 2474617.29 frames. utt_duration=408.2 frames, utt_pad_proportion=0.08348, over 24335.61 utterances.], batch size: 162, lr: 5.69e-04
2022-08-23 05:21:37,874 INFO [train.py:927] (2/8) Epoch 5, batch 23950, giga_loss[loss=0.2536, simple_loss=0.3332, pruned_loss=0.08701, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05196, over 161.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3393, pruned_loss=0.1018, over 2474119.07 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08072, over 22649.36 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.318, pruned_loss=0.08644, over 2466504.27 frames. utt_duration=1235 frames, utt_pad_proportion=0.06567, over 8000.19 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3421, pruned_loss=0.1036, over 2475242.68 frames. utt_duration=411.1 frames, utt_pad_proportion=0.0802, over 24170.87 utterances.], batch size: 161, lr: 5.69e-04
2022-08-23 05:23:20,040 INFO [train.py:927] (2/8) Epoch 5, batch 24000, giga_loss[loss=0.2573, simple_loss=0.3383, pruned_loss=0.08814, over 12337.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03118, over 70.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3374, pruned_loss=0.1006, over 2474343.35 frames. utt_duration=428.8 frames, utt_pad_proportion=0.08351, over 23160.65 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3183, pruned_loss=0.08665, over 2466634.87 frames. utt_duration=1221 frames, utt_pad_proportion=0.06859, over 8092.89 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.34, pruned_loss=0.1023, over 2475323.49 frames. utt_duration=402.8 frames, utt_pad_proportion=0.08223, over 24671.01 utterances.], batch size: 70, lr: 5.69e-04
2022-08-23 05:23:20,041 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 05:23:34,702 INFO [train.py:967] (2/8) Epoch 5, validation: loss=0.1896, simple_loss=0.2996, pruned_loss=0.03985, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 05:25:28,157 INFO [train.py:927] (2/8) Epoch 5, batch 24050, giga_loss[loss=0.246, simple_loss=0.3235, pruned_loss=0.08422, over 12161.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03239, over 36.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3369, pruned_loss=0.09971, over 2474329.68 frames. utt_duration=427.8 frames, utt_pad_proportion=0.08557, over 23217.05 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3186, pruned_loss=0.08648, over 2466728.28 frames. utt_duration=1225 frames, utt_pad_proportion=0.06761, over 8063.31 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3389, pruned_loss=0.1014, over 2475155.56 frames. utt_duration=402.1 frames, utt_pad_proportion=0.08486, over 24714.77 utterances.], batch size: 36, lr: 5.69e-04
2022-08-23 05:27:11,289 INFO [train.py:927] (2/8) Epoch 5, batch 24100, giga_loss[loss=0.2671, simple_loss=0.3402, pruned_loss=0.09695, over 12344.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04421, over 37.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3376, pruned_loss=0.09784, over 2474468.10 frames. utt_duration=442 frames, utt_pad_proportion=0.08307, over 22469.21 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.319, pruned_loss=0.08641, over 2467091.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.06649, over 8056.78 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3393, pruned_loss=0.09953, over 2474987.53 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0831, over 24002.33 utterances.], batch size: 37, lr: 5.69e-04
2022-08-23 05:28:56,949 INFO [train.py:927] (2/8) Epoch 5, batch 24150, giga_loss[loss=0.2626, simple_loss=0.3408, pruned_loss=0.09225, over 12371.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04212, over 133.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3371, pruned_loss=0.09753, over 2475059.46 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0813, over 22390.18 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3194, pruned_loss=0.08668, over 2467276.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06673, over 8081.09 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3383, pruned_loss=0.09873, over 2475371.31 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08141, over 23696.53 utterances.], batch size: 133, lr: 5.69e-04
2022-08-23 05:30:43,082 INFO [train.py:927] (2/8) Epoch 5, batch 24200, giga_loss[loss=0.272, simple_loss=0.3385, pruned_loss=0.1028, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3347, pruned_loss=0.09635, over 2474746.57 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07893, over 21840.05 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3194, pruned_loss=0.08681, over 2467375.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.06619, over 8073.30 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3358, pruned_loss=0.09726, over 2474969.03 frames. utt_duration=432 frames, utt_pad_proportion=0.07931, over 22993.12 utterances.], batch size: 97, lr: 5.69e-04
2022-08-23 05:32:32,270 INFO [train.py:927] (2/8) Epoch 5, batch 24250, giga_loss[loss=0.2668, simple_loss=0.3498, pruned_loss=0.09195, over 12379.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02806, over 70.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3334, pruned_loss=0.09464, over 2474539.37 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07898, over 20949.61 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3201, pruned_loss=0.0873, over 2467268.68 frames. utt_duration=1213 frames, utt_pad_proportion=0.06942, over 8149.23 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3338, pruned_loss=0.09504, over 2474895.91 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07831, over 21962.74 utterances.], batch size: 70, lr: 5.69e-04
2022-08-23 05:34:14,154 INFO [train.py:927] (2/8) Epoch 5, batch 24300, giga_loss[loss=0.3296, simple_loss=0.3685, pruned_loss=0.1453, over 12391.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3331, pruned_loss=0.09397, over 2475105.45 frames. utt_duration=481 frames, utt_pad_proportion=0.07571, over 20644.73 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3202, pruned_loss=0.08729, over 2467394.45 frames. utt_duration=1210 frames, utt_pad_proportion=0.06974, over 8168.77 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3334, pruned_loss=0.09435, over 2475342.20 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07519, over 21533.57 utterances.], batch size: 260, lr: 5.69e-04
2022-08-23 05:35:58,612 INFO [train.py:927] (2/8) Epoch 5, batch 24350, giga_loss[loss=0.2752, simple_loss=0.3404, pruned_loss=0.105, over 12132.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04225, over 33.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3297, pruned_loss=0.09202, over 2474606.76 frames. utt_duration=508.5 frames, utt_pad_proportion=0.0699, over 19519.75 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3192, pruned_loss=0.08677, over 2467512.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.06767, over 8083.94 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3314, pruned_loss=0.09302, over 2474988.21 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07053, over 20782.30 utterances.], batch size: 33, lr: 5.68e-04
2022-08-23 05:37:40,190 INFO [train.py:927] (2/8) Epoch 5, batch 24400, giga_loss[loss=0.2193, simple_loss=0.3031, pruned_loss=0.06777, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03251, over 75.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3269, pruned_loss=0.0909, over 2473967.74 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06795, over 18783.47 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3181, pruned_loss=0.08616, over 2467135.15 frames. utt_duration=1237 frames, utt_pad_proportion=0.06482, over 7988.39 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3298, pruned_loss=0.09256, over 2474966.47 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06968, over 20524.00 utterances.], batch size: 75, lr: 5.68e-04
2022-08-23 05:39:24,492 INFO [train.py:927] (2/8) Epoch 5, batch 24450, giga_loss[loss=0.3474, simple_loss=0.3903, pruned_loss=0.1522, over 12366.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09899, over 256.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3273, pruned_loss=0.09242, over 2474202.13 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07155, over 19720.88 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3181, pruned_loss=0.08621, over 2467099.11 frames. utt_duration=1241 frames, utt_pad_proportion=0.06331, over 7961.12 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.09385, over 2475223.18 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07313, over 21436.75 utterances.], batch size: 256, lr: 5.68e-04
2022-08-23 05:41:09,382 INFO [train.py:927] (2/8) Epoch 5, batch 24500, giga_loss[loss=0.2605, simple_loss=0.3343, pruned_loss=0.09334, over 12350.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03168, over 85.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3265, pruned_loss=0.09209, over 2474148.43 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07146, over 20081.99 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3178, pruned_loss=0.08592, over 2467088.84 frames. utt_duration=1245 frames, utt_pad_proportion=0.06262, over 7938.79 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3289, pruned_loss=0.09357, over 2475066.17 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07299, over 21617.18 utterances.], batch size: 85, lr: 5.68e-04
2022-08-23 05:42:53,149 INFO [train.py:927] (2/8) Epoch 5, batch 24550, libri_loss[loss=0.3732, simple_loss=0.5518, pruned_loss=0.09734, over 12305.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006894, over 36.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3291, pruned_loss=0.09288, over 2474185.06 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07316, over 21250.65 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3189, pruned_loss=0.08583, over 2467209.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.0617, over 7914.26 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.33, pruned_loss=0.09423, over 2474940.09 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07452, over 22716.26 utterances.], batch size: 36, lr: 5.68e-04
2022-08-23 05:44:35,754 INFO [train.py:927] (2/8) Epoch 5, batch 24600, giga_loss[loss=0.2381, simple_loss=0.3123, pruned_loss=0.08193, over 12486.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03738, over 26.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3296, pruned_loss=0.09222, over 2474683.82 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07167, over 20747.06 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3195, pruned_loss=0.08583, over 2467309.97 frames. utt_duration=1253 frames, utt_pad_proportion=0.06052, over 7886.81 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3302, pruned_loss=0.09352, over 2475411.61 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07331, over 22348.09 utterances.], batch size: 26, lr: 5.68e-04
2022-08-23 05:46:23,347 INFO [train.py:927] (2/8) Epoch 5, batch 24650, giga_loss[loss=0.2577, simple_loss=0.3278, pruned_loss=0.09377, over 12371.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02824, over 66.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3308, pruned_loss=0.09317, over 2475346.68 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06727, over 20430.75 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3196, pruned_loss=0.08597, over 2467525.48 frames. utt_duration=1238 frames, utt_pad_proportion=0.06496, over 7979.38 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3314, pruned_loss=0.09419, over 2475856.96 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06761, over 21843.37 utterances.], batch size: 66, lr: 5.68e-04
2022-08-23 05:48:07,777 INFO [train.py:927] (2/8) Epoch 5, batch 24700, giga_loss[loss=0.2088, simple_loss=0.2903, pruned_loss=0.0637, over 12395.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04386, over 26.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3325, pruned_loss=0.09599, over 2475557.71 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07158, over 21212.53 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3195, pruned_loss=0.08607, over 2467790.88 frames. utt_duration=1241 frames, utt_pad_proportion=0.06423, over 7966.71 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3332, pruned_loss=0.09684, over 2475833.43 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07187, over 22516.15 utterances.], batch size: 26, lr: 5.68e-04
2022-08-23 05:49:51,808 INFO [train.py:927] (2/8) Epoch 5, batch 24750, giga_loss[loss=0.2432, simple_loss=0.3212, pruned_loss=0.08263, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03931, over 105.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3304, pruned_loss=0.09479, over 2475029.85 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06796, over 20386.37 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.319, pruned_loss=0.08588, over 2467509.42 frames. utt_duration=1242 frames, utt_pad_proportion=0.06331, over 7955.21 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3317, pruned_loss=0.09594, over 2475700.70 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06878, over 21844.88 utterances.], batch size: 105, lr: 5.68e-04
2022-08-23 05:51:32,057 INFO [train.py:927] (2/8) Epoch 5, batch 24800, giga_loss[loss=0.2542, simple_loss=0.3231, pruned_loss=0.0926, over 12441.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03791, over 123.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3295, pruned_loss=0.09368, over 2475248.53 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06661, over 20023.58 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3186, pruned_loss=0.08578, over 2467820.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.06161, over 7921.33 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3314, pruned_loss=0.09501, over 2475786.43 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06792, over 21654.13 utterances.], batch size: 123, lr: 5.67e-04
2022-08-23 05:53:20,919 INFO [train.py:927] (2/8) Epoch 5, batch 24850, giga_loss[loss=0.2634, simple_loss=0.3141, pruned_loss=0.1064, over 12361.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1951, over 365.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3288, pruned_loss=0.09337, over 2475530.31 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06816, over 20766.65 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3191, pruned_loss=0.08581, over 2467906.13 frames. utt_duration=1245 frames, utt_pad_proportion=0.06123, over 7940.38 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3299, pruned_loss=0.0945, over 2475981.52 frames. utt_duration=447.6 frames, utt_pad_proportion=0.06922, over 22199.34 utterances.], batch size: 365, lr: 5.67e-04
2022-08-23 05:55:05,741 INFO [train.py:927] (2/8) Epoch 5, batch 24900, giga_loss[loss=0.2476, simple_loss=0.3232, pruned_loss=0.08597, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03946, over 30.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3288, pruned_loss=0.09422, over 2475498.82 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07277, over 21551.33 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08591, over 2468021.60 frames. utt_duration=1245 frames, utt_pad_proportion=0.06098, over 7939.68 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3293, pruned_loss=0.09504, over 2475776.40 frames. utt_duration=437 frames, utt_pad_proportion=0.07346, over 22740.18 utterances.], batch size: 30, lr: 5.67e-04
2022-08-23 05:56:52,248 INFO [train.py:927] (2/8) Epoch 5, batch 24950, giga_loss[loss=0.2583, simple_loss=0.3369, pruned_loss=0.08989, over 12285.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0272, over 45.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3316, pruned_loss=0.09478, over 2475188.26 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07021, over 20622.64 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3193, pruned_loss=0.08574, over 2468139.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.05919, over 7911.13 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3328, pruned_loss=0.09601, over 2475634.08 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07169, over 22217.88 utterances.], batch size: 45, lr: 5.67e-04
2022-08-23 05:58:35,345 INFO [train.py:927] (2/8) Epoch 5, batch 25000, giga_loss[loss=0.2625, simple_loss=0.3339, pruned_loss=0.09552, over 12355.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03229, over 58.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3343, pruned_loss=0.09553, over 2474479.48 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07367, over 21107.12 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3195, pruned_loss=0.08585, over 2467842.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.0588, over 7911.38 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3353, pruned_loss=0.09654, over 2475186.48 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07477, over 22536.25 utterances.], batch size: 58, lr: 5.67e-04
2022-08-23 06:00:19,924 INFO [train.py:927] (2/8) Epoch 5, batch 25050, giga_loss[loss=0.2932, simple_loss=0.3544, pruned_loss=0.116, over 12454.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03716, over 123.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3352, pruned_loss=0.09636, over 2474961.48 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06897, over 20878.32 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3189, pruned_loss=0.08554, over 2467694.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05836, over 7881.86 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3366, pruned_loss=0.09755, over 2475726.59 frames. utt_duration=447.5 frames, utt_pad_proportion=0.0703, over 22199.20 utterances.], batch size: 123, lr: 5.67e-04
2022-08-23 06:02:05,116 INFO [train.py:927] (2/8) Epoch 5, batch 25100, giga_loss[loss=0.3397, simple_loss=0.3798, pruned_loss=0.1498, over 12375.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3343, pruned_loss=0.09676, over 2475592.54 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07183, over 21267.81 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.319, pruned_loss=0.08557, over 2467720.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.0568, over 7851.39 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3359, pruned_loss=0.09807, over 2476414.48 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07335, over 22781.91 utterances.], batch size: 257, lr: 5.67e-04
2022-08-23 06:03:54,042 INFO [train.py:927] (2/8) Epoch 5, batch 25150, giga_loss[loss=0.202, simple_loss=0.2886, pruned_loss=0.05772, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02901, over 74.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.333, pruned_loss=0.09742, over 2475619.93 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07479, over 21666.22 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3186, pruned_loss=0.08536, over 2467400.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05577, over 7828.13 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3351, pruned_loss=0.09902, over 2476814.97 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07626, over 23331.47 utterances.], batch size: 74, lr: 5.67e-04
2022-08-23 06:05:37,038 INFO [train.py:927] (2/8) Epoch 5, batch 25200, giga_loss[loss=0.2003, simple_loss=0.2879, pruned_loss=0.05635, over 12341.00 frames. utt_duration=668.4 frames, utt_pad_proportion=0.02703, over 74.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.332, pruned_loss=0.0976, over 2475233.00 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08262, over 22239.60 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3182, pruned_loss=0.08516, over 2467285.19 frames. utt_duration=1263 frames, utt_pad_proportion=0.05503, over 7825.56 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3343, pruned_loss=0.09935, over 2476471.40 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08371, over 23906.89 utterances.], batch size: 74, lr: 5.67e-04
2022-08-23 06:07:20,239 INFO [train.py:927] (2/8) Epoch 5, batch 25250, giga_loss[loss=0.2406, simple_loss=0.3102, pruned_loss=0.08548, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03555, over 37.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3305, pruned_loss=0.09701, over 2474727.64 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07952, over 22004.57 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3183, pruned_loss=0.0852, over 2467084.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05461, over 7831.87 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3325, pruned_loss=0.09858, over 2476039.51 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08089, over 23584.45 utterances.], batch size: 37, lr: 5.66e-04
2022-08-23 06:09:02,197 INFO [train.py:927] (2/8) Epoch 5, batch 25300, giga_loss[loss=0.343, simple_loss=0.384, pruned_loss=0.151, over 12373.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05968, over 182.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3322, pruned_loss=0.09727, over 2475487.66 frames. utt_duration=448 frames, utt_pad_proportion=0.07715, over 22176.01 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3186, pruned_loss=0.08534, over 2467216.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05439, over 7837.37 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3338, pruned_loss=0.09864, over 2476570.58 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07861, over 23735.24 utterances.], batch size: 182, lr: 5.66e-04
2022-08-23 06:10:49,071 INFO [train.py:927] (2/8) Epoch 5, batch 25350, giga_loss[loss=0.238, simple_loss=0.3269, pruned_loss=0.07456, over 12423.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.03472, over 31.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3333, pruned_loss=0.0981, over 2475224.08 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07263, over 21989.68 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3185, pruned_loss=0.0853, over 2467202.68 frames. utt_duration=1260 frames, utt_pad_proportion=0.05426, over 7844.02 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3347, pruned_loss=0.0993, over 2476153.90 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07415, over 23325.73 utterances.], batch size: 31, lr: 5.66e-04
2022-08-23 06:12:31,700 INFO [train.py:927] (2/8) Epoch 5, batch 25400, giga_loss[loss=0.2071, simple_loss=0.3057, pruned_loss=0.05428, over 12471.00 frames. utt_duration=713.9 frames, utt_pad_proportion=0.02069, over 70.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3331, pruned_loss=0.09516, over 2475075.61 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07065, over 20870.70 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3184, pruned_loss=0.08534, over 2467526.22 frames. utt_duration=1251 frames, utt_pad_proportion=0.05721, over 7899.44 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3347, pruned_loss=0.0964, over 2475743.70 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07136, over 22251.15 utterances.], batch size: 70, lr: 5.66e-04
2022-08-23 06:14:16,560 INFO [train.py:927] (2/8) Epoch 5, batch 25450, giga_loss[loss=0.2896, simple_loss=0.3556, pruned_loss=0.1118, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04199, over 113.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3356, pruned_loss=0.09638, over 2474405.50 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06902, over 20654.39 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3184, pruned_loss=0.08537, over 2467563.84 frames. utt_duration=1252 frames, utt_pad_proportion=0.05647, over 7892.53 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3372, pruned_loss=0.09752, over 2475029.14 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07, over 21992.26 utterances.], batch size: 113, lr: 5.66e-04
2022-08-23 06:16:00,490 INFO [train.py:927] (2/8) Epoch 5, batch 25500, giga_loss[loss=0.3485, simple_loss=0.3832, pruned_loss=0.1569, over 12374.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3368, pruned_loss=0.09771, over 2473507.66 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07237, over 20550.96 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3187, pruned_loss=0.08542, over 2467355.36 frames. utt_duration=1253 frames, utt_pad_proportion=0.05552, over 7884.23 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3382, pruned_loss=0.09885, over 2474337.04 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07338, over 21904.59 utterances.], batch size: 258, lr: 5.66e-04
2022-08-23 06:17:44,568 INFO [train.py:927] (2/8) Epoch 5, batch 25550, giga_loss[loss=0.3216, simple_loss=0.3698, pruned_loss=0.1367, over 12413.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06848, over 212.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3363, pruned_loss=0.09687, over 2474097.78 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06938, over 20675.70 utterances.], libri_tot_loss[loss=0.2446, simple_loss=0.3186, pruned_loss=0.08532, over 2467333.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05471, over 7860.70 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3378, pruned_loss=0.09809, over 2474912.98 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07069, over 22006.24 utterances.], batch size: 212, lr: 5.66e-04
2022-08-23 06:19:27,892 INFO [train.py:927] (2/8) Epoch 5, batch 25600, giga_loss[loss=0.2523, simple_loss=0.3242, pruned_loss=0.09022, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03874, over 37.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3379, pruned_loss=0.09547, over 2474611.90 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06655, over 20301.06 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3195, pruned_loss=0.08546, over 2467210.88 frames. utt_duration=1258 frames, utt_pad_proportion=0.05452, over 7852.40 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3383, pruned_loss=0.09634, over 2475399.90 frames. utt_duration=464 frames, utt_pad_proportion=0.06782, over 21409.54 utterances.], batch size: 37, lr: 5.66e-04
2022-08-23 06:21:14,863 INFO [train.py:927] (2/8) Epoch 5, batch 25650, giga_loss[loss=0.2731, simple_loss=0.338, pruned_loss=0.1041, over 12399.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3383, pruned_loss=0.09659, over 2474155.80 frames. utt_duration=477 frames, utt_pad_proportion=0.06903, over 20810.62 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3193, pruned_loss=0.08529, over 2466996.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05396, over 7828.70 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3391, pruned_loss=0.09759, over 2475075.45 frames. utt_duration=454 frames, utt_pad_proportion=0.07015, over 21879.60 utterances.], batch size: 183, lr: 5.66e-04
2022-08-23 06:23:01,205 INFO [train.py:927] (2/8) Epoch 5, batch 25700, giga_loss[loss=0.251, simple_loss=0.3252, pruned_loss=0.08834, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3355, pruned_loss=0.0959, over 2473627.54 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07141, over 20717.35 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3189, pruned_loss=0.0853, over 2466741.25 frames. utt_duration=1266 frames, utt_pad_proportion=0.05353, over 7804.35 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3367, pruned_loss=0.09683, over 2474682.33 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07242, over 21761.73 utterances.], batch size: 91, lr: 5.66e-04
2022-08-23 06:24:46,771 INFO [train.py:927] (2/8) Epoch 5, batch 25750, giga_loss[loss=0.3403, simple_loss=0.381, pruned_loss=0.1498, over 12357.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07579, over 212.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3334, pruned_loss=0.09573, over 2473694.72 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07563, over 21413.96 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.319, pruned_loss=0.08547, over 2466707.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.05766, over 7871.51 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3345, pruned_loss=0.09647, over 2474643.28 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07521, over 22356.19 utterances.], batch size: 212, lr: 5.65e-04
2022-08-23 06:26:30,506 INFO [train.py:927] (2/8) Epoch 5, batch 25800, giga_loss[loss=0.2387, simple_loss=0.319, pruned_loss=0.07915, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03102, over 80.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3312, pruned_loss=0.09446, over 2473926.54 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07219, over 21200.55 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3191, pruned_loss=0.08548, over 2466921.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.0576, over 7880.22 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3323, pruned_loss=0.09519, over 2474616.59 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0721, over 22187.52 utterances.], batch size: 80, lr: 5.65e-04
2022-08-23 06:28:10,607 INFO [train.py:927] (2/8) Epoch 5, batch 25850, giga_loss[loss=0.2309, simple_loss=0.3136, pruned_loss=0.07408, over 12418.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03865, over 133.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3275, pruned_loss=0.0913, over 2473238.65 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07081, over 20855.59 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3185, pruned_loss=0.08526, over 2466529.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.06111, over 7915.07 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3292, pruned_loss=0.09229, over 2474379.10 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06972, over 22044.05 utterances.], batch size: 133, lr: 5.65e-04
2022-08-23 06:30:00,913 INFO [train.py:927] (2/8) Epoch 5, batch 25900, giga_loss[loss=0.2465, simple_loss=0.3162, pruned_loss=0.08841, over 12462.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03678, over 123.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3265, pruned_loss=0.09135, over 2473919.33 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07747, over 21625.03 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3184, pruned_loss=0.08525, over 2466165.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.06007, over 7902.26 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3281, pruned_loss=0.09229, over 2475311.56 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07676, over 22882.45 utterances.], batch size: 123, lr: 5.65e-04
2022-08-23 06:31:44,350 INFO [train.py:927] (2/8) Epoch 5, batch 25950, libri_loss[loss=0.2349, simple_loss=0.3046, pruned_loss=0.08258, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005218, over 32.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3251, pruned_loss=0.09102, over 2473866.18 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07421, over 20834.69 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3183, pruned_loss=0.08519, over 2466088.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.06047, over 7932.92 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3267, pruned_loss=0.09197, over 2475214.65 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07383, over 22113.48 utterances.], batch size: 32, lr: 5.65e-04
2022-08-23 06:33:26,846 INFO [train.py:927] (2/8) Epoch 5, batch 26000, giga_loss[loss=0.2575, simple_loss=0.3294, pruned_loss=0.09283, over 12408.00 frames. utt_duration=578.6 frames, utt_pad_proportion=0.0373, over 86.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3275, pruned_loss=0.09164, over 2473763.02 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07368, over 20439.79 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.319, pruned_loss=0.08535, over 2466135.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06316, over 7973.74 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3284, pruned_loss=0.09244, over 2475056.29 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07262, over 21789.59 utterances.], batch size: 86, lr: 5.65e-04
2022-08-23 06:35:12,478 INFO [train.py:927] (2/8) Epoch 5, batch 26050, giga_loss[loss=0.2498, simple_loss=0.3217, pruned_loss=0.08894, over 12366.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3291, pruned_loss=0.09262, over 2474270.94 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07388, over 20572.02 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08571, over 2466188.78 frames. utt_duration=1240 frames, utt_pad_proportion=0.06265, over 7967.03 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3287, pruned_loss=0.09298, over 2475311.85 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07324, over 21758.94 utterances.], batch size: 97, lr: 5.65e-04
2022-08-23 06:36:55,461 INFO [train.py:927] (2/8) Epoch 5, batch 26100, giga_loss[loss=0.2468, simple_loss=0.3339, pruned_loss=0.07989, over 12432.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03288, over 75.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3299, pruned_loss=0.09279, over 2473782.59 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06808, over 19687.85 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08583, over 2466270.22 frames. utt_duration=1245 frames, utt_pad_proportion=0.06088, over 7931.12 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3296, pruned_loss=0.09322, over 2474854.95 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06858, over 21114.64 utterances.], batch size: 75, lr: 5.65e-04
2022-08-23 06:38:42,427 INFO [train.py:927] (2/8) Epoch 5, batch 26150, giga_loss[loss=0.3249, simple_loss=0.3761, pruned_loss=0.1369, over 12430.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04491, over 134.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3319, pruned_loss=0.09429, over 2474405.50 frames. utt_duration=491.6 frames, utt_pad_proportion=0.0682, over 20193.64 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3208, pruned_loss=0.08569, over 2466375.27 frames. utt_duration=1248 frames, utt_pad_proportion=0.05997, over 7911.58 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3317, pruned_loss=0.09492, over 2475319.51 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06894, over 21574.12 utterances.], batch size: 134, lr: 5.65e-04
2022-08-23 06:40:30,795 INFO [train.py:927] (2/8) Epoch 5, batch 26200, giga_loss[loss=0.263, simple_loss=0.3365, pruned_loss=0.09472, over 12367.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3341, pruned_loss=0.09544, over 2474631.31 frames. utt_duration=466 frames, utt_pad_proportion=0.07317, over 21306.03 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3209, pruned_loss=0.08594, over 2466531.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06413, over 7984.60 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3339, pruned_loss=0.09584, over 2475323.21 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07223, over 22501.66 utterances.], batch size: 257, lr: 5.64e-04
2022-08-23 06:42:12,688 INFO [train.py:927] (2/8) Epoch 5, batch 26250, giga_loss[loss=0.2524, simple_loss=0.3278, pruned_loss=0.08848, over 12410.00 frames. utt_duration=585.3 frames, utt_pad_proportion=0.02613, over 85.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3336, pruned_loss=0.09483, over 2474799.29 frames. utt_duration=471 frames, utt_pad_proportion=0.07033, over 21080.93 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3211, pruned_loss=0.08614, over 2466672.12 frames. utt_duration=1226 frames, utt_pad_proportion=0.0675, over 8057.72 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3336, pruned_loss=0.09517, over 2475418.08 frames. utt_duration=446.2 frames, utt_pad_proportion=0.06861, over 22265.19 utterances.], batch size: 85, lr: 5.64e-04
2022-08-23 06:43:59,922 INFO [train.py:927] (2/8) Epoch 5, batch 26300, giga_loss[loss=0.2486, simple_loss=0.3183, pruned_loss=0.08942, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03909, over 28.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3317, pruned_loss=0.09436, over 2474731.13 frames. utt_duration=467 frames, utt_pad_proportion=0.07199, over 21261.61 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.3208, pruned_loss=0.08597, over 2466766.59 frames. utt_duration=1229 frames, utt_pad_proportion=0.06703, over 8041.17 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3321, pruned_loss=0.09488, over 2475201.64 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07076, over 22334.66 utterances.], batch size: 28, lr: 5.64e-04
2022-08-23 06:45:47,161 INFO [train.py:927] (2/8) Epoch 5, batch 26350, giga_loss[loss=0.2738, simple_loss=0.3397, pruned_loss=0.1039, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3298, pruned_loss=0.09343, over 2474949.08 frames. utt_duration=466 frames, utt_pad_proportion=0.07067, over 21311.06 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3208, pruned_loss=0.08603, over 2466896.76 frames. utt_duration=1229 frames, utt_pad_proportion=0.06675, over 8037.96 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3301, pruned_loss=0.09382, over 2475237.18 frames. utt_duration=447.2 frames, utt_pad_proportion=0.06984, over 22210.07 utterances.], batch size: 162, lr: 5.64e-04
2022-08-23 06:47:31,141 INFO [train.py:927] (2/8) Epoch 5, batch 26400, giga_loss[loss=0.2641, simple_loss=0.3362, pruned_loss=0.09599, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03714, over 123.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3309, pruned_loss=0.09502, over 2474332.02 frames. utt_duration=452.3 frames, utt_pad_proportion=0.0746, over 21953.25 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.0862, over 2466554.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.07002, over 8085.61 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3308, pruned_loss=0.09533, over 2475004.31 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07285, over 22871.59 utterances.], batch size: 123, lr: 5.64e-04
2022-08-23 06:49:14,384 INFO [train.py:927] (2/8) Epoch 5, batch 26450, giga_loss[loss=0.2349, simple_loss=0.3165, pruned_loss=0.07663, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03032, over 75.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3316, pruned_loss=0.09554, over 2474143.58 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07055, over 21418.79 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3207, pruned_loss=0.0858, over 2466265.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.06907, over 8033.96 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3325, pruned_loss=0.09638, over 2475119.38 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06961, over 22515.66 utterances.], batch size: 75, lr: 5.64e-04
2022-08-23 06:50:56,081 INFO [train.py:927] (2/8) Epoch 5, batch 26500, libri_loss[loss=0.2278, simple_loss=0.3094, pruned_loss=0.07309, over 12444.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.007093, over 39.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.331, pruned_loss=0.09561, over 2474018.65 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07041, over 20968.29 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3204, pruned_loss=0.08567, over 2466231.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06776, over 8048.24 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3324, pruned_loss=0.09675, over 2475116.35 frames. utt_duration=445 frames, utt_pad_proportion=0.07015, over 22322.47 utterances.], batch size: 39, lr: 5.64e-04
2022-08-23 06:52:39,343 INFO [train.py:927] (2/8) Epoch 5, batch 26550, giga_loss[loss=0.2766, simple_loss=0.339, pruned_loss=0.107, over 12372.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06006, over 182.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09534, over 2473251.21 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07475, over 20826.39 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3202, pruned_loss=0.08568, over 2466003.48 frames. utt_duration=1220 frames, utt_pad_proportion=0.07096, over 8097.11 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3322, pruned_loss=0.09641, over 2474459.76 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07328, over 22083.89 utterances.], batch size: 182, lr: 5.64e-04
2022-08-23 06:54:20,602 INFO [train.py:927] (2/8) Epoch 5, batch 26600, giga_loss[loss=0.2563, simple_loss=0.335, pruned_loss=0.08877, over 12323.00 frames. utt_duration=667.7 frames, utt_pad_proportion=0.02811, over 74.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3326, pruned_loss=0.09674, over 2473313.47 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08957, over 21348.57 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08701, over 2466594.84 frames. utt_duration=1152 frames, utt_pad_proportion=0.0926, over 8578.54 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3327, pruned_loss=0.0968, over 2474034.60 frames. utt_duration=442 frames, utt_pad_proportion=0.08011, over 22463.55 utterances.], batch size: 74, lr: 5.64e-04
2022-08-23 06:54:38,821 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-23 06:57:06,169 INFO [train.py:927] (2/8) Epoch 6, batch 50, giga_loss[loss=0.2424, simple_loss=0.3266, pruned_loss=0.07911, over 12442.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03202, over 75.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.327, pruned_loss=0.07905, over 548766.97 frames. utt_duration=574.2 frames, utt_pad_proportion=0.0765, over 3832.65 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3171, pruned_loss=0.07099, over 85234.38 frames. utt_duration=1106 frames, utt_pad_proportion=0.1336, over 308.66 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3287, pruned_loss=0.08028, over 480065.31 frames. utt_duration=536 frames, utt_pad_proportion=0.07132, over 3592.68 utterances.], batch size: 75, lr: 5.53e-04
2022-08-23 06:58:46,803 INFO [train.py:927] (2/8) Epoch 6, batch 100, giga_loss[loss=0.2292, simple_loss=0.2996, pruned_loss=0.07937, over 12384.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05878, over 182.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3079, pruned_loss=0.0701, over 975323.50 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06775, over 6730.70 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3087, pruned_loss=0.06852, over 213014.02 frames. utt_duration=1130 frames, utt_pad_proportion=0.1125, over 755.23 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3085, pruned_loss=0.07072, over 834259.97 frames. utt_duration=525.9 frames, utt_pad_proportion=0.0631, over 6364.20 utterances.], batch size: 182, lr: 5.53e-04
2022-08-23 07:00:31,674 INFO [train.py:927] (2/8) Epoch 6, batch 150, giga_loss[loss=0.1473, simple_loss=0.2255, pruned_loss=0.03456, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04504, over 26.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2906, pruned_loss=0.06293, over 1307247.07 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06642, over 9040.39 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3056, pruned_loss=0.06757, over 235397.94 frames. utt_duration=1166 frames, utt_pad_proportion=0.1046, over 808.56 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2896, pruned_loss=0.06269, over 1184760.00 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06414, over 8776.17 utterances.], batch size: 26, lr: 5.53e-04
2022-08-23 07:02:15,925 INFO [train.py:927] (2/8) Epoch 6, batch 200, giga_loss[loss=0.1618, simple_loss=0.2364, pruned_loss=0.04363, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0352, over 37.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2784, pruned_loss=0.05858, over 1566106.77 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06317, over 10967.92 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3067, pruned_loss=0.06776, over 257432.90 frames. utt_duration=1166 frames, utt_pad_proportion=0.09888, over 884.33 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2764, pruned_loss=0.058, over 1460910.43 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06179, over 10770.40 utterances.], batch size: 37, lr: 5.53e-04
2022-08-23 07:03:58,382 INFO [train.py:927] (2/8) Epoch 6, batch 250, giga_loss[loss=0.1736, simple_loss=0.2594, pruned_loss=0.04396, over 12292.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.02574, over 54.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2738, pruned_loss=0.05673, over 1767641.94 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06582, over 13084.40 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3113, pruned_loss=0.06799, over 290547.78 frames. utt_duration=1193 frames, utt_pad_proportion=0.08915, over 975.62 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2708, pruned_loss=0.05598, over 1673792.28 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06542, over 13010.89 utterances.], batch size: 54, lr: 5.53e-04
2022-08-23 07:05:41,577 INFO [train.py:927] (2/8) Epoch 6, batch 300, giga_loss[loss=0.152, simple_loss=0.2324, pruned_loss=0.03578, over 12342.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.034, over 62.00 utterances.], tot_loss[loss=0.1898, simple_loss=0.2699, pruned_loss=0.05481, over 1923858.78 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06027, over 13399.39 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3078, pruned_loss=0.0675, over 365793.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.07634, over 1201.98 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2666, pruned_loss=0.05377, over 1828613.33 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06056, over 13515.79 utterances.], batch size: 62, lr: 5.52e-04
2022-08-23 07:07:24,509 INFO [train.py:927] (2/8) Epoch 6, batch 350, giga_loss[loss=0.1787, simple_loss=0.2426, pruned_loss=0.05744, over 12373.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1899, over 363.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2658, pruned_loss=0.05297, over 2046330.81 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06046, over 14698.92 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3068, pruned_loss=0.0676, over 376250.08 frames. utt_duration=1231 frames, utt_pad_proportion=0.07483, over 1223.97 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2631, pruned_loss=0.05207, over 1969742.11 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06075, over 14820.50 utterances.], batch size: 363, lr: 5.52e-04
2022-08-23 07:09:05,033 INFO [train.py:927] (2/8) Epoch 6, batch 400, giga_loss[loss=0.1323, simple_loss=0.2133, pruned_loss=0.02564, over 12353.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.02913, over 58.00 utterances.], tot_loss[loss=0.182, simple_loss=0.2616, pruned_loss=0.05116, over 2140313.03 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05812, over 15594.25 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3048, pruned_loss=0.06679, over 407119.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.06995, over 1298.24 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2591, pruned_loss=0.05032, over 2075174.16 frames. utt_duration=526.1 frames, utt_pad_proportion=0.05864, over 15822.88 utterances.], batch size: 58, lr: 5.52e-04
2022-08-23 07:10:47,404 INFO [train.py:927] (2/8) Epoch 6, batch 450, giga_loss[loss=0.208, simple_loss=0.2885, pruned_loss=0.06374, over 12397.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04022, over 133.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.259, pruned_loss=0.04993, over 2214457.25 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05682, over 16308.14 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3055, pruned_loss=0.06643, over 447922.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.06389, over 1409.40 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.256, pruned_loss=0.04897, over 2157693.73 frames. utt_duration=519.7 frames, utt_pad_proportion=0.05761, over 16656.11 utterances.], batch size: 133, lr: 5.52e-04
2022-08-23 07:12:26,615 INFO [train.py:927] (2/8) Epoch 6, batch 500, giga_loss[loss=0.2238, simple_loss=0.3028, pruned_loss=0.07238, over 12477.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04201, over 34.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2694, pruned_loss=0.0554, over 2272298.05 frames. utt_duration=535.8 frames, utt_pad_proportion=0.05943, over 17010.51 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3079, pruned_loss=0.06807, over 497812.74 frames. utt_duration=1286 frames, utt_pad_proportion=0.05771, over 1550.80 utterances.], giga_tot_loss[loss=0.1869, simple_loss=0.2657, pruned_loss=0.05408, over 2222105.03 frames. utt_duration=509 frames, utt_pad_proportion=0.06046, over 17514.46 utterances.], batch size: 34, lr: 5.52e-04
2022-08-23 07:14:14,739 INFO [train.py:927] (2/8) Epoch 6, batch 550, giga_loss[loss=0.2771, simple_loss=0.3522, pruned_loss=0.101, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2829, pruned_loss=0.06247, over 2316609.32 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06908, over 18547.50 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.307, pruned_loss=0.06778, over 507715.68 frames. utt_duration=1293 frames, utt_pad_proportion=0.05678, over 1573.04 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2803, pruned_loss=0.0616, over 2276540.29 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06967, over 18985.32 utterances.], batch size: 212, lr: 5.52e-04
2022-08-23 07:15:57,994 INFO [train.py:927] (2/8) Epoch 6, batch 600, libri_loss[loss=0.2644, simple_loss=0.3374, pruned_loss=0.09573, over 12452.00 frames. utt_duration=419.8 frames, utt_pad_proportion=0.344, over 119.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2897, pruned_loss=0.06463, over 2352328.09 frames. utt_duration=522.3 frames, utt_pad_proportion=0.0693, over 18068.15 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3062, pruned_loss=0.0683, over 604118.20 frames. utt_duration=1201 frames, utt_pad_proportion=0.08279, over 2014.58 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.287, pruned_loss=0.06363, over 2312988.12 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06741, over 18775.17 utterances.], batch size: 119, lr: 5.52e-04
2022-08-23 07:17:41,821 INFO [train.py:927] (2/8) Epoch 6, batch 650, giga_loss[loss=0.2517, simple_loss=0.3227, pruned_loss=0.09038, over 12443.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.0411, over 114.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2933, pruned_loss=0.06637, over 2378748.84 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07295, over 18152.50 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3056, pruned_loss=0.06791, over 659504.26 frames. utt_duration=1215 frames, utt_pad_proportion=0.0759, over 2173.15 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2909, pruned_loss=0.06562, over 2344285.95 frames. utt_duration=495 frames, utt_pad_proportion=0.0719, over 19001.06 utterances.], batch size: 114, lr: 5.52e-04
2022-08-23 07:19:26,561 INFO [train.py:927] (2/8) Epoch 6, batch 700, giga_loss[loss=0.2202, simple_loss=0.3078, pruned_loss=0.06627, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2973, pruned_loss=0.06837, over 2399206.14 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06926, over 17583.55 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3049, pruned_loss=0.06744, over 712663.67 frames. utt_duration=1236 frames, utt_pad_proportion=0.06991, over 2309.20 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2954, pruned_loss=0.0679, over 2369828.67 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06919, over 18560.66 utterances.], batch size: 105, lr: 5.52e-04
2022-08-23 07:21:08,912 INFO [train.py:927] (2/8) Epoch 6, batch 750, libri_loss[loss=0.1787, simple_loss=0.2561, pruned_loss=0.05069, over 12215.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009618, over 29.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3018, pruned_loss=0.07023, over 2413714.55 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06696, over 17283.08 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3044, pruned_loss=0.06765, over 772616.15 frames. utt_duration=1250 frames, utt_pad_proportion=0.06695, over 2475.37 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3004, pruned_loss=0.06993, over 2388647.93 frames. utt_duration=520.3 frames, utt_pad_proportion=0.0674, over 18418.20 utterances.], batch size: 29, lr: 5.52e-04
2022-08-23 07:22:50,514 INFO [train.py:927] (2/8) Epoch 6, batch 800, libri_loss[loss=0.2298, simple_loss=0.3232, pruned_loss=0.06818, over 12140.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006458, over 35.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.305, pruned_loss=0.07126, over 2425918.20 frames. utt_duration=568 frames, utt_pad_proportion=0.0632, over 17128.73 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3027, pruned_loss=0.06684, over 838763.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.06167, over 2633.84 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3043, pruned_loss=0.07139, over 2404364.26 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06446, over 18439.09 utterances.], batch size: 35, lr: 5.51e-04
2022-08-23 07:24:33,564 INFO [train.py:927] (2/8) Epoch 6, batch 850, giga_loss[loss=0.2579, simple_loss=0.3389, pruned_loss=0.0884, over 12350.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02944, over 91.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3064, pruned_loss=0.07093, over 2437039.53 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05884, over 16518.25 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3015, pruned_loss=0.06629, over 871348.73 frames. utt_duration=1289 frames, utt_pad_proportion=0.05935, over 2707.59 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3063, pruned_loss=0.07128, over 2419059.43 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06048, over 17742.99 utterances.], batch size: 91, lr: 5.51e-04
2022-08-23 07:26:15,609 INFO [train.py:927] (2/8) Epoch 6, batch 900, giga_loss[loss=0.2507, simple_loss=0.3259, pruned_loss=0.08776, over 12427.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03772, over 86.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3071, pruned_loss=0.07061, over 2445500.94 frames. utt_duration=595.4 frames, utt_pad_proportion=0.06072, over 16471.87 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3017, pruned_loss=0.06614, over 903037.05 frames. utt_duration=1283 frames, utt_pad_proportion=0.05795, over 2819.44 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.307, pruned_loss=0.07101, over 2430763.96 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06211, over 17587.57 utterances.], batch size: 86, lr: 5.51e-04
2022-08-23 07:28:00,093 INFO [train.py:927] (2/8) Epoch 6, batch 950, giga_loss[loss=0.3252, simple_loss=0.3704, pruned_loss=0.14, over 12362.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1094, over 259.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3114, pruned_loss=0.07502, over 2451806.78 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06487, over 17256.78 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.303, pruned_loss=0.06612, over 949219.30 frames. utt_duration=1297 frames, utt_pad_proportion=0.05457, over 2931.30 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3112, pruned_loss=0.07553, over 2439625.28 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06618, over 18406.45 utterances.], batch size: 259, lr: 5.51e-04
2022-08-23 07:29:44,222 INFO [train.py:927] (2/8) Epoch 6, batch 1000, giga_loss[loss=0.2225, simple_loss=0.3037, pruned_loss=0.07068, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3134, pruned_loss=0.07585, over 2456619.23 frames. utt_duration=568.4 frames, utt_pad_proportion=0.0651, over 17332.69 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3081, pruned_loss=0.06673, over 986551.47 frames. utt_duration=1294 frames, utt_pad_proportion=0.05427, over 3053.76 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07623, over 2446842.21 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06628, over 18467.36 utterances.], batch size: 133, lr: 5.51e-04
2022-08-23 07:31:25,307 INFO [train.py:927] (2/8) Epoch 6, batch 1050, giga_loss[loss=0.2104, simple_loss=0.2892, pruned_loss=0.06584, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0266, over 37.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3122, pruned_loss=0.07482, over 2460025.76 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06426, over 16757.91 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3098, pruned_loss=0.06664, over 1030421.36 frames. utt_duration=1277 frames, utt_pad_proportion=0.06224, over 3230.47 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07539, over 2451946.49 frames. utt_duration=550 frames, utt_pad_proportion=0.06405, over 17882.91 utterances.], batch size: 37, lr: 5.51e-04
2022-08-23 07:33:11,942 INFO [train.py:927] (2/8) Epoch 6, batch 1100, giga_loss[loss=0.234, simple_loss=0.3141, pruned_loss=0.07698, over 12371.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03104, over 97.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3098, pruned_loss=0.07329, over 2462914.08 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05977, over 16480.02 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3093, pruned_loss=0.06629, over 1073156.48 frames. utt_duration=1279 frames, utt_pad_proportion=0.06081, over 3360.52 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3084, pruned_loss=0.0741, over 2456133.31 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06014, over 17632.23 utterances.], batch size: 97, lr: 5.51e-04
2022-08-23 07:34:56,589 INFO [train.py:927] (2/8) Epoch 6, batch 1150, giga_loss[loss=0.1858, simple_loss=0.2652, pruned_loss=0.05314, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03001, over 85.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3052, pruned_loss=0.07177, over 2464989.09 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06902, over 17980.00 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.309, pruned_loss=0.0662, over 1093937.89 frames. utt_duration=1274 frames, utt_pad_proportion=0.06121, over 3437.88 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3043, pruned_loss=0.07253, over 2459616.41 frames. utt_duration=519 frames, utt_pad_proportion=0.06879, over 19011.31 utterances.], batch size: 85, lr: 5.51e-04
2022-08-23 07:36:39,163 INFO [train.py:927] (2/8) Epoch 6, batch 1200, giga_loss[loss=0.2266, simple_loss=0.3228, pruned_loss=0.06521, over 12394.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02624, over 70.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3002, pruned_loss=0.06941, over 2467136.57 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06675, over 18155.35 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3066, pruned_loss=0.06537, over 1147966.66 frames. utt_duration=1294 frames, utt_pad_proportion=0.0574, over 3553.20 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3002, pruned_loss=0.07053, over 2462686.12 frames. utt_duration=509.1 frames, utt_pad_proportion=0.0674, over 19406.58 utterances.], batch size: 70, lr: 5.51e-04
2022-08-23 07:38:22,059 INFO [train.py:927] (2/8) Epoch 6, batch 1250, giga_loss[loss=0.1905, simple_loss=0.2777, pruned_loss=0.05162, over 12438.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04183, over 114.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2994, pruned_loss=0.06904, over 2468564.77 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06932, over 17956.42 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3071, pruned_loss=0.06586, over 1187223.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.0663, over 3774.86 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.299, pruned_loss=0.06982, over 2464859.40 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06813, over 19141.12 utterances.], batch size: 114, lr: 5.51e-04
2022-08-23 07:40:03,444 INFO [train.py:927] (2/8) Epoch 6, batch 1300, giga_loss[loss=0.2183, simple_loss=0.2868, pruned_loss=0.07486, over 12199.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03365, over 39.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2974, pruned_loss=0.06813, over 2468738.55 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06575, over 17674.70 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3057, pruned_loss=0.06501, over 1237297.68 frames. utt_duration=1274 frames, utt_pad_proportion=0.06237, over 3889.94 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2974, pruned_loss=0.06926, over 2466003.69 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06577, over 19035.07 utterances.], batch size: 39, lr: 5.50e-04
2022-08-23 07:41:45,731 INFO [train.py:927] (2/8) Epoch 6, batch 1350, giga_loss[loss=0.1994, simple_loss=0.2844, pruned_loss=0.05726, over 12401.00 frames. utt_duration=710 frames, utt_pad_proportion=0.0261, over 70.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2945, pruned_loss=0.06705, over 2470510.23 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06956, over 18515.44 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3057, pruned_loss=0.0649, over 1261990.58 frames. utt_duration=1275 frames, utt_pad_proportion=0.0606, over 3963.66 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2943, pruned_loss=0.06804, over 2468126.16 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06972, over 19785.86 utterances.], batch size: 70, lr: 5.50e-04
2022-08-23 07:43:30,391 INFO [train.py:927] (2/8) Epoch 6, batch 1400, libri_loss[loss=0.2152, simple_loss=0.2998, pruned_loss=0.06528, over 12307.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007211, over 36.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2916, pruned_loss=0.06648, over 2470070.75 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06824, over 17648.37 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3064, pruned_loss=0.06536, over 1285897.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.06713, over 4109.67 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2909, pruned_loss=0.0671, over 2468264.58 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06742, over 18789.75 utterances.], batch size: 36, lr: 5.50e-04
2022-08-23 07:45:10,263 INFO [train.py:927] (2/8) Epoch 6, batch 1450, giga_loss[loss=0.1965, simple_loss=0.2688, pruned_loss=0.06214, over 12412.00 frames. utt_duration=622 frames, utt_pad_proportion=0.0341, over 80.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2878, pruned_loss=0.06489, over 2469560.89 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06527, over 16975.55 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3054, pruned_loss=0.06491, over 1314879.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.06489, over 4169.36 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2873, pruned_loss=0.0656, over 2468419.68 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06523, over 18125.91 utterances.], batch size: 80, lr: 5.50e-04
2022-08-23 07:46:52,140 INFO [train.py:927] (2/8) Epoch 6, batch 1500, giga_loss[loss=0.2046, simple_loss=0.2847, pruned_loss=0.06225, over 12435.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03629, over 123.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.285, pruned_loss=0.06377, over 2469575.97 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06402, over 16650.16 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3049, pruned_loss=0.06487, over 1337589.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.07182, over 4295.75 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2845, pruned_loss=0.06436, over 2468867.52 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06266, over 17679.49 utterances.], batch size: 123, lr: 5.50e-04
2022-08-23 07:48:33,319 INFO [train.py:927] (2/8) Epoch 6, batch 1550, giga_loss[loss=0.2328, simple_loss=0.3117, pruned_loss=0.07695, over 12126.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03742, over 30.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.286, pruned_loss=0.0649, over 2470324.27 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06268, over 16585.28 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3042, pruned_loss=0.06486, over 1382064.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.068, over 4407.00 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2853, pruned_loss=0.06537, over 2469782.38 frames. utt_duration=557.7 frames, utt_pad_proportion=0.0624, over 17760.29 utterances.], batch size: 30, lr: 5.50e-04
2022-08-23 07:50:14,696 INFO [train.py:927] (2/8) Epoch 6, batch 1600, giga_loss[loss=0.302, simple_loss=0.3527, pruned_loss=0.1257, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09804, over 256.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2908, pruned_loss=0.06824, over 2471061.56 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06621, over 17395.91 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3034, pruned_loss=0.06449, over 1408813.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.06587, over 4466.25 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2903, pruned_loss=0.0688, over 2470785.29 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06616, over 18538.84 utterances.], batch size: 256, lr: 5.50e-04
2022-08-23 07:51:57,392 INFO [train.py:927] (2/8) Epoch 6, batch 1650, giga_loss[loss=0.2091, simple_loss=0.2905, pruned_loss=0.0638, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03132, over 42.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.2973, pruned_loss=0.072, over 2471672.76 frames. utt_duration=544.6 frames, utt_pad_proportion=0.07147, over 18202.74 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3033, pruned_loss=0.06465, over 1429869.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.06467, over 4540.52 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.2968, pruned_loss=0.07249, over 2471487.98 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07149, over 19294.61 utterances.], batch size: 42, lr: 5.50e-04
2022-08-23 07:53:41,124 INFO [train.py:927] (2/8) Epoch 6, batch 1700, giga_loss[loss=0.2782, simple_loss=0.3458, pruned_loss=0.1053, over 12335.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2153, over 374.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3027, pruned_loss=0.07398, over 2471921.29 frames. utt_duration=547.7 frames, utt_pad_proportion=0.07031, over 18100.84 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3035, pruned_loss=0.06482, over 1465555.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.06195, over 4644.07 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3021, pruned_loss=0.07454, over 2471980.54 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07102, over 19310.42 utterances.], batch size: 374, lr: 5.50e-04
2022-08-23 07:55:20,701 INFO [train.py:927] (2/8) Epoch 6, batch 1750, giga_loss[loss=0.2177, simple_loss=0.3031, pruned_loss=0.06609, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02915, over 45.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3085, pruned_loss=0.07587, over 2471991.06 frames. utt_duration=554 frames, utt_pad_proportion=0.06755, over 17897.91 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3037, pruned_loss=0.06454, over 1485347.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.06082, over 4691.85 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3079, pruned_loss=0.07665, over 2472205.23 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06858, over 19052.34 utterances.], batch size: 45, lr: 5.49e-04
2022-08-23 07:57:00,761 INFO [train.py:927] (2/8) Epoch 6, batch 1800, giga_loss[loss=0.2074, simple_loss=0.2906, pruned_loss=0.06212, over 12380.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.0367, over 80.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.0732, over 2472333.05 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06552, over 17467.85 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3036, pruned_loss=0.06447, over 1504720.15 frames. utt_duration=1273 frames, utt_pad_proportion=0.0593, over 4732.76 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3061, pruned_loss=0.07402, over 2472716.18 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06687, over 18581.80 utterances.], batch size: 80, lr: 5.49e-04
2022-08-23 07:58:44,109 INFO [train.py:927] (2/8) Epoch 6, batch 1850, libri_loss[loss=0.215, simple_loss=0.3065, pruned_loss=0.0617, over 12402.00 frames. utt_duration=955.5 frames, utt_pad_proportion=0.07499, over 52.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3068, pruned_loss=0.07302, over 2472687.96 frames. utt_duration=567 frames, utt_pad_proportion=0.0628, over 17491.22 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3034, pruned_loss=0.06435, over 1519130.28 frames. utt_duration=1272 frames, utt_pad_proportion=0.05871, over 4781.62 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3066, pruned_loss=0.07385, over 2473015.61 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06415, over 18496.44 utterances.], batch size: 52, lr: 5.49e-04
2022-08-23 08:00:29,936 INFO [train.py:927] (2/8) Epoch 6, batch 1900, giga_loss[loss=0.2549, simple_loss=0.3333, pruned_loss=0.08826, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3095, pruned_loss=0.07499, over 2473113.59 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06623, over 18262.58 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3034, pruned_loss=0.06465, over 1533248.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.05759, over 4814.74 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.0756, over 2473446.11 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06739, over 19201.51 utterances.], batch size: 75, lr: 5.49e-04
2022-08-23 08:02:13,401 INFO [train.py:927] (2/8) Epoch 6, batch 1950, giga_loss[loss=0.2256, simple_loss=0.3072, pruned_loss=0.07199, over 12471.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04075, over 34.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3108, pruned_loss=0.07609, over 2472736.25 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06889, over 18040.77 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3039, pruned_loss=0.0653, over 1565527.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.06208, over 4960.28 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3107, pruned_loss=0.07655, over 2473148.03 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06893, over 19091.96 utterances.], batch size: 34, lr: 5.49e-04
2022-08-23 08:03:54,474 INFO [train.py:927] (2/8) Epoch 6, batch 2000, giga_loss[loss=0.2437, simple_loss=0.3286, pruned_loss=0.0794, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04448, over 26.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3118, pruned_loss=0.07675, over 2473170.69 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06823, over 17880.46 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3042, pruned_loss=0.0657, over 1579195.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.06865, over 5081.69 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3116, pruned_loss=0.07702, over 2473367.50 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06662, over 18768.49 utterances.], batch size: 26, lr: 5.49e-04
2022-08-23 08:05:36,985 INFO [train.py:927] (2/8) Epoch 6, batch 2050, giga_loss[loss=0.2259, simple_loss=0.3132, pruned_loss=0.06929, over 12162.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03438, over 30.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3129, pruned_loss=0.07626, over 2473327.00 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06594, over 17332.60 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3042, pruned_loss=0.06583, over 1592416.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.06777, over 5129.14 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3128, pruned_loss=0.07654, over 2473588.57 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06493, over 18152.84 utterances.], batch size: 30, lr: 5.49e-04
2022-08-23 08:07:18,836 INFO [train.py:927] (2/8) Epoch 6, batch 2100, giga_loss[loss=0.2613, simple_loss=0.3354, pruned_loss=0.09361, over 12263.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03063, over 45.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3133, pruned_loss=0.07627, over 2472410.19 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06381, over 16797.19 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3048, pruned_loss=0.0659, over 1613935.93 frames. utt_duration=1228 frames, utt_pad_proportion=0.07328, over 5263.73 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3131, pruned_loss=0.07672, over 2472891.47 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06173, over 17610.08 utterances.], batch size: 45, lr: 5.49e-04
2022-08-23 08:09:01,256 INFO [train.py:927] (2/8) Epoch 6, batch 2150, giga_loss[loss=0.2365, simple_loss=0.3156, pruned_loss=0.07869, over 12366.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04003, over 145.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3118, pruned_loss=0.07526, over 2471526.79 frames. utt_duration=624.5 frames, utt_pad_proportion=0.0607, over 15867.31 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3052, pruned_loss=0.0657, over 1647675.94 frames. utt_duration=1216 frames, utt_pad_proportion=0.07632, over 5425.26 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3117, pruned_loss=0.07612, over 2471908.55 frames. utt_duration=590.7 frames, utt_pad_proportion=0.0581, over 16781.12 utterances.], batch size: 145, lr: 5.49e-04
2022-08-23 08:10:44,952 INFO [train.py:927] (2/8) Epoch 6, batch 2200, giga_loss[loss=0.2497, simple_loss=0.3303, pruned_loss=0.08454, over 12418.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04253, over 146.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3126, pruned_loss=0.07613, over 2471588.50 frames. utt_duration=646.2 frames, utt_pad_proportion=0.05638, over 15333.63 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3052, pruned_loss=0.06579, over 1679888.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.07351, over 5490.04 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3128, pruned_loss=0.07713, over 2472018.78 frames. utt_duration=605.3 frames, utt_pad_proportion=0.05504, over 16375.83 utterances.], batch size: 146, lr: 5.49e-04
2022-08-23 08:12:26,999 INFO [train.py:927] (2/8) Epoch 6, batch 2250, giga_loss[loss=0.2053, simple_loss=0.2993, pruned_loss=0.05566, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03498, over 37.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3116, pruned_loss=0.07544, over 2470734.34 frames. utt_duration=648.7 frames, utt_pad_proportion=0.06258, over 15269.07 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3043, pruned_loss=0.06546, over 1695189.16 frames. utt_duration=1233 frames, utt_pad_proportion=0.07202, over 5504.15 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3124, pruned_loss=0.07663, over 2471457.42 frames. utt_duration=609.3 frames, utt_pad_proportion=0.06158, over 16264.36 utterances.], batch size: 37, lr: 5.48e-04
2022-08-23 08:14:11,453 INFO [train.py:927] (2/8) Epoch 6, batch 2300, giga_loss[loss=0.2408, simple_loss=0.318, pruned_loss=0.08176, over 12324.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03404, over 85.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3119, pruned_loss=0.07558, over 2470960.15 frames. utt_duration=637.6 frames, utt_pad_proportion=0.06428, over 15538.49 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3046, pruned_loss=0.06564, over 1718280.82 frames. utt_duration=1241 frames, utt_pad_proportion=0.06964, over 5545.57 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3125, pruned_loss=0.07668, over 2471438.32 frames. utt_duration=598.8 frames, utt_pad_proportion=0.06402, over 16551.81 utterances.], batch size: 85, lr: 5.48e-04
2022-08-23 08:15:56,173 INFO [train.py:927] (2/8) Epoch 6, batch 2350, giga_loss[loss=0.2066, simple_loss=0.2835, pruned_loss=0.06485, over 12201.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03366, over 42.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3102, pruned_loss=0.07475, over 2471199.78 frames. utt_duration=652.5 frames, utt_pad_proportion=0.06249, over 15183.96 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3047, pruned_loss=0.06572, over 1725915.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06898, over 5576.02 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3107, pruned_loss=0.07564, over 2471472.67 frames. utt_duration=617.9 frames, utt_pad_proportion=0.06256, over 16038.96 utterances.], batch size: 42, lr: 5.48e-04
2022-08-23 08:17:39,335 INFO [train.py:927] (2/8) Epoch 6, batch 2400, giga_loss[loss=0.2603, simple_loss=0.3319, pruned_loss=0.09437, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04255, over 146.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3085, pruned_loss=0.07415, over 2471297.02 frames. utt_duration=636 frames, utt_pad_proportion=0.05734, over 15578.53 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3038, pruned_loss=0.06544, over 1747700.04 frames. utt_duration=1251 frames, utt_pad_proportion=0.06712, over 5594.51 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3096, pruned_loss=0.07528, over 2471791.15 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05812, over 16505.50 utterances.], batch size: 146, lr: 5.48e-04
2022-08-23 08:19:23,074 INFO [train.py:927] (2/8) Epoch 6, batch 2450, giga_loss[loss=0.2021, simple_loss=0.2789, pruned_loss=0.06261, over 12179.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0331, over 39.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3053, pruned_loss=0.07292, over 2470602.21 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05786, over 15645.73 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3034, pruned_loss=0.06534, over 1754868.42 frames. utt_duration=1256 frames, utt_pad_proportion=0.0665, over 5597.56 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3064, pruned_loss=0.07395, over 2471039.82 frames. utt_duration=601.7 frames, utt_pad_proportion=0.05863, over 16468.53 utterances.], batch size: 39, lr: 5.48e-04
2022-08-23 08:21:03,603 INFO [train.py:927] (2/8) Epoch 6, batch 2500, giga_loss[loss=0.2233, simple_loss=0.2975, pruned_loss=0.07455, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02514, over 48.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3017, pruned_loss=0.07132, over 2471134.62 frames. utt_duration=644.8 frames, utt_pad_proportion=0.05367, over 15365.56 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3036, pruned_loss=0.06535, over 1765550.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.06608, over 5654.38 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3024, pruned_loss=0.07221, over 2471490.21 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05451, over 16101.97 utterances.], batch size: 48, lr: 5.48e-04
2022-08-23 08:22:55,893 INFO [train.py:927] (2/8) Epoch 6, batch 2550, giga_loss[loss=0.2205, simple_loss=0.2998, pruned_loss=0.07062, over 12461.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3015, pruned_loss=0.07137, over 2471872.51 frames. utt_duration=638.5 frames, utt_pad_proportion=0.05138, over 15521.48 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3038, pruned_loss=0.06513, over 1779321.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.06486, over 5666.22 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3019, pruned_loss=0.07234, over 2472369.48 frames. utt_duration=609 frames, utt_pad_proportion=0.05244, over 16278.57 utterances.], batch size: 75, lr: 5.48e-04
2022-08-23 08:24:38,615 INFO [train.py:927] (2/8) Epoch 6, batch 2600, giga_loss[loss=0.2698, simple_loss=0.3533, pruned_loss=0.09312, over 12383.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3018, pruned_loss=0.07082, over 2472004.38 frames. utt_duration=639.3 frames, utt_pad_proportion=0.04939, over 15502.95 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3029, pruned_loss=0.06479, over 1806062.36 frames. utt_duration=1269 frames, utt_pad_proportion=0.06225, over 5699.95 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3027, pruned_loss=0.07204, over 2472867.69 frames. utt_duration=603 frames, utt_pad_proportion=0.05096, over 16444.83 utterances.], batch size: 62, lr: 5.48e-04
2022-08-23 08:26:21,102 INFO [train.py:927] (2/8) Epoch 6, batch 2650, giga_loss[loss=0.2279, simple_loss=0.3137, pruned_loss=0.07106, over 12423.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.07162, over 2472612.52 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06388, over 18176.72 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3022, pruned_loss=0.06456, over 1819110.08 frames. utt_duration=1275 frames, utt_pad_proportion=0.06125, over 5715.77 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3052, pruned_loss=0.07286, over 2473475.66 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06455, over 19116.42 utterances.], batch size: 105, lr: 5.48e-04
2022-08-23 08:28:04,803 INFO [train.py:927] (2/8) Epoch 6, batch 2700, giga_loss[loss=0.2135, simple_loss=0.2951, pruned_loss=0.06595, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03129, over 51.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3026, pruned_loss=0.07071, over 2472290.71 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05902, over 17393.93 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3024, pruned_loss=0.06467, over 1822145.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.06094, over 5719.19 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3035, pruned_loss=0.07164, over 2473162.06 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05986, over 18177.69 utterances.], batch size: 51, lr: 5.48e-04
2022-08-23 08:29:47,437 INFO [train.py:927] (2/8) Epoch 6, batch 2750, giga_loss[loss=0.2139, simple_loss=0.2965, pruned_loss=0.06564, over 12409.00 frames. utt_duration=513.1 frames, utt_pad_proportion=0.02829, over 97.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3037, pruned_loss=0.07121, over 2473098.06 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06134, over 18230.13 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3034, pruned_loss=0.06489, over 1828586.20 frames. utt_duration=1278 frames, utt_pad_proportion=0.06031, over 5727.99 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3036, pruned_loss=0.07184, over 2473817.92 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06205, over 18940.81 utterances.], batch size: 97, lr: 5.47e-04
2022-08-23 08:31:28,399 INFO [train.py:927] (2/8) Epoch 6, batch 2800, giga_loss[loss=0.2402, simple_loss=0.3286, pruned_loss=0.07587, over 12352.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03681, over 122.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3049, pruned_loss=0.07164, over 2473634.64 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06143, over 17879.06 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3034, pruned_loss=0.06476, over 1847609.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.05852, over 5749.82 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.305, pruned_loss=0.07244, over 2474269.46 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06255, over 18767.84 utterances.], batch size: 122, lr: 5.47e-04
2022-08-23 08:33:11,327 INFO [train.py:927] (2/8) Epoch 6, batch 2850, giga_loss[loss=0.2602, simple_loss=0.3347, pruned_loss=0.09288, over 12405.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03428, over 80.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3057, pruned_loss=0.07177, over 2473794.42 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06023, over 18075.25 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3031, pruned_loss=0.06479, over 1853724.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.058, over 5752.31 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.306, pruned_loss=0.07244, over 2474422.56 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06131, over 18887.79 utterances.], batch size: 80, lr: 5.47e-04
2022-08-23 08:34:55,734 INFO [train.py:927] (2/8) Epoch 6, batch 2900, giga_loss[loss=0.2073, simple_loss=0.2837, pruned_loss=0.06544, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.037, over 40.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07181, over 2473035.80 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05764, over 17508.41 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3032, pruned_loss=0.0649, over 1856887.28 frames. utt_duration=1290 frames, utt_pad_proportion=0.05768, over 5762.55 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3057, pruned_loss=0.07229, over 2473466.07 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05871, over 18190.79 utterances.], batch size: 40, lr: 5.47e-04
2022-08-23 08:36:36,510 INFO [train.py:927] (2/8) Epoch 6, batch 2950, giga_loss[loss=0.2035, simple_loss=0.2937, pruned_loss=0.05671, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03206, over 62.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07108, over 2472268.35 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05678, over 17443.77 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3031, pruned_loss=0.06495, over 1868694.37 frames. utt_duration=1295 frames, utt_pad_proportion=0.05654, over 5779.15 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3051, pruned_loss=0.07155, over 2472989.35 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05797, over 18175.39 utterances.], batch size: 62, lr: 5.47e-04
2022-08-23 08:38:15,355 INFO [train.py:927] (2/8) Epoch 6, batch 3000, giga_loss[loss=0.2205, simple_loss=0.31, pruned_loss=0.06547, over 12386.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3036, pruned_loss=0.0707, over 2471764.58 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05875, over 17284.09 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3036, pruned_loss=0.06513, over 1889122.90 frames. utt_duration=1300 frames, utt_pad_proportion=0.05466, over 5818.39 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3034, pruned_loss=0.07114, over 2472678.21 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06019, over 18192.58 utterances.], batch size: 91, lr: 5.47e-04
2022-08-23 08:38:15,356 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1983, simple_loss=0.3038, pruned_loss=0.04639, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 08:40:07,712 INFO [train.py:927] (2/8) Epoch 6, batch 3050, giga_loss[loss=0.2108, simple_loss=0.2896, pruned_loss=0.06596, over 12422.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.0399, over 37.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3038, pruned_loss=0.06972, over 2472682.11 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05763, over 17436.48 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3038, pruned_loss=0.0653, over 1903796.20 frames. utt_duration=1299 frames, utt_pad_proportion=0.05376, over 5867.61 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3035, pruned_loss=0.07005, over 2473194.01 frames. utt_duration=540 frames, utt_pad_proportion=0.05909, over 18371.59 utterances.], batch size: 37, lr: 5.47e-04
2022-08-23 08:41:48,241 INFO [train.py:927] (2/8) Epoch 6, batch 3100, giga_loss[loss=0.208, simple_loss=0.2946, pruned_loss=0.06071, over 12311.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3032, pruned_loss=0.0697, over 2473125.98 frames. utt_duration=558 frames, utt_pad_proportion=0.05893, over 17777.81 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3038, pruned_loss=0.0653, over 1903796.20 frames. utt_duration=1299 frames, utt_pad_proportion=0.05376, over 5867.61 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.303, pruned_loss=0.06995, over 2473524.40 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06001, over 18505.63 utterances.], batch size: 74, lr: 5.47e-04
2022-08-23 08:43:26,758 INFO [train.py:927] (2/8) Epoch 6, batch 3150, giga_loss[loss=0.2345, simple_loss=0.3083, pruned_loss=0.08029, over 12384.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02654, over 91.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3031, pruned_loss=0.07057, over 2473478.67 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05483, over 17214.76 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3044, pruned_loss=0.06564, over 1931129.12 frames. utt_duration=1306 frames, utt_pad_proportion=0.05169, over 5922.37 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3025, pruned_loss=0.07076, over 2474277.63 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05659, over 18296.58 utterances.], batch size: 91, lr: 5.47e-04
2022-08-23 08:45:03,959 INFO [train.py:927] (2/8) Epoch 6, batch 3200, giga_loss[loss=0.2252, simple_loss=0.3076, pruned_loss=0.07144, over 12359.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.302, pruned_loss=0.07071, over 2473744.97 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05681, over 17980.57 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3048, pruned_loss=0.06578, over 1938908.84 frames. utt_duration=1302 frames, utt_pad_proportion=0.0514, over 5964.40 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3012, pruned_loss=0.07083, over 2474652.45 frames. utt_duration=524 frames, utt_pad_proportion=0.05814, over 18945.16 utterances.], batch size: 133, lr: 5.47e-04
2022-08-23 08:46:48,931 INFO [train.py:927] (2/8) Epoch 6, batch 3250, giga_loss[loss=0.1761, simple_loss=0.2612, pruned_loss=0.04549, over 12467.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02977, over 75.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.299, pruned_loss=0.06961, over 2474033.23 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05629, over 17670.04 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.305, pruned_loss=0.06598, over 1959773.22 frames. utt_duration=1298 frames, utt_pad_proportion=0.05069, over 6046.03 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2981, pruned_loss=0.06973, over 2474916.40 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05766, over 18797.07 utterances.], batch size: 75, lr: 5.46e-04
2022-08-23 08:48:29,699 INFO [train.py:927] (2/8) Epoch 6, batch 3300, giga_loss[loss=0.1912, simple_loss=0.2763, pruned_loss=0.05309, over 12259.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02796, over 54.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2948, pruned_loss=0.06797, over 2474303.01 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05287, over 16850.64 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.305, pruned_loss=0.06596, over 1965101.16 frames. utt_duration=1300 frames, utt_pad_proportion=0.05019, over 6054.56 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2941, pruned_loss=0.06811, over 2474830.11 frames. utt_duration=556.9 frames, utt_pad_proportion=0.05435, over 17824.28 utterances.], batch size: 54, lr: 5.46e-04
2022-08-23 08:50:10,147 INFO [train.py:927] (2/8) Epoch 6, batch 3350, giga_loss[loss=0.2154, simple_loss=0.307, pruned_loss=0.06185, over 12368.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03134, over 97.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.298, pruned_loss=0.06913, over 2474335.20 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05897, over 17906.85 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3056, pruned_loss=0.06586, over 1979750.61 frames. utt_duration=1307 frames, utt_pad_proportion=0.04882, over 6066.83 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2967, pruned_loss=0.06939, over 2475162.08 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06028, over 18999.24 utterances.], batch size: 97, lr: 5.46e-04
2022-08-23 08:51:48,990 INFO [train.py:927] (2/8) Epoch 6, batch 3400, giga_loss[loss=0.2387, simple_loss=0.3232, pruned_loss=0.07716, over 12400.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04774, over 161.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3008, pruned_loss=0.07039, over 2474262.62 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05991, over 17990.25 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3056, pruned_loss=0.06592, over 1991552.33 frames. utt_duration=1301 frames, utt_pad_proportion=0.04905, over 6128.16 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2996, pruned_loss=0.07064, over 2475331.75 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06097, over 19073.53 utterances.], batch size: 161, lr: 5.46e-04
2022-08-23 08:53:29,210 INFO [train.py:927] (2/8) Epoch 6, batch 3450, giga_loss[loss=0.2049, simple_loss=0.2899, pruned_loss=0.05993, over 12289.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.0375, over 51.00 utterances.], tot_loss[loss=0.224, simple_loss=0.304, pruned_loss=0.07204, over 2474045.50 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06414, over 18558.81 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3058, pruned_loss=0.06597, over 2001117.96 frames. utt_duration=1287 frames, utt_pad_proportion=0.05328, over 6225.38 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3028, pruned_loss=0.07228, over 2474902.60 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06352, over 19537.24 utterances.], batch size: 51, lr: 5.46e-04
2022-08-23 08:55:14,359 INFO [train.py:927] (2/8) Epoch 6, batch 3500, libri_loss[loss=0.2337, simple_loss=0.3215, pruned_loss=0.07301, over 12415.00 frames. utt_duration=777.7 frames, utt_pad_proportion=0.1172, over 64.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3098, pruned_loss=0.07632, over 2474014.95 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06235, over 18203.90 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3063, pruned_loss=0.06632, over 2015015.66 frames. utt_duration=1279 frames, utt_pad_proportion=0.05382, over 6310.13 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3085, pruned_loss=0.0765, over 2474826.28 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06185, over 19249.15 utterances.], batch size: 64, lr: 5.46e-04
2022-08-23 08:56:56,635 INFO [train.py:927] (2/8) Epoch 6, batch 3550, giga_loss[loss=0.2781, simple_loss=0.3521, pruned_loss=0.1021, over 12402.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08122, over 2473578.95 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06271, over 18635.36 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3065, pruned_loss=0.06641, over 2023827.54 frames. utt_duration=1265 frames, utt_pad_proportion=0.05788, over 6405.64 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.316, pruned_loss=0.0815, over 2474477.86 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06134, over 19595.66 utterances.], batch size: 146, lr: 5.46e-04
2022-08-23 08:58:39,834 INFO [train.py:927] (2/8) Epoch 6, batch 3600, giga_loss[loss=0.2808, simple_loss=0.3545, pruned_loss=0.1036, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02667, over 70.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3272, pruned_loss=0.09047, over 2474173.01 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06015, over 18901.84 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3069, pruned_loss=0.06678, over 2033003.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05685, over 6416.45 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3264, pruned_loss=0.09074, over 2474672.16 frames. utt_duration=499.4 frames, utt_pad_proportion=0.05952, over 19878.73 utterances.], batch size: 70, lr: 5.46e-04
2022-08-23 09:00:23,710 INFO [train.py:927] (2/8) Epoch 6, batch 3650, giga_loss[loss=0.2736, simple_loss=0.3355, pruned_loss=0.1058, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02727, over 91.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3356, pruned_loss=0.09825, over 2474087.19 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06048, over 19324.05 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.307, pruned_loss=0.06692, over 2041392.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.05599, over 6416.21 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3353, pruned_loss=0.09891, over 2474829.13 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06028, over 20343.86 utterances.], batch size: 91, lr: 5.46e-04
2022-08-23 09:02:11,070 INFO [train.py:927] (2/8) Epoch 6, batch 3700, giga_loss[loss=0.4098, simple_loss=0.4172, pruned_loss=0.2012, over 12344.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2747, simple_loss=0.3413, pruned_loss=0.1041, over 2474103.63 frames. utt_duration=491.1 frames, utt_pad_proportion=0.0656, over 20212.93 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3073, pruned_loss=0.06709, over 2050026.84 frames. utt_duration=1276 frames, utt_pad_proportion=0.05499, over 6434.70 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3415, pruned_loss=0.1051, over 2474660.22 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06556, over 21255.63 utterances.], batch size: 370, lr: 5.46e-04
2022-08-23 09:03:56,237 INFO [train.py:927] (2/8) Epoch 6, batch 3750, giga_loss[loss=0.3427, simple_loss=0.3785, pruned_loss=0.1534, over 12423.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06857, over 212.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3454, pruned_loss=0.1079, over 2474331.69 frames. utt_duration=484.7 frames, utt_pad_proportion=0.06853, over 20483.88 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3073, pruned_loss=0.0672, over 2064431.62 frames. utt_duration=1281 frames, utt_pad_proportion=0.05326, over 6452.31 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3467, pruned_loss=0.1099, over 2474956.14 frames. utt_duration=456.5 frames, utt_pad_proportion=0.06898, over 21758.04 utterances.], batch size: 212, lr: 5.45e-04
2022-08-23 09:05:39,547 INFO [train.py:927] (2/8) Epoch 6, batch 3800, giga_loss[loss=0.2864, simple_loss=0.3499, pruned_loss=0.1114, over 12450.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3452, pruned_loss=0.1084, over 2474820.66 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07002, over 20633.61 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3084, pruned_loss=0.06788, over 2078780.12 frames. utt_duration=1268 frames, utt_pad_proportion=0.05704, over 6565.49 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3466, pruned_loss=0.1109, over 2475133.59 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06967, over 22020.31 utterances.], batch size: 134, lr: 5.45e-04
2022-08-23 09:07:19,450 INFO [train.py:927] (2/8) Epoch 6, batch 3850, giga_loss[loss=0.3039, simple_loss=0.3618, pruned_loss=0.123, over 12403.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3446, pruned_loss=0.1069, over 2474871.05 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06833, over 20467.23 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3082, pruned_loss=0.06803, over 2096015.50 frames. utt_duration=1276 frames, utt_pad_proportion=0.05504, over 6580.28 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3474, pruned_loss=0.1104, over 2475329.04 frames. utt_duration=448.6 frames, utt_pad_proportion=0.0688, over 22143.50 utterances.], batch size: 146, lr: 5.45e-04
2022-08-23 09:09:04,983 INFO [train.py:927] (2/8) Epoch 6, batch 3900, libri_loss[loss=0.2258, simple_loss=0.3, pruned_loss=0.07577, over 12221.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006801, over 31.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3464, pruned_loss=0.1083, over 2474767.77 frames. utt_duration=451 frames, utt_pad_proportion=0.07471, over 22020.06 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3082, pruned_loss=0.06822, over 2103350.97 frames. utt_duration=1280 frames, utt_pad_proportion=0.05408, over 6581.65 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3494, pruned_loss=0.1117, over 2475316.14 frames. utt_duration=420.1 frames, utt_pad_proportion=0.07506, over 23650.30 utterances.], batch size: 31, lr: 5.45e-04
2022-08-23 09:10:50,339 INFO [train.py:927] (2/8) Epoch 6, batch 3950, giga_loss[loss=0.2361, simple_loss=0.3214, pruned_loss=0.07535, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02967, over 75.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3443, pruned_loss=0.1056, over 2474665.89 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07623, over 22080.08 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3082, pruned_loss=0.06827, over 2114454.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.05261, over 6594.00 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3477, pruned_loss=0.1093, over 2475025.77 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0769, over 23789.12 utterances.], batch size: 75, lr: 5.45e-04
2022-08-23 09:12:33,826 INFO [train.py:927] (2/8) Epoch 6, batch 4000, giga_loss[loss=0.2496, simple_loss=0.3269, pruned_loss=0.0861, over 12358.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3397, pruned_loss=0.1012, over 2473356.59 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07888, over 21532.06 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3081, pruned_loss=0.06819, over 2128450.77 frames. utt_duration=1273 frames, utt_pad_proportion=0.05658, over 6693.90 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3437, pruned_loss=0.1055, over 2473785.64 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07844, over 23371.51 utterances.], batch size: 97, lr: 5.45e-04
2022-08-23 09:14:14,858 INFO [train.py:927] (2/8) Epoch 6, batch 4050, giga_loss[loss=0.2673, simple_loss=0.3283, pruned_loss=0.1032, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04108, over 146.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3365, pruned_loss=0.09863, over 2473766.89 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07845, over 21706.65 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3078, pruned_loss=0.06799, over 2135169.29 frames. utt_duration=1278 frames, utt_pad_proportion=0.05563, over 6691.00 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3405, pruned_loss=0.1028, over 2474211.48 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07845, over 23415.95 utterances.], batch size: 146, lr: 5.45e-04
2022-08-23 09:16:03,854 INFO [train.py:927] (2/8) Epoch 6, batch 4100, giga_loss[loss=0.2586, simple_loss=0.3278, pruned_loss=0.09472, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3359, pruned_loss=0.09735, over 2474880.78 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07414, over 21169.63 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3087, pruned_loss=0.06811, over 2143656.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.05478, over 6717.55 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3389, pruned_loss=0.1012, over 2475171.88 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07481, over 22848.81 utterances.], batch size: 97, lr: 5.45e-04
2022-08-23 09:17:53,872 INFO [train.py:927] (2/8) Epoch 6, batch 4150, giga_loss[loss=0.255, simple_loss=0.3312, pruned_loss=0.08939, over 12218.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03147, over 42.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.336, pruned_loss=0.09523, over 2475052.60 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07351, over 21026.58 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3095, pruned_loss=0.0682, over 2148645.80 frames. utt_duration=1280 frames, utt_pad_proportion=0.05411, over 6722.69 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3381, pruned_loss=0.0986, over 2475258.46 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07433, over 22537.45 utterances.], batch size: 42, lr: 5.45e-04
2022-08-23 09:19:40,665 INFO [train.py:927] (2/8) Epoch 6, batch 4200, giga_loss[loss=0.2354, simple_loss=0.3143, pruned_loss=0.07825, over 12366.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05363, over 34.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3351, pruned_loss=0.094, over 2474897.36 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07276, over 20454.29 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3093, pruned_loss=0.06816, over 2154937.86 frames. utt_duration=1285 frames, utt_pad_proportion=0.05324, over 6718.28 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3375, pruned_loss=0.09718, over 2475214.03 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07381, over 21910.63 utterances.], batch size: 34, lr: 5.45e-04
2022-08-23 09:21:27,297 INFO [train.py:927] (2/8) Epoch 6, batch 4250, giga_loss[loss=0.2221, simple_loss=0.3027, pruned_loss=0.07073, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04693, over 31.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3319, pruned_loss=0.09234, over 2474467.21 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07784, over 20620.14 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3093, pruned_loss=0.06829, over 2165705.11 frames. utt_duration=1284 frames, utt_pad_proportion=0.05266, over 6752.59 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3346, pruned_loss=0.0956, over 2474950.43 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07877, over 22197.16 utterances.], batch size: 31, lr: 5.44e-04
2022-08-23 09:23:13,377 INFO [train.py:927] (2/8) Epoch 6, batch 4300, giga_loss[loss=0.2362, simple_loss=0.3258, pruned_loss=0.07331, over 12255.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02701, over 39.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3303, pruned_loss=0.09171, over 2474553.39 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07623, over 20573.89 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3091, pruned_loss=0.06819, over 2171788.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.05175, over 6753.49 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.333, pruned_loss=0.09481, over 2474993.03 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07747, over 22081.61 utterances.], batch size: 39, lr: 5.44e-04
2022-08-23 09:25:01,416 INFO [train.py:927] (2/8) Epoch 6, batch 4350, giga_loss[loss=0.2538, simple_loss=0.3284, pruned_loss=0.08962, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3291, pruned_loss=0.09095, over 2474984.51 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07611, over 20742.46 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3083, pruned_loss=0.06797, over 2177582.66 frames. utt_duration=1294 frames, utt_pad_proportion=0.05093, over 6741.50 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3322, pruned_loss=0.09396, over 2475506.45 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07741, over 22179.62 utterances.], batch size: 105, lr: 5.44e-04
2022-08-23 09:26:48,954 INFO [train.py:927] (2/8) Epoch 6, batch 4400, giga_loss[loss=0.2074, simple_loss=0.2875, pruned_loss=0.0636, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04572, over 34.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3261, pruned_loss=0.08921, over 2474030.65 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07951, over 20684.35 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3074, pruned_loss=0.06761, over 2184628.94 frames. utt_duration=1301 frames, utt_pad_proportion=0.05009, over 6722.21 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3297, pruned_loss=0.09242, over 2474706.03 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08077, over 22178.90 utterances.], batch size: 34, lr: 5.44e-04
2022-08-23 09:28:33,798 INFO [train.py:927] (2/8) Epoch 6, batch 4450, libri_loss[loss=0.1912, simple_loss=0.274, pruned_loss=0.05418, over 12188.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008211, over 30.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3239, pruned_loss=0.08875, over 2474215.02 frames. utt_duration=477.3 frames, utt_pad_proportion=0.08294, over 20796.97 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.307, pruned_loss=0.0675, over 2194498.82 frames. utt_duration=1306 frames, utt_pad_proportion=0.04903, over 6731.43 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3279, pruned_loss=0.09218, over 2474883.57 frames. utt_duration=442 frames, utt_pad_proportion=0.08439, over 22469.91 utterances.], batch size: 30, lr: 5.44e-04
2022-08-23 09:30:19,759 INFO [train.py:927] (2/8) Epoch 6, batch 4500, giga_loss[loss=0.2835, simple_loss=0.3504, pruned_loss=0.1083, over 12385.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3222, pruned_loss=0.08803, over 2474633.06 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07833, over 20908.20 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3064, pruned_loss=0.06723, over 2199793.78 frames. utt_duration=1311 frames, utt_pad_proportion=0.04827, over 6720.92 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.326, pruned_loss=0.09131, over 2475380.79 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08013, over 22487.80 utterances.], batch size: 146, lr: 5.44e-04
2022-08-23 09:32:10,760 INFO [train.py:927] (2/8) Epoch 6, batch 4550, giga_loss[loss=0.2484, simple_loss=0.3213, pruned_loss=0.08774, over 12211.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03266, over 39.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3229, pruned_loss=0.08868, over 2474306.01 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07585, over 20822.01 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3073, pruned_loss=0.06737, over 2204893.20 frames. utt_duration=1307 frames, utt_pad_proportion=0.04833, over 6753.33 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3255, pruned_loss=0.09157, over 2475227.10 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0776, over 22303.41 utterances.], batch size: 39, lr: 5.44e-04
2022-08-23 09:33:53,950 INFO [train.py:927] (2/8) Epoch 6, batch 4600, giga_loss[loss=0.2415, simple_loss=0.3312, pruned_loss=0.0759, over 12245.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.05451, over 26.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3243, pruned_loss=0.08838, over 2473161.63 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07289, over 20309.81 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3077, pruned_loss=0.06742, over 2213728.58 frames. utt_duration=1310 frames, utt_pad_proportion=0.0473, over 6767.89 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3266, pruned_loss=0.09132, over 2474296.24 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07507, over 21912.16 utterances.], batch size: 26, lr: 5.44e-04
2022-08-23 09:35:38,484 INFO [train.py:927] (2/8) Epoch 6, batch 4650, giga_loss[loss=0.2389, simple_loss=0.3205, pruned_loss=0.0787, over 12467.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02985, over 75.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3246, pruned_loss=0.08758, over 2473815.99 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06866, over 19790.58 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3082, pruned_loss=0.06755, over 2221355.11 frames. utt_duration=1307 frames, utt_pad_proportion=0.0477, over 6806.94 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3265, pruned_loss=0.09039, over 2474782.14 frames. utt_duration=464 frames, utt_pad_proportion=0.07083, over 21403.11 utterances.], batch size: 75, lr: 5.44e-04
2022-08-23 09:37:27,201 INFO [train.py:927] (2/8) Epoch 6, batch 4700, giga_loss[loss=0.2342, simple_loss=0.3127, pruned_loss=0.0778, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02788, over 80.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3249, pruned_loss=0.08855, over 2474368.21 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06947, over 20154.87 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3074, pruned_loss=0.06724, over 2226320.17 frames. utt_duration=1312 frames, utt_pad_proportion=0.047, over 6793.84 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3273, pruned_loss=0.09138, over 2475201.66 frames. utt_duration=458.3 frames, utt_pad_proportion=0.0714, over 21671.86 utterances.], batch size: 80, lr: 5.44e-04
2022-08-23 09:39:09,159 INFO [train.py:927] (2/8) Epoch 6, batch 4750, giga_loss[loss=0.3583, simple_loss=0.3939, pruned_loss=0.1613, over 12369.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3256, pruned_loss=0.08989, over 2474258.78 frames. utt_duration=495 frames, utt_pad_proportion=0.06623, over 20053.25 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3074, pruned_loss=0.06737, over 2232017.50 frames. utt_duration=1314 frames, utt_pad_proportion=0.04605, over 6799.97 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3279, pruned_loss=0.09252, over 2475334.77 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06838, over 21553.68 utterances.], batch size: 258, lr: 5.43e-04
2022-08-23 09:40:53,396 INFO [train.py:927] (2/8) Epoch 6, batch 4800, giga_loss[loss=0.3291, simple_loss=0.3867, pruned_loss=0.1358, over 12368.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06046, over 182.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3266, pruned_loss=0.09077, over 2474650.45 frames. utt_duration=496.3 frames, utt_pad_proportion=0.0649, over 20003.89 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3075, pruned_loss=0.06746, over 2239456.58 frames. utt_duration=1315 frames, utt_pad_proportion=0.04505, over 6821.72 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3289, pruned_loss=0.09345, over 2475280.86 frames. utt_duration=461 frames, utt_pad_proportion=0.06722, over 21544.84 utterances.], batch size: 182, lr: 5.43e-04
2022-08-23 09:42:34,737 INFO [train.py:927] (2/8) Epoch 6, batch 4850, giga_loss[loss=0.228, simple_loss=0.3088, pruned_loss=0.07361, over 12411.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03665, over 43.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3254, pruned_loss=0.08886, over 2474437.12 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06267, over 19152.07 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3079, pruned_loss=0.06782, over 2246260.90 frames. utt_duration=1301 frames, utt_pad_proportion=0.04927, over 6913.05 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3274, pruned_loss=0.09132, over 2475098.35 frames. utt_duration=480.9 frames, utt_pad_proportion=0.06375, over 20649.99 utterances.], batch size: 43, lr: 5.43e-04
2022-08-23 09:44:17,201 INFO [train.py:927] (2/8) Epoch 6, batch 4900, giga_loss[loss=0.2301, simple_loss=0.3045, pruned_loss=0.07785, over 12452.00 frames. utt_duration=543 frames, utt_pad_proportion=0.03205, over 92.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.0874, over 2473906.39 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07207, over 20414.85 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.06772, over 2253018.66 frames. utt_duration=1305 frames, utt_pad_proportion=0.0481, over 6912.78 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3248, pruned_loss=0.08997, over 2474431.37 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07278, over 21954.10 utterances.], batch size: 92, lr: 5.43e-04
2022-08-23 09:46:06,058 INFO [train.py:927] (2/8) Epoch 6, batch 4950, giga_loss[loss=0.2614, simple_loss=0.3275, pruned_loss=0.09765, over 12443.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0387, over 40.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.322, pruned_loss=0.08792, over 2474573.85 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07326, over 20569.87 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3082, pruned_loss=0.06794, over 2255195.75 frames. utt_duration=1301 frames, utt_pad_proportion=0.04816, over 6940.59 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3235, pruned_loss=0.08993, over 2475013.14 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0738, over 21870.89 utterances.], batch size: 40, lr: 5.43e-04
2022-08-23 09:47:53,527 INFO [train.py:927] (2/8) Epoch 6, batch 5000, giga_loss[loss=0.351, simple_loss=0.4063, pruned_loss=0.1478, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06144, over 183.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3249, pruned_loss=0.08933, over 2473545.17 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07524, over 20611.72 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3076, pruned_loss=0.0678, over 2260310.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04744, over 6936.27 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3269, pruned_loss=0.09154, over 2474173.46 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07597, over 21974.25 utterances.], batch size: 183, lr: 5.43e-04
2022-08-23 09:49:39,679 INFO [train.py:927] (2/8) Epoch 6, batch 5050, giga_loss[loss=0.2734, simple_loss=0.3299, pruned_loss=0.1084, over 12412.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03667, over 43.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.09159, over 2474596.97 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07174, over 20437.30 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.308, pruned_loss=0.06819, over 2265868.63 frames. utt_duration=1293 frames, utt_pad_proportion=0.05126, over 7017.10 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3315, pruned_loss=0.09356, over 2474849.44 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07162, over 21763.95 utterances.], batch size: 43, lr: 5.43e-04
2022-08-23 09:51:20,545 INFO [train.py:927] (2/8) Epoch 6, batch 5100, giga_loss[loss=0.2575, simple_loss=0.3275, pruned_loss=0.09375, over 12171.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.03017, over 30.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3317, pruned_loss=0.09308, over 2474679.53 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07164, over 19910.87 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.308, pruned_loss=0.06821, over 2273986.50 frames. utt_duration=1298 frames, utt_pad_proportion=0.04951, over 7014.53 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.334, pruned_loss=0.09556, over 2474962.58 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07232, over 21469.37 utterances.], batch size: 30, lr: 5.43e-04
2022-08-23 09:53:04,547 INFO [train.py:927] (2/8) Epoch 6, batch 5150, giga_loss[loss=0.2444, simple_loss=0.3167, pruned_loss=0.08601, over 12382.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02827, over 85.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3319, pruned_loss=0.09465, over 2474164.49 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07787, over 21016.80 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3073, pruned_loss=0.06811, over 2279325.76 frames. utt_duration=1304 frames, utt_pad_proportion=0.04836, over 6999.25 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3349, pruned_loss=0.09737, over 2474921.90 frames. utt_duration=439 frames, utt_pad_proportion=0.07851, over 22626.82 utterances.], batch size: 85, lr: 5.43e-04
2022-08-23 09:54:47,096 INFO [train.py:927] (2/8) Epoch 6, batch 5200, giga_loss[loss=0.3185, simple_loss=0.3623, pruned_loss=0.1373, over 12352.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2143, over 374.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3318, pruned_loss=0.09465, over 2474225.84 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07599, over 21342.45 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3083, pruned_loss=0.06816, over 2283137.32 frames. utt_duration=1307 frames, utt_pad_proportion=0.04759, over 6996.30 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3337, pruned_loss=0.09724, over 2474874.53 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07696, over 22875.24 utterances.], batch size: 374, lr: 5.43e-04
2022-08-23 09:56:30,246 INFO [train.py:927] (2/8) Epoch 6, batch 5250, libri_loss[loss=0.2477, simple_loss=0.3272, pruned_loss=0.08405, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00572, over 34.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.331, pruned_loss=0.09401, over 2473314.14 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07776, over 20898.54 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3088, pruned_loss=0.06822, over 2289178.34 frames. utt_duration=1312 frames, utt_pad_proportion=0.04619, over 6989.44 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3329, pruned_loss=0.09685, over 2474347.67 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07909, over 22581.22 utterances.], batch size: 34, lr: 5.42e-04
2022-08-23 09:58:14,356 INFO [train.py:927] (2/8) Epoch 6, batch 5300, giga_loss[loss=0.2729, simple_loss=0.3382, pruned_loss=0.1038, over 12404.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06798, over 184.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3283, pruned_loss=0.09254, over 2473633.20 frames. utt_duration=483.9 frames, utt_pad_proportion=0.0804, over 20507.93 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.309, pruned_loss=0.06842, over 2293728.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.05471, over 7144.12 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3301, pruned_loss=0.09521, over 2474463.27 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07904, over 22024.17 utterances.], batch size: 184, lr: 5.42e-04
2022-08-23 09:59:58,833 INFO [train.py:927] (2/8) Epoch 6, batch 5350, giga_loss[loss=0.2392, simple_loss=0.3171, pruned_loss=0.08071, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02708, over 42.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3281, pruned_loss=0.09192, over 2473983.07 frames. utt_duration=492.7 frames, utt_pad_proportion=0.0781, over 20146.51 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3089, pruned_loss=0.06838, over 2294549.86 frames. utt_duration=1287 frames, utt_pad_proportion=0.05449, over 7140.40 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3296, pruned_loss=0.09414, over 2474696.53 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07723, over 21390.51 utterances.], batch size: 42, lr: 5.42e-04
2022-08-23 10:01:44,707 INFO [train.py:927] (2/8) Epoch 6, batch 5400, giga_loss[loss=0.3006, simple_loss=0.3522, pruned_loss=0.1246, over 12347.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2129, over 373.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3299, pruned_loss=0.09449, over 2473714.53 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0868, over 21192.22 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3091, pruned_loss=0.06845, over 2298227.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.05372, over 7149.47 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3313, pruned_loss=0.09663, over 2474184.01 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08605, over 22406.91 utterances.], batch size: 373, lr: 5.42e-04
2022-08-23 10:03:30,588 INFO [train.py:927] (2/8) Epoch 6, batch 5450, giga_loss[loss=0.2398, simple_loss=0.3353, pruned_loss=0.07212, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02913, over 85.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3319, pruned_loss=0.09366, over 2474486.16 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08382, over 21406.64 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06848, over 2299162.28 frames. utt_duration=1287 frames, utt_pad_proportion=0.05353, over 7156.72 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3326, pruned_loss=0.09544, over 2474801.70 frames. utt_duration=443 frames, utt_pad_proportion=0.08349, over 22418.95 utterances.], batch size: 85, lr: 5.42e-04
2022-08-23 10:05:13,621 INFO [train.py:927] (2/8) Epoch 6, batch 5500, giga_loss[loss=0.2511, simple_loss=0.3297, pruned_loss=0.08628, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.02979, over 62.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3335, pruned_loss=0.09319, over 2474313.41 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07941, over 20654.68 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3097, pruned_loss=0.06837, over 2303292.01 frames. utt_duration=1290 frames, utt_pad_proportion=0.05245, over 7147.89 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3346, pruned_loss=0.09523, over 2474748.20 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07982, over 21773.96 utterances.], batch size: 62, lr: 5.42e-04
2022-08-23 10:06:59,346 INFO [train.py:927] (2/8) Epoch 6, batch 5550, giga_loss[loss=0.3145, simple_loss=0.3578, pruned_loss=0.1355, over 12343.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3369, pruned_loss=0.09699, over 2474383.99 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08318, over 21466.34 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3101, pruned_loss=0.06871, over 2305919.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.0564, over 7223.71 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3377, pruned_loss=0.09867, over 2474659.81 frames. utt_duration=442 frames, utt_pad_proportion=0.08231, over 22468.93 utterances.], batch size: 368, lr: 5.42e-04
2022-08-23 10:08:42,076 INFO [train.py:927] (2/8) Epoch 6, batch 5600, giga_loss[loss=0.2404, simple_loss=0.3193, pruned_loss=0.08072, over 12273.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02714, over 54.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3376, pruned_loss=0.09825, over 2474308.88 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08568, over 22737.23 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3101, pruned_loss=0.06888, over 2307367.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.05606, over 7213.52 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3384, pruned_loss=0.09968, over 2474726.96 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0851, over 23670.34 utterances.], batch size: 54, lr: 5.42e-04
2022-08-23 10:10:27,093 INFO [train.py:927] (2/8) Epoch 6, batch 5650, libri_loss[loss=0.2037, simple_loss=0.2828, pruned_loss=0.06227, over 12291.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.00992, over 28.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3361, pruned_loss=0.09511, over 2475087.65 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08078, over 21600.17 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3103, pruned_loss=0.06897, over 2312391.42 frames. utt_duration=1283 frames, utt_pad_proportion=0.05501, over 7220.04 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3374, pruned_loss=0.09693, over 2475368.64 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08105, over 22746.50 utterances.], batch size: 28, lr: 5.42e-04
2022-08-23 10:12:12,658 INFO [train.py:927] (2/8) Epoch 6, batch 5700, giga_loss[loss=0.2524, simple_loss=0.3281, pruned_loss=0.08837, over 12324.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03404, over 85.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3361, pruned_loss=0.09532, over 2474604.06 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07989, over 21462.83 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3103, pruned_loss=0.06936, over 2316129.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.05395, over 7208.68 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3377, pruned_loss=0.09703, over 2475096.90 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08062, over 22718.87 utterances.], batch size: 85, lr: 5.42e-04
2022-08-23 10:13:57,797 INFO [train.py:927] (2/8) Epoch 6, batch 5750, libri_loss[loss=0.257, simple_loss=0.3401, pruned_loss=0.08693, over 12312.00 frames. utt_duration=759.1 frames, utt_pad_proportion=0.1354, over 65.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3345, pruned_loss=0.09456, over 2474549.69 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07711, over 21192.51 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3108, pruned_loss=0.06965, over 2318384.30 frames. utt_duration=1268 frames, utt_pad_proportion=0.05942, over 7320.71 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3357, pruned_loss=0.09602, over 2475050.37 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07647, over 22281.95 utterances.], batch size: 65, lr: 5.41e-04
2022-08-23 10:15:43,974 INFO [train.py:927] (2/8) Epoch 6, batch 5800, giga_loss[loss=0.2646, simple_loss=0.3387, pruned_loss=0.09529, over 12361.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03302, over 104.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3316, pruned_loss=0.09322, over 2474654.42 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07834, over 21461.24 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3107, pruned_loss=0.06946, over 2323660.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.05776, over 7297.77 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3333, pruned_loss=0.09536, over 2475171.28 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07852, over 22823.35 utterances.], batch size: 104, lr: 5.41e-04
2022-08-23 10:17:27,658 INFO [train.py:927] (2/8) Epoch 6, batch 5850, giga_loss[loss=0.3309, simple_loss=0.3793, pruned_loss=0.1413, over 12383.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07163, over 213.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3294, pruned_loss=0.09249, over 2474340.91 frames. utt_duration=485 frames, utt_pad_proportion=0.07667, over 20469.47 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3108, pruned_loss=0.06955, over 2328023.11 frames. utt_duration=1276 frames, utt_pad_proportion=0.0565, over 7306.00 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3312, pruned_loss=0.09474, over 2474836.70 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07751, over 21917.02 utterances.], batch size: 213, lr: 5.41e-04
2022-08-23 10:19:10,313 INFO [train.py:927] (2/8) Epoch 6, batch 5900, libri_loss[loss=0.2176, simple_loss=0.3003, pruned_loss=0.06742, over 12220.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006638, over 31.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3258, pruned_loss=0.08897, over 2474801.24 frames. utt_duration=487 frames, utt_pad_proportion=0.07428, over 20387.20 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3108, pruned_loss=0.06959, over 2330156.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.0559, over 7313.31 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3275, pruned_loss=0.09099, over 2475262.75 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07535, over 21704.03 utterances.], batch size: 31, lr: 5.41e-04
2022-08-23 10:20:57,484 INFO [train.py:927] (2/8) Epoch 6, batch 5950, libri_loss[loss=0.2027, simple_loss=0.311, pruned_loss=0.04723, over 12266.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01125, over 28.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3254, pruned_loss=0.08839, over 2474953.93 frames. utt_duration=464.5 frames, utt_pad_proportion=0.0744, over 21382.67 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3108, pruned_loss=0.06937, over 2333532.23 frames. utt_duration=1281 frames, utt_pad_proportion=0.05483, over 7296.59 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.327, pruned_loss=0.09063, over 2475516.61 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07566, over 22766.03 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:22:39,059 INFO [train.py:927] (2/8) Epoch 6, batch 6000, giga_loss[loss=0.3155, simple_loss=0.3682, pruned_loss=0.1314, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07445, over 212.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3227, pruned_loss=0.08756, over 2475330.62 frames. utt_duration=459 frames, utt_pad_proportion=0.07702, over 21641.94 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3107, pruned_loss=0.06929, over 2339737.65 frames. utt_duration=1284 frames, utt_pad_proportion=0.053, over 7296.07 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3247, pruned_loss=0.0902, over 2475846.41 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07857, over 23341.42 utterances.], batch size: 212, lr: 5.41e-04
2022-08-23 10:22:39,060 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 10:22:52,686 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1892, simple_loss=0.2971, pruned_loss=0.04062, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 10:24:35,906 INFO [train.py:927] (2/8) Epoch 6, batch 6050, giga_loss[loss=0.2505, simple_loss=0.3286, pruned_loss=0.08622, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03488, over 86.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3239, pruned_loss=0.08791, over 2475608.12 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07355, over 21019.11 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3106, pruned_loss=0.06946, over 2342359.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.05235, over 7288.32 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3257, pruned_loss=0.09021, over 2476083.55 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07535, over 22630.28 utterances.], batch size: 86, lr: 5.41e-04
2022-08-23 10:26:17,388 INFO [train.py:927] (2/8) Epoch 6, batch 6100, giga_loss[loss=0.2292, simple_loss=0.3077, pruned_loss=0.07533, over 12074.00 frames. utt_duration=1726 frames, utt_pad_proportion=0.04574, over 28.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08865, over 2474638.62 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07652, over 21197.42 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3109, pruned_loss=0.06971, over 2348211.95 frames. utt_duration=1270 frames, utt_pad_proportion=0.05642, over 7404.49 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3263, pruned_loss=0.09112, over 2475617.53 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07699, over 23011.29 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:28:01,815 INFO [train.py:927] (2/8) Epoch 6, batch 6150, giga_loss[loss=0.2434, simple_loss=0.3146, pruned_loss=0.08609, over 12255.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03715, over 28.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3244, pruned_loss=0.08873, over 2474391.69 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07347, over 20490.48 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3111, pruned_loss=0.07004, over 2351120.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05539, over 7401.34 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.326, pruned_loss=0.09084, over 2475385.51 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07454, over 22253.73 utterances.], batch size: 28, lr: 5.41e-04
2022-08-23 10:29:46,628 INFO [train.py:927] (2/8) Epoch 6, batch 6200, giga_loss[loss=0.2986, simple_loss=0.3406, pruned_loss=0.1283, over 12340.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2003, over 367.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3253, pruned_loss=0.08905, over 2473785.07 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07807, over 20589.53 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3114, pruned_loss=0.07022, over 2354012.19 frames. utt_duration=1273 frames, utt_pad_proportion=0.05432, over 7403.22 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3267, pruned_loss=0.09099, over 2474729.58 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07905, over 22281.69 utterances.], batch size: 367, lr: 5.41e-04
2022-08-23 10:31:32,548 INFO [train.py:927] (2/8) Epoch 6, batch 6250, giga_loss[loss=0.3449, simple_loss=0.384, pruned_loss=0.1528, over 12382.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3265, pruned_loss=0.0905, over 2473768.03 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07681, over 20867.07 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3111, pruned_loss=0.07009, over 2355870.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.05349, over 7387.30 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.328, pruned_loss=0.09249, over 2474972.11 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07802, over 22457.42 utterances.], batch size: 259, lr: 5.40e-04
2022-08-23 10:33:19,828 INFO [train.py:927] (2/8) Epoch 6, batch 6300, giga_loss[loss=0.2442, simple_loss=0.314, pruned_loss=0.0872, over 12294.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03608, over 51.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3278, pruned_loss=0.09028, over 2474353.25 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0741, over 20878.31 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.311, pruned_loss=0.07001, over 2358504.77 frames. utt_duration=1281 frames, utt_pad_proportion=0.05274, over 7375.88 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3295, pruned_loss=0.0924, over 2475580.14 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07561, over 22464.85 utterances.], batch size: 51, lr: 5.40e-04
2022-08-23 10:35:07,169 INFO [train.py:927] (2/8) Epoch 6, batch 6350, giga_loss[loss=0.2267, simple_loss=0.3004, pruned_loss=0.07653, over 12429.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0364, over 37.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3267, pruned_loss=0.08991, over 2474630.68 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07462, over 21056.24 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3107, pruned_loss=0.06982, over 2361471.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.05156, over 7350.86 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3288, pruned_loss=0.09233, over 2476045.90 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07631, over 22725.07 utterances.], batch size: 37, lr: 5.40e-04
2022-08-23 10:36:50,795 INFO [train.py:927] (2/8) Epoch 6, batch 6400, giga_loss[loss=0.2389, simple_loss=0.3118, pruned_loss=0.08304, over 12355.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3251, pruned_loss=0.08887, over 2474429.44 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07457, over 20392.68 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3105, pruned_loss=0.06976, over 2366785.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.05457, over 7415.48 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3276, pruned_loss=0.09175, over 2475793.17 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0755, over 22282.66 utterances.], batch size: 91, lr: 5.40e-04
2022-08-23 10:38:34,449 INFO [train.py:927] (2/8) Epoch 6, batch 6450, giga_loss[loss=0.1928, simple_loss=0.2847, pruned_loss=0.05046, over 12408.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04151, over 26.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3248, pruned_loss=0.0894, over 2473921.92 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07439, over 20387.45 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3101, pruned_loss=0.06958, over 2369163.46 frames. utt_duration=1280 frames, utt_pad_proportion=0.05352, over 7411.14 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3275, pruned_loss=0.09227, over 2475254.68 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0756, over 22180.97 utterances.], batch size: 26, lr: 5.40e-04
2022-08-23 10:40:14,686 INFO [train.py:927] (2/8) Epoch 6, batch 6500, giga_loss[loss=0.2512, simple_loss=0.3289, pruned_loss=0.08673, over 12342.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.324, pruned_loss=0.08888, over 2473774.47 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06888, over 19872.43 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3097, pruned_loss=0.06949, over 2371721.08 frames. utt_duration=1281 frames, utt_pad_proportion=0.05354, over 7412.76 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3268, pruned_loss=0.09165, over 2474870.92 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07044, over 21575.19 utterances.], batch size: 62, lr: 5.40e-04
2022-08-23 10:42:01,776 INFO [train.py:927] (2/8) Epoch 6, batch 6550, libri_loss[loss=0.1987, simple_loss=0.2867, pruned_loss=0.05534, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005237, over 33.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3259, pruned_loss=0.0899, over 2473698.14 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06644, over 19507.55 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3098, pruned_loss=0.06972, over 2374332.68 frames. utt_duration=1286 frames, utt_pad_proportion=0.05242, over 7393.51 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3285, pruned_loss=0.09249, over 2474997.41 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06839, over 21241.68 utterances.], batch size: 33, lr: 5.40e-04
2022-08-23 10:43:41,786 INFO [train.py:927] (2/8) Epoch 6, batch 6600, giga_loss[loss=0.2491, simple_loss=0.3124, pruned_loss=0.09293, over 12355.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03245, over 51.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3255, pruned_loss=0.09025, over 2473978.25 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07279, over 19663.91 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3097, pruned_loss=0.0697, over 2377499.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.05529, over 7458.33 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3281, pruned_loss=0.09298, over 2475280.44 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07329, over 21380.17 utterances.], batch size: 51, lr: 5.40e-04
2022-08-23 10:45:23,122 INFO [train.py:927] (2/8) Epoch 6, batch 6650, giga_loss[loss=0.2592, simple_loss=0.3251, pruned_loss=0.09667, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02667, over 42.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.09046, over 2473864.03 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07927, over 19940.53 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3092, pruned_loss=0.06942, over 2380408.42 frames. utt_duration=1275 frames, utt_pad_proportion=0.05495, over 7474.45 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3286, pruned_loss=0.09346, over 2474885.06 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07951, over 21641.67 utterances.], batch size: 42, lr: 5.40e-04
2022-08-23 10:47:06,013 INFO [train.py:927] (2/8) Epoch 6, batch 6700, giga_loss[loss=0.2351, simple_loss=0.3146, pruned_loss=0.0778, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03351, over 62.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3271, pruned_loss=0.09192, over 2473168.41 frames. utt_duration=483.6 frames, utt_pad_proportion=0.08056, over 20516.98 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06934, over 2381776.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.05491, over 7485.12 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3298, pruned_loss=0.09475, over 2474398.17 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0808, over 22080.92 utterances.], batch size: 62, lr: 5.40e-04
2022-08-23 10:48:49,936 INFO [train.py:927] (2/8) Epoch 6, batch 6750, giga_loss[loss=0.2519, simple_loss=0.3238, pruned_loss=0.09004, over 12445.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04768, over 34.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.329, pruned_loss=0.09363, over 2472852.10 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07854, over 20494.81 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06935, over 2383015.89 frames. utt_duration=1272 frames, utt_pad_proportion=0.05497, over 7502.60 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3315, pruned_loss=0.09618, over 2473944.20 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07898, over 21896.61 utterances.], batch size: 34, lr: 5.39e-04
2022-08-23 10:50:32,599 INFO [train.py:927] (2/8) Epoch 6, batch 6800, libri_loss[loss=0.2458, simple_loss=0.3368, pruned_loss=0.07735, over 12272.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007534, over 37.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3308, pruned_loss=0.09419, over 2473022.07 frames. utt_duration=460.1 frames, utt_pad_proportion=0.08168, over 21570.91 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3091, pruned_loss=0.06928, over 2384766.64 frames. utt_duration=1271 frames, utt_pad_proportion=0.05494, over 7512.12 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3332, pruned_loss=0.09686, over 2474348.91 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08206, over 23000.32 utterances.], batch size: 37, lr: 5.39e-04
2022-08-23 10:52:18,914 INFO [train.py:927] (2/8) Epoch 6, batch 6850, giga_loss[loss=0.2517, simple_loss=0.3253, pruned_loss=0.08902, over 12416.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.032, over 80.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3303, pruned_loss=0.09333, over 2472678.20 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07981, over 21305.96 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3096, pruned_loss=0.06914, over 2385958.41 frames. utt_duration=1274 frames, utt_pad_proportion=0.05407, over 7498.97 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3322, pruned_loss=0.09603, over 2474247.32 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08064, over 22716.86 utterances.], batch size: 80, lr: 5.39e-04
2022-08-23 10:54:00,629 INFO [train.py:927] (2/8) Epoch 6, batch 6900, libri_loss[loss=0.216, simple_loss=0.2963, pruned_loss=0.06779, over 12457.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.006039, over 32.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3295, pruned_loss=0.09254, over 2473136.16 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07777, over 20658.10 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3097, pruned_loss=0.06896, over 2388961.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.05274, over 7477.58 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3316, pruned_loss=0.09565, over 2474400.65 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07922, over 22246.05 utterances.], batch size: 32, lr: 5.39e-04
2022-08-23 10:55:48,572 INFO [train.py:927] (2/8) Epoch 6, batch 6950, giga_loss[loss=0.2663, simple_loss=0.337, pruned_loss=0.09785, over 12335.00 frames. utt_duration=618.4 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3298, pruned_loss=0.09336, over 2474011.82 frames. utt_duration=480 frames, utt_pad_proportion=0.07471, over 20678.26 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3095, pruned_loss=0.06888, over 2391679.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.05241, over 7481.56 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3322, pruned_loss=0.09656, over 2474833.25 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07636, over 22304.44 utterances.], batch size: 80, lr: 5.39e-04
2022-08-23 10:57:34,027 INFO [train.py:927] (2/8) Epoch 6, batch 7000, giga_loss[loss=0.3452, simple_loss=0.3702, pruned_loss=0.1601, over 12363.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2162, over 375.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3329, pruned_loss=0.09741, over 2473970.33 frames. utt_duration=449.2 frames, utt_pad_proportion=0.0838, over 22102.08 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3096, pruned_loss=0.0689, over 2392622.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.05212, over 7492.70 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3349, pruned_loss=0.1002, over 2474498.73 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08469, over 23502.11 utterances.], batch size: 375, lr: 5.39e-04
2022-08-23 10:59:15,475 INFO [train.py:927] (2/8) Epoch 6, batch 7050, giga_loss[loss=0.3018, simple_loss=0.3526, pruned_loss=0.1255, over 12353.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3313, pruned_loss=0.0954, over 2474385.67 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07886, over 21313.59 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3089, pruned_loss=0.06853, over 2395985.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.051, over 7490.03 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3343, pruned_loss=0.09892, over 2474684.39 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08055, over 22945.88 utterances.], batch size: 370, lr: 5.39e-04
2022-08-23 11:00:59,202 INFO [train.py:927] (2/8) Epoch 6, batch 7100, giga_loss[loss=0.2433, simple_loss=0.3232, pruned_loss=0.08166, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02733, over 48.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.331, pruned_loss=0.09485, over 2475323.92 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07951, over 21957.95 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3088, pruned_loss=0.0685, over 2397320.79 frames. utt_duration=1281 frames, utt_pad_proportion=0.05053, over 7492.63 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3338, pruned_loss=0.09802, over 2475412.44 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08106, over 23444.36 utterances.], batch size: 48, lr: 5.39e-04
2022-08-23 11:02:42,689 INFO [train.py:927] (2/8) Epoch 6, batch 7150, giga_loss[loss=0.2328, simple_loss=0.3069, pruned_loss=0.07937, over 12402.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.02878, over 97.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3295, pruned_loss=0.0933, over 2475042.08 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0735, over 21524.99 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3086, pruned_loss=0.06834, over 2399239.76 frames. utt_duration=1286 frames, utt_pad_proportion=0.04957, over 7468.35 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3326, pruned_loss=0.0967, over 2475472.35 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07561, over 23141.16 utterances.], batch size: 97, lr: 5.39e-04
2022-08-23 11:04:27,793 INFO [train.py:927] (2/8) Epoch 6, batch 7200, giga_loss[loss=0.2334, simple_loss=0.306, pruned_loss=0.08038, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03106, over 42.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3294, pruned_loss=0.09394, over 2474825.91 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07741, over 22550.99 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3086, pruned_loss=0.06838, over 2399967.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.04916, over 7469.66 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3319, pruned_loss=0.0968, over 2475195.07 frames. utt_duration=414.8 frames, utt_pad_proportion=0.079, over 23953.10 utterances.], batch size: 42, lr: 5.39e-04
2022-08-23 11:06:13,538 INFO [train.py:927] (2/8) Epoch 6, batch 7250, giga_loss[loss=0.2592, simple_loss=0.3408, pruned_loss=0.08884, over 12417.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03245, over 80.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3249, pruned_loss=0.09119, over 2474446.96 frames. utt_duration=466.5 frames, utt_pad_proportion=0.071, over 21285.62 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3082, pruned_loss=0.06821, over 2401344.56 frames. utt_duration=1291 frames, utt_pad_proportion=0.04843, over 7449.37 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3276, pruned_loss=0.094, over 2474828.63 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07304, over 22657.08 utterances.], batch size: 80, lr: 5.38e-04
2022-08-23 11:07:59,976 INFO [train.py:927] (2/8) Epoch 6, batch 7300, libri_loss[loss=0.2361, simple_loss=0.3501, pruned_loss=0.06104, over 12444.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006619, over 35.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3249, pruned_loss=0.0911, over 2474123.41 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07246, over 20921.39 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3093, pruned_loss=0.06835, over 2402969.74 frames. utt_duration=1293 frames, utt_pad_proportion=0.04748, over 7443.19 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3264, pruned_loss=0.09374, over 2474580.07 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07452, over 22335.26 utterances.], batch size: 35, lr: 5.38e-04
2022-08-23 11:09:43,393 INFO [train.py:927] (2/8) Epoch 6, batch 7350, giga_loss[loss=0.2356, simple_loss=0.3238, pruned_loss=0.07369, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04106, over 113.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3249, pruned_loss=0.08851, over 2474851.35 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07428, over 22030.78 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3102, pruned_loss=0.06853, over 2404575.28 frames. utt_duration=1277 frames, utt_pad_proportion=0.05197, over 7543.01 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3256, pruned_loss=0.09085, over 2475061.78 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0748, over 23299.58 utterances.], batch size: 113, lr: 5.38e-04
2022-08-23 11:11:25,676 INFO [train.py:927] (2/8) Epoch 6, batch 7400, libri_loss[loss=0.2202, simple_loss=0.3101, pruned_loss=0.06514, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006733, over 36.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3224, pruned_loss=0.08556, over 2475452.09 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07368, over 22672.37 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3102, pruned_loss=0.06858, over 2406706.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05521, over 7615.40 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3234, pruned_loss=0.08788, over 2475599.49 frames. utt_duration=413.4 frames, utt_pad_proportion=0.07332, over 24036.46 utterances.], batch size: 36, lr: 5.38e-04
2022-08-23 11:13:10,622 INFO [train.py:927] (2/8) Epoch 6, batch 7450, giga_loss[loss=0.2366, simple_loss=0.32, pruned_loss=0.07666, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03308, over 40.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3191, pruned_loss=0.082, over 2475019.21 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07708, over 22823.79 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3101, pruned_loss=0.06864, over 2408576.50 frames. utt_duration=1255 frames, utt_pad_proportion=0.05838, over 7686.48 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3203, pruned_loss=0.08428, over 2475584.20 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07591, over 24340.84 utterances.], batch size: 40, lr: 5.38e-04
2022-08-23 11:14:49,348 INFO [train.py:927] (2/8) Epoch 6, batch 7500, giga_loss[loss=0.2277, simple_loss=0.3158, pruned_loss=0.06982, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02738, over 48.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3184, pruned_loss=0.07969, over 2475862.70 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07237, over 22766.39 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3101, pruned_loss=0.06861, over 2410384.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.0572, over 7673.34 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3196, pruned_loss=0.0818, over 2476175.65 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07214, over 24330.70 utterances.], batch size: 48, lr: 5.38e-04
2022-08-23 11:16:30,386 INFO [train.py:927] (2/8) Epoch 6, batch 7550, giga_loss[loss=0.2126, simple_loss=0.2918, pruned_loss=0.06666, over 12432.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04862, over 161.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3156, pruned_loss=0.07752, over 2476035.25 frames. utt_duration=414.7 frames, utt_pad_proportion=0.0747, over 23966.17 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.31, pruned_loss=0.06858, over 2410771.84 frames. utt_duration=1260 frames, utt_pad_proportion=0.05703, over 7663.98 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3166, pruned_loss=0.07924, over 2476233.36 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07447, over 25256.17 utterances.], batch size: 161, lr: 5.38e-04
2022-08-23 11:18:09,765 INFO [train.py:927] (2/8) Epoch 6, batch 7600, giga_loss[loss=0.2138, simple_loss=0.3018, pruned_loss=0.06292, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0391, over 105.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3149, pruned_loss=0.07708, over 2476408.75 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07481, over 24422.53 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3104, pruned_loss=0.0688, over 2411754.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.06141, over 7738.68 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3154, pruned_loss=0.07836, over 2476560.44 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07353, over 25609.15 utterances.], batch size: 105, lr: 5.38e-04
2022-08-23 11:19:53,331 INFO [train.py:927] (2/8) Epoch 6, batch 7650, giga_loss[loss=0.2043, simple_loss=0.2957, pruned_loss=0.05648, over 12416.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05531, over 162.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.075, over 2476585.25 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07159, over 24138.09 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3102, pruned_loss=0.06872, over 2412430.66 frames. utt_duration=1250 frames, utt_pad_proportion=0.06068, over 7728.63 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3133, pruned_loss=0.07619, over 2476977.30 frames. utt_duration=393 frames, utt_pad_proportion=0.07095, over 25305.60 utterances.], batch size: 162, lr: 5.38e-04
2022-08-23 11:21:34,105 INFO [train.py:927] (2/8) Epoch 6, batch 7700, giga_loss[loss=0.1985, simple_loss=0.292, pruned_loss=0.05249, over 12423.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3099, pruned_loss=0.07298, over 2476222.98 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06947, over 23326.66 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3102, pruned_loss=0.06874, over 2414492.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05891, over 7705.91 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3105, pruned_loss=0.07411, over 2476964.26 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06964, over 24871.57 utterances.], batch size: 75, lr: 5.38e-04
2022-08-23 11:23:16,828 INFO [train.py:927] (2/8) Epoch 6, batch 7750, giga_loss[loss=0.2487, simple_loss=0.3172, pruned_loss=0.09008, over 12375.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09493, over 255.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3072, pruned_loss=0.07163, over 2476275.69 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06685, over 23013.61 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.31, pruned_loss=0.06863, over 2415335.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.0582, over 7693.37 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3077, pruned_loss=0.07266, over 2476928.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06735, over 24442.52 utterances.], batch size: 255, lr: 5.38e-04
2022-08-23 11:25:07,769 INFO [train.py:927] (2/8) Epoch 6, batch 7800, libri_loss[loss=0.2291, simple_loss=0.3016, pruned_loss=0.07834, over 12194.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01136, over 29.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3091, pruned_loss=0.07146, over 2476334.76 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06562, over 23390.34 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3106, pruned_loss=0.06894, over 2417398.29 frames. utt_duration=1258 frames, utt_pad_proportion=0.05679, over 7697.39 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.309, pruned_loss=0.07214, over 2477193.22 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06654, over 25089.06 utterances.], batch size: 29, lr: 5.37e-04
2022-08-23 11:27:14,933 INFO [train.py:927] (2/8) Epoch 6, batch 7850, giga_loss[loss=0.3128, simple_loss=0.3585, pruned_loss=0.1335, over 12403.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09715, over 256.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3087, pruned_loss=0.07118, over 2476383.68 frames. utt_duration=428.5 frames, utt_pad_proportion=0.06341, over 23194.78 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3106, pruned_loss=0.0692, over 2417906.37 frames. utt_duration=1260 frames, utt_pad_proportion=0.0564, over 7682.45 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3086, pruned_loss=0.07151, over 2477116.71 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06441, over 24679.46 utterances.], batch size: 256, lr: 5.37e-04
2022-08-23 11:29:07,934 INFO [train.py:927] (2/8) Epoch 6, batch 7900, giga_loss[loss=0.2052, simple_loss=0.3009, pruned_loss=0.05475, over 12403.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03701, over 105.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3067, pruned_loss=0.06963, over 2476510.60 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06766, over 23973.47 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3107, pruned_loss=0.06938, over 2419112.59 frames. utt_duration=1248 frames, utt_pad_proportion=0.06051, over 7760.05 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3065, pruned_loss=0.06975, over 2477292.93 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06706, over 25443.71 utterances.], batch size: 105, lr: 5.37e-04
2022-08-23 11:31:15,033 INFO [train.py:927] (2/8) Epoch 6, batch 7950, giga_loss[loss=0.2248, simple_loss=0.3059, pruned_loss=0.07184, over 12388.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05314, over 161.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3038, pruned_loss=0.06834, over 2476716.06 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06942, over 24315.72 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3105, pruned_loss=0.06926, over 2420435.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.05932, over 7741.24 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3037, pruned_loss=0.06854, over 2477431.75 frames. utt_duration=384.3 frames, utt_pad_proportion=0.0692, over 25876.37 utterances.], batch size: 161, lr: 5.37e-04
2022-08-23 11:33:06,420 INFO [train.py:927] (2/8) Epoch 6, batch 8000, giga_loss[loss=0.2182, simple_loss=0.3039, pruned_loss=0.06623, over 12377.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02803, over 91.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3029, pruned_loss=0.06809, over 2477252.59 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06816, over 24384.06 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3109, pruned_loss=0.06947, over 2421251.17 frames. utt_duration=1238 frames, utt_pad_proportion=0.06315, over 7831.01 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3024, pruned_loss=0.06803, over 2477842.14 frames. utt_duration=386 frames, utt_pad_proportion=0.067, over 25765.55 utterances.], batch size: 91, lr: 5.37e-04
2022-08-23 11:35:21,010 INFO [train.py:927] (2/8) Epoch 6, batch 8050, giga_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05839, over 12451.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03539, over 98.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3036, pruned_loss=0.0672, over 2477014.42 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06643, over 24208.25 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3111, pruned_loss=0.06941, over 2421592.91 frames. utt_duration=1240 frames, utt_pad_proportion=0.06292, over 7823.85 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3029, pruned_loss=0.0672, over 2477412.32 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06566, over 25378.04 utterances.], batch size: 98, lr: 5.37e-04
2022-08-23 11:37:20,076 INFO [train.py:927] (2/8) Epoch 6, batch 8100, giga_loss[loss=0.1998, simple_loss=0.2917, pruned_loss=0.05396, over 12434.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03674, over 105.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3027, pruned_loss=0.06638, over 2477534.86 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06499, over 23913.92 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3118, pruned_loss=0.06962, over 2423079.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.06547, over 7889.17 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3013, pruned_loss=0.06608, over 2478005.54 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06371, over 25225.56 utterances.], batch size: 105, lr: 5.37e-04
2022-08-23 11:39:17,629 INFO [train.py:927] (2/8) Epoch 6, batch 8150, libri_loss[loss=0.19, simple_loss=0.2741, pruned_loss=0.05298, over 12393.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007184, over 31.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3051, pruned_loss=0.06616, over 2477844.44 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06523, over 24133.70 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3115, pruned_loss=0.06966, over 2424743.53 frames. utt_duration=1228 frames, utt_pad_proportion=0.065, over 7908.06 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3039, pruned_loss=0.06578, over 2478640.60 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06435, over 25753.70 utterances.], batch size: 31, lr: 5.37e-04
2022-08-23 11:41:20,691 INFO [train.py:927] (2/8) Epoch 6, batch 8200, giga_loss[loss=0.2371, simple_loss=0.3298, pruned_loss=0.07219, over 12461.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02904, over 80.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3057, pruned_loss=0.06546, over 2477489.22 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06484, over 24381.98 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3116, pruned_loss=0.06987, over 2425360.26 frames. utt_duration=1229 frames, utt_pad_proportion=0.06427, over 7903.05 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3046, pruned_loss=0.06492, over 2478469.60 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06437, over 25943.64 utterances.], batch size: 80, lr: 5.37e-04
2022-08-23 11:43:22,896 INFO [train.py:927] (2/8) Epoch 6, batch 8250, libri_loss[loss=0.2087, simple_loss=0.2975, pruned_loss=0.05992, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006712, over 34.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3056, pruned_loss=0.06534, over 2477707.96 frames. utt_duration=419 frames, utt_pad_proportion=0.06433, over 23722.55 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3116, pruned_loss=0.07002, over 2426955.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.06638, over 7938.72 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3045, pruned_loss=0.06463, over 2478685.20 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06347, over 25467.06 utterances.], batch size: 34, lr: 5.37e-04
2022-08-23 11:45:51,442 INFO [train.py:927] (2/8) Epoch 6, batch 8300, giga_loss[loss=0.2406, simple_loss=0.3219, pruned_loss=0.07969, over 12389.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3055, pruned_loss=0.0661, over 2477864.72 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06239, over 23715.30 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3109, pruned_loss=0.0697, over 2428314.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06493, over 7906.83 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3051, pruned_loss=0.0657, over 2478796.95 frames. utt_duration=389 frames, utt_pad_proportion=0.06222, over 25570.51 utterances.], batch size: 133, lr: 5.36e-04
2022-08-23 11:47:56,787 INFO [train.py:927] (2/8) Epoch 6, batch 8350, giga_loss[loss=0.1911, simple_loss=0.2809, pruned_loss=0.05068, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02918, over 55.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.06476, over 2477544.48 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06045, over 22968.92 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3111, pruned_loss=0.06984, over 2429420.26 frames. utt_duration=1231 frames, utt_pad_proportion=0.06385, over 7904.39 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3017, pruned_loss=0.06421, over 2478393.80 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06072, over 24802.03 utterances.], batch size: 55, lr: 5.36e-04
2022-08-23 11:50:03,059 INFO [train.py:927] (2/8) Epoch 6, batch 8400, giga_loss[loss=0.2, simple_loss=0.2869, pruned_loss=0.05652, over 12382.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06078, over 182.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3015, pruned_loss=0.06434, over 2477907.81 frames. utt_duration=429 frames, utt_pad_proportion=0.06249, over 23166.19 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3119, pruned_loss=0.06975, over 2430167.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06314, over 7896.85 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3001, pruned_loss=0.06392, over 2478565.36 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06275, over 24825.15 utterances.], batch size: 182, lr: 5.36e-04
2022-08-23 11:52:04,260 INFO [train.py:927] (2/8) Epoch 6, batch 8450, giga_loss[loss=0.2662, simple_loss=0.3324, pruned_loss=0.1001, over 12409.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06986, over 212.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3029, pruned_loss=0.06563, over 2477607.96 frames. utt_duration=443 frames, utt_pad_proportion=0.05899, over 22429.34 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.312, pruned_loss=0.06979, over 2431065.51 frames. utt_duration=1234 frames, utt_pad_proportion=0.0621, over 7887.98 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06518, over 2478182.08 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0597, over 24008.64 utterances.], batch size: 212, lr: 5.36e-04
2022-08-23 11:54:04,723 INFO [train.py:927] (2/8) Epoch 6, batch 8500, giga_loss[loss=0.2223, simple_loss=0.3151, pruned_loss=0.06473, over 12426.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.0318, over 122.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3027, pruned_loss=0.06621, over 2477353.78 frames. utt_duration=449.7 frames, utt_pad_proportion=0.05923, over 22095.49 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3118, pruned_loss=0.06968, over 2432378.68 frames. utt_duration=1235 frames, utt_pad_proportion=0.06145, over 7887.90 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3015, pruned_loss=0.06584, over 2478084.93 frames. utt_duration=417 frames, utt_pad_proportion=0.05998, over 23839.36 utterances.], batch size: 122, lr: 5.36e-04
2022-08-23 11:56:19,665 INFO [train.py:927] (2/8) Epoch 6, batch 8550, giga_loss[loss=0.2376, simple_loss=0.3255, pruned_loss=0.07486, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02631, over 48.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3033, pruned_loss=0.06599, over 2477311.42 frames. utt_duration=458.4 frames, utt_pad_proportion=0.05645, over 21673.93 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3111, pruned_loss=0.06938, over 2433904.47 frames. utt_duration=1239 frames, utt_pad_proportion=0.06031, over 7865.20 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3026, pruned_loss=0.06584, over 2477911.61 frames. utt_duration=422.2 frames, utt_pad_proportion=0.05758, over 23542.26 utterances.], batch size: 48, lr: 5.36e-04
2022-08-23 11:58:35,337 INFO [train.py:927] (2/8) Epoch 6, batch 8600, giga_loss[loss=0.2252, simple_loss=0.3034, pruned_loss=0.07348, over 12408.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07354, over 212.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3017, pruned_loss=0.06578, over 2477132.71 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06079, over 22660.71 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.311, pruned_loss=0.06937, over 2434757.77 frames. utt_duration=1244 frames, utt_pad_proportion=0.05896, over 7839.72 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.301, pruned_loss=0.06556, over 2477998.41 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06178, over 24584.93 utterances.], batch size: 212, lr: 5.36e-04
2022-08-23 12:00:38,682 INFO [train.py:927] (2/8) Epoch 6, batch 8650, giga_loss[loss=0.1867, simple_loss=0.2741, pruned_loss=0.04962, over 12419.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03124, over 75.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2974, pruned_loss=0.06419, over 2477437.90 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06079, over 23066.15 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.311, pruned_loss=0.06936, over 2435070.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.05848, over 7833.35 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2968, pruned_loss=0.064, over 2478219.76 frames. utt_duration=402.1 frames, utt_pad_proportion=0.0617, over 24724.61 utterances.], batch size: 75, lr: 5.36e-04
2022-08-23 12:02:31,633 INFO [train.py:927] (2/8) Epoch 6, batch 8700, giga_loss[loss=0.2419, simple_loss=0.3158, pruned_loss=0.08396, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03699, over 113.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2982, pruned_loss=0.06513, over 2477122.47 frames. utt_duration=440.3 frames, utt_pad_proportion=0.05941, over 22563.30 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3106, pruned_loss=0.06941, over 2436459.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06083, over 7872.17 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2974, pruned_loss=0.06472, over 2478394.22 frames. utt_duration=405 frames, utt_pad_proportion=0.05962, over 24550.00 utterances.], batch size: 113, lr: 5.36e-04
2022-08-23 12:04:34,165 INFO [train.py:927] (2/8) Epoch 6, batch 8750, giga_loss[loss=0.1861, simple_loss=0.2746, pruned_loss=0.0488, over 12288.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02616, over 54.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06367, over 2477727.64 frames. utt_duration=433.6 frames, utt_pad_proportion=0.05726, over 22920.57 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3106, pruned_loss=0.06939, over 2437083.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.06013, over 7855.19 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.296, pruned_loss=0.06329, over 2478723.69 frames. utt_duration=402.4 frames, utt_pad_proportion=0.05777, over 24714.48 utterances.], batch size: 54, lr: 5.36e-04
2022-08-23 12:06:45,877 INFO [train.py:927] (2/8) Epoch 6, batch 8800, giga_loss[loss=0.1884, simple_loss=0.2827, pruned_loss=0.04699, over 12420.00 frames. utt_duration=513 frames, utt_pad_proportion=0.02847, over 97.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.294, pruned_loss=0.06255, over 2477670.53 frames. utt_duration=433.5 frames, utt_pad_proportion=0.06142, over 22926.86 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3096, pruned_loss=0.06895, over 2437807.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.05891, over 7811.10 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06247, over 2478846.99 frames. utt_duration=400.7 frames, utt_pad_proportion=0.0619, over 24816.57 utterances.], batch size: 97, lr: 5.36e-04
2022-08-23 12:08:53,839 INFO [train.py:927] (2/8) Epoch 6, batch 8850, giga_loss[loss=0.2079, simple_loss=0.2915, pruned_loss=0.06212, over 12428.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.0488, over 147.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2944, pruned_loss=0.0626, over 2477631.91 frames. utt_duration=439.3 frames, utt_pad_proportion=0.06151, over 22619.35 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3095, pruned_loss=0.06872, over 2438405.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05793, over 7784.11 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2941, pruned_loss=0.06259, over 2478942.63 frames. utt_duration=406.2 frames, utt_pad_proportion=0.0622, over 24480.85 utterances.], batch size: 147, lr: 5.35e-04
2022-08-23 12:10:51,389 INFO [train.py:927] (2/8) Epoch 6, batch 8900, giga_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06242, over 12396.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03813, over 105.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06332, over 2478098.23 frames. utt_duration=424.5 frames, utt_pad_proportion=0.062, over 23417.34 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3095, pruned_loss=0.06874, over 2438848.29 frames. utt_duration=1256 frames, utt_pad_proportion=0.05732, over 7775.35 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2946, pruned_loss=0.06322, over 2479272.50 frames. utt_duration=396 frames, utt_pad_proportion=0.0627, over 25114.99 utterances.], batch size: 105, lr: 5.35e-04
2022-08-23 12:12:50,899 INFO [train.py:927] (2/8) Epoch 6, batch 8950, libri_loss[loss=0.2003, simple_loss=0.277, pruned_loss=0.06181, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.009478, over 28.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2972, pruned_loss=0.06369, over 2478112.29 frames. utt_duration=412.9 frames, utt_pad_proportion=0.0684, over 24077.14 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3099, pruned_loss=0.06918, over 2440064.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.06432, over 7905.61 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2959, pruned_loss=0.06301, over 2479384.35 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06673, over 25910.34 utterances.], batch size: 28, lr: 5.35e-04
2022-08-23 12:14:46,340 INFO [train.py:927] (2/8) Epoch 6, batch 9000, giga_loss[loss=0.2235, simple_loss=0.3002, pruned_loss=0.07343, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09432, over 255.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2989, pruned_loss=0.06383, over 2477835.48 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06757, over 23601.02 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3095, pruned_loss=0.06881, over 2441346.62 frames. utt_duration=1232 frames, utt_pad_proportion=0.06551, over 7938.57 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2977, pruned_loss=0.06337, over 2479358.19 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06592, over 25793.00 utterances.], batch size: 255, lr: 5.35e-04
2022-08-23 12:14:46,341 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 12:14:59,975 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1857, simple_loss=0.2949, pruned_loss=0.0382, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 12:16:59,384 INFO [train.py:927] (2/8) Epoch 6, batch 9050, giga_loss[loss=0.188, simple_loss=0.2775, pruned_loss=0.04928, over 12362.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03308, over 62.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.297, pruned_loss=0.06293, over 2477645.57 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06634, over 23760.04 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3086, pruned_loss=0.06835, over 2442073.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.06451, over 7894.66 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2967, pruned_loss=0.06284, over 2479011.66 frames. utt_duration=384.1 frames, utt_pad_proportion=0.0654, over 25898.61 utterances.], batch size: 62, lr: 5.35e-04
2022-08-23 12:18:55,931 INFO [train.py:927] (2/8) Epoch 6, batch 9100, giga_loss[loss=0.1841, simple_loss=0.2546, pruned_loss=0.05682, over 12309.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02743, over 45.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2953, pruned_loss=0.06224, over 2477217.06 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06497, over 23477.24 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3087, pruned_loss=0.06822, over 2442840.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.063, over 7878.01 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2945, pruned_loss=0.06213, over 2478553.25 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06474, over 25625.29 utterances.], batch size: 45, lr: 5.35e-04
2022-08-23 12:21:00,688 INFO [train.py:927] (2/8) Epoch 6, batch 9150, libri_loss[loss=0.2565, simple_loss=0.3758, pruned_loss=0.06856, over 12448.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03414, over 46.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2963, pruned_loss=0.06257, over 2477530.90 frames. utt_duration=410 frames, utt_pad_proportion=0.06902, over 24240.06 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3088, pruned_loss=0.06806, over 2443475.68 frames. utt_duration=1241 frames, utt_pad_proportion=0.06269, over 7887.76 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2953, pruned_loss=0.06253, over 2478475.38 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06868, over 26145.70 utterances.], batch size: 46, lr: 5.35e-04
2022-08-23 12:23:00,039 INFO [train.py:927] (2/8) Epoch 6, batch 9200, giga_loss[loss=0.225, simple_loss=0.3114, pruned_loss=0.06924, over 12449.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04514, over 161.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2981, pruned_loss=0.06368, over 2477592.22 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06793, over 24950.55 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3091, pruned_loss=0.06809, over 2443809.51 frames. utt_duration=1241 frames, utt_pad_proportion=0.06219, over 7884.90 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.297, pruned_loss=0.06359, over 2478335.70 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06787, over 26596.22 utterances.], batch size: 161, lr: 5.35e-04
2022-08-23 12:24:58,384 INFO [train.py:927] (2/8) Epoch 6, batch 9250, giga_loss[loss=0.2373, simple_loss=0.3214, pruned_loss=0.07663, over 12387.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06565, over 183.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3019, pruned_loss=0.06529, over 2478233.04 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06972, over 25570.97 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06846, over 2444799.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06514, over 7960.34 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3003, pruned_loss=0.06482, over 2478691.77 frames. utt_duration=365.9 frames, utt_pad_proportion=0.06887, over 27186.08 utterances.], batch size: 183, lr: 5.35e-04
2022-08-23 12:27:16,903 INFO [train.py:927] (2/8) Epoch 6, batch 9300, giga_loss[loss=0.2057, simple_loss=0.2901, pruned_loss=0.06063, over 12238.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.02941, over 39.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3012, pruned_loss=0.06466, over 2478465.21 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06776, over 24877.10 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3097, pruned_loss=0.06841, over 2445425.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.06569, over 8011.01 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2999, pruned_loss=0.06427, over 2478855.89 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06701, over 26422.80 utterances.], batch size: 39, lr: 5.35e-04
2022-08-23 12:29:17,075 INFO [train.py:927] (2/8) Epoch 6, batch 9350, giga_loss[loss=0.2192, simple_loss=0.3007, pruned_loss=0.06886, over 12402.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04103, over 133.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2994, pruned_loss=0.06439, over 2478455.00 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07244, over 25877.29 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3093, pruned_loss=0.06825, over 2446006.40 frames. utt_duration=1227 frames, utt_pad_proportion=0.0648, over 7986.05 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2986, pruned_loss=0.06416, over 2478836.48 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07191, over 27446.47 utterances.], batch size: 133, lr: 5.34e-04
2022-08-23 12:31:20,630 INFO [train.py:927] (2/8) Epoch 6, batch 9400, giga_loss[loss=0.2208, simple_loss=0.3018, pruned_loss=0.06989, over 12414.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06159, over 211.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2993, pruned_loss=0.06515, over 2478327.82 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06751, over 25004.90 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3092, pruned_loss=0.06829, over 2446932.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.0631, over 7956.90 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2983, pruned_loss=0.06482, over 2478824.42 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06787, over 26867.27 utterances.], batch size: 211, lr: 5.34e-04
2022-08-23 12:33:17,266 INFO [train.py:927] (2/8) Epoch 6, batch 9450, giga_loss[loss=0.2009, simple_loss=0.2918, pruned_loss=0.05498, over 12381.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04545, over 146.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2986, pruned_loss=0.06419, over 2478519.65 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06639, over 24700.99 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3092, pruned_loss=0.06829, over 2447851.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.06574, over 8020.52 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2975, pruned_loss=0.06384, over 2478921.04 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0661, over 26588.64 utterances.], batch size: 146, lr: 5.34e-04
2022-08-23 12:35:16,786 INFO [train.py:927] (2/8) Epoch 6, batch 9500, giga_loss[loss=0.2147, simple_loss=0.3042, pruned_loss=0.0626, over 12384.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05512, over 181.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2991, pruned_loss=0.06308, over 2478051.19 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06355, over 23921.11 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3088, pruned_loss=0.06816, over 2448286.34 frames. utt_duration=1225 frames, utt_pad_proportion=0.06475, over 8001.01 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2983, pruned_loss=0.06279, over 2478758.66 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06378, over 25881.73 utterances.], batch size: 181, lr: 5.34e-04
2022-08-23 12:37:34,462 INFO [train.py:927] (2/8) Epoch 6, batch 9550, giga_loss[loss=0.2087, simple_loss=0.2997, pruned_loss=0.05885, over 12427.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2994, pruned_loss=0.06287, over 2477700.29 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06679, over 24197.97 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3084, pruned_loss=0.06796, over 2448242.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.06494, over 8005.95 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.299, pruned_loss=0.06275, over 2478667.72 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06672, over 25949.21 utterances.], batch size: 105, lr: 5.34e-04
2022-08-23 12:39:40,641 INFO [train.py:927] (2/8) Epoch 6, batch 9600, giga_loss[loss=0.225, simple_loss=0.3118, pruned_loss=0.0691, over 12438.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0292, over 122.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2995, pruned_loss=0.06272, over 2477432.47 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06533, over 23967.96 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.308, pruned_loss=0.06772, over 2448653.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.06391, over 7990.13 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2993, pruned_loss=0.06269, over 2478627.06 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06569, over 25840.01 utterances.], batch size: 122, lr: 5.34e-04
2022-08-23 12:41:53,592 INFO [train.py:927] (2/8) Epoch 6, batch 9650, giga_loss[loss=0.2137, simple_loss=0.2998, pruned_loss=0.06377, over 12439.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.057, over 182.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2999, pruned_loss=0.0627, over 2477480.35 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06381, over 24626.95 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3076, pruned_loss=0.06755, over 2448634.34 frames. utt_duration=1234 frames, utt_pad_proportion=0.06282, over 7945.82 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2999, pruned_loss=0.06272, over 2479074.52 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06448, over 26519.57 utterances.], batch size: 182, lr: 5.34e-04
2022-08-23 12:44:10,175 INFO [train.py:927] (2/8) Epoch 6, batch 9700, giga_loss[loss=0.2101, simple_loss=0.2939, pruned_loss=0.06311, over 12146.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03532, over 36.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3026, pruned_loss=0.06395, over 2477326.18 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06415, over 24080.34 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3074, pruned_loss=0.06777, over 2449518.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.06618, over 8009.08 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3025, pruned_loss=0.0636, over 2478842.83 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06364, over 26140.21 utterances.], batch size: 36, lr: 5.34e-04
2022-08-23 12:46:26,809 INFO [train.py:927] (2/8) Epoch 6, batch 9750, giga_loss[loss=0.2307, simple_loss=0.3117, pruned_loss=0.07488, over 12378.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2992, pruned_loss=0.06229, over 2477041.18 frames. utt_duration=440.4 frames, utt_pad_proportion=0.05991, over 22557.30 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3064, pruned_loss=0.06737, over 2450051.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.065, over 7959.25 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2999, pruned_loss=0.06224, over 2478528.55 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06012, over 24657.19 utterances.], batch size: 113, lr: 5.34e-04
2022-08-23 12:48:30,428 INFO [train.py:927] (2/8) Epoch 6, batch 9800, giga_loss[loss=0.2448, simple_loss=0.3218, pruned_loss=0.0839, over 12410.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04371, over 146.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2978, pruned_loss=0.06092, over 2477420.46 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06293, over 22992.96 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3065, pruned_loss=0.06738, over 2450458.25 frames. utt_duration=1234 frames, utt_pad_proportion=0.06428, over 7950.96 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2981, pruned_loss=0.06079, over 2478594.50 frames. utt_duration=400 frames, utt_pad_proportion=0.06308, over 24860.58 utterances.], batch size: 146, lr: 5.34e-04
2022-08-23 12:50:30,309 INFO [train.py:927] (2/8) Epoch 6, batch 9850, libri_loss[loss=0.2146, simple_loss=0.3071, pruned_loss=0.06106, over 12405.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.07288, over 52.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2996, pruned_loss=0.06156, over 2478143.71 frames. utt_duration=435.4 frames, utt_pad_proportion=0.06101, over 22825.93 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3066, pruned_loss=0.06734, over 2451251.51 frames. utt_duration=1233 frames, utt_pad_proportion=0.06371, over 7960.06 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2995, pruned_loss=0.0613, over 2479215.73 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06136, over 24772.50 utterances.], batch size: 52, lr: 5.34e-04
2022-08-23 12:52:18,998 INFO [train.py:927] (2/8) Epoch 6, batch 9900, giga_loss[loss=0.205, simple_loss=0.288, pruned_loss=0.06098, over 12391.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03501, over 113.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.3, pruned_loss=0.0626, over 2478595.76 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06674, over 24357.17 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.06738, over 2451389.25 frames. utt_duration=1232 frames, utt_pad_proportion=0.06356, over 7966.26 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2997, pruned_loss=0.06234, over 2479432.09 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0667, over 25942.65 utterances.], batch size: 113, lr: 5.33e-04
2022-08-23 12:54:11,695 INFO [train.py:927] (2/8) Epoch 6, batch 9950, giga_loss[loss=0.2088, simple_loss=0.3006, pruned_loss=0.05848, over 12422.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03848, over 133.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2999, pruned_loss=0.06322, over 2478772.83 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06623, over 24298.34 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3073, pruned_loss=0.06763, over 2452097.43 frames. utt_duration=1231 frames, utt_pad_proportion=0.06324, over 7978.06 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.299, pruned_loss=0.06267, over 2479406.92 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06635, over 25934.13 utterances.], batch size: 133, lr: 5.33e-04
2022-08-23 12:55:54,660 INFO [train.py:927] (2/8) Epoch 6, batch 10000, giga_loss[loss=0.238, simple_loss=0.3244, pruned_loss=0.07586, over 12286.00 frames. utt_duration=911.3 frames, utt_pad_proportion=0.02639, over 54.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3072, pruned_loss=0.06769, over 2478147.57 frames. utt_duration=429 frames, utt_pad_proportion=0.06702, over 23173.80 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3074, pruned_loss=0.06776, over 2452662.49 frames. utt_duration=1224 frames, utt_pad_proportion=0.06671, over 8024.71 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3064, pruned_loss=0.06711, over 2478732.72 frames. utt_duration=401 frames, utt_pad_proportion=0.06619, over 24803.83 utterances.], batch size: 54, lr: 5.33e-04
2022-08-23 12:57:38,048 INFO [train.py:927] (2/8) Epoch 6, batch 10050, giga_loss[loss=0.2062, simple_loss=0.2862, pruned_loss=0.06315, over 12471.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02925, over 55.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3079, pruned_loss=0.06851, over 2476693.59 frames. utt_duration=468.9 frames, utt_pad_proportion=0.06226, over 21186.49 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.06735, over 2452633.67 frames. utt_duration=1230 frames, utt_pad_proportion=0.06564, over 7983.56 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3078, pruned_loss=0.06841, over 2477715.74 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06218, over 22832.31 utterances.], batch size: 55, lr: 5.33e-04
2022-08-23 12:59:20,893 INFO [train.py:927] (2/8) Epoch 6, batch 10100, giga_loss[loss=0.1845, simple_loss=0.2671, pruned_loss=0.05098, over 12355.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.0293, over 91.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3018, pruned_loss=0.06686, over 2476064.27 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06358, over 20591.90 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.307, pruned_loss=0.06735, over 2452869.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06487, over 7969.85 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3014, pruned_loss=0.0668, over 2476998.64 frames. utt_duration=450 frames, utt_pad_proportion=0.06368, over 22082.98 utterances.], batch size: 91, lr: 5.33e-04
2022-08-23 13:01:02,202 INFO [train.py:927] (2/8) Epoch 6, batch 10150, giga_loss[loss=0.1942, simple_loss=0.2732, pruned_loss=0.05763, over 12422.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2936, pruned_loss=0.06401, over 2474896.15 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06415, over 20256.00 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3069, pruned_loss=0.06732, over 2453446.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06357, over 7963.83 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2931, pruned_loss=0.06391, over 2475731.97 frames. utt_duration=455.4 frames, utt_pad_proportion=0.06464, over 21808.58 utterances.], batch size: 162, lr: 5.33e-04
2022-08-23 13:02:43,320 INFO [train.py:927] (2/8) Epoch 6, batch 10200, giga_loss[loss=0.1846, simple_loss=0.2587, pruned_loss=0.05526, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2871, pruned_loss=0.06211, over 2474224.77 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06609, over 20276.14 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3069, pruned_loss=0.06732, over 2453995.13 frames. utt_duration=1234 frames, utt_pad_proportion=0.06295, over 7966.38 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2866, pruned_loss=0.06197, over 2474673.94 frames. utt_duration=458.1 frames, utt_pad_proportion=0.06658, over 21671.40 utterances.], batch size: 42, lr: 5.33e-04
2022-08-23 13:04:25,689 INFO [train.py:927] (2/8) Epoch 6, batch 10250, giga_loss[loss=0.1542, simple_loss=0.2387, pruned_loss=0.03479, over 12332.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2818, pruned_loss=0.05973, over 2474332.94 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06154, over 19073.00 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3067, pruned_loss=0.06718, over 2454053.77 frames. utt_duration=1236 frames, utt_pad_proportion=0.06247, over 7953.75 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2814, pruned_loss=0.05969, over 2474815.83 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06238, over 20281.95 utterances.], batch size: 51, lr: 5.33e-04
2022-08-23 13:06:08,781 INFO [train.py:927] (2/8) Epoch 6, batch 10300, giga_loss[loss=0.1655, simple_loss=0.246, pruned_loss=0.04248, over 12368.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03167, over 51.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2774, pruned_loss=0.05788, over 2474050.53 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06199, over 18948.30 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.307, pruned_loss=0.06714, over 2454205.71 frames. utt_duration=1240 frames, utt_pad_proportion=0.06166, over 7923.89 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2762, pruned_loss=0.05774, over 2474660.51 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06294, over 20141.16 utterances.], batch size: 51, lr: 5.33e-04
2022-08-23 13:07:51,566 INFO [train.py:927] (2/8) Epoch 6, batch 10350, giga_loss[loss=0.1969, simple_loss=0.2725, pruned_loss=0.06065, over 12433.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03705, over 86.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2734, pruned_loss=0.05634, over 2474005.00 frames. utt_duration=554.4 frames, utt_pad_proportion=0.0578, over 17896.56 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3071, pruned_loss=0.06739, over 2454160.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06128, over 7921.69 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2717, pruned_loss=0.05578, over 2474997.05 frames. utt_duration=520.1 frames, utt_pad_proportion=0.05897, over 19088.20 utterances.], batch size: 86, lr: 5.33e-04
2022-08-23 13:09:35,309 INFO [train.py:927] (2/8) Epoch 6, batch 10400, giga_loss[loss=0.1568, simple_loss=0.231, pruned_loss=0.04126, over 12122.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03746, over 30.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2692, pruned_loss=0.05476, over 2474061.93 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05604, over 17479.84 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3072, pruned_loss=0.06762, over 2454722.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.06422, over 7979.31 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2669, pruned_loss=0.05387, over 2474795.63 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05606, over 18599.04 utterances.], batch size: 30, lr: 5.32e-04
2022-08-23 13:11:17,967 INFO [train.py:927] (2/8) Epoch 6, batch 10450, giga_loss[loss=0.2622, simple_loss=0.3395, pruned_loss=0.0924, over 12419.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03373, over 80.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2732, pruned_loss=0.05729, over 2473240.54 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05911, over 17692.83 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3073, pruned_loss=0.06764, over 2454752.25 frames. utt_duration=1236 frames, utt_pad_proportion=0.06299, over 7953.10 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2705, pruned_loss=0.0563, over 2474208.10 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05934, over 18817.25 utterances.], batch size: 80, lr: 5.32e-04
2022-08-23 13:13:01,436 INFO [train.py:927] (2/8) Epoch 6, batch 10500, libri_loss[loss=0.2307, simple_loss=0.3323, pruned_loss=0.06458, over 12216.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007126, over 31.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2858, pruned_loss=0.06402, over 2472937.40 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06144, over 17890.76 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.06781, over 2454950.86 frames. utt_duration=1241 frames, utt_pad_proportion=0.06181, over 7921.57 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2826, pruned_loss=0.06296, over 2473951.68 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06198, over 19057.58 utterances.], batch size: 31, lr: 5.32e-04
2022-08-23 13:14:49,192 INFO [train.py:927] (2/8) Epoch 6, batch 10550, giga_loss[loss=0.2568, simple_loss=0.3353, pruned_loss=0.08918, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03818, over 123.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2933, pruned_loss=0.06658, over 2472907.49 frames. utt_duration=563 frames, utt_pad_proportion=0.05753, over 17615.50 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3079, pruned_loss=0.06788, over 2455289.55 frames. utt_duration=1242 frames, utt_pad_proportion=0.06104, over 7914.79 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2905, pruned_loss=0.06565, over 2473636.77 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05846, over 18675.53 utterances.], batch size: 123, lr: 5.32e-04
2022-08-23 13:16:33,800 INFO [train.py:927] (2/8) Epoch 6, batch 10600, giga_loss[loss=0.205, simple_loss=0.2821, pruned_loss=0.06396, over 12256.00 frames. utt_duration=1887 frames, utt_pad_proportion=0.05471, over 26.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2965, pruned_loss=0.0673, over 2472801.47 frames. utt_duration=548 frames, utt_pad_proportion=0.05865, over 18097.51 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3079, pruned_loss=0.06788, over 2455289.55 frames. utt_duration=1242 frames, utt_pad_proportion=0.06104, over 7914.79 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2943, pruned_loss=0.06658, over 2473369.07 frames. utt_duration=524.3 frames, utt_pad_proportion=0.05931, over 18922.54 utterances.], batch size: 26, lr: 5.32e-04
2022-08-23 13:18:19,065 INFO [train.py:927] (2/8) Epoch 6, batch 10650, giga_loss[loss=0.2399, simple_loss=0.3175, pruned_loss=0.08108, over 12153.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.0418, over 33.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3009, pruned_loss=0.06964, over 2472275.34 frames. utt_duration=572.9 frames, utt_pad_proportion=0.0557, over 17306.42 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3081, pruned_loss=0.06798, over 2455544.90 frames. utt_duration=1242 frames, utt_pad_proportion=0.06045, over 7919.09 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2989, pruned_loss=0.06899, over 2472722.76 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05658, over 18093.12 utterances.], batch size: 33, lr: 5.32e-04
2022-08-23 13:19:59,170 INFO [train.py:927] (2/8) Epoch 6, batch 10700, giga_loss[loss=0.2587, simple_loss=0.3345, pruned_loss=0.09144, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3059, pruned_loss=0.07176, over 2472440.90 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05618, over 17181.75 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3081, pruned_loss=0.06795, over 2456090.97 frames. utt_duration=1243 frames, utt_pad_proportion=0.05926, over 7915.14 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3042, pruned_loss=0.07133, over 2472672.49 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05731, over 18021.21 utterances.], batch size: 97, lr: 5.32e-04
2022-08-23 13:21:42,249 INFO [train.py:927] (2/8) Epoch 6, batch 10750, giga_loss[loss=0.2379, simple_loss=0.324, pruned_loss=0.07587, over 12454.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3101, pruned_loss=0.0729, over 2472554.11 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05544, over 17363.53 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.309, pruned_loss=0.06815, over 2456364.77 frames. utt_duration=1241 frames, utt_pad_proportion=0.05902, over 7924.88 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3079, pruned_loss=0.07246, over 2472788.06 frames. utt_duration=545 frames, utt_pad_proportion=0.05644, over 18198.87 utterances.], batch size: 55, lr: 5.32e-04
2022-08-23 13:23:25,140 INFO [train.py:927] (2/8) Epoch 6, batch 10800, giga_loss[loss=0.1801, simple_loss=0.284, pruned_loss=0.0381, over 12350.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03333, over 62.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3115, pruned_loss=0.0724, over 2471670.55 frames. utt_duration=571 frames, utt_pad_proportion=0.05749, over 17359.63 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3091, pruned_loss=0.06813, over 2456461.01 frames. utt_duration=1235 frames, utt_pad_proportion=0.06284, over 7967.91 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3097, pruned_loss=0.07219, over 2472188.21 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05668, over 18256.60 utterances.], batch size: 62, lr: 5.32e-04
2022-08-23 13:25:06,631 INFO [train.py:927] (2/8) Epoch 6, batch 10850, giga_loss[loss=0.2088, simple_loss=0.298, pruned_loss=0.05982, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0329, over 43.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3111, pruned_loss=0.07176, over 2472995.70 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05389, over 16908.27 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3082, pruned_loss=0.06759, over 2456545.41 frames. utt_duration=1243 frames, utt_pad_proportion=0.06154, over 7917.52 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3104, pruned_loss=0.07217, over 2473747.15 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05385, over 17906.63 utterances.], batch size: 43, lr: 5.32e-04
2022-08-23 13:26:50,118 INFO [train.py:927] (2/8) Epoch 6, batch 10900, giga_loss[loss=0.2553, simple_loss=0.3312, pruned_loss=0.08974, over 12449.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0388, over 114.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3132, pruned_loss=0.07513, over 2472703.61 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05984, over 17577.41 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3081, pruned_loss=0.06743, over 2456127.34 frames. utt_duration=1246 frames, utt_pad_proportion=0.0605, over 7894.19 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3129, pruned_loss=0.07578, over 2474145.36 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05991, over 18667.17 utterances.], batch size: 114, lr: 5.32e-04
2022-08-23 13:28:35,934 INFO [train.py:927] (2/8) Epoch 6, batch 10950, giga_loss[loss=0.236, simple_loss=0.3114, pruned_loss=0.08026, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03646, over 40.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3141, pruned_loss=0.07722, over 2472845.24 frames. utt_duration=577.8 frames, utt_pad_proportion=0.0567, over 17162.47 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.308, pruned_loss=0.06741, over 2456279.49 frames. utt_duration=1244 frames, utt_pad_proportion=0.06079, over 7910.30 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.314, pruned_loss=0.07781, over 2473989.79 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05679, over 18085.58 utterances.], batch size: 40, lr: 5.31e-04
2022-08-23 13:30:18,695 INFO [train.py:927] (2/8) Epoch 6, batch 11000, giga_loss[loss=0.303, simple_loss=0.3582, pruned_loss=0.1239, over 12361.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3134, pruned_loss=0.07721, over 2472984.54 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06022, over 17810.30 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3074, pruned_loss=0.06711, over 2456413.25 frames. utt_duration=1249 frames, utt_pad_proportion=0.05948, over 7876.21 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.314, pruned_loss=0.07826, over 2474300.75 frames. utt_duration=525.5 frames, utt_pad_proportion=0.0606, over 18888.38 utterances.], batch size: 258, lr: 5.31e-04
2022-08-23 13:32:05,734 INFO [train.py:927] (2/8) Epoch 6, batch 11050, giga_loss[loss=0.1963, simple_loss=0.2834, pruned_loss=0.05463, over 12341.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02777, over 66.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3109, pruned_loss=0.07543, over 2473284.69 frames. utt_duration=543 frames, utt_pad_proportion=0.06022, over 18271.19 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3075, pruned_loss=0.06716, over 2456366.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05925, over 7870.83 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07623, over 2474442.56 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06061, over 19171.20 utterances.], batch size: 66, lr: 5.31e-04
2022-08-23 13:33:51,502 INFO [train.py:927] (2/8) Epoch 6, batch 11100, giga_loss[loss=0.2093, simple_loss=0.2899, pruned_loss=0.06435, over 12394.00 frames. utt_duration=584.8 frames, utt_pad_proportion=0.02859, over 85.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3063, pruned_loss=0.07303, over 2473717.57 frames. utt_duration=538 frames, utt_pad_proportion=0.06324, over 18443.54 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3075, pruned_loss=0.06707, over 2456882.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.05801, over 7858.82 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3066, pruned_loss=0.07396, over 2474644.26 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06386, over 19453.91 utterances.], batch size: 85, lr: 5.31e-04
2022-08-23 13:35:37,210 INFO [train.py:927] (2/8) Epoch 6, batch 11150, giga_loss[loss=0.2032, simple_loss=0.2822, pruned_loss=0.06204, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03798, over 40.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3032, pruned_loss=0.07199, over 2474290.05 frames. utt_duration=506.5 frames, utt_pad_proportion=0.0699, over 19598.49 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3083, pruned_loss=0.06702, over 2457205.39 frames. utt_duration=1252 frames, utt_pad_proportion=0.05748, over 7859.61 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3027, pruned_loss=0.07286, over 2475050.32 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07039, over 20619.11 utterances.], batch size: 40, lr: 5.31e-04
2022-08-23 13:37:18,435 INFO [train.py:927] (2/8) Epoch 6, batch 11200, libri_loss[loss=0.2178, simple_loss=0.3081, pruned_loss=0.06373, over 12350.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.0169, over 41.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3018, pruned_loss=0.07116, over 2473093.83 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07076, over 19046.15 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3081, pruned_loss=0.06712, over 2457260.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.05624, over 7827.34 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3014, pruned_loss=0.07189, over 2474101.66 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0717, over 20207.41 utterances.], batch size: 41, lr: 5.31e-04
2022-08-23 13:39:01,574 INFO [train.py:927] (2/8) Epoch 6, batch 11250, giga_loss[loss=0.179, simple_loss=0.2629, pruned_loss=0.04755, over 12317.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03519, over 58.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.299, pruned_loss=0.07012, over 2473587.91 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06863, over 18726.61 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3081, pruned_loss=0.06717, over 2457518.94 frames. utt_duration=1257 frames, utt_pad_proportion=0.05594, over 7827.11 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.2986, pruned_loss=0.07068, over 2474298.16 frames. utt_duration=503 frames, utt_pad_proportion=0.06965, over 19736.14 utterances.], batch size: 58, lr: 5.31e-04
2022-08-23 13:40:41,863 INFO [train.py:927] (2/8) Epoch 6, batch 11300, giga_loss[loss=0.1824, simple_loss=0.2698, pruned_loss=0.04752, over 12349.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2961, pruned_loss=0.06901, over 2473733.24 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06986, over 19004.29 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3078, pruned_loss=0.06717, over 2457905.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.05456, over 7793.55 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2957, pruned_loss=0.06952, over 2474482.57 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07119, over 20184.61 utterances.], batch size: 66, lr: 5.31e-04
2022-08-23 13:42:22,576 INFO [train.py:927] (2/8) Epoch 6, batch 11350, giga_loss[loss=0.203, simple_loss=0.2803, pruned_loss=0.06283, over 12415.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2934, pruned_loss=0.06771, over 2472731.42 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06918, over 18566.49 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3071, pruned_loss=0.0669, over 2457878.86 frames. utt_duration=1260 frames, utt_pad_proportion=0.05781, over 7809.37 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2931, pruned_loss=0.06845, over 2474069.40 frames. utt_duration=495.4 frames, utt_pad_proportion=0.0695, over 20035.20 utterances.], batch size: 133, lr: 5.31e-04
2022-08-23 13:44:04,976 INFO [train.py:927] (2/8) Epoch 6, batch 11400, giga_loss[loss=0.2059, simple_loss=0.2794, pruned_loss=0.06616, over 12448.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03446, over 86.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2894, pruned_loss=0.06626, over 2472431.42 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06685, over 17504.04 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.307, pruned_loss=0.06687, over 2457925.72 frames. utt_duration=1258 frames, utt_pad_proportion=0.05812, over 7824.34 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.289, pruned_loss=0.06686, over 2473625.32 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06721, over 18785.61 utterances.], batch size: 86, lr: 5.31e-04
2022-08-23 13:45:47,603 INFO [train.py:927] (2/8) Epoch 6, batch 11450, giga_loss[loss=0.1969, simple_loss=0.2766, pruned_loss=0.05858, over 12445.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04094, over 146.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2871, pruned_loss=0.0651, over 2472118.07 frames. utt_duration=589 frames, utt_pad_proportion=0.06228, over 16832.02 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3073, pruned_loss=0.06685, over 2458050.79 frames. utt_duration=1260 frames, utt_pad_proportion=0.05768, over 7813.13 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2863, pruned_loss=0.06558, over 2473062.01 frames. utt_duration=553 frames, utt_pad_proportion=0.06304, over 17935.75 utterances.], batch size: 146, lr: 5.31e-04
2022-08-23 13:47:30,829 INFO [train.py:927] (2/8) Epoch 6, batch 11500, giga_loss[loss=0.261, simple_loss=0.3395, pruned_loss=0.09126, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03037, over 75.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2891, pruned_loss=0.06615, over 2472193.52 frames. utt_duration=565.8 frames, utt_pad_proportion=0.0654, over 17522.51 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3071, pruned_loss=0.06667, over 2458435.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.0566, over 7794.98 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2883, pruned_loss=0.06665, over 2472892.34 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06627, over 18621.84 utterances.], batch size: 75, lr: 5.30e-04
2022-08-23 13:49:13,721 INFO [train.py:927] (2/8) Epoch 6, batch 11550, giga_loss[loss=0.371, simple_loss=0.4065, pruned_loss=0.1678, over 12381.00 frames. utt_duration=190.6 frames, utt_pad_proportion=0.1174, over 262.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2931, pruned_loss=0.06849, over 2471935.47 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06418, over 17286.80 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3066, pruned_loss=0.06649, over 2458621.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05585, over 7772.37 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2925, pruned_loss=0.06903, over 2472549.15 frames. utt_duration=540.5 frames, utt_pad_proportion=0.0653, over 18349.64 utterances.], batch size: 262, lr: 5.30e-04
2022-08-23 13:50:57,881 INFO [train.py:927] (2/8) Epoch 6, batch 11600, libri_loss[loss=0.1887, simple_loss=0.2784, pruned_loss=0.04953, over 12169.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008847, over 30.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.07152, over 2472091.77 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06388, over 17857.87 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3058, pruned_loss=0.06609, over 2458570.74 frames. utt_duration=1272 frames, utt_pad_proportion=0.05462, over 7742.46 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2988, pruned_loss=0.07239, over 2472991.81 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06529, over 18996.97 utterances.], batch size: 30, lr: 5.30e-04
2022-08-23 13:52:41,523 INFO [train.py:927] (2/8) Epoch 6, batch 11650, giga_loss[loss=0.2294, simple_loss=0.3158, pruned_loss=0.07151, over 12351.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03357, over 62.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3052, pruned_loss=0.07418, over 2472123.71 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06535, over 18047.82 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3058, pruned_loss=0.06607, over 2458817.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05418, over 7738.04 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3051, pruned_loss=0.07494, over 2472737.64 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06656, over 19033.68 utterances.], batch size: 62, lr: 5.30e-04
2022-08-23 13:54:24,231 INFO [train.py:927] (2/8) Epoch 6, batch 11700, giga_loss[loss=0.2159, simple_loss=0.2995, pruned_loss=0.06614, over 12406.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07326, over 2472821.01 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06374, over 18342.62 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3066, pruned_loss=0.06616, over 2458912.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05378, over 7743.94 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3062, pruned_loss=0.07389, over 2473401.23 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06495, over 19255.73 utterances.], batch size: 182, lr: 5.30e-04
2022-08-23 13:56:06,516 INFO [train.py:927] (2/8) Epoch 6, batch 11750, giga_loss[loss=0.214, simple_loss=0.298, pruned_loss=0.065, over 12368.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.04989, over 31.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.07236, over 2472224.79 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06262, over 18270.10 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3065, pruned_loss=0.06606, over 2458789.06 frames. utt_duration=1275 frames, utt_pad_proportion=0.05282, over 7720.55 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3061, pruned_loss=0.07308, over 2473109.61 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06403, over 19250.01 utterances.], batch size: 31, lr: 5.30e-04
2022-08-23 13:57:47,845 INFO [train.py:927] (2/8) Epoch 6, batch 11800, giga_loss[loss=0.2163, simple_loss=0.3054, pruned_loss=0.0636, over 12370.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03954, over 145.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.307, pruned_loss=0.07226, over 2472646.47 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06873, over 18577.64 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3067, pruned_loss=0.06627, over 2458808.39 frames. utt_duration=1277 frames, utt_pad_proportion=0.05209, over 7713.19 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3065, pruned_loss=0.07277, over 2473573.04 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06988, over 19541.92 utterances.], batch size: 145, lr: 5.30e-04
2022-08-23 13:59:30,688 INFO [train.py:927] (2/8) Epoch 6, batch 11850, giga_loss[loss=0.2405, simple_loss=0.3296, pruned_loss=0.07575, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3084, pruned_loss=0.0732, over 2471667.42 frames. utt_duration=543 frames, utt_pad_proportion=0.06733, over 18256.63 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3059, pruned_loss=0.06595, over 2458248.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.05098, over 7676.69 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.0742, over 2473527.36 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06899, over 19530.53 utterances.], batch size: 70, lr: 5.30e-04
2022-08-23 14:01:14,055 INFO [train.py:927] (2/8) Epoch 6, batch 11900, giga_loss[loss=0.2286, simple_loss=0.3126, pruned_loss=0.07228, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02665, over 48.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3103, pruned_loss=0.07512, over 2472870.45 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06445, over 17414.95 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3068, pruned_loss=0.06708, over 2459288.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.055, over 7768.37 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07531, over 2474109.32 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06484, over 18882.02 utterances.], batch size: 48, lr: 5.30e-04
2022-08-23 14:02:58,759 INFO [train.py:927] (2/8) Epoch 6, batch 11950, giga_loss[loss=0.2415, simple_loss=0.3163, pruned_loss=0.08339, over 12380.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03325, over 104.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3121, pruned_loss=0.07659, over 2473038.34 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06543, over 17552.99 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3069, pruned_loss=0.06697, over 2459301.52 frames. utt_duration=1272 frames, utt_pad_proportion=0.05419, over 7745.16 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3117, pruned_loss=0.077, over 2474236.75 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06608, over 18918.01 utterances.], batch size: 104, lr: 5.30e-04
2022-08-23 14:04:42,939 INFO [train.py:927] (2/8) Epoch 6, batch 12000, libri_loss[loss=0.239, simple_loss=0.3097, pruned_loss=0.08418, over 12316.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005085, over 35.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07655, over 2472316.04 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06613, over 17470.89 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3066, pruned_loss=0.06686, over 2459296.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.0539, over 7745.74 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3131, pruned_loss=0.07719, over 2473573.39 frames. utt_duration=528 frames, utt_pad_proportion=0.06685, over 18791.28 utterances.], batch size: 35, lr: 5.30e-04
2022-08-23 14:04:42,940 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 14:04:56,467 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1884, simple_loss=0.2969, pruned_loss=0.03994, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 14:06:41,520 INFO [train.py:927] (2/8) Epoch 6, batch 12050, giga_loss[loss=0.2183, simple_loss=0.2972, pruned_loss=0.06976, over 12359.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03214, over 58.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.07609, over 2472608.87 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06457, over 16763.53 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3066, pruned_loss=0.06683, over 2459429.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.05347, over 7741.30 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07671, over 2473594.54 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06545, over 17884.02 utterances.], batch size: 58, lr: 5.29e-04
2022-08-23 14:08:23,589 INFO [train.py:927] (2/8) Epoch 6, batch 12100, giga_loss[loss=0.2146, simple_loss=0.2892, pruned_loss=0.07, over 12273.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0353, over 28.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3116, pruned_loss=0.07652, over 2472049.03 frames. utt_duration=598.9 frames, utt_pad_proportion=0.06196, over 16552.55 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3067, pruned_loss=0.06695, over 2459592.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.05268, over 7725.54 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07709, over 2472917.39 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06319, over 17619.71 utterances.], batch size: 28, lr: 5.29e-04
2022-08-23 14:10:06,129 INFO [train.py:927] (2/8) Epoch 6, batch 12150, giga_loss[loss=0.2339, simple_loss=0.3146, pruned_loss=0.0766, over 12334.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03305, over 51.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3129, pruned_loss=0.0774, over 2471937.14 frames. utt_duration=598.9 frames, utt_pad_proportion=0.06691, over 16550.80 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3071, pruned_loss=0.06707, over 2459710.15 frames. utt_duration=1275 frames, utt_pad_proportion=0.05211, over 7727.63 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3127, pruned_loss=0.07787, over 2472691.10 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06796, over 17513.16 utterances.], batch size: 51, lr: 5.29e-04
2022-08-23 14:11:49,757 INFO [train.py:927] (2/8) Epoch 6, batch 12200, giga_loss[loss=0.2061, simple_loss=0.2932, pruned_loss=0.0595, over 12180.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04274, over 28.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.312, pruned_loss=0.07655, over 2471821.42 frames. utt_duration=602.5 frames, utt_pad_proportion=0.0661, over 16451.65 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3067, pruned_loss=0.06694, over 2459987.14 frames. utt_duration=1280 frames, utt_pad_proportion=0.05163, over 7698.86 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3123, pruned_loss=0.07716, over 2472346.21 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06722, over 17346.11 utterances.], batch size: 28, lr: 5.29e-04
2022-08-23 14:13:30,898 INFO [train.py:927] (2/8) Epoch 6, batch 12250, giga_loss[loss=0.2038, simple_loss=0.29, pruned_loss=0.05874, over 12411.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04466, over 31.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3119, pruned_loss=0.0761, over 2471789.16 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06387, over 16252.68 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3071, pruned_loss=0.06702, over 2460148.90 frames. utt_duration=1277 frames, utt_pad_proportion=0.05136, over 7717.84 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3119, pruned_loss=0.07677, over 2472367.61 frames. utt_duration=577 frames, utt_pad_proportion=0.06518, over 17185.06 utterances.], batch size: 31, lr: 5.29e-04
2022-08-23 14:15:10,681 INFO [train.py:927] (2/8) Epoch 6, batch 12300, giga_loss[loss=0.2324, simple_loss=0.3111, pruned_loss=0.07686, over 12403.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03789, over 113.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3097, pruned_loss=0.07526, over 2472440.43 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05884, over 15983.72 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3075, pruned_loss=0.0672, over 2460371.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.05121, over 7731.66 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3094, pruned_loss=0.07569, over 2472796.04 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06022, over 16785.54 utterances.], batch size: 113, lr: 5.29e-04
2022-08-23 14:16:53,617 INFO [train.py:927] (2/8) Epoch 6, batch 12350, giga_loss[loss=0.2288, simple_loss=0.3109, pruned_loss=0.07336, over 12427.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05455, over 162.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3089, pruned_loss=0.07479, over 2472055.04 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05927, over 16488.52 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3074, pruned_loss=0.0671, over 2460796.19 frames. utt_duration=1273 frames, utt_pad_proportion=0.05112, over 7738.68 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07538, over 2472224.64 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06043, over 17305.63 utterances.], batch size: 162, lr: 5.29e-04
2022-08-23 14:18:36,351 INFO [train.py:927] (2/8) Epoch 6, batch 12400, giga_loss[loss=0.2065, simple_loss=0.2866, pruned_loss=0.06325, over 12310.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02919, over 74.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3059, pruned_loss=0.07373, over 2472819.38 frames. utt_duration=587.5 frames, utt_pad_proportion=0.05944, over 16879.00 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3072, pruned_loss=0.06699, over 2460655.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05054, over 7722.66 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.306, pruned_loss=0.07439, over 2473245.38 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0606, over 17656.65 utterances.], batch size: 74, lr: 5.29e-04
2022-08-23 14:20:17,812 INFO [train.py:927] (2/8) Epoch 6, batch 12450, giga_loss[loss=0.1914, simple_loss=0.2768, pruned_loss=0.05301, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3018, pruned_loss=0.07169, over 2472494.99 frames. utt_duration=595 frames, utt_pad_proportion=0.05701, over 16664.64 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3072, pruned_loss=0.06699, over 2460912.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05102, over 7742.30 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3018, pruned_loss=0.07226, over 2472708.36 frames. utt_duration=572 frames, utt_pad_proportion=0.05787, over 17337.86 utterances.], batch size: 97, lr: 5.29e-04
2022-08-23 14:22:02,385 INFO [train.py:927] (2/8) Epoch 6, batch 12500, giga_loss[loss=0.1791, simple_loss=0.2588, pruned_loss=0.04968, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03767, over 31.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2993, pruned_loss=0.07007, over 2472924.82 frames. utt_duration=625.5 frames, utt_pad_proportion=0.05273, over 15851.71 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3067, pruned_loss=0.06691, over 2461095.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.05024, over 7716.10 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2995, pruned_loss=0.07071, over 2473237.07 frames. utt_duration=596.3 frames, utt_pad_proportion=0.054, over 16632.43 utterances.], batch size: 31, lr: 5.29e-04
2022-08-23 14:23:52,001 INFO [train.py:927] (2/8) Epoch 6, batch 12550, giga_loss[loss=0.2405, simple_loss=0.3269, pruned_loss=0.07703, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04892, over 161.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2994, pruned_loss=0.06903, over 2473020.35 frames. utt_duration=641.7 frames, utt_pad_proportion=0.04961, over 15450.95 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3068, pruned_loss=0.06677, over 2461097.35 frames. utt_duration=1282 frames, utt_pad_proportion=0.0488, over 7688.61 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.2994, pruned_loss=0.06978, over 2473746.29 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05143, over 16402.81 utterances.], batch size: 161, lr: 5.29e-04
2022-08-23 14:25:33,332 INFO [train.py:927] (2/8) Epoch 6, batch 12600, giga_loss[loss=0.2274, simple_loss=0.3093, pruned_loss=0.07275, over 12368.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03405, over 122.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3008, pruned_loss=0.06933, over 2474084.74 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05696, over 16904.49 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3066, pruned_loss=0.06674, over 2461439.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.04827, over 7672.33 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3008, pruned_loss=0.07, over 2474519.50 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0582, over 17791.74 utterances.], batch size: 122, lr: 5.28e-04
2022-08-23 14:27:12,973 INFO [train.py:927] (2/8) Epoch 6, batch 12650, giga_loss[loss=0.2561, simple_loss=0.3297, pruned_loss=0.09123, over 12401.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3006, pruned_loss=0.06887, over 2473286.31 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05753, over 17425.20 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3065, pruned_loss=0.06668, over 2461408.50 frames. utt_duration=1280 frames, utt_pad_proportion=0.0489, over 7701.34 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3005, pruned_loss=0.06952, over 2474009.22 frames. utt_duration=540 frames, utt_pad_proportion=0.05837, over 18375.53 utterances.], batch size: 259, lr: 5.28e-04
2022-08-23 14:28:54,078 INFO [train.py:927] (2/8) Epoch 6, batch 12700, giga_loss[loss=0.2494, simple_loss=0.3152, pruned_loss=0.0918, over 12393.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02679, over 70.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3021, pruned_loss=0.07007, over 2473281.00 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05666, over 17204.43 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3071, pruned_loss=0.0673, over 2461673.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05244, over 7780.28 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3014, pruned_loss=0.07006, over 2473828.50 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05595, over 18054.71 utterances.], batch size: 70, lr: 5.28e-04
2022-08-23 14:30:34,107 INFO [train.py:927] (2/8) Epoch 6, batch 12750, giga_loss[loss=0.2556, simple_loss=0.3335, pruned_loss=0.08888, over 12402.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05039, over 161.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3061, pruned_loss=0.07217, over 2472639.86 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05665, over 16889.72 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3085, pruned_loss=0.06798, over 2462126.22 frames. utt_duration=1256 frames, utt_pad_proportion=0.05523, over 7852.95 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3041, pruned_loss=0.07168, over 2473112.77 frames. utt_duration=554.2 frames, utt_pad_proportion=0.055, over 17897.67 utterances.], batch size: 161, lr: 5.28e-04
2022-08-23 14:32:14,296 INFO [train.py:927] (2/8) Epoch 6, batch 12800, giga_loss[loss=0.2163, simple_loss=0.2936, pruned_loss=0.06953, over 12163.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03298, over 36.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3072, pruned_loss=0.07287, over 2472279.39 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05775, over 16569.76 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3094, pruned_loss=0.06877, over 2462508.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06266, over 8009.67 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3047, pruned_loss=0.0719, over 2472614.63 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05319, over 17522.28 utterances.], batch size: 36, lr: 5.28e-04
2022-08-23 14:33:57,306 INFO [train.py:927] (2/8) Epoch 6, batch 12850, libri_loss[loss=0.2541, simple_loss=0.3355, pruned_loss=0.08636, over 12416.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02204, over 43.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3081, pruned_loss=0.07334, over 2472462.31 frames. utt_duration=619.5 frames, utt_pad_proportion=0.05627, over 16002.23 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3096, pruned_loss=0.06914, over 2462599.96 frames. utt_duration=1234 frames, utt_pad_proportion=0.06101, over 7992.62 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3059, pruned_loss=0.07236, over 2472945.59 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05319, over 17041.96 utterances.], batch size: 43, lr: 5.28e-04
2022-08-23 14:35:38,351 INFO [train.py:927] (2/8) Epoch 6, batch 12900, giga_loss[loss=0.1958, simple_loss=0.2862, pruned_loss=0.05274, over 12449.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.0355, over 86.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3078, pruned_loss=0.0735, over 2473007.28 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05956, over 16777.14 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3098, pruned_loss=0.0694, over 2462746.80 frames. utt_duration=1233 frames, utt_pad_proportion=0.06094, over 8000.00 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3058, pruned_loss=0.07257, over 2473434.21 frames. utt_duration=559 frames, utt_pad_proportion=0.05703, over 17744.80 utterances.], batch size: 86, lr: 5.28e-04
2022-08-23 14:37:17,479 INFO [train.py:927] (2/8) Epoch 6, batch 12950, giga_loss[loss=0.2611, simple_loss=0.3247, pruned_loss=0.09872, over 12395.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.225, simple_loss=0.305, pruned_loss=0.07248, over 2473499.36 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06, over 17214.28 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3095, pruned_loss=0.06929, over 2462985.92 frames. utt_duration=1237 frames, utt_pad_proportion=0.06006, over 7976.22 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3036, pruned_loss=0.07189, over 2473822.66 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05834, over 18160.64 utterances.], batch size: 258, lr: 5.28e-04
2022-08-23 14:38:56,415 INFO [train.py:927] (2/8) Epoch 6, batch 13000, giga_loss[loss=0.2112, simple_loss=0.314, pruned_loss=0.05416, over 12415.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3041, pruned_loss=0.07094, over 2473303.16 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05918, over 16778.80 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3097, pruned_loss=0.06962, over 2462766.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.05903, over 7950.94 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3027, pruned_loss=0.07024, over 2474005.38 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05825, over 17754.58 utterances.], batch size: 75, lr: 5.28e-04
2022-08-23 14:40:37,589 INFO [train.py:927] (2/8) Epoch 6, batch 13050, giga_loss[loss=0.2376, simple_loss=0.3156, pruned_loss=0.07985, over 12357.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03476, over 104.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07132, over 2473078.72 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06212, over 17372.70 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.31, pruned_loss=0.06995, over 2463057.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06174, over 8030.40 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3033, pruned_loss=0.07052, over 2473710.23 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06036, over 18368.42 utterances.], batch size: 104, lr: 5.28e-04
2022-08-23 14:42:19,056 INFO [train.py:927] (2/8) Epoch 6, batch 13100, giga_loss[loss=0.2178, simple_loss=0.3032, pruned_loss=0.0662, over 12348.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3027, pruned_loss=0.07117, over 2473655.93 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06233, over 17667.23 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3095, pruned_loss=0.06983, over 2463119.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.06114, over 8000.10 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3018, pruned_loss=0.07065, over 2474231.34 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06116, over 18594.03 utterances.], batch size: 70, lr: 5.27e-04
2022-08-23 14:43:59,408 INFO [train.py:927] (2/8) Epoch 6, batch 13150, giga_loss[loss=0.196, simple_loss=0.2688, pruned_loss=0.06164, over 12311.00 frames. utt_duration=1333 frames, utt_pad_proportion=0.04599, over 37.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3008, pruned_loss=0.07141, over 2473774.19 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06078, over 17723.67 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3094, pruned_loss=0.07006, over 2463455.87 frames. utt_duration=1237 frames, utt_pad_proportion=0.06009, over 7978.20 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3001, pruned_loss=0.07083, over 2474163.44 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06035, over 18711.43 utterances.], batch size: 37, lr: 5.27e-04
2022-08-23 14:45:38,278 INFO [train.py:927] (2/8) Epoch 6, batch 13200, giga_loss[loss=0.1797, simple_loss=0.252, pruned_loss=0.05374, over 12374.00 frames. utt_duration=1239 frames, utt_pad_proportion=0.04381, over 40.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.2988, pruned_loss=0.07115, over 2474724.21 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06256, over 17848.31 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3098, pruned_loss=0.07054, over 2463836.15 frames. utt_duration=1226 frames, utt_pad_proportion=0.06348, over 8045.77 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2976, pruned_loss=0.07026, over 2474889.05 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06078, over 18751.33 utterances.], batch size: 40, lr: 5.27e-04
2022-08-23 14:47:20,364 INFO [train.py:927] (2/8) Epoch 6, batch 13250, giga_loss[loss=0.2573, simple_loss=0.325, pruned_loss=0.09477, over 12391.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06935, over 211.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2962, pruned_loss=0.0699, over 2474352.05 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06378, over 17952.82 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3103, pruned_loss=0.07083, over 2463779.09 frames. utt_duration=1221 frames, utt_pad_proportion=0.06565, over 8082.02 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2945, pruned_loss=0.06892, over 2474824.04 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06158, over 18911.59 utterances.], batch size: 211, lr: 5.27e-04
2022-08-23 14:49:00,812 INFO [train.py:927] (2/8) Epoch 6, batch 13300, giga_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08071, over 12361.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04152, over 113.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2969, pruned_loss=0.0698, over 2474605.04 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06366, over 17767.68 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3109, pruned_loss=0.07107, over 2464016.12 frames. utt_duration=1224 frames, utt_pad_proportion=0.06488, over 8063.89 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2948, pruned_loss=0.06879, over 2474917.02 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06221, over 18683.44 utterances.], batch size: 113, lr: 5.27e-04
2022-08-23 14:50:40,670 INFO [train.py:927] (2/8) Epoch 6, batch 13350, giga_loss[loss=0.2181, simple_loss=0.3073, pruned_loss=0.06447, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3003, pruned_loss=0.07071, over 2475170.73 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06494, over 18387.60 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.311, pruned_loss=0.07126, over 2464125.06 frames. utt_duration=1222 frames, utt_pad_proportion=0.06467, over 8074.35 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2983, pruned_loss=0.06973, over 2475493.32 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06385, over 19273.83 utterances.], batch size: 113, lr: 5.27e-04
2022-08-23 14:52:21,107 INFO [train.py:927] (2/8) Epoch 6, batch 13400, libri_loss[loss=0.2563, simple_loss=0.334, pruned_loss=0.08926, over 12422.00 frames. utt_duration=957 frames, utt_pad_proportion=0.07359, over 52.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3029, pruned_loss=0.07199, over 2474861.40 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06739, over 18586.12 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3113, pruned_loss=0.07173, over 2464372.80 frames. utt_duration=1221 frames, utt_pad_proportion=0.06405, over 8082.42 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3008, pruned_loss=0.07077, over 2475169.21 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06667, over 19528.79 utterances.], batch size: 52, lr: 5.27e-04
2022-08-23 14:54:06,572 INFO [train.py:927] (2/8) Epoch 6, batch 13450, giga_loss[loss=0.312, simple_loss=0.3713, pruned_loss=0.1264, over 12423.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05252, over 162.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3102, pruned_loss=0.07794, over 2474975.55 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06966, over 19303.81 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3116, pruned_loss=0.07206, over 2464675.73 frames. utt_duration=1221 frames, utt_pad_proportion=0.06325, over 8084.42 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3082, pruned_loss=0.07674, over 2475172.26 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06932, over 20290.67 utterances.], batch size: 162, lr: 5.27e-04
2022-08-23 14:55:47,330 INFO [train.py:927] (2/8) Epoch 6, batch 13500, giga_loss[loss=0.3108, simple_loss=0.3716, pruned_loss=0.125, over 12399.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04018, over 133.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3166, pruned_loss=0.08161, over 2474353.26 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06655, over 18732.99 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.312, pruned_loss=0.07241, over 2464822.41 frames. utt_duration=1225 frames, utt_pad_proportion=0.06205, over 8055.63 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3146, pruned_loss=0.08051, over 2474583.31 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06692, over 19795.06 utterances.], batch size: 133, lr: 5.27e-04
2022-08-23 14:57:31,015 INFO [train.py:927] (2/8) Epoch 6, batch 13550, giga_loss[loss=0.3191, simple_loss=0.3723, pruned_loss=0.1329, over 12373.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05285, over 161.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3236, pruned_loss=0.08729, over 2474463.48 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06992, over 19325.05 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3121, pruned_loss=0.07237, over 2464807.42 frames. utt_duration=1229 frames, utt_pad_proportion=0.06137, over 8033.90 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.0866, over 2474765.90 frames. utt_duration=488.6 frames, utt_pad_proportion=0.0703, over 20322.19 utterances.], batch size: 161, lr: 5.27e-04
2022-08-23 14:59:15,894 INFO [train.py:927] (2/8) Epoch 6, batch 13600, giga_loss[loss=0.2456, simple_loss=0.3271, pruned_loss=0.08198, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03131, over 70.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3288, pruned_loss=0.09199, over 2474425.55 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07136, over 20174.48 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.312, pruned_loss=0.0726, over 2464822.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.06062, over 8007.46 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3279, pruned_loss=0.09154, over 2474807.91 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07187, over 21188.38 utterances.], batch size: 70, lr: 5.27e-04
2022-08-23 15:01:04,189 INFO [train.py:927] (2/8) Epoch 6, batch 13650, giga_loss[loss=0.2461, simple_loss=0.3192, pruned_loss=0.08651, over 12166.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04092, over 33.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3336, pruned_loss=0.09738, over 2474192.30 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07442, over 21281.66 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3114, pruned_loss=0.07272, over 2464603.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.05923, over 7955.07 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3341, pruned_loss=0.09761, over 2475001.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07532, over 22560.74 utterances.], batch size: 33, lr: 5.26e-04
2022-08-23 15:02:51,727 INFO [train.py:927] (2/8) Epoch 6, batch 13700, giga_loss[loss=0.2932, simple_loss=0.3557, pruned_loss=0.1153, over 12383.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04559, over 146.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.3368, pruned_loss=0.1002, over 2474422.28 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07441, over 21381.95 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3105, pruned_loss=0.07254, over 2464648.76 frames. utt_duration=1250 frames, utt_pad_proportion=0.05803, over 7895.46 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3388, pruned_loss=0.1014, over 2475372.63 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07565, over 22908.22 utterances.], batch size: 146, lr: 5.26e-04
2022-08-23 15:04:41,018 INFO [train.py:927] (2/8) Epoch 6, batch 13750, libri_loss[loss=0.2386, simple_loss=0.333, pruned_loss=0.07207, over 12387.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01327, over 41.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3386, pruned_loss=0.1022, over 2473969.82 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0744, over 20910.27 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3106, pruned_loss=0.07254, over 2464582.07 frames. utt_duration=1253 frames, utt_pad_proportion=0.0574, over 7880.14 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3404, pruned_loss=0.1036, over 2474905.54 frames. utt_duration=445 frames, utt_pad_proportion=0.07571, over 22317.37 utterances.], batch size: 41, lr: 5.26e-04
2022-08-23 15:06:25,043 INFO [train.py:927] (2/8) Epoch 6, batch 13800, giga_loss[loss=0.2467, simple_loss=0.312, pruned_loss=0.09071, over 12437.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04456, over 31.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3404, pruned_loss=0.1031, over 2474558.10 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07453, over 21063.31 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3114, pruned_loss=0.07319, over 2464747.99 frames. utt_duration=1250 frames, utt_pad_proportion=0.05729, over 7897.30 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3418, pruned_loss=0.1042, over 2475351.88 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07573, over 22404.86 utterances.], batch size: 31, lr: 5.26e-04
2022-08-23 15:08:06,794 INFO [train.py:927] (2/8) Epoch 6, batch 13850, giga_loss[loss=0.2072, simple_loss=0.2995, pruned_loss=0.05742, over 12370.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0269, over 70.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3414, pruned_loss=0.1037, over 2473978.05 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07414, over 21797.84 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3113, pruned_loss=0.07344, over 2464715.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05655, over 7884.18 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3432, pruned_loss=0.105, over 2474872.18 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07543, over 23195.96 utterances.], batch size: 70, lr: 5.26e-04
2022-08-23 15:09:55,222 INFO [train.py:927] (2/8) Epoch 6, batch 13900, giga_loss[loss=0.2368, simple_loss=0.3158, pruned_loss=0.07894, over 12354.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3389, pruned_loss=0.1009, over 2473722.79 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07624, over 22246.86 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3108, pruned_loss=0.07336, over 2465083.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.05559, over 7844.48 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3415, pruned_loss=0.1027, over 2474290.31 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07752, over 23711.23 utterances.], batch size: 97, lr: 5.26e-04
2022-08-23 15:11:39,918 INFO [train.py:927] (2/8) Epoch 6, batch 13950, giga_loss[loss=0.3041, simple_loss=0.3545, pruned_loss=0.1268, over 12360.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.193, over 364.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3359, pruned_loss=0.09839, over 2474008.73 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07889, over 22372.12 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3105, pruned_loss=0.07351, over 2464947.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.05517, over 7834.98 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3389, pruned_loss=0.1004, over 2474791.40 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08001, over 23924.88 utterances.], batch size: 364, lr: 5.26e-04
2022-08-23 15:13:24,886 INFO [train.py:927] (2/8) Epoch 6, batch 14000, giga_loss[loss=0.2135, simple_loss=0.2928, pruned_loss=0.06712, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02705, over 54.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3337, pruned_loss=0.0968, over 2474141.88 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07707, over 21709.79 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3109, pruned_loss=0.07383, over 2465064.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.05874, over 7889.68 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3362, pruned_loss=0.09849, over 2474832.10 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07724, over 23149.98 utterances.], batch size: 54, lr: 5.26e-04
2022-08-23 15:15:18,042 INFO [train.py:927] (2/8) Epoch 6, batch 14050, giga_loss[loss=0.2508, simple_loss=0.3414, pruned_loss=0.08007, over 12466.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03019, over 55.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3323, pruned_loss=0.09532, over 2475051.19 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07545, over 21905.23 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3109, pruned_loss=0.07397, over 2465215.48 frames. utt_duration=1249 frames, utt_pad_proportion=0.05898, over 7905.41 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3345, pruned_loss=0.09683, over 2475590.67 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07568, over 23206.62 utterances.], batch size: 55, lr: 5.26e-04
2022-08-23 15:17:05,683 INFO [train.py:927] (2/8) Epoch 6, batch 14100, giga_loss[loss=0.2698, simple_loss=0.3415, pruned_loss=0.09903, over 12329.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03255, over 85.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3326, pruned_loss=0.09349, over 2475135.66 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08056, over 22206.91 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3111, pruned_loss=0.07425, over 2465201.53 frames. utt_duration=1249 frames, utt_pad_proportion=0.05893, over 7906.41 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3344, pruned_loss=0.0946, over 2475656.86 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08055, over 23350.98 utterances.], batch size: 85, lr: 5.26e-04
2022-08-23 15:18:53,096 INFO [train.py:927] (2/8) Epoch 6, batch 14150, giga_loss[loss=0.2418, simple_loss=0.3251, pruned_loss=0.07919, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03112, over 58.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3323, pruned_loss=0.09332, over 2474747.54 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07604, over 21807.72 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3115, pruned_loss=0.07476, over 2464957.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05739, over 7880.89 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3341, pruned_loss=0.09436, over 2475687.55 frames. utt_duration=428.7 frames, utt_pad_proportion=0.0769, over 23175.27 utterances.], batch size: 58, lr: 5.26e-04
2022-08-23 15:20:39,957 INFO [train.py:927] (2/8) Epoch 6, batch 14200, giga_loss[loss=0.2284, simple_loss=0.3059, pruned_loss=0.07551, over 12369.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04446, over 26.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3302, pruned_loss=0.09279, over 2474468.50 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07957, over 21686.33 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3115, pruned_loss=0.07492, over 2464873.78 frames. utt_duration=1257 frames, utt_pad_proportion=0.05645, over 7853.03 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.332, pruned_loss=0.0939, over 2475516.23 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08048, over 23111.09 utterances.], batch size: 26, lr: 5.26e-04
2022-08-23 15:22:27,263 INFO [train.py:927] (2/8) Epoch 6, batch 14250, giga_loss[loss=0.2463, simple_loss=0.3227, pruned_loss=0.08489, over 12339.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03374, over 97.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3281, pruned_loss=0.09097, over 2474174.90 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07362, over 20275.86 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3111, pruned_loss=0.07491, over 2464769.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05601, over 7823.36 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3301, pruned_loss=0.09208, over 2475230.42 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07493, over 21608.97 utterances.], batch size: 97, lr: 5.25e-04
2022-08-23 15:24:09,482 INFO [train.py:927] (2/8) Epoch 6, batch 14300, libri_loss[loss=0.2078, simple_loss=0.285, pruned_loss=0.06525, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005858, over 32.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.328, pruned_loss=0.08965, over 2474531.74 frames. utt_duration=503 frames, utt_pad_proportion=0.07033, over 19733.32 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3113, pruned_loss=0.07505, over 2464867.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05612, over 7836.78 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3297, pruned_loss=0.09061, over 2475414.33 frames. utt_duration=474 frames, utt_pad_proportion=0.07162, over 20953.16 utterances.], batch size: 32, lr: 5.25e-04
2022-08-23 15:25:55,200 INFO [train.py:927] (2/8) Epoch 6, batch 14350, libri_loss[loss=0.2666, simple_loss=0.3487, pruned_loss=0.09226, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01417, over 40.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3275, pruned_loss=0.0898, over 2474906.92 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07626, over 20336.57 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.312, pruned_loss=0.07551, over 2465182.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.0595, over 7916.28 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09042, over 2475493.58 frames. utt_duration=463 frames, utt_pad_proportion=0.0761, over 21450.30 utterances.], batch size: 40, lr: 5.25e-04
2022-08-23 15:27:38,490 INFO [train.py:927] (2/8) Epoch 6, batch 14400, giga_loss[loss=0.2381, simple_loss=0.3203, pruned_loss=0.07798, over 12412.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02776, over 58.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3261, pruned_loss=0.08957, over 2475566.89 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07395, over 20270.07 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.312, pruned_loss=0.07567, over 2465282.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.05849, over 7907.30 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3272, pruned_loss=0.09025, over 2476193.01 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07441, over 21443.15 utterances.], batch size: 58, lr: 5.25e-04
2022-08-23 15:29:25,292 INFO [train.py:927] (2/8) Epoch 6, batch 14450, giga_loss[loss=0.2505, simple_loss=0.32, pruned_loss=0.09051, over 12454.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03722, over 123.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08899, over 2474716.68 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07313, over 19834.89 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3122, pruned_loss=0.07614, over 2465085.19 frames. utt_duration=1252 frames, utt_pad_proportion=0.05743, over 7886.78 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08941, over 2475631.93 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07401, over 21072.53 utterances.], batch size: 123, lr: 5.25e-04
2022-08-23 15:31:09,082 INFO [train.py:927] (2/8) Epoch 6, batch 14500, libri_loss[loss=0.3404, simple_loss=0.3869, pruned_loss=0.1469, over 12443.00 frames. utt_duration=427 frames, utt_pad_proportion=0.3349, over 117.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3245, pruned_loss=0.08954, over 2474503.71 frames. utt_duration=512 frames, utt_pad_proportion=0.0735, over 19385.36 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3132, pruned_loss=0.07713, over 2465460.09 frames. utt_duration=1238 frames, utt_pad_proportion=0.0612, over 7978.08 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08931, over 2475157.40 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07297, over 20618.47 utterances.], batch size: 117, lr: 5.25e-04
2022-08-23 15:32:58,790 INFO [train.py:927] (2/8) Epoch 6, batch 14550, giga_loss[loss=0.254, simple_loss=0.3318, pruned_loss=0.08807, over 12438.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3246, pruned_loss=0.08885, over 2474796.36 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07242, over 19473.28 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3132, pruned_loss=0.07724, over 2465556.78 frames. utt_duration=1238 frames, utt_pad_proportion=0.06058, over 7978.45 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3248, pruned_loss=0.08873, over 2475348.19 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07233, over 20595.00 utterances.], batch size: 105, lr: 5.25e-04
2022-08-23 15:34:41,417 INFO [train.py:927] (2/8) Epoch 6, batch 14600, giga_loss[loss=0.2397, simple_loss=0.3178, pruned_loss=0.08076, over 12371.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03102, over 58.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3242, pruned_loss=0.08839, over 2474412.38 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07066, over 19042.82 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3134, pruned_loss=0.07753, over 2465508.31 frames. utt_duration=1231 frames, utt_pad_proportion=0.06266, over 8022.82 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3247, pruned_loss=0.08845, over 2475272.48 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07002, over 20363.02 utterances.], batch size: 58, lr: 5.25e-04
2022-08-23 15:36:26,835 INFO [train.py:927] (2/8) Epoch 6, batch 14650, giga_loss[loss=0.264, simple_loss=0.3324, pruned_loss=0.0978, over 12295.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02554, over 54.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3283, pruned_loss=0.09223, over 2474743.69 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07714, over 19880.99 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3139, pruned_loss=0.07815, over 2465422.93 frames. utt_duration=1221 frames, utt_pad_proportion=0.0656, over 8083.42 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3286, pruned_loss=0.09207, over 2475762.26 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07527, over 21252.37 utterances.], batch size: 54, lr: 5.25e-04
2022-08-23 15:38:11,503 INFO [train.py:927] (2/8) Epoch 6, batch 14700, giga_loss[loss=0.3316, simple_loss=0.3848, pruned_loss=0.1392, over 12403.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06928, over 212.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3302, pruned_loss=0.09479, over 2475069.00 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07802, over 20647.66 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3143, pruned_loss=0.07869, over 2465782.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.06916, over 8156.50 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3304, pruned_loss=0.09454, over 2475775.33 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07544, over 21960.50 utterances.], batch size: 212, lr: 5.25e-04
2022-08-23 15:39:57,180 INFO [train.py:927] (2/8) Epoch 6, batch 14750, giga_loss[loss=0.3711, simple_loss=0.4038, pruned_loss=0.1692, over 12379.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3286, pruned_loss=0.09387, over 2474580.95 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07514, over 20274.85 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3143, pruned_loss=0.07864, over 2465842.77 frames. utt_duration=1212 frames, utt_pad_proportion=0.06893, over 8146.71 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3289, pruned_loss=0.09379, over 2475120.97 frames. utt_duration=464.8 frames, utt_pad_proportion=0.0733, over 21366.79 utterances.], batch size: 258, lr: 5.25e-04
2022-08-23 15:41:39,588 INFO [train.py:927] (2/8) Epoch 6, batch 14800, giga_loss[loss=0.2494, simple_loss=0.3246, pruned_loss=0.08712, over 12415.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03231, over 80.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.328, pruned_loss=0.09172, over 2475150.34 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0759, over 20920.02 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3152, pruned_loss=0.07872, over 2465947.67 frames. utt_duration=1214 frames, utt_pad_proportion=0.06822, over 8132.06 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3276, pruned_loss=0.09184, over 2475645.60 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07474, over 22037.37 utterances.], batch size: 80, lr: 5.24e-04
2022-08-23 15:43:26,820 INFO [train.py:927] (2/8) Epoch 6, batch 14850, giga_loss[loss=0.2235, simple_loss=0.2963, pruned_loss=0.07536, over 12457.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03448, over 98.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3258, pruned_loss=0.09045, over 2475025.76 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07253, over 19566.44 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.316, pruned_loss=0.07952, over 2466235.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.06621, over 8116.75 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3253, pruned_loss=0.09031, over 2475538.14 frames. utt_duration=473 frames, utt_pad_proportion=0.07256, over 20998.27 utterances.], batch size: 98, lr: 5.24e-04
2022-08-23 15:45:10,444 INFO [train.py:927] (2/8) Epoch 6, batch 14900, giga_loss[loss=0.262, simple_loss=0.3473, pruned_loss=0.08832, over 12416.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02902, over 62.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3249, pruned_loss=0.09051, over 2475125.37 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07042, over 19512.91 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.0794, over 2466179.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.06537, over 8104.49 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3251, pruned_loss=0.09069, over 2475738.59 frames. utt_duration=476 frames, utt_pad_proportion=0.07093, over 20866.29 utterances.], batch size: 62, lr: 5.24e-04
2022-08-23 15:46:58,357 INFO [train.py:927] (2/8) Epoch 6, batch 14950, giga_loss[loss=0.2312, simple_loss=0.3305, pruned_loss=0.06597, over 12409.00 frames. utt_duration=753.6 frames, utt_pad_proportion=0.02507, over 66.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3278, pruned_loss=0.09088, over 2474996.23 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06906, over 19717.04 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3149, pruned_loss=0.07937, over 2466141.48 frames. utt_duration=1225 frames, utt_pad_proportion=0.06394, over 8060.87 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3287, pruned_loss=0.09139, over 2475769.98 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07009, over 21167.93 utterances.], batch size: 66, lr: 5.24e-04
2022-08-23 15:48:42,238 INFO [train.py:927] (2/8) Epoch 6, batch 15000, libri_loss[loss=0.2611, simple_loss=0.3247, pruned_loss=0.09878, over 12461.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008189, over 39.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.09171, over 2474570.20 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07132, over 20171.35 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07941, over 2466279.72 frames. utt_duration=1228 frames, utt_pad_proportion=0.0632, over 8045.06 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3308, pruned_loss=0.09224, over 2475168.52 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07231, over 21511.61 utterances.], batch size: 39, lr: 5.24e-04
2022-08-23 15:48:42,239 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 15:48:56,174 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1852, simple_loss=0.2951, pruned_loss=0.03762, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 15:50:39,643 INFO [train.py:927] (2/8) Epoch 6, batch 15050, giga_loss[loss=0.2212, simple_loss=0.3023, pruned_loss=0.06999, over 12411.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02791, over 58.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3315, pruned_loss=0.09396, over 2475125.51 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07414, over 20725.68 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3151, pruned_loss=0.07966, over 2466730.57 frames. utt_duration=1230 frames, utt_pad_proportion=0.06183, over 8032.69 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3326, pruned_loss=0.09453, over 2475423.26 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07533, over 22154.64 utterances.], batch size: 58, lr: 5.24e-04
2022-08-23 15:52:23,486 INFO [train.py:927] (2/8) Epoch 6, batch 15100, giga_loss[loss=0.2223, simple_loss=0.2954, pruned_loss=0.07454, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03104, over 45.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3311, pruned_loss=0.09439, over 2475452.36 frames. utt_duration=469.4 frames, utt_pad_proportion=0.08109, over 21158.68 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3157, pruned_loss=0.08007, over 2467007.98 frames. utt_duration=1215 frames, utt_pad_proportion=0.06562, over 8130.37 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3317, pruned_loss=0.09473, over 2475595.77 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08051, over 22435.27 utterances.], batch size: 45, lr: 5.24e-04
2022-08-23 15:54:04,422 INFO [train.py:927] (2/8) Epoch 6, batch 15150, giga_loss[loss=0.3012, simple_loss=0.3622, pruned_loss=0.1201, over 12377.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0713, over 212.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3307, pruned_loss=0.0957, over 2474721.28 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07847, over 21234.87 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3155, pruned_loss=0.08008, over 2467042.88 frames. utt_duration=1219 frames, utt_pad_proportion=0.0649, over 8107.53 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3316, pruned_loss=0.09614, over 2474912.87 frames. utt_duration=443 frames, utt_pad_proportion=0.0784, over 22423.16 utterances.], batch size: 212, lr: 5.24e-04
2022-08-23 15:55:49,092 INFO [train.py:927] (2/8) Epoch 6, batch 15200, giga_loss[loss=0.2673, simple_loss=0.3364, pruned_loss=0.09912, over 12365.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04651, over 146.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3304, pruned_loss=0.09583, over 2474565.57 frames. utt_duration=474 frames, utt_pad_proportion=0.07586, over 20948.44 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3156, pruned_loss=0.08023, over 2467116.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06391, over 8089.59 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3312, pruned_loss=0.09631, over 2474773.56 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07633, over 22131.00 utterances.], batch size: 146, lr: 5.24e-04
2022-08-23 15:57:30,154 INFO [train.py:927] (2/8) Epoch 6, batch 15250, giga_loss[loss=0.2323, simple_loss=0.3071, pruned_loss=0.07877, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03438, over 42.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3277, pruned_loss=0.09396, over 2473814.24 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07327, over 19937.61 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3161, pruned_loss=0.08084, over 2467144.80 frames. utt_duration=1219 frames, utt_pad_proportion=0.0634, over 8107.50 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3285, pruned_loss=0.09444, over 2474299.45 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07417, over 21462.81 utterances.], batch size: 42, lr: 5.24e-04
2022-08-23 15:59:11,180 INFO [train.py:927] (2/8) Epoch 6, batch 15300, giga_loss[loss=0.2573, simple_loss=0.3325, pruned_loss=0.09102, over 12405.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03789, over 113.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3283, pruned_loss=0.09395, over 2473909.77 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07425, over 20341.86 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.08105, over 2466955.29 frames. utt_duration=1223 frames, utt_pad_proportion=0.0623, over 8079.97 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3292, pruned_loss=0.09444, over 2474591.99 frames. utt_duration=454.3 frames, utt_pad_proportion=0.0754, over 21858.83 utterances.], batch size: 113, lr: 5.24e-04
2022-08-23 16:00:56,019 INFO [train.py:927] (2/8) Epoch 6, batch 15350, giga_loss[loss=0.2434, simple_loss=0.3382, pruned_loss=0.07428, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3288, pruned_loss=0.09404, over 2474304.93 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07115, over 20222.51 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3159, pruned_loss=0.08102, over 2467064.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.0622, over 8092.82 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3298, pruned_loss=0.09463, over 2474837.64 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07235, over 21575.28 utterances.], batch size: 58, lr: 5.23e-04
2022-08-23 16:02:37,806 INFO [train.py:927] (2/8) Epoch 6, batch 15400, giga_loss[loss=0.2743, simple_loss=0.3526, pruned_loss=0.09797, over 12403.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3311, pruned_loss=0.09333, over 2473663.26 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07444, over 20140.98 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3167, pruned_loss=0.08168, over 2467109.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.06528, over 8157.13 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3314, pruned_loss=0.09338, over 2474121.66 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07428, over 21308.66 utterances.], batch size: 133, lr: 5.23e-04
2022-08-23 16:04:21,534 INFO [train.py:927] (2/8) Epoch 6, batch 15450, giga_loss[loss=0.3406, simple_loss=0.3794, pruned_loss=0.1509, over 12356.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3349, pruned_loss=0.09557, over 2474707.37 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07353, over 20332.60 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3169, pruned_loss=0.0819, over 2467195.52 frames. utt_duration=1202 frames, utt_pad_proportion=0.06855, over 8217.89 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3353, pruned_loss=0.09566, over 2475116.42 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07252, over 21427.58 utterances.], batch size: 372, lr: 5.23e-04
2022-08-23 16:06:01,359 INFO [train.py:927] (2/8) Epoch 6, batch 15500, giga_loss[loss=0.2665, simple_loss=0.335, pruned_loss=0.09901, over 12334.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02504, over 45.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3357, pruned_loss=0.09728, over 2474673.45 frames. utt_duration=490 frames, utt_pad_proportion=0.07537, over 20262.69 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3161, pruned_loss=0.08183, over 2467604.63 frames. utt_duration=1211 frames, utt_pad_proportion=0.06629, over 8163.36 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3377, pruned_loss=0.09816, over 2475047.20 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07523, over 21851.27 utterances.], batch size: 45, lr: 5.23e-04
2022-08-23 16:07:44,146 INFO [train.py:927] (2/8) Epoch 6, batch 15550, giga_loss[loss=0.2796, simple_loss=0.3398, pruned_loss=0.1097, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3354, pruned_loss=0.09664, over 2474945.94 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07363, over 20061.99 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08169, over 2467803.38 frames. utt_duration=1217 frames, utt_pad_proportion=0.06468, over 8118.27 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3381, pruned_loss=0.098, over 2475292.90 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07435, over 21779.58 utterances.], batch size: 146, lr: 5.23e-04
2022-08-23 16:09:27,151 INFO [train.py:927] (2/8) Epoch 6, batch 15600, giga_loss[loss=0.245, simple_loss=0.3338, pruned_loss=0.07806, over 12344.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03335, over 58.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3344, pruned_loss=0.09474, over 2474734.85 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0792, over 20457.17 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3158, pruned_loss=0.08199, over 2468007.61 frames. utt_duration=1208 frames, utt_pad_proportion=0.068, over 8183.27 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.337, pruned_loss=0.09599, over 2475052.78 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07829, over 22149.19 utterances.], batch size: 58, lr: 5.23e-04
2022-08-23 16:11:08,891 INFO [train.py:927] (2/8) Epoch 6, batch 15650, giga_loss[loss=0.2527, simple_loss=0.3247, pruned_loss=0.09033, over 12433.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03224, over 80.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.335, pruned_loss=0.0948, over 2475331.32 frames. utt_duration=490 frames, utt_pad_proportion=0.07378, over 20266.01 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08205, over 2468158.52 frames. utt_duration=1212 frames, utt_pad_proportion=0.06699, over 8154.82 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3371, pruned_loss=0.09595, over 2475576.87 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07379, over 21844.33 utterances.], batch size: 80, lr: 5.23e-04
2022-08-23 16:12:52,058 INFO [train.py:927] (2/8) Epoch 6, batch 15700, giga_loss[loss=0.2435, simple_loss=0.3191, pruned_loss=0.08391, over 12292.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.02576, over 54.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3329, pruned_loss=0.09405, over 2474818.65 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07477, over 20598.62 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08175, over 2468152.36 frames. utt_duration=1218 frames, utt_pad_proportion=0.06578, over 8115.43 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3355, pruned_loss=0.09551, over 2475182.12 frames. utt_duration=448 frames, utt_pad_proportion=0.07517, over 22175.09 utterances.], batch size: 54, lr: 5.23e-04
2022-08-23 16:14:34,129 INFO [train.py:927] (2/8) Epoch 6, batch 15750, giga_loss[loss=0.2439, simple_loss=0.3216, pruned_loss=0.08311, over 12407.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03906, over 133.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3308, pruned_loss=0.09316, over 2474880.16 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07353, over 20465.68 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3158, pruned_loss=0.08202, over 2468430.21 frames. utt_duration=1207 frames, utt_pad_proportion=0.06915, over 8190.37 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3333, pruned_loss=0.09447, over 2475136.36 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07284, over 22067.37 utterances.], batch size: 133, lr: 5.23e-04
2022-08-23 16:16:15,862 INFO [train.py:927] (2/8) Epoch 6, batch 15800, giga_loss[loss=0.2346, simple_loss=0.3086, pruned_loss=0.08025, over 12411.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04479, over 34.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3292, pruned_loss=0.09289, over 2474231.62 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07386, over 20318.08 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3159, pruned_loss=0.08209, over 2468248.84 frames. utt_duration=1204 frames, utt_pad_proportion=0.06929, over 8208.35 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3311, pruned_loss=0.09396, over 2474645.10 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07325, over 21664.37 utterances.], batch size: 34, lr: 5.23e-04
2022-08-23 16:17:57,086 INFO [train.py:927] (2/8) Epoch 6, batch 15850, giga_loss[loss=0.2452, simple_loss=0.3191, pruned_loss=0.08567, over 12365.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07538, over 212.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3263, pruned_loss=0.09022, over 2474713.15 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07553, over 21392.33 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3161, pruned_loss=0.08224, over 2468258.59 frames. utt_duration=1204 frames, utt_pad_proportion=0.06903, over 8208.31 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3277, pruned_loss=0.09097, over 2475058.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.0751, over 22506.32 utterances.], batch size: 212, lr: 5.23e-04
2022-08-23 16:19:45,045 INFO [train.py:927] (2/8) Epoch 6, batch 15900, giga_loss[loss=0.2446, simple_loss=0.3143, pruned_loss=0.08746, over 12366.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0389, over 113.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3255, pruned_loss=0.08913, over 2474546.55 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07021, over 21015.52 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3166, pruned_loss=0.08246, over 2468484.51 frames. utt_duration=1201 frames, utt_pad_proportion=0.06922, over 8231.23 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3263, pruned_loss=0.08958, over 2474663.79 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07002, over 21990.81 utterances.], batch size: 113, lr: 5.22e-04
2022-08-23 16:21:30,804 INFO [train.py:927] (2/8) Epoch 6, batch 15950, giga_loss[loss=0.2467, simple_loss=0.3221, pruned_loss=0.08565, over 12386.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03304, over 80.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3229, pruned_loss=0.08794, over 2474245.44 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07287, over 20744.83 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.0824, over 2468683.93 frames. utt_duration=1199 frames, utt_pad_proportion=0.06909, over 8246.57 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3232, pruned_loss=0.08841, over 2474233.78 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07266, over 21664.46 utterances.], batch size: 80, lr: 5.22e-04
2022-08-23 16:23:13,356 INFO [train.py:927] (2/8) Epoch 6, batch 16000, giga_loss[loss=0.2717, simple_loss=0.3525, pruned_loss=0.09541, over 12404.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02831, over 58.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3247, pruned_loss=0.08897, over 2474610.10 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07214, over 20758.78 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3166, pruned_loss=0.08236, over 2468940.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.06781, over 8215.58 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3255, pruned_loss=0.08952, over 2474504.05 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07247, over 21798.89 utterances.], batch size: 58, lr: 5.22e-04
2022-08-23 16:24:56,208 INFO [train.py:927] (2/8) Epoch 6, batch 16050, giga_loss[loss=0.2702, simple_loss=0.3381, pruned_loss=0.1011, over 12420.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06191, over 183.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3242, pruned_loss=0.0888, over 2474555.31 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07145, over 20661.37 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3169, pruned_loss=0.08273, over 2468817.39 frames. utt_duration=1196 frames, utt_pad_proportion=0.07079, over 8265.86 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3247, pruned_loss=0.08909, over 2474736.15 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07089, over 21794.92 utterances.], batch size: 183, lr: 5.22e-04
2022-08-23 16:26:39,859 INFO [train.py:927] (2/8) Epoch 6, batch 16100, giga_loss[loss=0.253, simple_loss=0.3386, pruned_loss=0.08368, over 12359.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03087, over 62.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3255, pruned_loss=0.09036, over 2474844.41 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07373, over 20977.67 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.08267, over 2469053.75 frames. utt_duration=1198 frames, utt_pad_proportion=0.06956, over 8253.15 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3262, pruned_loss=0.0908, over 2474929.60 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07359, over 22174.03 utterances.], batch size: 62, lr: 5.22e-04
2022-08-23 16:28:23,451 INFO [train.py:927] (2/8) Epoch 6, batch 16150, giga_loss[loss=0.2849, simple_loss=0.3479, pruned_loss=0.111, over 12348.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03572, over 104.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3253, pruned_loss=0.08986, over 2474326.70 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07229, over 19947.09 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3167, pruned_loss=0.08273, over 2469142.95 frames. utt_duration=1203 frames, utt_pad_proportion=0.06808, over 8222.63 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3263, pruned_loss=0.09041, over 2474528.41 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07282, over 21321.52 utterances.], batch size: 104, lr: 5.22e-04
2022-08-23 16:30:13,974 INFO [train.py:927] (2/8) Epoch 6, batch 16200, giga_loss[loss=0.2555, simple_loss=0.3391, pruned_loss=0.08591, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02854, over 66.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3271, pruned_loss=0.091, over 2474433.34 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07166, over 20226.56 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3165, pruned_loss=0.08247, over 2468996.79 frames. utt_duration=1207 frames, utt_pad_proportion=0.06713, over 8193.36 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3282, pruned_loss=0.09179, over 2474826.22 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07247, over 21551.28 utterances.], batch size: 66, lr: 5.22e-04
2022-08-23 16:31:57,574 INFO [train.py:927] (2/8) Epoch 6, batch 16250, giga_loss[loss=0.2307, simple_loss=0.3102, pruned_loss=0.0756, over 12363.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.02964, over 58.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3273, pruned_loss=0.09078, over 2474495.43 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0723, over 20781.50 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08246, over 2468978.40 frames. utt_duration=1214 frames, utt_pad_proportion=0.06544, over 8146.32 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3287, pruned_loss=0.09169, over 2474988.61 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07351, over 22292.13 utterances.], batch size: 58, lr: 5.22e-04
2022-08-23 16:33:43,631 INFO [train.py:927] (2/8) Epoch 6, batch 16300, giga_loss[loss=0.2351, simple_loss=0.3099, pruned_loss=0.08018, over 12407.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03258, over 80.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3267, pruned_loss=0.09088, over 2474605.70 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06791, over 20081.47 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3165, pruned_loss=0.08264, over 2468881.80 frames. utt_duration=1214 frames, utt_pad_proportion=0.06502, over 8144.66 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.328, pruned_loss=0.0917, over 2475262.74 frames. utt_duration=457.9 frames, utt_pad_proportion=0.06938, over 21692.28 utterances.], batch size: 80, lr: 5.22e-04
2022-08-23 16:35:26,902 INFO [train.py:927] (2/8) Epoch 6, batch 16350, giga_loss[loss=0.2146, simple_loss=0.2903, pruned_loss=0.06945, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04514, over 34.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3269, pruned_loss=0.0921, over 2474766.59 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07125, over 20656.51 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3167, pruned_loss=0.08279, over 2468978.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.06425, over 8130.53 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3279, pruned_loss=0.09272, over 2475283.35 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07251, over 22119.53 utterances.], batch size: 34, lr: 5.22e-04
2022-08-23 16:37:08,132 INFO [train.py:927] (2/8) Epoch 6, batch 16400, giga_loss[loss=0.2538, simple_loss=0.3293, pruned_loss=0.08915, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3274, pruned_loss=0.09195, over 2474301.87 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07003, over 19991.13 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08274, over 2468750.56 frames. utt_duration=1222 frames, utt_pad_proportion=0.06285, over 8094.01 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3276, pruned_loss=0.09277, over 2475111.10 frames. utt_duration=461 frames, utt_pad_proportion=0.07167, over 21542.63 utterances.], batch size: 62, lr: 5.22e-04
2022-08-23 16:38:51,368 INFO [train.py:927] (2/8) Epoch 6, batch 16450, giga_loss[loss=0.2628, simple_loss=0.3289, pruned_loss=0.09842, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03738, over 105.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3278, pruned_loss=0.09208, over 2474362.04 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07189, over 20084.91 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3183, pruned_loss=0.08306, over 2468639.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.06666, over 8181.98 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3276, pruned_loss=0.09269, over 2475226.38 frames. utt_duration=461.7 frames, utt_pad_proportion=0.072, over 21511.16 utterances.], batch size: 105, lr: 5.21e-04
2022-08-23 16:40:35,492 INFO [train.py:927] (2/8) Epoch 6, batch 16500, giga_loss[loss=0.219, simple_loss=0.2918, pruned_loss=0.07309, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04158, over 33.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3283, pruned_loss=0.0933, over 2473914.70 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07623, over 20316.29 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08304, over 2468529.99 frames. utt_duration=1211 frames, utt_pad_proportion=0.06592, over 8164.30 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3284, pruned_loss=0.09391, over 2474759.79 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07631, over 21601.32 utterances.], batch size: 33, lr: 5.21e-04
2022-08-23 16:42:24,529 INFO [train.py:927] (2/8) Epoch 6, batch 16550, libri_loss[loss=0.2489, simple_loss=0.3163, pruned_loss=0.09073, over 12393.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008252, over 38.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3284, pruned_loss=0.09365, over 2474003.32 frames. utt_duration=495 frames, utt_pad_proportion=0.07353, over 20051.74 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08273, over 2468342.38 frames. utt_duration=1219 frames, utt_pad_proportion=0.06432, over 8108.60 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3296, pruned_loss=0.09477, over 2475029.45 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07443, over 21540.28 utterances.], batch size: 38, lr: 5.21e-04
2022-08-23 16:44:09,440 INFO [train.py:927] (2/8) Epoch 6, batch 16600, giga_loss[loss=0.274, simple_loss=0.3428, pruned_loss=0.1026, over 12366.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04007, over 145.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3292, pruned_loss=0.09376, over 2474557.36 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07271, over 20195.82 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.317, pruned_loss=0.08258, over 2468553.52 frames. utt_duration=1222 frames, utt_pad_proportion=0.06385, over 8092.57 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3305, pruned_loss=0.09485, over 2475225.50 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07364, over 21483.44 utterances.], batch size: 145, lr: 5.21e-04
2022-08-23 16:45:52,803 INFO [train.py:927] (2/8) Epoch 6, batch 16650, giga_loss[loss=0.2228, simple_loss=0.303, pruned_loss=0.07128, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02759, over 45.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3301, pruned_loss=0.09464, over 2474384.16 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0745, over 20792.12 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3163, pruned_loss=0.08226, over 2468758.91 frames. utt_duration=1228 frames, utt_pad_proportion=0.06276, over 8052.78 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.332, pruned_loss=0.09603, over 2474866.83 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07556, over 22128.83 utterances.], batch size: 45, lr: 5.21e-04
2022-08-23 16:47:35,921 INFO [train.py:927] (2/8) Epoch 6, batch 16700, giga_loss[loss=0.217, simple_loss=0.3119, pruned_loss=0.0611, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03424, over 75.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3306, pruned_loss=0.09451, over 2474084.64 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07467, over 20418.95 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3167, pruned_loss=0.08257, over 2468464.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06495, over 8084.73 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3324, pruned_loss=0.09587, over 2474991.31 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07498, over 22005.38 utterances.], batch size: 75, lr: 5.21e-04
2022-08-23 16:49:19,303 INFO [train.py:927] (2/8) Epoch 6, batch 16750, giga_loss[loss=0.3502, simple_loss=0.3836, pruned_loss=0.1584, over 12382.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.26, simple_loss=0.331, pruned_loss=0.09445, over 2474907.43 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07677, over 21188.36 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.0823, over 2468835.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.0635, over 8056.59 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3332, pruned_loss=0.09615, over 2475447.37 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07749, over 22861.57 utterances.], batch size: 260, lr: 5.21e-04
2022-08-23 16:51:02,326 INFO [train.py:927] (2/8) Epoch 6, batch 16800, libri_loss[loss=0.2832, simple_loss=0.3527, pruned_loss=0.1069, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01261, over 40.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3298, pruned_loss=0.09325, over 2475139.71 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07424, over 20660.18 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.317, pruned_loss=0.08279, over 2469207.82 frames. utt_duration=1214 frames, utt_pad_proportion=0.06717, over 8144.16 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3312, pruned_loss=0.09437, over 2475336.77 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07401, over 22151.32 utterances.], batch size: 40, lr: 5.21e-04
2022-08-23 16:52:45,909 INFO [train.py:927] (2/8) Epoch 6, batch 16850, giga_loss[loss=0.2332, simple_loss=0.3156, pruned_loss=0.07539, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3288, pruned_loss=0.09199, over 2475135.81 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07086, over 19603.62 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.317, pruned_loss=0.08283, over 2469180.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.06564, over 8119.10 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3303, pruned_loss=0.09311, over 2475494.20 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07149, over 21141.25 utterances.], batch size: 58, lr: 5.21e-04
2022-08-23 16:54:32,756 INFO [train.py:927] (2/8) Epoch 6, batch 16900, libri_loss[loss=0.2308, simple_loss=0.3021, pruned_loss=0.07978, over 12129.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006242, over 32.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3289, pruned_loss=0.09338, over 2474704.66 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07071, over 19867.34 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08281, over 2468654.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.06444, over 8081.53 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3306, pruned_loss=0.09452, over 2475571.93 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07167, over 21388.55 utterances.], batch size: 32, lr: 5.21e-04
2022-08-23 16:56:18,818 INFO [train.py:927] (2/8) Epoch 6, batch 16950, giga_loss[loss=0.2689, simple_loss=0.3417, pruned_loss=0.09804, over 12264.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03065, over 45.00 utterances.], tot_loss[loss=0.2601, simple_loss=0.3304, pruned_loss=0.09491, over 2474825.66 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07406, over 20484.96 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08284, over 2468645.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06355, over 8066.98 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3319, pruned_loss=0.09598, over 2475632.87 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07493, over 21917.33 utterances.], batch size: 45, lr: 5.21e-04
2022-08-23 16:58:00,175 INFO [train.py:927] (2/8) Epoch 6, batch 17000, giga_loss[loss=0.2271, simple_loss=0.3078, pruned_loss=0.07319, over 12362.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03263, over 62.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3306, pruned_loss=0.09484, over 2475117.59 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07396, over 20695.07 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3163, pruned_loss=0.08252, over 2468848.72 frames. utt_duration=1218 frames, utt_pad_proportion=0.06694, over 8114.90 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3327, pruned_loss=0.09635, over 2475787.62 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07367, over 22183.67 utterances.], batch size: 62, lr: 5.21e-04
2022-08-23 16:59:41,785 INFO [train.py:927] (2/8) Epoch 6, batch 17050, giga_loss[loss=0.2483, simple_loss=0.3287, pruned_loss=0.08399, over 12382.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04004, over 113.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3306, pruned_loss=0.09436, over 2475259.15 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07735, over 20950.98 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3169, pruned_loss=0.08311, over 2469051.29 frames. utt_duration=1216 frames, utt_pad_proportion=0.06603, over 8131.56 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.332, pruned_loss=0.09534, over 2475782.77 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07725, over 22462.13 utterances.], batch size: 113, lr: 5.20e-04
2022-08-23 17:01:28,448 INFO [train.py:927] (2/8) Epoch 6, batch 17100, giga_loss[loss=0.2547, simple_loss=0.3298, pruned_loss=0.08985, over 12449.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03508, over 105.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3296, pruned_loss=0.09344, over 2474984.15 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07199, over 20482.35 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3171, pruned_loss=0.08324, over 2469216.83 frames. utt_duration=1218 frames, utt_pad_proportion=0.0651, over 8119.97 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3308, pruned_loss=0.09429, over 2475353.35 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07259, over 21923.23 utterances.], batch size: 105, lr: 5.20e-04
2022-08-23 17:03:12,088 INFO [train.py:927] (2/8) Epoch 6, batch 17150, giga_loss[loss=0.2525, simple_loss=0.3226, pruned_loss=0.09123, over 12353.00 frames. utt_duration=442.7 frames, utt_pad_proportion=0.03337, over 112.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3273, pruned_loss=0.09249, over 2474634.99 frames. utt_duration=473 frames, utt_pad_proportion=0.07677, over 20993.75 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3173, pruned_loss=0.08314, over 2469176.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.06474, over 8123.11 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3283, pruned_loss=0.0934, over 2475047.85 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07717, over 22306.88 utterances.], batch size: 112, lr: 5.20e-04
2022-08-23 17:04:57,262 INFO [train.py:927] (2/8) Epoch 6, batch 17200, giga_loss[loss=0.2144, simple_loss=0.2922, pruned_loss=0.06828, over 12454.00 frames. utt_duration=907 frames, utt_pad_proportion=0.03094, over 55.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3241, pruned_loss=0.091, over 2475002.58 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07472, over 20322.11 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08344, over 2469128.53 frames. utt_duration=1207 frames, utt_pad_proportion=0.06753, over 8193.40 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3247, pruned_loss=0.09169, over 2475547.29 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07438, over 21662.65 utterances.], batch size: 55, lr: 5.20e-04
2022-08-23 17:06:42,353 INFO [train.py:927] (2/8) Epoch 6, batch 17250, giga_loss[loss=0.1956, simple_loss=0.283, pruned_loss=0.05409, over 12393.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04123, over 26.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3233, pruned_loss=0.09039, over 2474817.69 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06834, over 20177.78 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3177, pruned_loss=0.08349, over 2468987.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.06652, over 8165.73 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.324, pruned_loss=0.09104, over 2475479.78 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06878, over 21495.37 utterances.], batch size: 26, lr: 5.20e-04
2022-08-23 17:08:27,607 INFO [train.py:927] (2/8) Epoch 6, batch 17300, giga_loss[loss=0.2222, simple_loss=0.3022, pruned_loss=0.07115, over 12436.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.02919, over 55.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08734, over 2475839.80 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06602, over 20812.29 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3178, pruned_loss=0.08356, over 2469406.88 frames. utt_duration=1213 frames, utt_pad_proportion=0.06552, over 8154.78 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.323, pruned_loss=0.08792, over 2476146.80 frames. utt_duration=448.7 frames, utt_pad_proportion=0.06682, over 22144.74 utterances.], batch size: 55, lr: 5.20e-04
2022-08-23 17:10:13,114 INFO [train.py:927] (2/8) Epoch 6, batch 17350, giga_loss[loss=0.2109, simple_loss=0.3005, pruned_loss=0.06072, over 12357.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03343, over 62.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3188, pruned_loss=0.08351, over 2476105.20 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06485, over 21124.40 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3168, pruned_loss=0.0831, over 2469577.09 frames. utt_duration=1222 frames, utt_pad_proportion=0.06357, over 8094.16 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3204, pruned_loss=0.08449, over 2476452.54 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06617, over 22792.45 utterances.], batch size: 62, lr: 5.20e-04
2022-08-23 17:11:57,117 INFO [train.py:927] (2/8) Epoch 6, batch 17400, giga_loss[loss=0.2084, simple_loss=0.3052, pruned_loss=0.05578, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3169, pruned_loss=0.08025, over 2476068.13 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0644, over 21573.71 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3168, pruned_loss=0.08329, over 2469626.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06325, over 8093.60 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3181, pruned_loss=0.08086, over 2476458.79 frames. utt_duration=428.3 frames, utt_pad_proportion=0.0656, over 23208.95 utterances.], batch size: 62, lr: 5.20e-04
2022-08-23 17:13:42,966 INFO [train.py:927] (2/8) Epoch 6, batch 17450, giga_loss[loss=0.2316, simple_loss=0.318, pruned_loss=0.07256, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03645, over 105.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3179, pruned_loss=0.07899, over 2476108.18 frames. utt_duration=444.2 frames, utt_pad_proportion=0.06653, over 22371.48 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.08326, over 2469633.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06253, over 8087.20 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3177, pruned_loss=0.07945, over 2476511.02 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06757, over 23857.52 utterances.], batch size: 105, lr: 5.20e-04
2022-08-23 17:15:24,371 INFO [train.py:927] (2/8) Epoch 6, batch 17500, libri_loss[loss=0.2033, simple_loss=0.2743, pruned_loss=0.06617, over 12276.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03073, over 27.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3146, pruned_loss=0.077, over 2475968.22 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07118, over 22990.67 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3179, pruned_loss=0.08323, over 2469610.54 frames. utt_duration=1211 frames, utt_pad_proportion=0.06618, over 8165.15 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3146, pruned_loss=0.07719, over 2476576.24 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07068, over 24684.50 utterances.], batch size: 27, lr: 5.20e-04
2022-08-23 17:17:07,477 INFO [train.py:927] (2/8) Epoch 6, batch 17550, giga_loss[loss=0.2539, simple_loss=0.3236, pruned_loss=0.09206, over 12444.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3135, pruned_loss=0.07609, over 2476211.19 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06874, over 23286.49 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3178, pruned_loss=0.08323, over 2469616.38 frames. utt_duration=1216 frames, utt_pad_proportion=0.06496, over 8136.40 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3135, pruned_loss=0.07607, over 2476841.07 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06889, over 25009.13 utterances.], batch size: 105, lr: 5.20e-04
2022-08-23 17:18:51,061 INFO [train.py:927] (2/8) Epoch 6, batch 17600, libri_loss[loss=0.2798, simple_loss=0.3404, pruned_loss=0.1096, over 12393.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009284, over 38.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3111, pruned_loss=0.07431, over 2475837.77 frames. utt_duration=433.6 frames, utt_pad_proportion=0.06883, over 22916.40 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3179, pruned_loss=0.08352, over 2469350.38 frames. utt_duration=1208 frames, utt_pad_proportion=0.06746, over 8185.67 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3108, pruned_loss=0.07375, over 2476792.24 frames. utt_duration=402 frames, utt_pad_proportion=0.06829, over 24734.94 utterances.], batch size: 38, lr: 5.19e-04
2022-08-23 17:20:34,917 INFO [train.py:927] (2/8) Epoch 6, batch 17650, giga_loss[loss=0.1946, simple_loss=0.2836, pruned_loss=0.0528, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06296, over 183.00 utterances.], tot_loss[loss=0.225, simple_loss=0.307, pruned_loss=0.07146, over 2476558.22 frames. utt_duration=451.6 frames, utt_pad_proportion=0.0635, over 22006.62 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3173, pruned_loss=0.08325, over 2470022.23 frames. utt_duration=1213 frames, utt_pad_proportion=0.06534, over 8152.88 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.307, pruned_loss=0.07081, over 2477002.11 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06408, over 24109.00 utterances.], batch size: 183, lr: 5.19e-04
2022-08-23 17:22:22,144 INFO [train.py:927] (2/8) Epoch 6, batch 17700, giga_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05676, over 12407.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06291, over 183.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.0709, over 2476568.64 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06923, over 23378.09 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3174, pruned_loss=0.08335, over 2469997.05 frames. utt_duration=1214 frames, utt_pad_proportion=0.06486, over 8145.39 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.305, pruned_loss=0.07018, over 2477004.96 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06944, over 25183.22 utterances.], batch size: 183, lr: 5.19e-04
2022-08-23 17:24:16,504 INFO [train.py:927] (2/8) Epoch 6, batch 17750, giga_loss[loss=0.2498, simple_loss=0.3301, pruned_loss=0.08476, over 12388.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07454, over 212.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3068, pruned_loss=0.07086, over 2476653.86 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06907, over 23722.28 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3174, pruned_loss=0.08321, over 2469927.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06391, over 8121.66 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3064, pruned_loss=0.07017, over 2477181.49 frames. utt_duration=390.8 frames, utt_pad_proportion=0.06956, over 25450.85 utterances.], batch size: 212, lr: 5.19e-04
2022-08-23 17:26:24,506 INFO [train.py:927] (2/8) Epoch 6, batch 17800, giga_loss[loss=0.2103, simple_loss=0.2901, pruned_loss=0.06526, over 12385.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02813, over 85.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3067, pruned_loss=0.07006, over 2477361.69 frames. utt_duration=416.9 frames, utt_pad_proportion=0.0641, over 23847.68 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3173, pruned_loss=0.08306, over 2469757.87 frames. utt_duration=1216 frames, utt_pad_proportion=0.06443, over 8132.51 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3064, pruned_loss=0.06952, over 2477985.05 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06461, over 25334.46 utterances.], batch size: 85, lr: 5.19e-04
2022-08-23 17:28:28,413 INFO [train.py:927] (2/8) Epoch 6, batch 17850, giga_loss[loss=0.1902, simple_loss=0.2831, pruned_loss=0.0486, over 12303.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03579, over 51.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3046, pruned_loss=0.06806, over 2477801.45 frames. utt_duration=407 frames, utt_pad_proportion=0.06657, over 24433.54 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3174, pruned_loss=0.0831, over 2470093.80 frames. utt_duration=1217 frames, utt_pad_proportion=0.06364, over 8125.57 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3041, pruned_loss=0.06741, over 2478095.61 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06704, over 25822.22 utterances.], batch size: 51, lr: 5.19e-04
2022-08-23 17:30:35,087 INFO [train.py:927] (2/8) Epoch 6, batch 17900, libri_loss[loss=0.1812, simple_loss=0.2642, pruned_loss=0.04914, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009152, over 29.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3016, pruned_loss=0.06677, over 2477725.53 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06607, over 23611.43 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08298, over 2470461.56 frames. utt_duration=1225 frames, utt_pad_proportion=0.0623, over 8079.32 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3011, pruned_loss=0.06597, over 2477820.08 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06689, over 25197.07 utterances.], batch size: 29, lr: 5.19e-04
2022-08-23 17:32:26,380 INFO [train.py:927] (2/8) Epoch 6, batch 17950, giga_loss[loss=0.221, simple_loss=0.3098, pruned_loss=0.06613, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3002, pruned_loss=0.06671, over 2477519.00 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07101, over 24267.33 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3165, pruned_loss=0.08272, over 2470129.31 frames. utt_duration=1220 frames, utt_pad_proportion=0.06398, over 8108.73 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2997, pruned_loss=0.06563, over 2478217.59 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07091, over 26189.17 utterances.], batch size: 113, lr: 5.19e-04
2022-08-23 17:34:33,105 INFO [train.py:927] (2/8) Epoch 6, batch 18000, giga_loss[loss=0.1932, simple_loss=0.2832, pruned_loss=0.05165, over 12400.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05923, over 182.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3015, pruned_loss=0.06688, over 2477101.79 frames. utt_duration=396 frames, utt_pad_proportion=0.07634, over 25100.46 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3169, pruned_loss=0.08305, over 2469859.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.06768, over 8183.49 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3002, pruned_loss=0.06519, over 2478163.47 frames. utt_duration=366.5 frames, utt_pad_proportion=0.07518, over 27141.94 utterances.], batch size: 182, lr: 5.19e-04
2022-08-23 17:34:33,106 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 17:34:46,679 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1845, simple_loss=0.2937, pruned_loss=0.03759, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 17:36:55,993 INFO [train.py:927] (2/8) Epoch 6, batch 18050, giga_loss[loss=0.2251, simple_loss=0.3073, pruned_loss=0.07145, over 12458.00 frames. utt_duration=542.9 frames, utt_pad_proportion=0.03228, over 92.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2991, pruned_loss=0.06548, over 2476362.37 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07544, over 24766.37 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3168, pruned_loss=0.08288, over 2469696.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.06699, over 8178.36 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2977, pruned_loss=0.06379, over 2477550.31 frames. utt_duration=370 frames, utt_pad_proportion=0.07483, over 26875.21 utterances.], batch size: 92, lr: 5.19e-04
2022-08-23 17:38:56,073 INFO [train.py:927] (2/8) Epoch 6, batch 18100, giga_loss[loss=0.2118, simple_loss=0.3182, pruned_loss=0.05273, over 12455.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03169, over 75.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3027, pruned_loss=0.06561, over 2477174.21 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07411, over 24957.94 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3176, pruned_loss=0.08314, over 2470126.35 frames. utt_duration=1210 frames, utt_pad_proportion=0.06618, over 8176.88 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3004, pruned_loss=0.06355, over 2477909.93 frames. utt_duration=367 frames, utt_pad_proportion=0.074, over 27100.89 utterances.], batch size: 75, lr: 5.19e-04
2022-08-23 17:41:00,098 INFO [train.py:927] (2/8) Epoch 6, batch 18150, giga_loss[loss=0.1921, simple_loss=0.2969, pruned_loss=0.04365, over 12242.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.05771, over 26.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3037, pruned_loss=0.0649, over 2477591.37 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07529, over 25657.50 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3176, pruned_loss=0.08315, over 2470435.40 frames. utt_duration=1201 frames, utt_pad_proportion=0.06899, over 8240.13 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3014, pruned_loss=0.06277, over 2478097.42 frames. utt_duration=358.1 frames, utt_pad_proportion=0.07453, over 27774.47 utterances.], batch size: 26, lr: 5.19e-04
2022-08-23 17:43:09,077 INFO [train.py:927] (2/8) Epoch 6, batch 18200, giga_loss[loss=0.186, simple_loss=0.2805, pruned_loss=0.0458, over 12363.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03316, over 62.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3033, pruned_loss=0.06444, over 2477395.70 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07409, over 24354.91 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3177, pruned_loss=0.08322, over 2470339.52 frames. utt_duration=1190 frames, utt_pad_proportion=0.07301, over 8314.13 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.3012, pruned_loss=0.06233, over 2478045.18 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07249, over 26280.70 utterances.], batch size: 62, lr: 5.18e-04
2022-08-23 17:45:31,593 INFO [train.py:927] (2/8) Epoch 6, batch 18250, giga_loss[loss=0.2375, simple_loss=0.3193, pruned_loss=0.07781, over 12414.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07025, over 213.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3046, pruned_loss=0.06588, over 2477768.32 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06807, over 23991.55 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08343, over 2470191.93 frames. utt_duration=1191 frames, utt_pad_proportion=0.0718, over 8306.43 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3024, pruned_loss=0.06358, over 2478559.97 frames. utt_duration=384 frames, utt_pad_proportion=0.06751, over 25897.67 utterances.], batch size: 213, lr: 5.18e-04
2022-08-23 17:47:32,028 INFO [train.py:927] (2/8) Epoch 6, batch 18300, giga_loss[loss=0.2015, simple_loss=0.2919, pruned_loss=0.05558, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04574, over 146.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3017, pruned_loss=0.06498, over 2477745.16 frames. utt_duration=418 frames, utt_pad_proportion=0.06567, over 23776.62 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3173, pruned_loss=0.08321, over 2470046.22 frames. utt_duration=1196 frames, utt_pad_proportion=0.07016, over 8269.70 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2999, pruned_loss=0.06258, over 2478870.21 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06576, over 26000.51 utterances.], batch size: 146, lr: 5.18e-04
2022-08-23 17:49:40,370 INFO [train.py:927] (2/8) Epoch 6, batch 18350, giga_loss[loss=0.2416, simple_loss=0.329, pruned_loss=0.07712, over 12386.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02746, over 91.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2989, pruned_loss=0.06408, over 2478099.17 frames. utt_duration=408 frames, utt_pad_proportion=0.06875, over 24365.13 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3168, pruned_loss=0.08294, over 2469860.40 frames. utt_duration=1202 frames, utt_pad_proportion=0.06891, over 8227.35 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2975, pruned_loss=0.06201, over 2479315.90 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06892, over 26520.21 utterances.], batch size: 91, lr: 5.18e-04
2022-08-23 17:51:43,807 INFO [train.py:927] (2/8) Epoch 6, batch 18400, giga_loss[loss=0.2081, simple_loss=0.2985, pruned_loss=0.05886, over 12373.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3015, pruned_loss=0.06507, over 2478307.60 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06844, over 24264.05 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.317, pruned_loss=0.0828, over 2469876.85 frames. utt_duration=1200 frames, utt_pad_proportion=0.06837, over 8246.01 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2998, pruned_loss=0.06303, over 2479500.97 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06879, over 26418.94 utterances.], batch size: 62, lr: 5.18e-04
2022-08-23 17:53:37,119 INFO [train.py:927] (2/8) Epoch 6, batch 18450, giga_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.07452, over 12421.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03209, over 122.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.301, pruned_loss=0.06594, over 2478683.28 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06467, over 23927.22 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.0827, over 2470119.63 frames. utt_duration=1205 frames, utt_pad_proportion=0.06681, over 8206.77 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2994, pruned_loss=0.06385, over 2479713.23 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06566, over 26210.03 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 17:55:44,707 INFO [train.py:927] (2/8) Epoch 6, batch 18500, giga_loss[loss=0.2381, simple_loss=0.3096, pruned_loss=0.08331, over 12378.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09214, over 254.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3014, pruned_loss=0.0664, over 2478369.15 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06552, over 24141.27 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3165, pruned_loss=0.08279, over 2470011.01 frames. utt_duration=1200 frames, utt_pad_proportion=0.06941, over 8244.39 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3, pruned_loss=0.06428, over 2479485.16 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06553, over 26290.69 utterances.], batch size: 254, lr: 5.18e-04
2022-08-23 17:58:12,499 INFO [train.py:927] (2/8) Epoch 6, batch 18550, giga_loss[loss=0.183, simple_loss=0.2776, pruned_loss=0.0442, over 12352.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02753, over 66.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3013, pruned_loss=0.06598, over 2477542.54 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06228, over 23267.29 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3156, pruned_loss=0.08223, over 2469473.17 frames. utt_duration=1205 frames, utt_pad_proportion=0.06779, over 8205.71 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3003, pruned_loss=0.06394, over 2479350.86 frames. utt_duration=385 frames, utt_pad_proportion=0.06293, over 25835.55 utterances.], batch size: 66, lr: 5.18e-04
2022-08-23 18:00:16,262 INFO [train.py:927] (2/8) Epoch 6, batch 18600, giga_loss[loss=0.175, simple_loss=0.2534, pruned_loss=0.04836, over 12414.00 frames. utt_duration=474 frames, utt_pad_proportion=0.0385, over 105.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2966, pruned_loss=0.06462, over 2477788.46 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06547, over 23295.75 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3151, pruned_loss=0.08206, over 2469598.19 frames. utt_duration=1200 frames, utt_pad_proportion=0.07049, over 8244.14 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2958, pruned_loss=0.06267, over 2479342.30 frames. utt_duration=386.9 frames, utt_pad_proportion=0.0648, over 25712.56 utterances.], batch size: 105, lr: 5.18e-04
2022-08-23 18:02:11,523 INFO [train.py:927] (2/8) Epoch 6, batch 18650, giga_loss[loss=0.1872, simple_loss=0.2706, pruned_loss=0.05186, over 12399.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02629, over 91.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.294, pruned_loss=0.06354, over 2477539.75 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06817, over 24195.61 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3147, pruned_loss=0.08189, over 2469449.63 frames. utt_duration=1200 frames, utt_pad_proportion=0.0707, over 8241.68 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2935, pruned_loss=0.0619, over 2479012.31 frames. utt_duration=378 frames, utt_pad_proportion=0.06735, over 26317.15 utterances.], batch size: 91, lr: 5.18e-04
2022-08-23 18:04:10,613 INFO [train.py:927] (2/8) Epoch 6, batch 18700, giga_loss[loss=0.191, simple_loss=0.2846, pruned_loss=0.04874, over 12327.00 frames. utt_duration=705.4 frames, utt_pad_proportion=0.03231, over 70.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2944, pruned_loss=0.06373, over 2477337.01 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06932, over 24186.56 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3147, pruned_loss=0.08183, over 2469325.42 frames. utt_duration=1204 frames, utt_pad_proportion=0.06877, over 8212.40 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2933, pruned_loss=0.06184, over 2478930.15 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06906, over 26472.82 utterances.], batch size: 70, lr: 5.18e-04
2022-08-23 18:06:20,031 INFO [train.py:927] (2/8) Epoch 6, batch 18750, giga_loss[loss=0.2007, simple_loss=0.2816, pruned_loss=0.0599, over 12409.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03162, over 122.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.294, pruned_loss=0.06327, over 2477436.83 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06952, over 24059.11 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3151, pruned_loss=0.08227, over 2469219.58 frames. utt_duration=1181 frames, utt_pad_proportion=0.07702, over 8376.78 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2923, pruned_loss=0.061, over 2478960.39 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06673, over 26020.97 utterances.], batch size: 122, lr: 5.17e-04
2022-08-23 18:08:31,716 INFO [train.py:927] (2/8) Epoch 6, batch 18800, giga_loss[loss=0.1781, simple_loss=0.263, pruned_loss=0.04655, over 12418.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04568, over 31.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2935, pruned_loss=0.06319, over 2477067.72 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07069, over 24163.33 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3149, pruned_loss=0.08226, over 2468791.74 frames. utt_duration=1185 frames, utt_pad_proportion=0.07597, over 8346.85 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2918, pruned_loss=0.06098, over 2478825.08 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06862, over 26090.02 utterances.], batch size: 31, lr: 5.17e-04
2022-08-23 18:10:28,315 INFO [train.py:927] (2/8) Epoch 6, batch 18850, giga_loss[loss=0.1792, simple_loss=0.2666, pruned_loss=0.04586, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02467, over 48.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2943, pruned_loss=0.06445, over 2476459.38 frames. utt_duration=399.3 frames, utt_pad_proportion=0.07406, over 24884.63 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3159, pruned_loss=0.08264, over 2468514.48 frames. utt_duration=1189 frames, utt_pad_proportion=0.07465, over 8315.56 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2916, pruned_loss=0.06191, over 2478257.22 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07261, over 26822.21 utterances.], batch size: 48, lr: 5.17e-04
2022-08-23 18:12:25,280 INFO [train.py:927] (2/8) Epoch 6, batch 18900, giga_loss[loss=0.2184, simple_loss=0.3063, pruned_loss=0.06521, over 12419.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07309, over 212.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2955, pruned_loss=0.0632, over 2476822.12 frames. utt_duration=396.6 frames, utt_pad_proportion=0.0724, over 25056.65 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3171, pruned_loss=0.08276, over 2468543.11 frames. utt_duration=1193 frames, utt_pad_proportion=0.07386, over 8286.99 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2921, pruned_loss=0.06084, over 2478323.18 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07156, over 26830.59 utterances.], batch size: 212, lr: 5.17e-04
2022-08-23 18:14:23,270 INFO [train.py:927] (2/8) Epoch 6, batch 18950, giga_loss[loss=0.2842, simple_loss=0.3434, pruned_loss=0.1125, over 12387.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09757, over 256.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2969, pruned_loss=0.06366, over 2476695.06 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07467, over 25624.48 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3165, pruned_loss=0.08246, over 2468267.54 frames. utt_duration=1198 frames, utt_pad_proportion=0.07283, over 8248.54 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2943, pruned_loss=0.06171, over 2478242.14 frames. utt_duration=363.5 frames, utt_pad_proportion=0.07416, over 27362.94 utterances.], batch size: 256, lr: 5.17e-04
2022-08-23 18:16:23,113 INFO [train.py:927] (2/8) Epoch 6, batch 19000, giga_loss[loss=0.1679, simple_loss=0.2636, pruned_loss=0.03612, over 12395.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2961, pruned_loss=0.06327, over 2476648.22 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07216, over 25376.44 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08225, over 2468088.22 frames. utt_duration=1204 frames, utt_pad_proportion=0.07182, over 8210.88 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2943, pruned_loss=0.06158, over 2478212.69 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07221, over 27116.63 utterances.], batch size: 75, lr: 5.17e-04
2022-08-23 18:18:22,885 INFO [train.py:927] (2/8) Epoch 6, batch 19050, giga_loss[loss=0.1822, simple_loss=0.2612, pruned_loss=0.05158, over 12363.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02661, over 66.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2938, pruned_loss=0.06219, over 2476367.16 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06786, over 24554.34 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3154, pruned_loss=0.08213, over 2467572.06 frames. utt_duration=1209 frames, utt_pad_proportion=0.07082, over 8173.91 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2924, pruned_loss=0.06064, over 2478223.75 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06842, over 26264.73 utterances.], batch size: 66, lr: 5.17e-04
2022-08-23 18:20:24,756 INFO [train.py:927] (2/8) Epoch 6, batch 19100, giga_loss[loss=0.2384, simple_loss=0.3223, pruned_loss=0.07727, over 12423.00 frames. utt_duration=547.1 frames, utt_pad_proportion=0.02484, over 91.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2944, pruned_loss=0.06252, over 2476457.94 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06863, over 24948.86 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.315, pruned_loss=0.08184, over 2467462.92 frames. utt_duration=1215 frames, utt_pad_proportion=0.06894, over 8132.43 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.293, pruned_loss=0.06093, over 2478322.71 frames. utt_duration=370 frames, utt_pad_proportion=0.06954, over 26879.42 utterances.], batch size: 91, lr: 5.17e-04
2022-08-23 18:22:26,605 INFO [train.py:927] (2/8) Epoch 6, batch 19150, giga_loss[loss=0.2316, simple_loss=0.3134, pruned_loss=0.07485, over 12414.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07737, over 213.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.0637, over 2476695.26 frames. utt_duration=400 frames, utt_pad_proportion=0.06926, over 24845.37 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3152, pruned_loss=0.08193, over 2467527.44 frames. utt_duration=1192 frames, utt_pad_proportion=0.07638, over 8292.08 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2948, pruned_loss=0.06179, over 2478437.08 frames. utt_duration=371.2 frames, utt_pad_proportion=0.06809, over 26795.74 utterances.], batch size: 213, lr: 5.17e-04
2022-08-23 18:24:16,337 INFO [train.py:927] (2/8) Epoch 6, batch 19200, giga_loss[loss=0.2096, simple_loss=0.301, pruned_loss=0.05909, over 12411.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05106, over 161.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2988, pruned_loss=0.06445, over 2476643.62 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06999, over 25005.75 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3152, pruned_loss=0.08172, over 2467509.63 frames. utt_duration=1196 frames, utt_pad_proportion=0.07524, over 8260.48 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2971, pruned_loss=0.0628, over 2478232.14 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06933, over 26906.61 utterances.], batch size: 161, lr: 5.17e-04
2022-08-23 18:26:34,276 INFO [train.py:927] (2/8) Epoch 6, batch 19250, giga_loss[loss=0.2132, simple_loss=0.2963, pruned_loss=0.06504, over 12403.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.03759, over 105.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2994, pruned_loss=0.06499, over 2476302.05 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06993, over 25052.28 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3148, pruned_loss=0.08162, over 2467043.64 frames. utt_duration=1199 frames, utt_pad_proportion=0.07446, over 8240.24 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2979, pruned_loss=0.06331, over 2478239.20 frames. utt_duration=367.6 frames, utt_pad_proportion=0.06962, over 27058.33 utterances.], batch size: 105, lr: 5.17e-04
2022-08-23 18:28:31,652 INFO [train.py:927] (2/8) Epoch 6, batch 19300, giga_loss[loss=0.2062, simple_loss=0.2922, pruned_loss=0.06011, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03894, over 133.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2985, pruned_loss=0.06493, over 2476657.22 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06865, over 24792.77 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3146, pruned_loss=0.08169, over 2467071.42 frames. utt_duration=1195 frames, utt_pad_proportion=0.07658, over 8271.58 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.297, pruned_loss=0.063, over 2478475.75 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06785, over 26904.78 utterances.], batch size: 133, lr: 5.17e-04
2022-08-23 18:30:35,732 INFO [train.py:927] (2/8) Epoch 6, batch 19350, giga_loss[loss=0.2137, simple_loss=0.2932, pruned_loss=0.06714, over 12390.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03551, over 113.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2971, pruned_loss=0.06485, over 2476840.17 frames. utt_duration=393 frames, utt_pad_proportion=0.07081, over 25288.71 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3146, pruned_loss=0.0818, over 2467269.67 frames. utt_duration=1197 frames, utt_pad_proportion=0.0752, over 8256.80 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2956, pruned_loss=0.06285, over 2478334.47 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07032, over 27339.27 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:32:35,038 INFO [train.py:927] (2/8) Epoch 6, batch 19400, giga_loss[loss=0.1931, simple_loss=0.2782, pruned_loss=0.05398, over 12355.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1737, over 355.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.06475, over 2477080.28 frames. utt_duration=389 frames, utt_pad_proportion=0.07214, over 25552.03 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3152, pruned_loss=0.0821, over 2467465.02 frames. utt_duration=1199 frames, utt_pad_proportion=0.07379, over 8245.46 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06251, over 2478305.37 frames. utt_duration=360.7 frames, utt_pad_proportion=0.07199, over 27572.15 utterances.], batch size: 355, lr: 5.16e-04
2022-08-23 18:34:34,335 INFO [train.py:927] (2/8) Epoch 6, batch 19450, giga_loss[loss=0.2037, simple_loss=0.2986, pruned_loss=0.05444, over 12451.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02976, over 80.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2981, pruned_loss=0.06347, over 2476956.00 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06694, over 24218.78 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.08223, over 2467417.38 frames. utt_duration=1202 frames, utt_pad_proportion=0.07267, over 8222.73 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2956, pruned_loss=0.06127, over 2478145.96 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06746, over 26133.67 utterances.], batch size: 80, lr: 5.16e-04
2022-08-23 18:36:36,306 INFO [train.py:927] (2/8) Epoch 6, batch 19500, giga_loss[loss=0.2212, simple_loss=0.2859, pruned_loss=0.07828, over 12368.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1752, over 356.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.298, pruned_loss=0.06272, over 2477097.57 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06784, over 24384.17 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.315, pruned_loss=0.08197, over 2467234.45 frames. utt_duration=1209 frames, utt_pad_proportion=0.07157, over 8170.75 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06076, over 2478423.32 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06846, over 26326.70 utterances.], batch size: 356, lr: 5.16e-04
2022-08-23 18:38:39,533 INFO [train.py:927] (2/8) Epoch 6, batch 19550, giga_loss[loss=0.2042, simple_loss=0.2964, pruned_loss=0.05602, over 12358.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04324, over 133.00 utterances.], tot_loss[loss=0.212, simple_loss=0.298, pruned_loss=0.06302, over 2477302.31 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06851, over 24871.74 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3151, pruned_loss=0.08221, over 2467486.09 frames. utt_duration=1201 frames, utt_pad_proportion=0.07432, over 8229.80 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.296, pruned_loss=0.06065, over 2478458.06 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06814, over 26896.28 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:40:56,794 INFO [train.py:927] (2/8) Epoch 6, batch 19600, libri_loss[loss=0.1935, simple_loss=0.2698, pruned_loss=0.05863, over 12290.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009382, over 28.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2981, pruned_loss=0.06237, over 2477327.45 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06939, over 24856.36 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3146, pruned_loss=0.08203, over 2467638.12 frames. utt_duration=1206 frames, utt_pad_proportion=0.07346, over 8192.47 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2967, pruned_loss=0.0603, over 2478286.86 frames. utt_duration=371 frames, utt_pad_proportion=0.06923, over 26804.32 utterances.], batch size: 28, lr: 5.16e-04
2022-08-23 18:43:13,857 INFO [train.py:927] (2/8) Epoch 6, batch 19650, giga_loss[loss=0.2112, simple_loss=0.3005, pruned_loss=0.06097, over 12472.00 frames. utt_duration=624.9 frames, utt_pad_proportion=0.02823, over 80.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.3001, pruned_loss=0.0628, over 2477169.19 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06959, over 24709.46 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3146, pruned_loss=0.08205, over 2467461.06 frames. utt_duration=1209 frames, utt_pad_proportion=0.07262, over 8172.70 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2988, pruned_loss=0.06089, over 2478205.07 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06967, over 26486.27 utterances.], batch size: 80, lr: 5.16e-04
2022-08-23 18:45:29,243 INFO [train.py:927] (2/8) Epoch 6, batch 19700, giga_loss[loss=0.1796, simple_loss=0.2604, pruned_loss=0.0494, over 12405.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03742, over 40.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2976, pruned_loss=0.06174, over 2477252.41 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06501, over 23296.29 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3147, pruned_loss=0.08219, over 2467606.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.07205, over 8175.17 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2962, pruned_loss=0.05988, over 2478069.99 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06551, over 24901.47 utterances.], batch size: 40, lr: 5.16e-04
2022-08-23 18:47:35,321 INFO [train.py:927] (2/8) Epoch 6, batch 19750, giga_loss[loss=0.2037, simple_loss=0.2935, pruned_loss=0.057, over 12427.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02971, over 122.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06045, over 2477568.75 frames. utt_duration=437.9 frames, utt_pad_proportion=0.06142, over 22691.07 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3148, pruned_loss=0.0822, over 2467541.31 frames. utt_duration=1211 frames, utt_pad_proportion=0.0712, over 8161.63 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2951, pruned_loss=0.05869, over 2478392.62 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06225, over 24172.00 utterances.], batch size: 122, lr: 5.16e-04
2022-08-23 18:49:35,779 INFO [train.py:927] (2/8) Epoch 6, batch 19800, giga_loss[loss=0.2027, simple_loss=0.2926, pruned_loss=0.05635, over 12334.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03507, over 62.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2983, pruned_loss=0.06135, over 2477367.72 frames. utt_duration=433 frames, utt_pad_proportion=0.06076, over 22947.59 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3148, pruned_loss=0.08203, over 2467717.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.06981, over 8146.71 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2968, pruned_loss=0.05963, over 2478096.69 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0618, over 24456.71 utterances.], batch size: 62, lr: 5.16e-04
2022-08-23 18:51:26,644 INFO [train.py:927] (2/8) Epoch 6, batch 19850, giga_loss[loss=0.2118, simple_loss=0.2907, pruned_loss=0.06645, over 12443.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03411, over 105.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2983, pruned_loss=0.06182, over 2477544.83 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06156, over 23363.58 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3149, pruned_loss=0.08214, over 2467610.94 frames. utt_duration=1215 frames, utt_pad_proportion=0.06882, over 8135.76 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2967, pruned_loss=0.05999, over 2478417.94 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06257, over 24837.19 utterances.], batch size: 105, lr: 5.16e-04
2022-08-23 18:53:22,177 INFO [train.py:927] (2/8) Epoch 6, batch 19900, giga_loss[loss=0.2032, simple_loss=0.2935, pruned_loss=0.05647, over 12407.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03604, over 113.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2969, pruned_loss=0.06197, over 2477390.58 frames. utt_duration=409.9 frames, utt_pad_proportion=0.0664, over 24245.90 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3147, pruned_loss=0.0821, over 2467515.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.0679, over 8122.55 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2954, pruned_loss=0.06009, over 2478413.37 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06718, over 25802.47 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:55:03,956 INFO [train.py:927] (2/8) Epoch 6, batch 19950, giga_loss[loss=0.2952, simple_loss=0.364, pruned_loss=0.1132, over 12407.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09935, over 257.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3049, pruned_loss=0.06685, over 2476586.51 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06728, over 24043.55 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3146, pruned_loss=0.08207, over 2467542.81 frames. utt_duration=1220 frames, utt_pad_proportion=0.06712, over 8102.82 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3036, pruned_loss=0.06514, over 2477491.54 frames. utt_duration=390 frames, utt_pad_proportion=0.06806, over 25489.53 utterances.], batch size: 257, lr: 5.15e-04
2022-08-23 18:56:48,086 INFO [train.py:927] (2/8) Epoch 6, batch 20000, giga_loss[loss=0.2129, simple_loss=0.2843, pruned_loss=0.07075, over 12441.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03485, over 37.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3065, pruned_loss=0.0688, over 2476730.63 frames. utt_duration=440.6 frames, utt_pad_proportion=0.06603, over 22550.61 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3148, pruned_loss=0.08221, over 2467615.25 frames. utt_duration=1222 frames, utt_pad_proportion=0.0664, over 8086.78 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3052, pruned_loss=0.06707, over 2477548.94 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06699, over 23999.19 utterances.], batch size: 37, lr: 5.15e-04
2022-08-23 18:58:30,247 INFO [train.py:927] (2/8) Epoch 6, batch 20050, giga_loss[loss=0.2072, simple_loss=0.2843, pruned_loss=0.06508, over 12402.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03875, over 105.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3016, pruned_loss=0.06736, over 2475154.25 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06379, over 21062.91 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08169, over 2467397.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06504, over 8038.90 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3007, pruned_loss=0.06608, over 2476237.83 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06517, over 22635.64 utterances.], batch size: 105, lr: 5.15e-04
2022-08-23 19:00:13,150 INFO [train.py:927] (2/8) Epoch 6, batch 20100, giga_loss[loss=0.1788, simple_loss=0.2544, pruned_loss=0.05159, over 12385.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04106, over 133.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2944, pruned_loss=0.06475, over 2474444.07 frames. utt_duration=508.1 frames, utt_pad_proportion=0.05968, over 19530.09 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3147, pruned_loss=0.08195, over 2467464.07 frames. utt_duration=1228 frames, utt_pad_proportion=0.06513, over 8050.41 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2932, pruned_loss=0.06329, over 2475336.29 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06104, over 20925.95 utterances.], batch size: 133, lr: 5.15e-04
2022-08-23 19:01:54,276 INFO [train.py:927] (2/8) Epoch 6, batch 20150, giga_loss[loss=0.1893, simple_loss=0.2642, pruned_loss=0.05718, over 12416.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2872, pruned_loss=0.06195, over 2474782.44 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06108, over 19525.52 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3145, pruned_loss=0.082, over 2467276.64 frames. utt_duration=1229 frames, utt_pad_proportion=0.06443, over 8040.41 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06043, over 2475770.63 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0623, over 20842.71 utterances.], batch size: 183, lr: 5.15e-04
2022-08-23 19:03:37,149 INFO [train.py:927] (2/8) Epoch 6, batch 20200, giga_loss[loss=0.1755, simple_loss=0.2489, pruned_loss=0.05107, over 12470.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03541, over 43.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2828, pruned_loss=0.06068, over 2474411.06 frames. utt_duration=509 frames, utt_pad_proportion=0.0611, over 19498.46 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3146, pruned_loss=0.08213, over 2467446.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.06378, over 8030.56 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2809, pruned_loss=0.05878, over 2475268.88 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06227, over 20877.16 utterances.], batch size: 43, lr: 5.15e-04
2022-08-23 19:05:19,572 INFO [train.py:927] (2/8) Epoch 6, batch 20250, giga_loss[loss=0.1978, simple_loss=0.2846, pruned_loss=0.05549, over 12367.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2786, pruned_loss=0.05945, over 2474169.97 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06486, over 20107.27 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3149, pruned_loss=0.0823, over 2467288.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06303, over 8020.18 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2763, pruned_loss=0.05746, over 2475097.16 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06586, over 21381.43 utterances.], batch size: 182, lr: 5.15e-04
2022-08-23 19:07:02,133 INFO [train.py:927] (2/8) Epoch 6, batch 20300, giga_loss[loss=0.1706, simple_loss=0.2503, pruned_loss=0.04544, over 12462.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.03028, over 80.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2747, pruned_loss=0.05784, over 2474050.47 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06334, over 20262.31 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.315, pruned_loss=0.08219, over 2467037.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.06214, over 7990.07 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2721, pruned_loss=0.05596, over 2475122.25 frames. utt_duration=461.7 frames, utt_pad_proportion=0.0645, over 21511.14 utterances.], batch size: 80, lr: 5.15e-04
2022-08-23 19:08:45,093 INFO [train.py:927] (2/8) Epoch 6, batch 20350, giga_loss[loss=0.1635, simple_loss=0.2346, pruned_loss=0.04623, over 12383.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02674, over 91.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2706, pruned_loss=0.05623, over 2473960.22 frames. utt_duration=499 frames, utt_pad_proportion=0.06295, over 19889.41 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3146, pruned_loss=0.08208, over 2467193.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06118, over 7982.77 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2676, pruned_loss=0.05411, over 2474857.04 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06426, over 21229.62 utterances.], batch size: 91, lr: 5.15e-04
2022-08-23 19:10:26,027 INFO [train.py:927] (2/8) Epoch 6, batch 20400, giga_loss[loss=0.2237, simple_loss=0.3139, pruned_loss=0.06671, over 12398.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02498, over 66.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2714, pruned_loss=0.05728, over 2473709.85 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06124, over 18859.74 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3143, pruned_loss=0.08204, over 2466825.27 frames. utt_duration=1244 frames, utt_pad_proportion=0.0594, over 7943.19 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2676, pruned_loss=0.05453, over 2475057.54 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06315, over 20456.29 utterances.], batch size: 66, lr: 5.15e-04
2022-08-23 19:12:08,665 INFO [train.py:927] (2/8) Epoch 6, batch 20450, giga_loss[loss=0.2266, simple_loss=0.308, pruned_loss=0.07258, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02656, over 45.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2814, pruned_loss=0.06262, over 2473292.68 frames. utt_duration=511 frames, utt_pad_proportion=0.06689, over 19416.19 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3136, pruned_loss=0.08179, over 2466415.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.05876, over 7903.69 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2783, pruned_loss=0.06027, over 2474882.28 frames. utt_duration=474.2 frames, utt_pad_proportion=0.0683, over 20938.87 utterances.], batch size: 45, lr: 5.15e-04
2022-08-23 19:13:48,459 INFO [train.py:927] (2/8) Epoch 6, batch 20500, giga_loss[loss=0.2541, simple_loss=0.331, pruned_loss=0.08863, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03642, over 105.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2906, pruned_loss=0.06633, over 2473098.15 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07113, over 19700.70 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3143, pruned_loss=0.08213, over 2466440.63 frames. utt_duration=1239 frames, utt_pad_proportion=0.06213, over 7972.67 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2873, pruned_loss=0.06401, over 2474381.03 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0708, over 20940.35 utterances.], batch size: 105, lr: 5.15e-04
2022-08-23 19:15:36,013 INFO [train.py:927] (2/8) Epoch 6, batch 20550, giga_loss[loss=0.2528, simple_loss=0.3359, pruned_loss=0.08489, over 12426.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05482, over 162.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2943, pruned_loss=0.06683, over 2472894.97 frames. utt_duration=497.8 frames, utt_pad_proportion=0.0728, over 19928.06 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3142, pruned_loss=0.08215, over 2466339.90 frames. utt_duration=1240 frames, utt_pad_proportion=0.06204, over 7967.18 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2913, pruned_loss=0.06462, over 2474144.47 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07254, over 21182.96 utterances.], batch size: 162, lr: 5.14e-04
2022-08-23 19:17:19,168 INFO [train.py:927] (2/8) Epoch 6, batch 20600, giga_loss[loss=0.2318, simple_loss=0.3229, pruned_loss=0.07038, over 12389.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03893, over 113.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2989, pruned_loss=0.06929, over 2473428.24 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07159, over 20035.28 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3141, pruned_loss=0.08206, over 2466177.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.0604, over 7928.83 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2961, pruned_loss=0.0672, over 2474817.04 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07212, over 21455.17 utterances.], batch size: 113, lr: 5.14e-04
2022-08-23 19:19:02,349 INFO [train.py:927] (2/8) Epoch 6, batch 20650, giga_loss[loss=0.2433, simple_loss=0.3251, pruned_loss=0.08075, over 12402.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3032, pruned_loss=0.07102, over 2473953.69 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06838, over 19374.73 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.314, pruned_loss=0.08191, over 2465932.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.05998, over 7913.59 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3009, pruned_loss=0.0694, over 2475323.59 frames. utt_duration=482 frames, utt_pad_proportion=0.06918, over 20607.40 utterances.], batch size: 133, lr: 5.14e-04
2022-08-23 19:20:43,281 INFO [train.py:927] (2/8) Epoch 6, batch 20700, giga_loss[loss=0.225, simple_loss=0.3113, pruned_loss=0.06933, over 12208.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03819, over 28.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3059, pruned_loss=0.07148, over 2473339.52 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06317, over 17925.09 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3139, pruned_loss=0.08191, over 2466139.28 frames. utt_duration=1251 frames, utt_pad_proportion=0.05884, over 7895.84 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.304, pruned_loss=0.06998, over 2474441.77 frames. utt_duration=518 frames, utt_pad_proportion=0.06462, over 19162.29 utterances.], batch size: 28, lr: 5.14e-04
2022-08-23 19:22:23,646 INFO [train.py:927] (2/8) Epoch 6, batch 20750, giga_loss[loss=0.2588, simple_loss=0.3497, pruned_loss=0.08396, over 12423.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03711, over 37.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.309, pruned_loss=0.07175, over 2473094.36 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06375, over 17403.17 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3155, pruned_loss=0.08266, over 2465944.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.05772, over 7886.53 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3059, pruned_loss=0.06953, over 2474391.87 frames. utt_duration=530 frames, utt_pad_proportion=0.06543, over 18727.22 utterances.], batch size: 37, lr: 5.14e-04
2022-08-23 19:24:08,862 INFO [train.py:927] (2/8) Epoch 6, batch 20800, giga_loss[loss=0.2063, simple_loss=0.3043, pruned_loss=0.05413, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02882, over 45.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3096, pruned_loss=0.07113, over 2472751.88 frames. utt_duration=602.5 frames, utt_pad_proportion=0.0591, over 16458.07 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3155, pruned_loss=0.08272, over 2466023.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05644, over 7874.58 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3068, pruned_loss=0.06893, over 2473946.32 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06139, over 17825.31 utterances.], batch size: 45, lr: 5.14e-04
2022-08-23 19:25:49,507 INFO [train.py:927] (2/8) Epoch 6, batch 20850, giga_loss[loss=0.2558, simple_loss=0.33, pruned_loss=0.09073, over 12344.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03162, over 104.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3113, pruned_loss=0.07348, over 2472765.05 frames. utt_duration=610.4 frames, utt_pad_proportion=0.05886, over 16244.78 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3153, pruned_loss=0.08275, over 2466269.35 frames. utt_duration=1256 frames, utt_pad_proportion=0.05546, over 7864.26 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3091, pruned_loss=0.0714, over 2473688.41 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06116, over 17579.04 utterances.], batch size: 104, lr: 5.14e-04
2022-08-23 19:27:34,171 INFO [train.py:927] (2/8) Epoch 6, batch 20900, giga_loss[loss=0.2071, simple_loss=0.2779, pruned_loss=0.06813, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03078, over 36.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3121, pruned_loss=0.07529, over 2472635.09 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06152, over 16429.29 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3156, pruned_loss=0.08301, over 2466661.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.05903, over 7947.80 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3101, pruned_loss=0.0733, over 2473093.15 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06169, over 17521.91 utterances.], batch size: 36, lr: 5.14e-04
2022-08-23 19:29:19,071 INFO [train.py:927] (2/8) Epoch 6, batch 20950, giga_loss[loss=0.2501, simple_loss=0.3202, pruned_loss=0.08995, over 12400.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06276, over 183.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3116, pruned_loss=0.07562, over 2473109.97 frames. utt_duration=620.6 frames, utt_pad_proportion=0.06, over 15979.88 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3162, pruned_loss=0.08345, over 2467111.20 frames. utt_duration=1225 frames, utt_pad_proportion=0.063, over 8066.98 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3093, pruned_loss=0.07338, over 2473274.92 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05854, over 17005.04 utterances.], batch size: 183, lr: 5.14e-04
2022-08-23 19:30:58,616 INFO [train.py:927] (2/8) Epoch 6, batch 21000, giga_loss[loss=0.2183, simple_loss=0.295, pruned_loss=0.07078, over 12312.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03544, over 58.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3108, pruned_loss=0.0751, over 2472732.58 frames. utt_duration=622.3 frames, utt_pad_proportion=0.06152, over 15933.83 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.316, pruned_loss=0.08325, over 2466872.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06078, over 8027.56 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3088, pruned_loss=0.07302, over 2473388.57 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06129, over 17236.36 utterances.], batch size: 58, lr: 5.14e-04
2022-08-23 19:30:58,617 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 19:31:12,147 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1841, simple_loss=0.2934, pruned_loss=0.03746, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 19:32:56,559 INFO [train.py:927] (2/8) Epoch 6, batch 21050, giga_loss[loss=0.2278, simple_loss=0.298, pruned_loss=0.07875, over 12472.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03379, over 46.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.074, over 2473523.68 frames. utt_duration=599.9 frames, utt_pad_proportion=0.06087, over 16534.84 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3159, pruned_loss=0.08328, over 2466825.11 frames. utt_duration=1231 frames, utt_pad_proportion=0.06044, over 8023.25 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3069, pruned_loss=0.07225, over 2474152.51 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06089, over 17647.83 utterances.], batch size: 46, lr: 5.14e-04
2022-08-23 19:34:40,328 INFO [train.py:927] (2/8) Epoch 6, batch 21100, giga_loss[loss=0.2121, simple_loss=0.2924, pruned_loss=0.06584, over 12444.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03125, over 55.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3043, pruned_loss=0.07282, over 2473190.88 frames. utt_duration=559.3 frames, utt_pad_proportion=0.07088, over 17734.72 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3164, pruned_loss=0.08379, over 2466965.94 frames. utt_duration=1220 frames, utt_pad_proportion=0.06407, over 8097.43 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3023, pruned_loss=0.07072, over 2473721.10 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06907, over 18762.33 utterances.], batch size: 55, lr: 5.13e-04
2022-08-23 19:36:22,776 INFO [train.py:927] (2/8) Epoch 6, batch 21150, libri_loss[loss=0.2949, simple_loss=0.3618, pruned_loss=0.114, over 12402.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007753, over 38.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3031, pruned_loss=0.07244, over 2473649.43 frames. utt_duration=543.3 frames, utt_pad_proportion=0.07074, over 18262.51 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3169, pruned_loss=0.08408, over 2466996.58 frames. utt_duration=1214 frames, utt_pad_proportion=0.06455, over 8138.42 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3008, pruned_loss=0.07024, over 2474191.38 frames. utt_duration=515 frames, utt_pad_proportion=0.06925, over 19274.00 utterances.], batch size: 38, lr: 5.13e-04
2022-08-23 19:38:03,215 INFO [train.py:927] (2/8) Epoch 6, batch 21200, giga_loss[loss=0.2176, simple_loss=0.2986, pruned_loss=0.06827, over 12441.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3009, pruned_loss=0.07157, over 2473853.48 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06709, over 17482.42 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3167, pruned_loss=0.08404, over 2467103.99 frames. utt_duration=1220 frames, utt_pad_proportion=0.06323, over 8098.68 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2989, pruned_loss=0.0695, over 2474373.10 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06659, over 18599.15 utterances.], batch size: 123, lr: 5.13e-04
2022-08-23 19:39:44,662 INFO [train.py:927] (2/8) Epoch 6, batch 21250, giga_loss[loss=0.1926, simple_loss=0.2732, pruned_loss=0.05601, over 12405.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.03811, over 26.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2981, pruned_loss=0.07061, over 2474015.11 frames. utt_duration=574.3 frames, utt_pad_proportion=0.0647, over 17276.64 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.317, pruned_loss=0.0844, over 2466885.70 frames. utt_duration=1211 frames, utt_pad_proportion=0.06665, over 8155.67 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2958, pruned_loss=0.06834, over 2474825.76 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06296, over 18326.80 utterances.], batch size: 26, lr: 5.13e-04
2022-08-23 19:41:26,369 INFO [train.py:927] (2/8) Epoch 6, batch 21300, giga_loss[loss=0.1954, simple_loss=0.2756, pruned_loss=0.05757, over 12453.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.295, pruned_loss=0.06965, over 2474082.66 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05972, over 16272.28 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3169, pruned_loss=0.08438, over 2466910.76 frames. utt_duration=1216 frames, utt_pad_proportion=0.06509, over 8125.37 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2927, pruned_loss=0.06746, over 2474896.34 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05914, over 17367.77 utterances.], batch size: 105, lr: 5.13e-04
2022-08-23 19:43:06,697 INFO [train.py:927] (2/8) Epoch 6, batch 21350, libri_loss[loss=0.2365, simple_loss=0.3159, pruned_loss=0.07854, over 12317.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006607, over 36.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2917, pruned_loss=0.06826, over 2473487.06 frames. utt_duration=626.5 frames, utt_pad_proportion=0.05882, over 15829.28 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3166, pruned_loss=0.08418, over 2466816.43 frames. utt_duration=1219 frames, utt_pad_proportion=0.06392, over 8106.51 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2892, pruned_loss=0.06604, over 2474517.24 frames. utt_duration=581.5 frames, utt_pad_proportion=0.05885, over 17064.84 utterances.], batch size: 36, lr: 5.13e-04
2022-08-23 19:44:47,517 INFO [train.py:927] (2/8) Epoch 6, batch 21400, giga_loss[loss=0.2077, simple_loss=0.2793, pruned_loss=0.06805, over 12357.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.181, over 361.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2885, pruned_loss=0.06704, over 2472487.64 frames. utt_duration=614.9 frames, utt_pad_proportion=0.06, over 16122.65 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3168, pruned_loss=0.08427, over 2466784.35 frames. utt_duration=1220 frames, utt_pad_proportion=0.06367, over 8100.98 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2862, pruned_loss=0.06515, over 2473347.65 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06004, over 17126.46 utterances.], batch size: 361, lr: 5.13e-04
2022-08-23 19:46:29,776 INFO [train.py:927] (2/8) Epoch 6, batch 21450, giga_loss[loss=0.2253, simple_loss=0.3025, pruned_loss=0.0741, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2879, pruned_loss=0.06636, over 2472046.31 frames. utt_duration=628.4 frames, utt_pad_proportion=0.06122, over 15772.44 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3174, pruned_loss=0.08442, over 2466824.37 frames. utt_duration=1221 frames, utt_pad_proportion=0.06307, over 8090.15 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.285, pruned_loss=0.06439, over 2472790.29 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06137, over 16716.56 utterances.], batch size: 91, lr: 5.13e-04
2022-08-23 19:48:15,410 INFO [train.py:927] (2/8) Epoch 6, batch 21500, giga_loss[loss=0.2337, simple_loss=0.2953, pruned_loss=0.08606, over 12458.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03764, over 37.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2912, pruned_loss=0.06838, over 2472257.14 frames. utt_duration=635.9 frames, utt_pad_proportion=0.0565, over 15587.00 utterances.], libri_tot_loss[loss=0.2431, simple_loss=0.3173, pruned_loss=0.08443, over 2466766.30 frames. utt_duration=1226 frames, utt_pad_proportion=0.06187, over 8057.18 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2884, pruned_loss=0.06642, over 2473031.20 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05735, over 16547.26 utterances.], batch size: 37, lr: 5.13e-04
2022-08-23 19:49:56,964 INFO [train.py:927] (2/8) Epoch 6, batch 21550, giga_loss[loss=0.2247, simple_loss=0.308, pruned_loss=0.07068, over 12385.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04796, over 31.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.297, pruned_loss=0.07208, over 2472631.39 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06519, over 16685.55 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3166, pruned_loss=0.08397, over 2467030.04 frames. utt_duration=1228 frames, utt_pad_proportion=0.06099, over 8046.81 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2947, pruned_loss=0.07054, over 2473161.81 frames. utt_duration=561 frames, utt_pad_proportion=0.06577, over 17681.99 utterances.], batch size: 31, lr: 5.13e-04
2022-08-23 19:51:39,545 INFO [train.py:927] (2/8) Epoch 6, batch 21600, giga_loss[loss=0.255, simple_loss=0.3281, pruned_loss=0.09098, over 12401.00 frames. utt_duration=236.8 frames, utt_pad_proportion=0.0679, over 211.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3024, pruned_loss=0.07389, over 2472940.62 frames. utt_duration=582.8 frames, utt_pad_proportion=0.06604, over 17018.10 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08403, over 2466829.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06416, over 8109.87 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07233, over 2473666.11 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06506, over 17948.89 utterances.], batch size: 211, lr: 5.13e-04
2022-08-23 19:53:21,505 INFO [train.py:927] (2/8) Epoch 6, batch 21650, giga_loss[loss=0.2244, simple_loss=0.3164, pruned_loss=0.06621, over 12282.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02633, over 54.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3104, pruned_loss=0.0781, over 2473973.80 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06426, over 17888.47 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3168, pruned_loss=0.08428, over 2466921.61 frames. utt_duration=1210 frames, utt_pad_proportion=0.06739, over 8168.58 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3083, pruned_loss=0.07651, over 2474589.48 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06244, over 18743.18 utterances.], batch size: 54, lr: 5.13e-04
2022-08-23 19:55:00,508 INFO [train.py:927] (2/8) Epoch 6, batch 21700, giga_loss[loss=0.2489, simple_loss=0.3251, pruned_loss=0.08631, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04226, over 31.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.309, pruned_loss=0.07609, over 2473438.59 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06326, over 18107.45 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3169, pruned_loss=0.08421, over 2466715.30 frames. utt_duration=1215 frames, utt_pad_proportion=0.06607, over 8130.16 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.0747, over 2474273.93 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06229, over 19069.10 utterances.], batch size: 31, lr: 5.12e-04
2022-08-23 19:56:40,733 INFO [train.py:927] (2/8) Epoch 6, batch 21750, giga_loss[loss=0.2164, simple_loss=0.3019, pruned_loss=0.06546, over 12304.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3079, pruned_loss=0.07482, over 2473508.84 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06223, over 18164.58 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3167, pruned_loss=0.08417, over 2466822.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.06483, over 8096.25 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3063, pruned_loss=0.07355, over 2474232.10 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06198, over 19189.49 utterances.], batch size: 51, lr: 5.12e-04
2022-08-23 19:58:24,360 INFO [train.py:927] (2/8) Epoch 6, batch 21800, giga_loss[loss=0.218, simple_loss=0.3, pruned_loss=0.06796, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03274, over 51.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3099, pruned_loss=0.07622, over 2473645.02 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06512, over 18606.78 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3165, pruned_loss=0.08415, over 2467380.52 frames. utt_duration=1222 frames, utt_pad_proportion=0.06358, over 8085.66 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.0749, over 2473966.17 frames. utt_duration=501 frames, utt_pad_proportion=0.06519, over 19810.20 utterances.], batch size: 51, lr: 5.12e-04
2022-08-23 20:00:09,136 INFO [train.py:927] (2/8) Epoch 6, batch 21850, giga_loss[loss=0.2562, simple_loss=0.3289, pruned_loss=0.09178, over 12412.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.0336, over 80.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3108, pruned_loss=0.07673, over 2473539.14 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06198, over 17867.29 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3157, pruned_loss=0.08367, over 2467217.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.06231, over 8050.89 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3101, pruned_loss=0.07587, over 2474150.97 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06271, over 19190.15 utterances.], batch size: 80, lr: 5.12e-04
2022-08-23 20:01:51,709 INFO [train.py:927] (2/8) Epoch 6, batch 21900, giga_loss[loss=0.2286, simple_loss=0.3153, pruned_loss=0.07092, over 12379.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3126, pruned_loss=0.07798, over 2472996.69 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06025, over 17482.30 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08406, over 2467295.62 frames. utt_duration=1218 frames, utt_pad_proportion=0.06545, over 8112.80 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3113, pruned_loss=0.07682, over 2473515.94 frames. utt_duration=531.7 frames, utt_pad_proportion=0.05962, over 18661.26 utterances.], batch size: 58, lr: 5.12e-04
2022-08-23 20:03:36,340 INFO [train.py:927] (2/8) Epoch 6, batch 21950, giga_loss[loss=0.2141, simple_loss=0.302, pruned_loss=0.0631, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.03959, over 33.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3127, pruned_loss=0.0777, over 2472446.30 frames. utt_duration=589 frames, utt_pad_proportion=0.05905, over 16833.47 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3166, pruned_loss=0.08394, over 2467121.09 frames. utt_duration=1222 frames, utt_pad_proportion=0.06447, over 8084.74 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07676, over 2473121.75 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05895, over 17952.47 utterances.], batch size: 33, lr: 5.12e-04
2022-08-23 20:05:18,931 INFO [train.py:927] (2/8) Epoch 6, batch 22000, giga_loss[loss=0.2333, simple_loss=0.3183, pruned_loss=0.07414, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03244, over 39.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3143, pruned_loss=0.07761, over 2472933.61 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05793, over 16483.29 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3167, pruned_loss=0.08396, over 2467304.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.06405, over 8088.86 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3133, pruned_loss=0.0768, over 2473349.94 frames. utt_duration=569 frames, utt_pad_proportion=0.05805, over 17434.25 utterances.], batch size: 39, lr: 5.12e-04
2022-08-23 20:07:02,547 INFO [train.py:927] (2/8) Epoch 6, batch 22050, giga_loss[loss=0.2327, simple_loss=0.3156, pruned_loss=0.07489, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0344, over 40.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3133, pruned_loss=0.07732, over 2473172.22 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05555, over 15721.10 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3165, pruned_loss=0.08386, over 2467740.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.06339, over 8089.15 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3125, pruned_loss=0.07659, over 2473281.24 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05598, over 16700.38 utterances.], batch size: 40, lr: 5.12e-04
2022-08-23 20:08:46,637 INFO [train.py:927] (2/8) Epoch 6, batch 22100, giga_loss[loss=0.2578, simple_loss=0.3325, pruned_loss=0.09158, over 12446.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03575, over 86.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3129, pruned_loss=0.07723, over 2474381.25 frames. utt_duration=619.4 frames, utt_pad_proportion=0.0561, over 16018.71 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3164, pruned_loss=0.08376, over 2467862.58 frames. utt_duration=1223 frames, utt_pad_proportion=0.06316, over 8080.70 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07672, over 2474388.24 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05648, over 16827.21 utterances.], batch size: 86, lr: 5.12e-04
2022-08-23 20:10:28,082 INFO [train.py:927] (2/8) Epoch 6, batch 22150, giga_loss[loss=0.2464, simple_loss=0.3079, pruned_loss=0.09243, over 12367.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2008, over 368.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3127, pruned_loss=0.07728, over 2473852.45 frames. utt_duration=617.1 frames, utt_pad_proportion=0.0602, over 16074.58 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3165, pruned_loss=0.08383, over 2467970.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.06354, over 8104.30 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07673, over 2473849.10 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06012, over 16799.27 utterances.], batch size: 368, lr: 5.12e-04
2022-08-23 20:12:12,477 INFO [train.py:927] (2/8) Epoch 6, batch 22200, giga_loss[loss=0.199, simple_loss=0.2892, pruned_loss=0.05444, over 12386.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02441, over 66.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.07655, over 2473275.17 frames. utt_duration=652.3 frames, utt_pad_proportion=0.05587, over 15201.56 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3164, pruned_loss=0.08369, over 2468262.36 frames. utt_duration=1227 frames, utt_pad_proportion=0.06204, over 8057.33 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.312, pruned_loss=0.07603, over 2473160.09 frames. utt_duration=617.3 frames, utt_pad_proportion=0.05661, over 16065.62 utterances.], batch size: 66, lr: 5.12e-04
2022-08-23 20:13:53,969 INFO [train.py:927] (2/8) Epoch 6, batch 22250, giga_loss[loss=0.1955, simple_loss=0.2788, pruned_loss=0.05607, over 12362.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03084, over 51.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3103, pruned_loss=0.07558, over 2473812.56 frames. utt_duration=645.9 frames, utt_pad_proportion=0.0601, over 15355.71 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3165, pruned_loss=0.08372, over 2468342.78 frames. utt_duration=1223 frames, utt_pad_proportion=0.06236, over 8084.63 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3098, pruned_loss=0.07507, over 2473695.74 frames. utt_duration=617 frames, utt_pad_proportion=0.06032, over 16076.48 utterances.], batch size: 51, lr: 5.12e-04
2022-08-23 20:15:37,651 INFO [train.py:927] (2/8) Epoch 6, batch 22300, giga_loss[loss=0.2186, simple_loss=0.2956, pruned_loss=0.07083, over 12391.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04128, over 26.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.308, pruned_loss=0.07479, over 2473637.71 frames. utt_duration=650.2 frames, utt_pad_proportion=0.05675, over 15253.42 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3165, pruned_loss=0.08382, over 2468309.10 frames. utt_duration=1222 frames, utt_pad_proportion=0.06211, over 8091.14 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3074, pruned_loss=0.07403, over 2473722.89 frames. utt_duration=619 frames, utt_pad_proportion=0.05712, over 16024.51 utterances.], batch size: 26, lr: 5.11e-04
2022-08-23 20:17:18,528 INFO [train.py:927] (2/8) Epoch 6, batch 22350, giga_loss[loss=0.2043, simple_loss=0.2851, pruned_loss=0.06174, over 12416.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02334, over 66.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3071, pruned_loss=0.07446, over 2472757.18 frames. utt_duration=640 frames, utt_pad_proportion=0.05712, over 15490.30 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3168, pruned_loss=0.08396, over 2468061.55 frames. utt_duration=1223 frames, utt_pad_proportion=0.06147, over 8080.42 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3061, pruned_loss=0.07357, over 2473154.06 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05765, over 16251.45 utterances.], batch size: 66, lr: 5.11e-04
2022-08-23 20:18:58,375 INFO [train.py:927] (2/8) Epoch 6, batch 22400, giga_loss[loss=0.2078, simple_loss=0.2841, pruned_loss=0.06575, over 12380.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02825, over 85.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3046, pruned_loss=0.07379, over 2472799.59 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05713, over 15650.15 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3166, pruned_loss=0.08403, over 2467597.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06138, over 8073.83 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3038, pruned_loss=0.07281, over 2473597.83 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05748, over 16417.84 utterances.], batch size: 85, lr: 5.11e-04
2022-08-23 20:20:40,395 INFO [train.py:927] (2/8) Epoch 6, batch 22450, giga_loss[loss=0.2628, simple_loss=0.3345, pruned_loss=0.09558, over 12364.00 frames. utt_duration=236 frames, utt_pad_proportion=0.071, over 211.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3014, pruned_loss=0.0724, over 2472798.33 frames. utt_duration=637.2 frames, utt_pad_proportion=0.05473, over 15559.26 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08399, over 2467536.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.06153, over 8091.55 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3007, pruned_loss=0.07153, over 2473563.66 frames. utt_duration=610.3 frames, utt_pad_proportion=0.05501, over 16250.76 utterances.], batch size: 211, lr: 5.11e-04
2022-08-23 20:22:18,311 INFO [train.py:927] (2/8) Epoch 6, batch 22500, libri_loss[loss=0.2679, simple_loss=0.3305, pruned_loss=0.1026, over 12487.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01184, over 40.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3003, pruned_loss=0.07137, over 2473496.13 frames. utt_duration=634.7 frames, utt_pad_proportion=0.05248, over 15625.07 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3159, pruned_loss=0.08375, over 2467883.71 frames. utt_duration=1227 frames, utt_pad_proportion=0.0606, over 8056.10 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2999, pruned_loss=0.07056, over 2473917.56 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05313, over 16422.13 utterances.], batch size: 40, lr: 5.11e-04
2022-08-23 20:24:04,219 INFO [train.py:927] (2/8) Epoch 6, batch 22550, giga_loss[loss=0.2108, simple_loss=0.3004, pruned_loss=0.06063, over 12382.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03154, over 51.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3021, pruned_loss=0.07174, over 2473659.81 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05964, over 16931.29 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3156, pruned_loss=0.08366, over 2467783.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.05995, over 8040.30 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3019, pruned_loss=0.07102, over 2474158.63 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06005, over 17676.42 utterances.], batch size: 51, lr: 5.11e-04
2022-08-23 20:25:42,703 INFO [train.py:927] (2/8) Epoch 6, batch 22600, giga_loss[loss=0.2121, simple_loss=0.3005, pruned_loss=0.06183, over 12342.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3037, pruned_loss=0.07214, over 2473382.83 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05851, over 17150.91 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3166, pruned_loss=0.08417, over 2468234.49 frames. utt_duration=1234 frames, utt_pad_proportion=0.05801, over 8011.94 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3021, pruned_loss=0.07063, over 2473599.53 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05968, over 18163.60 utterances.], batch size: 62, lr: 5.11e-04
2022-08-23 20:27:23,757 INFO [train.py:927] (2/8) Epoch 6, batch 22650, giga_loss[loss=0.3079, simple_loss=0.3627, pruned_loss=0.1266, over 12410.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3024, pruned_loss=0.07102, over 2473205.23 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05521, over 16547.30 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08408, over 2467957.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.05753, over 8018.56 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3008, pruned_loss=0.06953, over 2473751.03 frames. utt_duration=564 frames, utt_pad_proportion=0.05654, over 17591.96 utterances.], batch size: 258, lr: 5.11e-04
2022-08-23 20:29:05,641 INFO [train.py:927] (2/8) Epoch 6, batch 22700, giga_loss[loss=0.2181, simple_loss=0.3052, pruned_loss=0.06549, over 12362.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.0261, over 66.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.303, pruned_loss=0.07133, over 2473948.04 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05689, over 17121.55 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3159, pruned_loss=0.08385, over 2468410.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.05621, over 7985.49 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3018, pruned_loss=0.06992, over 2474172.98 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05836, over 18272.41 utterances.], batch size: 66, lr: 5.11e-04
2022-08-23 20:30:48,878 INFO [train.py:927] (2/8) Epoch 6, batch 22750, giga_loss[loss=0.2757, simple_loss=0.3461, pruned_loss=0.1026, over 12391.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06971, over 211.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07182, over 2473698.34 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05627, over 17490.74 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.316, pruned_loss=0.08386, over 2468160.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.05577, over 7975.66 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.304, pruned_loss=0.07058, over 2474169.37 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05763, over 18497.65 utterances.], batch size: 211, lr: 5.11e-04
2022-08-23 20:32:26,937 INFO [train.py:927] (2/8) Epoch 6, batch 22800, giga_loss[loss=0.1898, simple_loss=0.2794, pruned_loss=0.05014, over 12346.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04492, over 26.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3067, pruned_loss=0.07269, over 2473164.07 frames. utt_duration=569 frames, utt_pad_proportion=0.05685, over 17432.30 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3162, pruned_loss=0.08375, over 2468350.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.05493, over 7955.55 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3054, pruned_loss=0.07154, over 2473480.14 frames. utt_duration=537.5 frames, utt_pad_proportion=0.05823, over 18458.01 utterances.], batch size: 26, lr: 5.11e-04
2022-08-23 20:34:07,054 INFO [train.py:927] (2/8) Epoch 6, batch 22850, giga_loss[loss=0.231, simple_loss=0.2991, pruned_loss=0.08142, over 12474.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03485, over 43.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3068, pruned_loss=0.07304, over 2473547.54 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05591, over 16971.25 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3162, pruned_loss=0.08383, over 2468534.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.05935, over 8026.05 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.07197, over 2473686.40 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05547, over 17795.64 utterances.], batch size: 43, lr: 5.11e-04
2022-08-23 20:35:47,730 INFO [train.py:927] (2/8) Epoch 6, batch 22900, giga_loss[loss=0.2929, simple_loss=0.3484, pruned_loss=0.1187, over 12377.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1078, over 259.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3047, pruned_loss=0.07208, over 2473823.93 frames. utt_duration=575.2 frames, utt_pad_proportion=0.0552, over 17248.28 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3154, pruned_loss=0.08354, over 2468330.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.05841, over 7974.91 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3042, pruned_loss=0.07124, over 2474217.38 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05526, over 18156.66 utterances.], batch size: 259, lr: 5.10e-04
2022-08-23 20:37:23,197 INFO [train.py:927] (2/8) Epoch 6, batch 22950, giga_loss[loss=0.2178, simple_loss=0.3103, pruned_loss=0.06265, over 12340.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.0293, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3042, pruned_loss=0.07182, over 2474373.67 frames. utt_duration=561.2 frames, utt_pad_proportion=0.0567, over 17682.19 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3153, pruned_loss=0.08351, over 2468356.97 frames. utt_duration=1244 frames, utt_pad_proportion=0.05718, over 7949.15 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07084, over 2474799.49 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05708, over 18668.45 utterances.], batch size: 66, lr: 5.10e-04
2022-08-23 20:39:02,689 INFO [train.py:927] (2/8) Epoch 6, batch 23000, giga_loss[loss=0.2073, simple_loss=0.2832, pruned_loss=0.06575, over 12472.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04065, over 34.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3063, pruned_loss=0.07172, over 2474351.30 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05511, over 17992.87 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3156, pruned_loss=0.08351, over 2468349.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.05681, over 7950.90 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3055, pruned_loss=0.07081, over 2474783.29 frames. utt_duration=525.2 frames, utt_pad_proportion=0.05561, over 18902.47 utterances.], batch size: 34, lr: 5.10e-04
2022-08-23 20:40:41,804 INFO [train.py:927] (2/8) Epoch 6, batch 23050, giga_loss[loss=0.2064, simple_loss=0.2858, pruned_loss=0.06346, over 12232.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02963, over 45.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3053, pruned_loss=0.0721, over 2474390.26 frames. utt_duration=549 frames, utt_pad_proportion=0.05283, over 18078.67 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3155, pruned_loss=0.08356, over 2468134.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05617, over 7931.71 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3046, pruned_loss=0.07118, over 2475000.70 frames. utt_duration=524 frames, utt_pad_proportion=0.05354, over 18948.11 utterances.], batch size: 45, lr: 5.10e-04
2022-08-23 20:42:22,967 INFO [train.py:927] (2/8) Epoch 6, batch 23100, giga_loss[loss=0.1926, simple_loss=0.2728, pruned_loss=0.05622, over 12198.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03165, over 28.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3028, pruned_loss=0.07179, over 2473304.85 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05545, over 17767.95 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3156, pruned_loss=0.08359, over 2467533.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.05581, over 7936.76 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3017, pruned_loss=0.07054, over 2474610.41 frames. utt_duration=525.6 frames, utt_pad_proportion=0.05607, over 18885.90 utterances.], batch size: 28, lr: 5.10e-04
2022-08-23 20:44:03,862 INFO [train.py:927] (2/8) Epoch 6, batch 23150, giga_loss[loss=0.1953, simple_loss=0.2828, pruned_loss=0.05392, over 12464.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02764, over 55.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3016, pruned_loss=0.072, over 2473964.99 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06233, over 18449.91 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3155, pruned_loss=0.08356, over 2467691.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.05522, over 7915.84 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3006, pruned_loss=0.07089, over 2474930.33 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06267, over 19477.14 utterances.], batch size: 55, lr: 5.10e-04
2022-08-23 20:45:42,918 INFO [train.py:927] (2/8) Epoch 6, batch 23200, giga_loss[loss=0.1706, simple_loss=0.2552, pruned_loss=0.04302, over 12384.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02557, over 66.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.296, pruned_loss=0.0694, over 2473086.41 frames. utt_duration=568 frames, utt_pad_proportion=0.06262, over 17461.04 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3157, pruned_loss=0.08373, over 2467645.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.05918, over 7992.94 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2947, pruned_loss=0.06813, over 2474049.86 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06154, over 18435.06 utterances.], batch size: 66, lr: 5.10e-04
2022-08-23 20:47:24,389 INFO [train.py:927] (2/8) Epoch 6, batch 23250, giga_loss[loss=0.2268, simple_loss=0.2964, pruned_loss=0.07862, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0229, over 48.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2945, pruned_loss=0.06898, over 2472921.09 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06344, over 16891.45 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.316, pruned_loss=0.08398, over 2467478.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.05828, over 7997.00 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2924, pruned_loss=0.06713, over 2474072.69 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06299, over 18053.81 utterances.], batch size: 48, lr: 5.10e-04
2022-08-23 20:49:03,736 INFO [train.py:927] (2/8) Epoch 6, batch 23300, giga_loss[loss=0.2403, simple_loss=0.3122, pruned_loss=0.08423, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02799, over 48.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.296, pruned_loss=0.06936, over 2473094.29 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06537, over 17074.38 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3154, pruned_loss=0.0837, over 2467481.62 frames. utt_duration=1240 frames, utt_pad_proportion=0.05743, over 7972.27 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2944, pruned_loss=0.06788, over 2474107.04 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06527, over 18184.47 utterances.], batch size: 48, lr: 5.10e-04
2022-08-23 20:50:45,625 INFO [train.py:927] (2/8) Epoch 6, batch 23350, giga_loss[loss=0.2885, simple_loss=0.3546, pruned_loss=0.1112, over 12409.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07222, over 212.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2988, pruned_loss=0.07066, over 2473022.45 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06329, over 17213.92 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3151, pruned_loss=0.08348, over 2467361.22 frames. utt_duration=1242 frames, utt_pad_proportion=0.05661, over 7955.99 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2975, pruned_loss=0.0694, over 2474011.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06367, over 18265.79 utterances.], batch size: 212, lr: 5.10e-04
2022-08-23 20:52:30,161 INFO [train.py:927] (2/8) Epoch 6, batch 23400, giga_loss[loss=0.2401, simple_loss=0.3174, pruned_loss=0.08145, over 12421.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03175, over 80.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3023, pruned_loss=0.07242, over 2473810.89 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06249, over 17539.59 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3155, pruned_loss=0.08356, over 2467471.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.05621, over 7957.43 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3007, pruned_loss=0.07124, over 2474540.10 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06301, over 18457.13 utterances.], batch size: 80, lr: 5.10e-04
2022-08-23 20:54:15,184 INFO [train.py:927] (2/8) Epoch 6, batch 23450, giga_loss[loss=0.2681, simple_loss=0.3525, pruned_loss=0.09186, over 12374.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3106, pruned_loss=0.078, over 2473834.83 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06111, over 18600.36 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3154, pruned_loss=0.08348, over 2467501.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05515, over 7938.68 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3093, pruned_loss=0.07694, over 2474543.39 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06197, over 19567.41 utterances.], batch size: 145, lr: 5.10e-04
2022-08-23 20:55:58,085 INFO [train.py:927] (2/8) Epoch 6, batch 23500, giga_loss[loss=0.3037, simple_loss=0.3526, pruned_loss=0.1274, over 12406.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3164, pruned_loss=0.08205, over 2473932.27 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05803, over 18282.51 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3152, pruned_loss=0.08323, over 2467737.90 frames. utt_duration=1248 frames, utt_pad_proportion=0.05373, over 7920.05 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3155, pruned_loss=0.08133, over 2474505.81 frames. utt_duration=511.3 frames, utt_pad_proportion=0.05946, over 19416.02 utterances.], batch size: 259, lr: 5.10e-04
2022-08-23 20:57:42,189 INFO [train.py:927] (2/8) Epoch 6, batch 23550, giga_loss[loss=0.2581, simple_loss=0.3311, pruned_loss=0.09258, over 12336.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03203, over 85.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3237, pruned_loss=0.0881, over 2473943.11 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06141, over 18825.87 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3153, pruned_loss=0.08332, over 2468114.36 frames. utt_duration=1247 frames, utt_pad_proportion=0.05368, over 7925.34 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3229, pruned_loss=0.08744, over 2474210.35 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06236, over 19941.42 utterances.], batch size: 85, lr: 5.09e-04
2022-08-23 20:59:29,443 INFO [train.py:927] (2/8) Epoch 6, batch 23600, giga_loss[loss=0.2982, simple_loss=0.3557, pruned_loss=0.1203, over 12421.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.0485, over 147.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3285, pruned_loss=0.09239, over 2473812.93 frames. utt_duration=526.8 frames, utt_pad_proportion=0.0616, over 18837.84 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3158, pruned_loss=0.08368, over 2468094.07 frames. utt_duration=1238 frames, utt_pad_proportion=0.05749, over 7983.06 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3277, pruned_loss=0.09166, over 2474135.46 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06116, over 19854.91 utterances.], batch size: 147, lr: 5.09e-04
2022-08-23 21:01:16,923 INFO [train.py:927] (2/8) Epoch 6, batch 23650, libri_loss[loss=0.2677, simple_loss=0.341, pruned_loss=0.09719, over 12148.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005906, over 35.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3324, pruned_loss=0.09535, over 2473069.06 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06395, over 18830.98 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3158, pruned_loss=0.0834, over 2467618.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.05636, over 7962.84 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3324, pruned_loss=0.09552, over 2474043.12 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06402, over 20150.81 utterances.], batch size: 35, lr: 5.09e-04
2022-08-23 21:03:04,011 INFO [train.py:927] (2/8) Epoch 6, batch 23700, giga_loss[loss=0.2911, simple_loss=0.3504, pruned_loss=0.1159, over 12388.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3364, pruned_loss=0.09994, over 2472974.03 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07397, over 20402.62 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3154, pruned_loss=0.08324, over 2467565.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.05537, over 7928.63 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3377, pruned_loss=0.1008, over 2474060.79 frames. utt_duration=451.2 frames, utt_pad_proportion=0.074, over 22005.78 utterances.], batch size: 146, lr: 5.09e-04
2022-08-23 21:04:48,488 INFO [train.py:927] (2/8) Epoch 6, batch 23750, giga_loss[loss=0.2293, simple_loss=0.3067, pruned_loss=0.07594, over 12402.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02921, over 62.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3367, pruned_loss=0.1009, over 2473115.88 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07557, over 20615.31 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3153, pruned_loss=0.08324, over 2467482.85 frames. utt_duration=1232 frames, utt_pad_proportion=0.05887, over 8020.09 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3386, pruned_loss=0.1023, over 2474299.03 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07467, over 22369.81 utterances.], batch size: 62, lr: 5.09e-04
2022-08-23 21:06:33,244 INFO [train.py:927] (2/8) Epoch 6, batch 23800, giga_loss[loss=0.273, simple_loss=0.349, pruned_loss=0.09852, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03348, over 85.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3392, pruned_loss=0.1024, over 2472623.36 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08141, over 21591.49 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3156, pruned_loss=0.0834, over 2467268.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.05799, over 7993.86 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.341, pruned_loss=0.1038, over 2473849.72 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08075, over 23244.73 utterances.], batch size: 85, lr: 5.09e-04
2022-08-23 21:08:18,710 INFO [train.py:927] (2/8) Epoch 6, batch 23850, giga_loss[loss=0.2273, simple_loss=0.3084, pruned_loss=0.07305, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03381, over 39.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3392, pruned_loss=0.1018, over 2472886.11 frames. utt_duration=442.5 frames, utt_pad_proportion=0.0831, over 22426.28 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3157, pruned_loss=0.08332, over 2466954.17 frames. utt_duration=1240 frames, utt_pad_proportion=0.05713, over 7970.12 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.341, pruned_loss=0.1033, over 2474270.33 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0829, over 24028.02 utterances.], batch size: 39, lr: 5.09e-04
2022-08-23 21:10:06,908 INFO [train.py:927] (2/8) Epoch 6, batch 23900, giga_loss[loss=0.2338, simple_loss=0.3142, pruned_loss=0.07668, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04539, over 34.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3374, pruned_loss=0.09901, over 2473692.31 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08228, over 22617.70 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3153, pruned_loss=0.08302, over 2467118.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.05624, over 7948.05 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3397, pruned_loss=0.1009, over 2474783.66 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08259, over 24235.30 utterances.], batch size: 34, lr: 5.09e-04
2022-08-23 21:11:49,985 INFO [train.py:927] (2/8) Epoch 6, batch 23950, giga_loss[loss=0.2471, simple_loss=0.3234, pruned_loss=0.08536, over 12335.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03001, over 66.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.334, pruned_loss=0.09634, over 2473874.69 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08145, over 22591.47 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3152, pruned_loss=0.08307, over 2466981.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.05967, over 8003.15 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3364, pruned_loss=0.09814, over 2475030.94 frames. utt_duration=410.3 frames, utt_pad_proportion=0.08089, over 24214.27 utterances.], batch size: 66, lr: 5.09e-04
2022-08-23 21:13:32,452 INFO [train.py:927] (2/8) Epoch 6, batch 24000, giga_loss[loss=0.255, simple_loss=0.3359, pruned_loss=0.08705, over 12345.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03304, over 58.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3334, pruned_loss=0.09693, over 2474203.51 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08708, over 23683.62 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3156, pruned_loss=0.0836, over 2466929.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.05976, over 8017.20 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3352, pruned_loss=0.09804, over 2475260.29 frames. utt_duration=395.2 frames, utt_pad_proportion=0.0864, over 25148.17 utterances.], batch size: 58, lr: 5.09e-04
2022-08-23 21:13:32,453 INFO [train.py:958] (2/8) Computing validation loss
2022-08-23 21:13:45,959 INFO [train.py:967] (2/8) Epoch 6, validation: loss=0.1886, simple_loss=0.3005, pruned_loss=0.03835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 21:15:42,145 INFO [train.py:927] (2/8) Epoch 6, batch 24050, giga_loss[loss=0.2468, simple_loss=0.3305, pruned_loss=0.08153, over 12409.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03585, over 105.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3326, pruned_loss=0.09528, over 2474374.39 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08361, over 23141.11 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3158, pruned_loss=0.08365, over 2466747.16 frames. utt_duration=1232 frames, utt_pad_proportion=0.05969, over 8018.78 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3342, pruned_loss=0.09636, over 2475509.86 frames. utt_duration=404.3 frames, utt_pad_proportion=0.08343, over 24582.11 utterances.], batch size: 105, lr: 5.09e-04
2022-08-23 21:17:25,449 INFO [train.py:927] (2/8) Epoch 6, batch 24100, libri_loss[loss=0.1914, simple_loss=0.2629, pruned_loss=0.05996, over 12399.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008728, over 30.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3322, pruned_loss=0.09321, over 2473612.07 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08101, over 22468.22 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3152, pruned_loss=0.08338, over 2466519.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.05841, over 7977.61 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3344, pruned_loss=0.09462, over 2474913.71 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08159, over 24064.56 utterances.], batch size: 30, lr: 5.09e-04
2022-08-23 21:19:11,225 INFO [train.py:927] (2/8) Epoch 6, batch 24150, giga_loss[loss=0.2772, simple_loss=0.3368, pruned_loss=0.1088, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04745, over 161.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3307, pruned_loss=0.09208, over 2474257.31 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07894, over 22131.17 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3149, pruned_loss=0.08313, over 2466476.52 frames. utt_duration=1240 frames, utt_pad_proportion=0.05798, over 7962.87 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3329, pruned_loss=0.09349, over 2475376.64 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0797, over 23524.02 utterances.], batch size: 161, lr: 5.08e-04
2022-08-23 21:20:55,917 INFO [train.py:927] (2/8) Epoch 6, batch 24200, giga_loss[loss=0.2289, simple_loss=0.2932, pruned_loss=0.08227, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03453, over 37.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.329, pruned_loss=0.09127, over 2474240.02 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07876, over 21306.45 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08326, over 2466763.85 frames. utt_duration=1230 frames, utt_pad_proportion=0.0615, over 8029.99 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.09242, over 2475005.94 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07843, over 22599.68 utterances.], batch size: 37, lr: 5.08e-04
2022-08-23 21:22:43,028 INFO [train.py:927] (2/8) Epoch 6, batch 24250, giga_loss[loss=0.2455, simple_loss=0.3269, pruned_loss=0.08207, over 12327.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03389, over 85.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08942, over 2474284.38 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07928, over 20567.96 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08323, over 2467001.84 frames. utt_duration=1217 frames, utt_pad_proportion=0.06549, over 8120.77 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.329, pruned_loss=0.09055, over 2474869.02 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07776, over 21858.95 utterances.], batch size: 85, lr: 5.08e-04
2022-08-23 21:24:25,310 INFO [train.py:927] (2/8) Epoch 6, batch 24300, giga_loss[loss=0.2671, simple_loss=0.3371, pruned_loss=0.09859, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3272, pruned_loss=0.08875, over 2474844.41 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07566, over 20218.20 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.316, pruned_loss=0.08339, over 2467174.93 frames. utt_duration=1217 frames, utt_pad_proportion=0.06458, over 8116.01 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3282, pruned_loss=0.08961, over 2475317.49 frames. utt_duration=461.5 frames, utt_pad_proportion=0.075, over 21522.90 utterances.], batch size: 97, lr: 5.08e-04
2022-08-23 21:26:09,636 INFO [train.py:927] (2/8) Epoch 6, batch 24350, giga_loss[loss=0.2375, simple_loss=0.3116, pruned_loss=0.08169, over 12422.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04029, over 26.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3242, pruned_loss=0.08692, over 2474706.86 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0696, over 19316.57 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3156, pruned_loss=0.08313, over 2467306.96 frames. utt_duration=1220 frames, utt_pad_proportion=0.06383, over 8099.38 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3255, pruned_loss=0.08789, over 2475058.07 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06968, over 20523.49 utterances.], batch size: 26, lr: 5.08e-04
2022-08-23 21:27:54,957 INFO [train.py:927] (2/8) Epoch 6, batch 24400, libri_loss[loss=0.2258, simple_loss=0.3068, pruned_loss=0.0724, over 12230.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006572, over 34.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3241, pruned_loss=0.08803, over 2474430.70 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07069, over 19558.57 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3156, pruned_loss=0.08304, over 2467285.82 frames. utt_duration=1225 frames, utt_pad_proportion=0.06264, over 8067.18 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3254, pruned_loss=0.08901, over 2474902.64 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07117, over 20805.63 utterances.], batch size: 34, lr: 5.08e-04
2022-08-23 21:29:39,708 INFO [train.py:927] (2/8) Epoch 6, batch 24450, giga_loss[loss=0.2672, simple_loss=0.3407, pruned_loss=0.09688, over 12390.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3239, pruned_loss=0.08901, over 2474261.23 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07627, over 20528.30 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3154, pruned_loss=0.08289, over 2466977.31 frames. utt_duration=1226 frames, utt_pad_proportion=0.06238, over 8059.32 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3254, pruned_loss=0.09008, over 2475142.90 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07647, over 21900.40 utterances.], batch size: 161, lr: 5.08e-04
2022-08-23 21:31:22,723 INFO [train.py:927] (2/8) Epoch 6, batch 24500, giga_loss[loss=0.2625, simple_loss=0.3312, pruned_loss=0.09688, over 12406.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05836, over 182.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3234, pruned_loss=0.08848, over 2473923.98 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07013, over 20376.93 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.315, pruned_loss=0.08279, over 2466569.00 frames. utt_duration=1230 frames, utt_pad_proportion=0.061, over 8028.98 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3252, pruned_loss=0.08958, over 2475189.00 frames. utt_duration=455 frames, utt_pad_proportion=0.07121, over 21830.29 utterances.], batch size: 182, lr: 5.08e-04
2022-08-23 21:33:11,202 INFO [train.py:927] (2/8) Epoch 6, batch 24550, libri_loss[loss=0.1861, simple_loss=0.2528, pruned_loss=0.05973, over 12269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04816, over 27.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3243, pruned_loss=0.089, over 2473778.12 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07221, over 20986.45 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3147, pruned_loss=0.08275, over 2466460.42 frames. utt_duration=1234 frames, utt_pad_proportion=0.06023, over 8003.54 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3262, pruned_loss=0.09003, over 2475010.23 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07321, over 22385.82 utterances.], batch size: 27, lr: 5.08e-04
2022-08-23 21:34:56,033 INFO [train.py:927] (2/8) Epoch 6, batch 24600, giga_loss[loss=0.2637, simple_loss=0.3367, pruned_loss=0.09535, over 12387.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05192, over 161.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.08921, over 2474201.11 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07008, over 20852.15 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3145, pruned_loss=0.08271, over 2466374.79 frames. utt_duration=1238 frames, utt_pad_proportion=0.0591, over 7975.77 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3265, pruned_loss=0.09021, over 2475417.52 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07145, over 22283.95 utterances.], batch size: 161, lr: 5.08e-04
2022-08-23 21:36:40,069 INFO [train.py:927] (2/8) Epoch 6, batch 24650, giga_loss[loss=0.3047, simple_loss=0.3591, pruned_loss=0.1251, over 12432.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05389, over 162.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3266, pruned_loss=0.09062, over 2474402.57 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06721, over 20394.15 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3145, pruned_loss=0.08244, over 2466163.68 frames. utt_duration=1244 frames, utt_pad_proportion=0.05743, over 7938.45 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3286, pruned_loss=0.09196, over 2475858.99 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06914, over 22038.70 utterances.], batch size: 162, lr: 5.08e-04
2022-08-23 21:38:26,356 INFO [train.py:927] (2/8) Epoch 6, batch 24700, giga_loss[loss=0.2495, simple_loss=0.3178, pruned_loss=0.09053, over 12371.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02776, over 48.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09268, over 2474511.90 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06937, over 20652.32 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3142, pruned_loss=0.08225, over 2466304.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0564, over 7935.56 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3302, pruned_loss=0.09418, over 2475768.27 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07122, over 22319.29 utterances.], batch size: 48, lr: 5.08e-04
2022-08-23 21:40:11,649 INFO [train.py:927] (2/8) Epoch 6, batch 24750, giga_loss[loss=0.246, simple_loss=0.3189, pruned_loss=0.08662, over 12379.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03319, over 104.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.326, pruned_loss=0.09116, over 2474013.14 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06606, over 19995.33 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3136, pruned_loss=0.08189, over 2466041.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.05636, over 7932.20 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3285, pruned_loss=0.0929, over 2475444.77 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06792, over 21606.32 utterances.], batch size: 104, lr: 5.07e-04
2022-08-23 21:41:53,548 INFO [train.py:927] (2/8) Epoch 6, batch 24800, giga_loss[loss=0.2058, simple_loss=0.2932, pruned_loss=0.05919, over 12405.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03127, over 80.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3249, pruned_loss=0.0893, over 2474684.77 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06593, over 20254.40 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3131, pruned_loss=0.08178, over 2466162.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.05556, over 7902.74 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3276, pruned_loss=0.09093, over 2475858.40 frames. utt_duration=456.3 frames, utt_pad_proportion=0.0677, over 21773.90 utterances.], batch size: 80, lr: 5.07e-04
2022-08-23 21:43:41,610 INFO [train.py:927] (2/8) Epoch 6, batch 24850, giga_loss[loss=0.2813, simple_loss=0.3398, pruned_loss=0.1114, over 12408.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05026, over 161.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3231, pruned_loss=0.08875, over 2475332.66 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06868, over 20801.70 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.313, pruned_loss=0.08172, over 2466451.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.05494, over 7875.95 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3255, pruned_loss=0.09021, over 2476166.89 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07011, over 22243.20 utterances.], batch size: 161, lr: 5.07e-04
2022-08-23 21:45:26,862 INFO [train.py:927] (2/8) Epoch 6, batch 24900, giga_loss[loss=0.2583, simple_loss=0.3341, pruned_loss=0.09121, over 12431.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05121, over 162.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.324, pruned_loss=0.08984, over 2474474.61 frames. utt_duration=466 frames, utt_pad_proportion=0.07101, over 21309.18 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3132, pruned_loss=0.08175, over 2465906.61 frames. utt_duration=1257 frames, utt_pad_proportion=0.05432, over 7857.89 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3258, pruned_loss=0.09107, over 2475743.34 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07224, over 22639.66 utterances.], batch size: 162, lr: 5.07e-04
2022-08-23 21:47:14,256 INFO [train.py:927] (2/8) Epoch 6, batch 24950, giga_loss[loss=0.2437, simple_loss=0.3301, pruned_loss=0.07867, over 12270.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02748, over 54.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3266, pruned_loss=0.08915, over 2474266.40 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06911, over 20764.60 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3132, pruned_loss=0.08173, over 2465798.71 frames. utt_duration=1258 frames, utt_pad_proportion=0.05361, over 7851.77 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3283, pruned_loss=0.09028, over 2475546.86 frames. utt_duration=450 frames, utt_pad_proportion=0.07056, over 22075.38 utterances.], batch size: 54, lr: 5.07e-04
2022-08-23 21:49:00,285 INFO [train.py:927] (2/8) Epoch 6, batch 25000, giga_loss[loss=0.2666, simple_loss=0.3352, pruned_loss=0.09904, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03842, over 133.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3293, pruned_loss=0.0911, over 2473909.77 frames. utt_duration=471 frames, utt_pad_proportion=0.07395, over 21074.02 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3137, pruned_loss=0.08218, over 2466110.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.05766, over 7925.21 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3304, pruned_loss=0.0917, over 2474749.43 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07374, over 22228.12 utterances.], batch size: 133, lr: 5.07e-04
2022-08-23 21:50:45,566 INFO [train.py:927] (2/8) Epoch 6, batch 25050, giga_loss[loss=0.2371, simple_loss=0.3228, pruned_loss=0.07569, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02762, over 55.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.33, pruned_loss=0.0922, over 2474835.01 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07357, over 21142.74 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3136, pruned_loss=0.08234, over 2465856.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.05668, over 7885.64 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3315, pruned_loss=0.09286, over 2476012.66 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07382, over 22526.76 utterances.], batch size: 55, lr: 5.07e-04
2022-08-23 21:52:30,684 INFO [train.py:927] (2/8) Epoch 6, batch 25100, giga_loss[loss=0.2588, simple_loss=0.3304, pruned_loss=0.09363, over 12394.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02624, over 70.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3283, pruned_loss=0.09194, over 2475342.05 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07129, over 20895.75 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3132, pruned_loss=0.08214, over 2466260.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.05532, over 7864.67 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3303, pruned_loss=0.09298, over 2476233.54 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07223, over 22452.62 utterances.], batch size: 70, lr: 5.07e-04
2022-08-23 21:54:15,861 INFO [train.py:927] (2/8) Epoch 6, batch 25150, giga_loss[loss=0.2686, simple_loss=0.3389, pruned_loss=0.09918, over 12374.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04205, over 133.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3287, pruned_loss=0.09364, over 2475817.71 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08091, over 22361.66 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3135, pruned_loss=0.08204, over 2466317.58 frames. utt_duration=1260 frames, utt_pad_proportion=0.05453, over 7837.64 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09476, over 2476635.93 frames. utt_duration=416.3 frames, utt_pad_proportion=0.08141, over 23877.70 utterances.], batch size: 133, lr: 5.07e-04
2022-08-23 21:56:02,095 INFO [train.py:927] (2/8) Epoch 6, batch 25200, libri_loss[loss=0.2733, simple_loss=0.3321, pruned_loss=0.1073, over 12287.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006383, over 32.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3282, pruned_loss=0.09417, over 2475503.54 frames. utt_duration=449.2 frames, utt_pad_proportion=0.0813, over 22117.72 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3136, pruned_loss=0.08217, over 2466273.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05434, over 7830.46 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3295, pruned_loss=0.09498, over 2476234.55 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08178, over 23382.59 utterances.], batch size: 32, lr: 5.07e-04
2022-08-23 21:57:45,520 INFO [train.py:927] (2/8) Epoch 6, batch 25250, giga_loss[loss=0.239, simple_loss=0.3151, pruned_loss=0.08142, over 12407.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05601, over 162.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3272, pruned_loss=0.09332, over 2475750.52 frames. utt_duration=443 frames, utt_pad_proportion=0.07938, over 22427.42 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3137, pruned_loss=0.08222, over 2466380.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.05451, over 7856.01 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3283, pruned_loss=0.09406, over 2476343.49 frames. utt_duration=421.4 frames, utt_pad_proportion=0.07993, over 23587.35 utterances.], batch size: 162, lr: 5.07e-04
2022-08-23 21:59:27,244 INFO [train.py:927] (2/8) Epoch 6, batch 25300, giga_loss[loss=0.2464, simple_loss=0.3216, pruned_loss=0.08562, over 12436.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02291, over 48.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3299, pruned_loss=0.09466, over 2475949.40 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07521, over 22422.21 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3138, pruned_loss=0.08223, over 2466569.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05385, over 7845.22 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.331, pruned_loss=0.09542, over 2476385.35 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07612, over 23551.73 utterances.], batch size: 48, lr: 5.07e-04
2022-08-23 22:01:15,934 INFO [train.py:927] (2/8) Epoch 6, batch 25350, giga_loss[loss=0.2581, simple_loss=0.3414, pruned_loss=0.08736, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03157, over 85.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.33, pruned_loss=0.09369, over 2475329.13 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07044, over 21685.62 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3138, pruned_loss=0.08216, over 2466284.85 frames. utt_duration=1262 frames, utt_pad_proportion=0.05307, over 7823.46 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3311, pruned_loss=0.09456, over 2476096.98 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07174, over 22860.36 utterances.], batch size: 85, lr: 5.06e-04
2022-08-23 22:02:58,463 INFO [train.py:927] (2/8) Epoch 6, batch 25400, giga_loss[loss=0.2261, simple_loss=0.3111, pruned_loss=0.07057, over 12146.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04046, over 33.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3305, pruned_loss=0.09192, over 2474473.16 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06925, over 20841.52 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3139, pruned_loss=0.08223, over 2466096.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05268, over 7830.09 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3316, pruned_loss=0.09277, over 2475427.41 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07062, over 22057.80 utterances.], batch size: 33, lr: 5.06e-04
2022-08-23 22:04:44,154 INFO [train.py:927] (2/8) Epoch 6, batch 25450, giga_loss[loss=0.2154, simple_loss=0.2911, pruned_loss=0.06984, over 12423.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04807, over 34.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.3327, pruned_loss=0.09391, over 2473524.74 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07179, over 20833.33 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.314, pruned_loss=0.08234, over 2466008.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05249, over 7821.93 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3336, pruned_loss=0.09452, over 2474387.03 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07283, over 21850.79 utterances.], batch size: 34, lr: 5.06e-04
2022-08-23 22:06:25,955 INFO [train.py:927] (2/8) Epoch 6, batch 25500, giga_loss[loss=0.2742, simple_loss=0.3636, pruned_loss=0.0924, over 12324.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04648, over 26.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3352, pruned_loss=0.09603, over 2474331.39 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07147, over 20754.86 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3156, pruned_loss=0.08321, over 2466293.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.05677, over 7911.64 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3351, pruned_loss=0.09613, over 2474964.42 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07121, over 21849.38 utterances.], batch size: 26, lr: 5.06e-04
2022-08-23 22:08:09,812 INFO [train.py:927] (2/8) Epoch 6, batch 25550, libri_loss[loss=0.2514, simple_loss=0.3186, pruned_loss=0.09212, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004845, over 35.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3348, pruned_loss=0.09445, over 2474481.22 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07329, over 20764.17 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3161, pruned_loss=0.08371, over 2466528.84 frames. utt_duration=1236 frames, utt_pad_proportion=0.06086, over 7990.39 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3346, pruned_loss=0.09433, over 2474945.02 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07166, over 21865.31 utterances.], batch size: 35, lr: 5.06e-04
2022-08-23 22:09:51,729 INFO [train.py:927] (2/8) Epoch 6, batch 25600, libri_loss[loss=0.2425, simple_loss=0.3052, pruned_loss=0.08993, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006439, over 31.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3343, pruned_loss=0.09357, over 2474363.65 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06764, over 19916.44 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3152, pruned_loss=0.08318, over 2466067.75 frames. utt_duration=1243 frames, utt_pad_proportion=0.05925, over 7942.60 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3356, pruned_loss=0.09431, over 2475461.13 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06723, over 21302.09 utterances.], batch size: 31, lr: 5.06e-04
2022-08-23 22:11:34,549 INFO [train.py:927] (2/8) Epoch 6, batch 25650, giga_loss[loss=0.3371, simple_loss=0.3769, pruned_loss=0.1487, over 12384.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3339, pruned_loss=0.09397, over 2473839.98 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07458, over 21070.98 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3148, pruned_loss=0.08293, over 2466113.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.0589, over 7943.90 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3357, pruned_loss=0.095, over 2474852.70 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07407, over 22437.72 utterances.], batch size: 258, lr: 5.06e-04
2022-08-23 22:13:22,341 INFO [train.py:927] (2/8) Epoch 6, batch 25700, giga_loss[loss=0.2671, simple_loss=0.3381, pruned_loss=0.09808, over 12367.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03382, over 122.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.332, pruned_loss=0.0934, over 2473096.68 frames. utt_duration=474.8 frames, utt_pad_proportion=0.0798, over 20900.44 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3159, pruned_loss=0.08362, over 2465841.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.06752, over 8106.45 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.333, pruned_loss=0.09388, over 2474385.59 frames. utt_duration=446.2 frames, utt_pad_proportion=0.0763, over 22253.92 utterances.], batch size: 122, lr: 5.06e-04
2022-08-23 22:15:09,500 INFO [train.py:927] (2/8) Epoch 6, batch 25750, giga_loss[loss=0.2659, simple_loss=0.3368, pruned_loss=0.09744, over 12398.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06806, over 184.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3295, pruned_loss=0.09258, over 2473094.80 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07809, over 21127.25 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3157, pruned_loss=0.08374, over 2465442.66 frames. utt_duration=1210 frames, utt_pad_proportion=0.07106, over 8162.11 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3308, pruned_loss=0.09301, over 2474604.90 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07439, over 22380.84 utterances.], batch size: 184, lr: 5.06e-04
2022-08-23 22:16:51,675 INFO [train.py:927] (2/8) Epoch 6, batch 25800, giga_loss[loss=0.2802, simple_loss=0.3512, pruned_loss=0.1046, over 12397.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04426, over 146.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3266, pruned_loss=0.09099, over 2473249.96 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07395, over 20614.05 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.315, pruned_loss=0.08353, over 2465602.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.06937, over 8111.27 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3286, pruned_loss=0.09179, over 2474555.49 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07179, over 22077.79 utterances.], batch size: 146, lr: 5.06e-04
2022-08-23 22:18:33,822 INFO [train.py:927] (2/8) Epoch 6, batch 25850, giga_loss[loss=0.1819, simple_loss=0.2739, pruned_loss=0.04499, over 12467.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02995, over 75.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3237, pruned_loss=0.08804, over 2473291.79 frames. utt_duration=479.1 frames, utt_pad_proportion=0.0747, over 20715.59 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3152, pruned_loss=0.08355, over 2465752.17 frames. utt_duration=1208 frames, utt_pad_proportion=0.07296, over 8177.19 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3253, pruned_loss=0.08875, over 2474316.46 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07161, over 22041.74 utterances.], batch size: 75, lr: 5.06e-04
2022-08-23 22:20:23,693 INFO [train.py:927] (2/8) Epoch 6, batch 25900, giga_loss[loss=0.2488, simple_loss=0.3168, pruned_loss=0.09046, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.324, pruned_loss=0.08845, over 2474409.80 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07814, over 21345.31 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.316, pruned_loss=0.08344, over 2466164.70 frames. utt_duration=1212 frames, utt_pad_proportion=0.07111, over 8146.59 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3249, pruned_loss=0.08927, over 2475102.67 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07621, over 22852.06 utterances.], batch size: 183, lr: 5.06e-04
2022-08-23 22:22:07,525 INFO [train.py:927] (2/8) Epoch 6, batch 25950, giga_loss[loss=0.2498, simple_loss=0.3394, pruned_loss=0.08013, over 12373.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03501, over 80.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3226, pruned_loss=0.08773, over 2474667.40 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07416, over 20680.56 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.316, pruned_loss=0.08338, over 2466147.07 frames. utt_duration=1214 frames, utt_pad_proportion=0.07057, over 8134.16 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3233, pruned_loss=0.08847, over 2475308.62 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07301, over 21997.39 utterances.], batch size: 80, lr: 5.06e-04
2022-08-23 22:23:50,436 INFO [train.py:927] (2/8) Epoch 6, batch 26000, giga_loss[loss=0.262, simple_loss=0.3357, pruned_loss=0.09418, over 12408.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3238, pruned_loss=0.0884, over 2474350.09 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07278, over 20643.78 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3161, pruned_loss=0.08368, over 2466131.56 frames. utt_duration=1216 frames, utt_pad_proportion=0.06956, over 8119.26 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3245, pruned_loss=0.08889, over 2475147.67 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07231, over 22106.51 utterances.], batch size: 146, lr: 5.05e-04
2022-08-23 22:25:34,471 INFO [train.py:927] (2/8) Epoch 6, batch 26050, giga_loss[loss=0.2225, simple_loss=0.2972, pruned_loss=0.07388, over 12145.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.0402, over 28.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3229, pruned_loss=0.08782, over 2474205.23 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07421, over 20391.29 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3161, pruned_loss=0.08371, over 2466056.74 frames. utt_duration=1207 frames, utt_pad_proportion=0.07301, over 8182.72 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3235, pruned_loss=0.08825, over 2475021.58 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07263, over 21662.32 utterances.], batch size: 28, lr: 5.05e-04
2022-08-23 22:27:18,728 INFO [train.py:927] (2/8) Epoch 6, batch 26100, giga_loss[loss=0.2842, simple_loss=0.3506, pruned_loss=0.109, over 12375.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05521, over 181.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3246, pruned_loss=0.08884, over 2474339.46 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06855, over 20005.21 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3159, pruned_loss=0.08349, over 2466099.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.07215, over 8171.16 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3254, pruned_loss=0.08945, over 2475085.07 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06785, over 21229.89 utterances.], batch size: 181, lr: 5.05e-04
2022-08-23 22:29:05,265 INFO [train.py:927] (2/8) Epoch 6, batch 26150, giga_loss[loss=0.2404, simple_loss=0.3163, pruned_loss=0.08223, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03164, over 42.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3262, pruned_loss=0.08997, over 2474913.24 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06808, over 20063.07 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3159, pruned_loss=0.08339, over 2466341.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.07098, over 8162.96 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3271, pruned_loss=0.09068, over 2475456.80 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06797, over 21324.16 utterances.], batch size: 42, lr: 5.05e-04
2022-08-23 22:30:55,429 INFO [train.py:927] (2/8) Epoch 6, batch 26200, giga_loss[loss=0.2796, simple_loss=0.3437, pruned_loss=0.1077, over 12412.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07324, over 212.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3288, pruned_loss=0.09086, over 2474495.53 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07204, over 21455.20 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3159, pruned_loss=0.08333, over 2466255.01 frames. utt_duration=1215 frames, utt_pad_proportion=0.07008, over 8128.95 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3297, pruned_loss=0.09161, over 2475153.27 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07206, over 22700.15 utterances.], batch size: 212, lr: 5.05e-04
2022-08-23 22:32:41,805 INFO [train.py:927] (2/8) Epoch 6, batch 26250, giga_loss[loss=0.225, simple_loss=0.3058, pruned_loss=0.07208, over 12289.00 frames. utt_duration=911.7 frames, utt_pad_proportion=0.02594, over 54.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.328, pruned_loss=0.09019, over 2474774.18 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06728, over 20987.47 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3158, pruned_loss=0.08325, over 2466114.02 frames. utt_duration=1217 frames, utt_pad_proportion=0.06957, over 8113.71 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3288, pruned_loss=0.09091, over 2475500.08 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06768, over 22102.16 utterances.], batch size: 54, lr: 5.05e-04
2022-08-23 22:34:29,018 INFO [train.py:927] (2/8) Epoch 6, batch 26300, giga_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08172, over 12362.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3265, pruned_loss=0.08992, over 2474464.32 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06911, over 20954.35 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3157, pruned_loss=0.08312, over 2466199.23 frames. utt_duration=1218 frames, utt_pad_proportion=0.06912, over 8110.55 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3275, pruned_loss=0.09066, over 2475035.55 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06953, over 21947.83 utterances.], batch size: 97, lr: 5.05e-04
2022-08-23 22:36:10,947 INFO [train.py:927] (2/8) Epoch 6, batch 26350, libri_loss[loss=0.2509, simple_loss=0.328, pruned_loss=0.08695, over 12250.00 frames. utt_duration=962.3 frames, utt_pad_proportion=0.06935, over 51.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3254, pruned_loss=0.08959, over 2474729.52 frames. utt_duration=466.9 frames, utt_pad_proportion=0.06864, over 21267.06 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3159, pruned_loss=0.08326, over 2466125.21 frames. utt_duration=1219 frames, utt_pad_proportion=0.06805, over 8099.05 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3261, pruned_loss=0.0902, over 2475448.96 frames. utt_duration=444.3 frames, utt_pad_proportion=0.06934, over 22361.46 utterances.], batch size: 51, lr: 5.05e-04
2022-08-23 22:37:55,346 INFO [train.py:927] (2/8) Epoch 6, batch 26400, libri_loss[loss=0.251, simple_loss=0.3295, pruned_loss=0.0862, over 12298.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006275, over 35.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3271, pruned_loss=0.09201, over 2474591.76 frames. utt_duration=449 frames, utt_pad_proportion=0.07139, over 22119.56 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3161, pruned_loss=0.08351, over 2466163.60 frames. utt_duration=1220 frames, utt_pad_proportion=0.06754, over 8096.05 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3276, pruned_loss=0.09233, over 2475204.14 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07202, over 23121.28 utterances.], batch size: 35, lr: 5.05e-04
2022-08-23 22:39:37,357 INFO [train.py:927] (2/8) Epoch 6, batch 26450, giga_loss[loss=0.2347, simple_loss=0.3125, pruned_loss=0.07847, over 12132.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04179, over 33.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3281, pruned_loss=0.09297, over 2474467.05 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07004, over 21770.64 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3161, pruned_loss=0.08348, over 2466158.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.06743, over 8105.57 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3287, pruned_loss=0.09336, over 2475056.33 frames. utt_duration=437 frames, utt_pad_proportion=0.07065, over 22731.15 utterances.], batch size: 33, lr: 5.05e-04
2022-08-23 22:41:22,380 INFO [train.py:927] (2/8) Epoch 6, batch 26500, giga_loss[loss=0.229, simple_loss=0.3199, pruned_loss=0.06903, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03039, over 85.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3279, pruned_loss=0.09255, over 2473956.48 frames. utt_duration=468 frames, utt_pad_proportion=0.07034, over 21213.84 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3163, pruned_loss=0.08343, over 2466057.95 frames. utt_duration=1220 frames, utt_pad_proportion=0.0667, over 8093.67 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3282, pruned_loss=0.09308, over 2474644.01 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07107, over 22225.01 utterances.], batch size: 85, lr: 5.05e-04
2022-08-23 22:43:11,187 INFO [train.py:927] (2/8) Epoch 6, batch 26550, giga_loss[loss=0.2592, simple_loss=0.3362, pruned_loss=0.09108, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02891, over 45.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3279, pruned_loss=0.09165, over 2473306.80 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07571, over 20888.99 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08336, over 2466057.58 frames. utt_duration=1224 frames, utt_pad_proportion=0.06505, over 8066.28 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3279, pruned_loss=0.09246, over 2474158.14 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07664, over 22209.90 utterances.], batch size: 45, lr: 5.05e-04
2022-08-23 22:44:51,834 INFO [train.py:927] (2/8) Epoch 6, batch 26600, giga_loss[loss=0.2151, simple_loss=0.3039, pruned_loss=0.0631, over 12311.00 frames. utt_duration=795.7 frames, utt_pad_proportion=0.03663, over 62.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3277, pruned_loss=0.09141, over 2473168.65 frames. utt_duration=471.9 frames, utt_pad_proportion=0.08132, over 21031.11 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3173, pruned_loss=0.08351, over 2465933.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.0688, over 8146.08 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3278, pruned_loss=0.09219, over 2474216.28 frames. utt_duration=442.6 frames, utt_pad_proportion=0.08058, over 22437.32 utterances.], batch size: 62, lr: 5.04e-04
2022-08-23 22:46:30,458 INFO [train.py:927] (2/8) Epoch 6, batch 26650, giga_loss[loss=0.2641, simple_loss=0.3308, pruned_loss=0.09872, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03908, over 113.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3291, pruned_loss=0.09272, over 2473200.02 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0873, over 21173.95 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3179, pruned_loss=0.08399, over 2466472.14 frames. utt_duration=1170 frames, utt_pad_proportion=0.08125, over 8442.32 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3291, pruned_loss=0.09324, over 2473850.64 frames. utt_duration=440 frames, utt_pad_proportion=0.08237, over 22564.66 utterances.], batch size: 113, lr: 5.04e-04
2022-08-23 22:47:16,281 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-23 22:49:46,869 INFO [train.py:927] (2/8) Epoch 7, batch 50, giga_loss[loss=0.2147, simple_loss=0.3072, pruned_loss=0.06116, over 12370.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3209, pruned_loss=0.07497, over 548645.89 frames. utt_duration=552.3 frames, utt_pad_proportion=0.07503, over 3984.33 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3003, pruned_loss=0.07645, over 48879.47 frames. utt_duration=947.7 frames, utt_pad_proportion=0.2111, over 206.65 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3226, pruned_loss=0.07486, over 509856.61 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06854, over 3823.42 utterances.], batch size: 91, lr: 4.94e-04
2022-08-23 22:51:30,285 INFO [train.py:927] (2/8) Epoch 7, batch 100, libri_loss[loss=0.1725, simple_loss=0.2615, pruned_loss=0.04179, over 12266.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04876, over 27.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3013, pruned_loss=0.06672, over 975203.64 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06266, over 6808.26 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2903, pruned_loss=0.06347, over 132061.78 frames. utt_duration=1214 frames, utt_pad_proportion=0.1103, over 435.78 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3031, pruned_loss=0.06741, over 890800.83 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06069, over 6628.70 utterances.], batch size: 27, lr: 4.94e-04
2022-08-23 22:53:13,945 INFO [train.py:927] (2/8) Epoch 7, batch 150, giga_loss[loss=0.1665, simple_loss=0.2445, pruned_loss=0.0443, over 12311.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04902, over 26.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2862, pruned_loss=0.0607, over 1307310.50 frames. utt_duration=549 frames, utt_pad_proportion=0.06987, over 9551.26 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2975, pruned_loss=0.06538, over 167188.40 frames. utt_duration=1238 frames, utt_pad_proportion=0.08937, over 540.72 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2854, pruned_loss=0.06048, over 1222794.82 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06952, over 9423.43 utterances.], batch size: 26, lr: 4.94e-04
2022-08-23 22:54:52,621 INFO [train.py:927] (2/8) Epoch 7, batch 200, giga_loss[loss=0.152, simple_loss=0.2269, pruned_loss=0.03858, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.0429, over 37.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2779, pruned_loss=0.05712, over 1566490.22 frames. utt_duration=579 frames, utt_pad_proportion=0.06458, over 10851.17 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.307, pruned_loss=0.06692, over 268971.28 frames. utt_duration=1154 frames, utt_pad_proportion=0.1055, over 933.19 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2741, pruned_loss=0.05594, over 1455744.15 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06188, over 10787.34 utterances.], batch size: 37, lr: 4.94e-04
2022-08-23 22:56:32,456 INFO [train.py:927] (2/8) Epoch 7, batch 250, giga_loss[loss=0.1795, simple_loss=0.2577, pruned_loss=0.05064, over 12323.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03389, over 51.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2725, pruned_loss=0.05553, over 1767828.43 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06674, over 13002.37 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.308, pruned_loss=0.06813, over 312539.29 frames. utt_duration=1181 frames, utt_pad_proportion=0.09222, over 1059.54 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2685, pruned_loss=0.05412, over 1665779.42 frames. utt_duration=512 frames, utt_pad_proportion=0.06563, over 13053.27 utterances.], batch size: 51, lr: 4.93e-04
2022-08-23 22:58:15,085 INFO [train.py:927] (2/8) Epoch 7, batch 300, giga_loss[loss=0.1664, simple_loss=0.2472, pruned_loss=0.0428, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04323, over 34.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2673, pruned_loss=0.05313, over 1923587.02 frames. utt_duration=579.2 frames, utt_pad_proportion=0.0609, over 13319.14 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3039, pruned_loss=0.06626, over 354914.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.08378, over 1159.63 utterances.], giga_tot_loss[loss=0.1839, simple_loss=0.2639, pruned_loss=0.05198, over 1831886.26 frames. utt_duration=545 frames, utt_pad_proportion=0.06052, over 13482.21 utterances.], batch size: 34, lr: 4.93e-04
2022-08-23 22:59:55,842 INFO [train.py:927] (2/8) Epoch 7, batch 350, giga_loss[loss=0.1836, simple_loss=0.2656, pruned_loss=0.05087, over 12380.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03019, over 97.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2667, pruned_loss=0.05293, over 2046340.22 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06018, over 14239.01 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3067, pruned_loss=0.068, over 438564.19 frames. utt_duration=1154 frames, utt_pad_proportion=0.09594, over 1522.14 utterances.], giga_tot_loss[loss=0.1819, simple_loss=0.2618, pruned_loss=0.05105, over 1954219.75 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05828, over 14501.61 utterances.], batch size: 97, lr: 4.93e-04
2022-08-23 23:01:39,478 INFO [train.py:927] (2/8) Epoch 7, batch 400, giga_loss[loss=0.1551, simple_loss=0.2322, pruned_loss=0.03901, over 12384.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.263, pruned_loss=0.05134, over 2140992.17 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05902, over 15168.73 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3058, pruned_loss=0.06756, over 478934.19 frames. utt_duration=1170 frames, utt_pad_proportion=0.08821, over 1638.81 utterances.], giga_tot_loss[loss=0.1789, simple_loss=0.2585, pruned_loss=0.04963, over 2061134.05 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05807, over 15504.68 utterances.], batch size: 91, lr: 4.93e-04
2022-08-23 23:03:18,692 INFO [train.py:927] (2/8) Epoch 7, batch 450, giga_loss[loss=0.1732, simple_loss=0.2455, pruned_loss=0.0505, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.1793, simple_loss=0.2596, pruned_loss=0.0495, over 2214534.46 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05551, over 15618.76 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3014, pruned_loss=0.06495, over 547099.55 frames. utt_duration=1205 frames, utt_pad_proportion=0.07918, over 1818.77 utterances.], giga_tot_loss[loss=0.1758, simple_loss=0.2553, pruned_loss=0.0481, over 2141477.97 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0554, over 16162.23 utterances.], batch size: 113, lr: 4.93e-04
2022-08-23 23:05:02,260 INFO [train.py:927] (2/8) Epoch 7, batch 500, giga_loss[loss=0.2425, simple_loss=0.3228, pruned_loss=0.0811, over 12405.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05597, over 162.00 utterances.], tot_loss[loss=0.1851, simple_loss=0.2651, pruned_loss=0.05252, over 2272685.67 frames. utt_duration=537.3 frames, utt_pad_proportion=0.061, over 16968.07 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3009, pruned_loss=0.06467, over 585501.98 frames. utt_duration=1218 frames, utt_pad_proportion=0.074, over 1925.53 utterances.], giga_tot_loss[loss=0.182, simple_loss=0.2613, pruned_loss=0.05131, over 2210454.29 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06112, over 17556.76 utterances.], batch size: 162, lr: 4.93e-04
2022-08-23 23:06:43,625 INFO [train.py:927] (2/8) Epoch 7, batch 550, giga_loss[loss=0.2351, simple_loss=0.3193, pruned_loss=0.07545, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0274, over 91.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2784, pruned_loss=0.05898, over 2316767.81 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06524, over 17706.61 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3015, pruned_loss=0.06452, over 641112.33 frames. utt_duration=1221 frames, utt_pad_proportion=0.07068, over 2103.52 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2747, pruned_loss=0.05795, over 2262398.16 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06537, over 18423.21 utterances.], batch size: 91, lr: 4.93e-04
2022-08-23 23:08:28,498 INFO [train.py:927] (2/8) Epoch 7, batch 600, giga_loss[loss=0.1999, simple_loss=0.2961, pruned_loss=0.05184, over 12422.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03723, over 105.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2867, pruned_loss=0.06204, over 2351934.34 frames. utt_duration=523 frames, utt_pad_proportion=0.06782, over 18040.25 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3023, pruned_loss=0.0646, over 659438.56 frames. utt_duration=1222 frames, utt_pad_proportion=0.06891, over 2161.37 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2837, pruned_loss=0.06125, over 2307914.28 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06805, over 18698.01 utterances.], batch size: 105, lr: 4.93e-04
2022-08-23 23:10:09,985 INFO [train.py:927] (2/8) Epoch 7, batch 650, libri_loss[loss=0.2062, simple_loss=0.2969, pruned_loss=0.05774, over 12454.00 frames. utt_duration=959.3 frames, utt_pad_proportion=0.07225, over 52.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06363, over 2378429.18 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07134, over 18201.55 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.301, pruned_loss=0.06411, over 704344.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06542, over 2291.21 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.06316, over 2340862.36 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07185, over 18988.37 utterances.], batch size: 52, lr: 4.93e-04
2022-08-23 23:11:52,484 INFO [train.py:927] (2/8) Epoch 7, batch 700, giga_loss[loss=0.2304, simple_loss=0.3065, pruned_loss=0.07714, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04605, over 34.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2945, pruned_loss=0.0659, over 2399316.99 frames. utt_duration=540.9 frames, utt_pad_proportion=0.0689, over 17791.95 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3008, pruned_loss=0.06414, over 739306.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06355, over 2406.47 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2927, pruned_loss=0.06556, over 2368122.04 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06965, over 18596.30 utterances.], batch size: 34, lr: 4.93e-04
2022-08-23 23:13:36,781 INFO [train.py:927] (2/8) Epoch 7, batch 750, giga_loss[loss=0.2148, simple_loss=0.3026, pruned_loss=0.06354, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02701, over 48.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2996, pruned_loss=0.06795, over 2414697.52 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06624, over 17688.91 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3017, pruned_loss=0.06481, over 747956.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.06275, over 2435.44 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.298, pruned_loss=0.06752, over 2390019.05 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06704, over 18363.24 utterances.], batch size: 48, lr: 4.93e-04
2022-08-23 23:15:18,714 INFO [train.py:927] (2/8) Epoch 7, batch 800, libri_loss[loss=0.2354, simple_loss=0.3259, pruned_loss=0.07247, over 12480.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006855, over 36.00 utterances.], tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.0685, over 2427527.25 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06303, over 17476.82 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3036, pruned_loss=0.06494, over 799155.12 frames. utt_duration=1227 frames, utt_pad_proportion=0.06138, over 2608.97 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3011, pruned_loss=0.06823, over 2406255.35 frames. utt_duration=527.7 frames, utt_pad_proportion=0.064, over 18290.82 utterances.], batch size: 36, lr: 4.93e-04
2022-08-23 23:17:00,997 INFO [train.py:927] (2/8) Epoch 7, batch 850, giga_loss[loss=0.1962, simple_loss=0.2869, pruned_loss=0.05273, over 12456.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3038, pruned_loss=0.0679, over 2438027.75 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06054, over 16802.49 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3036, pruned_loss=0.06523, over 832314.41 frames. utt_duration=1198 frames, utt_pad_proportion=0.07229, over 2782.82 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3023, pruned_loss=0.06767, over 2420492.10 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06005, over 17559.63 utterances.], batch size: 55, lr: 4.93e-04
2022-08-23 23:18:45,242 INFO [train.py:927] (2/8) Epoch 7, batch 900, giga_loss[loss=0.1944, simple_loss=0.2931, pruned_loss=0.04785, over 12300.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.05131, over 26.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3038, pruned_loss=0.06748, over 2445628.68 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06193, over 16552.91 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3016, pruned_loss=0.06431, over 888416.43 frames. utt_duration=1218 frames, utt_pad_proportion=0.0676, over 2920.53 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3033, pruned_loss=0.06764, over 2430945.15 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06205, over 17470.97 utterances.], batch size: 26, lr: 4.92e-04
2022-08-23 23:20:25,514 INFO [train.py:927] (2/8) Epoch 7, batch 950, giga_loss[loss=0.2514, simple_loss=0.3241, pruned_loss=0.0894, over 12428.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03784, over 133.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3064, pruned_loss=0.07105, over 2452496.33 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06542, over 17404.37 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3016, pruned_loss=0.06447, over 943123.11 frames. utt_duration=1229 frames, utt_pad_proportion=0.06302, over 3073.85 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3061, pruned_loss=0.07131, over 2439855.15 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06598, over 18447.41 utterances.], batch size: 133, lr: 4.92e-04
2022-08-23 23:22:09,667 INFO [train.py:927] (2/8) Epoch 7, batch 1000, giga_loss[loss=0.2208, simple_loss=0.3086, pruned_loss=0.06654, over 12396.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02638, over 70.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3062, pruned_loss=0.07148, over 2457527.99 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06507, over 17465.60 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3014, pruned_loss=0.06432, over 973451.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.06064, over 3160.73 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3061, pruned_loss=0.07186, over 2447203.78 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06593, over 18475.53 utterances.], batch size: 70, lr: 4.92e-04
2022-08-23 23:23:52,920 INFO [train.py:927] (2/8) Epoch 7, batch 1050, giga_loss[loss=0.2105, simple_loss=0.2866, pruned_loss=0.06714, over 12361.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03096, over 51.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3045, pruned_loss=0.07066, over 2460234.96 frames. utt_duration=591.2 frames, utt_pad_proportion=0.06261, over 16689.18 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3001, pruned_loss=0.06376, over 1017178.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.05774, over 3257.72 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3051, pruned_loss=0.07135, over 2452208.22 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06392, over 17781.40 utterances.], batch size: 51, lr: 4.92e-04
2022-08-23 23:25:35,675 INFO [train.py:927] (2/8) Epoch 7, batch 1100, giga_loss[loss=0.2122, simple_loss=0.2913, pruned_loss=0.06657, over 12157.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.02931, over 36.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.303, pruned_loss=0.06943, over 2462617.10 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05839, over 16446.11 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3013, pruned_loss=0.06444, over 1060093.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.05644, over 3405.12 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3031, pruned_loss=0.06991, over 2456059.73 frames. utt_duration=561.7 frames, utt_pad_proportion=0.05998, over 17537.13 utterances.], batch size: 36, lr: 4.92e-04
2022-08-23 23:27:20,057 INFO [train.py:927] (2/8) Epoch 7, batch 1150, giga_loss[loss=0.203, simple_loss=0.2851, pruned_loss=0.06044, over 12358.00 frames. utt_duration=583 frames, utt_pad_proportion=0.03001, over 85.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2994, pruned_loss=0.06798, over 2464833.92 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06804, over 17957.73 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3014, pruned_loss=0.06443, over 1094800.43 frames. utt_duration=1241 frames, utt_pad_proportion=0.05641, over 3532.78 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2995, pruned_loss=0.06844, over 2459616.41 frames. utt_duration=519 frames, utt_pad_proportion=0.06879, over 19011.31 utterances.], batch size: 85, lr: 4.92e-04
2022-08-23 23:29:05,926 INFO [train.py:927] (2/8) Epoch 7, batch 1200, giga_loss[loss=0.2219, simple_loss=0.3025, pruned_loss=0.07068, over 12354.00 frames. utt_duration=619.5 frames, utt_pad_proportion=0.03511, over 80.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2956, pruned_loss=0.06632, over 2467486.88 frames. utt_duration=541.1 frames, utt_pad_proportion=0.0658, over 18290.83 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.301, pruned_loss=0.06417, over 1108730.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.05554, over 3561.40 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2957, pruned_loss=0.06682, over 2463153.15 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06668, over 19233.62 utterances.], batch size: 80, lr: 4.92e-04
2022-08-23 23:30:48,414 INFO [train.py:927] (2/8) Epoch 7, batch 1250, giga_loss[loss=0.2204, simple_loss=0.2945, pruned_loss=0.07316, over 12189.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03078, over 36.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2944, pruned_loss=0.06592, over 2468572.51 frames. utt_duration=552 frames, utt_pad_proportion=0.0661, over 17936.62 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3003, pruned_loss=0.06399, over 1142493.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05362, over 3653.61 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2946, pruned_loss=0.0664, over 2464994.41 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06721, over 18931.42 utterances.], batch size: 36, lr: 4.92e-04
2022-08-23 23:32:31,099 INFO [train.py:927] (2/8) Epoch 7, batch 1300, giga_loss[loss=0.2168, simple_loss=0.2883, pruned_loss=0.07267, over 12456.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04293, over 31.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2931, pruned_loss=0.06562, over 2469399.60 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06611, over 18194.95 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2993, pruned_loss=0.06328, over 1188392.21 frames. utt_duration=1265 frames, utt_pad_proportion=0.05095, over 3760.95 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2936, pruned_loss=0.06638, over 2466369.26 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06758, over 19364.97 utterances.], batch size: 31, lr: 4.92e-04
2022-08-23 23:34:12,452 INFO [train.py:927] (2/8) Epoch 7, batch 1350, giga_loss[loss=0.1822, simple_loss=0.2651, pruned_loss=0.04964, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03459, over 43.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2909, pruned_loss=0.06494, over 2470801.24 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06943, over 18299.54 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2992, pruned_loss=0.06317, over 1238703.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.05759, over 3988.90 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.291, pruned_loss=0.06568, over 2468441.74 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06944, over 19559.80 utterances.], batch size: 43, lr: 4.92e-04
2022-08-23 23:35:53,246 INFO [train.py:927] (2/8) Epoch 7, batch 1400, giga_loss[loss=0.1997, simple_loss=0.2792, pruned_loss=0.06005, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03342, over 85.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.288, pruned_loss=0.06406, over 2470103.50 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06831, over 17678.95 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2995, pruned_loss=0.06327, over 1262945.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.06455, over 4132.69 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2878, pruned_loss=0.0646, over 2468411.23 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06699, over 18794.31 utterances.], batch size: 85, lr: 4.92e-04
2022-08-23 23:37:36,560 INFO [train.py:927] (2/8) Epoch 7, batch 1450, giga_loss[loss=0.196, simple_loss=0.2686, pruned_loss=0.06168, over 12344.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.1871, over 361.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2842, pruned_loss=0.06275, over 2469814.40 frames. utt_duration=571.1 frames, utt_pad_proportion=0.07001, over 17344.23 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2998, pruned_loss=0.06374, over 1280825.35 frames. utt_duration=1199 frames, utt_pad_proportion=0.07276, over 4277.71 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2837, pruned_loss=0.06296, over 2468598.70 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06714, over 18275.32 utterances.], batch size: 361, lr: 4.92e-04
2022-08-23 23:39:18,093 INFO [train.py:927] (2/8) Epoch 7, batch 1500, giga_loss[loss=0.1949, simple_loss=0.2727, pruned_loss=0.05854, over 12378.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04532, over 146.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2828, pruned_loss=0.06196, over 2470328.33 frames. utt_duration=577.5 frames, utt_pad_proportion=0.0658, over 17154.19 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3004, pruned_loss=0.06375, over 1304721.26 frames. utt_duration=1183 frames, utt_pad_proportion=0.07705, over 4417.68 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2818, pruned_loss=0.06209, over 2469101.55 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06256, over 17992.48 utterances.], batch size: 146, lr: 4.92e-04
2022-08-23 23:41:02,953 INFO [train.py:927] (2/8) Epoch 7, batch 1550, giga_loss[loss=0.2307, simple_loss=0.3098, pruned_loss=0.07581, over 12424.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03304, over 80.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2846, pruned_loss=0.06348, over 2471006.03 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06463, over 17237.07 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3005, pruned_loss=0.06364, over 1327790.66 frames. utt_duration=1185 frames, utt_pad_proportion=0.07507, over 4487.68 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2834, pruned_loss=0.0636, over 2470110.54 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06245, over 18060.87 utterances.], batch size: 80, lr: 4.91e-04
2022-08-23 23:42:46,702 INFO [train.py:927] (2/8) Epoch 7, batch 1600, libri_loss[loss=0.2254, simple_loss=0.3078, pruned_loss=0.07152, over 12278.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007448, over 37.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2892, pruned_loss=0.0663, over 2471764.42 frames. utt_duration=562 frames, utt_pad_proportion=0.06664, over 17640.48 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3004, pruned_loss=0.06368, over 1372608.08 frames. utt_duration=1195 frames, utt_pad_proportion=0.07115, over 4600.89 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2879, pruned_loss=0.06644, over 2471215.22 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06559, over 18671.48 utterances.], batch size: 37, lr: 4.91e-04
2022-08-23 23:44:27,452 INFO [train.py:927] (2/8) Epoch 7, batch 1650, giga_loss[loss=0.2427, simple_loss=0.316, pruned_loss=0.08477, over 12462.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04634, over 34.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2951, pruned_loss=0.06941, over 2471907.72 frames. utt_duration=552.3 frames, utt_pad_proportion=0.07152, over 17950.41 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3005, pruned_loss=0.06377, over 1415755.19 frames. utt_duration=1201 frames, utt_pad_proportion=0.06794, over 4720.58 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2937, pruned_loss=0.06965, over 2471549.89 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07119, over 19164.53 utterances.], batch size: 34, lr: 4.91e-04
2022-08-23 23:46:10,390 INFO [train.py:927] (2/8) Epoch 7, batch 1700, giga_loss[loss=0.2238, simple_loss=0.3107, pruned_loss=0.06845, over 12347.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0299, over 48.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3, pruned_loss=0.07142, over 2471991.15 frames. utt_duration=544.3 frames, utt_pad_proportion=0.07305, over 18216.88 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2997, pruned_loss=0.06347, over 1441798.58 frames. utt_duration=1203 frames, utt_pad_proportion=0.06708, over 4800.62 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2992, pruned_loss=0.07189, over 2471781.84 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0729, over 19397.16 utterances.], batch size: 48, lr: 4.91e-04
2022-08-23 23:47:52,996 INFO [train.py:927] (2/8) Epoch 7, batch 1750, giga_loss[loss=0.2029, simple_loss=0.285, pruned_loss=0.06033, over 12393.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03814, over 37.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3044, pruned_loss=0.0726, over 2472668.88 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06771, over 17904.29 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2993, pruned_loss=0.06322, over 1457219.45 frames. utt_duration=1209 frames, utt_pad_proportion=0.06588, over 4825.49 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.304, pruned_loss=0.07321, over 2472465.75 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06815, over 18984.46 utterances.], batch size: 37, lr: 4.91e-04
2022-08-23 23:49:35,109 INFO [train.py:927] (2/8) Epoch 7, batch 1800, giga_loss[loss=0.2137, simple_loss=0.2973, pruned_loss=0.06504, over 12319.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3032, pruned_loss=0.07054, over 2473083.07 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06549, over 17352.77 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2999, pruned_loss=0.06342, over 1487401.37 frames. utt_duration=1210 frames, utt_pad_proportion=0.06463, over 4921.20 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3027, pruned_loss=0.07114, over 2472820.77 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06632, over 18480.72 utterances.], batch size: 45, lr: 4.91e-04
2022-08-23 23:51:20,556 INFO [train.py:927] (2/8) Epoch 7, batch 1850, giga_loss[loss=0.1924, simple_loss=0.2765, pruned_loss=0.0542, over 12080.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04093, over 30.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3047, pruned_loss=0.07124, over 2473095.57 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06573, over 18062.02 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3001, pruned_loss=0.06353, over 1492328.36 frames. utt_duration=1209 frames, utt_pad_proportion=0.0644, over 4942.60 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3042, pruned_loss=0.07168, over 2472891.50 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0664, over 18976.22 utterances.], batch size: 30, lr: 4.91e-04
2022-08-23 23:53:10,098 INFO [train.py:927] (2/8) Epoch 7, batch 1900, giga_loss[loss=0.2316, simple_loss=0.3151, pruned_loss=0.07407, over 12381.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03019, over 62.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3067, pruned_loss=0.07236, over 2473361.54 frames. utt_duration=541.6 frames, utt_pad_proportion=0.0661, over 18316.28 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2995, pruned_loss=0.06325, over 1506762.02 frames. utt_duration=1216 frames, utt_pad_proportion=0.06334, over 4961.34 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3067, pruned_loss=0.07298, over 2473410.39 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06686, over 19201.63 utterances.], batch size: 62, lr: 4.91e-04
2022-08-23 23:54:53,969 INFO [train.py:927] (2/8) Epoch 7, batch 1950, giga_loss[loss=0.2229, simple_loss=0.2981, pruned_loss=0.07385, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03088, over 39.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3081, pruned_loss=0.07364, over 2472998.63 frames. utt_duration=553 frames, utt_pad_proportion=0.06721, over 17937.50 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2997, pruned_loss=0.06339, over 1530488.81 frames. utt_duration=1216 frames, utt_pad_proportion=0.0626, over 5039.23 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3082, pruned_loss=0.07427, over 2473202.04 frames. utt_duration=526 frames, utt_pad_proportion=0.06799, over 18859.59 utterances.], batch size: 39, lr: 4.91e-04
2022-08-23 23:56:36,271 INFO [train.py:927] (2/8) Epoch 7, batch 2000, giga_loss[loss=0.2608, simple_loss=0.326, pruned_loss=0.09775, over 12389.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3085, pruned_loss=0.07383, over 2473647.63 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06676, over 17995.63 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2991, pruned_loss=0.06311, over 1549355.78 frames. utt_duration=1207 frames, utt_pad_proportion=0.06718, over 5139.90 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07464, over 2473675.98 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06631, over 18857.09 utterances.], batch size: 258, lr: 4.91e-04
2022-08-23 23:58:18,836 INFO [train.py:927] (2/8) Epoch 7, batch 2050, giga_loss[loss=0.2626, simple_loss=0.3382, pruned_loss=0.09348, over 12374.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03175, over 104.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3103, pruned_loss=0.07376, over 2473699.85 frames. utt_duration=574.6 frames, utt_pad_proportion=0.0643, over 17264.72 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2988, pruned_loss=0.06272, over 1576765.47 frames. utt_duration=1220 frames, utt_pad_proportion=0.06505, over 5174.31 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3112, pruned_loss=0.07491, over 2473699.48 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06457, over 18251.65 utterances.], batch size: 104, lr: 4.91e-04
2022-08-24 00:00:02,119 INFO [train.py:927] (2/8) Epoch 7, batch 2100, giga_loss[loss=0.2266, simple_loss=0.3079, pruned_loss=0.07268, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03058, over 42.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3103, pruned_loss=0.07366, over 2472524.97 frames. utt_duration=604 frames, utt_pad_proportion=0.06106, over 16414.46 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2988, pruned_loss=0.06281, over 1590105.01 frames. utt_duration=1218 frames, utt_pad_proportion=0.06521, over 5227.29 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3111, pruned_loss=0.07466, over 2472564.61 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06141, over 17302.58 utterances.], batch size: 42, lr: 4.91e-04
2022-08-24 00:01:42,775 INFO [train.py:927] (2/8) Epoch 7, batch 2150, giga_loss[loss=0.2483, simple_loss=0.3205, pruned_loss=0.08801, over 12372.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3093, pruned_loss=0.0735, over 2472034.72 frames. utt_duration=627.6 frames, utt_pad_proportion=0.05824, over 15794.02 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2991, pruned_loss=0.06305, over 1616361.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.06992, over 5377.99 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.31, pruned_loss=0.07446, over 2471970.98 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05729, over 16663.32 utterances.], batch size: 133, lr: 4.91e-04
2022-08-24 00:03:25,023 INFO [train.py:927] (2/8) Epoch 7, batch 2200, libri_loss[loss=0.2023, simple_loss=0.2931, pruned_loss=0.05573, over 12400.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006464, over 31.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3101, pruned_loss=0.07446, over 2471870.07 frames. utt_duration=633.7 frames, utt_pad_proportion=0.05813, over 15640.06 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2995, pruned_loss=0.06321, over 1629162.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.06875, over 5399.20 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3106, pruned_loss=0.07528, over 2471785.86 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05767, over 16454.36 utterances.], batch size: 31, lr: 4.90e-04
2022-08-24 00:05:08,157 INFO [train.py:927] (2/8) Epoch 7, batch 2250, giga_loss[loss=0.2443, simple_loss=0.3183, pruned_loss=0.08518, over 12315.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05149, over 26.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.0733, over 2471559.58 frames. utt_duration=641 frames, utt_pad_proportion=0.0638, over 15458.43 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2995, pruned_loss=0.06322, over 1641832.53 frames. utt_duration=1211 frames, utt_pad_proportion=0.06756, over 5428.05 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3093, pruned_loss=0.07408, over 2471419.91 frames. utt_duration=611.2 frames, utt_pad_proportion=0.06352, over 16213.66 utterances.], batch size: 26, lr: 4.90e-04
2022-08-24 00:06:52,175 INFO [train.py:927] (2/8) Epoch 7, batch 2300, giga_loss[loss=0.2168, simple_loss=0.2974, pruned_loss=0.06809, over 12298.00 frames. utt_duration=746.7 frames, utt_pad_proportion=0.03274, over 66.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07526, over 2471503.83 frames. utt_duration=621.9 frames, utt_pad_proportion=0.06599, over 15934.02 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2991, pruned_loss=0.0632, over 1666180.37 frames. utt_duration=1217 frames, utt_pad_proportion=0.06587, over 5481.65 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3113, pruned_loss=0.07618, over 2471604.68 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06613, over 16763.56 utterances.], batch size: 66, lr: 4.90e-04
2022-08-24 00:08:33,703 INFO [train.py:927] (2/8) Epoch 7, batch 2350, giga_loss[loss=0.2405, simple_loss=0.3277, pruned_loss=0.07668, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03543, over 51.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3107, pruned_loss=0.07711, over 2471832.63 frames. utt_duration=648.6 frames, utt_pad_proportion=0.06235, over 15279.27 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2996, pruned_loss=0.06441, over 1690325.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.06972, over 5588.26 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3115, pruned_loss=0.07747, over 2471657.90 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06149, over 16119.12 utterances.], batch size: 51, lr: 4.90e-04
2022-08-24 00:10:15,557 INFO [train.py:927] (2/8) Epoch 7, batch 2400, giga_loss[loss=0.2514, simple_loss=0.3257, pruned_loss=0.08854, over 12386.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06609, over 211.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3109, pruned_loss=0.07783, over 2471922.90 frames. utt_duration=636.3 frames, utt_pad_proportion=0.05726, over 15575.75 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3002, pruned_loss=0.06512, over 1717238.55 frames. utt_duration=1218 frames, utt_pad_proportion=0.0672, over 5644.96 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3115, pruned_loss=0.07808, over 2471827.57 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05747, over 16494.29 utterances.], batch size: 211, lr: 4.90e-04
2022-08-24 00:11:59,120 INFO [train.py:927] (2/8) Epoch 7, batch 2450, giga_loss[loss=0.2278, simple_loss=0.3036, pruned_loss=0.076, over 12359.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.0451, over 37.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.308, pruned_loss=0.07658, over 2470941.82 frames. utt_duration=638.3 frames, utt_pad_proportion=0.05734, over 15521.20 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3008, pruned_loss=0.06554, over 1735723.05 frames. utt_duration=1224 frames, utt_pad_proportion=0.0653, over 5680.45 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3083, pruned_loss=0.0768, over 2471038.74 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05803, over 16447.34 utterances.], batch size: 37, lr: 4.90e-04
2022-08-24 00:13:39,937 INFO [train.py:927] (2/8) Epoch 7, batch 2500, giga_loss[loss=0.2085, simple_loss=0.293, pruned_loss=0.06206, over 12380.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.304, pruned_loss=0.0743, over 2471315.62 frames. utt_duration=654.8 frames, utt_pad_proportion=0.0529, over 15131.86 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3006, pruned_loss=0.06535, over 1757351.88 frames. utt_duration=1231 frames, utt_pad_proportion=0.06328, over 5717.63 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3045, pruned_loss=0.07485, over 2471552.68 frames. utt_duration=615.5 frames, utt_pad_proportion=0.05424, over 16102.47 utterances.], batch size: 58, lr: 4.90e-04
2022-08-24 00:15:22,356 INFO [train.py:927] (2/8) Epoch 7, batch 2550, giga_loss[loss=0.2213, simple_loss=0.3099, pruned_loss=0.06631, over 12347.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3019, pruned_loss=0.07293, over 2471551.62 frames. utt_duration=652.1 frames, utt_pad_proportion=0.05073, over 15195.65 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2999, pruned_loss=0.06518, over 1788222.74 frames. utt_duration=1243 frames, utt_pad_proportion=0.06061, over 5760.10 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3029, pruned_loss=0.07385, over 2472366.66 frames. utt_duration=607.3 frames, utt_pad_proportion=0.0526, over 16324.62 utterances.], batch size: 66, lr: 4.90e-04
2022-08-24 00:17:04,912 INFO [train.py:927] (2/8) Epoch 7, batch 2600, giga_loss[loss=0.233, simple_loss=0.315, pruned_loss=0.07553, over 12357.00 frames. utt_duration=583 frames, utt_pad_proportion=0.0315, over 85.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3018, pruned_loss=0.07169, over 2471789.93 frames. utt_duration=647 frames, utt_pad_proportion=0.05237, over 15318.25 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3005, pruned_loss=0.06541, over 1814740.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.06873, over 5959.70 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3023, pruned_loss=0.07255, over 2472767.77 frames. utt_duration=605.1 frames, utt_pad_proportion=0.0511, over 16386.09 utterances.], batch size: 85, lr: 4.90e-04
2022-08-24 00:18:46,624 INFO [train.py:927] (2/8) Epoch 7, batch 2650, giga_loss[loss=0.2201, simple_loss=0.3112, pruned_loss=0.06454, over 12418.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03819, over 133.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3032, pruned_loss=0.07178, over 2471960.49 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06333, over 17355.33 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06532, over 1846316.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.06547, over 5995.80 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.304, pruned_loss=0.07285, over 2473290.03 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06254, over 18689.61 utterances.], batch size: 133, lr: 4.90e-04
2022-08-24 00:20:27,891 INFO [train.py:927] (2/8) Epoch 7, batch 2700, libri_loss[loss=0.2377, simple_loss=0.3215, pruned_loss=0.0769, over 12231.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005078, over 34.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3015, pruned_loss=0.07013, over 2471528.08 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06096, over 16899.06 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3001, pruned_loss=0.06526, over 1864216.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.06405, over 6029.39 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3022, pruned_loss=0.07119, over 2473187.75 frames. utt_duration=543.5 frames, utt_pad_proportion=0.0609, over 18252.20 utterances.], batch size: 34, lr: 4.90e-04
2022-08-24 00:22:07,322 INFO [train.py:927] (2/8) Epoch 7, batch 2750, libri_loss[loss=0.1752, simple_loss=0.2628, pruned_loss=0.04376, over 12198.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00748, over 30.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.301, pruned_loss=0.06963, over 2472375.62 frames. utt_duration=565 frames, utt_pad_proportion=0.0608, over 17548.93 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2994, pruned_loss=0.06492, over 1879010.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.06256, over 6041.45 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3021, pruned_loss=0.07083, over 2473973.86 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06119, over 18880.27 utterances.], batch size: 30, lr: 4.90e-04
2022-08-24 00:23:48,948 INFO [train.py:927] (2/8) Epoch 7, batch 2800, giga_loss[loss=0.2092, simple_loss=0.2949, pruned_loss=0.06175, over 12368.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.02925, over 58.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3, pruned_loss=0.06887, over 2472799.85 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06375, over 17661.93 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2993, pruned_loss=0.06487, over 1881862.77 frames. utt_duration=1247 frames, utt_pad_proportion=0.06227, over 6042.24 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.301, pruned_loss=0.06986, over 2474155.69 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06398, over 18756.61 utterances.], batch size: 58, lr: 4.90e-04
2022-08-24 00:25:30,263 INFO [train.py:927] (2/8) Epoch 7, batch 2850, giga_loss[loss=0.2697, simple_loss=0.3379, pruned_loss=0.1008, over 12420.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07584, over 213.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3031, pruned_loss=0.06973, over 2473072.68 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06164, over 17659.06 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3008, pruned_loss=0.06516, over 1896449.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06142, over 6104.63 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3029, pruned_loss=0.07043, over 2474207.35 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06217, over 18732.39 utterances.], batch size: 213, lr: 4.89e-04
2022-08-24 00:27:10,049 INFO [train.py:927] (2/8) Epoch 7, batch 2900, giga_loss[loss=0.2264, simple_loss=0.3054, pruned_loss=0.07368, over 12328.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3034, pruned_loss=0.06992, over 2472128.80 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05885, over 17159.43 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3002, pruned_loss=0.06504, over 1924399.73 frames. utt_duration=1252 frames, utt_pad_proportion=0.05912, over 6157.05 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3038, pruned_loss=0.07081, over 2473294.88 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06016, over 18523.56 utterances.], batch size: 62, lr: 4.89e-04
2022-08-24 00:28:50,881 INFO [train.py:927] (2/8) Epoch 7, batch 2950, giga_loss[loss=0.2285, simple_loss=0.309, pruned_loss=0.07401, over 12414.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04975, over 161.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3038, pruned_loss=0.07022, over 2472081.17 frames. utt_duration=586.3 frames, utt_pad_proportion=0.05586, over 16909.40 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2999, pruned_loss=0.06493, over 1934926.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05803, over 6160.88 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3044, pruned_loss=0.07109, over 2473311.55 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05743, over 18177.21 utterances.], batch size: 161, lr: 4.89e-04
2022-08-24 00:30:32,063 INFO [train.py:927] (2/8) Epoch 7, batch 3000, giga_loss[loss=0.1968, simple_loss=0.2743, pruned_loss=0.05963, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02487, over 45.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3015, pruned_loss=0.06939, over 2471493.18 frames. utt_duration=577 frames, utt_pad_proportion=0.06008, over 17176.99 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2997, pruned_loss=0.06499, over 1942678.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05724, over 6163.47 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3021, pruned_loss=0.07009, over 2472719.68 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06133, over 18335.46 utterances.], batch size: 45, lr: 4.89e-04
2022-08-24 00:30:32,064 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 00:30:45,389 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.2032, simple_loss=0.3012, pruned_loss=0.05258, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 00:32:22,029 INFO [train.py:927] (2/8) Epoch 7, batch 3050, giga_loss[loss=0.1995, simple_loss=0.283, pruned_loss=0.05802, over 12335.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03372, over 58.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3013, pruned_loss=0.06863, over 2472392.86 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06072, over 17416.36 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3003, pruned_loss=0.06528, over 1947942.92 frames. utt_duration=1248 frames, utt_pad_proportion=0.06123, over 6248.44 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3014, pruned_loss=0.06903, over 2473373.79 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06062, over 18352.46 utterances.], batch size: 58, lr: 4.89e-04
2022-08-24 00:34:01,220 INFO [train.py:927] (2/8) Epoch 7, batch 3100, giga_loss[loss=0.2473, simple_loss=0.3294, pruned_loss=0.08264, over 12403.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03954, over 133.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.302, pruned_loss=0.0685, over 2472493.30 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0611, over 17832.85 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3009, pruned_loss=0.06545, over 1950684.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06092, over 6253.19 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3016, pruned_loss=0.06871, over 2473162.29 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06109, over 18607.95 utterances.], batch size: 133, lr: 4.89e-04
2022-08-24 00:35:39,482 INFO [train.py:927] (2/8) Epoch 7, batch 3150, giga_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05609, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03214, over 75.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3018, pruned_loss=0.06892, over 2473601.00 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05719, over 17790.36 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3013, pruned_loss=0.06551, over 1963562.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05983, over 6266.88 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3013, pruned_loss=0.06911, over 2474164.95 frames. utt_duration=532.2 frames, utt_pad_proportion=0.05767, over 18647.49 utterances.], batch size: 75, lr: 4.89e-04
2022-08-24 00:37:17,609 INFO [train.py:927] (2/8) Epoch 7, batch 3200, giga_loss[loss=0.2113, simple_loss=0.2994, pruned_loss=0.06156, over 12405.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04998, over 161.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3, pruned_loss=0.06858, over 2474228.73 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05513, over 17509.63 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3017, pruned_loss=0.0656, over 1976282.43 frames. utt_duration=1257 frames, utt_pad_proportion=0.05846, over 6293.90 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2993, pruned_loss=0.06875, over 2474610.25 frames. utt_duration=539 frames, utt_pad_proportion=0.05598, over 18414.37 utterances.], batch size: 161, lr: 4.89e-04
2022-08-24 00:38:57,869 INFO [train.py:927] (2/8) Epoch 7, batch 3250, giga_loss[loss=0.2258, simple_loss=0.3059, pruned_loss=0.07281, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07322, over 212.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2975, pruned_loss=0.06791, over 2474100.47 frames. utt_duration=561 frames, utt_pad_proportion=0.05505, over 17687.18 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3016, pruned_loss=0.06563, over 1991057.07 frames. utt_duration=1258 frames, utt_pad_proportion=0.0576, over 6340.10 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.297, pruned_loss=0.06812, over 2474387.85 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05599, over 18664.74 utterances.], batch size: 212, lr: 4.89e-04
2022-08-24 00:40:38,003 INFO [train.py:927] (2/8) Epoch 7, batch 3300, giga_loss[loss=0.1839, simple_loss=0.2628, pruned_loss=0.05254, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2933, pruned_loss=0.06591, over 2474410.35 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05412, over 17148.06 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3017, pruned_loss=0.06563, over 2002493.26 frames. utt_duration=1262 frames, utt_pad_proportion=0.05622, over 6355.42 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2927, pruned_loss=0.0661, over 2475112.75 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05538, over 18166.01 utterances.], batch size: 58, lr: 4.89e-04
2022-08-24 00:42:17,036 INFO [train.py:927] (2/8) Epoch 7, batch 3350, giga_loss[loss=0.2128, simple_loss=0.2843, pruned_loss=0.07062, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0241, over 48.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2926, pruned_loss=0.06532, over 2473934.31 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05494, over 17230.72 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3011, pruned_loss=0.06525, over 2016003.98 frames. utt_duration=1270 frames, utt_pad_proportion=0.05475, over 6355.82 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2923, pruned_loss=0.06573, over 2474910.98 frames. utt_duration=541.6 frames, utt_pad_proportion=0.0563, over 18328.84 utterances.], batch size: 48, lr: 4.89e-04
2022-08-24 00:43:56,932 INFO [train.py:927] (2/8) Epoch 7, batch 3400, libri_loss[loss=0.2355, simple_loss=0.3192, pruned_loss=0.07588, over 12367.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01482, over 41.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2969, pruned_loss=0.06754, over 2474478.96 frames. utt_duration=565.4 frames, utt_pad_proportion=0.05956, over 17553.02 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3013, pruned_loss=0.06547, over 2033807.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05866, over 6469.37 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2963, pruned_loss=0.06776, over 2475484.11 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05932, over 18743.82 utterances.], batch size: 41, lr: 4.89e-04
2022-08-24 00:45:36,711 INFO [train.py:927] (2/8) Epoch 7, batch 3450, giga_loss[loss=0.3109, simple_loss=0.3653, pruned_loss=0.1282, over 12357.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1093, over 259.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2999, pruned_loss=0.06899, over 2474538.03 frames. utt_duration=538 frames, utt_pad_proportion=0.06216, over 18449.45 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.301, pruned_loss=0.06523, over 2042663.19 frames. utt_duration=1264 frames, utt_pad_proportion=0.0576, over 6473.95 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2996, pruned_loss=0.06939, over 2475235.13 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06219, over 19599.37 utterances.], batch size: 259, lr: 4.89e-04
2022-08-24 00:47:22,652 INFO [train.py:927] (2/8) Epoch 7, batch 3500, giga_loss[loss=0.2626, simple_loss=0.3345, pruned_loss=0.09535, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03172, over 48.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3044, pruned_loss=0.07258, over 2474002.07 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06292, over 18528.80 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3009, pruned_loss=0.06518, over 2044568.88 frames. utt_duration=1265 frames, utt_pad_proportion=0.05734, over 6473.58 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3042, pruned_loss=0.07295, over 2474768.17 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06299, over 19482.48 utterances.], batch size: 48, lr: 4.88e-04
2022-08-24 00:49:04,630 INFO [train.py:927] (2/8) Epoch 7, batch 3550, giga_loss[loss=0.2907, simple_loss=0.3594, pruned_loss=0.1111, over 12441.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04342, over 114.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3126, pruned_loss=0.07747, over 2473926.55 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06358, over 18812.36 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3028, pruned_loss=0.06593, over 2055119.27 frames. utt_duration=1248 frames, utt_pad_proportion=0.0614, over 6594.75 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3112, pruned_loss=0.07744, over 2474592.69 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06262, over 19741.25 utterances.], batch size: 114, lr: 4.88e-04
2022-08-24 00:50:48,017 INFO [train.py:927] (2/8) Epoch 7, batch 3600, giga_loss[loss=0.2821, simple_loss=0.3534, pruned_loss=0.1055, over 12404.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.0395, over 133.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.32, pruned_loss=0.08318, over 2474031.18 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06084, over 19366.87 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3032, pruned_loss=0.06614, over 2061286.53 frames. utt_duration=1250 frames, utt_pad_proportion=0.0605, over 6604.78 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3188, pruned_loss=0.08322, over 2474637.22 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06049, over 20266.25 utterances.], batch size: 133, lr: 4.88e-04
2022-08-24 00:52:33,671 INFO [train.py:927] (2/8) Epoch 7, batch 3650, giga_loss[loss=0.2405, simple_loss=0.3207, pruned_loss=0.08014, over 12343.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02875, over 66.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3257, pruned_loss=0.08794, over 2474345.77 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06154, over 19654.28 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3031, pruned_loss=0.06612, over 2065503.27 frames. utt_duration=1252 frames, utt_pad_proportion=0.05997, over 6604.75 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.325, pruned_loss=0.08817, over 2474730.08 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06141, over 20479.29 utterances.], batch size: 66, lr: 4.88e-04
2022-08-24 00:54:19,651 INFO [train.py:927] (2/8) Epoch 7, batch 3700, giga_loss[loss=0.2971, simple_loss=0.3665, pruned_loss=0.1138, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04135, over 113.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3295, pruned_loss=0.09175, over 2473931.36 frames. utt_duration=492.6 frames, utt_pad_proportion=0.0638, over 20149.13 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3027, pruned_loss=0.06593, over 2075474.08 frames. utt_duration=1258 frames, utt_pad_proportion=0.05874, over 6607.57 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3298, pruned_loss=0.09256, over 2474362.03 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06393, over 21087.20 utterances.], batch size: 113, lr: 4.88e-04
2022-08-24 00:56:07,682 INFO [train.py:927] (2/8) Epoch 7, batch 3750, libri_loss[loss=0.2332, simple_loss=0.3115, pruned_loss=0.07741, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005943, over 32.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3342, pruned_loss=0.09633, over 2474342.38 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06954, over 20700.25 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3025, pruned_loss=0.06584, over 2085262.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05749, over 6603.41 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3352, pruned_loss=0.09769, over 2474766.66 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06981, over 21770.86 utterances.], batch size: 32, lr: 4.88e-04
2022-08-24 00:57:53,399 INFO [train.py:927] (2/8) Epoch 7, batch 3800, giga_loss[loss=0.2556, simple_loss=0.3221, pruned_loss=0.09457, over 12371.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03106, over 97.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3342, pruned_loss=0.09749, over 2474140.21 frames. utt_duration=479.3 frames, utt_pad_proportion=0.06938, over 20712.08 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.302, pruned_loss=0.06558, over 2096214.09 frames. utt_duration=1273 frames, utt_pad_proportion=0.05608, over 6596.52 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3363, pruned_loss=0.09962, over 2475005.23 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07011, over 21962.81 utterances.], batch size: 97, lr: 4.88e-04
2022-08-24 00:59:38,990 INFO [train.py:927] (2/8) Epoch 7, batch 3850, giga_loss[loss=0.2497, simple_loss=0.3147, pruned_loss=0.09236, over 12239.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02993, over 42.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3346, pruned_loss=0.09721, over 2474672.09 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06563, over 20609.44 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.302, pruned_loss=0.06556, over 2103814.54 frames. utt_duration=1276 frames, utt_pad_proportion=0.0551, over 6604.60 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3368, pruned_loss=0.09946, over 2475271.22 frames. utt_duration=454.9 frames, utt_pad_proportion=0.06673, over 21834.63 utterances.], batch size: 42, lr: 4.88e-04
2022-08-24 01:01:28,906 INFO [train.py:927] (2/8) Epoch 7, batch 3900, giga_loss[loss=0.2277, simple_loss=0.3044, pruned_loss=0.07553, over 12282.00 frames. utt_duration=964.9 frames, utt_pad_proportion=0.03512, over 51.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3378, pruned_loss=0.09947, over 2474838.45 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07265, over 22227.47 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3024, pruned_loss=0.06566, over 2111070.85 frames. utt_duration=1278 frames, utt_pad_proportion=0.05418, over 6612.51 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3399, pruned_loss=0.1018, over 2475384.37 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07348, over 23475.76 utterances.], batch size: 51, lr: 4.88e-04
2022-08-24 01:03:14,817 INFO [train.py:927] (2/8) Epoch 7, batch 3950, giga_loss[loss=0.2668, simple_loss=0.3411, pruned_loss=0.09626, over 12359.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3376, pruned_loss=0.0982, over 2474749.94 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07782, over 22664.73 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3042, pruned_loss=0.06645, over 2120317.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.0583, over 6721.13 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3387, pruned_loss=0.1002, over 2474954.81 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07737, over 23915.17 utterances.], batch size: 97, lr: 4.88e-04
2022-08-24 01:05:03,568 INFO [train.py:927] (2/8) Epoch 7, batch 4000, giga_loss[loss=0.2075, simple_loss=0.2885, pruned_loss=0.0632, over 12375.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.02984, over 58.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3337, pruned_loss=0.09494, over 2473528.64 frames. utt_duration=449.8 frames, utt_pad_proportion=0.0783, over 22068.98 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3038, pruned_loss=0.06622, over 2123827.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05785, over 6713.93 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3351, pruned_loss=0.09693, over 2473714.17 frames. utt_duration=428 frames, utt_pad_proportion=0.07807, over 23196.77 utterances.], batch size: 58, lr: 4.88e-04
2022-08-24 01:06:47,079 INFO [train.py:927] (2/8) Epoch 7, batch 4050, libri_loss[loss=0.1821, simple_loss=0.2663, pruned_loss=0.04897, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006415, over 33.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3303, pruned_loss=0.09244, over 2473722.61 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07801, over 22032.79 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3033, pruned_loss=0.06599, over 2135528.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05639, over 6735.50 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3328, pruned_loss=0.09511, over 2474211.48 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07845, over 23415.95 utterances.], batch size: 33, lr: 4.88e-04
2022-08-24 01:08:35,024 INFO [train.py:927] (2/8) Epoch 7, batch 4100, giga_loss[loss=0.2566, simple_loss=0.3388, pruned_loss=0.08719, over 12340.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03335, over 62.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.329, pruned_loss=0.09111, over 2474664.19 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07518, over 21381.77 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3034, pruned_loss=0.06604, over 2148575.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05932, over 6821.23 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3319, pruned_loss=0.09416, over 2475303.98 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07522, over 22973.71 utterances.], batch size: 62, lr: 4.88e-04
2022-08-24 01:10:24,904 INFO [train.py:927] (2/8) Epoch 7, batch 4150, giga_loss[loss=0.2972, simple_loss=0.3722, pruned_loss=0.1111, over 12427.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06152, over 183.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3276, pruned_loss=0.0885, over 2474833.57 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07397, over 20935.53 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3033, pruned_loss=0.06624, over 2162728.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05725, over 6821.92 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.331, pruned_loss=0.0918, over 2475588.75 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07483, over 22822.78 utterances.], batch size: 183, lr: 4.88e-04
2022-08-24 01:12:08,504 INFO [train.py:927] (2/8) Epoch 7, batch 4200, giga_loss[loss=0.2657, simple_loss=0.3508, pruned_loss=0.09032, over 12346.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3266, pruned_loss=0.08681, over 2474572.34 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07155, over 19961.25 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.302, pruned_loss=0.06553, over 2177757.17 frames. utt_duration=1282 frames, utt_pad_proportion=0.05492, over 6803.32 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3316, pruned_loss=0.09109, over 2475399.49 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07339, over 22154.77 utterances.], batch size: 62, lr: 4.87e-04
2022-08-24 01:13:54,740 INFO [train.py:927] (2/8) Epoch 7, batch 4250, giga_loss[loss=0.2128, simple_loss=0.2928, pruned_loss=0.06643, over 12432.00 frames. utt_duration=905.5 frames, utt_pad_proportion=0.03261, over 55.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3254, pruned_loss=0.08665, over 2474353.69 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07678, over 20436.30 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3018, pruned_loss=0.0654, over 2180740.53 frames. utt_duration=1279 frames, utt_pad_proportion=0.05548, over 6829.32 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3297, pruned_loss=0.09028, over 2474981.76 frames. utt_duration=446.5 frames, utt_pad_proportion=0.0777, over 22245.53 utterances.], batch size: 55, lr: 4.87e-04
2022-08-24 01:15:39,052 INFO [train.py:927] (2/8) Epoch 7, batch 4300, giga_loss[loss=0.2483, simple_loss=0.3293, pruned_loss=0.08365, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03243, over 62.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3252, pruned_loss=0.0873, over 2474519.61 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07811, over 20687.50 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3024, pruned_loss=0.06539, over 2186318.05 frames. utt_duration=1279 frames, utt_pad_proportion=0.05484, over 6846.61 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3285, pruned_loss=0.09058, over 2475239.76 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07905, over 22352.92 utterances.], batch size: 62, lr: 4.87e-04
2022-08-24 01:17:26,815 INFO [train.py:927] (2/8) Epoch 7, batch 4350, giga_loss[loss=0.2266, simple_loss=0.3142, pruned_loss=0.06951, over 12225.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02978, over 39.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3246, pruned_loss=0.08624, over 2475040.06 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07505, over 20452.56 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3027, pruned_loss=0.06556, over 2189291.52 frames. utt_duration=1280 frames, utt_pad_proportion=0.05434, over 6851.14 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3272, pruned_loss=0.08888, over 2475518.56 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07618, over 21874.22 utterances.], batch size: 39, lr: 4.87e-04
2022-08-24 01:19:12,861 INFO [train.py:927] (2/8) Epoch 7, batch 4400, giga_loss[loss=0.2697, simple_loss=0.3439, pruned_loss=0.09773, over 12381.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02761, over 70.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3239, pruned_loss=0.08647, over 2474117.23 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07826, over 20863.11 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3024, pruned_loss=0.06539, over 2192069.92 frames. utt_duration=1283 frames, utt_pad_proportion=0.05391, over 6844.66 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3264, pruned_loss=0.08883, over 2474549.05 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07914, over 22099.76 utterances.], batch size: 70, lr: 4.87e-04
2022-08-24 01:20:58,505 INFO [train.py:927] (2/8) Epoch 7, batch 4450, giga_loss[loss=0.2364, simple_loss=0.3161, pruned_loss=0.07835, over 12382.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02717, over 66.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3222, pruned_loss=0.08653, over 2474671.71 frames. utt_duration=464.5 frames, utt_pad_proportion=0.08378, over 21374.26 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3022, pruned_loss=0.06535, over 2195029.98 frames. utt_duration=1285 frames, utt_pad_proportion=0.05347, over 6842.23 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08859, over 2474883.57 frames. utt_duration=442 frames, utt_pad_proportion=0.08439, over 22469.91 utterances.], batch size: 66, lr: 4.87e-04
2022-08-24 01:22:43,871 INFO [train.py:927] (2/8) Epoch 7, batch 4500, giga_loss[loss=0.2716, simple_loss=0.3424, pruned_loss=0.1004, over 12385.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08594, over 2475132.58 frames. utt_duration=464.3 frames, utt_pad_proportion=0.0793, over 21387.53 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3027, pruned_loss=0.06545, over 2200500.96 frames. utt_duration=1282 frames, utt_pad_proportion=0.05365, over 6873.94 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3227, pruned_loss=0.08788, over 2475380.79 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08013, over 22487.80 utterances.], batch size: 146, lr: 4.87e-04
2022-08-24 01:24:27,772 INFO [train.py:927] (2/8) Epoch 7, batch 4550, giga_loss[loss=0.2304, simple_loss=0.3058, pruned_loss=0.07755, over 12226.00 frames. utt_duration=1360 frames, utt_pad_proportion=0.02923, over 36.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3204, pruned_loss=0.08621, over 2474911.68 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07799, over 21091.75 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3028, pruned_loss=0.06559, over 2209596.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.05738, over 6951.70 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3222, pruned_loss=0.08828, over 2475441.18 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07791, over 22354.59 utterances.], batch size: 36, lr: 4.87e-04
2022-08-24 01:26:10,150 INFO [train.py:927] (2/8) Epoch 7, batch 4600, giga_loss[loss=0.2139, simple_loss=0.3116, pruned_loss=0.05808, over 12245.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.05451, over 26.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08556, over 2473706.57 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07484, over 20657.39 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3022, pruned_loss=0.06523, over 2214674.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.05728, over 6947.75 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.323, pruned_loss=0.08786, over 2474296.24 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07507, over 21912.16 utterances.], batch size: 26, lr: 4.87e-04
2022-08-24 01:27:51,932 INFO [train.py:927] (2/8) Epoch 7, batch 4650, giga_loss[loss=0.2348, simple_loss=0.3116, pruned_loss=0.07897, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3205, pruned_loss=0.08482, over 2473973.43 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07015, over 20002.06 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3022, pruned_loss=0.06538, over 2224645.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.05624, over 6971.13 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.323, pruned_loss=0.08726, over 2474660.89 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0711, over 21480.69 utterances.], batch size: 123, lr: 4.87e-04
2022-08-24 01:29:39,473 INFO [train.py:927] (2/8) Epoch 7, batch 4700, giga_loss[loss=0.2332, simple_loss=0.3132, pruned_loss=0.07658, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03393, over 85.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3233, pruned_loss=0.08668, over 2474598.96 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07057, over 20340.81 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3035, pruned_loss=0.06574, over 2230818.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.05517, over 6969.84 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3246, pruned_loss=0.08882, over 2475159.76 frames. utt_duration=455 frames, utt_pad_proportion=0.0717, over 21830.43 utterances.], batch size: 85, lr: 4.87e-04
2022-08-24 01:31:22,475 INFO [train.py:927] (2/8) Epoch 7, batch 4750, giga_loss[loss=0.2835, simple_loss=0.3447, pruned_loss=0.1112, over 12374.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03958, over 145.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3227, pruned_loss=0.0865, over 2474609.14 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06419, over 19630.94 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3037, pruned_loss=0.06564, over 2236487.82 frames. utt_duration=1287 frames, utt_pad_proportion=0.05413, over 6958.69 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3241, pruned_loss=0.08876, over 2475368.00 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06592, over 21118.17 utterances.], batch size: 145, lr: 4.87e-04
2022-08-24 01:33:05,955 INFO [train.py:927] (2/8) Epoch 7, batch 4800, giga_loss[loss=0.269, simple_loss=0.3338, pruned_loss=0.1021, over 12374.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03055, over 85.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3229, pruned_loss=0.08699, over 2474164.90 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06585, over 19966.25 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3026, pruned_loss=0.06506, over 2242919.39 frames. utt_duration=1296 frames, utt_pad_proportion=0.05307, over 6931.30 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3254, pruned_loss=0.08983, over 2475322.39 frames. utt_duration=461.4 frames, utt_pad_proportion=0.06754, over 21526.40 utterances.], batch size: 85, lr: 4.87e-04
2022-08-24 01:34:48,900 INFO [train.py:927] (2/8) Epoch 7, batch 4850, giga_loss[loss=0.232, simple_loss=0.3225, pruned_loss=0.07078, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03008, over 70.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3225, pruned_loss=0.08633, over 2473928.58 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06213, over 19280.56 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3027, pruned_loss=0.06503, over 2250388.19 frames. utt_duration=1293 frames, utt_pad_proportion=0.05293, over 6968.94 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.325, pruned_loss=0.08929, over 2475304.47 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06397, over 20897.22 utterances.], batch size: 70, lr: 4.86e-04
2022-08-24 01:36:34,093 INFO [train.py:927] (2/8) Epoch 7, batch 4900, giga_loss[loss=0.2479, simple_loss=0.317, pruned_loss=0.08937, over 12432.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04158, over 146.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3201, pruned_loss=0.08505, over 2473478.06 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06953, over 20180.71 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3029, pruned_loss=0.06515, over 2257071.57 frames. utt_duration=1295 frames, utt_pad_proportion=0.05185, over 6977.82 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3225, pruned_loss=0.0879, over 2474501.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07091, over 21817.86 utterances.], batch size: 146, lr: 4.86e-04
2022-08-24 01:38:22,028 INFO [train.py:927] (2/8) Epoch 7, batch 4950, giga_loss[loss=0.2316, simple_loss=0.3088, pruned_loss=0.07716, over 12362.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.0485, over 31.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3179, pruned_loss=0.08446, over 2473901.98 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07113, over 20123.06 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06507, over 2263350.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.05064, over 6957.72 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3207, pruned_loss=0.08734, over 2474867.49 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07266, over 21822.54 utterances.], batch size: 31, lr: 4.86e-04
2022-08-24 01:40:06,656 INFO [train.py:927] (2/8) Epoch 7, batch 5000, libri_loss[loss=0.2073, simple_loss=0.2969, pruned_loss=0.05881, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005064, over 35.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3211, pruned_loss=0.08623, over 2473648.76 frames. utt_duration=482 frames, utt_pad_proportion=0.07571, over 20591.20 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06503, over 2266520.41 frames. utt_duration=1303 frames, utt_pad_proportion=0.05057, over 6966.24 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3235, pruned_loss=0.08887, over 2474379.78 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07675, over 22128.24 utterances.], batch size: 35, lr: 4.86e-04
2022-08-24 01:41:51,992 INFO [train.py:927] (2/8) Epoch 7, batch 5050, libri_loss[loss=0.2445, simple_loss=0.3483, pruned_loss=0.07033, over 12345.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005892, over 33.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.324, pruned_loss=0.08571, over 2474163.01 frames. utt_duration=490 frames, utt_pad_proportion=0.07021, over 20258.89 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3028, pruned_loss=0.06509, over 2271756.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.04949, over 6966.08 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3261, pruned_loss=0.08821, over 2474660.61 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07187, over 21772.52 utterances.], batch size: 33, lr: 4.86e-04
2022-08-24 01:43:35,716 INFO [train.py:927] (2/8) Epoch 7, batch 5100, giga_loss[loss=0.2722, simple_loss=0.3532, pruned_loss=0.09564, over 12455.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3265, pruned_loss=0.08742, over 2474530.06 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07121, over 20144.89 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3031, pruned_loss=0.06509, over 2275550.45 frames. utt_duration=1300 frames, utt_pad_proportion=0.04967, over 7010.58 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3282, pruned_loss=0.08979, over 2475137.10 frames. utt_duration=461 frames, utt_pad_proportion=0.07257, over 21541.82 utterances.], batch size: 86, lr: 4.86e-04
2022-08-24 01:45:22,806 INFO [train.py:927] (2/8) Epoch 7, batch 5150, giga_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08284, over 12304.00 frames. utt_duration=795.2 frames, utt_pad_proportion=0.03615, over 62.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3275, pruned_loss=0.08942, over 2474184.50 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07769, over 21197.95 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3034, pruned_loss=0.06527, over 2281188.03 frames. utt_duration=1301 frames, utt_pad_proportion=0.04856, over 7021.24 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3292, pruned_loss=0.09177, over 2474888.92 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07889, over 22663.41 utterances.], batch size: 62, lr: 4.86e-04
2022-08-24 01:47:06,318 INFO [train.py:927] (2/8) Epoch 7, batch 5200, libri_loss[loss=0.197, simple_loss=0.2865, pruned_loss=0.05368, over 12323.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006164, over 36.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3254, pruned_loss=0.08858, over 2474041.02 frames. utt_duration=469 frames, utt_pad_proportion=0.07365, over 21164.80 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3034, pruned_loss=0.06518, over 2288563.56 frames. utt_duration=1297 frames, utt_pad_proportion=0.04827, over 7066.99 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3278, pruned_loss=0.09144, over 2474812.77 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07533, over 22835.96 utterances.], batch size: 36, lr: 4.86e-04
2022-08-24 01:48:51,605 INFO [train.py:927] (2/8) Epoch 7, batch 5250, giga_loss[loss=0.2283, simple_loss=0.3009, pruned_loss=0.07784, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04714, over 34.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3246, pruned_loss=0.08846, over 2473819.98 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07887, over 21189.64 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3034, pruned_loss=0.06513, over 2294084.79 frames. utt_duration=1282 frames, utt_pad_proportion=0.05018, over 7164.09 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3271, pruned_loss=0.09143, over 2474413.74 frames. utt_duration=435 frames, utt_pad_proportion=0.07973, over 22827.50 utterances.], batch size: 34, lr: 4.86e-04
2022-08-24 01:50:35,185 INFO [train.py:927] (2/8) Epoch 7, batch 5300, giga_loss[loss=0.2344, simple_loss=0.3041, pruned_loss=0.0823, over 12420.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02731, over 58.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3226, pruned_loss=0.0877, over 2473658.91 frames. utt_duration=487 frames, utt_pad_proportion=0.07981, over 20379.75 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3037, pruned_loss=0.06553, over 2299774.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.0539, over 7232.23 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3249, pruned_loss=0.09044, over 2474594.28 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07961, over 22049.11 utterances.], batch size: 58, lr: 4.86e-04
2022-08-24 01:52:18,738 INFO [train.py:927] (2/8) Epoch 7, batch 5350, giga_loss[loss=0.248, simple_loss=0.3271, pruned_loss=0.08449, over 12469.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03535, over 37.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08763, over 2473759.25 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07812, over 20228.12 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06535, over 2302248.84 frames. utt_duration=1278 frames, utt_pad_proportion=0.05344, over 7214.83 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.325, pruned_loss=0.09024, over 2474619.56 frames. utt_duration=456.8 frames, utt_pad_proportion=0.0783, over 21736.98 utterances.], batch size: 37, lr: 4.86e-04
2022-08-24 01:54:05,068 INFO [train.py:927] (2/8) Epoch 7, batch 5400, giga_loss[loss=0.2106, simple_loss=0.2858, pruned_loss=0.06774, over 12308.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02945, over 74.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08909, over 2473444.10 frames. utt_duration=478.9 frames, utt_pad_proportion=0.08288, over 20723.98 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06537, over 2304601.27 frames. utt_duration=1279 frames, utt_pad_proportion=0.05325, over 7215.72 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3263, pruned_loss=0.09143, over 2474294.05 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08289, over 22090.23 utterances.], batch size: 74, lr: 4.86e-04
2022-08-24 01:55:50,398 INFO [train.py:927] (2/8) Epoch 7, batch 5450, giga_loss[loss=0.3019, simple_loss=0.3657, pruned_loss=0.1191, over 12360.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3258, pruned_loss=0.08893, over 2474195.58 frames. utt_duration=470.6 frames, utt_pad_proportion=0.08298, over 21095.52 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3035, pruned_loss=0.06536, over 2309935.92 frames. utt_duration=1282 frames, utt_pad_proportion=0.05195, over 7216.19 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3279, pruned_loss=0.09144, over 2474580.04 frames. utt_duration=440.4 frames, utt_pad_proportion=0.08365, over 22548.37 utterances.], batch size: 182, lr: 4.86e-04
2022-08-24 01:57:35,361 INFO [train.py:927] (2/8) Epoch 7, batch 5500, giga_loss[loss=0.2262, simple_loss=0.3142, pruned_loss=0.06906, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03894, over 33.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3267, pruned_loss=0.08759, over 2474153.23 frames. utt_duration=486 frames, utt_pad_proportion=0.07938, over 20423.61 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3034, pruned_loss=0.06539, over 2313116.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.05613, over 7289.08 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3288, pruned_loss=0.08997, over 2474539.95 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07925, over 21757.13 utterances.], batch size: 33, lr: 4.85e-04
2022-08-24 01:59:18,460 INFO [train.py:927] (2/8) Epoch 7, batch 5550, giga_loss[loss=0.2186, simple_loss=0.3111, pruned_loss=0.06308, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3305, pruned_loss=0.09099, over 2474251.52 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07855, over 20736.08 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3035, pruned_loss=0.06552, over 2316118.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.05524, over 7274.44 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3325, pruned_loss=0.09315, over 2474715.26 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07887, over 22032.10 utterances.], batch size: 75, lr: 4.85e-04
2022-08-24 02:01:00,249 INFO [train.py:927] (2/8) Epoch 7, batch 5600, giga_loss[loss=0.2517, simple_loss=0.3337, pruned_loss=0.08482, over 12413.00 frames. utt_duration=904.3 frames, utt_pad_proportion=0.03392, over 55.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3317, pruned_loss=0.09344, over 2474045.78 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08744, over 22666.62 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3026, pruned_loss=0.06516, over 2321429.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.05383, over 7238.27 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3349, pruned_loss=0.0963, over 2474555.38 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08775, over 24179.10 utterances.], batch size: 55, lr: 4.85e-04
2022-08-24 02:02:44,634 INFO [train.py:927] (2/8) Epoch 7, batch 5650, giga_loss[loss=0.2246, simple_loss=0.3184, pruned_loss=0.06539, over 12335.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02971, over 66.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.331, pruned_loss=0.09135, over 2474122.49 frames. utt_duration=456.6 frames, utt_pad_proportion=0.08247, over 21745.50 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3029, pruned_loss=0.0652, over 2324285.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.05326, over 7248.42 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3338, pruned_loss=0.09408, over 2474688.22 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08334, over 23204.54 utterances.], batch size: 66, lr: 4.85e-04
2022-08-24 02:04:29,150 INFO [train.py:927] (2/8) Epoch 7, batch 5700, giga_loss[loss=0.2568, simple_loss=0.334, pruned_loss=0.08984, over 12352.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03357, over 62.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3297, pruned_loss=0.08917, over 2474052.60 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07975, over 20778.25 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3025, pruned_loss=0.06521, over 2328620.29 frames. utt_duration=1278 frames, utt_pad_proportion=0.05629, over 7295.53 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.333, pruned_loss=0.09211, over 2475240.81 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08005, over 22344.41 utterances.], batch size: 62, lr: 4.85e-04
2022-08-24 02:06:14,796 INFO [train.py:927] (2/8) Epoch 7, batch 5750, giga_loss[loss=0.2414, simple_loss=0.3191, pruned_loss=0.0819, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03523, over 80.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3294, pruned_loss=0.08932, over 2474376.56 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07559, over 21045.29 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3029, pruned_loss=0.06531, over 2329370.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.05604, over 7297.06 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3319, pruned_loss=0.09165, over 2475284.53 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07616, over 22333.21 utterances.], batch size: 80, lr: 4.85e-04
2022-08-24 02:08:02,314 INFO [train.py:927] (2/8) Epoch 7, batch 5800, giga_loss[loss=0.2763, simple_loss=0.3349, pruned_loss=0.1088, over 12383.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05944, over 182.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08943, over 2474459.37 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07995, over 21529.01 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3031, pruned_loss=0.06558, over 2333894.63 frames. utt_duration=1281 frames, utt_pad_proportion=0.05564, over 7298.36 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3303, pruned_loss=0.09184, over 2475611.05 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08053, over 23014.39 utterances.], batch size: 182, lr: 4.85e-04
2022-08-24 02:09:48,652 INFO [train.py:927] (2/8) Epoch 7, batch 5850, giga_loss[loss=0.2286, simple_loss=0.3075, pruned_loss=0.07481, over 12414.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03581, over 105.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3257, pruned_loss=0.08874, over 2474096.48 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07834, over 20961.03 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3033, pruned_loss=0.06566, over 2336599.66 frames. utt_duration=1283 frames, utt_pad_proportion=0.0547, over 7293.40 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.328, pruned_loss=0.09101, over 2475075.95 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07931, over 22396.77 utterances.], batch size: 105, lr: 4.85e-04
2022-08-24 02:11:37,539 INFO [train.py:927] (2/8) Epoch 7, batch 5900, giga_loss[loss=0.2223, simple_loss=0.3104, pruned_loss=0.0671, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04027, over 133.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3234, pruned_loss=0.08686, over 2474606.46 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07644, over 20438.04 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3035, pruned_loss=0.06591, over 2341512.48 frames. utt_duration=1260 frames, utt_pad_proportion=0.06242, over 7442.77 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3257, pruned_loss=0.08915, over 2475237.26 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07525, over 21862.82 utterances.], batch size: 133, lr: 4.85e-04
2022-08-24 02:13:21,508 INFO [train.py:927] (2/8) Epoch 7, batch 5950, giga_loss[loss=0.2473, simple_loss=0.3257, pruned_loss=0.08446, over 12422.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04207, over 146.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3215, pruned_loss=0.08503, over 2474532.60 frames. utt_duration=476 frames, utt_pad_proportion=0.07561, over 20861.07 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3035, pruned_loss=0.06602, over 2345638.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.06099, over 7442.66 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3239, pruned_loss=0.08736, over 2475453.26 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07528, over 22413.12 utterances.], batch size: 146, lr: 4.85e-04
2022-08-24 02:15:11,041 INFO [train.py:927] (2/8) Epoch 7, batch 6000, giga_loss[loss=0.2779, simple_loss=0.3602, pruned_loss=0.09775, over 12408.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03457, over 75.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3195, pruned_loss=0.08433, over 2475365.54 frames. utt_duration=472 frames, utt_pad_proportion=0.07397, over 21043.72 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3029, pruned_loss=0.06589, over 2348913.82 frames. utt_duration=1256 frames, utt_pad_proportion=0.0645, over 7491.56 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3222, pruned_loss=0.08669, over 2476022.75 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07291, over 22526.80 utterances.], batch size: 75, lr: 4.85e-04
2022-08-24 02:15:11,042 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 02:15:24,868 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.195, simple_loss=0.308, pruned_loss=0.04098, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 02:17:06,794 INFO [train.py:927] (2/8) Epoch 7, batch 6050, libri_loss[loss=0.2112, simple_loss=0.2993, pruned_loss=0.06152, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01422, over 40.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3195, pruned_loss=0.08449, over 2474995.43 frames. utt_duration=470 frames, utt_pad_proportion=0.07759, over 21127.82 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3029, pruned_loss=0.06575, over 2352272.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.063, over 7476.20 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08703, over 2475871.84 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07716, over 22725.41 utterances.], batch size: 40, lr: 4.85e-04
2022-08-24 02:18:52,536 INFO [train.py:927] (2/8) Epoch 7, batch 6100, giga_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.07544, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3214, pruned_loss=0.08605, over 2475201.06 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07888, over 21495.66 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.303, pruned_loss=0.0659, over 2353739.10 frames. utt_duration=1249 frames, utt_pad_proportion=0.06711, over 7549.13 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.0882, over 2476218.25 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07726, over 22875.90 utterances.], batch size: 75, lr: 4.85e-04
2022-08-24 02:20:39,451 INFO [train.py:927] (2/8) Epoch 7, batch 6150, giga_loss[loss=0.2151, simple_loss=0.3045, pruned_loss=0.06289, over 12305.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.05233, over 26.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3222, pruned_loss=0.08682, over 2475074.48 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07655, over 21227.50 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3036, pruned_loss=0.06612, over 2357474.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.06547, over 7539.72 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.324, pruned_loss=0.08891, over 2475762.21 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07594, over 22721.30 utterances.], batch size: 26, lr: 4.85e-04
2022-08-24 02:22:29,865 INFO [train.py:927] (2/8) Epoch 7, batch 6200, giga_loss[loss=0.2324, simple_loss=0.3104, pruned_loss=0.07723, over 12390.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3222, pruned_loss=0.08604, over 2474203.33 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07522, over 20458.40 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3036, pruned_loss=0.06612, over 2358608.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.065, over 7532.37 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3238, pruned_loss=0.08787, over 2474762.14 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07497, over 21758.38 utterances.], batch size: 62, lr: 4.84e-04
2022-08-24 02:24:17,546 INFO [train.py:927] (2/8) Epoch 7, batch 6250, giga_loss[loss=0.2389, simple_loss=0.3082, pruned_loss=0.08485, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04879, over 26.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3226, pruned_loss=0.08705, over 2474135.93 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07917, over 20870.36 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3034, pruned_loss=0.06598, over 2361678.79 frames. utt_duration=1255 frames, utt_pad_proportion=0.06379, over 7538.14 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.08921, over 2474903.91 frames. utt_duration=446 frames, utt_pad_proportion=0.07932, over 22270.36 utterances.], batch size: 26, lr: 4.84e-04
2022-08-24 02:26:04,624 INFO [train.py:927] (2/8) Epoch 7, batch 6300, libri_loss[loss=0.2396, simple_loss=0.3305, pruned_loss=0.07437, over 12300.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01983, over 41.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.323, pruned_loss=0.08607, over 2474208.47 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07464, over 20572.53 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3034, pruned_loss=0.06605, over 2367368.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.06205, over 7540.76 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3256, pruned_loss=0.08883, over 2475185.40 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07581, over 22406.28 utterances.], batch size: 41, lr: 4.84e-04
2022-08-24 02:27:53,544 INFO [train.py:927] (2/8) Epoch 7, batch 6350, giga_loss[loss=0.2932, simple_loss=0.362, pruned_loss=0.1122, over 12449.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03471, over 98.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08637, over 2475015.51 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0748, over 20978.66 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3037, pruned_loss=0.0662, over 2370413.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.06146, over 7549.84 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3254, pruned_loss=0.089, over 2475901.49 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07601, over 22799.16 utterances.], batch size: 98, lr: 4.84e-04
2022-08-24 02:29:41,752 INFO [train.py:927] (2/8) Epoch 7, batch 6400, giga_loss[loss=0.2541, simple_loss=0.3235, pruned_loss=0.09238, over 12419.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07258, over 213.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3221, pruned_loss=0.0861, over 2475396.41 frames. utt_duration=478.1 frames, utt_pad_proportion=0.0756, over 20772.63 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.304, pruned_loss=0.06609, over 2372089.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.06068, over 7541.63 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.324, pruned_loss=0.08851, over 2475997.99 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07681, over 22389.47 utterances.], batch size: 213, lr: 4.84e-04
2022-08-24 02:31:27,469 INFO [train.py:927] (2/8) Epoch 7, batch 6450, giga_loss[loss=0.2535, simple_loss=0.3285, pruned_loss=0.08923, over 12328.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0339, over 97.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3224, pruned_loss=0.08659, over 2474634.35 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07487, over 20812.50 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3041, pruned_loss=0.066, over 2373104.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.06019, over 7533.23 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3239, pruned_loss=0.08874, over 2475113.14 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07605, over 22206.02 utterances.], batch size: 97, lr: 4.84e-04
2022-08-24 02:33:14,099 INFO [train.py:927] (2/8) Epoch 7, batch 6500, giga_loss[loss=0.2188, simple_loss=0.2978, pruned_loss=0.0699, over 12436.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0327, over 75.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08631, over 2474963.54 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06959, over 20361.31 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3042, pruned_loss=0.06609, over 2375467.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.0599, over 7554.48 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3234, pruned_loss=0.08828, over 2475037.72 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07102, over 21677.13 utterances.], batch size: 75, lr: 4.84e-04
2022-08-24 02:34:58,324 INFO [train.py:927] (2/8) Epoch 7, batch 6550, libri_loss[loss=0.239, simple_loss=0.3154, pruned_loss=0.08132, over 12362.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04055, over 46.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3231, pruned_loss=0.0871, over 2474834.28 frames. utt_duration=500 frames, utt_pad_proportion=0.06701, over 19857.14 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3044, pruned_loss=0.06628, over 2378348.39 frames. utt_duration=1258 frames, utt_pad_proportion=0.05893, over 7573.58 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3246, pruned_loss=0.08909, over 2474954.56 frames. utt_duration=467.5 frames, utt_pad_proportion=0.06874, over 21242.11 utterances.], batch size: 46, lr: 4.84e-04
2022-08-24 02:36:42,387 INFO [train.py:927] (2/8) Epoch 7, batch 6600, libri_loss[loss=0.2152, simple_loss=0.304, pruned_loss=0.06322, over 12460.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005184, over 35.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3225, pruned_loss=0.08715, over 2475236.56 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07184, over 19917.74 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3042, pruned_loss=0.06616, over 2380735.95 frames. utt_duration=1263 frames, utt_pad_proportion=0.05781, over 7546.60 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3243, pruned_loss=0.08932, over 2475320.57 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07339, over 21328.77 utterances.], batch size: 35, lr: 4.84e-04
2022-08-24 02:38:28,308 INFO [train.py:927] (2/8) Epoch 7, batch 6650, giga_loss[loss=0.2668, simple_loss=0.3343, pruned_loss=0.09965, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03111, over 42.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3225, pruned_loss=0.0877, over 2474987.81 frames. utt_duration=494 frames, utt_pad_proportion=0.07641, over 20101.62 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3038, pruned_loss=0.06608, over 2383566.16 frames. utt_duration=1270 frames, utt_pad_proportion=0.05647, over 7518.61 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3247, pruned_loss=0.09005, over 2475012.39 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07786, over 21579.11 utterances.], batch size: 42, lr: 4.84e-04
2022-08-24 02:40:13,610 INFO [train.py:927] (2/8) Epoch 7, batch 6700, giga_loss[loss=0.2649, simple_loss=0.3348, pruned_loss=0.09752, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04189, over 133.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3224, pruned_loss=0.08778, over 2474529.20 frames. utt_duration=486 frames, utt_pad_proportion=0.07918, over 20428.57 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3035, pruned_loss=0.06593, over 2387200.78 frames. utt_duration=1275 frames, utt_pad_proportion=0.05474, over 7496.43 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3251, pruned_loss=0.0906, over 2474503.40 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08093, over 22106.41 utterances.], batch size: 133, lr: 4.84e-04
2022-08-24 02:41:58,067 INFO [train.py:927] (2/8) Epoch 7, batch 6750, giga_loss[loss=0.2072, simple_loss=0.2899, pruned_loss=0.06218, over 12253.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03046, over 28.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3256, pruned_loss=0.09027, over 2474067.89 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07607, over 20541.35 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3038, pruned_loss=0.06608, over 2389600.08 frames. utt_duration=1271 frames, utt_pad_proportion=0.05453, over 7529.46 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3281, pruned_loss=0.09302, over 2474210.55 frames. utt_duration=447.1 frames, utt_pad_proportion=0.078, over 22208.33 utterances.], batch size: 28, lr: 4.84e-04
2022-08-24 02:43:43,897 INFO [train.py:927] (2/8) Epoch 7, batch 6800, giga_loss[loss=0.257, simple_loss=0.3424, pruned_loss=0.08577, over 12362.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02642, over 48.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3277, pruned_loss=0.09119, over 2474246.96 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07944, over 21066.26 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.304, pruned_loss=0.06599, over 2391003.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05413, over 7540.53 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3298, pruned_loss=0.0938, over 2474230.61 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08101, over 22557.46 utterances.], batch size: 48, lr: 4.84e-04
2022-08-24 02:45:29,142 INFO [train.py:927] (2/8) Epoch 7, batch 6850, giga_loss[loss=0.2447, simple_loss=0.3224, pruned_loss=0.08349, over 12453.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03755, over 123.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3265, pruned_loss=0.08979, over 2474130.94 frames. utt_duration=469 frames, utt_pad_proportion=0.08009, over 21166.73 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3042, pruned_loss=0.06584, over 2392064.69 frames. utt_duration=1266 frames, utt_pad_proportion=0.05436, over 7566.41 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3283, pruned_loss=0.09232, over 2474290.53 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08136, over 22508.20 utterances.], batch size: 123, lr: 4.84e-04
2022-08-24 02:47:13,093 INFO [train.py:927] (2/8) Epoch 7, batch 6900, giga_loss[loss=0.2762, simple_loss=0.3482, pruned_loss=0.1021, over 12388.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05179, over 161.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3257, pruned_loss=0.08936, over 2474538.65 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07599, over 20817.39 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.3042, pruned_loss=0.06584, over 2393834.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05357, over 7563.08 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3274, pruned_loss=0.09179, over 2474545.65 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07761, over 22128.94 utterances.], batch size: 161, lr: 4.83e-04
2022-08-24 02:49:02,562 INFO [train.py:927] (2/8) Epoch 7, batch 6950, giga_loss[loss=0.2197, simple_loss=0.2947, pruned_loss=0.07237, over 12386.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3266, pruned_loss=0.0903, over 2474731.35 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07448, over 20965.58 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3044, pruned_loss=0.06583, over 2394899.44 frames. utt_duration=1269 frames, utt_pad_proportion=0.05293, over 7560.66 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3282, pruned_loss=0.09255, over 2474853.88 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07616, over 22188.06 utterances.], batch size: 70, lr: 4.83e-04
2022-08-24 02:50:46,556 INFO [train.py:927] (2/8) Epoch 7, batch 7000, giga_loss[loss=0.2441, simple_loss=0.3104, pruned_loss=0.08888, over 12435.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0369, over 43.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3289, pruned_loss=0.09306, over 2474422.20 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08186, over 22221.35 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3046, pruned_loss=0.06579, over 2396319.33 frames. utt_duration=1267 frames, utt_pad_proportion=0.05308, over 7571.32 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3304, pruned_loss=0.09536, over 2474636.11 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08291, over 23438.98 utterances.], batch size: 43, lr: 4.83e-04
2022-08-24 02:52:33,038 INFO [train.py:927] (2/8) Epoch 7, batch 7050, giga_loss[loss=0.3479, simple_loss=0.3803, pruned_loss=0.1577, over 12353.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3293, pruned_loss=0.09283, over 2474108.57 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0792, over 21704.23 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3048, pruned_loss=0.06579, over 2397419.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05228, over 7554.08 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3308, pruned_loss=0.09513, over 2474684.39 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08055, over 22945.88 utterances.], batch size: 370, lr: 4.83e-04
2022-08-24 02:54:17,995 INFO [train.py:927] (2/8) Epoch 7, batch 7100, giga_loss[loss=0.2647, simple_loss=0.34, pruned_loss=0.09466, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3289, pruned_loss=0.09238, over 2474740.50 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07978, over 22266.19 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3046, pruned_loss=0.0657, over 2398682.45 frames. utt_duration=1273 frames, utt_pad_proportion=0.05152, over 7545.16 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3306, pruned_loss=0.09475, over 2475412.51 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08117, over 23513.93 utterances.], batch size: 146, lr: 4.83e-04
2022-08-24 02:56:03,223 INFO [train.py:927] (2/8) Epoch 7, batch 7150, libri_loss[loss=0.2026, simple_loss=0.2922, pruned_loss=0.05652, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005584, over 32.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3271, pruned_loss=0.09071, over 2474722.31 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07374, over 21788.39 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3046, pruned_loss=0.06579, over 2400344.05 frames. utt_duration=1275 frames, utt_pad_proportion=0.05063, over 7537.51 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3291, pruned_loss=0.09315, over 2475472.35 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07561, over 23141.16 utterances.], batch size: 32, lr: 4.83e-04
2022-08-24 02:57:49,939 INFO [train.py:927] (2/8) Epoch 7, batch 7200, giga_loss[loss=0.2401, simple_loss=0.3121, pruned_loss=0.08402, over 12390.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.0356, over 80.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3266, pruned_loss=0.09115, over 2474714.04 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07773, over 22749.83 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3044, pruned_loss=0.06577, over 2401903.19 frames. utt_duration=1279 frames, utt_pad_proportion=0.04988, over 7522.93 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3287, pruned_loss=0.09352, over 2475239.90 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07923, over 24076.64 utterances.], batch size: 80, lr: 4.83e-04
2022-08-24 02:59:34,319 INFO [train.py:927] (2/8) Epoch 7, batch 7250, giga_loss[loss=0.2637, simple_loss=0.321, pruned_loss=0.1032, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03454, over 105.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3234, pruned_loss=0.08957, over 2474335.58 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07298, over 21423.98 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3046, pruned_loss=0.06599, over 2404018.96 frames. utt_duration=1265 frames, utt_pad_proportion=0.05405, over 7610.62 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3254, pruned_loss=0.09194, over 2474772.76 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07355, over 22806.69 utterances.], batch size: 105, lr: 4.83e-04
2022-08-24 03:01:21,563 INFO [train.py:927] (2/8) Epoch 7, batch 7300, giga_loss[loss=0.2334, simple_loss=0.3201, pruned_loss=0.07333, over 12439.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0358, over 123.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.321, pruned_loss=0.08815, over 2474043.86 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07445, over 20697.12 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3049, pruned_loss=0.06604, over 2406059.21 frames. utt_duration=1256 frames, utt_pad_proportion=0.05712, over 7668.98 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.323, pruned_loss=0.09074, over 2474729.75 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07429, over 22183.63 utterances.], batch size: 123, lr: 4.83e-04
2022-08-24 03:03:07,344 INFO [train.py:927] (2/8) Epoch 7, batch 7350, libri_loss[loss=0.2273, simple_loss=0.3121, pruned_loss=0.07128, over 12472.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00619, over 37.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3216, pruned_loss=0.08713, over 2474076.19 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07545, over 21928.99 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.06601, over 2406736.70 frames. utt_duration=1259 frames, utt_pad_proportion=0.05645, over 7656.04 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3235, pruned_loss=0.0895, over 2474904.13 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07555, over 23309.57 utterances.], batch size: 37, lr: 4.83e-04
2022-08-24 03:04:51,526 INFO [train.py:927] (2/8) Epoch 7, batch 7400, giga_loss[loss=0.2131, simple_loss=0.295, pruned_loss=0.06554, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0394, over 37.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08372, over 2474733.83 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07214, over 22058.01 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3043, pruned_loss=0.06571, over 2409701.93 frames. utt_duration=1263 frames, utt_pad_proportion=0.05523, over 7643.25 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3216, pruned_loss=0.08673, over 2475422.82 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07302, over 23802.89 utterances.], batch size: 37, lr: 4.83e-04
2022-08-24 03:06:38,488 INFO [train.py:927] (2/8) Epoch 7, batch 7450, libri_loss[loss=0.1733, simple_loss=0.2509, pruned_loss=0.04786, over 12402.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008468, over 30.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3158, pruned_loss=0.08066, over 2475038.11 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07577, over 22874.55 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3037, pruned_loss=0.06556, over 2411368.20 frames. utt_duration=1267 frames, utt_pad_proportion=0.05418, over 7621.36 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3187, pruned_loss=0.08357, over 2475525.46 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07667, over 24632.25 utterances.], batch size: 30, lr: 4.83e-04
2022-08-24 03:08:24,429 INFO [train.py:927] (2/8) Epoch 7, batch 7500, giga_loss[loss=0.2265, simple_loss=0.3129, pruned_loss=0.06998, over 12393.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3155, pruned_loss=0.07828, over 2475928.36 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07141, over 22941.11 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3037, pruned_loss=0.06548, over 2412088.59 frames. utt_duration=1268 frames, utt_pad_proportion=0.05376, over 7619.14 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.318, pruned_loss=0.08076, over 2476243.91 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07255, over 24457.03 utterances.], batch size: 133, lr: 4.83e-04
2022-08-24 03:10:09,559 INFO [train.py:927] (2/8) Epoch 7, batch 7550, giga_loss[loss=0.2291, simple_loss=0.3215, pruned_loss=0.06838, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02767, over 48.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3143, pruned_loss=0.07669, over 2475841.02 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07256, over 23579.06 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3043, pruned_loss=0.0657, over 2413263.69 frames. utt_duration=1270 frames, utt_pad_proportion=0.05287, over 7611.80 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3159, pruned_loss=0.07869, over 2476145.22 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07373, over 25070.02 utterances.], batch size: 48, lr: 4.82e-04
2022-08-24 03:11:52,678 INFO [train.py:927] (2/8) Epoch 7, batch 7600, giga_loss[loss=0.2064, simple_loss=0.2952, pruned_loss=0.05884, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03452, over 51.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3134, pruned_loss=0.07569, over 2475934.05 frames. utt_duration=406.2 frames, utt_pad_proportion=0.07316, over 24469.10 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3048, pruned_loss=0.06567, over 2413784.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05231, over 7592.73 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3144, pruned_loss=0.07745, over 2476551.57 frames. utt_duration=384 frames, utt_pad_proportion=0.07426, over 25893.44 utterances.], batch size: 51, lr: 4.82e-04
2022-08-24 03:13:36,272 INFO [train.py:927] (2/8) Epoch 7, batch 7650, giga_loss[loss=0.2167, simple_loss=0.3058, pruned_loss=0.06382, over 12375.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04536, over 146.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3112, pruned_loss=0.07323, over 2476396.40 frames. utt_duration=411.6 frames, utt_pad_proportion=0.07043, over 24149.04 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3048, pruned_loss=0.06562, over 2414639.02 frames. utt_duration=1273 frames, utt_pad_proportion=0.05185, over 7593.78 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3121, pruned_loss=0.07478, over 2476963.23 frames. utt_duration=390 frames, utt_pad_proportion=0.07164, over 25497.29 utterances.], batch size: 146, lr: 4.82e-04
2022-08-24 03:15:17,496 INFO [train.py:927] (2/8) Epoch 7, batch 7700, giga_loss[loss=0.2234, simple_loss=0.3052, pruned_loss=0.07081, over 12389.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02939, over 97.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3071, pruned_loss=0.07012, over 2476510.66 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06844, over 23639.14 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3048, pruned_loss=0.06562, over 2415607.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05123, over 7592.88 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3078, pruned_loss=0.07142, over 2476925.89 frames. utt_duration=399 frames, utt_pad_proportion=0.06975, over 24921.18 utterances.], batch size: 97, lr: 4.82e-04
2022-08-24 03:17:00,940 INFO [train.py:927] (2/8) Epoch 7, batch 7750, libri_loss[loss=0.2268, simple_loss=0.3128, pruned_loss=0.07039, over 12382.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009192, over 38.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3049, pruned_loss=0.06894, over 2476371.18 frames. utt_duration=430.7 frames, utt_pad_proportion=0.06583, over 23078.57 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3052, pruned_loss=0.06584, over 2416468.20 frames. utt_duration=1271 frames, utt_pad_proportion=0.05112, over 7611.86 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3051, pruned_loss=0.06984, over 2477008.73 frames. utt_duration=408 frames, utt_pad_proportion=0.06714, over 24372.93 utterances.], batch size: 38, lr: 4.82e-04
2022-08-24 03:18:56,165 INFO [train.py:927] (2/8) Epoch 7, batch 7800, giga_loss[loss=0.2277, simple_loss=0.322, pruned_loss=0.06672, over 12411.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03133, over 80.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3068, pruned_loss=0.06933, over 2476338.38 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06602, over 23762.78 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3056, pruned_loss=0.06601, over 2417251.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.05447, over 7678.53 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3067, pruned_loss=0.06996, over 2477199.38 frames. utt_duration=397.7 frames, utt_pad_proportion=0.0663, over 25003.37 utterances.], batch size: 80, lr: 4.82e-04
2022-08-24 03:20:59,793 INFO [train.py:927] (2/8) Epoch 7, batch 7850, giga_loss[loss=0.2139, simple_loss=0.2924, pruned_loss=0.06775, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02861, over 85.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3065, pruned_loss=0.069, over 2475867.54 frames. utt_duration=430.6 frames, utt_pad_proportion=0.0651, over 23072.63 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3059, pruned_loss=0.06647, over 2418792.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.0592, over 7786.48 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3061, pruned_loss=0.06917, over 2477015.79 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06419, over 24481.88 utterances.], batch size: 85, lr: 4.82e-04
2022-08-24 03:23:07,317 INFO [train.py:927] (2/8) Epoch 7, batch 7900, giga_loss[loss=0.1905, simple_loss=0.284, pruned_loss=0.04851, over 12369.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3043, pruned_loss=0.06722, over 2476537.13 frames. utt_duration=411.8 frames, utt_pad_proportion=0.0678, over 24135.61 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3061, pruned_loss=0.06647, over 2419827.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.05852, over 7787.66 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3038, pruned_loss=0.06737, over 2477276.31 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06718, over 25466.04 utterances.], batch size: 70, lr: 4.82e-04
2022-08-24 03:25:17,514 INFO [train.py:927] (2/8) Epoch 7, batch 7950, giga_loss[loss=0.2443, simple_loss=0.3086, pruned_loss=0.08997, over 12379.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1027, over 257.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3018, pruned_loss=0.066, over 2476221.52 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06677, over 23418.76 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3054, pruned_loss=0.06612, over 2422210.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06005, over 7802.12 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.302, pruned_loss=0.06644, over 2477682.38 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06592, over 25377.22 utterances.], batch size: 257, lr: 4.82e-04
2022-08-24 03:27:13,464 INFO [train.py:927] (2/8) Epoch 7, batch 8000, giga_loss[loss=0.2064, simple_loss=0.2933, pruned_loss=0.0598, over 12456.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0292, over 80.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2992, pruned_loss=0.06482, over 2476231.57 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06806, over 23817.87 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3052, pruned_loss=0.06592, over 2423009.12 frames. utt_duration=1247 frames, utt_pad_proportion=0.05916, over 7784.18 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2994, pruned_loss=0.06533, over 2477612.90 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06762, over 25668.92 utterances.], batch size: 80, lr: 4.82e-04
2022-08-24 03:29:16,468 INFO [train.py:927] (2/8) Epoch 7, batch 8050, giga_loss[loss=0.2258, simple_loss=0.3119, pruned_loss=0.06989, over 12404.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3003, pruned_loss=0.06478, over 2476020.29 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06644, over 23784.83 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3051, pruned_loss=0.06589, over 2423924.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05804, over 7757.95 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3004, pruned_loss=0.06519, over 2477466.23 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06652, over 25632.87 utterances.], batch size: 212, lr: 4.82e-04
2022-08-24 03:31:29,498 INFO [train.py:927] (2/8) Epoch 7, batch 8100, giga_loss[loss=0.1956, simple_loss=0.2809, pruned_loss=0.05516, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02681, over 48.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2981, pruned_loss=0.06318, over 2476918.49 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0638, over 23294.52 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3049, pruned_loss=0.06566, over 2425122.34 frames. utt_duration=1258 frames, utt_pad_proportion=0.05701, over 7722.33 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2982, pruned_loss=0.06366, over 2478140.38 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06435, over 25134.65 utterances.], batch size: 48, lr: 4.82e-04
2022-08-24 03:33:29,280 INFO [train.py:927] (2/8) Epoch 7, batch 8150, giga_loss[loss=0.238, simple_loss=0.3399, pruned_loss=0.06804, over 12443.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03589, over 105.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3013, pruned_loss=0.06369, over 2477410.98 frames. utt_duration=413 frames, utt_pad_proportion=0.0631, over 24063.88 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3051, pruned_loss=0.06545, over 2425937.35 frames. utt_duration=1255 frames, utt_pad_proportion=0.05706, over 7739.52 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3011, pruned_loss=0.06423, over 2478598.55 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06362, over 25807.52 utterances.], batch size: 105, lr: 4.82e-04
2022-08-24 03:35:32,943 INFO [train.py:927] (2/8) Epoch 7, batch 8200, giga_loss[loss=0.2119, simple_loss=0.3022, pruned_loss=0.06076, over 12416.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05823, over 182.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.3019, pruned_loss=0.06276, over 2477400.56 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06471, over 24432.72 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3046, pruned_loss=0.06519, over 2427432.30 frames. utt_duration=1260 frames, utt_pad_proportion=0.05567, over 7714.08 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3022, pruned_loss=0.06335, over 2478609.98 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06546, over 26392.93 utterances.], batch size: 182, lr: 4.82e-04
2022-08-24 03:37:41,391 INFO [train.py:927] (2/8) Epoch 7, batch 8250, giga_loss[loss=0.2066, simple_loss=0.2926, pruned_loss=0.06033, over 12456.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02494, over 80.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.3022, pruned_loss=0.06237, over 2477362.16 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06108, over 23205.04 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3044, pruned_loss=0.06511, over 2428649.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05448, over 7701.84 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3025, pruned_loss=0.06284, over 2478563.43 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06236, over 25217.88 utterances.], batch size: 80, lr: 4.81e-04
2022-08-24 03:40:08,550 INFO [train.py:927] (2/8) Epoch 7, batch 8300, giga_loss[loss=0.2162, simple_loss=0.3043, pruned_loss=0.06407, over 12423.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03579, over 105.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3021, pruned_loss=0.06295, over 2477630.47 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06132, over 23658.09 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3043, pruned_loss=0.06499, over 2429470.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.0536, over 7691.82 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3024, pruned_loss=0.06338, over 2478706.61 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06256, over 25520.67 utterances.], batch size: 105, lr: 4.81e-04
2022-08-24 03:42:16,983 INFO [train.py:927] (2/8) Epoch 7, batch 8350, giga_loss[loss=0.2041, simple_loss=0.2879, pruned_loss=0.06015, over 12290.00 frames. utt_duration=911.5 frames, utt_pad_proportion=0.02621, over 54.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2996, pruned_loss=0.06212, over 2477478.66 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06144, over 23305.28 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3041, pruned_loss=0.06493, over 2430738.63 frames. utt_duration=1256 frames, utt_pad_proportion=0.0572, over 7752.08 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2999, pruned_loss=0.06247, over 2478484.13 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06154, over 25152.08 utterances.], batch size: 54, lr: 4.81e-04
2022-08-24 03:44:28,168 INFO [train.py:927] (2/8) Epoch 7, batch 8400, libri_loss[loss=0.1978, simple_loss=0.279, pruned_loss=0.0583, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005907, over 31.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2973, pruned_loss=0.06106, over 2477427.22 frames. utt_duration=435.2 frames, utt_pad_proportion=0.06144, over 22833.01 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3043, pruned_loss=0.06475, over 2431219.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05637, over 7732.11 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2973, pruned_loss=0.06144, over 2478665.88 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06178, over 24609.46 utterances.], batch size: 31, lr: 4.81e-04
2022-08-24 03:46:34,046 INFO [train.py:927] (2/8) Epoch 7, batch 8450, giga_loss[loss=0.1905, simple_loss=0.2693, pruned_loss=0.05585, over 12426.00 frames. utt_duration=508.1 frames, utt_pad_proportion=0.03763, over 98.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2994, pruned_loss=0.06175, over 2477228.93 frames. utt_duration=440.9 frames, utt_pad_proportion=0.06094, over 22534.64 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3049, pruned_loss=0.06488, over 2432225.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.05942, over 7801.73 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2988, pruned_loss=0.06188, over 2478128.49 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06049, over 24148.28 utterances.], batch size: 98, lr: 4.81e-04
2022-08-24 03:48:31,677 INFO [train.py:927] (2/8) Epoch 7, batch 8500, giga_loss[loss=0.2094, simple_loss=0.2977, pruned_loss=0.06055, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02853, over 54.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2986, pruned_loss=0.06257, over 2476833.71 frames. utt_duration=442.8 frames, utt_pad_proportion=0.06073, over 22433.82 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3045, pruned_loss=0.06478, over 2433051.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.05807, over 7774.90 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2983, pruned_loss=0.0627, over 2477993.49 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06077, over 24142.26 utterances.], batch size: 54, lr: 4.81e-04
2022-08-24 03:50:45,865 INFO [train.py:927] (2/8) Epoch 7, batch 8550, giga_loss[loss=0.2306, simple_loss=0.3237, pruned_loss=0.0688, over 12309.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.06278, over 2476909.70 frames. utt_duration=450.6 frames, utt_pad_proportion=0.05745, over 22047.80 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3043, pruned_loss=0.06467, over 2433470.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.05765, over 7760.20 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2996, pruned_loss=0.06296, over 2477842.80 frames. utt_duration=422.4 frames, utt_pad_proportion=0.05781, over 23532.92 utterances.], batch size: 45, lr: 4.81e-04
2022-08-24 03:53:04,834 INFO [train.py:927] (2/8) Epoch 7, batch 8600, giga_loss[loss=0.1776, simple_loss=0.2682, pruned_loss=0.0435, over 12339.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03527, over 62.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2987, pruned_loss=0.0627, over 2476671.16 frames. utt_duration=438.1 frames, utt_pad_proportion=0.06115, over 22673.02 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3035, pruned_loss=0.06436, over 2434545.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05613, over 7721.27 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2991, pruned_loss=0.06307, over 2478000.10 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06169, over 24436.98 utterances.], batch size: 62, lr: 4.81e-04
2022-08-24 03:55:10,584 INFO [train.py:927] (2/8) Epoch 7, batch 8650, giga_loss[loss=0.1963, simple_loss=0.2827, pruned_loss=0.05492, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2941, pruned_loss=0.06138, over 2476565.11 frames. utt_duration=437.4 frames, utt_pad_proportion=0.05986, over 22710.04 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.303, pruned_loss=0.06432, over 2435061.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05504, over 7678.33 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.06166, over 2478254.62 frames. utt_duration=405 frames, utt_pad_proportion=0.0607, over 24549.16 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 03:56:59,669 INFO [train.py:927] (2/8) Epoch 7, batch 8700, giga_loss[loss=0.2185, simple_loss=0.2936, pruned_loss=0.07173, over 12417.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07302, over 212.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2949, pruned_loss=0.06231, over 2476894.00 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06058, over 22805.24 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.303, pruned_loss=0.06444, over 2436397.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.05793, over 7714.44 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2951, pruned_loss=0.06235, over 2478527.98 frames. utt_duration=401 frames, utt_pad_proportion=0.06037, over 24795.99 utterances.], batch size: 212, lr: 4.81e-04
2022-08-24 03:59:00,386 INFO [train.py:927] (2/8) Epoch 7, batch 8750, giga_loss[loss=0.2042, simple_loss=0.2941, pruned_loss=0.05715, over 12380.00 frames. utt_duration=472.9 frames, utt_pad_proportion=0.04272, over 105.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2933, pruned_loss=0.06104, over 2477664.39 frames. utt_duration=435.3 frames, utt_pad_proportion=0.05771, over 22831.14 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.303, pruned_loss=0.06446, over 2437424.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05707, over 7703.13 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2934, pruned_loss=0.06103, over 2478773.77 frames. utt_duration=402.9 frames, utt_pad_proportion=0.05798, over 24682.17 utterances.], batch size: 105, lr: 4.81e-04
2022-08-24 04:01:14,559 INFO [train.py:927] (2/8) Epoch 7, batch 8800, giga_loss[loss=0.1512, simple_loss=0.2442, pruned_loss=0.02912, over 12346.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.02943, over 70.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06021, over 2477193.62 frames. utt_duration=441.3 frames, utt_pad_proportion=0.05982, over 22513.68 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3021, pruned_loss=0.06414, over 2438484.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.05568, over 7670.79 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2918, pruned_loss=0.06034, over 2478558.10 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06026, over 24583.68 utterances.], batch size: 70, lr: 4.81e-04
2022-08-24 04:03:24,336 INFO [train.py:927] (2/8) Epoch 7, batch 8850, giga_loss[loss=0.2246, simple_loss=0.3025, pruned_loss=0.07334, over 12446.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03417, over 105.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2919, pruned_loss=0.0606, over 2477858.70 frames. utt_duration=436.8 frames, utt_pad_proportion=0.06277, over 22750.43 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3022, pruned_loss=0.06406, over 2439119.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05484, over 7649.52 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2921, pruned_loss=0.06071, over 2479059.54 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06319, over 24690.69 utterances.], batch size: 105, lr: 4.81e-04
2022-08-24 04:05:26,468 INFO [train.py:927] (2/8) Epoch 7, batch 8900, giga_loss[loss=0.1945, simple_loss=0.2787, pruned_loss=0.05518, over 12395.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07532, over 212.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2925, pruned_loss=0.06129, over 2478215.97 frames. utt_duration=432.8 frames, utt_pad_proportion=0.06172, over 22969.48 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3021, pruned_loss=0.06398, over 2440376.89 frames. utt_duration=1279 frames, utt_pad_proportion=0.05393, over 7641.19 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2924, pruned_loss=0.06138, over 2479094.08 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06244, over 24944.12 utterances.], batch size: 212, lr: 4.81e-04
2022-08-24 04:07:24,425 INFO [train.py:927] (2/8) Epoch 7, batch 8950, giga_loss[loss=0.2069, simple_loss=0.3079, pruned_loss=0.05298, over 12475.00 frames. utt_duration=793.2 frames, utt_pad_proportion=0.03968, over 63.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2937, pruned_loss=0.06067, over 2478516.85 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06446, over 23651.66 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.302, pruned_loss=0.06381, over 2440890.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.05306, over 7627.47 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2935, pruned_loss=0.06083, over 2479411.48 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0651, over 25499.81 utterances.], batch size: 63, lr: 4.80e-04
2022-08-24 04:09:25,087 INFO [train.py:927] (2/8) Epoch 7, batch 9000, giga_loss[loss=0.2273, simple_loss=0.3122, pruned_loss=0.07117, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03124, over 86.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2956, pruned_loss=0.06133, over 2478198.30 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06456, over 23553.72 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3016, pruned_loss=0.06369, over 2441797.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.0517, over 7597.00 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2957, pruned_loss=0.06148, over 2479265.24 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06556, over 25597.05 utterances.], batch size: 86, lr: 4.80e-04
2022-08-24 04:09:25,088 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 04:09:39,709 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.1833, simple_loss=0.292, pruned_loss=0.03731, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 04:11:42,175 INFO [train.py:927] (2/8) Epoch 7, batch 9050, giga_loss[loss=0.197, simple_loss=0.2793, pruned_loss=0.05731, over 12372.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02946, over 85.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2949, pruned_loss=0.06133, over 2477593.87 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06494, over 24158.15 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06336, over 2441932.05 frames. utt_duration=1292 frames, utt_pad_proportion=0.05098, over 7567.30 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2954, pruned_loss=0.0617, over 2478961.21 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06593, over 26089.06 utterances.], batch size: 85, lr: 4.80e-04
2022-08-24 04:13:45,544 INFO [train.py:927] (2/8) Epoch 7, batch 9100, giga_loss[loss=0.1826, simple_loss=0.2628, pruned_loss=0.05123, over 12326.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03496, over 62.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2936, pruned_loss=0.06059, over 2477711.09 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06394, over 23927.67 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3008, pruned_loss=0.06322, over 2443275.19 frames. utt_duration=1295 frames, utt_pad_proportion=0.04924, over 7554.99 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2938, pruned_loss=0.06093, over 2479051.39 frames. utt_duration=379.9 frames, utt_pad_proportion=0.0654, over 26187.45 utterances.], batch size: 62, lr: 4.80e-04
2022-08-24 04:15:50,691 INFO [train.py:927] (2/8) Epoch 7, batch 9150, giga_loss[loss=0.229, simple_loss=0.3091, pruned_loss=0.0744, over 12407.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.0402, over 133.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.292, pruned_loss=0.06021, over 2476424.00 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06538, over 23623.89 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2998, pruned_loss=0.06284, over 2443337.43 frames. utt_duration=1302 frames, utt_pad_proportion=0.04835, over 7513.78 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2929, pruned_loss=0.06076, over 2478372.00 frames. utt_duration=383.7 frames, utt_pad_proportion=0.0668, over 25917.19 utterances.], batch size: 133, lr: 4.80e-04
2022-08-24 04:17:55,468 INFO [train.py:927] (2/8) Epoch 7, batch 9200, giga_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.0576, over 12420.00 frames. utt_duration=275.7 frames, utt_pad_proportion=0.05244, over 181.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2939, pruned_loss=0.06141, over 2476705.61 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0677, over 24539.91 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.06276, over 2443863.80 frames. utt_duration=1305 frames, utt_pad_proportion=0.04774, over 7500.51 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2946, pruned_loss=0.06189, over 2478389.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06887, over 26675.50 utterances.], batch size: 181, lr: 4.80e-04
2022-08-24 04:19:48,126 INFO [train.py:927] (2/8) Epoch 7, batch 9250, giga_loss[loss=0.2115, simple_loss=0.3038, pruned_loss=0.05961, over 12417.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05772, over 182.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2963, pruned_loss=0.06231, over 2476759.64 frames. utt_duration=397 frames, utt_pad_proportion=0.06967, over 25034.99 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2995, pruned_loss=0.06271, over 2444535.77 frames. utt_duration=1303 frames, utt_pad_proportion=0.0475, over 7515.62 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2969, pruned_loss=0.06272, over 2478536.41 frames. utt_duration=364.5 frames, utt_pad_proportion=0.07068, over 27287.05 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:22:07,146 INFO [train.py:927] (2/8) Epoch 7, batch 9300, giga_loss[loss=0.2223, simple_loss=0.3152, pruned_loss=0.06474, over 12368.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04338, over 133.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2979, pruned_loss=0.06254, over 2477210.61 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06551, over 24623.39 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2996, pruned_loss=0.06262, over 2444772.27 frames. utt_duration=1304 frames, utt_pad_proportion=0.04712, over 7509.48 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06294, over 2478691.46 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06675, over 26548.86 utterances.], batch size: 133, lr: 4.80e-04
2022-08-24 04:24:09,630 INFO [train.py:927] (2/8) Epoch 7, batch 9350, giga_loss[loss=0.1883, simple_loss=0.2676, pruned_loss=0.05447, over 12360.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1689, over 353.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2969, pruned_loss=0.06214, over 2477220.62 frames. utt_duration=400.8 frames, utt_pad_proportion=0.0702, over 24797.75 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3003, pruned_loss=0.06275, over 2445578.83 frames. utt_duration=1304 frames, utt_pad_proportion=0.04638, over 7511.47 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2965, pruned_loss=0.06234, over 2478708.59 frames. utt_duration=370 frames, utt_pad_proportion=0.07121, over 26881.36 utterances.], batch size: 353, lr: 4.80e-04
2022-08-24 04:26:15,420 INFO [train.py:927] (2/8) Epoch 7, batch 9400, giga_loss[loss=0.1953, simple_loss=0.2775, pruned_loss=0.05656, over 12460.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02918, over 80.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06305, over 2477636.40 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06811, over 25283.97 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06266, over 2445927.42 frames. utt_duration=1307 frames, utt_pad_proportion=0.04588, over 7495.85 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06329, over 2478927.29 frames. utt_duration=366.1 frames, utt_pad_proportion=0.06925, over 27176.40 utterances.], batch size: 80, lr: 4.80e-04
2022-08-24 04:28:17,137 INFO [train.py:927] (2/8) Epoch 7, batch 9450, libri_loss[loss=0.1893, simple_loss=0.2797, pruned_loss=0.04949, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006904, over 33.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2964, pruned_loss=0.06277, over 2477552.85 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06568, over 25093.02 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.06254, over 2445869.17 frames. utt_duration=1309 frames, utt_pad_proportion=0.04557, over 7482.93 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2965, pruned_loss=0.06308, over 2478933.88 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06686, over 26766.21 utterances.], batch size: 33, lr: 4.80e-04
2022-08-24 04:30:20,744 INFO [train.py:927] (2/8) Epoch 7, batch 9500, giga_loss[loss=0.2107, simple_loss=0.31, pruned_loss=0.05572, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05158, over 161.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.297, pruned_loss=0.06161, over 2477623.76 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06246, over 24263.09 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3, pruned_loss=0.06266, over 2446121.36 frames. utt_duration=1307 frames, utt_pad_proportion=0.04553, over 7494.04 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2968, pruned_loss=0.06173, over 2478762.77 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06366, over 25723.84 utterances.], batch size: 161, lr: 4.80e-04
2022-08-24 04:32:25,586 INFO [train.py:927] (2/8) Epoch 7, batch 9550, libri_loss[loss=0.2307, simple_loss=0.3185, pruned_loss=0.07148, over 12328.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01624, over 41.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2972, pruned_loss=0.06095, over 2477247.24 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06457, over 24203.04 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2996, pruned_loss=0.06248, over 2446481.92 frames. utt_duration=1312 frames, utt_pad_proportion=0.04476, over 7470.01 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2974, pruned_loss=0.06116, over 2478520.93 frames. utt_duration=386 frames, utt_pad_proportion=0.06574, over 25761.66 utterances.], batch size: 41, lr: 4.80e-04
2022-08-24 04:34:25,105 INFO [train.py:927] (2/8) Epoch 7, batch 9600, giga_loss[loss=0.2161, simple_loss=0.3132, pruned_loss=0.05952, over 12422.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2969, pruned_loss=0.06052, over 2476706.05 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06514, over 24072.62 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2998, pruned_loss=0.06254, over 2446754.55 frames. utt_duration=1315 frames, utt_pad_proportion=0.04335, over 7450.51 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2967, pruned_loss=0.06058, over 2478617.57 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06667, over 25980.90 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:36:42,125 INFO [train.py:927] (2/8) Epoch 7, batch 9650, giga_loss[loss=0.192, simple_loss=0.2871, pruned_loss=0.0485, over 12409.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2976, pruned_loss=0.06027, over 2477565.20 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06185, over 24389.89 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06259, over 2447647.58 frames. utt_duration=1315 frames, utt_pad_proportion=0.04261, over 7454.23 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2972, pruned_loss=0.06023, over 2478964.96 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06358, over 26256.65 utterances.], batch size: 182, lr: 4.79e-04
2022-08-24 04:39:07,850 INFO [train.py:927] (2/8) Epoch 7, batch 9700, giga_loss[loss=0.1984, simple_loss=0.2992, pruned_loss=0.04877, over 12394.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04428, over 146.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.3012, pruned_loss=0.06131, over 2477784.17 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06229, over 24538.00 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3006, pruned_loss=0.06251, over 2447831.51 frames. utt_duration=1318 frames, utt_pad_proportion=0.04215, over 7438.47 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.3003, pruned_loss=0.06133, over 2479122.58 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06382, over 26259.23 utterances.], batch size: 146, lr: 4.79e-04
2022-08-24 04:41:28,915 INFO [train.py:927] (2/8) Epoch 7, batch 9750, giga_loss[loss=0.2098, simple_loss=0.2932, pruned_loss=0.06316, over 12378.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2986, pruned_loss=0.06039, over 2477417.23 frames. utt_duration=430.1 frames, utt_pad_proportion=0.05858, over 23101.87 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3005, pruned_loss=0.06244, over 2448210.24 frames. utt_duration=1314 frames, utt_pad_proportion=0.04243, over 7460.67 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2981, pruned_loss=0.06045, over 2478528.55 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06012, over 24657.19 utterances.], batch size: 113, lr: 4.79e-04
2022-08-24 04:43:34,870 INFO [train.py:927] (2/8) Epoch 7, batch 9800, giga_loss[loss=0.1813, simple_loss=0.2771, pruned_loss=0.04281, over 12380.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05262, over 181.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2968, pruned_loss=0.05909, over 2477332.59 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06189, over 23301.69 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3005, pruned_loss=0.0626, over 2448389.68 frames. utt_duration=1317 frames, utt_pad_proportion=0.04178, over 7445.58 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2962, pruned_loss=0.05893, over 2478577.38 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06319, over 24838.77 utterances.], batch size: 181, lr: 4.79e-04
2022-08-24 04:45:35,631 INFO [train.py:927] (2/8) Epoch 7, batch 9850, giga_loss[loss=0.2003, simple_loss=0.2914, pruned_loss=0.05461, over 12365.00 frames. utt_duration=141.8 frames, utt_pad_proportion=0.1661, over 352.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2975, pruned_loss=0.05951, over 2478283.24 frames. utt_duration=424.9 frames, utt_pad_proportion=0.06148, over 23392.93 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3001, pruned_loss=0.06253, over 2449206.67 frames. utt_duration=1321 frames, utt_pad_proportion=0.041, over 7425.60 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2974, pruned_loss=0.05939, over 2479184.65 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06284, over 25000.63 utterances.], batch size: 352, lr: 4.79e-04
2022-08-24 04:47:35,199 INFO [train.py:927] (2/8) Epoch 7, batch 9900, libri_loss[loss=0.2335, simple_loss=0.3258, pruned_loss=0.07064, over 12435.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03309, over 46.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2974, pruned_loss=0.05978, over 2478772.95 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06585, over 24461.00 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.06259, over 2449693.26 frames. utt_duration=1318 frames, utt_pad_proportion=0.04078, over 7444.13 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.297, pruned_loss=0.05958, over 2479438.28 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06684, over 25959.44 utterances.], batch size: 46, lr: 4.79e-04
2022-08-24 04:49:33,446 INFO [train.py:927] (2/8) Epoch 7, batch 9950, giga_loss[loss=0.2393, simple_loss=0.3074, pruned_loss=0.08553, over 12383.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1722, over 355.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2969, pruned_loss=0.06033, over 2478834.06 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06794, over 24900.89 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3004, pruned_loss=0.06259, over 2449905.20 frames. utt_duration=1306 frames, utt_pad_proportion=0.04512, over 7513.73 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2966, pruned_loss=0.06015, over 2479421.71 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06768, over 26163.77 utterances.], batch size: 355, lr: 4.79e-04
2022-08-24 04:51:15,173 INFO [train.py:927] (2/8) Epoch 7, batch 10000, giga_loss[loss=0.23, simple_loss=0.3227, pruned_loss=0.06866, over 12320.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03143, over 28.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3042, pruned_loss=0.06443, over 2478118.17 frames. utt_duration=427 frames, utt_pad_proportion=0.06608, over 23278.70 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3008, pruned_loss=0.06282, over 2450681.97 frames. utt_duration=1300 frames, utt_pad_proportion=0.04519, over 7552.03 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3036, pruned_loss=0.06407, over 2478659.06 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06615, over 24707.81 utterances.], batch size: 28, lr: 4.79e-04
2022-08-24 04:53:00,203 INFO [train.py:927] (2/8) Epoch 7, batch 10050, giga_loss[loss=0.1736, simple_loss=0.2573, pruned_loss=0.04491, over 12322.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02904, over 48.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3043, pruned_loss=0.06506, over 2477079.61 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06139, over 21352.01 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3012, pruned_loss=0.06293, over 2450910.01 frames. utt_duration=1300 frames, utt_pad_proportion=0.04483, over 7552.52 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3035, pruned_loss=0.06469, over 2477541.38 frames. utt_duration=439.5 frames, utt_pad_proportion=0.06186, over 22613.23 utterances.], batch size: 48, lr: 4.79e-04
2022-08-24 04:54:43,522 INFO [train.py:927] (2/8) Epoch 7, batch 10100, giga_loss[loss=0.1935, simple_loss=0.2741, pruned_loss=0.05642, over 12402.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05022, over 161.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3017, pruned_loss=0.06455, over 2476732.20 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06428, over 20918.64 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3045, pruned_loss=0.06376, over 2451400.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.04933, over 7642.47 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2982, pruned_loss=0.06356, over 2477122.88 frames. utt_duration=450 frames, utt_pad_proportion=0.06334, over 22080.99 utterances.], batch size: 161, lr: 4.79e-04
2022-08-24 04:56:25,684 INFO [train.py:927] (2/8) Epoch 7, batch 10150, giga_loss[loss=0.1766, simple_loss=0.2659, pruned_loss=0.04366, over 12362.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02916, over 70.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2943, pruned_loss=0.06239, over 2475126.62 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0648, over 20361.00 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3046, pruned_loss=0.06373, over 2452081.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.0482, over 7634.82 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2912, pruned_loss=0.06163, over 2475715.31 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06453, over 21769.54 utterances.], batch size: 70, lr: 4.79e-04
2022-08-24 04:58:12,062 INFO [train.py:927] (2/8) Epoch 7, batch 10200, giga_loss[loss=0.1863, simple_loss=0.2579, pruned_loss=0.05732, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03134, over 42.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2876, pruned_loss=0.06049, over 2473906.99 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06658, over 20316.97 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3047, pruned_loss=0.06372, over 2452210.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.04752, over 7627.13 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2848, pruned_loss=0.05986, over 2474673.94 frames. utt_duration=458.1 frames, utt_pad_proportion=0.06658, over 21671.40 utterances.], batch size: 42, lr: 4.79e-04
2022-08-24 04:59:54,361 INFO [train.py:927] (2/8) Epoch 7, batch 10250, giga_loss[loss=0.182, simple_loss=0.2669, pruned_loss=0.04853, over 12426.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03869, over 123.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2814, pruned_loss=0.05758, over 2473828.35 frames. utt_duration=519.9 frames, utt_pad_proportion=0.0619, over 19085.03 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3042, pruned_loss=0.06353, over 2452284.73 frames. utt_duration=1292 frames, utt_pad_proportion=0.04683, over 7602.78 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2792, pruned_loss=0.05715, over 2474756.90 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06251, over 20397.60 utterances.], batch size: 123, lr: 4.79e-04
2022-08-24 05:01:37,401 INFO [train.py:927] (2/8) Epoch 7, batch 10300, giga_loss[loss=0.1727, simple_loss=0.256, pruned_loss=0.04466, over 12438.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03628, over 105.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2756, pruned_loss=0.05545, over 2473495.28 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06236, over 18943.20 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3034, pruned_loss=0.06332, over 2452244.78 frames. utt_duration=1297 frames, utt_pad_proportion=0.04621, over 7570.99 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2742, pruned_loss=0.05518, over 2474673.21 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06313, over 20226.25 utterances.], batch size: 105, lr: 4.79e-04
2022-08-24 05:03:21,231 INFO [train.py:927] (2/8) Epoch 7, batch 10350, giga_loss[loss=0.1716, simple_loss=0.2606, pruned_loss=0.04129, over 12315.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02888, over 74.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2712, pruned_loss=0.05364, over 2473585.97 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05779, over 17781.55 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3033, pruned_loss=0.06334, over 2452471.69 frames. utt_duration=1300 frames, utt_pad_proportion=0.04518, over 7556.00 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2693, pruned_loss=0.05316, over 2474907.87 frames. utt_duration=519.2 frames, utt_pad_proportion=0.05923, over 19119.07 utterances.], batch size: 74, lr: 4.78e-04
2022-08-24 05:05:04,619 INFO [train.py:927] (2/8) Epoch 7, batch 10400, libri_loss[loss=0.2503, simple_loss=0.3474, pruned_loss=0.07666, over 12148.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005763, over 35.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2677, pruned_loss=0.05248, over 2473715.40 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0543, over 17304.39 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3036, pruned_loss=0.06358, over 2452798.25 frames. utt_duration=1304 frames, utt_pad_proportion=0.04421, over 7534.70 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.265, pruned_loss=0.05156, over 2475082.54 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05618, over 18674.68 utterances.], batch size: 35, lr: 4.78e-04
2022-08-24 05:06:44,449 INFO [train.py:927] (2/8) Epoch 7, batch 10450, giga_loss[loss=0.2353, simple_loss=0.3175, pruned_loss=0.07653, over 12385.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03018, over 58.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2683, pruned_loss=0.05323, over 2472871.36 frames. utt_duration=565 frames, utt_pad_proportion=0.05823, over 17553.34 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3025, pruned_loss=0.06315, over 2453234.58 frames. utt_duration=1312 frames, utt_pad_proportion=0.04319, over 7485.68 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2659, pruned_loss=0.05252, over 2474203.05 frames. utt_duration=521.9 frames, utt_pad_proportion=0.05989, over 19014.48 utterances.], batch size: 58, lr: 4.78e-04
2022-08-24 05:08:25,639 INFO [train.py:927] (2/8) Epoch 7, batch 10500, giga_loss[loss=0.2152, simple_loss=0.3046, pruned_loss=0.06287, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03503, over 36.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2798, pruned_loss=0.05922, over 2472430.09 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06086, over 17654.88 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3019, pruned_loss=0.06295, over 2453354.95 frames. utt_duration=1316 frames, utt_pad_proportion=0.04233, over 7466.49 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2776, pruned_loss=0.05865, over 2473920.01 frames. utt_duration=518.9 frames, utt_pad_proportion=0.0625, over 19124.50 utterances.], batch size: 36, lr: 4.78e-04
2022-08-24 05:10:09,036 INFO [train.py:927] (2/8) Epoch 7, batch 10550, giga_loss[loss=0.2463, simple_loss=0.3289, pruned_loss=0.08184, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2865, pruned_loss=0.06161, over 2472197.35 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05755, over 17030.59 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3011, pruned_loss=0.06257, over 2454220.50 frames. utt_duration=1320 frames, utt_pad_proportion=0.04142, over 7443.63 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2849, pruned_loss=0.06143, over 2473211.82 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05969, over 18552.38 utterances.], batch size: 85, lr: 4.78e-04
2022-08-24 05:11:51,724 INFO [train.py:927] (2/8) Epoch 7, batch 10600, giga_loss[loss=0.2219, simple_loss=0.3051, pruned_loss=0.06932, over 12442.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03783, over 105.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2905, pruned_loss=0.06269, over 2473000.56 frames. utt_duration=573.8 frames, utt_pad_proportion=0.0579, over 17284.49 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3011, pruned_loss=0.06264, over 2455195.08 frames. utt_duration=1321 frames, utt_pad_proportion=0.04054, over 7444.06 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2889, pruned_loss=0.06246, over 2473513.12 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06004, over 18798.03 utterances.], batch size: 105, lr: 4.78e-04
2022-08-24 05:13:35,483 INFO [train.py:927] (2/8) Epoch 7, batch 10650, giga_loss[loss=0.2113, simple_loss=0.294, pruned_loss=0.06428, over 12361.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04286, over 37.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2948, pruned_loss=0.06511, over 2472744.90 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05601, over 17243.23 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3013, pruned_loss=0.06265, over 2455238.00 frames. utt_duration=1321 frames, utt_pad_proportion=0.04021, over 7441.62 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2932, pruned_loss=0.06493, over 2473266.23 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05802, over 18523.54 utterances.], batch size: 37, lr: 4.78e-04
2022-08-24 05:15:20,315 INFO [train.py:927] (2/8) Epoch 7, batch 10700, giga_loss[loss=0.2412, simple_loss=0.3149, pruned_loss=0.08379, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03696, over 40.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3011, pruned_loss=0.06756, over 2472396.44 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05671, over 17052.73 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3026, pruned_loss=0.06284, over 2455541.38 frames. utt_duration=1319 frames, utt_pad_proportion=0.04064, over 7456.81 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2987, pruned_loss=0.06729, over 2472828.32 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05824, over 18224.22 utterances.], batch size: 40, lr: 4.78e-04
2022-08-24 05:17:01,104 INFO [train.py:927] (2/8) Epoch 7, batch 10750, libri_loss[loss=0.2169, simple_loss=0.305, pruned_loss=0.06447, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009434, over 39.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3051, pruned_loss=0.06905, over 2472969.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05555, over 17319.04 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3025, pruned_loss=0.06281, over 2456000.93 frames. utt_duration=1319 frames, utt_pad_proportion=0.04035, over 7459.00 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3031, pruned_loss=0.06893, over 2473128.45 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05701, over 18367.81 utterances.], batch size: 39, lr: 4.78e-04
2022-08-24 05:18:43,947 INFO [train.py:927] (2/8) Epoch 7, batch 10800, libri_loss[loss=0.1997, simple_loss=0.2904, pruned_loss=0.05446, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006575, over 33.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3065, pruned_loss=0.06909, over 2471956.34 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05339, over 17012.68 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3019, pruned_loss=0.06249, over 2456366.61 frames. utt_duration=1321 frames, utt_pad_proportion=0.03935, over 7444.71 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3057, pruned_loss=0.06951, over 2472348.43 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05527, over 18221.65 utterances.], batch size: 33, lr: 4.78e-04
2022-08-24 05:20:25,938 INFO [train.py:927] (2/8) Epoch 7, batch 10850, giga_loss[loss=0.1922, simple_loss=0.2805, pruned_loss=0.05192, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03452, over 40.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3069, pruned_loss=0.06864, over 2472765.60 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05621, over 16593.25 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3024, pruned_loss=0.06305, over 2456982.47 frames. utt_duration=1297 frames, utt_pad_proportion=0.04766, over 7583.36 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3059, pruned_loss=0.06871, over 2473077.67 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05482, over 17799.44 utterances.], batch size: 40, lr: 4.78e-04
2022-08-24 05:22:09,990 INFO [train.py:927] (2/8) Epoch 7, batch 10900, giga_loss[loss=0.22, simple_loss=0.2992, pruned_loss=0.07042, over 12191.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04026, over 28.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3087, pruned_loss=0.07116, over 2473230.09 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05551, over 17075.63 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3019, pruned_loss=0.0628, over 2457013.30 frames. utt_duration=1299 frames, utt_pad_proportion=0.047, over 7573.08 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3085, pruned_loss=0.07158, over 2473862.03 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05478, over 18284.65 utterances.], batch size: 28, lr: 4.78e-04
2022-08-24 05:23:54,908 INFO [train.py:927] (2/8) Epoch 7, batch 10950, giga_loss[loss=0.1873, simple_loss=0.2784, pruned_loss=0.04811, over 12383.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04629, over 26.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3101, pruned_loss=0.07358, over 2473061.64 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05875, over 16930.46 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3019, pruned_loss=0.06275, over 2457281.96 frames. utt_duration=1300 frames, utt_pad_proportion=0.04639, over 7569.67 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.31, pruned_loss=0.07411, over 2473606.19 frames. utt_duration=549.4 frames, utt_pad_proportion=0.0583, over 18058.90 utterances.], batch size: 26, lr: 4.78e-04
2022-08-24 05:25:39,804 INFO [train.py:927] (2/8) Epoch 7, batch 11000, giga_loss[loss=0.2232, simple_loss=0.3107, pruned_loss=0.06789, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03016, over 45.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3093, pruned_loss=0.07385, over 2473722.13 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05848, over 17324.59 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.302, pruned_loss=0.06268, over 2457954.52 frames. utt_duration=1303 frames, utt_pad_proportion=0.04536, over 7555.81 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3094, pruned_loss=0.07465, over 2473977.68 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05863, over 18500.69 utterances.], batch size: 45, lr: 4.78e-04
2022-08-24 05:27:22,907 INFO [train.py:927] (2/8) Epoch 7, batch 11050, giga_loss[loss=0.2397, simple_loss=0.321, pruned_loss=0.07916, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3092, pruned_loss=0.0733, over 2473820.21 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06089, over 17700.33 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3024, pruned_loss=0.06294, over 2458250.08 frames. utt_duration=1281 frames, utt_pad_proportion=0.05089, over 7687.55 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3091, pruned_loss=0.07404, over 2474254.70 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05902, over 18841.87 utterances.], batch size: 113, lr: 4.77e-04
2022-08-24 05:29:08,000 INFO [train.py:927] (2/8) Epoch 7, batch 11100, giga_loss[loss=0.1836, simple_loss=0.2701, pruned_loss=0.04853, over 12401.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03805, over 113.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3053, pruned_loss=0.07095, over 2474266.78 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06275, over 18065.45 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3018, pruned_loss=0.06268, over 2458400.09 frames. utt_duration=1284 frames, utt_pad_proportion=0.05015, over 7669.39 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3059, pruned_loss=0.07201, over 2474890.68 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06157, over 19269.62 utterances.], batch size: 113, lr: 4.77e-04
2022-08-24 05:30:51,743 INFO [train.py:927] (2/8) Epoch 7, batch 11150, giga_loss[loss=0.228, simple_loss=0.2946, pruned_loss=0.08066, over 12412.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06867, over 212.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3007, pruned_loss=0.06961, over 2474190.82 frames. utt_duration=524 frames, utt_pad_proportion=0.06977, over 18941.12 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3019, pruned_loss=0.0628, over 2458830.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.05029, over 7684.85 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3011, pruned_loss=0.07049, over 2474594.14 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06857, over 20079.33 utterances.], batch size: 212, lr: 4.77e-04
2022-08-24 05:32:35,480 INFO [train.py:927] (2/8) Epoch 7, batch 11200, giga_loss[loss=0.1834, simple_loss=0.2776, pruned_loss=0.0446, over 12427.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03286, over 75.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2987, pruned_loss=0.06888, over 2474261.11 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07472, over 19826.36 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3024, pruned_loss=0.06296, over 2459121.39 frames. utt_duration=1280 frames, utt_pad_proportion=0.04979, over 7693.53 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2984, pruned_loss=0.06952, over 2474527.42 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07387, over 20881.04 utterances.], batch size: 75, lr: 4.77e-04
2022-08-24 05:34:16,872 INFO [train.py:927] (2/8) Epoch 7, batch 11250, giga_loss[loss=0.2117, simple_loss=0.2839, pruned_loss=0.06972, over 12431.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02651, over 58.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2977, pruned_loss=0.06826, over 2474081.04 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07202, over 19315.22 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3027, pruned_loss=0.06288, over 2459325.99 frames. utt_duration=1281 frames, utt_pad_proportion=0.04922, over 7687.17 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2973, pruned_loss=0.0689, over 2474296.41 frames. utt_duration=489 frames, utt_pad_proportion=0.07175, over 20301.62 utterances.], batch size: 58, lr: 4.77e-04
2022-08-24 05:36:01,302 INFO [train.py:927] (2/8) Epoch 7, batch 11300, giga_loss[loss=0.2652, simple_loss=0.325, pruned_loss=0.1027, over 12387.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2943, pruned_loss=0.06681, over 2474457.77 frames. utt_duration=516.7 frames, utt_pad_proportion=0.07119, over 19210.97 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3028, pruned_loss=0.06299, over 2459541.18 frames. utt_duration=1283 frames, utt_pad_proportion=0.04866, over 7674.96 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2937, pruned_loss=0.06726, over 2474606.94 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07131, over 20161.26 utterances.], batch size: 257, lr: 4.77e-04
2022-08-24 05:37:42,160 INFO [train.py:927] (2/8) Epoch 7, batch 11350, giga_loss[loss=0.1952, simple_loss=0.2721, pruned_loss=0.05915, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0291, over 48.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2925, pruned_loss=0.0661, over 2474307.69 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07197, over 19131.72 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3038, pruned_loss=0.06342, over 2459644.69 frames. utt_duration=1271 frames, utt_pad_proportion=0.05245, over 7749.69 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.291, pruned_loss=0.06616, over 2474660.26 frames. utt_duration=494.6 frames, utt_pad_proportion=0.071, over 20073.35 utterances.], batch size: 48, lr: 4.77e-04
2022-08-24 05:39:26,009 INFO [train.py:927] (2/8) Epoch 7, batch 11400, giga_loss[loss=0.1786, simple_loss=0.2675, pruned_loss=0.04481, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03189, over 62.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2881, pruned_loss=0.0644, over 2472771.72 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06941, over 18325.96 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3033, pruned_loss=0.06325, over 2459361.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05191, over 7725.59 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2872, pruned_loss=0.06463, over 2473491.03 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06899, over 19239.35 utterances.], batch size: 62, lr: 4.77e-04
2022-08-24 05:41:06,733 INFO [train.py:927] (2/8) Epoch 7, batch 11450, giga_loss[loss=0.1981, simple_loss=0.268, pruned_loss=0.06408, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02564, over 45.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.285, pruned_loss=0.06313, over 2472234.01 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06456, over 17382.36 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.303, pruned_loss=0.06321, over 2459285.84 frames. utt_duration=1278 frames, utt_pad_proportion=0.0514, over 7707.82 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2841, pruned_loss=0.06336, over 2473154.75 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06475, over 18346.61 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:42:49,285 INFO [train.py:927] (2/8) Epoch 7, batch 11500, giga_loss[loss=0.2178, simple_loss=0.293, pruned_loss=0.07128, over 12353.00 frames. utt_duration=511 frames, utt_pad_proportion=0.0322, over 97.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2839, pruned_loss=0.06247, over 2471720.29 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06516, over 17190.70 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3028, pruned_loss=0.06313, over 2459442.22 frames. utt_duration=1278 frames, utt_pad_proportion=0.051, over 7707.50 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2831, pruned_loss=0.06271, over 2472548.53 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06553, over 18121.67 utterances.], batch size: 97, lr: 4.77e-04
2022-08-24 05:44:33,489 INFO [train.py:927] (2/8) Epoch 7, batch 11550, giga_loss[loss=0.2019, simple_loss=0.2889, pruned_loss=0.05747, over 12416.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02826, over 62.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2876, pruned_loss=0.06404, over 2471943.10 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06617, over 17512.27 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3026, pruned_loss=0.06287, over 2459660.57 frames. utt_duration=1275 frames, utt_pad_proportion=0.05033, over 7725.94 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2865, pruned_loss=0.06448, over 2472847.44 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06688, over 18599.40 utterances.], batch size: 62, lr: 4.77e-04
2022-08-24 05:46:13,103 INFO [train.py:927] (2/8) Epoch 7, batch 11600, libri_loss[loss=0.1783, simple_loss=0.2614, pruned_loss=0.04759, over 12388.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009547, over 30.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2929, pruned_loss=0.0666, over 2471356.02 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06572, over 17565.50 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.302, pruned_loss=0.06258, over 2460022.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.04905, over 7703.63 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.292, pruned_loss=0.06741, over 2472373.88 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06706, over 18989.57 utterances.], batch size: 30, lr: 4.77e-04
2022-08-24 05:47:57,519 INFO [train.py:927] (2/8) Epoch 7, batch 11650, giga_loss[loss=0.2601, simple_loss=0.3413, pruned_loss=0.08943, over 12285.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02903, over 45.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2988, pruned_loss=0.06912, over 2471937.57 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06505, over 17793.50 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3019, pruned_loss=0.06252, over 2460192.25 frames. utt_duration=1280 frames, utt_pad_proportion=0.04835, over 7694.73 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2981, pruned_loss=0.06991, over 2472788.90 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06648, over 19105.28 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:49:38,992 INFO [train.py:927] (2/8) Epoch 7, batch 11700, libri_loss[loss=0.1812, simple_loss=0.2676, pruned_loss=0.0474, over 12188.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008171, over 30.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3036, pruned_loss=0.07025, over 2472306.47 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06281, over 17198.32 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3018, pruned_loss=0.06228, over 2460707.25 frames. utt_duration=1285 frames, utt_pad_proportion=0.04665, over 7666.35 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.303, pruned_loss=0.07144, over 2473102.96 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06505, over 18738.05 utterances.], batch size: 30, lr: 4.77e-04
2022-08-24 05:51:20,891 INFO [train.py:927] (2/8) Epoch 7, batch 11750, giga_loss[loss=0.1939, simple_loss=0.2801, pruned_loss=0.05388, over 12421.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3031, pruned_loss=0.06927, over 2471694.86 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06146, over 17591.41 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3019, pruned_loss=0.06236, over 2460456.52 frames. utt_duration=1288 frames, utt_pad_proportion=0.04576, over 7650.85 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3027, pruned_loss=0.07031, over 2472830.96 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06376, over 19054.53 utterances.], batch size: 146, lr: 4.76e-04
2022-08-24 05:53:03,517 INFO [train.py:927] (2/8) Epoch 7, batch 11800, libri_loss[loss=0.208, simple_loss=0.3021, pruned_loss=0.05696, over 12354.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005369, over 33.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.303, pruned_loss=0.06867, over 2472649.54 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06376, over 17906.97 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.302, pruned_loss=0.06244, over 2460696.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.04553, over 7655.97 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3025, pruned_loss=0.0695, over 2473480.25 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06561, over 19200.78 utterances.], batch size: 33, lr: 4.76e-04
2022-08-24 05:54:47,477 INFO [train.py:927] (2/8) Epoch 7, batch 11850, giga_loss[loss=0.2402, simple_loss=0.3183, pruned_loss=0.08107, over 12404.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02453, over 66.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3041, pruned_loss=0.06941, over 2472118.42 frames. utt_duration=548 frames, utt_pad_proportion=0.06911, over 18092.63 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3017, pruned_loss=0.06241, over 2460464.14 frames. utt_duration=1279 frames, utt_pad_proportion=0.04872, over 7704.47 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07034, over 2473391.10 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06936, over 19429.68 utterances.], batch size: 66, lr: 4.76e-04
2022-08-24 05:56:38,365 INFO [train.py:927] (2/8) Epoch 7, batch 11900, giga_loss[loss=0.2417, simple_loss=0.3143, pruned_loss=0.08455, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3064, pruned_loss=0.07135, over 2472492.38 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06651, over 18010.29 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3013, pruned_loss=0.06231, over 2460546.20 frames. utt_duration=1285 frames, utt_pad_proportion=0.04795, over 7670.19 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3068, pruned_loss=0.07236, over 2473683.91 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06728, over 19338.55 utterances.], batch size: 146, lr: 4.76e-04
2022-08-24 05:58:22,670 INFO [train.py:927] (2/8) Epoch 7, batch 11950, giga_loss[loss=0.227, simple_loss=0.3037, pruned_loss=0.0751, over 12445.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03858, over 37.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3069, pruned_loss=0.07244, over 2473698.75 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06835, over 18118.03 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3012, pruned_loss=0.06231, over 2460791.79 frames. utt_duration=1286 frames, utt_pad_proportion=0.04723, over 7665.46 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3076, pruned_loss=0.07347, over 2474702.77 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06927, over 19418.85 utterances.], batch size: 37, lr: 4.76e-04
2022-08-24 06:00:07,840 INFO [train.py:927] (2/8) Epoch 7, batch 12000, giga_loss[loss=0.2162, simple_loss=0.2844, pruned_loss=0.07402, over 12356.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3082, pruned_loss=0.07295, over 2472387.02 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06843, over 17789.50 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3011, pruned_loss=0.06236, over 2460796.17 frames. utt_duration=1286 frames, utt_pad_proportion=0.04651, over 7665.51 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3089, pruned_loss=0.07399, over 2473489.30 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06961, over 19090.89 utterances.], batch size: 366, lr: 4.76e-04
2022-08-24 06:00:07,840 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 06:00:22,672 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.1923, simple_loss=0.3061, pruned_loss=0.0393, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 06:02:07,460 INFO [train.py:927] (2/8) Epoch 7, batch 12050, giga_loss[loss=0.2193, simple_loss=0.3019, pruned_loss=0.06833, over 12269.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0253, over 54.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3106, pruned_loss=0.07361, over 2472553.98 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06489, over 17137.73 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.302, pruned_loss=0.06272, over 2461230.28 frames. utt_duration=1273 frames, utt_pad_proportion=0.04982, over 7745.60 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3105, pruned_loss=0.07446, over 2473420.14 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06511, over 18423.09 utterances.], batch size: 54, lr: 4.76e-04
2022-08-24 06:03:49,476 INFO [train.py:927] (2/8) Epoch 7, batch 12100, giga_loss[loss=0.2319, simple_loss=0.3114, pruned_loss=0.07617, over 12369.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06018, over 182.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3095, pruned_loss=0.07341, over 2472700.86 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06555, over 16547.94 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3025, pruned_loss=0.06307, over 2461670.46 frames. utt_duration=1263 frames, utt_pad_proportion=0.05355, over 7804.66 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.07412, over 2473343.28 frames. utt_duration=557 frames, utt_pad_proportion=0.06456, over 17809.33 utterances.], batch size: 182, lr: 4.76e-04
2022-08-24 06:05:32,334 INFO [train.py:927] (2/8) Epoch 7, batch 12150, giga_loss[loss=0.1826, simple_loss=0.27, pruned_loss=0.04755, over 12436.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03964, over 26.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3096, pruned_loss=0.07418, over 2472630.94 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06238, over 16156.13 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3027, pruned_loss=0.06341, over 2462051.17 frames. utt_duration=1266 frames, utt_pad_proportion=0.05207, over 7786.77 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3095, pruned_loss=0.07478, over 2473169.14 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06252, over 17459.12 utterances.], batch size: 26, lr: 4.76e-04
2022-08-24 06:07:15,241 INFO [train.py:927] (2/8) Epoch 7, batch 12200, giga_loss[loss=0.2097, simple_loss=0.289, pruned_loss=0.06525, over 12426.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04017, over 31.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3099, pruned_loss=0.0747, over 2471839.28 frames. utt_duration=618.2 frames, utt_pad_proportion=0.06735, over 16031.68 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3027, pruned_loss=0.06349, over 2462214.79 frames. utt_duration=1269 frames, utt_pad_proportion=0.05108, over 7769.20 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07534, over 2472359.47 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06763, over 17266.88 utterances.], batch size: 31, lr: 4.76e-04
2022-08-24 06:08:57,959 INFO [train.py:927] (2/8) Epoch 7, batch 12250, giga_loss[loss=0.264, simple_loss=0.323, pruned_loss=0.1025, over 12349.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07428, over 2471641.59 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06941, over 16361.30 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3028, pruned_loss=0.06356, over 2462240.28 frames. utt_duration=1272 frames, utt_pad_proportion=0.05002, over 7751.50 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3103, pruned_loss=0.07509, over 2472333.48 frames. utt_duration=562.5 frames, utt_pad_proportion=0.07009, over 17628.38 utterances.], batch size: 369, lr: 4.76e-04
2022-08-24 06:10:40,418 INFO [train.py:927] (2/8) Epoch 7, batch 12300, giga_loss[loss=0.1992, simple_loss=0.29, pruned_loss=0.05419, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.03874, over 31.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3095, pruned_loss=0.07405, over 2471474.73 frames. utt_duration=630.7 frames, utt_pad_proportion=0.06317, over 15712.01 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3025, pruned_loss=0.06375, over 2462366.05 frames. utt_duration=1280 frames, utt_pad_proportion=0.04841, over 7704.69 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3102, pruned_loss=0.07494, over 2472304.72 frames. utt_duration=579.3 frames, utt_pad_proportion=0.0651, over 17113.83 utterances.], batch size: 31, lr: 4.76e-04
2022-08-24 06:12:23,808 INFO [train.py:927] (2/8) Epoch 7, batch 12350, giga_loss[loss=0.1999, simple_loss=0.283, pruned_loss=0.05838, over 12404.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02551, over 70.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3072, pruned_loss=0.07326, over 2472017.81 frames. utt_duration=635.1 frames, utt_pad_proportion=0.05844, over 15605.11 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3024, pruned_loss=0.06397, over 2462442.94 frames. utt_duration=1282 frames, utt_pad_proportion=0.04808, over 7691.75 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3079, pruned_loss=0.07396, over 2472766.38 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06057, over 16869.82 utterances.], batch size: 70, lr: 4.76e-04
2022-08-24 06:14:06,305 INFO [train.py:927] (2/8) Epoch 7, batch 12400, libri_loss[loss=0.2329, simple_loss=0.341, pruned_loss=0.06238, over 12198.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007983, over 30.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3071, pruned_loss=0.0733, over 2471003.05 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05872, over 16073.18 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3029, pruned_loss=0.0642, over 2461964.72 frames. utt_duration=1286 frames, utt_pad_proportion=0.04742, over 7667.08 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3073, pruned_loss=0.07383, over 2472229.70 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06073, over 17260.44 utterances.], batch size: 30, lr: 4.76e-04
2022-08-24 06:15:44,716 INFO [train.py:927] (2/8) Epoch 7, batch 12450, giga_loss[loss=0.1949, simple_loss=0.2802, pruned_loss=0.05482, over 12373.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3046, pruned_loss=0.07223, over 2471855.77 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05862, over 16253.11 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3027, pruned_loss=0.06434, over 2461937.11 frames. utt_duration=1289 frames, utt_pad_proportion=0.0464, over 7650.08 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3051, pruned_loss=0.07288, over 2473295.62 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06085, over 17592.34 utterances.], batch size: 66, lr: 4.76e-04
2022-08-24 06:17:26,001 INFO [train.py:927] (2/8) Epoch 7, batch 12500, giga_loss[loss=0.1932, simple_loss=0.2671, pruned_loss=0.05964, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3011, pruned_loss=0.07057, over 2472395.84 frames. utt_duration=625 frames, utt_pad_proportion=0.05552, over 15861.27 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3026, pruned_loss=0.06451, over 2462718.07 frames. utt_duration=1291 frames, utt_pad_proportion=0.0451, over 7639.75 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3016, pruned_loss=0.07124, over 2473287.57 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05836, over 17352.95 utterances.], batch size: 91, lr: 4.75e-04
2022-08-24 06:19:08,168 INFO [train.py:927] (2/8) Epoch 7, batch 12550, giga_loss[loss=0.1895, simple_loss=0.2772, pruned_loss=0.05097, over 12387.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2987, pruned_loss=0.06974, over 2471349.24 frames. utt_duration=645.8 frames, utt_pad_proportion=0.05247, over 15342.98 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3023, pruned_loss=0.06469, over 2462259.66 frames. utt_duration=1297 frames, utt_pad_proportion=0.04424, over 7602.94 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2992, pruned_loss=0.07027, over 2472717.50 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05553, over 16790.31 utterances.], batch size: 70, lr: 4.75e-04
2022-08-24 06:20:51,472 INFO [train.py:927] (2/8) Epoch 7, batch 12600, giga_loss[loss=0.2025, simple_loss=0.2938, pruned_loss=0.05558, over 12352.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03353, over 62.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2993, pruned_loss=0.06936, over 2472696.48 frames. utt_duration=654.2 frames, utt_pad_proportion=0.05085, over 15153.93 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06542, over 2462686.63 frames. utt_duration=1288 frames, utt_pad_proportion=0.04727, over 7655.96 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.2988, pruned_loss=0.06929, over 2473727.58 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05223, over 16513.21 utterances.], batch size: 62, lr: 4.75e-04
2022-08-24 06:22:32,985 INFO [train.py:927] (2/8) Epoch 7, batch 12650, giga_loss[loss=0.2152, simple_loss=0.3035, pruned_loss=0.06342, over 12433.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04797, over 161.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2994, pruned_loss=0.06819, over 2473340.36 frames. utt_duration=621 frames, utt_pad_proportion=0.05449, over 15970.06 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3031, pruned_loss=0.06533, over 2462548.20 frames. utt_duration=1289 frames, utt_pad_proportion=0.04712, over 7647.68 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2991, pruned_loss=0.06822, over 2474313.52 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05537, over 17074.44 utterances.], batch size: 161, lr: 4.75e-04
2022-08-24 06:24:14,288 INFO [train.py:927] (2/8) Epoch 7, batch 12700, giga_loss[loss=0.2062, simple_loss=0.2935, pruned_loss=0.05948, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03104, over 80.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2999, pruned_loss=0.068, over 2472980.07 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0589, over 17070.92 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.304, pruned_loss=0.0659, over 2462526.91 frames. utt_duration=1277 frames, utt_pad_proportion=0.05171, over 7721.16 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2987, pruned_loss=0.06752, over 2473930.18 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05763, over 18009.95 utterances.], batch size: 80, lr: 4.75e-04
2022-08-24 06:25:57,434 INFO [train.py:927] (2/8) Epoch 7, batch 12750, giga_loss[loss=0.221, simple_loss=0.3024, pruned_loss=0.06985, over 12336.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 97.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.06842, over 2472836.59 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05757, over 17407.30 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3043, pruned_loss=0.06611, over 2462689.70 frames. utt_duration=1277 frames, utt_pad_proportion=0.05121, over 7723.39 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2991, pruned_loss=0.06789, over 2473579.73 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05685, over 18265.47 utterances.], batch size: 97, lr: 4.75e-04
2022-08-24 06:27:39,780 INFO [train.py:927] (2/8) Epoch 7, batch 12800, giga_loss[loss=0.2156, simple_loss=0.299, pruned_loss=0.06615, over 12425.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03433, over 113.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3026, pruned_loss=0.06986, over 2472700.63 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05548, over 17075.46 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3048, pruned_loss=0.06665, over 2462939.44 frames. utt_duration=1278 frames, utt_pad_proportion=0.05029, over 7718.46 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3011, pruned_loss=0.06902, over 2473275.76 frames. utt_duration=551.9 frames, utt_pad_proportion=0.05539, over 17972.85 utterances.], batch size: 113, lr: 4.75e-04
2022-08-24 06:29:24,666 INFO [train.py:927] (2/8) Epoch 7, batch 12850, giga_loss[loss=0.2146, simple_loss=0.299, pruned_loss=0.06513, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02654, over 48.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3034, pruned_loss=0.07025, over 2472488.83 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05343, over 16811.10 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3049, pruned_loss=0.06689, over 2462975.96 frames. utt_duration=1274 frames, utt_pad_proportion=0.05057, over 7744.28 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3021, pruned_loss=0.06946, over 2473140.85 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05339, over 17707.91 utterances.], batch size: 48, lr: 4.75e-04
2022-08-24 06:31:05,343 INFO [train.py:927] (2/8) Epoch 7, batch 12900, giga_loss[loss=0.2231, simple_loss=0.3112, pruned_loss=0.06748, over 12470.00 frames. utt_duration=703.9 frames, utt_pad_proportion=0.03447, over 71.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3042, pruned_loss=0.07088, over 2472445.62 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05332, over 16138.81 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3052, pruned_loss=0.06758, over 2463137.61 frames. utt_duration=1274 frames, utt_pad_proportion=0.05035, over 7741.04 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3028, pruned_loss=0.0697, over 2473076.26 frames. utt_duration=580 frames, utt_pad_proportion=0.05344, over 17100.51 utterances.], batch size: 71, lr: 4.75e-04
2022-08-24 06:32:46,564 INFO [train.py:927] (2/8) Epoch 7, batch 12950, giga_loss[loss=0.1879, simple_loss=0.2721, pruned_loss=0.05179, over 12407.00 frames. utt_duration=974.5 frames, utt_pad_proportion=0.02844, over 51.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3039, pruned_loss=0.07092, over 2472854.96 frames. utt_duration=590 frames, utt_pad_proportion=0.0573, over 16806.59 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3052, pruned_loss=0.06772, over 2463537.85 frames. utt_duration=1277 frames, utt_pad_proportion=0.04952, over 7727.46 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3028, pruned_loss=0.06994, over 2473214.08 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05751, over 17762.84 utterances.], batch size: 51, lr: 4.75e-04
2022-08-24 06:34:27,117 INFO [train.py:927] (2/8) Epoch 7, batch 13000, giga_loss[loss=0.1851, simple_loss=0.264, pruned_loss=0.05314, over 12483.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04166, over 34.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3018, pruned_loss=0.07034, over 2473275.22 frames. utt_duration=588 frames, utt_pad_proportion=0.05701, over 16868.85 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3052, pruned_loss=0.06794, over 2463763.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.04858, over 7710.59 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3009, pruned_loss=0.06944, over 2473640.41 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05759, over 17918.45 utterances.], batch size: 34, lr: 4.75e-04
2022-08-24 06:36:07,042 INFO [train.py:927] (2/8) Epoch 7, batch 13050, giga_loss[loss=0.276, simple_loss=0.3553, pruned_loss=0.09833, over 12373.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09807, over 256.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3013, pruned_loss=0.06931, over 2473401.39 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05796, over 16952.40 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3053, pruned_loss=0.06823, over 2463630.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.04775, over 7702.83 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3004, pruned_loss=0.06838, over 2474053.36 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05876, over 18003.75 utterances.], batch size: 256, lr: 4.75e-04
2022-08-24 06:37:49,599 INFO [train.py:927] (2/8) Epoch 7, batch 13100, giga_loss[loss=0.21, simple_loss=0.2911, pruned_loss=0.06439, over 12301.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03652, over 51.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3015, pruned_loss=0.06906, over 2473186.02 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0599, over 17491.05 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3053, pruned_loss=0.06827, over 2463647.90 frames. utt_duration=1282 frames, utt_pad_proportion=0.04757, over 7697.31 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3008, pruned_loss=0.0683, over 2473721.84 frames. utt_duration=540.5 frames, utt_pad_proportion=0.0605, over 18356.20 utterances.], batch size: 51, lr: 4.75e-04
2022-08-24 06:39:30,345 INFO [train.py:927] (2/8) Epoch 7, batch 13150, giga_loss[loss=0.2138, simple_loss=0.2943, pruned_loss=0.06659, over 12407.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04998, over 161.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3003, pruned_loss=0.06896, over 2473825.59 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06068, over 17721.03 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3057, pruned_loss=0.06843, over 2463914.80 frames. utt_duration=1285 frames, utt_pad_proportion=0.04685, over 7679.54 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2993, pruned_loss=0.06823, over 2474184.53 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06143, over 18587.05 utterances.], batch size: 161, lr: 4.75e-04
2022-08-24 06:41:11,261 INFO [train.py:927] (2/8) Epoch 7, batch 13200, giga_loss[loss=0.2397, simple_loss=0.3206, pruned_loss=0.07936, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2994, pruned_loss=0.06961, over 2473510.31 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05877, over 17488.15 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3059, pruned_loss=0.06885, over 2463929.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04529, over 7642.83 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2982, pruned_loss=0.06867, over 2474228.49 frames. utt_duration=532 frames, utt_pad_proportion=0.0603, over 18654.27 utterances.], batch size: 146, lr: 4.74e-04
2022-08-24 06:42:49,461 INFO [train.py:927] (2/8) Epoch 7, batch 13250, giga_loss[loss=0.1945, simple_loss=0.2684, pruned_loss=0.06033, over 12420.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03969, over 40.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.298, pruned_loss=0.06974, over 2474114.30 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05975, over 17681.42 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3059, pruned_loss=0.0693, over 2464117.74 frames. utt_duration=1297 frames, utt_pad_proportion=0.04395, over 7605.78 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2967, pruned_loss=0.06858, over 2474891.59 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06162, over 19034.60 utterances.], batch size: 40, lr: 4.74e-04
2022-08-24 06:44:28,837 INFO [train.py:927] (2/8) Epoch 7, batch 13300, giga_loss[loss=0.1894, simple_loss=0.2706, pruned_loss=0.05407, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02842, over 45.00 utterances.], tot_loss[loss=0.214, simple_loss=0.293, pruned_loss=0.06745, over 2473679.51 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05954, over 17532.97 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3058, pruned_loss=0.06937, over 2463910.10 frames. utt_duration=1301 frames, utt_pad_proportion=0.04332, over 7585.84 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2919, pruned_loss=0.06645, over 2474671.85 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06139, over 18805.21 utterances.], batch size: 45, lr: 4.74e-04
2022-08-24 06:46:09,677 INFO [train.py:927] (2/8) Epoch 7, batch 13350, libri_loss[loss=0.2212, simple_loss=0.3058, pruned_loss=0.06827, over 12404.00 frames. utt_duration=956 frames, utt_pad_proportion=0.07547, over 52.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2917, pruned_loss=0.0668, over 2474162.53 frames. utt_duration=572 frames, utt_pad_proportion=0.0592, over 17346.83 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3052, pruned_loss=0.06938, over 2463992.90 frames. utt_duration=1298 frames, utt_pad_proportion=0.04351, over 7601.30 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2909, pruned_loss=0.06591, over 2475231.49 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06092, over 18718.02 utterances.], batch size: 52, lr: 4.74e-04
2022-08-24 06:47:49,371 INFO [train.py:927] (2/8) Epoch 7, batch 13400, giga_loss[loss=0.2423, simple_loss=0.3227, pruned_loss=0.08091, over 12378.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03019, over 97.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06763, over 2474681.84 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06091, over 17635.18 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.305, pruned_loss=0.06937, over 2464306.76 frames. utt_duration=1301 frames, utt_pad_proportion=0.04285, over 7584.37 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2937, pruned_loss=0.06689, over 2475438.51 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06249, over 18910.60 utterances.], batch size: 97, lr: 4.74e-04
2022-08-24 06:49:30,765 INFO [train.py:927] (2/8) Epoch 7, batch 13450, giga_loss[loss=0.2229, simple_loss=0.3058, pruned_loss=0.07002, over 12380.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02745, over 70.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2977, pruned_loss=0.06866, over 2474397.08 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06417, over 18062.90 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3052, pruned_loss=0.06964, over 2464277.93 frames. utt_duration=1302 frames, utt_pad_proportion=0.04242, over 7579.59 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2968, pruned_loss=0.06783, over 2475153.80 frames. utt_duration=517 frames, utt_pad_proportion=0.06545, over 19206.88 utterances.], batch size: 70, lr: 4.74e-04
2022-08-24 06:51:18,625 INFO [train.py:927] (2/8) Epoch 7, batch 13500, giga_loss[loss=0.2773, simple_loss=0.3518, pruned_loss=0.1014, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03735, over 113.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3038, pruned_loss=0.07346, over 2473905.14 frames. utt_duration=531 frames, utt_pad_proportion=0.0665, over 18689.77 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06988, over 2464203.46 frames. utt_duration=1307 frames, utt_pad_proportion=0.0413, over 7550.14 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3032, pruned_loss=0.0726, over 2474951.33 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06808, over 20050.55 utterances.], batch size: 113, lr: 4.74e-04
2022-08-24 06:53:02,974 INFO [train.py:927] (2/8) Epoch 7, batch 13550, giga_loss[loss=0.2427, simple_loss=0.3248, pruned_loss=0.08034, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.0307, over 75.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3105, pruned_loss=0.07767, over 2473822.01 frames. utt_duration=527.8 frames, utt_pad_proportion=0.07045, over 18799.33 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3057, pruned_loss=0.07056, over 2464443.97 frames. utt_duration=1280 frames, utt_pad_proportion=0.05055, over 7707.96 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3094, pruned_loss=0.07647, over 2474618.74 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06866, over 19943.22 utterances.], batch size: 75, lr: 4.74e-04
2022-08-24 06:54:47,149 INFO [train.py:927] (2/8) Epoch 7, batch 13600, giga_loss[loss=0.3182, simple_loss=0.3788, pruned_loss=0.1288, over 12411.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04319, over 146.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3172, pruned_loss=0.08256, over 2473329.86 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0707, over 19224.82 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3058, pruned_loss=0.07076, over 2464040.60 frames. utt_duration=1285 frames, utt_pad_proportion=0.04923, over 7681.59 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3163, pruned_loss=0.08168, over 2474627.60 frames. utt_duration=484 frames, utt_pad_proportion=0.06986, over 20513.73 utterances.], batch size: 146, lr: 4.74e-04
2022-08-24 06:56:30,735 INFO [train.py:927] (2/8) Epoch 7, batch 13650, giga_loss[loss=0.2557, simple_loss=0.3313, pruned_loss=0.09003, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03407, over 40.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08599, over 2473386.62 frames. utt_duration=517.4 frames, utt_pad_proportion=0.0703, over 19177.59 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07105, over 2464027.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.0481, over 7645.23 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3212, pruned_loss=0.08544, over 2474721.11 frames. utt_duration=482 frames, utt_pad_proportion=0.07025, over 20602.05 utterances.], batch size: 40, lr: 4.74e-04
2022-08-24 06:58:18,392 INFO [train.py:927] (2/8) Epoch 7, batch 13700, giga_loss[loss=0.2358, simple_loss=0.3083, pruned_loss=0.08166, over 12352.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03245, over 58.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3291, pruned_loss=0.09339, over 2474022.27 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07715, over 21262.72 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3059, pruned_loss=0.07126, over 2464009.26 frames. utt_duration=1292 frames, utt_pad_proportion=0.04774, over 7637.78 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.329, pruned_loss=0.09294, over 2475173.05 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07693, over 22495.98 utterances.], batch size: 58, lr: 4.74e-04
2022-08-24 07:00:07,642 INFO [train.py:927] (2/8) Epoch 7, batch 13750, giga_loss[loss=0.293, simple_loss=0.3546, pruned_loss=0.1157, over 12359.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04334, over 133.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3327, pruned_loss=0.09644, over 2474092.64 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07713, over 21184.74 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3058, pruned_loss=0.07174, over 2464241.25 frames. utt_duration=1293 frames, utt_pad_proportion=0.04703, over 7634.15 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3338, pruned_loss=0.09663, over 2475238.18 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07751, over 22758.90 utterances.], batch size: 133, lr: 4.74e-04
2022-08-24 07:01:54,511 INFO [train.py:927] (2/8) Epoch 7, batch 13800, giga_loss[loss=0.2706, simple_loss=0.3481, pruned_loss=0.09651, over 12446.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03146, over 80.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3341, pruned_loss=0.09787, over 2473537.69 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07812, over 21013.83 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3064, pruned_loss=0.0723, over 2464004.48 frames. utt_duration=1282 frames, utt_pad_proportion=0.05109, over 7695.25 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3355, pruned_loss=0.09843, over 2475050.18 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07762, over 22737.70 utterances.], batch size: 80, lr: 4.74e-04
2022-08-24 07:03:40,737 INFO [train.py:927] (2/8) Epoch 7, batch 13850, libri_loss[loss=0.2276, simple_loss=0.3184, pruned_loss=0.06844, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006344, over 31.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3351, pruned_loss=0.09863, over 2473689.39 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07913, over 21488.52 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3067, pruned_loss=0.07252, over 2464076.07 frames. utt_duration=1280 frames, utt_pad_proportion=0.05099, over 7707.35 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3365, pruned_loss=0.09948, over 2475040.17 frames. utt_duration=429.1 frames, utt_pad_proportion=0.0789, over 23152.31 utterances.], batch size: 31, lr: 4.74e-04
2022-08-24 07:05:33,882 INFO [train.py:927] (2/8) Epoch 7, batch 13900, giga_loss[loss=0.3146, simple_loss=0.3733, pruned_loss=0.128, over 12356.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.08003, over 213.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.337, pruned_loss=0.09904, over 2474228.33 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07399, over 21434.00 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3066, pruned_loss=0.07253, over 2464082.83 frames. utt_duration=1282 frames, utt_pad_proportion=0.05064, over 7698.33 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3384, pruned_loss=0.09992, over 2475357.09 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07429, over 22873.38 utterances.], batch size: 213, lr: 4.74e-04
2022-08-24 07:07:20,649 INFO [train.py:927] (2/8) Epoch 7, batch 13950, giga_loss[loss=0.2376, simple_loss=0.3219, pruned_loss=0.07669, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03067, over 58.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3345, pruned_loss=0.09655, over 2473376.57 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07439, over 21463.07 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3058, pruned_loss=0.07229, over 2464351.78 frames. utt_duration=1288 frames, utt_pad_proportion=0.04952, over 7664.40 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3373, pruned_loss=0.09827, over 2474345.53 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07515, over 23089.71 utterances.], batch size: 58, lr: 4.73e-04
2022-08-24 07:09:06,658 INFO [train.py:927] (2/8) Epoch 7, batch 14000, giga_loss[loss=0.2582, simple_loss=0.3316, pruned_loss=0.09239, over 12445.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03003, over 80.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3325, pruned_loss=0.09483, over 2473738.01 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07743, over 22104.63 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07251, over 2464165.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.04969, over 7669.32 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3352, pruned_loss=0.09641, over 2474806.95 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07793, over 23627.40 utterances.], batch size: 80, lr: 4.73e-04
2022-08-24 07:10:52,151 INFO [train.py:927] (2/8) Epoch 7, batch 14050, libri_loss[loss=0.2372, simple_loss=0.3113, pruned_loss=0.08157, over 12323.00 frames. utt_duration=759.9 frames, utt_pad_proportion=0.1286, over 65.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3297, pruned_loss=0.09348, over 2473293.18 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07753, over 22170.48 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3054, pruned_loss=0.07253, over 2463670.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.04938, over 7675.28 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3331, pruned_loss=0.0954, over 2474906.79 frames. utt_duration=416.6 frames, utt_pad_proportion=0.07829, over 23847.05 utterances.], batch size: 65, lr: 4.73e-04
2022-08-24 07:12:42,326 INFO [train.py:927] (2/8) Epoch 7, batch 14100, giga_loss[loss=0.2471, simple_loss=0.3134, pruned_loss=0.09045, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03725, over 40.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3286, pruned_loss=0.09242, over 2473859.65 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07462, over 21378.87 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3058, pruned_loss=0.0729, over 2463621.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.0494, over 7686.54 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3311, pruned_loss=0.09379, over 2475252.83 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0755, over 22805.79 utterances.], batch size: 40, lr: 4.73e-04
2022-08-24 07:14:36,582 INFO [train.py:927] (2/8) Epoch 7, batch 14150, giga_loss[loss=0.2384, simple_loss=0.3217, pruned_loss=0.07761, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02842, over 91.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3275, pruned_loss=0.09035, over 2474507.90 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0763, over 21859.33 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3057, pruned_loss=0.07306, over 2463971.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.04871, over 7661.06 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.33, pruned_loss=0.09163, over 2475489.10 frames. utt_duration=427 frames, utt_pad_proportion=0.07719, over 23265.63 utterances.], batch size: 91, lr: 4.73e-04
2022-08-24 07:16:23,213 INFO [train.py:927] (2/8) Epoch 7, batch 14200, giga_loss[loss=0.266, simple_loss=0.3346, pruned_loss=0.0987, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03481, over 105.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.327, pruned_loss=0.08911, over 2474499.05 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07661, over 21573.86 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3056, pruned_loss=0.07332, over 2463817.90 frames. utt_duration=1293 frames, utt_pad_proportion=0.04749, over 7632.20 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3298, pruned_loss=0.09043, over 2475789.38 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07802, over 23200.83 utterances.], batch size: 105, lr: 4.73e-04
2022-08-24 07:18:11,550 INFO [train.py:927] (2/8) Epoch 7, batch 14250, libri_loss[loss=0.241, simple_loss=0.3221, pruned_loss=0.07993, over 12367.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01122, over 38.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3257, pruned_loss=0.08806, over 2474247.65 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07568, over 21173.60 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3057, pruned_loss=0.07339, over 2464126.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04693, over 7640.52 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3281, pruned_loss=0.08932, over 2475190.34 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07724, over 22707.02 utterances.], batch size: 38, lr: 4.73e-04
2022-08-24 07:19:59,189 INFO [train.py:927] (2/8) Epoch 7, batch 14300, giga_loss[loss=0.2533, simple_loss=0.3254, pruned_loss=0.09057, over 12307.00 frames. utt_duration=966.9 frames, utt_pad_proportion=0.03695, over 51.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3242, pruned_loss=0.08784, over 2474861.59 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07632, over 21163.48 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3058, pruned_loss=0.07355, over 2464205.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.04639, over 7628.96 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3263, pruned_loss=0.08889, over 2475689.43 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07781, over 22564.81 utterances.], batch size: 51, lr: 4.73e-04
2022-08-24 07:21:47,592 INFO [train.py:927] (2/8) Epoch 7, batch 14350, giga_loss[loss=0.1808, simple_loss=0.274, pruned_loss=0.04385, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04652, over 31.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3235, pruned_loss=0.08572, over 2474763.97 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07006, over 19733.11 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3059, pruned_loss=0.07349, over 2464241.37 frames. utt_duration=1296 frames, utt_pad_proportion=0.04606, over 7616.71 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3253, pruned_loss=0.0867, over 2475460.03 frames. utt_duration=474 frames, utt_pad_proportion=0.07185, over 20954.01 utterances.], batch size: 31, lr: 4.73e-04
2022-08-24 07:23:35,225 INFO [train.py:927] (2/8) Epoch 7, batch 14400, giga_loss[loss=0.2474, simple_loss=0.3177, pruned_loss=0.08858, over 12230.00 frames. utt_duration=1484 frames, utt_pad_proportion=0.03385, over 33.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3241, pruned_loss=0.08575, over 2474348.78 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0711, over 19609.81 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3065, pruned_loss=0.07386, over 2464453.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.04989, over 7688.36 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3254, pruned_loss=0.08652, over 2474992.35 frames. utt_duration=476 frames, utt_pad_proportion=0.0714, over 20861.21 utterances.], batch size: 33, lr: 4.73e-04
2022-08-24 07:25:22,269 INFO [train.py:927] (2/8) Epoch 7, batch 14450, giga_loss[loss=0.2827, simple_loss=0.3465, pruned_loss=0.1095, over 12388.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04139, over 133.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3221, pruned_loss=0.08556, over 2475175.17 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07494, over 20160.42 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3063, pruned_loss=0.07399, over 2464363.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04916, over 7652.50 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3237, pruned_loss=0.08633, over 2476003.28 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07539, over 21476.65 utterances.], batch size: 133, lr: 4.73e-04
2022-08-24 07:27:08,636 INFO [train.py:927] (2/8) Epoch 7, batch 14500, giga_loss[loss=0.2539, simple_loss=0.3319, pruned_loss=0.088, over 12439.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03587, over 98.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3215, pruned_loss=0.08599, over 2474959.90 frames. utt_duration=496.8 frames, utt_pad_proportion=0.0731, over 19983.25 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3065, pruned_loss=0.07426, over 2464499.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05358, over 7727.52 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3229, pruned_loss=0.08661, over 2475727.17 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07244, over 21246.19 utterances.], batch size: 98, lr: 4.73e-04
2022-08-24 07:28:52,745 INFO [train.py:927] (2/8) Epoch 7, batch 14550, giga_loss[loss=0.2277, simple_loss=0.302, pruned_loss=0.07675, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03438, over 40.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.0856, over 2474763.44 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07521, over 19611.28 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.07471, over 2464773.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05704, over 7816.89 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.321, pruned_loss=0.08603, over 2475416.88 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07375, over 20877.87 utterances.], batch size: 40, lr: 4.73e-04
2022-08-24 07:30:36,988 INFO [train.py:927] (2/8) Epoch 7, batch 14600, giga_loss[loss=0.2678, simple_loss=0.3385, pruned_loss=0.09853, over 12346.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.0357, over 104.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08639, over 2474493.32 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07554, over 19527.00 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3074, pruned_loss=0.07539, over 2464936.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.06008, over 7894.43 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08659, over 2475316.42 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07371, over 21014.64 utterances.], batch size: 104, lr: 4.73e-04
2022-08-24 07:32:22,657 INFO [train.py:927] (2/8) Epoch 7, batch 14650, giga_loss[loss=0.314, simple_loss=0.3591, pruned_loss=0.1345, over 12349.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 258.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08532, over 2475110.36 frames. utt_duration=513 frames, utt_pad_proportion=0.07203, over 19354.18 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3078, pruned_loss=0.07563, over 2465169.81 frames. utt_duration=1243 frames, utt_pad_proportion=0.06077, over 7944.76 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3214, pruned_loss=0.0854, over 2475674.16 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07063, over 20639.33 utterances.], batch size: 258, lr: 4.72e-04
2022-08-24 07:34:11,618 INFO [train.py:927] (2/8) Epoch 7, batch 14700, giga_loss[loss=0.3371, simple_loss=0.376, pruned_loss=0.149, over 12344.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3228, pruned_loss=0.08681, over 2475205.26 frames. utt_duration=496 frames, utt_pad_proportion=0.07588, over 20020.86 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3078, pruned_loss=0.07548, over 2465281.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.06059, over 7934.03 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3234, pruned_loss=0.08704, over 2475590.71 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07469, over 21084.64 utterances.], batch size: 370, lr: 4.72e-04
2022-08-24 07:35:56,754 INFO [train.py:927] (2/8) Epoch 7, batch 14750, giga_loss[loss=0.2539, simple_loss=0.3273, pruned_loss=0.09018, over 12441.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0337, over 123.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3252, pruned_loss=0.08967, over 2475259.13 frames. utt_duration=477.1 frames, utt_pad_proportion=0.077, over 20815.32 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3082, pruned_loss=0.07555, over 2465146.96 frames. utt_duration=1247 frames, utt_pad_proportion=0.0599, over 7917.13 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3256, pruned_loss=0.08996, over 2475836.75 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07632, over 21842.65 utterances.], batch size: 123, lr: 4.72e-04
2022-08-24 07:37:42,974 INFO [train.py:927] (2/8) Epoch 7, batch 14800, giga_loss[loss=0.2329, simple_loss=0.3102, pruned_loss=0.07778, over 12222.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03132, over 45.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3241, pruned_loss=0.08929, over 2474965.19 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07352, over 20341.57 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3076, pruned_loss=0.07531, over 2465134.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.05917, over 7885.06 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3252, pruned_loss=0.09002, over 2475627.43 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07346, over 21425.28 utterances.], batch size: 45, lr: 4.72e-04
2022-08-24 07:39:28,012 INFO [train.py:927] (2/8) Epoch 7, batch 14850, giga_loss[loss=0.2231, simple_loss=0.306, pruned_loss=0.07007, over 12377.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02719, over 48.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3233, pruned_loss=0.08862, over 2474920.96 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07736, over 20715.14 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3079, pruned_loss=0.0757, over 2465541.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.06685, over 8024.00 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3244, pruned_loss=0.08917, over 2475291.15 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07472, over 21753.65 utterances.], batch size: 48, lr: 4.72e-04
2022-08-24 07:41:13,204 INFO [train.py:927] (2/8) Epoch 7, batch 14900, giga_loss[loss=0.2253, simple_loss=0.3053, pruned_loss=0.07268, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02857, over 58.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3209, pruned_loss=0.08658, over 2474907.46 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07588, over 20498.07 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3076, pruned_loss=0.07559, over 2465380.99 frames. utt_duration=1235 frames, utt_pad_proportion=0.06617, over 7997.81 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3222, pruned_loss=0.08727, over 2475455.21 frames. utt_duration=461.8 frames, utt_pad_proportion=0.0741, over 21509.19 utterances.], batch size: 58, lr: 4.72e-04
2022-08-24 07:43:01,012 INFO [train.py:927] (2/8) Epoch 7, batch 14950, giga_loss[loss=0.2559, simple_loss=0.3248, pruned_loss=0.09349, over 12415.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04692, over 161.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3192, pruned_loss=0.08595, over 2474583.59 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07434, over 20066.57 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3079, pruned_loss=0.07593, over 2465208.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.06467, over 7962.35 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3203, pruned_loss=0.08648, over 2475417.99 frames. utt_duration=468 frames, utt_pad_proportion=0.07353, over 21225.96 utterances.], batch size: 161, lr: 4.72e-04
2022-08-24 07:44:47,950 INFO [train.py:927] (2/8) Epoch 7, batch 15000, giga_loss[loss=0.2518, simple_loss=0.3395, pruned_loss=0.0821, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03409, over 122.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3225, pruned_loss=0.08716, over 2474858.06 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06934, over 19801.48 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3081, pruned_loss=0.07605, over 2465252.18 frames. utt_duration=1244 frames, utt_pad_proportion=0.06369, over 7937.30 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08768, over 2475659.20 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06932, over 20972.50 utterances.], batch size: 122, lr: 4.72e-04
2022-08-24 07:44:47,952 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 07:45:02,965 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.1868, simple_loss=0.3016, pruned_loss=0.03596, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 07:46:47,092 INFO [train.py:927] (2/8) Epoch 7, batch 15050, giga_loss[loss=0.2955, simple_loss=0.3524, pruned_loss=0.1193, over 12417.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07615, over 213.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3242, pruned_loss=0.08709, over 2474661.43 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06904, over 19634.47 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3081, pruned_loss=0.07646, over 2465822.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.06109, over 7889.05 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3258, pruned_loss=0.08773, over 2475307.58 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07003, over 21280.50 utterances.], batch size: 213, lr: 4.72e-04
2022-08-24 07:48:32,954 INFO [train.py:927] (2/8) Epoch 7, batch 15100, libri_loss[loss=0.2213, simple_loss=0.3008, pruned_loss=0.07095, over 12454.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03348, over 46.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3259, pruned_loss=0.08902, over 2475093.89 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07396, over 20464.93 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3082, pruned_loss=0.0766, over 2466146.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.05985, over 7892.19 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3277, pruned_loss=0.0898, over 2475590.88 frames. utt_duration=448 frames, utt_pad_proportion=0.07493, over 22175.71 utterances.], batch size: 46, lr: 4.72e-04
2022-08-24 07:50:21,769 INFO [train.py:927] (2/8) Epoch 7, batch 15150, giga_loss[loss=0.2113, simple_loss=0.2854, pruned_loss=0.06861, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0325, over 42.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3275, pruned_loss=0.0908, over 2475477.27 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07295, over 20587.09 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3083, pruned_loss=0.07655, over 2466256.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.05938, over 7892.25 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.329, pruned_loss=0.09157, over 2475860.89 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07397, over 22045.59 utterances.], batch size: 42, lr: 4.72e-04
2022-08-24 07:52:06,094 INFO [train.py:927] (2/8) Epoch 7, batch 15200, giga_loss[loss=0.2338, simple_loss=0.309, pruned_loss=0.07931, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3255, pruned_loss=0.08955, over 2475055.38 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07665, over 20490.98 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3089, pruned_loss=0.07653, over 2466618.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.05976, over 7907.98 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3267, pruned_loss=0.09063, over 2475315.21 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0774, over 22050.77 utterances.], batch size: 133, lr: 4.72e-04
2022-08-24 07:53:52,207 INFO [train.py:927] (2/8) Epoch 7, batch 15250, giga_loss[loss=0.2779, simple_loss=0.3455, pruned_loss=0.1052, over 12394.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03544, over 80.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3253, pruned_loss=0.09059, over 2473717.55 frames. utt_duration=479 frames, utt_pad_proportion=0.07607, over 20718.85 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3088, pruned_loss=0.07649, over 2466236.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.05866, over 7875.61 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3268, pruned_loss=0.09181, over 2474441.84 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07719, over 22287.73 utterances.], batch size: 80, lr: 4.72e-04
2022-08-24 07:55:37,449 INFO [train.py:927] (2/8) Epoch 7, batch 15300, giga_loss[loss=0.264, simple_loss=0.3275, pruned_loss=0.1003, over 12375.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03071, over 51.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3245, pruned_loss=0.09052, over 2474535.15 frames. utt_duration=483 frames, utt_pad_proportion=0.07435, over 20555.20 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.309, pruned_loss=0.07675, over 2466265.53 frames. utt_duration=1243 frames, utt_pad_proportion=0.06234, over 7947.47 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3256, pruned_loss=0.09138, over 2475153.41 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07428, over 21841.74 utterances.], batch size: 51, lr: 4.72e-04
2022-08-24 07:57:23,454 INFO [train.py:927] (2/8) Epoch 7, batch 15350, giga_loss[loss=0.2256, simple_loss=0.3001, pruned_loss=0.07555, over 12439.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03328, over 86.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3233, pruned_loss=0.08992, over 2473997.12 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07825, over 21053.53 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3091, pruned_loss=0.07685, over 2466507.82 frames. utt_duration=1245 frames, utt_pad_proportion=0.06137, over 7934.55 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3244, pruned_loss=0.09075, over 2474402.68 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07837, over 22308.84 utterances.], batch size: 86, lr: 4.72e-04
2022-08-24 07:59:09,799 INFO [train.py:927] (2/8) Epoch 7, batch 15400, giga_loss[loss=0.2504, simple_loss=0.3185, pruned_loss=0.09112, over 12412.00 frames. utt_duration=975 frames, utt_pad_proportion=0.02886, over 51.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3243, pruned_loss=0.08968, over 2474101.83 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07372, over 20254.57 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3094, pruned_loss=0.07702, over 2466353.38 frames. utt_duration=1242 frames, utt_pad_proportion=0.06125, over 7950.12 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3253, pruned_loss=0.09048, over 2474745.73 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07422, over 21523.69 utterances.], batch size: 51, lr: 4.71e-04
2022-08-24 08:00:54,577 INFO [train.py:927] (2/8) Epoch 7, batch 15450, giga_loss[loss=0.2173, simple_loss=0.3087, pruned_loss=0.06293, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03381, over 39.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3242, pruned_loss=0.08863, over 2473644.46 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07723, over 20479.38 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3091, pruned_loss=0.07704, over 2466493.91 frames. utt_duration=1234 frames, utt_pad_proportion=0.06368, over 8002.34 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3256, pruned_loss=0.08959, over 2474236.37 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07679, over 21780.09 utterances.], batch size: 39, lr: 4.71e-04
2022-08-24 08:02:41,704 INFO [train.py:927] (2/8) Epoch 7, batch 15500, giga_loss[loss=0.2597, simple_loss=0.3364, pruned_loss=0.09148, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02762, over 48.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3273, pruned_loss=0.08853, over 2474267.64 frames. utt_duration=497 frames, utt_pad_proportion=0.0716, over 19971.44 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3091, pruned_loss=0.07704, over 2466651.21 frames. utt_duration=1236 frames, utt_pad_proportion=0.06319, over 7991.33 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3286, pruned_loss=0.08938, over 2474667.78 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07172, over 21105.46 utterances.], batch size: 48, lr: 4.71e-04
2022-08-24 08:04:24,736 INFO [train.py:927] (2/8) Epoch 7, batch 15550, giga_loss[loss=0.3438, simple_loss=0.3756, pruned_loss=0.156, over 12338.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2001, over 367.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3312, pruned_loss=0.09225, over 2474463.22 frames. utt_duration=482 frames, utt_pad_proportion=0.07425, over 20598.47 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3093, pruned_loss=0.07717, over 2466666.20 frames. utt_duration=1240 frames, utt_pad_proportion=0.06234, over 7968.80 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3323, pruned_loss=0.09303, over 2474899.47 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07454, over 21741.44 utterances.], batch size: 367, lr: 4.71e-04
2022-08-24 08:06:08,653 INFO [train.py:927] (2/8) Epoch 7, batch 15600, giga_loss[loss=0.2323, simple_loss=0.3133, pruned_loss=0.07568, over 12412.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05537, over 162.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3313, pruned_loss=0.09277, over 2475133.52 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07614, over 20742.12 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.309, pruned_loss=0.07699, over 2467193.52 frames. utt_duration=1244 frames, utt_pad_proportion=0.06112, over 7941.12 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3333, pruned_loss=0.09417, over 2475356.13 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0768, over 22192.73 utterances.], batch size: 162, lr: 4.71e-04
2022-08-24 08:07:52,489 INFO [train.py:927] (2/8) Epoch 7, batch 15650, giga_loss[loss=0.2766, simple_loss=0.3423, pruned_loss=0.1055, over 12397.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0736, over 212.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3299, pruned_loss=0.09077, over 2474722.78 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07647, over 20745.49 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3086, pruned_loss=0.0769, over 2467174.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.06058, over 7916.10 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3322, pruned_loss=0.09215, over 2475015.62 frames. utt_duration=450 frames, utt_pad_proportion=0.07717, over 22072.22 utterances.], batch size: 212, lr: 4.71e-04
2022-08-24 08:09:35,620 INFO [train.py:927] (2/8) Epoch 7, batch 15700, giga_loss[loss=0.2497, simple_loss=0.3341, pruned_loss=0.08259, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3292, pruned_loss=0.08987, over 2475145.06 frames. utt_duration=489 frames, utt_pad_proportion=0.0739, over 20309.30 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3078, pruned_loss=0.07654, over 2467301.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.05899, over 7872.71 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3324, pruned_loss=0.09175, over 2475511.96 frames. utt_duration=455 frames, utt_pad_proportion=0.07533, over 21831.54 utterances.], batch size: 66, lr: 4.71e-04
2022-08-24 08:11:20,026 INFO [train.py:927] (2/8) Epoch 7, batch 15750, libri_loss[loss=0.2457, simple_loss=0.3277, pruned_loss=0.08179, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006955, over 37.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3289, pruned_loss=0.08996, over 2475092.33 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07298, over 20413.65 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3079, pruned_loss=0.0766, over 2467290.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05768, over 7845.89 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.332, pruned_loss=0.09178, over 2475587.54 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07469, over 21995.12 utterances.], batch size: 37, lr: 4.71e-04
2022-08-24 08:13:04,325 INFO [train.py:927] (2/8) Epoch 7, batch 15800, giga_loss[loss=0.2568, simple_loss=0.3249, pruned_loss=0.09435, over 12374.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03475, over 122.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3268, pruned_loss=0.08915, over 2474775.37 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06981, over 20084.09 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3082, pruned_loss=0.07686, over 2467855.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05695, over 7856.63 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3297, pruned_loss=0.09086, over 2474927.47 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07189, over 21823.77 utterances.], batch size: 122, lr: 4.71e-04
2022-08-24 08:14:51,625 INFO [train.py:927] (2/8) Epoch 7, batch 15850, giga_loss[loss=0.2566, simple_loss=0.3306, pruned_loss=0.0913, over 12314.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3242, pruned_loss=0.08797, over 2474142.16 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06725, over 19668.76 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3082, pruned_loss=0.07688, over 2467930.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05651, over 7845.09 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3267, pruned_loss=0.0894, over 2474258.41 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06928, over 21157.63 utterances.], batch size: 51, lr: 4.71e-04
2022-08-24 08:16:41,487 INFO [train.py:927] (2/8) Epoch 7, batch 15900, giga_loss[loss=0.2144, simple_loss=0.3014, pruned_loss=0.06367, over 12438.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03878, over 123.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3222, pruned_loss=0.08681, over 2474680.44 frames. utt_duration=480.1 frames, utt_pad_proportion=0.0741, over 20682.38 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3079, pruned_loss=0.07683, over 2467946.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.05639, over 7845.72 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3249, pruned_loss=0.0883, over 2474953.16 frames. utt_duration=447 frames, utt_pad_proportion=0.07543, over 22218.52 utterances.], batch size: 123, lr: 4.71e-04
2022-08-24 08:18:21,965 INFO [train.py:927] (2/8) Epoch 7, batch 15950, giga_loss[loss=0.2193, simple_loss=0.3119, pruned_loss=0.0634, over 12187.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04141, over 28.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3201, pruned_loss=0.08438, over 2474391.88 frames. utt_duration=480 frames, utt_pad_proportion=0.07027, over 20684.05 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3081, pruned_loss=0.07702, over 2467792.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.05586, over 7846.92 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3222, pruned_loss=0.08554, over 2474873.39 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07184, over 22139.68 utterances.], batch size: 28, lr: 4.71e-04
2022-08-24 08:20:10,503 INFO [train.py:927] (2/8) Epoch 7, batch 16000, giga_loss[loss=0.2768, simple_loss=0.3332, pruned_loss=0.1101, over 12386.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07451, over 212.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3172, pruned_loss=0.08347, over 2473344.99 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06622, over 19893.03 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3078, pruned_loss=0.077, over 2467477.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05545, over 7831.28 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3196, pruned_loss=0.08461, over 2474218.40 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06804, over 21428.14 utterances.], batch size: 212, lr: 4.71e-04
2022-08-24 08:21:52,855 INFO [train.py:927] (2/8) Epoch 7, batch 16050, giga_loss[loss=0.2651, simple_loss=0.3423, pruned_loss=0.09393, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3183, pruned_loss=0.08431, over 2473908.21 frames. utt_duration=490.1 frames, utt_pad_proportion=0.071, over 20251.58 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3076, pruned_loss=0.07696, over 2467543.82 frames. utt_duration=1263 frames, utt_pad_proportion=0.05527, over 7822.13 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3203, pruned_loss=0.08527, over 2474560.00 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07222, over 21511.29 utterances.], batch size: 113, lr: 4.71e-04
2022-08-24 08:23:38,177 INFO [train.py:927] (2/8) Epoch 7, batch 16100, giga_loss[loss=0.2068, simple_loss=0.2853, pruned_loss=0.06417, over 12467.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02972, over 55.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3202, pruned_loss=0.08552, over 2473910.90 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07129, over 20846.49 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3079, pruned_loss=0.0771, over 2467399.67 frames. utt_duration=1266 frames, utt_pad_proportion=0.0541, over 7803.55 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08638, over 2474751.25 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07278, over 22232.63 utterances.], batch size: 55, lr: 4.71e-04
2022-08-24 08:25:24,086 INFO [train.py:927] (2/8) Epoch 7, batch 16150, giga_loss[loss=0.218, simple_loss=0.3008, pruned_loss=0.06766, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02886, over 62.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3195, pruned_loss=0.08552, over 2474182.21 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06872, over 20322.92 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3075, pruned_loss=0.07688, over 2467648.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.05357, over 7776.62 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3214, pruned_loss=0.08652, over 2474704.74 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0703, over 21617.49 utterances.], batch size: 62, lr: 4.70e-04
2022-08-24 08:27:12,103 INFO [train.py:927] (2/8) Epoch 7, batch 16200, giga_loss[loss=0.2236, simple_loss=0.3151, pruned_loss=0.06604, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3201, pruned_loss=0.08556, over 2474623.82 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0726, over 20396.51 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3077, pruned_loss=0.07729, over 2467680.44 frames. utt_duration=1260 frames, utt_pad_proportion=0.05684, over 7845.67 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3217, pruned_loss=0.08621, over 2475173.93 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07284, over 21661.72 utterances.], batch size: 75, lr: 4.70e-04
2022-08-24 08:28:59,503 INFO [train.py:927] (2/8) Epoch 7, batch 16250, giga_loss[loss=0.2573, simple_loss=0.3298, pruned_loss=0.09243, over 12417.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08635, over 2474002.10 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07397, over 20148.54 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3076, pruned_loss=0.07753, over 2467570.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05622, over 7831.00 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3225, pruned_loss=0.08677, over 2474626.00 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07437, over 21334.16 utterances.], batch size: 75, lr: 4.70e-04
2022-08-24 08:30:46,891 INFO [train.py:927] (2/8) Epoch 7, batch 16300, giga_loss[loss=0.2304, simple_loss=0.3065, pruned_loss=0.07715, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03799, over 28.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3235, pruned_loss=0.08723, over 2474246.31 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07204, over 20940.83 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3072, pruned_loss=0.07737, over 2467459.12 frames. utt_duration=1265 frames, utt_pad_proportion=0.05596, over 7812.56 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3253, pruned_loss=0.08784, over 2474945.32 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07258, over 22063.24 utterances.], batch size: 28, lr: 4.70e-04
2022-08-24 08:32:33,876 INFO [train.py:927] (2/8) Epoch 7, batch 16350, giga_loss[loss=0.2172, simple_loss=0.2996, pruned_loss=0.06744, over 12265.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3231, pruned_loss=0.08726, over 2474681.30 frames. utt_duration=481 frames, utt_pad_proportion=0.06929, over 20642.41 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3078, pruned_loss=0.07767, over 2467585.72 frames. utt_duration=1264 frames, utt_pad_proportion=0.05556, over 7819.32 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3243, pruned_loss=0.08763, over 2475247.43 frames. utt_duration=456.3 frames, utt_pad_proportion=0.0701, over 21766.89 utterances.], batch size: 54, lr: 4.70e-04
2022-08-24 08:34:21,441 INFO [train.py:927] (2/8) Epoch 7, batch 16400, giga_loss[loss=0.2292, simple_loss=0.3143, pruned_loss=0.07202, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03309, over 75.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08821, over 2474500.71 frames. utt_duration=464 frames, utt_pad_proportion=0.07463, over 21396.78 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3082, pruned_loss=0.07771, over 2467301.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.05815, over 7859.95 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3244, pruned_loss=0.08879, over 2475461.22 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07433, over 22703.19 utterances.], batch size: 75, lr: 4.70e-04
2022-08-24 08:36:06,267 INFO [train.py:927] (2/8) Epoch 7, batch 16450, libri_loss[loss=0.2312, simple_loss=0.3083, pruned_loss=0.07704, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005314, over 34.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.322, pruned_loss=0.08738, over 2474274.97 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06974, over 20271.01 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3082, pruned_loss=0.07772, over 2467139.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05655, over 7844.93 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08817, over 2475470.41 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07047, over 21806.56 utterances.], batch size: 34, lr: 4.70e-04
2022-08-24 08:37:52,481 INFO [train.py:927] (2/8) Epoch 7, batch 16500, giga_loss[loss=0.2348, simple_loss=0.3157, pruned_loss=0.07695, over 12395.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0264, over 70.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3223, pruned_loss=0.08784, over 2474282.72 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06794, over 20015.51 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3081, pruned_loss=0.07771, over 2467189.79 frames. utt_duration=1261 frames, utt_pad_proportion=0.05614, over 7838.52 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3236, pruned_loss=0.08856, over 2475235.63 frames. utt_duration=465.6 frames, utt_pad_proportion=0.0688, over 21329.57 utterances.], batch size: 70, lr: 4.70e-04
2022-08-24 08:39:36,210 INFO [train.py:927] (2/8) Epoch 7, batch 16550, libri_loss[loss=0.1999, simple_loss=0.2835, pruned_loss=0.05812, over 12128.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00555, over 32.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3227, pruned_loss=0.0883, over 2473836.55 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07213, over 19922.93 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3082, pruned_loss=0.07789, over 2466881.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.055, over 7821.41 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08905, over 2475131.96 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07318, over 21390.12 utterances.], batch size: 32, lr: 4.70e-04
2022-08-24 08:41:21,857 INFO [train.py:927] (2/8) Epoch 7, batch 16600, giga_loss[loss=0.2902, simple_loss=0.346, pruned_loss=0.1172, over 12349.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02473, over 45.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3242, pruned_loss=0.09023, over 2473828.46 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07517, over 20122.54 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3083, pruned_loss=0.07798, over 2467204.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.05434, over 7827.14 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3257, pruned_loss=0.0911, over 2474820.65 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07628, over 21698.52 utterances.], batch size: 45, lr: 4.70e-04
2022-08-24 08:43:04,886 INFO [train.py:927] (2/8) Epoch 7, batch 16650, giga_loss[loss=0.2584, simple_loss=0.3348, pruned_loss=0.09106, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03189, over 40.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3247, pruned_loss=0.0898, over 2473842.51 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07162, over 19678.31 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.07785, over 2467017.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.05394, over 7815.88 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3262, pruned_loss=0.0907, over 2474852.97 frames. utt_duration=472 frames, utt_pad_proportion=0.07293, over 21036.42 utterances.], batch size: 40, lr: 4.70e-04
2022-08-24 08:44:50,180 INFO [train.py:927] (2/8) Epoch 7, batch 16700, giga_loss[loss=0.2811, simple_loss=0.3487, pruned_loss=0.1067, over 12377.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04537, over 146.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3259, pruned_loss=0.09101, over 2474043.20 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07596, over 20687.31 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3081, pruned_loss=0.07797, over 2467297.58 frames. utt_duration=1268 frames, utt_pad_proportion=0.05286, over 7794.77 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.3276, pruned_loss=0.09197, over 2474811.59 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07725, over 22139.82 utterances.], batch size: 146, lr: 4.70e-04
2022-08-24 08:46:32,937 INFO [train.py:927] (2/8) Epoch 7, batch 16750, giga_loss[loss=0.3161, simple_loss=0.3686, pruned_loss=0.1318, over 12380.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06454, over 183.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3274, pruned_loss=0.0927, over 2474271.49 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07485, over 20846.61 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3081, pruned_loss=0.07824, over 2467240.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05206, over 7779.16 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3295, pruned_loss=0.09379, over 2475202.66 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07652, over 22560.68 utterances.], batch size: 183, lr: 4.70e-04
2022-08-24 08:48:16,025 INFO [train.py:927] (2/8) Epoch 7, batch 16800, giga_loss[loss=0.2846, simple_loss=0.3488, pruned_loss=0.1102, over 12413.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06231, over 183.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3277, pruned_loss=0.0918, over 2474626.06 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07438, over 20745.48 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3081, pruned_loss=0.07815, over 2467641.88 frames. utt_duration=1274 frames, utt_pad_proportion=0.0511, over 7758.80 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3298, pruned_loss=0.09307, over 2475163.16 frames. utt_duration=443 frames, utt_pad_proportion=0.0762, over 22422.88 utterances.], batch size: 183, lr: 4.70e-04
2022-08-24 08:50:00,295 INFO [train.py:927] (2/8) Epoch 7, batch 16850, giga_loss[loss=0.2732, simple_loss=0.344, pruned_loss=0.1012, over 12390.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05878, over 182.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08992, over 2474254.34 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07413, over 20492.76 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3077, pruned_loss=0.07787, over 2467322.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.04996, over 7719.78 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3281, pruned_loss=0.09162, over 2475197.09 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07623, over 22298.91 utterances.], batch size: 182, lr: 4.69e-04
2022-08-24 08:51:43,790 INFO [train.py:927] (2/8) Epoch 7, batch 16900, giga_loss[loss=0.2305, simple_loss=0.311, pruned_loss=0.07496, over 12439.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03666, over 40.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3238, pruned_loss=0.08866, over 2473898.36 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07136, over 19741.40 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3071, pruned_loss=0.07758, over 2466878.71 frames. utt_duration=1285 frames, utt_pad_proportion=0.04927, over 7690.65 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3268, pruned_loss=0.09049, over 2475178.20 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07363, over 21431.46 utterances.], batch size: 40, lr: 4.69e-04
2022-08-24 08:53:32,438 INFO [train.py:927] (2/8) Epoch 7, batch 16950, giga_loss[loss=0.2084, simple_loss=0.2889, pruned_loss=0.06395, over 12306.00 frames. utt_duration=747.1 frames, utt_pad_proportion=0.03223, over 66.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3234, pruned_loss=0.0889, over 2474037.60 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07129, over 19763.29 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3067, pruned_loss=0.07745, over 2466617.40 frames. utt_duration=1289 frames, utt_pad_proportion=0.04887, over 7662.04 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3264, pruned_loss=0.09067, over 2475426.35 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07333, over 21344.88 utterances.], batch size: 66, lr: 4.69e-04
2022-08-24 08:55:19,962 INFO [train.py:927] (2/8) Epoch 7, batch 17000, giga_loss[loss=0.2435, simple_loss=0.3248, pruned_loss=0.08105, over 12369.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03558, over 122.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3243, pruned_loss=0.08999, over 2474445.56 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07182, over 20270.71 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3065, pruned_loss=0.07729, over 2466498.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.04831, over 7646.20 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.327, pruned_loss=0.09167, over 2475743.33 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07361, over 21684.88 utterances.], batch size: 122, lr: 4.69e-04
2022-08-24 08:57:03,623 INFO [train.py:927] (2/8) Epoch 7, batch 17050, giga_loss[loss=0.2936, simple_loss=0.3462, pruned_loss=0.1205, over 12363.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1124, over 260.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3262, pruned_loss=0.09155, over 2474519.55 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07377, over 20531.63 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.307, pruned_loss=0.07765, over 2466767.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.05137, over 7706.17 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3284, pruned_loss=0.09294, over 2475524.07 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07435, over 21953.25 utterances.], batch size: 260, lr: 4.69e-04
2022-08-24 08:58:49,122 INFO [train.py:927] (2/8) Epoch 7, batch 17100, giga_loss[loss=0.2342, simple_loss=0.3194, pruned_loss=0.07452, over 12460.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04593, over 34.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3264, pruned_loss=0.09142, over 2474847.89 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07596, over 20741.43 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3071, pruned_loss=0.07788, over 2467009.50 frames. utt_duration=1268 frames, utt_pad_proportion=0.05608, over 7790.00 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3286, pruned_loss=0.09265, over 2475618.35 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07501, over 22089.67 utterances.], batch size: 34, lr: 4.69e-04
2022-08-24 09:00:35,116 INFO [train.py:927] (2/8) Epoch 7, batch 17150, giga_loss[loss=0.2259, simple_loss=0.3038, pruned_loss=0.07395, over 12234.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.325, pruned_loss=0.09007, over 2474736.24 frames. utt_duration=479 frames, utt_pad_proportion=0.07435, over 20730.95 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3069, pruned_loss=0.07773, over 2467145.29 frames. utt_duration=1269 frames, utt_pad_proportion=0.0561, over 7784.31 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3272, pruned_loss=0.09132, over 2475326.73 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07376, over 21966.04 utterances.], batch size: 39, lr: 4.69e-04
2022-08-24 09:02:19,673 INFO [train.py:927] (2/8) Epoch 7, batch 17200, giga_loss[loss=0.2519, simple_loss=0.3146, pruned_loss=0.09458, over 12333.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1962, over 365.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3239, pruned_loss=0.0897, over 2474642.62 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07441, over 20790.91 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3071, pruned_loss=0.07785, over 2467317.12 frames. utt_duration=1272 frames, utt_pad_proportion=0.05578, over 7765.58 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3257, pruned_loss=0.09076, over 2475067.39 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07408, over 21950.10 utterances.], batch size: 365, lr: 4.69e-04
2022-08-24 09:04:06,869 INFO [train.py:927] (2/8) Epoch 7, batch 17250, libri_loss[loss=0.3195, simple_loss=0.4032, pruned_loss=0.1179, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01261, over 40.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3211, pruned_loss=0.08845, over 2474938.48 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07336, over 20676.41 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3074, pruned_loss=0.07805, over 2467650.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.0546, over 7746.96 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3226, pruned_loss=0.08939, over 2475167.22 frames. utt_duration=452 frames, utt_pad_proportion=0.07373, over 21973.79 utterances.], batch size: 40, lr: 4.69e-04
2022-08-24 09:05:51,180 INFO [train.py:927] (2/8) Epoch 7, batch 17300, giga_loss[loss=0.2653, simple_loss=0.3388, pruned_loss=0.09589, over 12400.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3186, pruned_loss=0.08714, over 2475054.08 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06947, over 20238.70 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3072, pruned_loss=0.07797, over 2467839.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.05379, over 7724.17 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3202, pruned_loss=0.08813, over 2475204.67 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07036, over 21516.42 utterances.], batch size: 212, lr: 4.69e-04
2022-08-24 09:07:36,208 INFO [train.py:927] (2/8) Epoch 7, batch 17350, giga_loss[loss=0.2267, simple_loss=0.3138, pruned_loss=0.06976, over 12456.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04048, over 114.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3185, pruned_loss=0.08496, over 2475262.17 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06445, over 20269.17 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3071, pruned_loss=0.07807, over 2467429.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.0528, over 7705.18 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3202, pruned_loss=0.08595, over 2475953.40 frames. utt_duration=458.2 frames, utt_pad_proportion=0.06591, over 21682.95 utterances.], batch size: 114, lr: 4.69e-04
2022-08-24 09:09:20,809 INFO [train.py:927] (2/8) Epoch 7, batch 17400, giga_loss[loss=0.2125, simple_loss=0.3, pruned_loss=0.0625, over 12429.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3165, pruned_loss=0.08191, over 2476016.13 frames. utt_duration=460.3 frames, utt_pad_proportion=0.06512, over 21584.34 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.307, pruned_loss=0.07804, over 2467484.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.05259, over 7700.66 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.318, pruned_loss=0.08272, over 2476544.80 frames. utt_duration=436.8 frames, utt_pad_proportion=0.06624, over 22757.41 utterances.], batch size: 183, lr: 4.69e-04
2022-08-24 09:11:03,168 INFO [train.py:927] (2/8) Epoch 7, batch 17450, giga_loss[loss=0.2256, simple_loss=0.3179, pruned_loss=0.06668, over 12423.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03182, over 80.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3144, pruned_loss=0.07881, over 2475758.92 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06507, over 22039.28 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3073, pruned_loss=0.07837, over 2467396.14 frames. utt_duration=1283 frames, utt_pad_proportion=0.05178, over 7702.10 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3155, pruned_loss=0.07921, over 2476459.96 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06633, over 23311.42 utterances.], batch size: 80, lr: 4.69e-04
2022-08-24 09:12:48,381 INFO [train.py:927] (2/8) Epoch 7, batch 17500, giga_loss[loss=0.2199, simple_loss=0.3098, pruned_loss=0.06498, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04355, over 146.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.314, pruned_loss=0.07735, over 2475479.00 frames. utt_duration=447.4 frames, utt_pad_proportion=0.06491, over 22204.45 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3069, pruned_loss=0.07825, over 2467080.49 frames. utt_duration=1287 frames, utt_pad_proportion=0.05085, over 7678.72 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3153, pruned_loss=0.07775, over 2476517.99 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06626, over 23560.00 utterances.], batch size: 146, lr: 4.69e-04
2022-08-24 09:14:30,235 INFO [train.py:927] (2/8) Epoch 7, batch 17550, giga_loss[loss=0.196, simple_loss=0.2854, pruned_loss=0.05334, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03776, over 113.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3116, pruned_loss=0.07543, over 2475546.98 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06811, over 23064.36 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3072, pruned_loss=0.07836, over 2466958.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.05034, over 7680.57 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3125, pruned_loss=0.07562, over 2476592.34 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06923, over 24347.42 utterances.], batch size: 113, lr: 4.69e-04
2022-08-24 09:16:16,198 INFO [train.py:927] (2/8) Epoch 7, batch 17600, giga_loss[loss=0.2369, simple_loss=0.3189, pruned_loss=0.07745, over 12399.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05637, over 162.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3105, pruned_loss=0.07395, over 2475797.00 frames. utt_duration=417.5 frames, utt_pad_proportion=0.068, over 23804.77 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3076, pruned_loss=0.07857, over 2466836.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.05026, over 7689.70 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3109, pruned_loss=0.0739, over 2476791.93 frames. utt_duration=398.7 frames, utt_pad_proportion=0.06896, over 24940.98 utterances.], batch size: 162, lr: 4.68e-04
2022-08-24 09:17:59,894 INFO [train.py:927] (2/8) Epoch 7, batch 17650, giga_loss[loss=0.202, simple_loss=0.281, pruned_loss=0.06151, over 12378.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3084, pruned_loss=0.07217, over 2476131.62 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06708, over 23458.90 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3076, pruned_loss=0.07869, over 2467207.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.04927, over 7685.50 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3087, pruned_loss=0.07188, over 2476792.24 frames. utt_duration=402 frames, utt_pad_proportion=0.06829, over 24734.94 utterances.], batch size: 259, lr: 4.68e-04
2022-08-24 09:19:47,643 INFO [train.py:927] (2/8) Epoch 7, batch 17700, giga_loss[loss=0.2489, simple_loss=0.3102, pruned_loss=0.09383, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3047, pruned_loss=0.06939, over 2476266.28 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06468, over 23311.28 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3078, pruned_loss=0.07871, over 2467021.82 frames. utt_duration=1287 frames, utt_pad_proportion=0.04891, over 7676.69 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3048, pruned_loss=0.06907, over 2477039.12 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06587, over 24462.13 utterances.], batch size: 258, lr: 4.68e-04
2022-08-24 09:21:33,195 INFO [train.py:927] (2/8) Epoch 7, batch 17750, giga_loss[loss=0.2637, simple_loss=0.3289, pruned_loss=0.09926, over 12391.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3083, pruned_loss=0.06992, over 2476012.60 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07073, over 24134.23 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3122, pruned_loss=0.07887, over 2466922.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05771, over 7822.93 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3042, pruned_loss=0.06935, over 2476931.63 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06943, over 25281.98 utterances.], batch size: 259, lr: 4.68e-04
2022-08-24 09:23:30,154 INFO [train.py:927] (2/8) Epoch 7, batch 17800, giga_loss[loss=0.2017, simple_loss=0.3012, pruned_loss=0.05116, over 12390.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0412, over 133.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.31, pruned_loss=0.06987, over 2476618.96 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06973, over 24361.45 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3127, pruned_loss=0.07898, over 2467229.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.05703, over 7814.59 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3064, pruned_loss=0.06923, over 2477206.97 frames. utt_duration=390.3 frames, utt_pad_proportion=0.069, over 25483.24 utterances.], batch size: 133, lr: 4.68e-04
2022-08-24 09:25:37,799 INFO [train.py:927] (2/8) Epoch 7, batch 17850, giga_loss[loss=0.192, simple_loss=0.2899, pruned_loss=0.04702, over 12260.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02835, over 54.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3073, pruned_loss=0.06798, over 2477459.77 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06462, over 24210.75 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3124, pruned_loss=0.07875, over 2467410.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05685, over 7808.38 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3047, pruned_loss=0.06756, over 2477906.60 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06433, over 25322.59 utterances.], batch size: 54, lr: 4.68e-04
2022-08-24 09:27:46,998 INFO [train.py:927] (2/8) Epoch 7, batch 17900, giga_loss[loss=0.2604, simple_loss=0.3556, pruned_loss=0.0826, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02488, over 45.00 utterances.], tot_loss[loss=0.219, simple_loss=0.305, pruned_loss=0.06646, over 2477349.64 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06843, over 24515.69 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3125, pruned_loss=0.07907, over 2467361.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.06059, over 7901.93 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3026, pruned_loss=0.06553, over 2477998.13 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06696, over 25738.11 utterances.], batch size: 45, lr: 4.68e-04
2022-08-24 09:29:51,426 INFO [train.py:927] (2/8) Epoch 7, batch 17950, giga_loss[loss=0.1957, simple_loss=0.2849, pruned_loss=0.05326, over 12432.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.02891, over 75.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3014, pruned_loss=0.06533, over 2477078.33 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06889, over 23807.91 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3124, pruned_loss=0.07917, over 2467363.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.06427, over 7981.61 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2994, pruned_loss=0.06417, over 2477862.98 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06678, over 25146.08 utterances.], batch size: 75, lr: 4.68e-04
2022-08-24 09:31:46,257 INFO [train.py:927] (2/8) Epoch 7, batch 18000, libri_loss[loss=0.216, simple_loss=0.2973, pruned_loss=0.06738, over 12369.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01023, over 38.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2996, pruned_loss=0.06491, over 2477472.82 frames. utt_duration=397.1 frames, utt_pad_proportion=0.07346, over 25035.20 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3121, pruned_loss=0.07906, over 2467531.77 frames. utt_duration=1241 frames, utt_pad_proportion=0.06281, over 7961.44 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2979, pruned_loss=0.0637, over 2478236.43 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07211, over 26586.81 utterances.], batch size: 38, lr: 4.68e-04
2022-08-24 09:31:46,258 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 09:32:01,611 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.1819, simple_loss=0.2922, pruned_loss=0.03583, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 09:34:13,436 INFO [train.py:927] (2/8) Epoch 7, batch 18050, giga_loss[loss=0.2095, simple_loss=0.2945, pruned_loss=0.06226, over 12406.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2988, pruned_loss=0.06393, over 2477047.65 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07676, over 25405.62 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3118, pruned_loss=0.0789, over 2467259.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06169, over 7938.88 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2974, pruned_loss=0.06272, over 2478160.23 frames. utt_duration=366.5 frames, utt_pad_proportion=0.0759, over 27141.75 utterances.], batch size: 113, lr: 4.68e-04
2022-08-24 09:36:22,613 INFO [train.py:927] (2/8) Epoch 7, batch 18100, giga_loss[loss=0.2166, simple_loss=0.3029, pruned_loss=0.06515, over 12441.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04773, over 147.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06308, over 2476356.38 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07412, over 24947.66 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3114, pruned_loss=0.07878, over 2467011.80 frames. utt_duration=1250 frames, utt_pad_proportion=0.06056, over 7905.66 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2957, pruned_loss=0.06188, over 2477699.88 frames. utt_duration=371.5 frames, utt_pad_proportion=0.07398, over 26766.04 utterances.], batch size: 147, lr: 4.68e-04
2022-08-24 09:38:27,105 INFO [train.py:927] (2/8) Epoch 7, batch 18150, giga_loss[loss=0.221, simple_loss=0.3146, pruned_loss=0.06369, over 12366.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2999, pruned_loss=0.06359, over 2476999.04 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07585, over 25896.19 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3116, pruned_loss=0.07903, over 2467183.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.0641, over 7975.23 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2987, pruned_loss=0.06231, over 2477992.32 frames. utt_duration=362.7 frames, utt_pad_proportion=0.07488, over 27424.68 utterances.], batch size: 97, lr: 4.68e-04
2022-08-24 09:40:33,188 INFO [train.py:927] (2/8) Epoch 7, batch 18200, libri_loss[loss=0.3031, simple_loss=0.3674, pruned_loss=0.1194, over 12383.00 frames. utt_duration=435.8 frames, utt_pad_proportion=0.3159, over 114.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3005, pruned_loss=0.06286, over 2477417.20 frames. utt_duration=380.8 frames, utt_pad_proportion=0.07732, over 26106.07 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3118, pruned_loss=0.07922, over 2467426.63 frames. utt_duration=1218 frames, utt_pad_proportion=0.07149, over 8115.09 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2992, pruned_loss=0.06135, over 2478175.65 frames. utt_duration=361.3 frames, utt_pad_proportion=0.07454, over 27529.99 utterances.], batch size: 114, lr: 4.68e-04
2022-08-24 09:42:37,408 INFO [train.py:927] (2/8) Epoch 7, batch 18250, giga_loss[loss=0.203, simple_loss=0.2901, pruned_loss=0.0579, over 12424.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.029, over 80.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.3007, pruned_loss=0.06284, over 2477443.59 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07274, over 24527.47 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3122, pruned_loss=0.07931, over 2467455.09 frames. utt_duration=1221 frames, utt_pad_proportion=0.07043, over 8092.00 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2991, pruned_loss=0.06125, over 2478204.18 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07093, over 25987.37 utterances.], batch size: 80, lr: 4.68e-04
2022-08-24 09:45:11,599 INFO [train.py:927] (2/8) Epoch 7, batch 18300, giga_loss[loss=0.2001, simple_loss=0.2847, pruned_loss=0.05779, over 12323.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02646, over 79.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3018, pruned_loss=0.06392, over 2477814.93 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06737, over 24493.53 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3117, pruned_loss=0.07924, over 2467189.56 frames. utt_duration=1224 frames, utt_pad_proportion=0.06992, over 8073.73 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.3007, pruned_loss=0.06238, over 2478884.60 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06637, over 26026.88 utterances.], batch size: 79, lr: 4.68e-04
2022-08-24 09:47:19,872 INFO [train.py:927] (2/8) Epoch 7, batch 18350, giga_loss[loss=0.1904, simple_loss=0.2704, pruned_loss=0.05525, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02633, over 48.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2981, pruned_loss=0.06231, over 2478061.61 frames. utt_duration=396.7 frames, utt_pad_proportion=0.0705, over 25063.64 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3116, pruned_loss=0.07915, over 2467152.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06942, over 8058.02 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2972, pruned_loss=0.06102, over 2479043.57 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06971, over 26446.34 utterances.], batch size: 48, lr: 4.67e-04
2022-08-24 09:49:24,042 INFO [train.py:927] (2/8) Epoch 7, batch 18400, giga_loss[loss=0.2342, simple_loss=0.3287, pruned_loss=0.06981, over 12433.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04677, over 161.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2989, pruned_loss=0.06281, over 2478635.74 frames. utt_duration=394 frames, utt_pad_proportion=0.07144, over 25238.67 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3125, pruned_loss=0.07985, over 2467347.47 frames. utt_duration=1201 frames, utt_pad_proportion=0.07803, over 8227.88 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2973, pruned_loss=0.06102, over 2479388.41 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06861, over 26406.32 utterances.], batch size: 161, lr: 4.67e-04
2022-08-24 09:51:30,746 INFO [train.py:927] (2/8) Epoch 7, batch 18450, giga_loss[loss=0.2093, simple_loss=0.2907, pruned_loss=0.06394, over 12411.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03301, over 80.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.0631, over 2478564.54 frames. utt_duration=394.8 frames, utt_pad_proportion=0.069, over 25188.58 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3124, pruned_loss=0.0798, over 2467216.10 frames. utt_duration=1203 frames, utt_pad_proportion=0.07747, over 8210.62 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.297, pruned_loss=0.06159, over 2479377.68 frames. utt_duration=378.6 frames, utt_pad_proportion=0.067, over 26274.41 utterances.], batch size: 80, lr: 4.67e-04
2022-08-24 09:53:34,464 INFO [train.py:927] (2/8) Epoch 7, batch 18500, giga_loss[loss=0.1837, simple_loss=0.2812, pruned_loss=0.0431, over 12406.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02837, over 62.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2994, pruned_loss=0.06433, over 2479041.97 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06548, over 24950.00 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3125, pruned_loss=0.07985, over 2467440.83 frames. utt_duration=1203 frames, utt_pad_proportion=0.07688, over 8214.53 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2981, pruned_loss=0.06281, over 2479702.52 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06412, over 26101.81 utterances.], batch size: 62, lr: 4.67e-04
2022-08-24 09:55:56,857 INFO [train.py:927] (2/8) Epoch 7, batch 18550, giga_loss[loss=0.2184, simple_loss=0.3044, pruned_loss=0.06621, over 12361.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3008, pruned_loss=0.06409, over 2478524.43 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06386, over 24616.93 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.313, pruned_loss=0.07973, over 2467367.77 frames. utt_duration=1207 frames, utt_pad_proportion=0.07606, over 8187.41 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2991, pruned_loss=0.0628, over 2479271.65 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06305, over 25782.49 utterances.], batch size: 97, lr: 4.67e-04
2022-08-24 09:58:06,292 INFO [train.py:927] (2/8) Epoch 7, batch 18600, giga_loss[loss=0.177, simple_loss=0.2659, pruned_loss=0.04402, over 12409.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.0591, over 182.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2982, pruned_loss=0.06387, over 2478333.94 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06649, over 24541.54 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3132, pruned_loss=0.07996, over 2467399.28 frames. utt_duration=1192 frames, utt_pad_proportion=0.07973, over 8287.27 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2962, pruned_loss=0.06213, over 2479250.18 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06443, over 25888.43 utterances.], batch size: 182, lr: 4.67e-04
2022-08-24 10:00:01,865 INFO [train.py:927] (2/8) Epoch 7, batch 18650, giga_loss[loss=0.2099, simple_loss=0.2878, pruned_loss=0.06602, over 12430.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05698, over 182.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2934, pruned_loss=0.06207, over 2477961.98 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06759, over 24453.29 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3127, pruned_loss=0.07989, over 2467070.11 frames. utt_duration=1199 frames, utt_pad_proportion=0.07844, over 8241.39 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2919, pruned_loss=0.0603, over 2479247.74 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06614, over 25990.26 utterances.], batch size: 182, lr: 4.67e-04
2022-08-24 10:01:58,055 INFO [train.py:927] (2/8) Epoch 7, batch 18700, giga_loss[loss=0.1916, simple_loss=0.2799, pruned_loss=0.05167, over 12467.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03151, over 86.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2939, pruned_loss=0.06274, over 2477930.59 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06942, over 24633.60 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3133, pruned_loss=0.08055, over 2467460.74 frames. utt_duration=1203 frames, utt_pad_proportion=0.07629, over 8215.40 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2915, pruned_loss=0.06018, over 2478943.86 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06868, over 26407.34 utterances.], batch size: 86, lr: 4.67e-04
2022-08-24 10:04:01,908 INFO [train.py:927] (2/8) Epoch 7, batch 18750, giga_loss[loss=0.1929, simple_loss=0.2789, pruned_loss=0.05349, over 12447.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.03057, over 122.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.06151, over 2477708.43 frames. utt_duration=404.8 frames, utt_pad_proportion=0.0692, over 24555.07 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3137, pruned_loss=0.08089, over 2467320.04 frames. utt_duration=1191 frames, utt_pad_proportion=0.07989, over 8295.86 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2903, pruned_loss=0.05895, over 2478761.68 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06757, over 26098.02 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 10:06:17,698 INFO [train.py:927] (2/8) Epoch 7, batch 18800, libri_loss[loss=0.2313, simple_loss=0.3173, pruned_loss=0.07266, over 12280.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006666, over 32.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2923, pruned_loss=0.0613, over 2477853.50 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06941, over 24549.96 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.314, pruned_loss=0.08088, over 2467438.64 frames. utt_duration=1195 frames, utt_pad_proportion=0.07869, over 8271.14 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2896, pruned_loss=0.0589, over 2478766.32 frames. utt_duration=381 frames, utt_pad_proportion=0.0684, over 26102.89 utterances.], batch size: 32, lr: 4.67e-04
2022-08-24 10:08:18,981 INFO [train.py:927] (2/8) Epoch 7, batch 18850, giga_loss[loss=0.1817, simple_loss=0.2724, pruned_loss=0.04553, over 12377.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04222, over 133.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2924, pruned_loss=0.06218, over 2477633.36 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07356, over 25384.57 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3139, pruned_loss=0.08074, over 2467383.73 frames. utt_duration=1196 frames, utt_pad_proportion=0.07818, over 8264.40 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2902, pruned_loss=0.06025, over 2478485.64 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07268, over 26746.62 utterances.], batch size: 133, lr: 4.67e-04
2022-08-24 10:10:14,288 INFO [train.py:927] (2/8) Epoch 7, batch 18900, giga_loss[loss=0.2041, simple_loss=0.2943, pruned_loss=0.05695, over 12339.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03199, over 85.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.292, pruned_loss=0.06154, over 2477134.04 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07629, over 25760.75 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3145, pruned_loss=0.08116, over 2467388.97 frames. utt_duration=1164 frames, utt_pad_proportion=0.08931, over 8488.77 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2894, pruned_loss=0.05935, over 2477999.75 frames. utt_duration=369 frames, utt_pad_proportion=0.07254, over 26948.78 utterances.], batch size: 85, lr: 4.67e-04
2022-08-24 10:12:09,291 INFO [train.py:927] (2/8) Epoch 7, batch 18950, giga_loss[loss=0.2239, simple_loss=0.3051, pruned_loss=0.07138, over 12432.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.03133, over 122.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2948, pruned_loss=0.06245, over 2477563.72 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07732, over 25966.08 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3147, pruned_loss=0.08128, over 2467723.81 frames. utt_duration=1154 frames, utt_pad_proportion=0.09161, over 8566.34 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2919, pruned_loss=0.06008, over 2478226.96 frames. utt_duration=364.3 frames, utt_pad_proportion=0.07352, over 27303.11 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 10:14:09,259 INFO [train.py:927] (2/8) Epoch 7, batch 19000, giga_loss[loss=0.192, simple_loss=0.2813, pruned_loss=0.05138, over 12423.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03862, over 133.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2955, pruned_loss=0.06265, over 2477607.57 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07733, over 26259.81 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3147, pruned_loss=0.08126, over 2467789.80 frames. utt_duration=1148 frames, utt_pad_proportion=0.09361, over 8607.16 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2927, pruned_loss=0.06033, over 2478274.55 frames. utt_duration=359.3 frames, utt_pad_proportion=0.07358, over 27680.51 utterances.], batch size: 133, lr: 4.67e-04
2022-08-24 10:16:08,407 INFO [train.py:927] (2/8) Epoch 7, batch 19050, giga_loss[loss=0.2018, simple_loss=0.2953, pruned_loss=0.05412, over 12435.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2936, pruned_loss=0.061, over 2477548.03 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07208, over 25268.30 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3144, pruned_loss=0.08102, over 2467821.32 frames. utt_duration=1152 frames, utt_pad_proportion=0.09118, over 8578.24 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.291, pruned_loss=0.05871, over 2478381.89 frames. utt_duration=368.5 frames, utt_pad_proportion=0.06978, over 26990.05 utterances.], batch size: 146, lr: 4.67e-04
2022-08-24 10:18:07,543 INFO [train.py:927] (2/8) Epoch 7, batch 19100, giga_loss[loss=0.2222, simple_loss=0.3156, pruned_loss=0.06436, over 12446.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.0607, over 2477273.67 frames. utt_duration=388.3 frames, utt_pad_proportion=0.07216, over 25596.81 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.314, pruned_loss=0.08075, over 2467780.14 frames. utt_duration=1156 frames, utt_pad_proportion=0.09018, over 8551.71 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.29, pruned_loss=0.05885, over 2478112.28 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07058, over 27204.84 utterances.], batch size: 105, lr: 4.67e-04
2022-08-24 10:20:05,882 INFO [train.py:927] (2/8) Epoch 7, batch 19150, giga_loss[loss=0.206, simple_loss=0.2884, pruned_loss=0.06176, over 12324.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03487, over 58.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06148, over 2477515.11 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06932, over 24792.53 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.0806, over 2467915.60 frames. utt_duration=1160 frames, utt_pad_proportion=0.08845, over 8521.85 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.292, pruned_loss=0.0595, over 2478380.77 frames. utt_duration=373 frames, utt_pad_proportion=0.06853, over 26660.66 utterances.], batch size: 58, lr: 4.66e-04
2022-08-24 10:22:01,983 INFO [train.py:927] (2/8) Epoch 7, batch 19200, giga_loss[loss=0.2104, simple_loss=0.3064, pruned_loss=0.0572, over 12391.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03469, over 122.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2962, pruned_loss=0.06269, over 2477526.91 frames. utt_duration=396.2 frames, utt_pad_proportion=0.0693, over 25090.01 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08057, over 2467928.33 frames. utt_duration=1163 frames, utt_pad_proportion=0.08744, over 8501.12 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2945, pruned_loss=0.0609, over 2478340.03 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06891, over 26823.12 utterances.], batch size: 122, lr: 4.66e-04
2022-08-24 10:24:14,817 INFO [train.py:927] (2/8) Epoch 7, batch 19250, giga_loss[loss=0.1905, simple_loss=0.2869, pruned_loss=0.0471, over 12358.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03022, over 70.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2966, pruned_loss=0.06291, over 2476895.36 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07018, over 25113.17 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3126, pruned_loss=0.08019, over 2467680.23 frames. utt_duration=1174 frames, utt_pad_proportion=0.08549, over 8420.76 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2955, pruned_loss=0.06126, over 2478071.42 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07027, over 27118.63 utterances.], batch size: 70, lr: 4.66e-04
2022-08-24 10:26:17,726 INFO [train.py:927] (2/8) Epoch 7, batch 19300, giga_loss[loss=0.2144, simple_loss=0.2991, pruned_loss=0.06482, over 12380.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03569, over 113.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2961, pruned_loss=0.06288, over 2477262.27 frames. utt_duration=401 frames, utt_pad_proportion=0.06661, over 24782.42 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3128, pruned_loss=0.08029, over 2467745.15 frames. utt_duration=1176 frames, utt_pad_proportion=0.08443, over 8407.57 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2948, pruned_loss=0.06117, over 2478305.69 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06712, over 26678.45 utterances.], batch size: 113, lr: 4.66e-04
2022-08-24 10:28:27,289 INFO [train.py:927] (2/8) Epoch 7, batch 19350, libri_loss[loss=0.2704, simple_loss=0.3618, pruned_loss=0.08954, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00559, over 34.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.06274, over 2477582.71 frames. utt_duration=384.7 frames, utt_pad_proportion=0.0705, over 25839.58 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3132, pruned_loss=0.08035, over 2467821.60 frames. utt_duration=1177 frames, utt_pad_proportion=0.08378, over 8398.50 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2939, pruned_loss=0.06117, over 2478418.95 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07081, over 27494.53 utterances.], batch size: 34, lr: 4.66e-04
2022-08-24 10:30:27,639 INFO [train.py:927] (2/8) Epoch 7, batch 19400, giga_loss[loss=0.1966, simple_loss=0.2858, pruned_loss=0.05368, over 12377.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05534, over 181.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2949, pruned_loss=0.06218, over 2477731.97 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06889, over 25538.84 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3131, pruned_loss=0.08014, over 2468037.34 frames. utt_duration=1181 frames, utt_pad_proportion=0.08258, over 8371.78 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2935, pruned_loss=0.06081, over 2478362.66 frames. utt_duration=365.8 frames, utt_pad_proportion=0.06949, over 27186.53 utterances.], batch size: 181, lr: 4.66e-04
2022-08-24 10:32:27,667 INFO [train.py:927] (2/8) Epoch 7, batch 19450, giga_loss[loss=0.2458, simple_loss=0.3306, pruned_loss=0.08049, over 12423.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07713, over 213.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2952, pruned_loss=0.06078, over 2477610.64 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06686, over 24683.51 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.08025, over 2468166.15 frames. utt_duration=1182 frames, utt_pad_proportion=0.08161, over 8363.25 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2934, pruned_loss=0.05936, over 2478127.02 frames. utt_duration=379.3 frames, utt_pad_proportion=0.0677, over 26218.69 utterances.], batch size: 213, lr: 4.66e-04
2022-08-24 10:34:22,743 INFO [train.py:927] (2/8) Epoch 7, batch 19500, giga_loss[loss=0.1984, simple_loss=0.2938, pruned_loss=0.05156, over 12373.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04265, over 133.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06012, over 2477837.13 frames. utt_duration=406 frames, utt_pad_proportion=0.06616, over 24481.79 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.08023, over 2468222.04 frames. utt_duration=1181 frames, utt_pad_proportion=0.08052, over 8367.99 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05856, over 2478408.60 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06707, over 26069.55 utterances.], batch size: 133, lr: 4.66e-04
2022-08-24 10:36:29,284 INFO [train.py:927] (2/8) Epoch 7, batch 19550, giga_loss[loss=0.2088, simple_loss=0.3038, pruned_loss=0.05693, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.0606, over 2477551.26 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06873, over 25246.72 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3136, pruned_loss=0.08042, over 2467971.55 frames. utt_duration=1171 frames, utt_pad_proportion=0.08339, over 8440.07 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05864, over 2478492.52 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06826, over 26897.76 utterances.], batch size: 113, lr: 4.66e-04
2022-08-24 10:38:43,456 INFO [train.py:927] (2/8) Epoch 7, batch 19600, giga_loss[loss=0.1685, simple_loss=0.2531, pruned_loss=0.04192, over 12370.00 frames. utt_duration=140.6 frames, utt_pad_proportion=0.1732, over 355.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.06077, over 2477191.29 frames. utt_duration=395.3 frames, utt_pad_proportion=0.0696, over 25145.77 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3135, pruned_loss=0.08034, over 2467739.85 frames. utt_duration=1178 frames, utt_pad_proportion=0.08116, over 8393.37 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2944, pruned_loss=0.05863, over 2478465.00 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06964, over 27045.57 utterances.], batch size: 355, lr: 4.66e-04
2022-08-24 10:40:55,344 INFO [train.py:927] (2/8) Epoch 7, batch 19650, giga_loss[loss=0.2194, simple_loss=0.3043, pruned_loss=0.06728, over 12381.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.0667, over 210.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06158, over 2476856.16 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06853, over 24310.55 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3129, pruned_loss=0.08022, over 2467779.68 frames. utt_duration=1186 frames, utt_pad_proportion=0.07909, over 8333.53 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2966, pruned_loss=0.05935, over 2478126.87 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06913, over 26402.93 utterances.], batch size: 210, lr: 4.66e-04
2022-08-24 10:43:18,595 INFO [train.py:927] (2/8) Epoch 7, batch 19700, giga_loss[loss=0.1997, simple_loss=0.2881, pruned_loss=0.05563, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03616, over 113.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.296, pruned_loss=0.06041, over 2476962.08 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06551, over 23366.17 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3129, pruned_loss=0.08029, over 2467794.55 frames. utt_duration=1184 frames, utt_pad_proportion=0.07918, over 8347.08 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2945, pruned_loss=0.05844, over 2478028.09 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06617, over 25134.46 utterances.], batch size: 113, lr: 4.66e-04
2022-08-24 10:45:26,921 INFO [train.py:927] (2/8) Epoch 7, batch 19750, giga_loss[loss=0.1978, simple_loss=0.2938, pruned_loss=0.05088, over 12369.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03173, over 97.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05903, over 2477121.55 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06232, over 22637.31 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3128, pruned_loss=0.08016, over 2467723.59 frames. utt_duration=1188 frames, utt_pad_proportion=0.078, over 8317.41 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05722, over 2478214.42 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06335, over 24322.37 utterances.], batch size: 97, lr: 4.66e-04
2022-08-24 10:47:26,693 INFO [train.py:927] (2/8) Epoch 7, batch 19800, giga_loss[loss=0.2233, simple_loss=0.3146, pruned_loss=0.06599, over 12377.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02702, over 85.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2954, pruned_loss=0.05928, over 2477181.28 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06106, over 22960.20 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3127, pruned_loss=0.08012, over 2467723.56 frames. utt_duration=1190 frames, utt_pad_proportion=0.07739, over 8308.27 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2943, pruned_loss=0.05771, over 2478125.87 frames. utt_duration=407 frames, utt_pad_proportion=0.06209, over 24423.21 utterances.], batch size: 85, lr: 4.66e-04
2022-08-24 10:49:22,136 INFO [train.py:927] (2/8) Epoch 7, batch 19850, giga_loss[loss=0.1816, simple_loss=0.2721, pruned_loss=0.04555, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2966, pruned_loss=0.05973, over 2477557.04 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06147, over 22996.19 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3132, pruned_loss=0.08024, over 2468015.65 frames. utt_duration=1186 frames, utt_pad_proportion=0.07944, over 8336.60 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2946, pruned_loss=0.0577, over 2478344.46 frames. utt_duration=404.2 frames, utt_pad_proportion=0.0614, over 24598.24 utterances.], batch size: 133, lr: 4.66e-04
2022-08-24 10:51:22,892 INFO [train.py:927] (2/8) Epoch 7, batch 19900, giga_loss[loss=0.2051, simple_loss=0.2741, pruned_loss=0.06802, over 12391.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1856, over 361.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2958, pruned_loss=0.06093, over 2477800.05 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06992, over 24311.99 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3138, pruned_loss=0.08085, over 2468300.78 frames. utt_duration=1178 frames, utt_pad_proportion=0.08204, over 8392.84 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05817, over 2478429.70 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06836, over 25958.24 utterances.], batch size: 361, lr: 4.65e-04
2022-08-24 10:53:04,838 INFO [train.py:927] (2/8) Epoch 7, batch 19950, giga_loss[loss=0.2207, simple_loss=0.3109, pruned_loss=0.06524, over 12397.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05936, over 182.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06461, over 2476625.53 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07001, over 24085.93 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3137, pruned_loss=0.08083, over 2468165.11 frames. utt_duration=1176 frames, utt_pad_proportion=0.08132, over 8406.98 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2988, pruned_loss=0.06191, over 2477497.27 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06886, over 25827.54 utterances.], batch size: 182, lr: 4.65e-04
2022-08-24 10:54:49,731 INFO [train.py:927] (2/8) Epoch 7, batch 20000, giga_loss[loss=0.2212, simple_loss=0.2991, pruned_loss=0.07164, over 12362.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03718, over 113.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3059, pruned_loss=0.06768, over 2476513.00 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06861, over 22934.62 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3134, pruned_loss=0.08079, over 2468016.50 frames. utt_duration=1178 frames, utt_pad_proportion=0.08011, over 8388.98 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.304, pruned_loss=0.06517, over 2477583.64 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06802, over 24760.32 utterances.], batch size: 113, lr: 4.65e-04
2022-08-24 10:56:31,682 INFO [train.py:927] (2/8) Epoch 7, batch 20050, giga_loss[loss=0.1888, simple_loss=0.2717, pruned_loss=0.05291, over 12389.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3003, pruned_loss=0.06564, over 2475823.40 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06612, over 21440.85 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3134, pruned_loss=0.08076, over 2468119.32 frames. utt_duration=1180 frames, utt_pad_proportion=0.07915, over 8376.24 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2986, pruned_loss=0.0635, over 2476696.14 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06604, over 23080.66 utterances.], batch size: 91, lr: 4.65e-04
2022-08-24 10:58:15,010 INFO [train.py:927] (2/8) Epoch 7, batch 20100, giga_loss[loss=0.1725, simple_loss=0.2564, pruned_loss=0.04424, over 12345.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03018, over 70.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2933, pruned_loss=0.06264, over 2475066.01 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06183, over 19831.16 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3128, pruned_loss=0.08032, over 2468144.93 frames. utt_duration=1185 frames, utt_pad_proportion=0.07812, over 8345.33 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.292, pruned_loss=0.0608, over 2475983.89 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06226, over 21569.62 utterances.], batch size: 70, lr: 4.65e-04
2022-08-24 10:59:56,514 INFO [train.py:927] (2/8) Epoch 7, batch 20150, giga_loss[loss=0.1581, simple_loss=0.2395, pruned_loss=0.03839, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04703, over 34.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2862, pruned_loss=0.06028, over 2474646.51 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06111, over 19081.76 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3124, pruned_loss=0.08007, over 2468223.37 frames. utt_duration=1187 frames, utt_pad_proportion=0.07653, over 8326.79 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2847, pruned_loss=0.05832, over 2475549.42 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0619, over 20912.58 utterances.], batch size: 34, lr: 4.65e-04
2022-08-24 11:01:39,855 INFO [train.py:927] (2/8) Epoch 7, batch 20200, giga_loss[loss=0.1924, simple_loss=0.2697, pruned_loss=0.05755, over 12443.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03622, over 86.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2818, pruned_loss=0.05901, over 2474893.11 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06374, over 19547.45 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3123, pruned_loss=0.08011, over 2468230.05 frames. utt_duration=1182 frames, utt_pad_proportion=0.07897, over 8365.03 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.28, pruned_loss=0.05691, over 2475758.50 frames. utt_duration=468.2 frames, utt_pad_proportion=0.063, over 21216.00 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:03:22,752 INFO [train.py:927] (2/8) Epoch 7, batch 20250, giga_loss[loss=0.171, simple_loss=0.2599, pruned_loss=0.04108, over 12378.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.277, pruned_loss=0.05798, over 2473849.73 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06769, over 19694.07 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3121, pruned_loss=0.08014, over 2468012.62 frames. utt_duration=1187 frames, utt_pad_proportion=0.07756, over 8329.22 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.275, pruned_loss=0.0558, over 2474881.13 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06719, over 21300.14 utterances.], batch size: 113, lr: 4.65e-04
2022-08-24 11:05:06,400 INFO [train.py:927] (2/8) Epoch 7, batch 20300, giga_loss[loss=0.1734, simple_loss=0.2609, pruned_loss=0.04301, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02676, over 66.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2752, pruned_loss=0.05764, over 2473791.44 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06452, over 19637.62 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3128, pruned_loss=0.08051, over 2467929.73 frames. utt_duration=1185 frames, utt_pad_proportion=0.07677, over 8337.96 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2717, pruned_loss=0.05476, over 2474917.27 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06446, over 21333.25 utterances.], batch size: 66, lr: 4.65e-04
2022-08-24 11:06:51,149 INFO [train.py:927] (2/8) Epoch 7, batch 20350, giga_loss[loss=0.1804, simple_loss=0.2569, pruned_loss=0.05198, over 12287.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.03671, over 51.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2708, pruned_loss=0.05573, over 2473740.79 frames. utt_duration=495.3 frames, utt_pad_proportion=0.0632, over 20037.81 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3124, pruned_loss=0.0804, over 2467792.51 frames. utt_duration=1190 frames, utt_pad_proportion=0.07599, over 8306.07 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2679, pruned_loss=0.05324, over 2474833.77 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06346, over 21553.12 utterances.], batch size: 51, lr: 4.65e-04
2022-08-24 11:08:35,804 INFO [train.py:927] (2/8) Epoch 7, batch 20400, giga_loss[loss=0.1809, simple_loss=0.266, pruned_loss=0.04792, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0309, over 75.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2659, pruned_loss=0.05333, over 2473755.37 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06342, over 19357.81 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3121, pruned_loss=0.08018, over 2467779.04 frames. utt_duration=1195 frames, utt_pad_proportion=0.07489, over 8272.15 utterances.], giga_tot_loss[loss=0.1827, simple_loss=0.2631, pruned_loss=0.05109, over 2474767.93 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06396, over 20800.01 utterances.], batch size: 75, lr: 4.65e-04
2022-08-24 11:10:19,240 INFO [train.py:927] (2/8) Epoch 7, batch 20450, giga_loss[loss=0.2445, simple_loss=0.3159, pruned_loss=0.08657, over 12441.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03901, over 37.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2745, pruned_loss=0.05815, over 2474047.16 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06723, over 19606.19 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3116, pruned_loss=0.08007, over 2467611.68 frames. utt_duration=1198 frames, utt_pad_proportion=0.07408, over 8250.93 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2719, pruned_loss=0.05603, over 2475096.88 frames. utt_duration=474 frames, utt_pad_proportion=0.06762, over 20951.71 utterances.], batch size: 37, lr: 4.65e-04
2022-08-24 11:12:02,896 INFO [train.py:927] (2/8) Epoch 7, batch 20500, giga_loss[loss=0.2076, simple_loss=0.2916, pruned_loss=0.06184, over 12246.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02826, over 39.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2853, pruned_loss=0.06327, over 2473221.01 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07029, over 19599.82 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3116, pruned_loss=0.08015, over 2467675.10 frames. utt_duration=1198 frames, utt_pad_proportion=0.07376, over 8249.71 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2826, pruned_loss=0.06117, over 2474112.45 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0705, over 20875.93 utterances.], batch size: 39, lr: 4.65e-04
2022-08-24 11:13:49,436 INFO [train.py:927] (2/8) Epoch 7, batch 20550, giga_loss[loss=0.2174, simple_loss=0.3067, pruned_loss=0.06411, over 12430.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03537, over 86.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2902, pruned_loss=0.06418, over 2473457.66 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06951, over 19444.86 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3117, pruned_loss=0.08017, over 2467603.33 frames. utt_duration=1201 frames, utt_pad_proportion=0.07297, over 8227.11 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.06227, over 2474282.73 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06999, over 20624.58 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:15:35,252 INFO [train.py:927] (2/8) Epoch 7, batch 20600, giga_loss[loss=0.2447, simple_loss=0.3209, pruned_loss=0.08428, over 12327.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02774, over 74.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2949, pruned_loss=0.06633, over 2473730.97 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07294, over 20204.28 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3118, pruned_loss=0.08016, over 2467519.19 frames. utt_duration=1205 frames, utt_pad_proportion=0.07184, over 8201.77 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2925, pruned_loss=0.06456, over 2474577.63 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07353, over 21369.61 utterances.], batch size: 74, lr: 4.65e-04
2022-08-24 11:17:17,078 INFO [train.py:927] (2/8) Epoch 7, batch 20650, giga_loss[loss=0.2129, simple_loss=0.2981, pruned_loss=0.06386, over 12374.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03185, over 51.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2995, pruned_loss=0.06871, over 2474814.15 frames. utt_duration=498.5 frames, utt_pad_proportion=0.0702, over 19917.72 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3118, pruned_loss=0.08019, over 2467667.29 frames. utt_duration=1203 frames, utt_pad_proportion=0.07118, over 8216.85 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2972, pruned_loss=0.06699, over 2475501.82 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07101, over 21103.42 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:18:59,620 INFO [train.py:927] (2/8) Epoch 7, batch 20700, giga_loss[loss=0.2047, simple_loss=0.2961, pruned_loss=0.05669, over 12320.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03149, over 28.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.0698, over 2474185.77 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06481, over 18454.15 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3115, pruned_loss=0.08005, over 2467705.68 frames. utt_duration=1208 frames, utt_pad_proportion=0.06996, over 8183.72 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3015, pruned_loss=0.06831, over 2474858.79 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06623, over 19671.41 utterances.], batch size: 28, lr: 4.64e-04
2022-08-24 11:20:42,213 INFO [train.py:927] (2/8) Epoch 7, batch 20750, giga_loss[loss=0.226, simple_loss=0.3051, pruned_loss=0.07348, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03395, over 37.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3057, pruned_loss=0.06991, over 2473540.05 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06552, over 17847.35 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3116, pruned_loss=0.08009, over 2467760.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.06867, over 8159.42 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.304, pruned_loss=0.06846, over 2474161.01 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06704, over 19053.83 utterances.], batch size: 37, lr: 4.64e-04
2022-08-24 11:22:26,083 INFO [train.py:927] (2/8) Epoch 7, batch 20800, libri_loss[loss=0.2088, simple_loss=0.2952, pruned_loss=0.06121, over 12303.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006094, over 35.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3066, pruned_loss=0.06901, over 2473133.12 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06233, over 16905.94 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3119, pruned_loss=0.08026, over 2467729.44 frames. utt_duration=1204 frames, utt_pad_proportion=0.07171, over 8207.30 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3048, pruned_loss=0.06739, over 2473790.27 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06234, over 18076.17 utterances.], batch size: 35, lr: 4.64e-04
2022-08-24 11:24:09,841 INFO [train.py:927] (2/8) Epoch 7, batch 20850, giga_loss[loss=0.2372, simple_loss=0.317, pruned_loss=0.07874, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0252, over 48.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3075, pruned_loss=0.07, over 2473142.02 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06213, over 16579.28 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3122, pruned_loss=0.08048, over 2467739.94 frames. utt_duration=1205 frames, utt_pad_proportion=0.07083, over 8200.75 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3057, pruned_loss=0.06822, over 2473808.32 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06241, over 17754.33 utterances.], batch size: 48, lr: 4.64e-04
2022-08-24 11:25:54,036 INFO [train.py:927] (2/8) Epoch 7, batch 20900, giga_loss[loss=0.2806, simple_loss=0.3457, pruned_loss=0.1078, over 12392.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07335, over 212.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3083, pruned_loss=0.0717, over 2472295.18 frames. utt_duration=616 frames, utt_pad_proportion=0.05776, over 16092.23 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3115, pruned_loss=0.08012, over 2467141.83 frames. utt_duration=1212 frames, utt_pad_proportion=0.06934, over 8155.12 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3075, pruned_loss=0.07035, over 2473535.77 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05878, over 17298.67 utterances.], batch size: 212, lr: 4.64e-04
2022-08-24 11:27:37,975 INFO [train.py:927] (2/8) Epoch 7, batch 20950, giga_loss[loss=0.2192, simple_loss=0.3048, pruned_loss=0.06681, over 12168.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03116, over 36.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3079, pruned_loss=0.07263, over 2471861.09 frames. utt_duration=632.5 frames, utt_pad_proportion=0.06204, over 15669.38 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3116, pruned_loss=0.08023, over 2467483.41 frames. utt_duration=1190 frames, utt_pad_proportion=0.07553, over 8302.88 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.307, pruned_loss=0.07119, over 2472708.68 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05981, over 16755.61 utterances.], batch size: 36, lr: 4.64e-04
2022-08-24 11:29:22,165 INFO [train.py:927] (2/8) Epoch 7, batch 21000, libri_loss[loss=0.2533, simple_loss=0.3246, pruned_loss=0.09099, over 12185.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005706, over 33.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07259, over 2471870.12 frames. utt_duration=614.9 frames, utt_pad_proportion=0.06491, over 16117.88 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3109, pruned_loss=0.07994, over 2467127.13 frames. utt_duration=1194 frames, utt_pad_proportion=0.07405, over 8278.42 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3068, pruned_loss=0.07134, over 2473123.26 frames. utt_duration=571 frames, utt_pad_proportion=0.06328, over 17371.46 utterances.], batch size: 33, lr: 4.64e-04
2022-08-24 11:29:22,167 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 11:29:37,318 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.1912, simple_loss=0.3071, pruned_loss=0.03764, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 11:31:22,731 INFO [train.py:927] (2/8) Epoch 7, batch 21050, giga_loss[loss=0.1755, simple_loss=0.2688, pruned_loss=0.04108, over 12359.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02676, over 70.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3056, pruned_loss=0.07098, over 2472575.51 frames. utt_duration=618.8 frames, utt_pad_proportion=0.06158, over 16021.03 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3113, pruned_loss=0.07992, over 2467198.98 frames. utt_duration=1197 frames, utt_pad_proportion=0.07302, over 8258.10 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3049, pruned_loss=0.06985, over 2473586.05 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06084, over 17176.35 utterances.], batch size: 70, lr: 4.64e-04
2022-08-24 11:33:07,805 INFO [train.py:927] (2/8) Epoch 7, batch 21100, libri_loss[loss=0.2573, simple_loss=0.3331, pruned_loss=0.09073, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01522, over 41.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3016, pruned_loss=0.06954, over 2473063.99 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05888, over 16061.87 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3115, pruned_loss=0.08023, over 2467220.13 frames. utt_duration=1195 frames, utt_pad_proportion=0.07221, over 8267.47 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3007, pruned_loss=0.06811, over 2474000.19 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05865, over 17193.25 utterances.], batch size: 41, lr: 4.64e-04
2022-08-24 11:34:53,301 INFO [train.py:927] (2/8) Epoch 7, batch 21150, giga_loss[loss=0.1966, simple_loss=0.2815, pruned_loss=0.05589, over 12397.00 frames. utt_duration=343.6 frames, utt_pad_proportion=0.03761, over 145.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2976, pruned_loss=0.06836, over 2472883.80 frames. utt_duration=561 frames, utt_pad_proportion=0.06808, over 17677.49 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3102, pruned_loss=0.07962, over 2467284.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.07028, over 8194.19 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2976, pruned_loss=0.06735, over 2473810.90 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06819, over 19004.78 utterances.], batch size: 145, lr: 4.64e-04
2022-08-24 11:36:37,236 INFO [train.py:927] (2/8) Epoch 7, batch 21200, giga_loss[loss=0.2042, simple_loss=0.2906, pruned_loss=0.05886, over 12366.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03989, over 145.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2972, pruned_loss=0.06798, over 2473307.56 frames. utt_duration=560 frames, utt_pad_proportion=0.06573, over 17713.64 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3101, pruned_loss=0.07966, over 2467168.23 frames. utt_duration=1206 frames, utt_pad_proportion=0.06982, over 8190.29 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2971, pruned_loss=0.06705, over 2474194.97 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06613, over 18849.95 utterances.], batch size: 145, lr: 4.64e-04
2022-08-24 11:38:17,555 INFO [train.py:927] (2/8) Epoch 7, batch 21250, giga_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06129, over 12376.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03046, over 58.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2944, pruned_loss=0.06729, over 2473018.27 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06314, over 17090.85 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3098, pruned_loss=0.07969, over 2466416.83 frames. utt_duration=1214 frames, utt_pad_proportion=0.06785, over 8135.48 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2941, pruned_loss=0.06609, over 2474631.98 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06439, over 18393.35 utterances.], batch size: 58, lr: 4.64e-04
2022-08-24 11:40:00,836 INFO [train.py:927] (2/8) Epoch 7, batch 21300, giga_loss[loss=0.2198, simple_loss=0.2908, pruned_loss=0.07445, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0265, over 48.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2917, pruned_loss=0.06609, over 2473626.46 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05941, over 16419.53 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3106, pruned_loss=0.07986, over 2466699.28 frames. utt_duration=1212 frames, utt_pad_proportion=0.06794, over 8150.55 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2906, pruned_loss=0.06479, over 2474733.81 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06057, over 17553.54 utterances.], batch size: 48, lr: 4.64e-04
2022-08-24 11:41:40,105 INFO [train.py:927] (2/8) Epoch 7, batch 21350, giga_loss[loss=0.1864, simple_loss=0.2633, pruned_loss=0.05481, over 12208.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03405, over 28.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2898, pruned_loss=0.06621, over 2473276.69 frames. utt_duration=616.9 frames, utt_pad_proportion=0.06043, over 16074.93 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.311, pruned_loss=0.08037, over 2466731.65 frames. utt_duration=1203 frames, utt_pad_proportion=0.07082, over 8214.00 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2878, pruned_loss=0.06424, over 2474339.62 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05993, over 17187.98 utterances.], batch size: 28, lr: 4.64e-04
2022-08-24 11:43:25,228 INFO [train.py:927] (2/8) Epoch 7, batch 21400, giga_loss[loss=0.1904, simple_loss=0.2642, pruned_loss=0.05829, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03397, over 98.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2867, pruned_loss=0.06512, over 2472870.83 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05636, over 15676.33 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3111, pruned_loss=0.08064, over 2467011.08 frames. utt_duration=1204 frames, utt_pad_proportion=0.07006, over 8203.78 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2847, pruned_loss=0.06312, over 2473540.51 frames. utt_duration=595 frames, utt_pad_proportion=0.05645, over 16670.90 utterances.], batch size: 98, lr: 4.64e-04
2022-08-24 11:45:07,419 INFO [train.py:927] (2/8) Epoch 7, batch 21450, giga_loss[loss=0.175, simple_loss=0.2626, pruned_loss=0.04374, over 12404.00 frames. utt_duration=710.5 frames, utt_pad_proportion=0.0254, over 70.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2839, pruned_loss=0.06381, over 2472594.50 frames. utt_duration=640 frames, utt_pad_proportion=0.05686, over 15488.88 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3108, pruned_loss=0.0806, over 2467091.60 frames. utt_duration=1208 frames, utt_pad_proportion=0.06909, over 8179.97 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2822, pruned_loss=0.06197, over 2473154.29 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05727, over 16435.86 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 11:46:52,425 INFO [train.py:927] (2/8) Epoch 7, batch 21500, giga_loss[loss=0.2213, simple_loss=0.3085, pruned_loss=0.06711, over 12352.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.0299, over 70.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2859, pruned_loss=0.06475, over 2472286.33 frames. utt_duration=630.3 frames, utt_pad_proportion=0.0581, over 15728.13 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3106, pruned_loss=0.08051, over 2467139.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.06776, over 8149.93 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2837, pruned_loss=0.06275, over 2472878.60 frames. utt_duration=590.9 frames, utt_pad_proportion=0.0588, over 16782.46 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 11:48:36,973 INFO [train.py:927] (2/8) Epoch 7, batch 21550, giga_loss[loss=0.1899, simple_loss=0.2649, pruned_loss=0.05747, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03636, over 37.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2912, pruned_loss=0.0676, over 2472717.52 frames. utt_duration=608.6 frames, utt_pad_proportion=0.06075, over 16292.39 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3109, pruned_loss=0.08047, over 2467189.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.06724, over 8133.15 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2888, pruned_loss=0.06578, over 2473246.40 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06131, over 17290.73 utterances.], batch size: 37, lr: 4.63e-04
2022-08-24 11:50:18,604 INFO [train.py:927] (2/8) Epoch 7, batch 21600, giga_loss[loss=0.2473, simple_loss=0.3286, pruned_loss=0.08302, over 12411.00 frames. utt_duration=802.2 frames, utt_pad_proportion=0.02886, over 62.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2964, pruned_loss=0.07014, over 2473080.05 frames. utt_duration=595.7 frames, utt_pad_proportion=0.0653, over 16647.43 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3108, pruned_loss=0.08021, over 2467346.87 frames. utt_duration=1207 frames, utt_pad_proportion=0.06998, over 8183.96 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2941, pruned_loss=0.06859, over 2473514.06 frames. utt_duration=563 frames, utt_pad_proportion=0.06445, over 17620.30 utterances.], batch size: 62, lr: 4.63e-04
2022-08-24 11:52:03,087 INFO [train.py:927] (2/8) Epoch 7, batch 21650, giga_loss[loss=0.2417, simple_loss=0.3306, pruned_loss=0.07644, over 12374.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3026, pruned_loss=0.0724, over 2474332.75 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06591, over 17309.43 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3111, pruned_loss=0.08045, over 2467572.14 frames. utt_duration=1190 frames, utt_pad_proportion=0.07463, over 8307.59 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3004, pruned_loss=0.07085, over 2474550.28 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0634, over 18087.44 utterances.], batch size: 97, lr: 4.63e-04
2022-08-24 11:53:44,747 INFO [train.py:927] (2/8) Epoch 7, batch 21700, giga_loss[loss=0.273, simple_loss=0.3334, pruned_loss=0.1063, over 12356.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1967, over 368.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3059, pruned_loss=0.07389, over 2473797.20 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06573, over 17828.04 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3115, pruned_loss=0.08078, over 2468148.19 frames. utt_duration=1180 frames, utt_pad_proportion=0.07747, over 8375.91 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3036, pruned_loss=0.07217, over 2473654.88 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0625, over 18692.90 utterances.], batch size: 368, lr: 4.63e-04
2022-08-24 11:55:26,559 INFO [train.py:927] (2/8) Epoch 7, batch 21750, giga_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07314, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03347, over 97.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07204, over 2474328.31 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06675, over 18405.34 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3119, pruned_loss=0.08095, over 2468284.15 frames. utt_duration=1172 frames, utt_pad_proportion=0.08027, over 8435.58 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3022, pruned_loss=0.07037, over 2474203.48 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06295, over 19212.90 utterances.], batch size: 97, lr: 4.63e-04
2022-08-24 11:57:10,632 INFO [train.py:927] (2/8) Epoch 7, batch 21800, giga_loss[loss=0.234, simple_loss=0.319, pruned_loss=0.07448, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03322, over 85.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07244, over 2473884.05 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06973, over 18731.55 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.312, pruned_loss=0.08112, over 2468264.15 frames. utt_duration=1156 frames, utt_pad_proportion=0.08644, over 8550.48 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3038, pruned_loss=0.07077, over 2473934.39 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06408, over 19495.05 utterances.], batch size: 85, lr: 4.63e-04
2022-08-24 11:58:55,431 INFO [train.py:927] (2/8) Epoch 7, batch 21850, giga_loss[loss=0.2128, simple_loss=0.2896, pruned_loss=0.068, over 12385.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04453, over 26.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.309, pruned_loss=0.07427, over 2473478.80 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06703, over 18248.25 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3127, pruned_loss=0.08119, over 2467815.61 frames. utt_duration=1160 frames, utt_pad_proportion=0.08513, over 8523.82 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3066, pruned_loss=0.07269, over 2474073.83 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06294, over 19119.77 utterances.], batch size: 26, lr: 4.63e-04
2022-08-24 12:00:45,043 INFO [train.py:927] (2/8) Epoch 7, batch 21900, giga_loss[loss=0.2431, simple_loss=0.3297, pruned_loss=0.07824, over 12312.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02901, over 74.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3101, pruned_loss=0.07493, over 2473159.10 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06333, over 17968.40 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3129, pruned_loss=0.08117, over 2468094.90 frames. utt_duration=1163 frames, utt_pad_proportion=0.08352, over 8501.82 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.308, pruned_loss=0.07355, over 2473537.60 frames. utt_duration=525 frames, utt_pad_proportion=0.06066, over 18899.16 utterances.], batch size: 74, lr: 4.63e-04
2022-08-24 12:02:26,015 INFO [train.py:927] (2/8) Epoch 7, batch 21950, giga_loss[loss=0.2129, simple_loss=0.3036, pruned_loss=0.06108, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0295, over 45.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3095, pruned_loss=0.07491, over 2472746.00 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06151, over 17141.14 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3126, pruned_loss=0.08102, over 2468022.92 frames. utt_duration=1171 frames, utt_pad_proportion=0.08106, over 8443.75 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3079, pruned_loss=0.07371, over 2473271.61 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06009, over 18272.90 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 12:04:11,018 INFO [train.py:927] (2/8) Epoch 7, batch 22000, giga_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.08102, over 12414.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3109, pruned_loss=0.07468, over 2472877.98 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05725, over 16588.42 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3124, pruned_loss=0.08099, over 2467945.14 frames. utt_duration=1173 frames, utt_pad_proportion=0.08052, over 8428.38 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3098, pruned_loss=0.07371, over 2473394.23 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05647, over 17563.67 utterances.], batch size: 183, lr: 4.63e-04
2022-08-24 12:05:54,210 INFO [train.py:927] (2/8) Epoch 7, batch 22050, giga_loss[loss=0.2346, simple_loss=0.316, pruned_loss=0.07663, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04667, over 34.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3106, pruned_loss=0.07484, over 2473174.87 frames. utt_duration=614.5 frames, utt_pad_proportion=0.0569, over 16137.18 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3122, pruned_loss=0.08088, over 2467901.09 frames. utt_duration=1180 frames, utt_pad_proportion=0.07824, over 8376.26 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3098, pruned_loss=0.07391, over 2473805.41 frames. utt_duration=574.5 frames, utt_pad_proportion=0.057, over 17268.07 utterances.], batch size: 34, lr: 4.63e-04
2022-08-24 12:07:40,111 INFO [train.py:927] (2/8) Epoch 7, batch 22100, giga_loss[loss=0.2316, simple_loss=0.3151, pruned_loss=0.07403, over 12356.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3094, pruned_loss=0.07463, over 2473768.03 frames. utt_duration=622.4 frames, utt_pad_proportion=0.05464, over 15935.71 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3121, pruned_loss=0.08097, over 2468138.23 frames. utt_duration=1179 frames, utt_pad_proportion=0.07801, over 8382.77 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3089, pruned_loss=0.07367, over 2474153.14 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05472, over 16972.12 utterances.], batch size: 62, lr: 4.63e-04
2022-08-24 12:09:20,669 INFO [train.py:927] (2/8) Epoch 7, batch 22150, giga_loss[loss=0.2487, simple_loss=0.3275, pruned_loss=0.08497, over 12388.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04052, over 133.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3092, pruned_loss=0.07511, over 2474170.41 frames. utt_duration=639.7 frames, utt_pad_proportion=0.0545, over 15507.71 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3116, pruned_loss=0.08086, over 2468175.12 frames. utt_duration=1188 frames, utt_pad_proportion=0.07499, over 8323.35 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.309, pruned_loss=0.0741, over 2474703.60 frames. utt_duration=591.4 frames, utt_pad_proportion=0.05547, over 16780.28 utterances.], batch size: 133, lr: 4.63e-04
2022-08-24 12:11:04,481 INFO [train.py:927] (2/8) Epoch 7, batch 22200, giga_loss[loss=0.232, simple_loss=0.3215, pruned_loss=0.07129, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03403, over 51.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.309, pruned_loss=0.07477, over 2472336.34 frames. utt_duration=646.9 frames, utt_pad_proportion=0.05789, over 15321.63 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3115, pruned_loss=0.0808, over 2468107.94 frames. utt_duration=1190 frames, utt_pad_proportion=0.07414, over 8306.57 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07395, over 2472896.73 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05875, over 16438.31 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:12:45,504 INFO [train.py:927] (2/8) Epoch 7, batch 22250, giga_loss[loss=0.2617, simple_loss=0.3312, pruned_loss=0.09613, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03083, over 91.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.07403, over 2472971.49 frames. utt_duration=669.9 frames, utt_pad_proportion=0.05397, over 14799.60 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3113, pruned_loss=0.08067, over 2468039.67 frames. utt_duration=1193 frames, utt_pad_proportion=0.07323, over 8282.84 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3085, pruned_loss=0.07335, over 2473585.99 frames. utt_duration=625 frames, utt_pad_proportion=0.05516, over 15867.85 utterances.], batch size: 91, lr: 4.62e-04
2022-08-24 12:14:30,171 INFO [train.py:927] (2/8) Epoch 7, batch 22300, giga_loss[loss=0.1926, simple_loss=0.277, pruned_loss=0.05406, over 12359.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3057, pruned_loss=0.07294, over 2473340.30 frames. utt_duration=663.3 frames, utt_pad_proportion=0.05762, over 14948.00 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3114, pruned_loss=0.08052, over 2468182.92 frames. utt_duration=1197 frames, utt_pad_proportion=0.07253, over 8259.72 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3056, pruned_loss=0.07244, over 2473767.31 frames. utt_duration=623.5 frames, utt_pad_proportion=0.05863, over 15907.65 utterances.], batch size: 58, lr: 4.62e-04
2022-08-24 12:16:11,197 INFO [train.py:927] (2/8) Epoch 7, batch 22350, giga_loss[loss=0.2181, simple_loss=0.2997, pruned_loss=0.06824, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03345, over 37.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3045, pruned_loss=0.07259, over 2473075.21 frames. utt_duration=644.8 frames, utt_pad_proportion=0.05812, over 15377.93 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3112, pruned_loss=0.0804, over 2468149.53 frames. utt_duration=1204 frames, utt_pad_proportion=0.07102, over 8207.52 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07208, over 2473576.20 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05937, over 16377.53 utterances.], batch size: 37, lr: 4.62e-04
2022-08-24 12:17:53,559 INFO [train.py:927] (2/8) Epoch 7, batch 22400, giga_loss[loss=0.1889, simple_loss=0.2761, pruned_loss=0.05081, over 12384.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03038, over 58.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3022, pruned_loss=0.07159, over 2472848.86 frames. utt_duration=652.4 frames, utt_pad_proportion=0.05468, over 15196.73 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3109, pruned_loss=0.08032, over 2467910.13 frames. utt_duration=1209 frames, utt_pad_proportion=0.06978, over 8177.62 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3022, pruned_loss=0.07109, over 2473572.25 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05631, over 16182.50 utterances.], batch size: 58, lr: 4.62e-04
2022-08-24 12:19:37,631 INFO [train.py:927] (2/8) Epoch 7, batch 22450, giga_loss[loss=0.199, simple_loss=0.2854, pruned_loss=0.05631, over 12349.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.2988, pruned_loss=0.06999, over 2473004.95 frames. utt_duration=655.4 frames, utt_pad_proportion=0.05442, over 15127.30 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3104, pruned_loss=0.08005, over 2468131.67 frames. utt_duration=1215 frames, utt_pad_proportion=0.06783, over 8137.15 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2988, pruned_loss=0.06946, over 2473554.38 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05643, over 16214.97 utterances.], batch size: 70, lr: 4.62e-04
2022-08-24 12:21:17,601 INFO [train.py:927] (2/8) Epoch 7, batch 22500, giga_loss[loss=0.2334, simple_loss=0.3167, pruned_loss=0.07499, over 12374.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0404, over 113.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2973, pruned_loss=0.06936, over 2473189.66 frames. utt_duration=644.7 frames, utt_pad_proportion=0.05225, over 15379.62 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3101, pruned_loss=0.07988, over 2467972.51 frames. utt_duration=1219 frames, utt_pad_proportion=0.06642, over 8106.39 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2973, pruned_loss=0.06882, over 2473903.10 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05443, over 16465.90 utterances.], batch size: 113, lr: 4.62e-04
2022-08-24 12:22:59,696 INFO [train.py:927] (2/8) Epoch 7, batch 22550, giga_loss[loss=0.2189, simple_loss=0.3016, pruned_loss=0.06814, over 12356.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02893, over 91.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2962, pruned_loss=0.06828, over 2473290.51 frames. utt_duration=650.9 frames, utt_pad_proportion=0.04993, over 15234.87 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.31, pruned_loss=0.07989, over 2467848.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06522, over 8074.15 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2959, pruned_loss=0.06758, over 2474086.55 frames. utt_duration=608.5 frames, utt_pad_proportion=0.05224, over 16303.37 utterances.], batch size: 91, lr: 4.62e-04
2022-08-24 12:24:42,118 INFO [train.py:927] (2/8) Epoch 7, batch 22600, giga_loss[loss=0.2408, simple_loss=0.3237, pruned_loss=0.07901, over 12382.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07473, over 212.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2999, pruned_loss=0.0699, over 2473384.32 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06152, over 17490.78 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3099, pruned_loss=0.0798, over 2467942.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06461, over 8062.04 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.2996, pruned_loss=0.06929, over 2474012.73 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06276, over 18457.70 utterances.], batch size: 212, lr: 4.62e-04
2022-08-24 12:26:23,196 INFO [train.py:927] (2/8) Epoch 7, batch 22650, giga_loss[loss=0.2119, simple_loss=0.2927, pruned_loss=0.06562, over 12403.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03447, over 80.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2991, pruned_loss=0.06876, over 2472946.46 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05667, over 16942.77 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3101, pruned_loss=0.08001, over 2467805.60 frames. utt_duration=1226 frames, utt_pad_proportion=0.06406, over 8059.40 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2984, pruned_loss=0.06778, over 2473740.71 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05807, over 17971.30 utterances.], batch size: 80, lr: 4.62e-04
2022-08-24 12:28:07,728 INFO [train.py:927] (2/8) Epoch 7, batch 22700, giga_loss[loss=0.2599, simple_loss=0.3473, pruned_loss=0.08629, over 12379.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03288, over 104.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.299, pruned_loss=0.06889, over 2472728.62 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05692, over 16803.23 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3098, pruned_loss=0.07993, over 2467832.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.06353, over 8057.71 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2985, pruned_loss=0.06786, over 2473479.34 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05815, over 17869.38 utterances.], batch size: 104, lr: 4.62e-04
2022-08-24 12:29:49,885 INFO [train.py:927] (2/8) Epoch 7, batch 22750, giga_loss[loss=0.2089, simple_loss=0.2925, pruned_loss=0.06269, over 12324.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 85.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.301, pruned_loss=0.06964, over 2473164.13 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05756, over 17192.49 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3102, pruned_loss=0.08019, over 2467943.32 frames. utt_duration=1218 frames, utt_pad_proportion=0.06631, over 8117.89 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3, pruned_loss=0.06839, over 2473747.81 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05729, over 18144.09 utterances.], batch size: 85, lr: 4.62e-04
2022-08-24 12:31:31,210 INFO [train.py:927] (2/8) Epoch 7, batch 22800, giga_loss[loss=0.2097, simple_loss=0.2946, pruned_loss=0.06234, over 12354.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.305, pruned_loss=0.07074, over 2473372.75 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05647, over 17094.66 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3115, pruned_loss=0.08041, over 2467844.58 frames. utt_duration=1220 frames, utt_pad_proportion=0.06557, over 8103.51 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3028, pruned_loss=0.06928, over 2474085.33 frames. utt_duration=547.6 frames, utt_pad_proportion=0.05652, over 18121.55 utterances.], batch size: 66, lr: 4.62e-04
2022-08-24 12:33:14,938 INFO [train.py:927] (2/8) Epoch 7, batch 22850, giga_loss[loss=0.2277, simple_loss=0.3177, pruned_loss=0.06884, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03027, over 75.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3061, pruned_loss=0.07142, over 2473247.62 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05931, over 17262.70 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3118, pruned_loss=0.0805, over 2468280.44 frames. utt_duration=1209 frames, utt_pad_proportion=0.06826, over 8175.11 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.304, pruned_loss=0.07001, over 2473522.22 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05806, over 18172.78 utterances.], batch size: 75, lr: 4.62e-04
2022-08-24 12:34:57,100 INFO [train.py:927] (2/8) Epoch 7, batch 22900, giga_loss[loss=0.2502, simple_loss=0.3169, pruned_loss=0.09173, over 12367.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1946, over 365.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3052, pruned_loss=0.07126, over 2473404.55 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05957, over 16978.00 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3118, pruned_loss=0.08069, over 2468116.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.07028, over 8210.57 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3033, pruned_loss=0.06967, over 2473959.31 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05754, over 17961.44 utterances.], batch size: 365, lr: 4.62e-04
2022-08-24 12:36:37,880 INFO [train.py:927] (2/8) Epoch 7, batch 22950, giga_loss[loss=0.2124, simple_loss=0.2853, pruned_loss=0.06971, over 12368.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03051, over 51.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.302, pruned_loss=0.06959, over 2474055.67 frames. utt_duration=574.5 frames, utt_pad_proportion=0.0575, over 17271.01 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.312, pruned_loss=0.08086, over 2468215.23 frames. utt_duration=1192 frames, utt_pad_proportion=0.07458, over 8291.52 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3004, pruned_loss=0.06817, over 2474431.10 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05433, over 18010.01 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:38:20,874 INFO [train.py:927] (2/8) Epoch 7, batch 23000, libri_loss[loss=0.2191, simple_loss=0.2842, pruned_loss=0.077, over 12406.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008348, over 30.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.303, pruned_loss=0.06994, over 2474425.70 frames. utt_duration=553.6 frames, utt_pad_proportion=0.059, over 17926.73 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3117, pruned_loss=0.08085, over 2468276.11 frames. utt_duration=1197 frames, utt_pad_proportion=0.07294, over 8260.77 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3016, pruned_loss=0.06844, over 2474847.44 frames. utt_duration=526.8 frames, utt_pad_proportion=0.05697, over 18845.24 utterances.], batch size: 30, lr: 4.61e-04
2022-08-24 12:40:03,204 INFO [train.py:927] (2/8) Epoch 7, batch 23050, giga_loss[loss=0.1876, simple_loss=0.2609, pruned_loss=0.05714, over 12414.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04031, over 37.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3036, pruned_loss=0.06992, over 2474176.34 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05652, over 17882.39 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3117, pruned_loss=0.08071, over 2467956.09 frames. utt_duration=1192 frames, utt_pad_proportion=0.07277, over 8289.89 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3023, pruned_loss=0.06855, over 2474959.43 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05485, over 18856.18 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:41:43,448 INFO [train.py:927] (2/8) Epoch 7, batch 23100, giga_loss[loss=0.1991, simple_loss=0.2796, pruned_loss=0.05927, over 12345.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03309, over 58.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3022, pruned_loss=0.07004, over 2474019.55 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05675, over 18171.44 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3113, pruned_loss=0.08041, over 2467958.58 frames. utt_duration=1193 frames, utt_pad_proportion=0.07182, over 8284.44 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3013, pruned_loss=0.06901, over 2474792.53 frames. utt_duration=517.6 frames, utt_pad_proportion=0.05566, over 19181.49 utterances.], batch size: 58, lr: 4.61e-04
2022-08-24 12:43:20,720 INFO [train.py:927] (2/8) Epoch 7, batch 23150, giga_loss[loss=0.2475, simple_loss=0.3151, pruned_loss=0.08993, over 12362.00 frames. utt_duration=138 frames, utt_pad_proportion=0.188, over 362.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2992, pruned_loss=0.06973, over 2473911.99 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05893, over 17907.04 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.311, pruned_loss=0.08027, over 2467888.59 frames. utt_duration=1195 frames, utt_pad_proportion=0.0712, over 8273.81 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2985, pruned_loss=0.06869, over 2474793.52 frames. utt_duration=521.9 frames, utt_pad_proportion=0.05796, over 19022.16 utterances.], batch size: 362, lr: 4.61e-04
2022-08-24 12:45:04,784 INFO [train.py:927] (2/8) Epoch 7, batch 23200, giga_loss[loss=0.1983, simple_loss=0.2756, pruned_loss=0.06055, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04395, over 31.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2962, pruned_loss=0.06869, over 2473861.22 frames. utt_duration=550 frames, utt_pad_proportion=0.06273, over 18040.56 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.311, pruned_loss=0.08027, over 2467888.59 frames. utt_duration=1195 frames, utt_pad_proportion=0.0712, over 8273.81 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2957, pruned_loss=0.06789, over 2474547.34 frames. utt_duration=525 frames, utt_pad_proportion=0.06179, over 18908.47 utterances.], batch size: 31, lr: 4.61e-04
2022-08-24 12:46:46,033 INFO [train.py:927] (2/8) Epoch 7, batch 23250, giga_loss[loss=0.2042, simple_loss=0.2839, pruned_loss=0.06225, over 12382.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2922, pruned_loss=0.067, over 2473020.82 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06501, over 17535.47 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3113, pruned_loss=0.08053, over 2467541.49 frames. utt_duration=1186 frames, utt_pad_proportion=0.07368, over 8331.27 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2908, pruned_loss=0.06569, over 2474093.07 frames. utt_duration=536.4 frames, utt_pad_proportion=0.06316, over 18499.89 utterances.], batch size: 113, lr: 4.61e-04
2022-08-24 12:48:24,540 INFO [train.py:927] (2/8) Epoch 7, batch 23300, giga_loss[loss=0.2028, simple_loss=0.2921, pruned_loss=0.05674, over 12379.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02624, over 66.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2925, pruned_loss=0.06708, over 2473422.49 frames. utt_duration=584 frames, utt_pad_proportion=0.06415, over 16983.22 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3119, pruned_loss=0.08074, over 2467485.11 frames. utt_duration=1179 frames, utt_pad_proportion=0.07609, over 8381.67 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2907, pruned_loss=0.06564, over 2474423.55 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06162, over 17866.07 utterances.], batch size: 66, lr: 4.61e-04
2022-08-24 12:50:05,554 INFO [train.py:927] (2/8) Epoch 7, batch 23350, giga_loss[loss=0.1964, simple_loss=0.2818, pruned_loss=0.05548, over 12300.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04254, over 26.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06767, over 2473407.35 frames. utt_duration=576.3 frames, utt_pad_proportion=0.06512, over 17212.85 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3111, pruned_loss=0.08036, over 2467523.04 frames. utt_duration=1186 frames, utt_pad_proportion=0.0749, over 8333.67 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2931, pruned_loss=0.06656, over 2474295.24 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06356, over 18172.04 utterances.], batch size: 26, lr: 4.61e-04
2022-08-24 12:51:46,900 INFO [train.py:927] (2/8) Epoch 7, batch 23400, giga_loss[loss=0.1871, simple_loss=0.2734, pruned_loss=0.05037, over 12362.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04745, over 34.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2966, pruned_loss=0.06824, over 2473225.41 frames. utt_duration=568 frames, utt_pad_proportion=0.0638, over 17463.60 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3109, pruned_loss=0.08032, over 2467359.52 frames. utt_duration=1188 frames, utt_pad_proportion=0.07436, over 8316.39 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2957, pruned_loss=0.0673, over 2474108.07 frames. utt_duration=542 frames, utt_pad_proportion=0.06283, over 18308.64 utterances.], batch size: 34, lr: 4.61e-04
2022-08-24 12:53:33,059 INFO [train.py:927] (2/8) Epoch 7, batch 23450, giga_loss[loss=0.2514, simple_loss=0.3231, pruned_loss=0.08987, over 12349.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03562, over 104.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3006, pruned_loss=0.07117, over 2473749.34 frames. utt_duration=564 frames, utt_pad_proportion=0.06396, over 17591.17 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3105, pruned_loss=0.0802, over 2467528.04 frames. utt_duration=1177 frames, utt_pad_proportion=0.07837, over 8394.64 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3, pruned_loss=0.07032, over 2474402.65 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06141, over 18350.25 utterances.], batch size: 104, lr: 4.61e-04
2022-08-24 12:55:16,957 INFO [train.py:927] (2/8) Epoch 7, batch 23500, giga_loss[loss=0.2676, simple_loss=0.3479, pruned_loss=0.09365, over 12335.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03222, over 85.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3094, pruned_loss=0.07642, over 2473907.38 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06183, over 18738.75 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3103, pruned_loss=0.08012, over 2467386.40 frames. utt_duration=1179 frames, utt_pad_proportion=0.07812, over 8382.66 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.309, pruned_loss=0.07578, over 2474556.37 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06008, over 19379.09 utterances.], batch size: 85, lr: 4.61e-04
2022-08-24 12:57:01,885 INFO [train.py:927] (2/8) Epoch 7, batch 23550, giga_loss[loss=0.2645, simple_loss=0.3286, pruned_loss=0.1001, over 12395.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03926, over 37.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3163, pruned_loss=0.08172, over 2473445.45 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06068, over 18428.06 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3103, pruned_loss=0.08004, over 2467120.04 frames. utt_duration=1170 frames, utt_pad_proportion=0.08136, over 8443.75 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3161, pruned_loss=0.08129, over 2474352.95 frames. utt_duration=519.2 frames, utt_pad_proportion=0.05771, over 19115.78 utterances.], batch size: 37, lr: 4.61e-04
2022-08-24 12:58:47,588 INFO [train.py:927] (2/8) Epoch 7, batch 23600, giga_loss[loss=0.3028, simple_loss=0.3592, pruned_loss=0.1232, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.033, over 45.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3222, pruned_loss=0.08697, over 2473466.68 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06346, over 19148.06 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3099, pruned_loss=0.07993, over 2467234.92 frames. utt_duration=1175 frames, utt_pad_proportion=0.0802, over 8412.18 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3226, pruned_loss=0.08679, over 2474230.80 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06139, over 19956.35 utterances.], batch size: 45, lr: 4.61e-04
2022-08-24 13:00:34,244 INFO [train.py:927] (2/8) Epoch 7, batch 23650, libri_loss[loss=0.2185, simple_loss=0.2987, pruned_loss=0.06912, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007372, over 33.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3262, pruned_loss=0.0902, over 2473640.76 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06331, over 19034.44 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3101, pruned_loss=0.08004, over 2467401.65 frames. utt_duration=1167 frames, utt_pad_proportion=0.08261, over 8471.48 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3267, pruned_loss=0.09024, over 2474284.97 frames. utt_duration=498 frames, utt_pad_proportion=0.06036, over 19931.52 utterances.], batch size: 33, lr: 4.61e-04
2022-08-24 13:02:20,746 INFO [train.py:927] (2/8) Epoch 7, batch 23700, giga_loss[loss=0.3552, simple_loss=0.381, pruned_loss=0.1647, over 12353.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2124, over 373.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3317, pruned_loss=0.09524, over 2473374.24 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07342, over 20488.92 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3101, pruned_loss=0.07999, over 2467421.26 frames. utt_duration=1170 frames, utt_pad_proportion=0.08167, over 8448.51 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3324, pruned_loss=0.09547, over 2473933.41 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07113, over 21367.23 utterances.], batch size: 373, lr: 4.61e-04
2022-08-24 13:04:04,711 INFO [train.py:927] (2/8) Epoch 7, batch 23750, giga_loss[loss=0.2874, simple_loss=0.3458, pruned_loss=0.1145, over 12467.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03274, over 86.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3346, pruned_loss=0.09859, over 2474060.55 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07842, over 21782.95 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3102, pruned_loss=0.08006, over 2467658.59 frames. utt_duration=1162 frames, utt_pad_proportion=0.0846, over 8507.87 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3353, pruned_loss=0.09892, over 2474378.56 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07537, over 22584.93 utterances.], batch size: 86, lr: 4.61e-04
2022-08-24 13:05:50,593 INFO [train.py:927] (2/8) Epoch 7, batch 23800, giga_loss[loss=0.3389, simple_loss=0.3783, pruned_loss=0.1498, over 12394.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1107, over 260.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3352, pruned_loss=0.09895, over 2473684.62 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08407, over 22625.70 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.31, pruned_loss=0.07996, over 2467903.44 frames. utt_duration=1165 frames, utt_pad_proportion=0.08405, over 8483.85 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.3361, pruned_loss=0.09945, over 2473778.10 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08175, over 23394.20 utterances.], batch size: 260, lr: 4.60e-04
2022-08-24 13:07:32,217 INFO [train.py:927] (2/8) Epoch 7, batch 23850, giga_loss[loss=0.2455, simple_loss=0.3191, pruned_loss=0.08595, over 12459.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0404, over 114.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3362, pruned_loss=0.09973, over 2474288.28 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08511, over 22920.03 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3101, pruned_loss=0.08008, over 2468407.07 frames. utt_duration=1161 frames, utt_pad_proportion=0.08499, over 8519.00 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3382, pruned_loss=0.1011, over 2474182.19 frames. utt_duration=409.6 frames, utt_pad_proportion=0.08305, over 24250.46 utterances.], batch size: 114, lr: 4.60e-04
2022-08-24 13:09:26,564 INFO [train.py:927] (2/8) Epoch 7, batch 23900, libri_loss[loss=0.1993, simple_loss=0.275, pruned_loss=0.06177, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008528, over 30.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3335, pruned_loss=0.09637, over 2474855.52 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08378, over 22724.71 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3096, pruned_loss=0.07975, over 2468801.55 frames. utt_duration=1166 frames, utt_pad_proportion=0.08384, over 8476.96 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3361, pruned_loss=0.09809, over 2474500.08 frames. utt_duration=412 frames, utt_pad_proportion=0.0826, over 24110.71 utterances.], batch size: 30, lr: 4.60e-04
2022-08-24 13:11:10,988 INFO [train.py:927] (2/8) Epoch 7, batch 23950, giga_loss[loss=0.222, simple_loss=0.2992, pruned_loss=0.07241, over 12451.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.33, pruned_loss=0.09292, over 2475177.79 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08046, over 22379.86 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3089, pruned_loss=0.07944, over 2468664.92 frames. utt_duration=1174 frames, utt_pad_proportion=0.08253, over 8423.58 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3332, pruned_loss=0.09491, over 2475162.84 frames. utt_duration=416.5 frames, utt_pad_proportion=0.08012, over 23855.81 utterances.], batch size: 98, lr: 4.60e-04
2022-08-24 13:12:55,493 INFO [train.py:927] (2/8) Epoch 7, batch 24000, giga_loss[loss=0.3293, simple_loss=0.3731, pruned_loss=0.1427, over 12377.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3294, pruned_loss=0.09289, over 2475646.92 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08231, over 23340.00 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3091, pruned_loss=0.07953, over 2468879.66 frames. utt_duration=1162 frames, utt_pad_proportion=0.08562, over 8507.80 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.332, pruned_loss=0.09455, over 2475536.96 frames. utt_duration=403.7 frames, utt_pad_proportion=0.08095, over 24619.01 utterances.], batch size: 257, lr: 4.60e-04
2022-08-24 13:12:55,494 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 13:13:10,167 INFO [train.py:967] (2/8) Epoch 7, validation: loss=0.1999, simple_loss=0.3265, pruned_loss=0.03663, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 13:15:02,325 INFO [train.py:927] (2/8) Epoch 7, batch 24050, giga_loss[loss=0.2255, simple_loss=0.314, pruned_loss=0.06847, over 12241.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03239, over 45.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3285, pruned_loss=0.09195, over 2475412.22 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08577, over 23388.20 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3094, pruned_loss=0.07959, over 2468864.88 frames. utt_duration=1166 frames, utt_pad_proportion=0.08401, over 8483.39 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3307, pruned_loss=0.09352, over 2475470.18 frames. utt_duration=401.2 frames, utt_pad_proportion=0.08505, over 24768.77 utterances.], batch size: 45, lr: 4.60e-04
2022-08-24 13:16:52,015 INFO [train.py:927] (2/8) Epoch 7, batch 24100, giga_loss[loss=0.2335, simple_loss=0.3149, pruned_loss=0.07604, over 12435.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04089, over 26.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3282, pruned_loss=0.08981, over 2474731.02 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08371, over 22791.91 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3089, pruned_loss=0.07929, over 2468635.56 frames. utt_duration=1170 frames, utt_pad_proportion=0.0833, over 8447.28 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3307, pruned_loss=0.09144, over 2475041.91 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08344, over 24093.34 utterances.], batch size: 26, lr: 4.60e-04
2022-08-24 13:18:38,236 INFO [train.py:927] (2/8) Epoch 7, batch 24150, giga_loss[loss=0.2733, simple_loss=0.3461, pruned_loss=0.1003, over 12432.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03417, over 123.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.08937, over 2475048.79 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08267, over 22458.95 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3091, pruned_loss=0.0795, over 2468783.89 frames. utt_duration=1163 frames, utt_pad_proportion=0.08555, over 8500.18 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3299, pruned_loss=0.09074, over 2475279.90 frames. utt_duration=418 frames, utt_pad_proportion=0.08187, over 23770.35 utterances.], batch size: 123, lr: 4.60e-04
2022-08-24 13:20:22,430 INFO [train.py:927] (2/8) Epoch 7, batch 24200, giga_loss[loss=0.2206, simple_loss=0.3091, pruned_loss=0.06609, over 12207.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03238, over 42.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3257, pruned_loss=0.08857, over 2474519.34 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07883, over 21616.58 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3089, pruned_loss=0.07938, over 2468445.77 frames. utt_duration=1166 frames, utt_pad_proportion=0.08435, over 8477.91 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3281, pruned_loss=0.09, over 2475176.00 frames. utt_duration=431.1 frames, utt_pad_proportion=0.0787, over 23043.92 utterances.], batch size: 42, lr: 4.60e-04
2022-08-24 13:22:08,153 INFO [train.py:927] (2/8) Epoch 7, batch 24250, giga_loss[loss=0.2493, simple_loss=0.3196, pruned_loss=0.08955, over 12444.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.0433, over 114.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08629, over 2474053.19 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07673, over 20321.40 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3081, pruned_loss=0.07906, over 2468151.80 frames. utt_duration=1176 frames, utt_pad_proportion=0.0827, over 8408.47 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3255, pruned_loss=0.08795, over 2475014.33 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07729, over 21867.31 utterances.], batch size: 114, lr: 4.60e-04
2022-08-24 13:23:57,030 INFO [train.py:927] (2/8) Epoch 7, batch 24300, giga_loss[loss=0.2119, simple_loss=0.3012, pruned_loss=0.06137, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04538, over 34.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3227, pruned_loss=0.08553, over 2474059.25 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07323, over 19931.69 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3085, pruned_loss=0.07913, over 2467948.36 frames. utt_duration=1178 frames, utt_pad_proportion=0.08176, over 8391.40 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.325, pruned_loss=0.08686, over 2475086.15 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07419, over 21324.84 utterances.], batch size: 34, lr: 4.60e-04
2022-08-24 13:25:43,832 INFO [train.py:927] (2/8) Epoch 7, batch 24350, giga_loss[loss=0.2075, simple_loss=0.2874, pruned_loss=0.06376, over 12439.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04374, over 31.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3213, pruned_loss=0.08456, over 2474036.50 frames. utt_duration=514.3 frames, utt_pad_proportion=0.07359, over 19294.33 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3091, pruned_loss=0.07942, over 2468055.65 frames. utt_duration=1158 frames, utt_pad_proportion=0.08656, over 8538.02 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.08565, over 2475049.18 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07235, over 20803.48 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:27:27,792 INFO [train.py:927] (2/8) Epoch 7, batch 24400, giga_loss[loss=0.2222, simple_loss=0.2947, pruned_loss=0.07491, over 12448.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03853, over 31.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3201, pruned_loss=0.08456, over 2473811.78 frames. utt_duration=516.9 frames, utt_pad_proportion=0.07068, over 19197.91 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3088, pruned_loss=0.07919, over 2467706.81 frames. utt_duration=1165 frames, utt_pad_proportion=0.08473, over 8481.72 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3222, pruned_loss=0.0858, over 2475100.76 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07043, over 20754.90 utterances.], batch size: 31, lr: 4.60e-04
2022-08-24 13:29:14,796 INFO [train.py:927] (2/8) Epoch 7, batch 24450, giga_loss[loss=0.2481, simple_loss=0.3036, pruned_loss=0.09625, over 12336.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2026, over 368.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.08455, over 2474126.50 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07089, over 19555.66 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3086, pruned_loss=0.07912, over 2467703.40 frames. utt_duration=1167 frames, utt_pad_proportion=0.08422, over 8466.96 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3212, pruned_loss=0.0857, over 2475278.42 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07077, over 21005.20 utterances.], batch size: 368, lr: 4.60e-04
2022-08-24 13:31:01,738 INFO [train.py:927] (2/8) Epoch 7, batch 24500, giga_loss[loss=0.2849, simple_loss=0.3431, pruned_loss=0.1133, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05974, over 182.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3192, pruned_loss=0.08517, over 2473849.52 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07403, over 19856.60 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3084, pruned_loss=0.07889, over 2467823.65 frames. utt_duration=1165 frames, utt_pad_proportion=0.08528, over 8481.71 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3214, pruned_loss=0.08652, over 2474859.64 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07332, over 21388.82 utterances.], batch size: 182, lr: 4.60e-04
2022-08-24 13:32:44,129 INFO [train.py:927] (2/8) Epoch 7, batch 24550, giga_loss[loss=0.2533, simple_loss=0.3291, pruned_loss=0.08873, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03085, over 42.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3191, pruned_loss=0.08479, over 2473440.66 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07528, over 20826.26 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3079, pruned_loss=0.07855, over 2467497.65 frames. utt_duration=1168 frames, utt_pad_proportion=0.08429, over 8458.31 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3215, pruned_loss=0.08628, over 2474648.02 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07491, over 22272.86 utterances.], batch size: 42, lr: 4.60e-04
2022-08-24 13:34:29,591 INFO [train.py:927] (2/8) Epoch 7, batch 24600, giga_loss[loss=0.2126, simple_loss=0.2999, pruned_loss=0.0627, over 12359.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.0322, over 58.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3204, pruned_loss=0.0855, over 2474367.64 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07173, over 21042.17 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3077, pruned_loss=0.07841, over 2467514.90 frames. utt_duration=1171 frames, utt_pad_proportion=0.08367, over 8439.78 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3225, pruned_loss=0.08685, over 2475348.55 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07182, over 22307.67 utterances.], batch size: 58, lr: 4.59e-04
2022-08-24 13:36:14,464 INFO [train.py:927] (2/8) Epoch 7, batch 24650, giga_loss[loss=0.3106, simple_loss=0.3598, pruned_loss=0.1307, over 12431.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3226, pruned_loss=0.08655, over 2474899.29 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07116, over 20680.53 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3086, pruned_loss=0.07875, over 2467711.07 frames. utt_duration=1152 frames, utt_pad_proportion=0.08965, over 8581.23 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.08755, over 2475728.03 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06882, over 21966.88 utterances.], batch size: 105, lr: 4.59e-04
2022-08-24 13:37:58,935 INFO [train.py:927] (2/8) Epoch 7, batch 24700, giga_loss[loss=0.2955, simple_loss=0.3502, pruned_loss=0.1204, over 12422.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3232, pruned_loss=0.08783, over 2475222.02 frames. utt_duration=475 frames, utt_pad_proportion=0.07192, over 20907.18 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3085, pruned_loss=0.07866, over 2467843.24 frames. utt_duration=1151 frames, utt_pad_proportion=0.08867, over 8586.87 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3247, pruned_loss=0.08888, over 2475928.42 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0702, over 22199.54 utterances.], batch size: 184, lr: 4.59e-04
2022-08-24 13:39:43,537 INFO [train.py:927] (2/8) Epoch 7, batch 24750, giga_loss[loss=0.2722, simple_loss=0.3458, pruned_loss=0.09935, over 12386.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02579, over 66.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3234, pruned_loss=0.08865, over 2474875.95 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07045, over 20755.57 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3083, pruned_loss=0.07869, over 2467828.27 frames. utt_duration=1154 frames, utt_pad_proportion=0.08809, over 8562.06 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.325, pruned_loss=0.08955, over 2475518.54 frames. utt_duration=453.5 frames, utt_pad_proportion=0.06932, over 21905.91 utterances.], batch size: 66, lr: 4.59e-04
2022-08-24 13:41:27,888 INFO [train.py:927] (2/8) Epoch 7, batch 24800, giga_loss[loss=0.2254, simple_loss=0.2989, pruned_loss=0.07593, over 12413.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.323, pruned_loss=0.08739, over 2475211.96 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07056, over 20665.63 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3088, pruned_loss=0.07904, over 2467930.32 frames. utt_duration=1140 frames, utt_pad_proportion=0.09209, over 8667.71 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3239, pruned_loss=0.08792, over 2475724.05 frames. utt_duration=459.1 frames, utt_pad_proportion=0.06809, over 21639.33 utterances.], batch size: 133, lr: 4.59e-04
2022-08-24 13:43:16,286 INFO [train.py:927] (2/8) Epoch 7, batch 24850, giga_loss[loss=0.2144, simple_loss=0.2966, pruned_loss=0.06611, over 12387.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04595, over 26.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08697, over 2475637.14 frames. utt_duration=475.1 frames, utt_pad_proportion=0.069, over 20907.19 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.31, pruned_loss=0.07936, over 2468141.30 frames. utt_duration=1140 frames, utt_pad_proportion=0.09135, over 8670.29 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3225, pruned_loss=0.08725, over 2475993.49 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06723, over 21892.52 utterances.], batch size: 26, lr: 4.59e-04
2022-08-24 13:45:00,670 INFO [train.py:927] (2/8) Epoch 7, batch 24900, libri_loss[loss=0.2258, simple_loss=0.2969, pruned_loss=0.07737, over 12149.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005763, over 35.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.322, pruned_loss=0.08747, over 2475599.46 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07654, over 21842.52 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3106, pruned_loss=0.07958, over 2468076.42 frames. utt_duration=1129 frames, utt_pad_proportion=0.09426, over 8753.95 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3216, pruned_loss=0.08765, over 2476109.54 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07383, over 22779.96 utterances.], batch size: 35, lr: 4.59e-04
2022-08-24 13:46:46,046 INFO [train.py:927] (2/8) Epoch 7, batch 24950, giga_loss[loss=0.2852, simple_loss=0.3604, pruned_loss=0.105, over 12423.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07586, over 213.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3224, pruned_loss=0.08698, over 2474872.83 frames. utt_duration=473.2 frames, utt_pad_proportion=0.0745, over 20986.08 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3091, pruned_loss=0.07892, over 2467952.89 frames. utt_duration=1133 frames, utt_pad_proportion=0.09613, over 8728.00 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3238, pruned_loss=0.08799, over 2475616.41 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07144, over 22214.06 utterances.], batch size: 213, lr: 4.59e-04
2022-08-24 13:48:31,476 INFO [train.py:927] (2/8) Epoch 7, batch 25000, giga_loss[loss=0.2785, simple_loss=0.3376, pruned_loss=0.1097, over 12345.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2001, over 367.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3258, pruned_loss=0.08799, over 2474708.74 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07752, over 21613.93 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3091, pruned_loss=0.07888, over 2467845.63 frames. utt_duration=1131 frames, utt_pad_proportion=0.09613, over 8737.78 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3271, pruned_loss=0.08888, over 2475443.73 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07493, over 22674.58 utterances.], batch size: 367, lr: 4.59e-04
2022-08-24 13:50:14,599 INFO [train.py:927] (2/8) Epoch 7, batch 25050, giga_loss[loss=0.2642, simple_loss=0.3403, pruned_loss=0.09408, over 12387.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.0322, over 122.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3261, pruned_loss=0.08859, over 2474662.74 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07395, over 21096.49 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3084, pruned_loss=0.07858, over 2467667.35 frames. utt_duration=1130 frames, utt_pad_proportion=0.09742, over 8746.72 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3283, pruned_loss=0.08992, over 2475640.60 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07127, over 22386.34 utterances.], batch size: 122, lr: 4.59e-04
2022-08-24 13:52:00,529 INFO [train.py:927] (2/8) Epoch 7, batch 25100, giga_loss[loss=0.2586, simple_loss=0.3306, pruned_loss=0.09337, over 12430.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04196, over 146.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3263, pruned_loss=0.08964, over 2475769.34 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07565, over 21118.18 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3094, pruned_loss=0.07942, over 2468003.95 frames. utt_duration=1117 frames, utt_pad_proportion=0.102, over 8850.75 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3278, pruned_loss=0.09031, over 2476486.66 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07154, over 22457.20 utterances.], batch size: 146, lr: 4.59e-04
2022-08-24 13:53:45,078 INFO [train.py:927] (2/8) Epoch 7, batch 25150, giga_loss[loss=0.2653, simple_loss=0.3357, pruned_loss=0.09744, over 12437.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3252, pruned_loss=0.0903, over 2475981.60 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07996, over 22047.79 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3088, pruned_loss=0.07902, over 2467821.38 frames. utt_duration=1123 frames, utt_pad_proportion=0.1006, over 8805.05 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3271, pruned_loss=0.09138, over 2476856.59 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07696, over 23381.79 utterances.], batch size: 105, lr: 4.59e-04
2022-08-24 13:55:32,407 INFO [train.py:927] (2/8) Epoch 7, batch 25200, giga_loss[loss=0.2657, simple_loss=0.3167, pruned_loss=0.1073, over 12345.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3243, pruned_loss=0.09071, over 2475979.58 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08639, over 22744.89 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3083, pruned_loss=0.07866, over 2468216.92 frames. utt_duration=1127 frames, utt_pad_proportion=0.09924, over 8768.33 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3266, pruned_loss=0.09207, over 2476467.91 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08412, over 24076.00 utterances.], batch size: 370, lr: 4.59e-04
2022-08-24 13:57:15,449 INFO [train.py:927] (2/8) Epoch 7, batch 25250, giga_loss[loss=0.2887, simple_loss=0.3492, pruned_loss=0.1141, over 12421.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06163, over 183.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3225, pruned_loss=0.08994, over 2475666.62 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08248, over 21956.58 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3083, pruned_loss=0.07866, over 2468589.05 frames. utt_duration=1135 frames, utt_pad_proportion=0.0963, over 8710.69 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3249, pruned_loss=0.09144, over 2475979.38 frames. utt_duration=422 frames, utt_pad_proportion=0.08163, over 23551.79 utterances.], batch size: 183, lr: 4.59e-04
2022-08-24 13:59:00,102 INFO [train.py:927] (2/8) Epoch 7, batch 25300, giga_loss[loss=0.2405, simple_loss=0.3213, pruned_loss=0.07988, over 12395.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3236, pruned_loss=0.08995, over 2476397.12 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07951, over 22396.89 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3081, pruned_loss=0.07853, over 2468681.01 frames. utt_duration=1140 frames, utt_pad_proportion=0.09486, over 8675.73 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3259, pruned_loss=0.09147, over 2476693.22 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07943, over 23952.69 utterances.], batch size: 133, lr: 4.59e-04
2022-08-24 14:00:45,161 INFO [train.py:927] (2/8) Epoch 7, batch 25350, giga_loss[loss=0.3172, simple_loss=0.367, pruned_loss=0.1337, over 12371.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0608, over 182.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3249, pruned_loss=0.0902, over 2475613.20 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07488, over 21699.56 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3089, pruned_loss=0.07875, over 2468737.33 frames. utt_duration=1136 frames, utt_pad_proportion=0.09689, over 8701.27 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3264, pruned_loss=0.09154, over 2476003.93 frames. utt_duration=426.8 frames, utt_pad_proportion=0.0741, over 23287.24 utterances.], batch size: 182, lr: 4.59e-04
2022-08-24 14:02:30,196 INFO [train.py:927] (2/8) Epoch 7, batch 25400, giga_loss[loss=0.2543, simple_loss=0.3383, pruned_loss=0.08514, over 12422.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03306, over 80.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3262, pruned_loss=0.08875, over 2475367.53 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06989, over 20800.92 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3094, pruned_loss=0.07871, over 2468690.18 frames. utt_duration=1140 frames, utt_pad_proportion=0.09584, over 8673.86 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3274, pruned_loss=0.08999, over 2475812.60 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06982, over 22247.14 utterances.], batch size: 80, lr: 4.58e-04
2022-08-24 14:04:14,949 INFO [train.py:927] (2/8) Epoch 7, batch 25450, giga_loss[loss=0.2735, simple_loss=0.3481, pruned_loss=0.09947, over 12358.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04687, over 146.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3276, pruned_loss=0.08862, over 2474547.05 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06809, over 20376.08 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3091, pruned_loss=0.07856, over 2468642.94 frames. utt_duration=1141 frames, utt_pad_proportion=0.09507, over 8664.55 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.329, pruned_loss=0.08993, over 2475058.29 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06826, over 21750.57 utterances.], batch size: 146, lr: 4.58e-04
2022-08-24 14:05:58,326 INFO [train.py:927] (2/8) Epoch 7, batch 25500, giga_loss[loss=0.3024, simple_loss=0.355, pruned_loss=0.1248, over 12349.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03205, over 85.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3288, pruned_loss=0.09024, over 2473717.61 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07109, over 20333.82 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3093, pruned_loss=0.07878, over 2468544.31 frames. utt_duration=1145 frames, utt_pad_proportion=0.09316, over 8635.02 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3304, pruned_loss=0.09143, over 2474382.35 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07149, over 21839.27 utterances.], batch size: 85, lr: 4.58e-04
2022-08-24 14:07:43,867 INFO [train.py:927] (2/8) Epoch 7, batch 25550, giga_loss[loss=0.2131, simple_loss=0.2974, pruned_loss=0.06436, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02584, over 45.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3294, pruned_loss=0.0908, over 2474159.07 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07126, over 20565.10 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3093, pruned_loss=0.07875, over 2468370.00 frames. utt_duration=1146 frames, utt_pad_proportion=0.09225, over 8625.46 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3309, pruned_loss=0.09193, over 2474915.50 frames. utt_duration=453 frames, utt_pad_proportion=0.07178, over 21923.80 utterances.], batch size: 45, lr: 4.58e-04
2022-08-24 14:09:29,530 INFO [train.py:927] (2/8) Epoch 7, batch 25600, giga_loss[loss=0.2648, simple_loss=0.348, pruned_loss=0.09078, over 12362.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3293, pruned_loss=0.08849, over 2474808.09 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06974, over 20349.87 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.31, pruned_loss=0.07887, over 2468676.17 frames. utt_duration=1140 frames, utt_pad_proportion=0.09493, over 8673.39 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3302, pruned_loss=0.08948, over 2475244.53 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06918, over 21608.07 utterances.], batch size: 91, lr: 4.58e-04
2022-08-24 14:11:15,198 INFO [train.py:927] (2/8) Epoch 7, batch 25650, giga_loss[loss=0.3407, simple_loss=0.3826, pruned_loss=0.1494, over 12353.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1127, over 260.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3303, pruned_loss=0.08881, over 2474538.52 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06838, over 20130.26 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3104, pruned_loss=0.07874, over 2468453.61 frames. utt_duration=1147 frames, utt_pad_proportion=0.09333, over 8621.11 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3311, pruned_loss=0.08993, over 2475241.75 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06839, over 21438.98 utterances.], batch size: 260, lr: 4.58e-04
2022-08-24 14:12:58,592 INFO [train.py:927] (2/8) Epoch 7, batch 25700, giga_loss[loss=0.2133, simple_loss=0.2992, pruned_loss=0.06369, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04188, over 31.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3287, pruned_loss=0.08887, over 2474656.32 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07296, over 20372.93 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3106, pruned_loss=0.07896, over 2468913.12 frames. utt_duration=1145 frames, utt_pad_proportion=0.09402, over 8635.56 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3299, pruned_loss=0.09, over 2475053.75 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07214, over 21902.43 utterances.], batch size: 31, lr: 4.58e-04
2022-08-24 14:14:48,032 INFO [train.py:927] (2/8) Epoch 7, batch 25750, giga_loss[loss=0.2598, simple_loss=0.332, pruned_loss=0.0938, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04232, over 146.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3259, pruned_loss=0.08852, over 2473755.07 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07679, over 20892.71 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3101, pruned_loss=0.07879, over 2468473.61 frames. utt_duration=1148 frames, utt_pad_proportion=0.09306, over 8611.87 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3278, pruned_loss=0.08981, over 2474623.66 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07617, over 22428.14 utterances.], batch size: 146, lr: 4.58e-04
2022-08-24 14:16:30,883 INFO [train.py:927] (2/8) Epoch 7, batch 25800, giga_loss[loss=0.2388, simple_loss=0.319, pruned_loss=0.07925, over 12310.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02939, over 79.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.324, pruned_loss=0.08768, over 2473909.86 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07154, over 20528.83 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3098, pruned_loss=0.07854, over 2468409.39 frames. utt_duration=1150 frames, utt_pad_proportion=0.09198, over 8598.88 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.326, pruned_loss=0.08908, over 2474747.41 frames. utt_duration=452 frames, utt_pad_proportion=0.07162, over 21974.42 utterances.], batch size: 79, lr: 4.58e-04
2022-08-24 14:18:12,029 INFO [train.py:927] (2/8) Epoch 7, batch 25850, giga_loss[loss=0.2193, simple_loss=0.301, pruned_loss=0.0688, over 12459.00 frames. utt_duration=805.2 frames, utt_pad_proportion=0.02519, over 62.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3231, pruned_loss=0.08706, over 2473672.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0686, over 20596.64 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3098, pruned_loss=0.07858, over 2468390.34 frames. utt_duration=1151 frames, utt_pad_proportion=0.09162, over 8591.88 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3247, pruned_loss=0.08815, over 2474367.70 frames. utt_duration=455.8 frames, utt_pad_proportion=0.06892, over 21786.64 utterances.], batch size: 62, lr: 4.58e-04
2022-08-24 14:20:04,315 INFO [train.py:927] (2/8) Epoch 7, batch 25900, giga_loss[loss=0.2404, simple_loss=0.3151, pruned_loss=0.08288, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03817, over 123.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3213, pruned_loss=0.0858, over 2474275.58 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07507, over 21156.76 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07864, over 2468755.24 frames. utt_duration=1144 frames, utt_pad_proportion=0.09327, over 8645.41 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3229, pruned_loss=0.08691, over 2474700.25 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07419, over 22516.28 utterances.], batch size: 123, lr: 4.58e-04
2022-08-24 14:21:51,509 INFO [train.py:927] (2/8) Epoch 7, batch 25950, giga_loss[loss=0.261, simple_loss=0.3304, pruned_loss=0.09583, over 12278.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02703, over 54.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3188, pruned_loss=0.08537, over 2474815.28 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07634, over 21316.65 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07863, over 2468981.57 frames. utt_duration=1148 frames, utt_pad_proportion=0.09194, over 8610.70 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3204, pruned_loss=0.0864, over 2475070.70 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07594, over 22652.32 utterances.], batch size: 54, lr: 4.58e-04
2022-08-24 14:23:35,552 INFO [train.py:927] (2/8) Epoch 7, batch 26000, giga_loss[loss=0.3005, simple_loss=0.3567, pruned_loss=0.1222, over 12404.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06857, over 212.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.32, pruned_loss=0.08563, over 2475462.98 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07097, over 20639.95 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3097, pruned_loss=0.07867, over 2469052.37 frames. utt_duration=1152 frames, utt_pad_proportion=0.09097, over 8587.45 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08654, over 2475722.91 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07116, over 21934.74 utterances.], batch size: 212, lr: 4.58e-04
2022-08-24 14:25:19,265 INFO [train.py:927] (2/8) Epoch 7, batch 26050, giga_loss[loss=0.2754, simple_loss=0.3352, pruned_loss=0.1078, over 12414.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06709, over 184.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3202, pruned_loss=0.08539, over 2474967.64 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07039, over 20214.10 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.31, pruned_loss=0.079, over 2469287.72 frames. utt_duration=1147 frames, utt_pad_proportion=0.09288, over 8621.01 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08598, over 2475104.06 frames. utt_duration=462.2 frames, utt_pad_proportion=0.06973, over 21489.25 utterances.], batch size: 184, lr: 4.58e-04
2022-08-24 14:27:01,424 INFO [train.py:927] (2/8) Epoch 7, batch 26100, giga_loss[loss=0.2618, simple_loss=0.3333, pruned_loss=0.09513, over 12363.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3205, pruned_loss=0.08594, over 2474934.13 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06998, over 20051.54 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3098, pruned_loss=0.07894, over 2469635.63 frames. utt_duration=1152 frames, utt_pad_proportion=0.09084, over 8589.87 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08666, over 2474885.08 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07004, over 21415.22 utterances.], batch size: 122, lr: 4.58e-04
2022-08-24 14:28:46,496 INFO [train.py:927] (2/8) Epoch 7, batch 26150, giga_loss[loss=0.2591, simple_loss=0.3382, pruned_loss=0.09002, over 12340.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03057, over 70.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3231, pruned_loss=0.08773, over 2475198.44 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06803, over 20357.09 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.31, pruned_loss=0.07901, over 2469916.82 frames. utt_duration=1153 frames, utt_pad_proportion=0.09007, over 8578.16 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3242, pruned_loss=0.08833, over 2474981.69 frames. utt_duration=459.9 frames, utt_pad_proportion=0.06834, over 21595.30 utterances.], batch size: 70, lr: 4.58e-04
2022-08-24 14:30:31,904 INFO [train.py:927] (2/8) Epoch 7, batch 26200, giga_loss[loss=0.3052, simple_loss=0.375, pruned_loss=0.1178, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04428, over 146.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3238, pruned_loss=0.08805, over 2475033.90 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07078, over 20447.24 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3094, pruned_loss=0.07861, over 2469731.27 frames. utt_duration=1161 frames, utt_pad_proportion=0.08881, over 8518.35 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3256, pruned_loss=0.08913, over 2475166.81 frames. utt_duration=456 frames, utt_pad_proportion=0.07125, over 21780.71 utterances.], batch size: 146, lr: 4.57e-04
2022-08-24 14:32:19,648 INFO [train.py:927] (2/8) Epoch 7, batch 26250, giga_loss[loss=0.2329, simple_loss=0.3129, pruned_loss=0.07647, over 12419.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.0321, over 80.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3246, pruned_loss=0.08683, over 2475022.03 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07039, over 20784.15 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3098, pruned_loss=0.07878, over 2469804.52 frames. utt_duration=1150 frames, utt_pad_proportion=0.09095, over 8601.10 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3262, pruned_loss=0.08782, over 2475219.23 frames. utt_duration=447.8 frames, utt_pad_proportion=0.06982, over 22180.21 utterances.], batch size: 80, lr: 4.57e-04
2022-08-24 14:34:03,563 INFO [train.py:927] (2/8) Epoch 7, batch 26300, giga_loss[loss=0.237, simple_loss=0.3166, pruned_loss=0.07873, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03837, over 105.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3238, pruned_loss=0.08745, over 2474395.74 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07352, over 21183.49 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3095, pruned_loss=0.07856, over 2469229.70 frames. utt_duration=1157 frames, utt_pad_proportion=0.08901, over 8550.78 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3257, pruned_loss=0.08866, over 2475192.40 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07332, over 22668.77 utterances.], batch size: 105, lr: 4.57e-04
2022-08-24 14:35:43,901 INFO [train.py:927] (2/8) Epoch 7, batch 26350, giga_loss[loss=0.248, simple_loss=0.3252, pruned_loss=0.08543, over 12369.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04238, over 133.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3228, pruned_loss=0.08727, over 2474450.86 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07381, over 20774.77 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3104, pruned_loss=0.07931, over 2469455.44 frames. utt_duration=1116 frames, utt_pad_proportion=0.1028, over 8863.80 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3239, pruned_loss=0.08779, over 2475027.83 frames. utt_duration=451.2 frames, utt_pad_proportion=0.06828, over 22012.11 utterances.], batch size: 133, lr: 4.57e-04
2022-08-24 14:36:56,573 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-24 14:39:29,280 INFO [train.py:927] (2/8) Epoch 8, batch 50, giga_loss[loss=0.2025, simple_loss=0.2814, pruned_loss=0.06176, over 12294.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.03238, over 51.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3229, pruned_loss=0.07636, over 548773.37 frames. utt_duration=560.6 frames, utt_pad_proportion=0.0667, over 3925.74 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3275, pruned_loss=0.07862, over 36938.81 frames. utt_duration=1429 frames, utt_pad_proportion=0.006284, over 103.48 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3227, pruned_loss=0.07629, over 519601.33 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06806, over 3855.30 utterances.], batch size: 51, lr: 4.47e-04
2022-08-24 14:41:13,908 INFO [train.py:927] (2/8) Epoch 8, batch 100, giga_loss[loss=0.1893, simple_loss=0.2646, pruned_loss=0.05701, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03087, over 42.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3019, pruned_loss=0.06627, over 975424.68 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05821, over 6767.41 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.309, pruned_loss=0.06627, over 108893.24 frames. utt_duration=1425 frames, utt_pad_proportion=0.007549, over 305.92 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3016, pruned_loss=0.06652, over 906494.07 frames. utt_duration=545.4 frames, utt_pad_proportion=0.0602, over 6666.27 utterances.], batch size: 42, lr: 4.47e-04
2022-08-24 14:42:58,582 INFO [train.py:927] (2/8) Epoch 8, batch 150, giga_loss[loss=0.1582, simple_loss=0.2418, pruned_loss=0.03734, over 12387.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.03268, over 104.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2855, pruned_loss=0.05945, over 1307532.67 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06735, over 9700.56 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3101, pruned_loss=0.06594, over 144274.02 frames. utt_duration=1441 frames, utt_pad_proportion=0.007481, over 400.87 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2839, pruned_loss=0.05917, over 1235324.43 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06902, over 9643.38 utterances.], batch size: 104, lr: 4.47e-04
2022-08-24 14:44:43,190 INFO [train.py:927] (2/8) Epoch 8, batch 200, giga_loss[loss=0.1613, simple_loss=0.2388, pruned_loss=0.04194, over 12375.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05, over 34.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2729, pruned_loss=0.0543, over 1566630.36 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06812, over 11564.76 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3075, pruned_loss=0.06567, over 179030.26 frames. utt_duration=1373 frames, utt_pad_proportion=0.02143, over 522.22 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2709, pruned_loss=0.05374, over 1495825.83 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06925, over 11546.34 utterances.], batch size: 34, lr: 4.47e-04
2022-08-24 14:46:25,571 INFO [train.py:927] (2/8) Epoch 8, batch 250, giga_loss[loss=0.1883, simple_loss=0.2721, pruned_loss=0.0523, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2693, pruned_loss=0.05287, over 1767139.40 frames. utt_duration=551 frames, utt_pad_proportion=0.06355, over 12863.81 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.305, pruned_loss=0.06452, over 268283.20 frames. utt_duration=1352 frames, utt_pad_proportion=0.02658, over 794.81 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2662, pruned_loss=0.05194, over 1681711.55 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06504, over 13019.87 utterances.], batch size: 91, lr: 4.47e-04
2022-08-24 14:48:10,424 INFO [train.py:927] (2/8) Epoch 8, batch 300, giga_loss[loss=0.1828, simple_loss=0.2673, pruned_loss=0.04921, over 12441.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04393, over 134.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2658, pruned_loss=0.05122, over 1923480.45 frames. utt_duration=576 frames, utt_pad_proportion=0.05841, over 13391.70 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3073, pruned_loss=0.06412, over 311764.56 frames. utt_duration=1360 frames, utt_pad_proportion=0.02463, over 917.87 utterances.], giga_tot_loss[loss=0.1814, simple_loss=0.2622, pruned_loss=0.05026, over 1844772.35 frames. utt_duration=543 frames, utt_pad_proportion=0.06005, over 13628.23 utterances.], batch size: 134, lr: 4.47e-04
2022-08-24 14:49:51,049 INFO [train.py:927] (2/8) Epoch 8, batch 350, giga_loss[loss=0.1533, simple_loss=0.2305, pruned_loss=0.03798, over 12373.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1899, over 363.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.263, pruned_loss=0.0497, over 2045775.87 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05932, over 14474.11 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3038, pruned_loss=0.06252, over 375668.38 frames. utt_duration=1342 frames, utt_pad_proportion=0.02819, over 1120.87 utterances.], giga_tot_loss[loss=0.1785, simple_loss=0.2595, pruned_loss=0.04875, over 1969742.11 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06075, over 14820.50 utterances.], batch size: 363, lr: 4.46e-04
2022-08-24 14:51:35,432 INFO [train.py:927] (2/8) Epoch 8, batch 400, giga_loss[loss=0.1551, simple_loss=0.2417, pruned_loss=0.0343, over 12314.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03574, over 51.00 utterances.], tot_loss[loss=0.1784, simple_loss=0.2596, pruned_loss=0.04856, over 2140244.10 frames. utt_duration=556 frames, utt_pad_proportion=0.05731, over 15439.28 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3019, pruned_loss=0.06219, over 417258.62 frames. utt_duration=1340 frames, utt_pad_proportion=0.0271, over 1246.52 utterances.], giga_tot_loss[loss=0.1757, simple_loss=0.2563, pruned_loss=0.04759, over 2073187.09 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05875, over 15844.10 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 14:53:18,757 INFO [train.py:927] (2/8) Epoch 8, batch 450, giga_loss[loss=0.1695, simple_loss=0.2551, pruned_loss=0.0419, over 12265.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.04827, over 26.00 utterances.], tot_loss[loss=0.1753, simple_loss=0.2566, pruned_loss=0.04704, over 2214203.09 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05639, over 15905.36 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2999, pruned_loss=0.06177, over 487826.80 frames. utt_duration=1353 frames, utt_pad_proportion=0.02609, over 1443.55 utterances.], giga_tot_loss[loss=0.1722, simple_loss=0.2528, pruned_loss=0.04584, over 2151201.13 frames. utt_duration=523 frames, utt_pad_proportion=0.05797, over 16500.50 utterances.], batch size: 26, lr: 4.46e-04
2022-08-24 14:55:00,276 INFO [train.py:927] (2/8) Epoch 8, batch 500, giga_loss[loss=0.1686, simple_loss=0.2549, pruned_loss=0.04115, over 12318.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03111, over 51.00 utterances.], tot_loss[loss=0.1827, simple_loss=0.2639, pruned_loss=0.05079, over 2272037.77 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05925, over 16804.99 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2979, pruned_loss=0.06125, over 536657.50 frames. utt_duration=1353 frames, utt_pad_proportion=0.02615, over 1588.04 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2605, pruned_loss=0.04976, over 2216894.41 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06066, over 17481.56 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 14:56:42,218 INFO [train.py:927] (2/8) Epoch 8, batch 550, giga_loss[loss=0.2498, simple_loss=0.3366, pruned_loss=0.08152, over 12369.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03089, over 62.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2767, pruned_loss=0.05718, over 2316566.12 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06701, over 17662.46 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2982, pruned_loss=0.06201, over 603210.60 frames. utt_duration=1247 frames, utt_pad_proportion=0.0629, over 1937.83 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2734, pruned_loss=0.05605, over 2266700.50 frames. utt_duration=495 frames, utt_pad_proportion=0.065, over 18374.56 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 14:58:26,066 INFO [train.py:927] (2/8) Epoch 8, batch 600, giga_loss[loss=0.217, simple_loss=0.3037, pruned_loss=0.06516, over 12408.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03397, over 80.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2836, pruned_loss=0.05958, over 2351410.04 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06944, over 17782.81 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2972, pruned_loss=0.06207, over 667504.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.06001, over 2138.44 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2808, pruned_loss=0.0586, over 2307027.42 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06822, over 18686.44 utterances.], batch size: 80, lr: 4.46e-04
2022-08-24 15:00:08,439 INFO [train.py:927] (2/8) Epoch 8, batch 650, giga_loss[loss=0.2288, simple_loss=0.3051, pruned_loss=0.07627, over 12442.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03877, over 40.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2877, pruned_loss=0.061, over 2378250.83 frames. utt_duration=533.4 frames, utt_pad_proportion=0.07243, over 17885.85 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2972, pruned_loss=0.06201, over 721231.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.0552, over 2279.44 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2852, pruned_loss=0.06022, over 2339558.50 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07199, over 18915.11 utterances.], batch size: 40, lr: 4.46e-04
2022-08-24 15:01:53,725 INFO [train.py:927] (2/8) Epoch 8, batch 700, giga_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.0866, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.045, over 34.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2918, pruned_loss=0.06323, over 2399076.47 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06982, over 17536.84 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.0615, over 773190.44 frames. utt_duration=1272 frames, utt_pad_proportion=0.05162, over 2434.91 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2897, pruned_loss=0.06279, over 2365728.38 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07017, over 18635.67 utterances.], batch size: 34, lr: 4.46e-04
2022-08-24 15:03:38,849 INFO [train.py:927] (2/8) Epoch 8, batch 750, giga_loss[loss=0.2357, simple_loss=0.3188, pruned_loss=0.07629, over 12353.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03323, over 62.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2969, pruned_loss=0.0655, over 2414497.34 frames. utt_duration=558 frames, utt_pad_proportion=0.06721, over 17356.34 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2979, pruned_loss=0.06197, over 806936.70 frames. utt_duration=1275 frames, utt_pad_proportion=0.0493, over 2535.48 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2949, pruned_loss=0.06509, over 2386821.66 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06805, over 18406.10 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 15:05:24,651 INFO [train.py:927] (2/8) Epoch 8, batch 800, giga_loss[loss=0.2385, simple_loss=0.3316, pruned_loss=0.07266, over 12416.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03719, over 123.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3011, pruned_loss=0.06677, over 2427743.88 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06523, over 17552.91 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2994, pruned_loss=0.0623, over 856453.67 frames. utt_duration=1230 frames, utt_pad_proportion=0.0624, over 2788.18 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2992, pruned_loss=0.06644, over 2404023.44 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06457, over 18557.34 utterances.], batch size: 123, lr: 4.46e-04
2022-08-24 15:07:07,610 INFO [train.py:927] (2/8) Epoch 8, batch 850, giga_loss[loss=0.2202, simple_loss=0.3098, pruned_loss=0.06537, over 12443.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04346, over 114.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3025, pruned_loss=0.06651, over 2437989.09 frames. utt_duration=581.5 frames, utt_pad_proportion=0.06067, over 16813.49 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2993, pruned_loss=0.06275, over 880492.91 frames. utt_duration=1236 frames, utt_pad_proportion=0.06037, over 2852.03 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.301, pruned_loss=0.06616, over 2418803.45 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06064, over 17740.70 utterances.], batch size: 114, lr: 4.46e-04
2022-08-24 15:08:52,798 INFO [train.py:927] (2/8) Epoch 8, batch 900, giga_loss[loss=0.2013, simple_loss=0.2947, pruned_loss=0.05398, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03701, over 33.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3031, pruned_loss=0.06628, over 2446011.68 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06194, over 16712.48 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2993, pruned_loss=0.06263, over 896234.45 frames. utt_duration=1240 frames, utt_pad_proportion=0.05901, over 2895.40 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.302, pruned_loss=0.06608, over 2430799.14 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06207, over 17532.63 utterances.], batch size: 33, lr: 4.46e-04
2022-08-24 15:10:37,332 INFO [train.py:927] (2/8) Epoch 8, batch 950, giga_loss[loss=0.2515, simple_loss=0.3249, pruned_loss=0.08904, over 12428.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03784, over 133.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3051, pruned_loss=0.06933, over 2452329.26 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06546, over 17515.79 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2987, pruned_loss=0.0622, over 942561.48 frames. utt_duration=1247 frames, utt_pad_proportion=0.05573, over 3025.89 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3046, pruned_loss=0.06949, over 2439855.15 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06598, over 18447.41 utterances.], batch size: 133, lr: 4.46e-04
2022-08-24 15:12:21,625 INFO [train.py:927] (2/8) Epoch 8, batch 1000, giga_loss[loss=0.2265, simple_loss=0.3115, pruned_loss=0.07075, over 12396.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02638, over 70.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3047, pruned_loss=0.06966, over 2457344.45 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06511, over 17538.88 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2984, pruned_loss=0.06183, over 972844.24 frames. utt_duration=1255 frames, utt_pad_proportion=0.0537, over 3103.75 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3045, pruned_loss=0.07007, over 2447203.78 frames. utt_duration=531.3 frames, utt_pad_proportion=0.06593, over 18475.53 utterances.], batch size: 70, lr: 4.46e-04
2022-08-24 15:14:05,380 INFO [train.py:927] (2/8) Epoch 8, batch 1050, giga_loss[loss=0.2067, simple_loss=0.2947, pruned_loss=0.05934, over 12435.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03284, over 75.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3032, pruned_loss=0.06896, over 2460533.43 frames. utt_duration=588 frames, utt_pad_proportion=0.06255, over 16780.74 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.0613, over 1009705.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05129, over 3189.32 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3035, pruned_loss=0.06965, over 2452382.18 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06379, over 17767.49 utterances.], batch size: 75, lr: 4.46e-04
2022-08-24 15:15:52,341 INFO [train.py:927] (2/8) Epoch 8, batch 1100, giga_loss[loss=0.1922, simple_loss=0.2791, pruned_loss=0.05271, over 12414.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04305, over 146.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.06742, over 2463160.88 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05812, over 16527.23 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2958, pruned_loss=0.06081, over 1053228.26 frames. utt_duration=1281 frames, utt_pad_proportion=0.04902, over 3293.32 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3016, pruned_loss=0.06836, over 2456193.43 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05984, over 17595.44 utterances.], batch size: 146, lr: 4.46e-04
2022-08-24 15:17:38,651 INFO [train.py:927] (2/8) Epoch 8, batch 1150, giga_loss[loss=0.2187, simple_loss=0.2893, pruned_loss=0.07401, over 12421.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2968, pruned_loss=0.06624, over 2465134.15 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06768, over 17842.31 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2943, pruned_loss=0.06027, over 1101860.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.04631, over 3399.47 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2984, pruned_loss=0.0674, over 2459556.19 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06897, over 19021.42 utterances.], batch size: 183, lr: 4.46e-04
2022-08-24 15:19:23,698 INFO [train.py:927] (2/8) Epoch 8, batch 1200, giga_loss[loss=0.2173, simple_loss=0.3158, pruned_loss=0.05937, over 12394.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02624, over 70.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2938, pruned_loss=0.06491, over 2467293.06 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06568, over 18142.13 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2948, pruned_loss=0.0603, over 1149006.79 frames. utt_duration=1290 frames, utt_pad_proportion=0.04445, over 3566.02 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2948, pruned_loss=0.06598, over 2462686.12 frames. utt_duration=509.1 frames, utt_pad_proportion=0.0674, over 19406.58 utterances.], batch size: 70, lr: 4.45e-04
2022-08-24 15:21:07,768 INFO [train.py:927] (2/8) Epoch 8, batch 1250, giga_loss[loss=0.197, simple_loss=0.2703, pruned_loss=0.06184, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03596, over 40.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2929, pruned_loss=0.06433, over 2468462.45 frames. utt_duration=555.4 frames, utt_pad_proportion=0.0678, over 17825.76 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2947, pruned_loss=0.06025, over 1194526.73 frames. utt_duration=1268 frames, utt_pad_proportion=0.0516, over 3771.62 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2937, pruned_loss=0.06537, over 2464745.13 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06828, over 19122.74 utterances.], batch size: 40, lr: 4.45e-04
2022-08-24 15:22:52,630 INFO [train.py:927] (2/8) Epoch 8, batch 1300, giga_loss[loss=0.218, simple_loss=0.2947, pruned_loss=0.07072, over 12386.00 frames. utt_duration=275.3 frames, utt_pad_proportion=0.05398, over 181.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2916, pruned_loss=0.06364, over 2468821.05 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06445, over 17805.74 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2961, pruned_loss=0.06067, over 1225756.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.04958, over 3851.58 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2916, pruned_loss=0.06435, over 2466123.33 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06554, over 19087.88 utterances.], batch size: 181, lr: 4.45e-04
2022-08-24 15:24:36,201 INFO [train.py:927] (2/8) Epoch 8, batch 1350, giga_loss[loss=0.1979, simple_loss=0.2757, pruned_loss=0.06, over 12430.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04304, over 31.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2895, pruned_loss=0.06358, over 2470604.16 frames. utt_duration=537.3 frames, utt_pad_proportion=0.0687, over 18445.24 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2963, pruned_loss=0.06073, over 1231927.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.04919, over 3867.32 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06413, over 2468529.53 frames. utt_duration=508 frames, utt_pad_proportion=0.0694, over 19493.00 utterances.], batch size: 31, lr: 4.45e-04
2022-08-24 15:26:20,103 INFO [train.py:927] (2/8) Epoch 8, batch 1400, giga_loss[loss=0.2002, simple_loss=0.2782, pruned_loss=0.06107, over 12333.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03342, over 85.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2868, pruned_loss=0.0627, over 2470070.93 frames. utt_duration=559.6 frames, utt_pad_proportion=0.0658, over 17701.87 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2965, pruned_loss=0.06081, over 1262563.90 frames. utt_duration=1286 frames, utt_pad_proportion=0.04756, over 3933.04 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2864, pruned_loss=0.06316, over 2468411.23 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06699, over 18794.31 utterances.], batch size: 85, lr: 4.45e-04
2022-08-24 15:28:04,575 INFO [train.py:927] (2/8) Epoch 8, batch 1450, giga_loss[loss=0.1905, simple_loss=0.2707, pruned_loss=0.05513, over 12382.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2833, pruned_loss=0.06085, over 2469560.74 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06369, over 17014.40 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.0607, over 1298094.12 frames. utt_duration=1275 frames, utt_pad_proportion=0.04876, over 4077.92 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2825, pruned_loss=0.06128, over 2468446.54 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06481, over 18123.28 utterances.], batch size: 133, lr: 4.45e-04
2022-08-24 15:29:54,378 INFO [train.py:927] (2/8) Epoch 8, batch 1500, giga_loss[loss=0.2769, simple_loss=0.3449, pruned_loss=0.1045, over 12355.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1094, over 259.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2809, pruned_loss=0.0599, over 2469768.10 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06177, over 16825.12 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.0606, over 1327027.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.04734, over 4157.31 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2801, pruned_loss=0.06029, over 2468940.53 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06322, over 17922.33 utterances.], batch size: 259, lr: 4.45e-04
2022-08-24 15:31:37,241 INFO [train.py:927] (2/8) Epoch 8, batch 1550, giga_loss[loss=0.2583, simple_loss=0.3322, pruned_loss=0.09218, over 12377.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07079, over 211.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2825, pruned_loss=0.06126, over 2470408.10 frames. utt_duration=578 frames, utt_pad_proportion=0.06336, over 17140.98 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2973, pruned_loss=0.06115, over 1349744.63 frames. utt_duration=1257 frames, utt_pad_proportion=0.05439, over 4300.68 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2812, pruned_loss=0.06129, over 2469733.30 frames. utt_duration=547 frames, utt_pad_proportion=0.06291, over 18110.90 utterances.], batch size: 211, lr: 4.45e-04
2022-08-24 15:33:20,865 INFO [train.py:927] (2/8) Epoch 8, batch 1600, giga_loss[loss=0.2445, simple_loss=0.3255, pruned_loss=0.08173, over 12429.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03286, over 75.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2876, pruned_loss=0.06419, over 2471836.30 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06572, over 17722.10 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2979, pruned_loss=0.06121, over 1377703.62 frames. utt_duration=1263 frames, utt_pad_proportion=0.05257, over 4369.47 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.286, pruned_loss=0.06419, over 2471113.79 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06569, over 18710.03 utterances.], batch size: 75, lr: 4.45e-04
2022-08-24 15:35:05,821 INFO [train.py:927] (2/8) Epoch 8, batch 1650, giga_loss[loss=0.1841, simple_loss=0.281, pruned_loss=0.04364, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02594, over 66.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2942, pruned_loss=0.06769, over 2472222.08 frames. utt_duration=540.6 frames, utt_pad_proportion=0.07196, over 18343.44 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2997, pruned_loss=0.06163, over 1394105.30 frames. utt_duration=1248 frames, utt_pad_proportion=0.05473, over 4472.54 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2919, pruned_loss=0.06754, over 2471593.75 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07131, over 19205.57 utterances.], batch size: 66, lr: 4.45e-04
2022-08-24 15:36:49,180 INFO [train.py:927] (2/8) Epoch 8, batch 1700, libri_loss[loss=0.1979, simple_loss=0.2905, pruned_loss=0.05265, over 12293.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006659, over 35.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2983, pruned_loss=0.06895, over 2472314.82 frames. utt_duration=541.1 frames, utt_pad_proportion=0.07409, over 18325.16 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2989, pruned_loss=0.06127, over 1431259.61 frames. utt_duration=1241 frames, utt_pad_proportion=0.05946, over 4619.82 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2969, pruned_loss=0.06925, over 2471828.27 frames. utt_duration=513.2 frames, utt_pad_proportion=0.07263, over 19323.44 utterances.], batch size: 35, lr: 4.45e-04
2022-08-24 15:38:31,690 INFO [train.py:927] (2/8) Epoch 8, batch 1750, giga_loss[loss=0.1652, simple_loss=0.2602, pruned_loss=0.0351, over 12410.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02853, over 62.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3018, pruned_loss=0.06982, over 2472680.09 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06853, over 17980.98 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2988, pruned_loss=0.06119, over 1441470.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.05866, over 4642.56 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3008, pruned_loss=0.07019, over 2472457.72 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06782, over 18870.18 utterances.], batch size: 62, lr: 4.45e-04
2022-08-24 15:40:16,460 INFO [train.py:927] (2/8) Epoch 8, batch 1800, giga_loss[loss=0.2017, simple_loss=0.293, pruned_loss=0.0552, over 12391.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03042, over 62.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3011, pruned_loss=0.06796, over 2473326.60 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06581, over 17741.94 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2989, pruned_loss=0.06124, over 1451995.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.05785, over 4669.07 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3002, pruned_loss=0.06828, over 2472931.92 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06558, over 18539.17 utterances.], batch size: 62, lr: 4.45e-04
2022-08-24 15:41:59,313 INFO [train.py:927] (2/8) Epoch 8, batch 1850, giga_loss[loss=0.2246, simple_loss=0.3031, pruned_loss=0.07304, over 12345.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03094, over 58.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3014, pruned_loss=0.06788, over 2473059.65 frames. utt_duration=552 frames, utt_pad_proportion=0.06593, over 17969.08 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2977, pruned_loss=0.06084, over 1481985.75 frames. utt_duration=1258 frames, utt_pad_proportion=0.05604, over 4716.52 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3013, pruned_loss=0.06849, over 2472957.16 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06618, over 18899.66 utterances.], batch size: 58, lr: 4.45e-04
2022-08-24 15:43:43,029 INFO [train.py:927] (2/8) Epoch 8, batch 1900, libri_loss[loss=0.1777, simple_loss=0.2732, pruned_loss=0.04108, over 12201.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007759, over 30.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3044, pruned_loss=0.06943, over 2473271.99 frames. utt_duration=544 frames, utt_pad_proportion=0.06654, over 18237.21 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2984, pruned_loss=0.0609, over 1501657.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05608, over 4801.44 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3041, pruned_loss=0.07005, over 2473214.34 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06679, over 19141.62 utterances.], batch size: 30, lr: 4.45e-04
2022-08-24 15:45:28,126 INFO [train.py:927] (2/8) Epoch 8, batch 1950, giga_loss[loss=0.2366, simple_loss=0.3114, pruned_loss=0.08091, over 12401.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04376, over 146.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3047, pruned_loss=0.0701, over 2473332.85 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06704, over 18033.07 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2982, pruned_loss=0.06063, over 1520987.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05486, over 4855.03 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07088, over 2473250.95 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06759, over 18938.85 utterances.], batch size: 146, lr: 4.45e-04
2022-08-24 15:47:11,218 INFO [train.py:927] (2/8) Epoch 8, batch 2000, giga_loss[loss=0.2177, simple_loss=0.3022, pruned_loss=0.06659, over 12427.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03835, over 105.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3063, pruned_loss=0.07089, over 2473778.04 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06525, over 17914.23 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.298, pruned_loss=0.0605, over 1535299.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.05404, over 4891.99 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3064, pruned_loss=0.07171, over 2473620.55 frames. utt_duration=528.8 frames, utt_pad_proportion=0.066, over 18765.93 utterances.], batch size: 105, lr: 4.44e-04
2022-08-24 15:48:54,748 INFO [train.py:927] (2/8) Epoch 8, batch 2050, libri_loss[loss=0.2266, simple_loss=0.3053, pruned_loss=0.07394, over 12146.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005338, over 35.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3077, pruned_loss=0.07109, over 2473467.18 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06297, over 17265.72 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.06071, over 1553843.82 frames. utt_duration=1260 frames, utt_pad_proportion=0.05293, over 4939.70 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.308, pruned_loss=0.07181, over 2473436.69 frames. utt_duration=547 frames, utt_pad_proportion=0.06405, over 18137.40 utterances.], batch size: 35, lr: 4.44e-04
2022-08-24 15:50:39,565 INFO [train.py:927] (2/8) Epoch 8, batch 2100, giga_loss[loss=0.2267, simple_loss=0.2986, pruned_loss=0.07741, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02605, over 45.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3072, pruned_loss=0.07131, over 2472518.27 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05965, over 16348.21 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2977, pruned_loss=0.06071, over 1572122.19 frames. utt_duration=1261 frames, utt_pad_proportion=0.0522, over 4993.54 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3078, pruned_loss=0.07206, over 2472467.50 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06096, over 17197.96 utterances.], batch size: 45, lr: 4.44e-04
2022-08-24 15:52:24,033 INFO [train.py:927] (2/8) Epoch 8, batch 2150, giga_loss[loss=0.2375, simple_loss=0.3155, pruned_loss=0.07981, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03562, over 122.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3068, pruned_loss=0.07154, over 2471810.96 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05535, over 15668.97 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2979, pruned_loss=0.06067, over 1585426.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05177, over 5015.50 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3073, pruned_loss=0.07231, over 2471889.56 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05675, over 16469.07 utterances.], batch size: 122, lr: 4.44e-04
2022-08-24 15:54:06,481 INFO [train.py:927] (2/8) Epoch 8, batch 2200, giga_loss[loss=0.2318, simple_loss=0.3133, pruned_loss=0.0751, over 12367.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03426, over 104.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3076, pruned_loss=0.07259, over 2471770.12 frames. utt_duration=627.6 frames, utt_pad_proportion=0.05922, over 15792.14 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2979, pruned_loss=0.06083, over 1616031.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.04973, over 5086.77 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3083, pruned_loss=0.07348, over 2471803.16 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06071, over 16703.97 utterances.], batch size: 104, lr: 4.44e-04
2022-08-24 15:55:49,380 INFO [train.py:927] (2/8) Epoch 8, batch 2250, giga_loss[loss=0.2282, simple_loss=0.3136, pruned_loss=0.07136, over 12342.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04442, over 26.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3055, pruned_loss=0.07076, over 2471117.63 frames. utt_duration=650.7 frames, utt_pad_proportion=0.06196, over 15226.35 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2971, pruned_loss=0.06049, over 1636909.35 frames. utt_duration=1281 frames, utt_pad_proportion=0.04852, over 5118.34 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3068, pruned_loss=0.07191, over 2471404.81 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06349, over 16158.59 utterances.], batch size: 26, lr: 4.44e-04
2022-08-24 15:57:34,085 INFO [train.py:927] (2/8) Epoch 8, batch 2300, giga_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.075, over 12331.00 frames. utt_duration=1763 frames, utt_pad_proportion=0.03075, over 28.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3062, pruned_loss=0.07121, over 2471546.85 frames. utt_duration=630.1 frames, utt_pad_proportion=0.0645, over 15726.08 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2969, pruned_loss=0.06038, over 1653647.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04749, over 5154.69 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3075, pruned_loss=0.07238, over 2471616.10 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06594, over 16617.85 utterances.], batch size: 28, lr: 4.44e-04
2022-08-24 15:59:18,239 INFO [train.py:927] (2/8) Epoch 8, batch 2350, giga_loss[loss=0.202, simple_loss=0.2899, pruned_loss=0.05701, over 12481.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03344, over 43.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3039, pruned_loss=0.0699, over 2471530.00 frames. utt_duration=649.7 frames, utt_pad_proportion=0.06132, over 15250.80 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2971, pruned_loss=0.06079, over 1681640.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.05256, over 5324.00 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3051, pruned_loss=0.07091, over 2471783.31 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06127, over 16133.67 utterances.], batch size: 43, lr: 4.44e-04
2022-08-24 16:00:59,772 INFO [train.py:927] (2/8) Epoch 8, batch 2400, giga_loss[loss=0.2199, simple_loss=0.2955, pruned_loss=0.07215, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03795, over 37.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3026, pruned_loss=0.06947, over 2471580.59 frames. utt_duration=640.6 frames, utt_pad_proportion=0.05656, over 15468.89 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2969, pruned_loss=0.06077, over 1701125.39 frames. utt_duration=1267 frames, utt_pad_proportion=0.05126, over 5378.35 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3038, pruned_loss=0.07048, over 2471836.00 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05719, over 16353.50 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 16:02:43,750 INFO [train.py:927] (2/8) Epoch 8, batch 2450, giga_loss[loss=0.1764, simple_loss=0.2636, pruned_loss=0.04457, over 12385.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04566, over 26.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.299, pruned_loss=0.06802, over 2470450.02 frames. utt_duration=641.4 frames, utt_pad_proportion=0.05702, over 15442.37 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2966, pruned_loss=0.0607, over 1723576.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05014, over 5406.58 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3003, pruned_loss=0.06911, over 2471019.98 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05794, over 16416.77 utterances.], batch size: 26, lr: 4.44e-04
2022-08-24 16:04:26,862 INFO [train.py:927] (2/8) Epoch 8, batch 2500, giga_loss[loss=0.1736, simple_loss=0.2548, pruned_loss=0.0462, over 12360.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.0289, over 70.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2956, pruned_loss=0.06652, over 2471195.47 frames. utt_duration=640.8 frames, utt_pad_proportion=0.05336, over 15461.69 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06055, over 1734695.82 frames. utt_duration=1281 frames, utt_pad_proportion=0.04976, over 5421.44 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2968, pruned_loss=0.06757, over 2471683.11 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05441, over 16351.37 utterances.], batch size: 70, lr: 4.44e-04
2022-08-24 16:06:11,053 INFO [train.py:927] (2/8) Epoch 8, batch 2550, giga_loss[loss=0.1727, simple_loss=0.2547, pruned_loss=0.04539, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.0358, over 37.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2947, pruned_loss=0.06584, over 2472136.58 frames. utt_duration=645.6 frames, utt_pad_proportion=0.05064, over 15351.91 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2968, pruned_loss=0.06066, over 1741864.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.04971, over 5454.19 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2954, pruned_loss=0.06665, over 2472663.47 frames. utt_duration=615.6 frames, utt_pad_proportion=0.05162, over 16104.80 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 16:07:54,559 INFO [train.py:927] (2/8) Epoch 8, batch 2600, giga_loss[loss=0.2472, simple_loss=0.3108, pruned_loss=0.0918, over 12344.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1917, over 363.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.297, pruned_loss=0.06632, over 2472587.11 frames. utt_duration=588 frames, utt_pad_proportion=0.05416, over 16862.02 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06086, over 1748927.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.04921, over 5473.62 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2974, pruned_loss=0.06686, over 2473194.19 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05488, over 17528.30 utterances.], batch size: 363, lr: 4.44e-04
2022-08-24 16:09:36,938 INFO [train.py:927] (2/8) Epoch 8, batch 2650, giga_loss[loss=0.2198, simple_loss=0.2999, pruned_loss=0.06987, over 12354.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06119, over 182.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06666, over 2472598.70 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06464, over 17894.43 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06096, over 1787601.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05491, over 5668.68 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2985, pruned_loss=0.06737, over 2473254.05 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06368, over 18895.61 utterances.], batch size: 182, lr: 4.44e-04
2022-08-24 16:11:20,747 INFO [train.py:927] (2/8) Epoch 8, batch 2700, giga_loss[loss=0.2063, simple_loss=0.2969, pruned_loss=0.0579, over 12356.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0416, over 113.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2973, pruned_loss=0.06581, over 2472716.39 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06247, over 17635.86 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2977, pruned_loss=0.0611, over 1797640.57 frames. utt_duration=1265 frames, utt_pad_proportion=0.05404, over 5691.49 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2972, pruned_loss=0.06637, over 2473423.14 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06207, over 18565.31 utterances.], batch size: 113, lr: 4.44e-04
2022-08-24 16:13:03,838 INFO [train.py:927] (2/8) Epoch 8, batch 2750, libri_loss[loss=0.2303, simple_loss=0.3232, pruned_loss=0.06873, over 12485.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006577, over 36.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2975, pruned_loss=0.06613, over 2473258.86 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06153, over 18018.73 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06094, over 1807546.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05345, over 5700.10 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06673, over 2473956.46 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06145, over 18912.10 utterances.], batch size: 36, lr: 4.44e-04
2022-08-24 16:14:45,163 INFO [train.py:927] (2/8) Epoch 8, batch 2800, giga_loss[loss=0.2334, simple_loss=0.3197, pruned_loss=0.07352, over 12374.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05974, over 182.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2987, pruned_loss=0.06643, over 2473757.18 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06163, over 17863.91 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2975, pruned_loss=0.06093, over 1820865.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05364, over 5748.04 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2987, pruned_loss=0.067, over 2474227.66 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06156, over 18745.75 utterances.], batch size: 182, lr: 4.44e-04
2022-08-24 16:16:26,877 INFO [train.py:927] (2/8) Epoch 8, batch 2850, giga_loss[loss=0.2046, simple_loss=0.2927, pruned_loss=0.05828, over 12394.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.299, pruned_loss=0.06642, over 2474094.87 frames. utt_duration=551 frames, utt_pad_proportion=0.06134, over 18011.16 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.297, pruned_loss=0.06085, over 1837036.77 frames. utt_duration=1269 frames, utt_pad_proportion=0.05356, over 5798.77 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2994, pruned_loss=0.06705, over 2474464.81 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06141, over 18935.60 utterances.], batch size: 133, lr: 4.43e-04
2022-08-24 16:18:10,248 INFO [train.py:927] (2/8) Epoch 8, batch 2900, giga_loss[loss=0.2133, simple_loss=0.2983, pruned_loss=0.06416, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03255, over 58.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2991, pruned_loss=0.06652, over 2473517.62 frames. utt_duration=580 frames, utt_pad_proportion=0.05788, over 17101.93 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2969, pruned_loss=0.0609, over 1856280.64 frames. utt_duration=1278 frames, utt_pad_proportion=0.05205, over 5817.60 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2996, pruned_loss=0.06716, over 2473449.74 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05863, over 18157.83 utterances.], batch size: 58, lr: 4.43e-04
2022-08-24 16:19:50,911 INFO [train.py:927] (2/8) Epoch 8, batch 2950, giga_loss[loss=0.212, simple_loss=0.2966, pruned_loss=0.06369, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03206, over 62.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2984, pruned_loss=0.06603, over 2472822.48 frames. utt_duration=579 frames, utt_pad_proportion=0.0573, over 17127.53 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06076, over 1871333.56 frames. utt_duration=1275 frames, utt_pad_proportion=0.05211, over 5877.42 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2991, pruned_loss=0.06677, over 2472989.35 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05797, over 18175.39 utterances.], batch size: 62, lr: 4.43e-04
2022-08-24 16:21:32,163 INFO [train.py:927] (2/8) Epoch 8, batch 3000, giga_loss[loss=0.2154, simple_loss=0.3045, pruned_loss=0.06308, over 12386.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2977, pruned_loss=0.06617, over 2472377.20 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06085, over 17096.82 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.297, pruned_loss=0.0611, over 1891873.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05592, over 5995.78 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.298, pruned_loss=0.0667, over 2472678.21 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06019, over 18192.58 utterances.], batch size: 91, lr: 4.43e-04
2022-08-24 16:21:32,164 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 16:21:46,472 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.186, simple_loss=0.2939, pruned_loss=0.03906, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 16:23:24,636 INFO [train.py:927] (2/8) Epoch 8, batch 3050, giga_loss[loss=0.234, simple_loss=0.3195, pruned_loss=0.07426, over 12451.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04273, over 114.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2983, pruned_loss=0.06539, over 2472941.97 frames. utt_duration=571.4 frames, utt_pad_proportion=0.05907, over 17355.40 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2971, pruned_loss=0.06113, over 1903276.36 frames. utt_duration=1264 frames, utt_pad_proportion=0.05484, over 6028.69 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2984, pruned_loss=0.06587, over 2473279.04 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05899, over 18393.73 utterances.], batch size: 114, lr: 4.43e-04
2022-08-24 16:25:04,887 INFO [train.py:927] (2/8) Epoch 8, batch 3100, libri_loss[loss=0.2, simple_loss=0.2835, pruned_loss=0.05822, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008874, over 29.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2976, pruned_loss=0.06506, over 2473181.66 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06009, over 17457.92 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2972, pruned_loss=0.06118, over 1917530.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05359, over 6047.70 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06551, over 2473311.09 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06044, over 18549.86 utterances.], batch size: 29, lr: 4.43e-04
2022-08-24 16:26:45,408 INFO [train.py:927] (2/8) Epoch 8, batch 3150, libri_loss[loss=0.2371, simple_loss=0.318, pruned_loss=0.07806, over 12322.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006103, over 36.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2974, pruned_loss=0.06574, over 2473790.80 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05715, over 17213.27 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2977, pruned_loss=0.06155, over 1930955.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.05765, over 6146.67 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2971, pruned_loss=0.06594, over 2474235.24 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05651, over 18267.10 utterances.], batch size: 36, lr: 4.43e-04
2022-08-24 16:28:26,160 INFO [train.py:927] (2/8) Epoch 8, batch 3200, giga_loss[loss=0.1743, simple_loss=0.2545, pruned_loss=0.04698, over 12237.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.0552, over 26.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2958, pruned_loss=0.06555, over 2474083.74 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0584, over 17954.05 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2977, pruned_loss=0.06154, over 1936286.23 frames. utt_duration=1261 frames, utt_pad_proportion=0.05713, over 6149.21 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2956, pruned_loss=0.06574, over 2474493.05 frames. utt_duration=525.8 frames, utt_pad_proportion=0.05801, over 18878.70 utterances.], batch size: 26, lr: 4.43e-04
2022-08-24 16:30:08,599 INFO [train.py:927] (2/8) Epoch 8, batch 3250, giga_loss[loss=0.1819, simple_loss=0.2553, pruned_loss=0.05426, over 12342.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.0431, over 37.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2931, pruned_loss=0.06469, over 2474348.39 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05878, over 17670.18 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2986, pruned_loss=0.06205, over 1952002.35 frames. utt_duration=1249 frames, utt_pad_proportion=0.06069, over 6256.86 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2922, pruned_loss=0.06457, over 2474878.84 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05739, over 18643.07 utterances.], batch size: 37, lr: 4.43e-04
2022-08-24 16:31:50,302 INFO [train.py:927] (2/8) Epoch 8, batch 3300, giga_loss[loss=0.2219, simple_loss=0.3093, pruned_loss=0.06726, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04249, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2895, pruned_loss=0.0631, over 2474266.30 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05501, over 17085.90 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2983, pruned_loss=0.06198, over 1959511.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.06003, over 6257.98 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2889, pruned_loss=0.06309, over 2474926.88 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05422, over 17994.81 utterances.], batch size: 133, lr: 4.43e-04
2022-08-24 16:33:31,562 INFO [train.py:927] (2/8) Epoch 8, batch 3350, giga_loss[loss=0.1926, simple_loss=0.2769, pruned_loss=0.05413, over 12424.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04552, over 31.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2929, pruned_loss=0.06493, over 2474955.21 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06109, over 18070.34 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2984, pruned_loss=0.062, over 1967374.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.0593, over 6275.94 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2922, pruned_loss=0.06492, over 2475322.34 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06045, over 18924.36 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:35:11,827 INFO [train.py:927] (2/8) Epoch 8, batch 3400, giga_loss[loss=0.247, simple_loss=0.3194, pruned_loss=0.08733, over 12368.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02815, over 91.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2954, pruned_loss=0.06597, over 2474424.66 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06035, over 18041.46 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2983, pruned_loss=0.06205, over 1981920.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.0577, over 6299.29 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2948, pruned_loss=0.06602, over 2475172.13 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06037, over 19018.67 utterances.], batch size: 91, lr: 4.43e-04
2022-08-24 16:36:55,944 INFO [train.py:927] (2/8) Epoch 8, batch 3450, giga_loss[loss=0.3649, simple_loss=0.4022, pruned_loss=0.1638, over 12376.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1116, over 260.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2995, pruned_loss=0.06864, over 2474427.84 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06443, over 18823.12 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2989, pruned_loss=0.06252, over 1994136.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.05707, over 6351.06 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.2986, pruned_loss=0.06845, over 2474987.03 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06453, over 19836.71 utterances.], batch size: 260, lr: 4.43e-04
2022-08-24 16:38:51,295 INFO [train.py:927] (2/8) Epoch 8, batch 3500, libri_loss[loss=0.1943, simple_loss=0.2731, pruned_loss=0.05773, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005783, over 32.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3036, pruned_loss=0.07174, over 2474007.71 frames. utt_duration=544 frames, utt_pad_proportion=0.06366, over 18243.35 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2988, pruned_loss=0.06266, over 2012635.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05525, over 6391.00 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3031, pruned_loss=0.07178, over 2474802.16 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0644, over 19475.88 utterances.], batch size: 32, lr: 4.43e-04
2022-08-24 16:40:34,759 INFO [train.py:927] (2/8) Epoch 8, batch 3550, giga_loss[loss=0.2698, simple_loss=0.3546, pruned_loss=0.09253, over 12442.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3114, pruned_loss=0.0764, over 2473997.29 frames. utt_duration=532 frames, utt_pad_proportion=0.06232, over 18652.48 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2993, pruned_loss=0.06285, over 2021846.48 frames. utt_duration=1249 frames, utt_pad_proportion=0.05943, over 6483.30 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3107, pruned_loss=0.07649, over 2474572.95 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06185, over 19763.89 utterances.], batch size: 105, lr: 4.43e-04
2022-08-24 16:42:19,177 INFO [train.py:927] (2/8) Epoch 8, batch 3600, giga_loss[loss=0.3241, simple_loss=0.3819, pruned_loss=0.1331, over 12407.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3195, pruned_loss=0.08133, over 2474158.12 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05921, over 18784.22 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3017, pruned_loss=0.06317, over 2032945.15 frames. utt_duration=1250 frames, utt_pad_proportion=0.05813, over 6513.03 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08152, over 2474705.79 frames. utt_duration=498.3 frames, utt_pad_proportion=0.0594, over 19925.34 utterances.], batch size: 146, lr: 4.43e-04
2022-08-24 16:44:03,071 INFO [train.py:927] (2/8) Epoch 8, batch 3650, giga_loss[loss=0.2917, simple_loss=0.3519, pruned_loss=0.1158, over 12434.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05117, over 162.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.323, pruned_loss=0.08423, over 2473856.34 frames. utt_duration=519.8 frames, utt_pad_proportion=0.05988, over 19091.41 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3011, pruned_loss=0.06277, over 2047515.69 frames. utt_duration=1260 frames, utt_pad_proportion=0.05653, over 6508.03 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3224, pruned_loss=0.08531, over 2474849.48 frames. utt_duration=486.6 frames, utt_pad_proportion=0.0605, over 20405.66 utterances.], batch size: 162, lr: 4.43e-04
2022-08-24 16:45:52,046 INFO [train.py:927] (2/8) Epoch 8, batch 3700, giga_loss[loss=0.2478, simple_loss=0.3247, pruned_loss=0.0855, over 12408.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03291, over 80.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3271, pruned_loss=0.08855, over 2473558.34 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06247, over 19786.65 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3011, pruned_loss=0.06273, over 2053492.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05573, over 6515.35 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.327, pruned_loss=0.08974, over 2474689.66 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06306, over 20990.58 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 16:47:41,944 INFO [train.py:927] (2/8) Epoch 8, batch 3750, giga_loss[loss=0.2542, simple_loss=0.3246, pruned_loss=0.09191, over 12343.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.3334, pruned_loss=0.0954, over 2474064.95 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06828, over 20253.21 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.301, pruned_loss=0.06322, over 2070018.10 frames. utt_duration=1269 frames, utt_pad_proportion=0.0539, over 6531.42 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3344, pruned_loss=0.09704, over 2475007.71 frames. utt_duration=457.5 frames, utt_pad_proportion=0.06909, over 21708.86 utterances.], batch size: 62, lr: 4.42e-04
2022-08-24 16:49:28,426 INFO [train.py:927] (2/8) Epoch 8, batch 3800, giga_loss[loss=0.3631, simple_loss=0.3871, pruned_loss=0.1696, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3347, pruned_loss=0.09833, over 2474489.53 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06894, over 20187.25 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.301, pruned_loss=0.06341, over 2088225.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05287, over 6582.10 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.337, pruned_loss=0.1009, over 2474907.21 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07013, over 21903.31 utterances.], batch size: 258, lr: 4.42e-04
2022-08-24 16:51:11,250 INFO [train.py:927] (2/8) Epoch 8, batch 3850, giga_loss[loss=0.3344, simple_loss=0.3782, pruned_loss=0.1453, over 12379.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07111, over 212.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.338, pruned_loss=0.1007, over 2475039.75 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07097, over 21420.73 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.301, pruned_loss=0.06341, over 2088225.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05287, over 6582.10 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3398, pruned_loss=0.1028, over 2475364.83 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07175, over 22756.37 utterances.], batch size: 212, lr: 4.42e-04
2022-08-24 16:52:58,617 INFO [train.py:927] (2/8) Epoch 8, batch 3900, giga_loss[loss=0.2192, simple_loss=0.303, pruned_loss=0.06769, over 12324.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03206, over 51.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3377, pruned_loss=0.1002, over 2474606.74 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07368, over 22171.95 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3003, pruned_loss=0.06313, over 2095476.96 frames. utt_duration=1277 frames, utt_pad_proportion=0.05221, over 6570.52 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3403, pruned_loss=0.1028, over 2475252.73 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07439, over 23523.08 utterances.], batch size: 51, lr: 4.42e-04
2022-08-24 16:54:48,127 INFO [train.py:927] (2/8) Epoch 8, batch 3950, giga_loss[loss=0.2282, simple_loss=0.3129, pruned_loss=0.0718, over 12453.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04192, over 34.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3355, pruned_loss=0.09746, over 2473969.23 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07729, over 22511.29 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2999, pruned_loss=0.06299, over 2104421.99 frames. utt_duration=1284 frames, utt_pad_proportion=0.05126, over 6561.37 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3387, pruned_loss=0.1004, over 2474878.95 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07803, over 23955.05 utterances.], batch size: 34, lr: 4.42e-04
2022-08-24 16:56:33,986 INFO [train.py:927] (2/8) Epoch 8, batch 4000, libri_loss[loss=0.1751, simple_loss=0.2595, pruned_loss=0.04539, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007734, over 30.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.331, pruned_loss=0.09343, over 2473269.50 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07699, over 21604.58 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2998, pruned_loss=0.06294, over 2117409.54 frames. utt_duration=1283 frames, utt_pad_proportion=0.05073, over 6607.21 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3348, pruned_loss=0.09687, over 2473771.45 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07801, over 23217.73 utterances.], batch size: 30, lr: 4.42e-04
2022-08-24 16:58:20,466 INFO [train.py:927] (2/8) Epoch 8, batch 4050, giga_loss[loss=0.336, simple_loss=0.3789, pruned_loss=0.1466, over 12374.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05995, over 182.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3292, pruned_loss=0.09183, over 2473940.55 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07602, over 21836.93 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2996, pruned_loss=0.06292, over 2120752.42 frames. utt_duration=1285 frames, utt_pad_proportion=0.05028, over 6607.14 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3325, pruned_loss=0.09479, over 2474504.12 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07705, over 23228.37 utterances.], batch size: 182, lr: 4.42e-04
2022-08-24 17:00:17,649 INFO [train.py:927] (2/8) Epoch 8, batch 4100, giga_loss[loss=0.2272, simple_loss=0.3079, pruned_loss=0.07323, over 12451.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03419, over 86.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3288, pruned_loss=0.09126, over 2474913.92 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07397, over 21585.27 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3005, pruned_loss=0.06322, over 2126021.18 frames. utt_duration=1271 frames, utt_pad_proportion=0.05479, over 6697.99 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3312, pruned_loss=0.09376, over 2475362.89 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07377, over 22802.63 utterances.], batch size: 86, lr: 4.42e-04
2022-08-24 17:02:04,551 INFO [train.py:927] (2/8) Epoch 8, batch 4150, libri_loss[loss=0.1725, simple_loss=0.2573, pruned_loss=0.04388, over 12207.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009846, over 29.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3293, pruned_loss=0.08963, over 2474643.64 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07547, over 21408.81 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3004, pruned_loss=0.06328, over 2136025.36 frames. utt_duration=1270 frames, utt_pad_proportion=0.05433, over 6733.75 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3321, pruned_loss=0.09235, over 2475311.99 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07557, over 22769.89 utterances.], batch size: 29, lr: 4.42e-04
2022-08-24 17:03:50,923 INFO [train.py:927] (2/8) Epoch 8, batch 4200, giga_loss[loss=0.2643, simple_loss=0.3451, pruned_loss=0.09179, over 12403.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03509, over 75.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3279, pruned_loss=0.08807, over 2474330.46 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07475, over 20422.84 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3007, pruned_loss=0.06348, over 2146050.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.05959, over 6866.93 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3307, pruned_loss=0.0908, over 2474872.94 frames. utt_duration=456 frames, utt_pad_proportion=0.0736, over 21779.27 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 17:05:38,789 INFO [train.py:927] (2/8) Epoch 8, batch 4250, giga_loss[loss=0.317, simple_loss=0.3558, pruned_loss=0.1392, over 12363.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3258, pruned_loss=0.08767, over 2474677.66 frames. utt_duration=474.3 frames, utt_pad_proportion=0.08073, over 20934.99 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3009, pruned_loss=0.06384, over 2152527.99 frames. utt_duration=1237 frames, utt_pad_proportion=0.0643, over 6970.89 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3282, pruned_loss=0.08998, over 2475137.96 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07846, over 22163.42 utterances.], batch size: 260, lr: 4.42e-04
2022-08-24 17:07:28,448 INFO [train.py:927] (2/8) Epoch 8, batch 4300, giga_loss[loss=0.2478, simple_loss=0.3232, pruned_loss=0.08623, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0357, over 105.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3237, pruned_loss=0.08608, over 2474713.35 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07782, over 20534.66 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3007, pruned_loss=0.0637, over 2155626.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.0638, over 6967.21 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.326, pruned_loss=0.08818, over 2475165.68 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07631, over 21612.88 utterances.], batch size: 105, lr: 4.42e-04
2022-08-24 17:09:13,535 INFO [train.py:927] (2/8) Epoch 8, batch 4350, giga_loss[loss=0.2408, simple_loss=0.326, pruned_loss=0.0778, over 12418.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03391, over 75.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3234, pruned_loss=0.08562, over 2474810.30 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07977, over 21258.47 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3009, pruned_loss=0.06358, over 2160353.54 frames. utt_duration=1237 frames, utt_pad_proportion=0.06415, over 6991.56 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3253, pruned_loss=0.08768, over 2475176.99 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0785, over 22276.43 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 17:11:01,971 INFO [train.py:927] (2/8) Epoch 8, batch 4400, giga_loss[loss=0.2317, simple_loss=0.3041, pruned_loss=0.07969, over 12374.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02594, over 48.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.321, pruned_loss=0.084, over 2474246.19 frames. utt_duration=473.7 frames, utt_pad_proportion=0.08211, over 20957.60 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.301, pruned_loss=0.0636, over 2166468.30 frames. utt_duration=1240 frames, utt_pad_proportion=0.06307, over 6994.62 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3228, pruned_loss=0.08603, over 2474656.38 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08144, over 22035.16 utterances.], batch size: 48, lr: 4.42e-04
2022-08-24 17:12:48,681 INFO [train.py:927] (2/8) Epoch 8, batch 4450, giga_loss[loss=0.2287, simple_loss=0.3066, pruned_loss=0.07543, over 12323.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03499, over 58.00 utterances.], tot_loss[loss=0.243, simple_loss=0.319, pruned_loss=0.0835, over 2474794.95 frames. utt_duration=471.4 frames, utt_pad_proportion=0.08228, over 21063.23 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3007, pruned_loss=0.06338, over 2172501.90 frames. utt_duration=1245 frames, utt_pad_proportion=0.06212, over 6989.79 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3211, pruned_loss=0.08563, over 2475188.98 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08214, over 22176.43 utterances.], batch size: 58, lr: 4.42e-04
2022-08-24 17:14:36,316 INFO [train.py:927] (2/8) Epoch 8, batch 4500, libri_loss[loss=0.2135, simple_loss=0.3075, pruned_loss=0.05978, over 12251.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004929, over 34.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3179, pruned_loss=0.08351, over 2474963.18 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07744, over 21348.62 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3007, pruned_loss=0.06336, over 2175315.72 frames. utt_duration=1247 frames, utt_pad_proportion=0.06158, over 6985.91 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3197, pruned_loss=0.0854, over 2475466.18 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07774, over 22361.13 utterances.], batch size: 34, lr: 4.42e-04
2022-08-24 17:16:22,892 INFO [train.py:927] (2/8) Epoch 8, batch 4550, giga_loss[loss=0.217, simple_loss=0.3021, pruned_loss=0.06595, over 12397.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02795, over 58.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3181, pruned_loss=0.08371, over 2474196.53 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07488, over 20866.20 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.301, pruned_loss=0.06328, over 2182425.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.0604, over 6987.36 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3197, pruned_loss=0.08573, over 2474878.19 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07571, over 21999.39 utterances.], batch size: 58, lr: 4.41e-04
2022-08-24 17:18:05,662 INFO [train.py:927] (2/8) Epoch 8, batch 4600, giga_loss[loss=0.2725, simple_loss=0.3388, pruned_loss=0.1031, over 12382.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02693, over 91.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3182, pruned_loss=0.08268, over 2473711.51 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07439, over 20544.33 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3015, pruned_loss=0.06371, over 2197826.52 frames. utt_duration=1226 frames, utt_pad_proportion=0.06786, over 7178.43 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.32, pruned_loss=0.08502, over 2474522.78 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07327, over 21992.99 utterances.], batch size: 91, lr: 4.41e-04
2022-08-24 17:19:51,331 INFO [train.py:927] (2/8) Epoch 8, batch 4650, giga_loss[loss=0.2167, simple_loss=0.3025, pruned_loss=0.06548, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3178, pruned_loss=0.08234, over 2474162.73 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07219, over 20090.67 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.301, pruned_loss=0.06358, over 2204577.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06649, over 7165.14 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3199, pruned_loss=0.0847, over 2474869.77 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07184, over 21532.85 utterances.], batch size: 70, lr: 4.41e-04
2022-08-24 17:21:36,345 INFO [train.py:927] (2/8) Epoch 8, batch 4700, giga_loss[loss=0.2183, simple_loss=0.2977, pruned_loss=0.06946, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03308, over 39.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3192, pruned_loss=0.08347, over 2474296.36 frames. utt_duration=493 frames, utt_pad_proportion=0.07103, over 20136.06 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3015, pruned_loss=0.06384, over 2212144.79 frames. utt_duration=1218 frames, utt_pad_proportion=0.07012, over 7272.37 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.321, pruned_loss=0.08566, over 2475240.86 frames. utt_duration=461 frames, utt_pad_proportion=0.06983, over 21546.52 utterances.], batch size: 39, lr: 4.41e-04
2022-08-24 17:23:20,113 INFO [train.py:927] (2/8) Epoch 8, batch 4750, giga_loss[loss=0.2581, simple_loss=0.3239, pruned_loss=0.0961, over 12372.00 frames. utt_duration=306.9 frames, utt_pad_proportion=0.05853, over 162.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08451, over 2474479.93 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06919, over 19864.72 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3022, pruned_loss=0.06429, over 2222423.48 frames. utt_duration=1207 frames, utt_pad_proportion=0.07302, over 7374.68 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08662, over 2475269.60 frames. utt_duration=464.9 frames, utt_pad_proportion=0.0673, over 21363.66 utterances.], batch size: 162, lr: 4.41e-04
2022-08-24 17:25:04,479 INFO [train.py:927] (2/8) Epoch 8, batch 4800, libri_loss[loss=0.2024, simple_loss=0.2882, pruned_loss=0.05829, over 12277.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006848, over 32.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3196, pruned_loss=0.08437, over 2474441.02 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06868, over 19926.28 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3022, pruned_loss=0.06433, over 2229671.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.07566, over 7431.09 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3213, pruned_loss=0.08662, over 2475294.33 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06636, over 21437.71 utterances.], batch size: 32, lr: 4.41e-04
2022-08-24 17:26:47,722 INFO [train.py:927] (2/8) Epoch 8, batch 4850, giga_loss[loss=0.2164, simple_loss=0.297, pruned_loss=0.06795, over 12353.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03999, over 113.00 utterances.], tot_loss[loss=0.241, simple_loss=0.318, pruned_loss=0.08197, over 2474059.41 frames. utt_duration=518.7 frames, utt_pad_proportion=0.0649, over 19133.74 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3019, pruned_loss=0.06406, over 2236884.03 frames. utt_duration=1206 frames, utt_pad_proportion=0.0739, over 7428.41 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.08449, over 2474784.94 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0637, over 20678.23 utterances.], batch size: 113, lr: 4.41e-04
2022-08-24 17:28:34,503 INFO [train.py:927] (2/8) Epoch 8, batch 4900, giga_loss[loss=0.2351, simple_loss=0.3041, pruned_loss=0.08302, over 12371.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03097, over 97.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3161, pruned_loss=0.08158, over 2473145.66 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07298, over 20238.36 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3012, pruned_loss=0.0637, over 2242932.24 frames. utt_duration=1212 frames, utt_pad_proportion=0.07257, over 7412.88 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3187, pruned_loss=0.08434, over 2474570.74 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07192, over 21805.36 utterances.], batch size: 97, lr: 4.41e-04
2022-08-24 17:30:18,590 INFO [train.py:927] (2/8) Epoch 8, batch 4950, giga_loss[loss=0.2421, simple_loss=0.3262, pruned_loss=0.07896, over 12418.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02458, over 91.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08208, over 2473661.34 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07351, over 19981.99 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3016, pruned_loss=0.06383, over 2253981.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.06949, over 7405.52 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3185, pruned_loss=0.08506, over 2475056.07 frames. utt_duration=454.5 frames, utt_pad_proportion=0.0736, over 21852.53 utterances.], batch size: 91, lr: 4.41e-04
2022-08-24 17:32:06,111 INFO [train.py:927] (2/8) Epoch 8, batch 5000, giga_loss[loss=0.2361, simple_loss=0.3273, pruned_loss=0.07246, over 12341.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03059, over 70.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3196, pruned_loss=0.08362, over 2473134.35 frames. utt_duration=494.4 frames, utt_pad_proportion=0.0768, over 20069.66 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3024, pruned_loss=0.06414, over 2261713.26 frames. utt_duration=1210 frames, utt_pad_proportion=0.07177, over 7488.93 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3213, pruned_loss=0.08635, over 2474121.06 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07609, over 21900.75 utterances.], batch size: 70, lr: 4.41e-04
2022-08-24 17:33:49,823 INFO [train.py:927] (2/8) Epoch 8, batch 5050, giga_loss[loss=0.2168, simple_loss=0.2924, pruned_loss=0.07062, over 12412.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03499, over 37.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3215, pruned_loss=0.08309, over 2473486.38 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07164, over 20013.14 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3024, pruned_loss=0.06424, over 2267414.23 frames. utt_duration=1213 frames, utt_pad_proportion=0.07047, over 7484.25 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3235, pruned_loss=0.08575, over 2474786.43 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07188, over 21835.28 utterances.], batch size: 37, lr: 4.41e-04
2022-08-24 17:35:34,191 INFO [train.py:927] (2/8) Epoch 8, batch 5100, libri_loss[loss=0.1868, simple_loss=0.2684, pruned_loss=0.05254, over 12220.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007004, over 31.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3234, pruned_loss=0.08503, over 2473633.76 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07408, over 20222.82 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3019, pruned_loss=0.06408, over 2270181.61 frames. utt_duration=1218 frames, utt_pad_proportion=0.06966, over 7467.07 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3256, pruned_loss=0.08753, over 2474931.14 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07436, over 21847.98 utterances.], batch size: 31, lr: 4.41e-04
2022-08-24 17:37:21,275 INFO [train.py:927] (2/8) Epoch 8, batch 5150, giga_loss[loss=0.2305, simple_loss=0.3085, pruned_loss=0.07624, over 12382.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02827, over 85.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3242, pruned_loss=0.08642, over 2473735.05 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07792, over 20800.85 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3019, pruned_loss=0.06408, over 2279021.65 frames. utt_duration=1219 frames, utt_pad_proportion=0.06799, over 7488.60 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.327, pruned_loss=0.08932, over 2474921.90 frames. utt_duration=439 frames, utt_pad_proportion=0.07851, over 22626.82 utterances.], batch size: 85, lr: 4.41e-04
2022-08-24 17:39:05,968 INFO [train.py:927] (2/8) Epoch 8, batch 5200, giga_loss[loss=0.2749, simple_loss=0.343, pruned_loss=0.1034, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04425, over 34.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.323, pruned_loss=0.08627, over 2473739.69 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07372, over 20800.38 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3016, pruned_loss=0.06395, over 2286403.08 frames. utt_duration=1221 frames, utt_pad_proportion=0.06636, over 7501.42 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3262, pruned_loss=0.0895, over 2474932.40 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07508, over 22732.72 utterances.], batch size: 34, lr: 4.41e-04
2022-08-24 17:40:54,245 INFO [train.py:927] (2/8) Epoch 8, batch 5250, giga_loss[loss=0.2351, simple_loss=0.3149, pruned_loss=0.07761, over 12276.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.03035, over 45.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3237, pruned_loss=0.08731, over 2473392.15 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07966, over 20940.90 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3024, pruned_loss=0.06407, over 2289170.38 frames. utt_duration=1211 frames, utt_pad_proportion=0.07037, over 7571.01 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3258, pruned_loss=0.09005, over 2474347.67 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07909, over 22581.22 utterances.], batch size: 45, lr: 4.41e-04
2022-08-24 17:42:39,022 INFO [train.py:927] (2/8) Epoch 8, batch 5300, giga_loss[loss=0.2247, simple_loss=0.3076, pruned_loss=0.07084, over 12321.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03064, over 66.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3212, pruned_loss=0.08633, over 2473446.62 frames. utt_duration=484.2 frames, utt_pad_proportion=0.0806, over 20493.56 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3027, pruned_loss=0.06435, over 2292620.19 frames. utt_duration=1201 frames, utt_pad_proportion=0.0744, over 7642.35 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.323, pruned_loss=0.0887, over 2474411.95 frames. utt_duration=451.8 frames, utt_pad_proportion=0.0789, over 21980.05 utterances.], batch size: 66, lr: 4.41e-04
2022-08-24 17:44:23,261 INFO [train.py:927] (2/8) Epoch 8, batch 5350, giga_loss[loss=0.2385, simple_loss=0.3137, pruned_loss=0.08164, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03343, over 43.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3213, pruned_loss=0.08578, over 2473923.43 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07827, over 20082.49 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3023, pruned_loss=0.0641, over 2295114.62 frames. utt_duration=1207 frames, utt_pad_proportion=0.07361, over 7617.84 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3233, pruned_loss=0.08816, over 2474878.92 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07733, over 21455.79 utterances.], batch size: 43, lr: 4.41e-04
2022-08-24 17:46:10,326 INFO [train.py:927] (2/8) Epoch 8, batch 5400, giga_loss[loss=0.2546, simple_loss=0.33, pruned_loss=0.08955, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3214, pruned_loss=0.08651, over 2472871.02 frames. utt_duration=477 frames, utt_pad_proportion=0.08484, over 20802.63 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3018, pruned_loss=0.0639, over 2299682.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.07226, over 7597.70 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3239, pruned_loss=0.08916, over 2474279.55 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08417, over 22259.91 utterances.], batch size: 97, lr: 4.41e-04
2022-08-24 17:47:55,132 INFO [train.py:927] (2/8) Epoch 8, batch 5450, giga_loss[loss=0.2548, simple_loss=0.3384, pruned_loss=0.0856, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04098, over 113.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3237, pruned_loss=0.08697, over 2473478.48 frames. utt_duration=470.6 frames, utt_pad_proportion=0.08488, over 21089.39 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.302, pruned_loss=0.06403, over 2303693.47 frames. utt_duration=1216 frames, utt_pad_proportion=0.0708, over 7586.98 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.326, pruned_loss=0.0895, over 2474846.50 frames. utt_duration=440.1 frames, utt_pad_proportion=0.0849, over 22570.52 utterances.], batch size: 113, lr: 4.40e-04
2022-08-24 17:49:46,317 INFO [train.py:927] (2/8) Epoch 8, batch 5500, giga_loss[loss=0.2387, simple_loss=0.3191, pruned_loss=0.07915, over 12377.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3242, pruned_loss=0.08514, over 2473393.25 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07764, over 19995.87 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3023, pruned_loss=0.064, over 2310255.03 frames. utt_duration=1223 frames, utt_pad_proportion=0.06851, over 7567.92 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3266, pruned_loss=0.08799, over 2474590.32 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07899, over 21670.93 utterances.], batch size: 97, lr: 4.40e-04
2022-08-24 17:51:28,910 INFO [train.py:927] (2/8) Epoch 8, batch 5550, giga_loss[loss=0.3508, simple_loss=0.3905, pruned_loss=0.1555, over 12382.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3268, pruned_loss=0.08753, over 2474028.44 frames. utt_duration=483 frames, utt_pad_proportion=0.0778, over 20550.76 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3022, pruned_loss=0.06396, over 2312859.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.068, over 7572.29 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3291, pruned_loss=0.09015, over 2474820.57 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07906, over 22053.60 utterances.], batch size: 260, lr: 4.40e-04
2022-08-24 17:53:14,160 INFO [train.py:927] (2/8) Epoch 8, batch 5600, giga_loss[loss=0.2378, simple_loss=0.3161, pruned_loss=0.07974, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02783, over 45.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3289, pruned_loss=0.09028, over 2473728.63 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08773, over 22379.45 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3023, pruned_loss=0.06407, over 2317550.78 frames. utt_duration=1214 frames, utt_pad_proportion=0.07117, over 7645.23 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3314, pruned_loss=0.09295, over 2474409.83 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08732, over 23885.54 utterances.], batch size: 45, lr: 4.40e-04
2022-08-24 17:54:59,609 INFO [train.py:927] (2/8) Epoch 8, batch 5650, giga_loss[loss=0.2435, simple_loss=0.3253, pruned_loss=0.0808, over 12394.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04033, over 40.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.08815, over 2474050.62 frames. utt_duration=458.3 frames, utt_pad_proportion=0.0827, over 21662.87 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3027, pruned_loss=0.06432, over 2321209.06 frames. utt_duration=1213 frames, utt_pad_proportion=0.07073, over 7666.72 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3301, pruned_loss=0.09064, over 2474789.14 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0829, over 23164.45 utterances.], batch size: 40, lr: 4.40e-04
2022-08-24 17:56:47,219 INFO [train.py:927] (2/8) Epoch 8, batch 5700, libri_loss[loss=0.2449, simple_loss=0.3458, pruned_loss=0.072, over 12313.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006547, over 36.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3279, pruned_loss=0.08701, over 2474175.57 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07826, over 20847.88 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3026, pruned_loss=0.06421, over 2323402.42 frames. utt_duration=1216 frames, utt_pad_proportion=0.06991, over 7649.81 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3301, pruned_loss=0.08937, over 2474854.08 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07896, over 22232.58 utterances.], batch size: 36, lr: 4.40e-04
2022-08-24 17:58:33,500 INFO [train.py:927] (2/8) Epoch 8, batch 5750, giga_loss[loss=0.2444, simple_loss=0.326, pruned_loss=0.08139, over 12437.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03496, over 86.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3281, pruned_loss=0.08719, over 2474773.37 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07436, over 21069.64 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3038, pruned_loss=0.06435, over 2324930.96 frames. utt_duration=1217 frames, utt_pad_proportion=0.06932, over 7649.33 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.329, pruned_loss=0.08912, over 2475278.22 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07532, over 22271.12 utterances.], batch size: 86, lr: 4.40e-04
2022-08-24 18:00:20,502 INFO [train.py:927] (2/8) Epoch 8, batch 5800, giga_loss[loss=0.2263, simple_loss=0.3001, pruned_loss=0.07627, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03039, over 45.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3256, pruned_loss=0.08694, over 2474611.69 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07887, over 21597.87 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3038, pruned_loss=0.06433, over 2327800.40 frames. utt_duration=1221 frames, utt_pad_proportion=0.06818, over 7635.44 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3267, pruned_loss=0.08891, over 2475110.45 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07984, over 22823.83 utterances.], batch size: 45, lr: 4.40e-04
2022-08-24 18:02:04,232 INFO [train.py:927] (2/8) Epoch 8, batch 5850, libri_loss[loss=0.23, simple_loss=0.3162, pruned_loss=0.07184, over 12405.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007413, over 38.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3223, pruned_loss=0.08551, over 2474036.30 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07676, over 20782.69 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3034, pruned_loss=0.06411, over 2330899.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.06695, over 7609.87 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3239, pruned_loss=0.08776, over 2474916.10 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07814, over 22092.90 utterances.], batch size: 38, lr: 4.40e-04
2022-08-24 18:03:46,407 INFO [train.py:927] (2/8) Epoch 8, batch 5900, giga_loss[loss=0.2116, simple_loss=0.2952, pruned_loss=0.064, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0297, over 91.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3193, pruned_loss=0.08271, over 2474403.22 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07186, over 20227.63 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3032, pruned_loss=0.06408, over 2334353.99 frames. utt_duration=1228 frames, utt_pad_proportion=0.06571, over 7612.57 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3212, pruned_loss=0.08499, over 2475187.31 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07374, over 21561.36 utterances.], batch size: 91, lr: 4.40e-04
2022-08-24 18:05:34,826 INFO [train.py:927] (2/8) Epoch 8, batch 5950, giga_loss[loss=0.3036, simple_loss=0.3528, pruned_loss=0.1272, over 12390.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3183, pruned_loss=0.08178, over 2474996.39 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07485, over 21447.73 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3034, pruned_loss=0.06406, over 2337971.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.06458, over 7628.10 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08401, over 2475483.51 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07653, over 22791.49 utterances.], batch size: 259, lr: 4.40e-04
2022-08-24 18:07:20,891 INFO [train.py:927] (2/8) Epoch 8, batch 6000, libri_loss[loss=0.2209, simple_loss=0.2923, pruned_loss=0.07475, over 12140.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005382, over 32.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3165, pruned_loss=0.08142, over 2475415.07 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07498, over 21520.26 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3034, pruned_loss=0.06401, over 2342575.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.06281, over 7601.54 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3183, pruned_loss=0.08383, over 2475957.70 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07692, over 23085.51 utterances.], batch size: 32, lr: 4.40e-04
2022-08-24 18:07:20,893 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 18:07:35,605 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1868, simple_loss=0.293, pruned_loss=0.0403, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 18:09:18,182 INFO [train.py:927] (2/8) Epoch 8, batch 6050, libri_loss[loss=0.2151, simple_loss=0.3018, pruned_loss=0.06417, over 12447.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006063, over 32.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3174, pruned_loss=0.08183, over 2475625.77 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07351, over 21103.18 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3033, pruned_loss=0.06395, over 2344010.52 frames. utt_duration=1237 frames, utt_pad_proportion=0.06235, over 7587.56 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.08395, over 2475949.79 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07534, over 22473.10 utterances.], batch size: 32, lr: 4.40e-04
2022-08-24 18:11:03,437 INFO [train.py:927] (2/8) Epoch 8, batch 6100, giga_loss[loss=0.2359, simple_loss=0.3142, pruned_loss=0.07882, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03464, over 39.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.319, pruned_loss=0.08332, over 2475157.15 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07522, over 21614.07 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3038, pruned_loss=0.06404, over 2345895.02 frames. utt_duration=1234 frames, utt_pad_proportion=0.0625, over 7613.79 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3201, pruned_loss=0.08517, over 2475467.92 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07657, over 22862.73 utterances.], batch size: 39, lr: 4.40e-04
2022-08-24 18:12:48,813 INFO [train.py:927] (2/8) Epoch 8, batch 6150, giga_loss[loss=0.224, simple_loss=0.3032, pruned_loss=0.0724, over 12330.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04896, over 26.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3183, pruned_loss=0.0826, over 2475361.63 frames. utt_duration=477.5 frames, utt_pad_proportion=0.074, over 20800.05 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3041, pruned_loss=0.06425, over 2350678.36 frames. utt_duration=1226 frames, utt_pad_proportion=0.06473, over 7680.93 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3194, pruned_loss=0.08451, over 2475338.59 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07451, over 22168.46 utterances.], batch size: 26, lr: 4.40e-04
2022-08-24 18:14:35,827 INFO [train.py:927] (2/8) Epoch 8, batch 6200, giga_loss[loss=0.2455, simple_loss=0.3277, pruned_loss=0.08163, over 12340.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.0293, over 66.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3186, pruned_loss=0.08278, over 2473882.35 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07573, over 20245.50 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3035, pruned_loss=0.06423, over 2356279.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06231, over 7640.96 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3206, pruned_loss=0.08527, over 2474808.50 frames. utt_duration=450.4 frames, utt_pad_proportion=0.077, over 22051.17 utterances.], batch size: 66, lr: 4.40e-04
2022-08-24 18:16:22,562 INFO [train.py:927] (2/8) Epoch 8, batch 6250, giga_loss[loss=0.2704, simple_loss=0.3395, pruned_loss=0.1007, over 12355.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04332, over 133.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3192, pruned_loss=0.08418, over 2473977.99 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07886, over 20586.30 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3035, pruned_loss=0.06431, over 2359456.07 frames. utt_duration=1226 frames, utt_pad_proportion=0.0658, over 7708.10 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08662, over 2475007.35 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07867, over 22324.85 utterances.], batch size: 133, lr: 4.40e-04
2022-08-24 18:18:08,362 INFO [train.py:927] (2/8) Epoch 8, batch 6300, libri_loss[loss=0.2165, simple_loss=0.3098, pruned_loss=0.06165, over 12373.00 frames. utt_duration=953.5 frames, utt_pad_proportion=0.07608, over 52.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3197, pruned_loss=0.08308, over 2474007.18 frames. utt_duration=483 frames, utt_pad_proportion=0.07615, over 20549.74 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3031, pruned_loss=0.06412, over 2363335.99 frames. utt_duration=1227 frames, utt_pad_proportion=0.06501, over 7712.49 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3223, pruned_loss=0.08593, over 2475409.30 frames. utt_duration=443 frames, utt_pad_proportion=0.07655, over 22423.72 utterances.], batch size: 52, lr: 4.39e-04
2022-08-24 18:19:56,368 INFO [train.py:927] (2/8) Epoch 8, batch 6350, giga_loss[loss=0.194, simple_loss=0.2735, pruned_loss=0.05723, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02679, over 48.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.08405, over 2474746.78 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07721, over 21285.39 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3033, pruned_loss=0.06417, over 2365947.59 frames. utt_duration=1224 frames, utt_pad_proportion=0.06484, over 7740.38 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3224, pruned_loss=0.08669, over 2475990.93 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07757, over 23040.78 utterances.], batch size: 48, lr: 4.39e-04
2022-08-24 18:21:44,379 INFO [train.py:927] (2/8) Epoch 8, batch 6400, giga_loss[loss=0.2416, simple_loss=0.3202, pruned_loss=0.08148, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08367, over 2474471.53 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07519, over 20714.31 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3028, pruned_loss=0.06389, over 2367547.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06385, over 7718.67 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3212, pruned_loss=0.08637, over 2475980.01 frames. utt_duration=444.2 frames, utt_pad_proportion=0.076, over 22367.47 utterances.], batch size: 62, lr: 4.39e-04
2022-08-24 18:23:30,016 INFO [train.py:927] (2/8) Epoch 8, batch 6450, giga_loss[loss=0.2925, simple_loss=0.3571, pruned_loss=0.114, over 12381.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0417, over 133.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3188, pruned_loss=0.08446, over 2474146.52 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07469, over 20774.94 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3026, pruned_loss=0.06386, over 2369277.60 frames. utt_duration=1231 frames, utt_pad_proportion=0.0631, over 7705.98 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3212, pruned_loss=0.08688, over 2475222.80 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07564, over 22266.31 utterances.], batch size: 133, lr: 4.39e-04
2022-08-24 18:25:17,835 INFO [train.py:927] (2/8) Epoch 8, batch 6500, giga_loss[loss=0.2445, simple_loss=0.3141, pruned_loss=0.08743, over 12358.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03654, over 122.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3177, pruned_loss=0.08358, over 2473901.32 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06902, over 20117.00 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3018, pruned_loss=0.06354, over 2371712.17 frames. utt_duration=1239 frames, utt_pad_proportion=0.06206, over 7668.74 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3206, pruned_loss=0.08622, over 2474903.44 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07055, over 21621.30 utterances.], batch size: 122, lr: 4.39e-04
2022-08-24 18:27:01,412 INFO [train.py:927] (2/8) Epoch 8, batch 6550, giga_loss[loss=0.2436, simple_loss=0.3137, pruned_loss=0.08671, over 12423.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04528, over 34.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.08499, over 2474104.45 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06704, over 19776.11 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3018, pruned_loss=0.06366, over 2373578.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.0623, over 7689.43 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08735, over 2475045.42 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06835, over 21169.47 utterances.], batch size: 34, lr: 4.39e-04
2022-08-24 18:28:45,358 INFO [train.py:927] (2/8) Epoch 8, batch 6600, giga_loss[loss=0.2725, simple_loss=0.3504, pruned_loss=0.09733, over 12324.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.0347, over 58.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3205, pruned_loss=0.08571, over 2474564.31 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07185, over 19979.66 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3023, pruned_loss=0.06372, over 2375572.65 frames. utt_duration=1235 frames, utt_pad_proportion=0.06215, over 7704.31 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3224, pruned_loss=0.08792, over 2475313.11 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07273, over 21284.95 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:30:30,759 INFO [train.py:927] (2/8) Epoch 8, batch 6650, giga_loss[loss=0.2428, simple_loss=0.3201, pruned_loss=0.08282, over 12450.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03129, over 75.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08595, over 2474316.60 frames. utt_duration=492.7 frames, utt_pad_proportion=0.08008, over 20148.38 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3025, pruned_loss=0.06383, over 2379439.36 frames. utt_duration=1223 frames, utt_pad_proportion=0.06604, over 7789.33 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.323, pruned_loss=0.08846, over 2474937.33 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07916, over 21585.37 utterances.], batch size: 75, lr: 4.39e-04
2022-08-24 18:32:15,711 INFO [train.py:927] (2/8) Epoch 8, batch 6700, libri_loss[loss=0.2123, simple_loss=0.2929, pruned_loss=0.06586, over 12465.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004885, over 35.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3215, pruned_loss=0.08674, over 2474079.84 frames. utt_duration=483.2 frames, utt_pad_proportion=0.08116, over 20543.78 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3023, pruned_loss=0.06366, over 2383288.82 frames. utt_duration=1226 frames, utt_pad_proportion=0.06432, over 7782.77 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3241, pruned_loss=0.08974, over 2474472.64 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08108, over 22174.44 utterances.], batch size: 35, lr: 4.39e-04
2022-08-24 18:34:01,013 INFO [train.py:927] (2/8) Epoch 8, batch 6750, giga_loss[loss=0.2315, simple_loss=0.3123, pruned_loss=0.0754, over 12308.00 frames. utt_duration=850 frames, utt_pad_proportion=0.03624, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3228, pruned_loss=0.08786, over 2473416.05 frames. utt_duration=491 frames, utt_pad_proportion=0.07653, over 20211.27 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3017, pruned_loss=0.06343, over 2384936.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06342, over 7752.33 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3257, pruned_loss=0.09084, over 2473847.12 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07715, over 21750.78 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:35:45,793 INFO [train.py:927] (2/8) Epoch 8, batch 6800, giga_loss[loss=0.2711, simple_loss=0.3394, pruned_loss=0.1014, over 12387.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06433, over 183.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3241, pruned_loss=0.08835, over 2473058.28 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07956, over 20773.78 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3018, pruned_loss=0.0634, over 2387902.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.06126, over 7720.96 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3273, pruned_loss=0.09179, over 2474254.27 frames. utt_duration=440 frames, utt_pad_proportion=0.08076, over 22566.19 utterances.], batch size: 183, lr: 4.39e-04
2022-08-24 18:37:27,924 INFO [train.py:927] (2/8) Epoch 8, batch 6850, giga_loss[loss=0.2124, simple_loss=0.2961, pruned_loss=0.06434, over 12345.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.03024, over 66.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08758, over 2473377.55 frames. utt_duration=477.6 frames, utt_pad_proportion=0.08146, over 20778.39 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3023, pruned_loss=0.06368, over 2390570.46 frames. utt_duration=1225 frames, utt_pad_proportion=0.0645, over 7817.04 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3263, pruned_loss=0.09078, over 2474208.57 frames. utt_duration=441.4 frames, utt_pad_proportion=0.0816, over 22497.68 utterances.], batch size: 66, lr: 4.39e-04
2022-08-24 18:39:11,084 INFO [train.py:927] (2/8) Epoch 8, batch 6900, libri_loss[loss=0.2557, simple_loss=0.3366, pruned_loss=0.08739, over 12338.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01615, over 41.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3216, pruned_loss=0.08631, over 2473640.57 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07708, over 20319.54 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3012, pruned_loss=0.06328, over 2393331.83 frames. utt_duration=1234 frames, utt_pad_proportion=0.06284, over 7767.37 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3255, pruned_loss=0.0901, over 2474786.58 frames. utt_duration=446.7 frames, utt_pad_proportion=0.0782, over 22234.61 utterances.], batch size: 41, lr: 4.39e-04
2022-08-24 18:40:57,888 INFO [train.py:927] (2/8) Epoch 8, batch 6950, libri_loss[loss=0.2168, simple_loss=0.3049, pruned_loss=0.06441, over 12335.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006877, over 33.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3219, pruned_loss=0.0867, over 2473249.63 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07599, over 20413.32 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3006, pruned_loss=0.06302, over 2394698.48 frames. utt_duration=1242 frames, utt_pad_proportion=0.06177, over 7724.64 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3261, pruned_loss=0.09052, over 2474747.98 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07741, over 22287.58 utterances.], batch size: 33, lr: 4.39e-04
2022-08-24 18:42:47,435 INFO [train.py:927] (2/8) Epoch 8, batch 7000, giga_loss[loss=0.2396, simple_loss=0.3263, pruned_loss=0.07645, over 12259.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03746, over 28.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.324, pruned_loss=0.08932, over 2473313.54 frames. utt_duration=462.7 frames, utt_pad_proportion=0.08019, over 21451.02 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3009, pruned_loss=0.06311, over 2395820.67 frames. utt_duration=1244 frames, utt_pad_proportion=0.06103, over 7711.84 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3273, pruned_loss=0.09261, over 2474540.23 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08125, over 23123.99 utterances.], batch size: 28, lr: 4.39e-04
2022-08-24 18:44:32,092 INFO [train.py:927] (2/8) Epoch 8, batch 7050, giga_loss[loss=0.2615, simple_loss=0.3293, pruned_loss=0.09684, over 12420.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04611, over 147.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3248, pruned_loss=0.08935, over 2473989.24 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0779, over 21236.01 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3012, pruned_loss=0.06314, over 2398167.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05957, over 7698.68 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3278, pruned_loss=0.09269, over 2474928.98 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07957, over 22967.23 utterances.], batch size: 147, lr: 4.39e-04
2022-08-24 18:46:16,061 INFO [train.py:927] (2/8) Epoch 8, batch 7100, giga_loss[loss=0.2063, simple_loss=0.2939, pruned_loss=0.05938, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04254, over 31.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3239, pruned_loss=0.08791, over 2474482.65 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0796, over 21429.49 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3016, pruned_loss=0.06331, over 2400013.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06363, over 7778.84 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3265, pruned_loss=0.09102, over 2475263.36 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07985, over 23054.67 utterances.], batch size: 31, lr: 4.39e-04
2022-08-24 18:47:57,914 INFO [train.py:927] (2/8) Epoch 8, batch 7150, giga_loss[loss=0.2439, simple_loss=0.3176, pruned_loss=0.08509, over 12448.00 frames. utt_duration=906.8 frames, utt_pad_proportion=0.02912, over 55.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3244, pruned_loss=0.08807, over 2474825.10 frames. utt_duration=453 frames, utt_pad_proportion=0.07724, over 21926.32 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3017, pruned_loss=0.06346, over 2401636.94 frames. utt_duration=1229 frames, utt_pad_proportion=0.06693, over 7828.01 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3269, pruned_loss=0.091, over 2475664.87 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07686, over 23501.36 utterances.], batch size: 55, lr: 4.38e-04
2022-08-24 18:49:44,543 INFO [train.py:927] (2/8) Epoch 8, batch 7200, giga_loss[loss=0.2876, simple_loss=0.355, pruned_loss=0.1101, over 12396.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06845, over 184.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08814, over 2474558.33 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08038, over 22905.50 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3018, pruned_loss=0.06358, over 2402580.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.06697, over 7845.38 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3261, pruned_loss=0.09065, over 2475344.13 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07994, over 24304.86 utterances.], batch size: 184, lr: 4.38e-04
2022-08-24 18:51:31,821 INFO [train.py:927] (2/8) Epoch 8, batch 7250, giga_loss[loss=0.249, simple_loss=0.3179, pruned_loss=0.0901, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3199, pruned_loss=0.08616, over 2473839.73 frames. utt_duration=457 frames, utt_pad_proportion=0.074, over 21722.94 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3014, pruned_loss=0.06337, over 2403048.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.06653, over 7825.98 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3222, pruned_loss=0.08852, over 2474681.57 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07411, over 22968.76 utterances.], batch size: 97, lr: 4.38e-04
2022-08-24 18:53:20,208 INFO [train.py:927] (2/8) Epoch 8, batch 7300, giga_loss[loss=0.2065, simple_loss=0.2927, pruned_loss=0.06014, over 12339.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03057, over 70.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3179, pruned_loss=0.08564, over 2473709.14 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07406, over 20921.47 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3012, pruned_loss=0.06343, over 2404161.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.06564, over 7811.50 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3202, pruned_loss=0.08788, over 2474664.07 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0745, over 22171.48 utterances.], batch size: 70, lr: 4.38e-04
2022-08-24 18:55:08,398 INFO [train.py:927] (2/8) Epoch 8, batch 7350, giga_loss[loss=0.2216, simple_loss=0.308, pruned_loss=0.06761, over 12352.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04026, over 113.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08289, over 2474202.74 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07325, over 21526.48 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3007, pruned_loss=0.06313, over 2406729.29 frames. utt_duration=1239 frames, utt_pad_proportion=0.06393, over 7780.44 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3196, pruned_loss=0.08565, over 2474805.79 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07421, over 22976.10 utterances.], batch size: 113, lr: 4.38e-04
2022-08-24 18:56:53,540 INFO [train.py:927] (2/8) Epoch 8, batch 7400, giga_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.06763, over 12468.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02962, over 55.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3146, pruned_loss=0.07967, over 2474679.57 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07214, over 22415.20 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3004, pruned_loss=0.06307, over 2407335.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.0642, over 7790.51 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3173, pruned_loss=0.08215, over 2475513.71 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07292, over 23738.87 utterances.], batch size: 55, lr: 4.38e-04
2022-08-24 18:58:40,674 INFO [train.py:927] (2/8) Epoch 8, batch 7450, giga_loss[loss=0.2055, simple_loss=0.2958, pruned_loss=0.0576, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.312, pruned_loss=0.07678, over 2474531.36 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07569, over 23156.39 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3008, pruned_loss=0.06322, over 2408684.72 frames. utt_duration=1240 frames, utt_pad_proportion=0.06293, over 7779.78 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3142, pruned_loss=0.07896, over 2475520.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07656, over 24567.08 utterances.], batch size: 58, lr: 4.38e-04
2022-08-24 19:00:30,813 INFO [train.py:927] (2/8) Epoch 8, batch 7500, libri_loss[loss=0.2147, simple_loss=0.291, pruned_loss=0.06918, over 12115.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006696, over 32.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3129, pruned_loss=0.07473, over 2474553.01 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07154, over 22549.96 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3013, pruned_loss=0.06316, over 2410646.92 frames. utt_duration=1243 frames, utt_pad_proportion=0.06145, over 7763.94 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3146, pruned_loss=0.07703, over 2476226.19 frames. utt_duration=408.7 frames, utt_pad_proportion=0.07306, over 24320.92 utterances.], batch size: 32, lr: 4.38e-04
2022-08-24 19:02:14,645 INFO [train.py:927] (2/8) Epoch 8, batch 7550, giga_loss[loss=0.2222, simple_loss=0.2902, pruned_loss=0.07705, over 12377.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1832, over 360.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3112, pruned_loss=0.07333, over 2474447.28 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07133, over 23183.90 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3012, pruned_loss=0.06303, over 2411475.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.06085, over 7765.48 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3129, pruned_loss=0.07547, over 2476177.94 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07274, over 24859.72 utterances.], batch size: 360, lr: 4.38e-04
2022-08-24 19:03:57,905 INFO [train.py:927] (2/8) Epoch 8, batch 7600, giga_loss[loss=0.2171, simple_loss=0.3043, pruned_loss=0.06494, over 12364.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03917, over 113.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3093, pruned_loss=0.07231, over 2474702.82 frames. utt_duration=408.6 frames, utt_pad_proportion=0.07367, over 24310.86 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.301, pruned_loss=0.06298, over 2412480.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.06015, over 7761.06 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.311, pruned_loss=0.07423, over 2476277.73 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07486, over 25920.67 utterances.], batch size: 113, lr: 4.38e-04
2022-08-24 19:05:43,836 INFO [train.py:927] (2/8) Epoch 8, batch 7650, giga_loss[loss=0.2189, simple_loss=0.3055, pruned_loss=0.06613, over 12455.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03648, over 105.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3077, pruned_loss=0.07067, over 2474932.84 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07052, over 23623.10 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3006, pruned_loss=0.06284, over 2413436.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05941, over 7732.35 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3096, pruned_loss=0.07252, over 2476745.49 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07196, over 25313.77 utterances.], batch size: 105, lr: 4.38e-04
2022-08-24 19:07:26,875 INFO [train.py:927] (2/8) Epoch 8, batch 7700, libri_loss[loss=0.2167, simple_loss=0.3076, pruned_loss=0.06293, over 12279.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.06809, over 51.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3047, pruned_loss=0.06813, over 2474486.79 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06773, over 23266.47 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3004, pruned_loss=0.06265, over 2414532.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05809, over 7715.21 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3066, pruned_loss=0.06999, over 2476932.28 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06952, over 25151.12 utterances.], batch size: 51, lr: 4.38e-04
2022-08-24 19:09:12,488 INFO [train.py:927] (2/8) Epoch 8, batch 7750, giga_loss[loss=0.1595, simple_loss=0.249, pruned_loss=0.03497, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04019, over 28.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3013, pruned_loss=0.06659, over 2474594.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06612, over 22665.65 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2998, pruned_loss=0.06234, over 2415797.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.05704, over 7684.70 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06845, over 2476745.02 frames. utt_duration=405 frames, utt_pad_proportion=0.06806, over 24550.34 utterances.], batch size: 28, lr: 4.38e-04
2022-08-24 19:11:04,804 INFO [train.py:927] (2/8) Epoch 8, batch 7800, giga_loss[loss=0.1935, simple_loss=0.2818, pruned_loss=0.05264, over 12353.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.1869, over 361.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.302, pruned_loss=0.0663, over 2475532.31 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06561, over 23041.70 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2998, pruned_loss=0.0624, over 2417712.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05563, over 7656.39 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3037, pruned_loss=0.06787, over 2477369.11 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06761, over 25047.54 utterances.], batch size: 361, lr: 4.38e-04
2022-08-24 19:13:09,103 INFO [train.py:927] (2/8) Epoch 8, batch 7850, giga_loss[loss=0.2073, simple_loss=0.3046, pruned_loss=0.05504, over 12442.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04752, over 147.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3025, pruned_loss=0.06562, over 2475063.68 frames. utt_duration=439.1 frames, utt_pad_proportion=0.06317, over 22618.09 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3005, pruned_loss=0.06279, over 2418718.27 frames. utt_duration=1266 frames, utt_pad_proportion=0.05465, over 7648.90 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3034, pruned_loss=0.06663, over 2476923.78 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0653, over 24558.33 utterances.], batch size: 147, lr: 4.38e-04
2022-08-24 19:15:08,148 INFO [train.py:927] (2/8) Epoch 8, batch 7900, giga_loss[loss=0.2231, simple_loss=0.2972, pruned_loss=0.07449, over 12410.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09587, over 256.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3003, pruned_loss=0.06408, over 2475324.22 frames. utt_duration=435.9 frames, utt_pad_proportion=0.06076, over 22785.53 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06263, over 2419718.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.05376, over 7621.03 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3014, pruned_loss=0.06508, over 2477173.06 frames. utt_duration=402.4 frames, utt_pad_proportion=0.0629, over 24710.76 utterances.], batch size: 256, lr: 4.38e-04
2022-08-24 19:17:18,420 INFO [train.py:927] (2/8) Epoch 8, batch 7950, giga_loss[loss=0.1997, simple_loss=0.2831, pruned_loss=0.0582, over 12471.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02956, over 55.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.299, pruned_loss=0.06287, over 2476042.32 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06415, over 23604.07 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06271, over 2420642.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05304, over 7626.65 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2997, pruned_loss=0.0636, over 2477660.97 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06585, over 25396.27 utterances.], batch size: 55, lr: 4.38e-04
2022-08-24 19:19:16,221 INFO [train.py:927] (2/8) Epoch 8, batch 8000, giga_loss[loss=0.2024, simple_loss=0.2863, pruned_loss=0.05926, over 12364.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03157, over 62.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2961, pruned_loss=0.06204, over 2475777.26 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06676, over 23522.87 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2993, pruned_loss=0.06235, over 2422847.73 frames. utt_duration=1278 frames, utt_pad_proportion=0.05162, over 7589.73 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2974, pruned_loss=0.06298, over 2477585.28 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06855, over 25777.40 utterances.], batch size: 62, lr: 4.38e-04
2022-08-24 19:21:10,967 INFO [train.py:927] (2/8) Epoch 8, batch 8050, giga_loss[loss=0.2014, simple_loss=0.293, pruned_loss=0.05493, over 12393.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06023, over 182.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.296, pruned_loss=0.0617, over 2475941.09 frames. utt_duration=417.3 frames, utt_pad_proportion=0.0656, over 23807.09 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2994, pruned_loss=0.06238, over 2423582.06 frames. utt_duration=1280 frames, utt_pad_proportion=0.05089, over 7580.05 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2968, pruned_loss=0.06241, over 2477682.28 frames. utt_duration=384 frames, utt_pad_proportion=0.06735, over 25897.34 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:23:26,359 INFO [train.py:927] (2/8) Epoch 8, batch 8100, giga_loss[loss=0.1758, simple_loss=0.2608, pruned_loss=0.04534, over 12412.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.03985, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2964, pruned_loss=0.06121, over 2476481.11 frames. utt_duration=429.4 frames, utt_pad_proportion=0.06242, over 23137.04 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3001, pruned_loss=0.06269, over 2425872.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.05037, over 7619.56 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2964, pruned_loss=0.06149, over 2477678.31 frames. utt_duration=392.3 frames, utt_pad_proportion=0.0644, over 25345.98 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:25:25,828 INFO [train.py:927] (2/8) Epoch 8, batch 8150, giga_loss[loss=0.2014, simple_loss=0.2983, pruned_loss=0.05227, over 12354.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2959, pruned_loss=0.06112, over 2476484.65 frames. utt_duration=432.3 frames, utt_pad_proportion=0.06133, over 22981.14 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.06257, over 2427255.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.04922, over 7599.20 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2961, pruned_loss=0.06139, over 2478242.69 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06348, over 25411.86 utterances.], batch size: 58, lr: 4.37e-04
2022-08-24 19:27:29,654 INFO [train.py:927] (2/8) Epoch 8, batch 8200, libri_loss[loss=0.1751, simple_loss=0.2587, pruned_loss=0.04579, over 12460.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009926, over 29.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2978, pruned_loss=0.06034, over 2477132.42 frames. utt_duration=425.1 frames, utt_pad_proportion=0.0643, over 23377.63 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.06238, over 2429638.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.05177, over 7638.48 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2985, pruned_loss=0.06066, over 2478604.47 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06537, over 26065.39 utterances.], batch size: 29, lr: 4.37e-04
2022-08-24 19:29:34,887 INFO [train.py:927] (2/8) Epoch 8, batch 8250, giga_loss[loss=0.2001, simple_loss=0.2908, pruned_loss=0.05471, over 12426.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03721, over 105.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2985, pruned_loss=0.05952, over 2476322.98 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06239, over 22929.33 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2989, pruned_loss=0.0622, over 2430635.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.05035, over 7622.07 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2992, pruned_loss=0.05988, over 2478307.88 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06397, over 25690.21 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:31:43,243 INFO [train.py:927] (2/8) Epoch 8, batch 8300, giga_loss[loss=0.2177, simple_loss=0.2985, pruned_loss=0.06843, over 12450.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.0483, over 161.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.299, pruned_loss=0.06017, over 2476833.40 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06426, over 23062.33 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2988, pruned_loss=0.06221, over 2431885.88 frames. utt_duration=1269 frames, utt_pad_proportion=0.05396, over 7675.28 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2996, pruned_loss=0.06036, over 2478742.01 frames. utt_duration=387 frames, utt_pad_proportion=0.06443, over 25698.63 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:34:13,362 INFO [train.py:927] (2/8) Epoch 8, batch 8350, giga_loss[loss=0.2014, simple_loss=0.2837, pruned_loss=0.05951, over 12415.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04047, over 105.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2995, pruned_loss=0.06119, over 2477374.69 frames. utt_duration=431 frames, utt_pad_proportion=0.0619, over 23055.47 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2989, pruned_loss=0.06224, over 2432791.09 frames. utt_duration=1256 frames, utt_pad_proportion=0.05756, over 7756.67 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.3, pruned_loss=0.06131, over 2478885.55 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06145, over 25350.29 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:36:23,701 INFO [train.py:927] (2/8) Epoch 8, batch 8400, giga_loss[loss=0.1876, simple_loss=0.2791, pruned_loss=0.04806, over 12439.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.0568, over 182.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2959, pruned_loss=0.0594, over 2476944.84 frames. utt_duration=441.6 frames, utt_pad_proportion=0.06176, over 22499.36 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2987, pruned_loss=0.06219, over 2433760.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.06205, over 7835.66 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2964, pruned_loss=0.05947, over 2478476.30 frames. utt_duration=403.1 frames, utt_pad_proportion=0.0601, over 24667.35 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:38:26,994 INFO [train.py:927] (2/8) Epoch 8, batch 8450, giga_loss[loss=0.2192, simple_loss=0.3059, pruned_loss=0.06622, over 12448.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04458, over 134.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2958, pruned_loss=0.06, over 2477659.77 frames. utt_duration=437.5 frames, utt_pad_proportion=0.06351, over 22711.84 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2992, pruned_loss=0.0624, over 2435484.03 frames. utt_duration=1241 frames, utt_pad_proportion=0.06079, over 7858.14 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05978, over 2478686.52 frames. utt_duration=399.2 frames, utt_pad_proportion=0.0624, over 24908.22 utterances.], batch size: 134, lr: 4.37e-04
2022-08-24 19:40:33,355 INFO [train.py:927] (2/8) Epoch 8, batch 8500, giga_loss[loss=0.1965, simple_loss=0.2807, pruned_loss=0.0561, over 12412.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04532, over 161.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2964, pruned_loss=0.06075, over 2477376.46 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06228, over 22493.56 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2992, pruned_loss=0.06242, over 2436053.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.06065, over 7869.06 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06053, over 2478241.73 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06152, over 24420.91 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:42:38,297 INFO [train.py:927] (2/8) Epoch 8, batch 8550, giga_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06329, over 12386.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02514, over 48.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2964, pruned_loss=0.06129, over 2476946.15 frames. utt_duration=455.6 frames, utt_pad_proportion=0.06016, over 21805.40 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2994, pruned_loss=0.06247, over 2436946.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.05904, over 7837.00 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.296, pruned_loss=0.06104, over 2478168.05 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06018, over 23849.85 utterances.], batch size: 48, lr: 4.37e-04
2022-08-24 19:44:51,101 INFO [train.py:927] (2/8) Epoch 8, batch 8600, giga_loss[loss=0.2104, simple_loss=0.292, pruned_loss=0.06435, over 12440.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02637, over 80.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2974, pruned_loss=0.06121, over 2476293.26 frames. utt_duration=456.8 frames, utt_pad_proportion=0.05897, over 21738.91 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06248, over 2437634.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05749, over 7810.92 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.297, pruned_loss=0.06099, over 2477930.66 frames. utt_duration=416.8 frames, utt_pad_proportion=0.05951, over 23850.76 utterances.], batch size: 80, lr: 4.37e-04
2022-08-24 19:47:05,977 INFO [train.py:927] (2/8) Epoch 8, batch 8650, giga_loss[loss=0.1815, simple_loss=0.2663, pruned_loss=0.04841, over 12389.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06042, over 182.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.296, pruned_loss=0.06119, over 2476702.54 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06098, over 22709.21 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.06245, over 2438345.37 frames. utt_duration=1250 frames, utt_pad_proportion=0.0572, over 7813.72 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2956, pruned_loss=0.06103, over 2477881.65 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06136, over 24572.71 utterances.], batch size: 182, lr: 4.37e-04
2022-08-24 19:49:09,196 INFO [train.py:927] (2/8) Epoch 8, batch 8700, libri_loss[loss=0.1993, simple_loss=0.2859, pruned_loss=0.05639, over 12342.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006314, over 33.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2937, pruned_loss=0.06093, over 2477389.32 frames. utt_duration=438.9 frames, utt_pad_proportion=0.06078, over 22636.18 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.06254, over 2440030.94 frames. utt_duration=1254 frames, utt_pad_proportion=0.05561, over 7790.26 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2931, pruned_loss=0.06069, over 2478217.66 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06159, over 24713.98 utterances.], batch size: 33, lr: 4.37e-04
2022-08-24 19:51:03,738 INFO [train.py:927] (2/8) Epoch 8, batch 8750, giga_loss[loss=0.2132, simple_loss=0.2957, pruned_loss=0.06534, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03475, over 43.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2938, pruned_loss=0.06123, over 2477933.36 frames. utt_duration=441.8 frames, utt_pad_proportion=0.05795, over 22496.87 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2995, pruned_loss=0.0624, over 2440964.39 frames. utt_duration=1256 frames, utt_pad_proportion=0.05458, over 7783.66 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2934, pruned_loss=0.06113, over 2478595.58 frames. utt_duration=406.1 frames, utt_pad_proportion=0.05914, over 24487.88 utterances.], batch size: 43, lr: 4.37e-04
2022-08-24 19:53:09,081 INFO [train.py:927] (2/8) Epoch 8, batch 8800, giga_loss[loss=0.2016, simple_loss=0.2868, pruned_loss=0.05821, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03532, over 113.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2923, pruned_loss=0.05976, over 2477789.28 frames. utt_duration=439 frames, utt_pad_proportion=0.05608, over 22638.54 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2993, pruned_loss=0.06214, over 2441677.84 frames. utt_duration=1259 frames, utt_pad_proportion=0.05361, over 7767.45 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2919, pruned_loss=0.05985, over 2478662.21 frames. utt_duration=403.4 frames, utt_pad_proportion=0.05746, over 24651.16 utterances.], batch size: 113, lr: 4.37e-04
2022-08-24 19:55:25,837 INFO [train.py:927] (2/8) Epoch 8, batch 8850, giga_loss[loss=0.2235, simple_loss=0.3083, pruned_loss=0.06939, over 12348.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03118, over 85.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2901, pruned_loss=0.05871, over 2478019.80 frames. utt_duration=426 frames, utt_pad_proportion=0.06412, over 23331.60 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2998, pruned_loss=0.06222, over 2441929.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.05318, over 7762.78 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2893, pruned_loss=0.0587, over 2478796.25 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06475, over 25038.46 utterances.], batch size: 85, lr: 4.37e-04
2022-08-24 19:57:33,902 INFO [train.py:927] (2/8) Epoch 8, batch 8900, giga_loss[loss=0.2484, simple_loss=0.3233, pruned_loss=0.08679, over 12401.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07074, over 212.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2912, pruned_loss=0.05922, over 2478402.77 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06241, over 23326.57 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3001, pruned_loss=0.06227, over 2442085.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.05298, over 7764.96 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2903, pruned_loss=0.05915, over 2479033.72 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06307, over 24730.42 utterances.], batch size: 212, lr: 4.37e-04
2022-08-24 19:59:35,434 INFO [train.py:927] (2/8) Epoch 8, batch 8950, giga_loss[loss=0.1962, simple_loss=0.2939, pruned_loss=0.04925, over 12394.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03201, over 122.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2915, pruned_loss=0.05857, over 2478607.77 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06064, over 23633.97 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3004, pruned_loss=0.06226, over 2442181.36 frames. utt_duration=1261 frames, utt_pad_proportion=0.05256, over 7758.32 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2904, pruned_loss=0.05849, over 2479357.06 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06139, over 24892.59 utterances.], batch size: 122, lr: 4.36e-04
2022-08-24 20:01:34,846 INFO [train.py:927] (2/8) Epoch 8, batch 9000, giga_loss[loss=0.222, simple_loss=0.3071, pruned_loss=0.06846, over 12317.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02674, over 79.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2935, pruned_loss=0.05881, over 2478252.63 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06457, over 24060.40 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3008, pruned_loss=0.06232, over 2442686.48 frames. utt_duration=1265 frames, utt_pad_proportion=0.05156, over 7730.62 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2922, pruned_loss=0.05861, over 2479180.04 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06528, over 25425.46 utterances.], batch size: 79, lr: 4.36e-04
2022-08-24 20:01:34,847 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1842, simple_loss=0.2944, pruned_loss=0.037, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 20:03:45,653 INFO [train.py:927] (2/8) Epoch 8, batch 9050, giga_loss[loss=0.2035, simple_loss=0.2865, pruned_loss=0.06024, over 12436.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06783, over 212.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2943, pruned_loss=0.05962, over 2478408.30 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06501, over 24762.85 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3002, pruned_loss=0.06213, over 2443456.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.0502, over 7697.50 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2935, pruned_loss=0.05954, over 2479590.03 frames. utt_duration=376.7 frames, utt_pad_proportion=0.066, over 26416.36 utterances.], batch size: 212, lr: 4.36e-04
2022-08-24 20:05:47,715 INFO [train.py:927] (2/8) Epoch 8, batch 9100, giga_loss[loss=0.2236, simple_loss=0.3034, pruned_loss=0.07189, over 12471.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2933, pruned_loss=0.05909, over 2477877.31 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06597, over 24036.41 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3007, pruned_loss=0.06232, over 2444929.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.05757, over 7856.97 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.292, pruned_loss=0.05876, over 2479049.12 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06515, over 25999.07 utterances.], batch size: 98, lr: 4.36e-04
2022-08-24 20:07:45,889 INFO [train.py:927] (2/8) Epoch 8, batch 9150, giga_loss[loss=0.1947, simple_loss=0.2803, pruned_loss=0.05453, over 12406.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03369, over 113.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2903, pruned_loss=0.05795, over 2477397.24 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06687, over 23997.06 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3007, pruned_loss=0.06235, over 2445411.90 frames. utt_duration=1250 frames, utt_pad_proportion=0.05668, over 7835.00 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2891, pruned_loss=0.05758, over 2478483.66 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06644, over 25876.60 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:09:53,339 INFO [train.py:927] (2/8) Epoch 8, batch 9200, giga_loss[loss=0.2049, simple_loss=0.2945, pruned_loss=0.05768, over 12396.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2923, pruned_loss=0.05892, over 2477273.70 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06952, over 24551.32 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3004, pruned_loss=0.06218, over 2445856.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05587, over 7808.53 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2915, pruned_loss=0.05871, over 2478301.31 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06929, over 26360.17 utterances.], batch size: 91, lr: 4.36e-04
2022-08-24 20:11:45,611 INFO [train.py:927] (2/8) Epoch 8, batch 9250, giga_loss[loss=0.2094, simple_loss=0.3055, pruned_loss=0.05662, over 12421.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05782, over 182.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2953, pruned_loss=0.06045, over 2477461.97 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06783, over 24774.19 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.3008, pruned_loss=0.06209, over 2446847.25 frames. utt_duration=1259 frames, utt_pad_proportion=0.05445, over 7780.62 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.294, pruned_loss=0.06027, over 2478392.45 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06822, over 26772.87 utterances.], batch size: 182, lr: 4.36e-04
2022-08-24 20:13:48,367 INFO [train.py:927] (2/8) Epoch 8, batch 9300, giga_loss[loss=0.2339, simple_loss=0.3084, pruned_loss=0.07972, over 12377.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09217, over 254.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2973, pruned_loss=0.06088, over 2477726.13 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06773, over 24909.96 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.3002, pruned_loss=0.06183, over 2447595.59 frames. utt_duration=1266 frames, utt_pad_proportion=0.05349, over 7742.49 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2967, pruned_loss=0.06092, over 2478495.88 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06834, over 26897.87 utterances.], batch size: 254, lr: 4.36e-04
2022-08-24 20:16:06,878 INFO [train.py:927] (2/8) Epoch 8, batch 9350, giga_loss[loss=0.1911, simple_loss=0.2776, pruned_loss=0.05233, over 12302.00 frames. utt_duration=746.8 frames, utt_pad_proportion=0.03387, over 66.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06039, over 2478303.84 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06854, over 24846.67 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2999, pruned_loss=0.06162, over 2448446.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.05259, over 7732.09 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2956, pruned_loss=0.06058, over 2478838.89 frames. utt_duration=371 frames, utt_pad_proportion=0.06928, over 26815.95 utterances.], batch size: 66, lr: 4.36e-04
2022-08-24 20:18:06,789 INFO [train.py:927] (2/8) Epoch 8, batch 9400, giga_loss[loss=0.2453, simple_loss=0.3121, pruned_loss=0.08924, over 12409.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04031, over 133.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2948, pruned_loss=0.06038, over 2478053.23 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07079, over 25684.21 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2999, pruned_loss=0.06164, over 2448461.75 frames. utt_duration=1267 frames, utt_pad_proportion=0.05225, over 7736.78 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2944, pruned_loss=0.0605, over 2478713.20 frames. utt_duration=363.4 frames, utt_pad_proportion=0.07134, over 27372.70 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:20:14,944 INFO [train.py:927] (2/8) Epoch 8, batch 9450, giga_loss[loss=0.1891, simple_loss=0.261, pruned_loss=0.05856, over 12381.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1693, over 354.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2935, pruned_loss=0.0603, over 2477620.78 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0675, over 25278.18 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2995, pruned_loss=0.06134, over 2448423.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05182, over 7712.87 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2935, pruned_loss=0.06064, over 2478548.88 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06828, over 26864.18 utterances.], batch size: 354, lr: 4.36e-04
2022-08-24 20:22:26,123 INFO [train.py:927] (2/8) Epoch 8, batch 9500, giga_loss[loss=0.197, simple_loss=0.2965, pruned_loss=0.04872, over 12434.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2932, pruned_loss=0.05936, over 2477584.06 frames. utt_duration=399.4 frames, utt_pad_proportion=0.0657, over 24890.03 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2997, pruned_loss=0.06169, over 2448608.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.05607, over 7790.56 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.293, pruned_loss=0.05927, over 2478656.75 frames. utt_duration=377 frames, utt_pad_proportion=0.06529, over 26380.62 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:24:19,304 INFO [train.py:927] (2/8) Epoch 8, batch 9550, giga_loss[loss=0.1933, simple_loss=0.2922, pruned_loss=0.04726, over 12429.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05687, over 182.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2942, pruned_loss=0.05852, over 2477907.30 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06631, over 24574.73 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2997, pruned_loss=0.0618, over 2449274.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.05513, over 7769.03 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2938, pruned_loss=0.05828, over 2478820.45 frames. utt_duration=380 frames, utt_pad_proportion=0.06624, over 26176.75 utterances.], batch size: 182, lr: 4.36e-04
2022-08-24 20:26:28,001 INFO [train.py:927] (2/8) Epoch 8, batch 9600, giga_loss[loss=0.1884, simple_loss=0.2898, pruned_loss=0.04354, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0368, over 113.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05816, over 2477842.12 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06696, over 24490.19 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2992, pruned_loss=0.0615, over 2449570.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05446, over 7740.85 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05817, over 2478793.58 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06708, over 26076.98 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:28:42,782 INFO [train.py:927] (2/8) Epoch 8, batch 9650, giga_loss[loss=0.218, simple_loss=0.3081, pruned_loss=0.06396, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03741, over 37.00 utterances.], tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.05797, over 2478036.87 frames. utt_duration=411 frames, utt_pad_proportion=0.06472, over 24189.20 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.299, pruned_loss=0.0613, over 2450500.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05395, over 7745.92 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.294, pruned_loss=0.05805, over 2478717.20 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06519, over 25889.21 utterances.], batch size: 37, lr: 4.36e-04
2022-08-24 20:31:00,857 INFO [train.py:927] (2/8) Epoch 8, batch 9700, giga_loss[loss=0.2286, simple_loss=0.3212, pruned_loss=0.06799, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02861, over 85.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2963, pruned_loss=0.05852, over 2478288.63 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06436, over 24556.79 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2999, pruned_loss=0.06166, over 2450800.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05456, over 7781.42 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2955, pruned_loss=0.0582, over 2479201.23 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06468, over 26258.24 utterances.], batch size: 85, lr: 4.36e-04
2022-08-24 20:33:17,900 INFO [train.py:927] (2/8) Epoch 8, batch 9750, giga_loss[loss=0.2108, simple_loss=0.302, pruned_loss=0.05978, over 12341.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03128, over 70.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2971, pruned_loss=0.05884, over 2477228.28 frames. utt_duration=419 frames, utt_pad_proportion=0.06124, over 23714.07 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2994, pruned_loss=0.06137, over 2450864.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.05356, over 7747.42 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2968, pruned_loss=0.05877, over 2478743.37 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06206, over 25635.05 utterances.], batch size: 70, lr: 4.36e-04
2022-08-24 20:35:33,557 INFO [train.py:927] (2/8) Epoch 8, batch 9800, giga_loss[loss=0.2036, simple_loss=0.3012, pruned_loss=0.05298, over 12393.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04536, over 146.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2955, pruned_loss=0.05818, over 2477181.86 frames. utt_duration=443.6 frames, utt_pad_proportion=0.0593, over 22397.30 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2998, pruned_loss=0.06162, over 2451701.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.0573, over 7825.67 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2948, pruned_loss=0.05779, over 2478462.99 frames. utt_duration=408.4 frames, utt_pad_proportion=0.05905, over 24341.62 utterances.], batch size: 146, lr: 4.35e-04
2022-08-24 20:37:37,792 INFO [train.py:927] (2/8) Epoch 8, batch 9850, giga_loss[loss=0.212, simple_loss=0.3007, pruned_loss=0.06164, over 12441.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07235, over 213.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2948, pruned_loss=0.05754, over 2477752.17 frames. utt_duration=431 frames, utt_pad_proportion=0.06186, over 23055.44 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3001, pruned_loss=0.0618, over 2451828.96 frames. utt_duration=1255 frames, utt_pad_proportion=0.05686, over 7823.41 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2939, pruned_loss=0.05703, over 2478882.85 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06166, over 24729.97 utterances.], batch size: 213, lr: 4.35e-04
2022-08-24 20:39:32,770 INFO [train.py:927] (2/8) Epoch 8, batch 9900, giga_loss[loss=0.2073, simple_loss=0.2959, pruned_loss=0.05936, over 12438.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03459, over 105.00 utterances.], tot_loss[loss=0.207, simple_loss=0.297, pruned_loss=0.0585, over 2478308.79 frames. utt_duration=419 frames, utt_pad_proportion=0.06336, over 23723.79 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3006, pruned_loss=0.06194, over 2451884.81 frames. utt_duration=1256 frames, utt_pad_proportion=0.05662, over 7820.29 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2958, pruned_loss=0.05795, over 2479265.86 frames. utt_duration=396.1 frames, utt_pad_proportion=0.0632, over 25112.14 utterances.], batch size: 105, lr: 4.35e-04
2022-08-24 20:41:30,547 INFO [train.py:927] (2/8) Epoch 8, batch 9950, giga_loss[loss=0.2111, simple_loss=0.2923, pruned_loss=0.06493, over 12368.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2952, pruned_loss=0.05858, over 2478889.35 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06832, over 24913.44 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3009, pruned_loss=0.06211, over 2452192.86 frames. utt_duration=1252 frames, utt_pad_proportion=0.05692, over 7843.10 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.05796, over 2479608.04 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06794, over 26139.54 utterances.], batch size: 91, lr: 4.35e-04
2022-08-24 20:43:14,447 INFO [train.py:927] (2/8) Epoch 8, batch 10000, giga_loss[loss=0.2732, simple_loss=0.3404, pruned_loss=0.103, over 12388.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09805, over 256.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2986, pruned_loss=0.06089, over 2478776.67 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06753, over 24747.88 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3008, pruned_loss=0.06205, over 2452342.34 frames. utt_duration=1254 frames, utt_pad_proportion=0.05652, over 7830.71 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2977, pruned_loss=0.06043, over 2479452.33 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06739, over 25879.90 utterances.], batch size: 256, lr: 4.35e-04
2022-08-24 20:44:59,482 INFO [train.py:927] (2/8) Epoch 8, batch 10050, giga_loss[loss=0.2149, simple_loss=0.3071, pruned_loss=0.06137, over 12360.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3039, pruned_loss=0.06397, over 2476819.46 frames. utt_duration=445.7 frames, utt_pad_proportion=0.06501, over 22289.97 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3005, pruned_loss=0.06199, over 2452945.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.05947, over 7895.11 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3035, pruned_loss=0.0637, over 2477620.85 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06435, over 23641.20 utterances.], batch size: 66, lr: 4.35e-04
2022-08-24 20:46:43,750 INFO [train.py:927] (2/8) Epoch 8, batch 10100, giga_loss[loss=0.1725, simple_loss=0.2578, pruned_loss=0.04354, over 12337.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03351, over 51.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2995, pruned_loss=0.06289, over 2476721.69 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06327, over 20998.80 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3006, pruned_loss=0.06199, over 2453304.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.05857, over 7873.35 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2991, pruned_loss=0.06269, over 2477461.97 frames. utt_duration=444.9 frames, utt_pad_proportion=0.0631, over 22340.96 utterances.], batch size: 51, lr: 4.35e-04
2022-08-24 20:48:28,736 INFO [train.py:927] (2/8) Epoch 8, batch 10150, libri_loss[loss=0.2478, simple_loss=0.3867, pruned_loss=0.05442, over 12385.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006988, over 34.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.293, pruned_loss=0.06072, over 2475217.33 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06402, over 20488.27 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3012, pruned_loss=0.06197, over 2453225.26 frames. utt_duration=1254 frames, utt_pad_proportion=0.05732, over 7831.68 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2919, pruned_loss=0.06059, over 2476506.28 frames. utt_duration=452.4 frames, utt_pad_proportion=0.06429, over 21962.98 utterances.], batch size: 34, lr: 4.35e-04
2022-08-24 20:50:12,988 INFO [train.py:927] (2/8) Epoch 8, batch 10200, giga_loss[loss=0.174, simple_loss=0.2603, pruned_loss=0.04385, over 12435.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05378, over 162.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2858, pruned_loss=0.05806, over 2474482.83 frames. utt_duration=487.2 frames, utt_pad_proportion=0.0655, over 20373.97 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3018, pruned_loss=0.06205, over 2453475.76 frames. utt_duration=1252 frames, utt_pad_proportion=0.05741, over 7849.05 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2843, pruned_loss=0.05786, over 2475660.54 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06565, over 21748.41 utterances.], batch size: 162, lr: 4.35e-04
2022-08-24 20:51:57,662 INFO [train.py:927] (2/8) Epoch 8, batch 10250, giga_loss[loss=0.2176, simple_loss=0.2928, pruned_loss=0.07115, over 12364.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03263, over 104.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2806, pruned_loss=0.0565, over 2473724.41 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06578, over 19722.84 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3016, pruned_loss=0.06209, over 2453804.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.06033, over 7906.81 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.279, pruned_loss=0.05618, over 2474808.12 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06494, over 21047.91 utterances.], batch size: 104, lr: 4.35e-04
2022-08-24 20:53:40,030 INFO [train.py:927] (2/8) Epoch 8, batch 10300, giga_loss[loss=0.14, simple_loss=0.2246, pruned_loss=0.02775, over 12309.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04917, over 26.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.276, pruned_loss=0.05443, over 2473082.92 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06084, over 18392.77 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3014, pruned_loss=0.06188, over 2454070.01 frames. utt_duration=1249 frames, utt_pad_proportion=0.05846, over 7867.23 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2742, pruned_loss=0.05412, over 2474402.03 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06114, over 19899.36 utterances.], batch size: 26, lr: 4.35e-04
2022-08-24 20:55:22,355 INFO [train.py:927] (2/8) Epoch 8, batch 10350, giga_loss[loss=0.1798, simple_loss=0.252, pruned_loss=0.05376, over 12429.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03434, over 86.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2722, pruned_loss=0.05324, over 2473506.51 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06077, over 18253.68 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3009, pruned_loss=0.06179, over 2454667.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05672, over 7826.26 utterances.], giga_tot_loss[loss=0.1879, simple_loss=0.2702, pruned_loss=0.05278, over 2474696.76 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06172, over 19901.28 utterances.], batch size: 86, lr: 4.35e-04
2022-08-24 20:57:07,783 INFO [train.py:927] (2/8) Epoch 8, batch 10400, giga_loss[loss=0.1691, simple_loss=0.2406, pruned_loss=0.04883, over 12273.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.03867, over 51.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2681, pruned_loss=0.05156, over 2473901.71 frames. utt_duration=573.8 frames, utt_pad_proportion=0.05797, over 17288.66 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3003, pruned_loss=0.0616, over 2455425.04 frames. utt_duration=1250 frames, utt_pad_proportion=0.05924, over 7868.27 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2661, pruned_loss=0.05107, over 2474767.64 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05811, over 18887.50 utterances.], batch size: 51, lr: 4.35e-04
2022-08-24 20:58:50,239 INFO [train.py:927] (2/8) Epoch 8, batch 10450, giga_loss[loss=0.1651, simple_loss=0.238, pruned_loss=0.04604, over 12418.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06813, over 212.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2638, pruned_loss=0.04984, over 2473636.79 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05487, over 17129.46 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2998, pruned_loss=0.06147, over 2455646.02 frames. utt_duration=1255 frames, utt_pad_proportion=0.05776, over 7834.60 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2615, pruned_loss=0.04923, over 2474696.58 frames. utt_duration=530 frames, utt_pad_proportion=0.05574, over 18726.71 utterances.], batch size: 212, lr: 4.35e-04
2022-08-24 21:00:34,247 INFO [train.py:927] (2/8) Epoch 8, batch 10500, giga_loss[loss=0.2441, simple_loss=0.3231, pruned_loss=0.08258, over 12433.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2696, pruned_loss=0.05328, over 2473395.08 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06125, over 17575.27 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2996, pruned_loss=0.06148, over 2456123.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05645, over 7802.01 utterances.], giga_tot_loss[loss=0.186, simple_loss=0.2671, pruned_loss=0.05248, over 2474307.24 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06195, over 19149.52 utterances.], batch size: 37, lr: 4.35e-04
2022-08-24 21:02:17,752 INFO [train.py:927] (2/8) Epoch 8, batch 10550, giga_loss[loss=0.2549, simple_loss=0.3269, pruned_loss=0.09144, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.0276, over 48.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2811, pruned_loss=0.05906, over 2472810.40 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06303, over 17845.50 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2999, pruned_loss=0.06176, over 2456182.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06062, over 7874.03 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2785, pruned_loss=0.05811, over 2473624.04 frames. utt_duration=519.3 frames, utt_pad_proportion=0.0618, over 19105.75 utterances.], batch size: 48, lr: 4.35e-04
2022-08-24 21:04:02,328 INFO [train.py:927] (2/8) Epoch 8, batch 10600, giga_loss[loss=0.2187, simple_loss=0.3185, pruned_loss=0.05946, over 12420.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2873, pruned_loss=0.06127, over 2472906.43 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05845, over 17385.21 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2998, pruned_loss=0.06181, over 2456250.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.05995, over 7861.02 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06047, over 2473709.79 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05796, over 18524.06 utterances.], batch size: 183, lr: 4.35e-04
2022-08-24 21:05:47,026 INFO [train.py:927] (2/8) Epoch 8, batch 10650, giga_loss[loss=0.2282, simple_loss=0.3075, pruned_loss=0.07442, over 12205.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03651, over 33.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2904, pruned_loss=0.06234, over 2472234.29 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05923, over 17764.35 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2992, pruned_loss=0.0616, over 2456235.82 frames. utt_duration=1257 frames, utt_pad_proportion=0.05915, over 7826.05 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2891, pruned_loss=0.0619, over 2473181.89 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05913, over 18883.63 utterances.], batch size: 33, lr: 4.35e-04
2022-08-24 21:07:30,682 INFO [train.py:927] (2/8) Epoch 8, batch 10700, giga_loss[loss=0.2922, simple_loss=0.3531, pruned_loss=0.1156, over 12392.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2949, pruned_loss=0.06483, over 2471842.93 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05711, over 17323.09 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2994, pruned_loss=0.06155, over 2456513.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05837, over 7815.70 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2935, pruned_loss=0.06458, over 2472625.44 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05742, over 18398.26 utterances.], batch size: 260, lr: 4.34e-04
2022-08-24 21:09:14,871 INFO [train.py:927] (2/8) Epoch 8, batch 10750, giga_loss[loss=0.3148, simple_loss=0.3708, pruned_loss=0.1294, over 12388.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1044, over 258.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.299, pruned_loss=0.06615, over 2471863.42 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05707, over 17039.96 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2994, pruned_loss=0.06151, over 2456700.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.057, over 7792.58 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2979, pruned_loss=0.06607, over 2472735.24 frames. utt_duration=546 frames, utt_pad_proportion=0.05783, over 18164.85 utterances.], batch size: 258, lr: 4.34e-04
2022-08-24 21:10:57,369 INFO [train.py:927] (2/8) Epoch 8, batch 10800, giga_loss[loss=0.2058, simple_loss=0.2959, pruned_loss=0.0579, over 12299.00 frames. utt_duration=912.6 frames, utt_pad_proportion=0.02501, over 54.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3026, pruned_loss=0.06719, over 2472013.25 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05532, over 16985.26 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2992, pruned_loss=0.06147, over 2457010.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05621, over 7782.91 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3018, pruned_loss=0.06727, over 2472784.87 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05632, over 18102.18 utterances.], batch size: 54, lr: 4.34e-04
2022-08-24 21:12:39,659 INFO [train.py:927] (2/8) Epoch 8, batch 10850, giga_loss[loss=0.2084, simple_loss=0.2984, pruned_loss=0.05923, over 12351.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03359, over 51.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3038, pruned_loss=0.06701, over 2471788.80 frames. utt_duration=582 frames, utt_pad_proportion=0.05521, over 17032.34 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2993, pruned_loss=0.06149, over 2457633.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.05497, over 7766.66 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3032, pruned_loss=0.06721, over 2472227.08 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05652, over 18205.10 utterances.], batch size: 51, lr: 4.34e-04
2022-08-24 21:14:25,322 INFO [train.py:927] (2/8) Epoch 8, batch 10900, giga_loss[loss=0.2935, simple_loss=0.3512, pruned_loss=0.1179, over 12412.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3042, pruned_loss=0.06683, over 2473474.75 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05267, over 16911.82 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2994, pruned_loss=0.06153, over 2457577.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.05475, over 7761.82 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3037, pruned_loss=0.06697, over 2473918.49 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05392, over 17869.76 utterances.], batch size: 183, lr: 4.34e-04
2022-08-24 21:16:08,638 INFO [train.py:927] (2/8) Epoch 8, batch 10950, giga_loss[loss=0.2372, simple_loss=0.3119, pruned_loss=0.08128, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04825, over 34.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3075, pruned_loss=0.06989, over 2473201.62 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05813, over 17476.06 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3004, pruned_loss=0.06122, over 2457464.61 frames. utt_duration=1274 frames, utt_pad_proportion=0.05353, over 7724.35 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3064, pruned_loss=0.07047, over 2474057.17 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05928, over 18529.73 utterances.], batch size: 34, lr: 4.34e-04
2022-08-24 21:17:55,568 INFO [train.py:927] (2/8) Epoch 8, batch 11000, giga_loss[loss=0.2354, simple_loss=0.3008, pruned_loss=0.08494, over 12331.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1875, over 361.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3074, pruned_loss=0.07108, over 2473101.92 frames. utt_duration=567 frames, utt_pad_proportion=0.05964, over 17492.21 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3008, pruned_loss=0.06135, over 2457575.05 frames. utt_duration=1262 frames, utt_pad_proportion=0.05747, over 7801.12 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3062, pruned_loss=0.07149, over 2473802.23 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05884, over 18329.53 utterances.], batch size: 361, lr: 4.34e-04
2022-08-24 21:19:38,677 INFO [train.py:927] (2/8) Epoch 8, batch 11050, giga_loss[loss=0.2319, simple_loss=0.3085, pruned_loss=0.07764, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03464, over 37.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3066, pruned_loss=0.07064, over 2473516.81 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06165, over 17885.61 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.3002, pruned_loss=0.06118, over 2457589.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.05994, over 7833.62 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3064, pruned_loss=0.07147, over 2474645.68 frames. utt_duration=525.4 frames, utt_pad_proportion=0.05997, over 18894.13 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:21:24,232 INFO [train.py:927] (2/8) Epoch 8, batch 11100, giga_loss[loss=0.1871, simple_loss=0.2778, pruned_loss=0.04826, over 12328.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03447, over 51.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3039, pruned_loss=0.06896, over 2473312.63 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06141, over 18029.78 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2995, pruned_loss=0.06088, over 2457855.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.05874, over 7800.12 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3044, pruned_loss=0.07012, over 2474398.35 frames. utt_duration=519 frames, utt_pad_proportion=0.06054, over 19126.35 utterances.], batch size: 51, lr: 4.34e-04
2022-08-24 21:23:10,173 INFO [train.py:927] (2/8) Epoch 8, batch 11150, giga_loss[loss=0.223, simple_loss=0.3034, pruned_loss=0.07134, over 12394.00 frames. utt_duration=584.8 frames, utt_pad_proportion=0.02859, over 85.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2995, pruned_loss=0.06712, over 2474264.50 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06408, over 18237.47 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2994, pruned_loss=0.06081, over 2458952.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05708, over 7787.35 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3001, pruned_loss=0.06833, over 2474644.26 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06386, over 19453.91 utterances.], batch size: 85, lr: 4.34e-04
2022-08-24 21:24:54,960 INFO [train.py:927] (2/8) Epoch 8, batch 11200, giga_loss[loss=0.2237, simple_loss=0.3051, pruned_loss=0.07118, over 12373.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06004, over 182.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2957, pruned_loss=0.06618, over 2474504.46 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07109, over 19493.20 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2991, pruned_loss=0.06059, over 2459122.33 frames. utt_duration=1260 frames, utt_pad_proportion=0.05772, over 7818.67 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2964, pruned_loss=0.06748, over 2474993.28 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07045, over 20682.52 utterances.], batch size: 182, lr: 4.34e-04
2022-08-24 21:26:40,353 INFO [train.py:927] (2/8) Epoch 8, batch 11250, giga_loss[loss=0.1981, simple_loss=0.2873, pruned_loss=0.05445, over 12307.00 frames. utt_duration=850.4 frames, utt_pad_proportion=0.03581, over 58.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2955, pruned_loss=0.06559, over 2473643.43 frames. utt_duration=528.8 frames, utt_pad_proportion=0.07201, over 18762.93 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2996, pruned_loss=0.06068, over 2460026.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05568, over 7792.42 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06682, over 2473852.97 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07245, over 20286.96 utterances.], batch size: 58, lr: 4.34e-04
2022-08-24 21:28:23,305 INFO [train.py:927] (2/8) Epoch 8, batch 11300, giga_loss[loss=0.2435, simple_loss=0.3156, pruned_loss=0.08568, over 12357.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2945, pruned_loss=0.06526, over 2474020.69 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06987, over 18475.89 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.3002, pruned_loss=0.0608, over 2460269.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05574, over 7815.30 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2938, pruned_loss=0.06619, over 2474154.67 frames. utt_duration=501 frames, utt_pad_proportion=0.07043, over 19812.69 utterances.], batch size: 259, lr: 4.34e-04
2022-08-24 21:30:07,901 INFO [train.py:927] (2/8) Epoch 8, batch 11350, giga_loss[loss=0.1825, simple_loss=0.2601, pruned_loss=0.05248, over 12349.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.292, pruned_loss=0.06419, over 2474358.71 frames. utt_duration=520 frames, utt_pad_proportion=0.07071, over 19088.26 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3011, pruned_loss=0.06107, over 2460320.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.05554, over 7817.23 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2906, pruned_loss=0.06467, over 2474482.57 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07119, over 20184.61 utterances.], batch size: 66, lr: 4.34e-04
2022-08-24 21:31:52,611 INFO [train.py:927] (2/8) Epoch 8, batch 11400, giga_loss[loss=0.1885, simple_loss=0.2747, pruned_loss=0.05117, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2896, pruned_loss=0.06334, over 2473393.46 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06791, over 18693.34 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3012, pruned_loss=0.06113, over 2460355.57 frames. utt_duration=1265 frames, utt_pad_proportion=0.05404, over 7791.07 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2881, pruned_loss=0.06377, over 2473886.26 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06914, over 19942.25 utterances.], batch size: 58, lr: 4.34e-04
2022-08-24 21:33:34,491 INFO [train.py:927] (2/8) Epoch 8, batch 11450, giga_loss[loss=0.2045, simple_loss=0.281, pruned_loss=0.06396, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04636, over 31.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2855, pruned_loss=0.06182, over 2473072.23 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06546, over 17538.26 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.3009, pruned_loss=0.06097, over 2460391.79 frames. utt_duration=1268 frames, utt_pad_proportion=0.05336, over 7768.34 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2843, pruned_loss=0.06233, over 2473678.03 frames. utt_duration=529.4 frames, utt_pad_proportion=0.067, over 18741.65 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:35:25,189 INFO [train.py:927] (2/8) Epoch 8, batch 11500, giga_loss[loss=0.2068, simple_loss=0.2826, pruned_loss=0.06547, over 12337.00 frames. utt_duration=1593 frames, utt_pad_proportion=0.05216, over 31.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2839, pruned_loss=0.06125, over 2472705.23 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06118, over 16651.99 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3011, pruned_loss=0.06108, over 2461063.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.0521, over 7754.54 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2822, pruned_loss=0.06158, over 2472901.42 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06336, over 17893.61 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:37:11,320 INFO [train.py:927] (2/8) Epoch 8, batch 11550, giga_loss[loss=0.2368, simple_loss=0.3252, pruned_loss=0.07421, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03037, over 75.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2858, pruned_loss=0.06257, over 2472542.83 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06459, over 17517.15 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.3011, pruned_loss=0.06122, over 2460991.35 frames. utt_duration=1272 frames, utt_pad_proportion=0.05162, over 7748.33 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2843, pruned_loss=0.06269, over 2472892.34 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06627, over 18621.84 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:38:54,068 INFO [train.py:927] (2/8) Epoch 8, batch 11600, giga_loss[loss=0.2521, simple_loss=0.324, pruned_loss=0.09006, over 12344.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.289, pruned_loss=0.06436, over 2472112.08 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06264, over 17058.52 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.301, pruned_loss=0.06122, over 2461118.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.05085, over 7725.68 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2877, pruned_loss=0.06453, over 2472530.81 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06454, over 18178.53 utterances.], batch size: 97, lr: 4.33e-04
2022-08-24 21:40:38,198 INFO [train.py:927] (2/8) Epoch 8, batch 11650, giga_loss[loss=0.2226, simple_loss=0.3068, pruned_loss=0.0692, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02493, over 48.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2948, pruned_loss=0.06732, over 2472745.70 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06477, over 17885.74 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.3008, pruned_loss=0.0613, over 2461705.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.05302, over 7771.66 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2935, pruned_loss=0.06755, over 2472940.74 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06558, over 19104.79 utterances.], batch size: 48, lr: 4.33e-04
2022-08-24 21:42:23,737 INFO [train.py:927] (2/8) Epoch 8, batch 11700, giga_loss[loss=0.2177, simple_loss=0.3108, pruned_loss=0.06232, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03124, over 62.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3, pruned_loss=0.06905, over 2472484.39 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06326, over 17725.43 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.3009, pruned_loss=0.06155, over 2461951.40 frames. utt_duration=1266 frames, utt_pad_proportion=0.05274, over 7788.46 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2989, pruned_loss=0.06921, over 2472711.96 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06425, over 18964.16 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:44:08,760 INFO [train.py:927] (2/8) Epoch 8, batch 11750, giga_loss[loss=0.1848, simple_loss=0.2802, pruned_loss=0.04469, over 12353.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02818, over 66.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06873, over 2473118.09 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06377, over 17961.20 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.301, pruned_loss=0.06162, over 2462094.65 frames. utt_duration=1266 frames, utt_pad_proportion=0.05253, over 7786.52 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3008, pruned_loss=0.06882, over 2473211.66 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06462, over 18978.91 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 21:45:52,426 INFO [train.py:927] (2/8) Epoch 8, batch 11800, giga_loss[loss=0.2314, simple_loss=0.3212, pruned_loss=0.07078, over 12339.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03001, over 91.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.301, pruned_loss=0.06758, over 2473021.52 frames. utt_duration=548 frames, utt_pad_proportion=0.06258, over 18099.74 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.301, pruned_loss=0.06143, over 2462232.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.0519, over 7761.99 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3002, pruned_loss=0.06794, over 2473167.88 frames. utt_duration=518.9 frames, utt_pad_proportion=0.0636, over 19118.43 utterances.], batch size: 91, lr: 4.33e-04
2022-08-24 21:47:37,943 INFO [train.py:927] (2/8) Epoch 8, batch 11850, giga_loss[loss=0.2384, simple_loss=0.3166, pruned_loss=0.08009, over 12370.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03954, over 145.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3019, pruned_loss=0.06808, over 2473459.13 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06938, over 18749.06 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.301, pruned_loss=0.06143, over 2462232.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.0519, over 7761.99 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3013, pruned_loss=0.06835, over 2473573.04 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06988, over 19541.92 utterances.], batch size: 145, lr: 4.33e-04
2022-08-24 21:49:23,175 INFO [train.py:927] (2/8) Epoch 8, batch 11900, giga_loss[loss=0.2304, simple_loss=0.3124, pruned_loss=0.07427, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02915, over 45.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3042, pruned_loss=0.06969, over 2473332.09 frames. utt_duration=534 frames, utt_pad_proportion=0.06756, over 18578.41 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.3012, pruned_loss=0.06154, over 2462197.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05137, over 7765.71 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3036, pruned_loss=0.06994, over 2473639.33 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06831, over 19388.09 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 21:51:06,656 INFO [train.py:927] (2/8) Epoch 8, batch 11950, giga_loss[loss=0.2068, simple_loss=0.2808, pruned_loss=0.06638, over 12476.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03466, over 37.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3056, pruned_loss=0.07142, over 2474125.43 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06643, over 18268.40 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3016, pruned_loss=0.06193, over 2462159.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05085, over 7746.31 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3048, pruned_loss=0.07137, over 2474562.94 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06732, over 19073.37 utterances.], batch size: 37, lr: 4.33e-04
2022-08-24 21:52:49,678 INFO [train.py:927] (2/8) Epoch 8, batch 12000, giga_loss[loss=0.2155, simple_loss=0.2965, pruned_loss=0.0672, over 12335.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03458, over 62.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3066, pruned_loss=0.07151, over 2472966.32 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06623, over 17942.74 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3017, pruned_loss=0.06193, over 2462072.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.04995, over 7712.97 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.306, pruned_loss=0.0717, over 2473678.20 frames. utt_duration=526.4 frames, utt_pad_proportion=0.0674, over 18852.18 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:52:49,679 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 21:53:04,024 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1912, simple_loss=0.3092, pruned_loss=0.0366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 21:54:47,171 INFO [train.py:927] (2/8) Epoch 8, batch 12050, giga_loss[loss=0.2317, simple_loss=0.3184, pruned_loss=0.07244, over 12438.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.308, pruned_loss=0.07181, over 2472856.04 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0668, over 17464.53 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3016, pruned_loss=0.06217, over 2462269.39 frames. utt_duration=1266 frames, utt_pad_proportion=0.05494, over 7790.03 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3077, pruned_loss=0.07212, over 2473686.35 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06598, over 18536.17 utterances.], batch size: 80, lr: 4.33e-04
2022-08-24 21:56:28,732 INFO [train.py:927] (2/8) Epoch 8, batch 12100, giga_loss[loss=0.232, simple_loss=0.307, pruned_loss=0.07853, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04338, over 146.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07153, over 2472513.96 frames. utt_duration=594.7 frames, utt_pad_proportion=0.06551, over 16672.20 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.301, pruned_loss=0.06234, over 2462219.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.0543, over 7764.43 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3071, pruned_loss=0.07201, over 2473635.57 frames. utt_duration=553 frames, utt_pad_proportion=0.06527, over 17940.60 utterances.], batch size: 146, lr: 4.33e-04
2022-08-24 21:58:13,034 INFO [train.py:927] (2/8) Epoch 8, batch 12150, giga_loss[loss=0.2113, simple_loss=0.3033, pruned_loss=0.05966, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02855, over 70.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3066, pruned_loss=0.07248, over 2471631.45 frames. utt_duration=604.1 frames, utt_pad_proportion=0.06267, over 16405.28 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3009, pruned_loss=0.06247, over 2461966.07 frames. utt_duration=1274 frames, utt_pad_proportion=0.05312, over 7740.81 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3073, pruned_loss=0.07301, over 2473009.43 frames. utt_duration=561 frames, utt_pad_proportion=0.06324, over 17680.11 utterances.], batch size: 70, lr: 4.33e-04
2022-08-24 21:59:53,204 INFO [train.py:927] (2/8) Epoch 8, batch 12200, libri_loss[loss=0.1787, simple_loss=0.2676, pruned_loss=0.04487, over 12296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005636, over 32.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3067, pruned_loss=0.07293, over 2471667.00 frames. utt_duration=606.6 frames, utt_pad_proportion=0.06775, over 16337.59 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.3005, pruned_loss=0.06253, over 2462359.57 frames. utt_duration=1278 frames, utt_pad_proportion=0.05199, over 7713.54 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07364, over 2472732.08 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06849, over 17665.12 utterances.], batch size: 32, lr: 4.33e-04
2022-08-24 22:01:38,276 INFO [train.py:927] (2/8) Epoch 8, batch 12250, giga_loss[loss=0.2228, simple_loss=0.3035, pruned_loss=0.07109, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02797, over 45.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3065, pruned_loss=0.07239, over 2471623.01 frames. utt_duration=613.9 frames, utt_pad_proportion=0.0672, over 16142.77 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.3006, pruned_loss=0.06273, over 2462493.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.05144, over 7702.80 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3074, pruned_loss=0.073, over 2472558.60 frames. utt_duration=570 frames, utt_pad_proportion=0.06817, over 17397.25 utterances.], batch size: 45, lr: 4.33e-04
2022-08-24 22:03:20,224 INFO [train.py:927] (2/8) Epoch 8, batch 12300, giga_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.06145, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04418, over 31.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3066, pruned_loss=0.07246, over 2471366.17 frames. utt_duration=623.6 frames, utt_pad_proportion=0.06407, over 15890.29 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.3005, pruned_loss=0.06265, over 2462635.79 frames. utt_duration=1282 frames, utt_pad_proportion=0.0507, over 7689.79 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3076, pruned_loss=0.07318, over 2472145.31 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06547, over 17044.36 utterances.], batch size: 31, lr: 4.33e-04
2022-08-24 22:05:05,437 INFO [train.py:927] (2/8) Epoch 8, batch 12350, giga_loss[loss=0.2099, simple_loss=0.2914, pruned_loss=0.06423, over 12420.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03335, over 80.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3049, pruned_loss=0.07187, over 2472121.96 frames. utt_duration=623.7 frames, utt_pad_proportion=0.05913, over 15891.66 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.301, pruned_loss=0.06293, over 2462725.58 frames. utt_duration=1284 frames, utt_pad_proportion=0.05031, over 7681.90 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3053, pruned_loss=0.07227, over 2472726.01 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06072, over 16884.24 utterances.], batch size: 80, lr: 4.33e-04
2022-08-24 22:06:46,159 INFO [train.py:927] (2/8) Epoch 8, batch 12400, giga_loss[loss=0.2003, simple_loss=0.2867, pruned_loss=0.05695, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03546, over 104.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3039, pruned_loss=0.0713, over 2471574.94 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05908, over 16159.17 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3006, pruned_loss=0.06293, over 2462692.66 frames. utt_duration=1291 frames, utt_pad_proportion=0.04907, over 7636.80 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3047, pruned_loss=0.07187, over 2472403.90 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06094, over 17267.66 utterances.], batch size: 104, lr: 4.33e-04
2022-08-24 22:08:29,883 INFO [train.py:927] (2/8) Epoch 8, batch 12450, giga_loss[loss=0.2006, simple_loss=0.2805, pruned_loss=0.06039, over 12311.00 frames. utt_duration=1174 frames, utt_pad_proportion=0.02604, over 42.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3015, pruned_loss=0.07039, over 2472490.11 frames. utt_duration=599.1 frames, utt_pad_proportion=0.0593, over 16548.67 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3006, pruned_loss=0.06316, over 2462748.38 frames. utt_duration=1289 frames, utt_pad_proportion=0.04937, over 7651.33 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3021, pruned_loss=0.07075, over 2473223.75 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06067, over 17520.55 utterances.], batch size: 42, lr: 4.33e-04
2022-08-24 22:10:14,657 INFO [train.py:927] (2/8) Epoch 8, batch 12500, giga_loss[loss=0.2733, simple_loss=0.3346, pruned_loss=0.1061, over 12361.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2986, pruned_loss=0.06951, over 2472819.99 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05709, over 16697.34 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3006, pruned_loss=0.06319, over 2462830.64 frames. utt_duration=1290 frames, utt_pad_proportion=0.04921, over 7643.07 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2991, pruned_loss=0.06979, over 2473365.43 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05833, over 17504.22 utterances.], batch size: 258, lr: 4.32e-04
2022-08-24 22:11:57,851 INFO [train.py:927] (2/8) Epoch 8, batch 12550, giga_loss[loss=0.2291, simple_loss=0.3187, pruned_loss=0.06975, over 12447.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03532, over 123.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2966, pruned_loss=0.06791, over 2472780.14 frames. utt_duration=619.8 frames, utt_pad_proportion=0.05274, over 15997.59 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3006, pruned_loss=0.06333, over 2463037.12 frames. utt_duration=1290 frames, utt_pad_proportion=0.04874, over 7647.47 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2969, pruned_loss=0.06809, over 2473150.99 frames. utt_duration=592.4 frames, utt_pad_proportion=0.05418, over 16742.17 utterances.], batch size: 123, lr: 4.32e-04
2022-08-24 22:13:41,223 INFO [train.py:927] (2/8) Epoch 8, batch 12600, libri_loss[loss=0.232, simple_loss=0.3048, pruned_loss=0.0796, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006707, over 32.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2963, pruned_loss=0.0672, over 2472941.59 frames. utt_duration=641.1 frames, utt_pad_proportion=0.04963, over 15464.23 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3009, pruned_loss=0.06386, over 2462841.25 frames. utt_duration=1295 frames, utt_pad_proportion=0.04763, over 7618.37 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2962, pruned_loss=0.06694, over 2473732.95 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05146, over 16323.43 utterances.], batch size: 32, lr: 4.32e-04
2022-08-24 22:15:22,219 INFO [train.py:927] (2/8) Epoch 8, batch 12650, libri_loss[loss=0.2386, simple_loss=0.2977, pruned_loss=0.08969, over 12207.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01033, over 29.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2974, pruned_loss=0.06727, over 2473436.08 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05671, over 16639.08 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3006, pruned_loss=0.06407, over 2462966.32 frames. utt_duration=1300 frames, utt_pad_proportion=0.04665, over 7589.29 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2973, pruned_loss=0.06694, over 2474278.71 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05815, over 17614.62 utterances.], batch size: 29, lr: 4.32e-04
2022-08-24 22:17:01,955 INFO [train.py:927] (2/8) Epoch 8, batch 12700, libri_loss[loss=0.236, simple_loss=0.3166, pruned_loss=0.07768, over 12279.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00765, over 37.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2967, pruned_loss=0.06643, over 2472992.64 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05649, over 17236.83 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3005, pruned_loss=0.06418, over 2462898.86 frames. utt_duration=1303 frames, utt_pad_proportion=0.04605, over 7568.74 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2967, pruned_loss=0.06611, over 2473895.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0579, over 18189.73 utterances.], batch size: 37, lr: 4.32e-04
2022-08-24 22:18:44,154 INFO [train.py:927] (2/8) Epoch 8, batch 12750, giga_loss[loss=0.1886, simple_loss=0.2733, pruned_loss=0.05202, over 12397.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02909, over 58.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2967, pruned_loss=0.06627, over 2472917.08 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05655, over 17255.19 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3007, pruned_loss=0.06451, over 2463068.83 frames. utt_duration=1294 frames, utt_pad_proportion=0.04981, over 7623.38 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2964, pruned_loss=0.06579, over 2473814.94 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05641, over 18270.92 utterances.], batch size: 58, lr: 4.32e-04
2022-08-24 22:20:23,845 INFO [train.py:927] (2/8) Epoch 8, batch 12800, giga_loss[loss=0.2314, simple_loss=0.3208, pruned_loss=0.07096, over 12373.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.0281, over 70.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2985, pruned_loss=0.06736, over 2471801.18 frames. utt_duration=589 frames, utt_pad_proportion=0.05469, over 16829.63 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3005, pruned_loss=0.06466, over 2462836.52 frames. utt_duration=1298 frames, utt_pad_proportion=0.04887, over 7599.01 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2984, pruned_loss=0.06692, over 2472968.99 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05509, over 17878.19 utterances.], batch size: 70, lr: 4.32e-04
2022-08-24 22:22:05,793 INFO [train.py:927] (2/8) Epoch 8, batch 12850, giga_loss[loss=0.2519, simple_loss=0.3365, pruned_loss=0.08365, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05349, over 162.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2997, pruned_loss=0.06778, over 2471682.25 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05244, over 16591.47 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3005, pruned_loss=0.0647, over 2462931.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04817, over 7598.04 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2997, pruned_loss=0.06744, over 2472691.55 frames. utt_duration=563.6 frames, utt_pad_proportion=0.0532, over 17596.67 utterances.], batch size: 162, lr: 4.32e-04
2022-08-24 22:23:51,695 INFO [train.py:927] (2/8) Epoch 8, batch 12900, giga_loss[loss=0.2351, simple_loss=0.3213, pruned_loss=0.07442, over 12419.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.0386, over 133.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3006, pruned_loss=0.0679, over 2472178.26 frames. utt_duration=606.4 frames, utt_pad_proportion=0.05185, over 16346.26 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3006, pruned_loss=0.06481, over 2463093.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.04797, over 7597.05 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3005, pruned_loss=0.06755, over 2472864.29 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05258, over 17172.42 utterances.], batch size: 133, lr: 4.32e-04
2022-08-24 22:25:33,704 INFO [train.py:927] (2/8) Epoch 8, batch 12950, giga_loss[loss=0.2448, simple_loss=0.3199, pruned_loss=0.08482, over 12426.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03663, over 113.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3001, pruned_loss=0.06766, over 2472944.90 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05576, over 16891.45 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3006, pruned_loss=0.06481, over 2463137.20 frames. utt_duration=1301 frames, utt_pad_proportion=0.04747, over 7581.14 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2999, pruned_loss=0.06742, over 2473565.32 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05635, over 17667.05 utterances.], batch size: 113, lr: 4.32e-04
2022-08-24 22:27:14,708 INFO [train.py:927] (2/8) Epoch 8, batch 13000, giga_loss[loss=0.217, simple_loss=0.2996, pruned_loss=0.06723, over 12182.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03273, over 36.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2977, pruned_loss=0.06691, over 2473227.36 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05729, over 17123.53 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3006, pruned_loss=0.06497, over 2463448.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04788, over 7612.07 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2976, pruned_loss=0.06664, over 2473629.07 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05766, over 17889.23 utterances.], batch size: 36, lr: 4.32e-04
2022-08-24 22:28:55,589 INFO [train.py:927] (2/8) Epoch 8, batch 13050, giga_loss[loss=0.2067, simple_loss=0.2992, pruned_loss=0.05705, over 12358.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02876, over 91.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06553, over 2473657.22 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05939, over 17267.95 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3008, pruned_loss=0.06513, over 2463603.90 frames. utt_duration=1296 frames, utt_pad_proportion=0.04769, over 7614.01 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2975, pruned_loss=0.06519, over 2473884.39 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05968, over 17903.88 utterances.], batch size: 91, lr: 4.32e-04
2022-08-24 22:30:36,775 INFO [train.py:927] (2/8) Epoch 8, batch 13100, giga_loss[loss=0.2107, simple_loss=0.2991, pruned_loss=0.06115, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2976, pruned_loss=0.06571, over 2473965.65 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05814, over 17454.36 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3012, pruned_loss=0.06533, over 2463643.74 frames. utt_duration=1296 frames, utt_pad_proportion=0.04712, over 7609.83 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.297, pruned_loss=0.06529, over 2474236.96 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05869, over 18087.12 utterances.], batch size: 133, lr: 4.32e-04
2022-08-24 22:32:18,786 INFO [train.py:927] (2/8) Epoch 8, batch 13150, giga_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06599, over 12409.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.0254, over 66.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2978, pruned_loss=0.06741, over 2473822.47 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06192, over 18112.73 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.301, pruned_loss=0.06542, over 2463503.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.04715, over 7604.90 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2975, pruned_loss=0.06701, over 2474412.40 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06234, over 18884.42 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:33:59,421 INFO [train.py:927] (2/8) Epoch 8, batch 13200, giga_loss[loss=0.1975, simple_loss=0.2828, pruned_loss=0.0561, over 12400.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.296, pruned_loss=0.06714, over 2473744.78 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05938, over 17917.89 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3012, pruned_loss=0.06554, over 2463433.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.04642, over 7591.92 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2954, pruned_loss=0.06675, over 2474449.57 frames. utt_duration=530 frames, utt_pad_proportion=0.06017, over 18727.27 utterances.], batch size: 62, lr: 4.32e-04
2022-08-24 22:35:39,490 INFO [train.py:927] (2/8) Epoch 8, batch 13250, libri_loss[loss=0.222, simple_loss=0.2984, pruned_loss=0.07278, over 12428.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006471, over 30.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2923, pruned_loss=0.06554, over 2474631.71 frames. utt_duration=568.5 frames, utt_pad_proportion=0.0584, over 17456.89 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3004, pruned_loss=0.06551, over 2464002.68 frames. utt_duration=1310 frames, utt_pad_proportion=0.04487, over 7532.78 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2922, pruned_loss=0.06529, over 2475129.84 frames. utt_duration=533 frames, utt_pad_proportion=0.05989, over 18627.98 utterances.], batch size: 30, lr: 4.32e-04
2022-08-24 22:37:21,421 INFO [train.py:927] (2/8) Epoch 8, batch 13300, giga_loss[loss=0.2039, simple_loss=0.2883, pruned_loss=0.05971, over 12350.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02736, over 66.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.289, pruned_loss=0.06432, over 2473993.68 frames. utt_duration=563 frames, utt_pad_proportion=0.05936, over 17625.37 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3003, pruned_loss=0.06579, over 2463778.76 frames. utt_duration=1309 frames, utt_pad_proportion=0.04487, over 7539.51 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2888, pruned_loss=0.06385, over 2474891.79 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06068, over 18834.89 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:39:03,436 INFO [train.py:927] (2/8) Epoch 8, batch 13350, giga_loss[loss=0.2187, simple_loss=0.3009, pruned_loss=0.06824, over 12441.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2909, pruned_loss=0.06463, over 2474362.49 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06044, over 17468.14 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3016, pruned_loss=0.06637, over 2463854.26 frames. utt_duration=1308 frames, utt_pad_proportion=0.04444, over 7545.44 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2894, pruned_loss=0.06367, over 2475146.34 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06172, over 18563.71 utterances.], batch size: 105, lr: 4.32e-04
2022-08-24 22:40:45,924 INFO [train.py:927] (2/8) Epoch 8, batch 13400, giga_loss[loss=0.1999, simple_loss=0.2803, pruned_loss=0.05977, over 12364.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04195, over 26.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2949, pruned_loss=0.06611, over 2474605.57 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06176, over 17995.39 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3018, pruned_loss=0.0665, over 2463789.10 frames. utt_duration=1310 frames, utt_pad_proportion=0.04382, over 7530.69 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2933, pruned_loss=0.06522, over 2475463.88 frames. utt_duration=521.2 frames, utt_pad_proportion=0.063, over 19053.88 utterances.], batch size: 26, lr: 4.32e-04
2022-08-24 22:42:29,460 INFO [train.py:927] (2/8) Epoch 8, batch 13450, giga_loss[loss=0.2547, simple_loss=0.3211, pruned_loss=0.09415, over 12236.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03119, over 42.00 utterances.], tot_loss[loss=0.217, simple_loss=0.298, pruned_loss=0.06796, over 2474284.24 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06659, over 18406.26 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.3023, pruned_loss=0.0671, over 2463986.30 frames. utt_duration=1300 frames, utt_pad_proportion=0.04655, over 7590.97 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2961, pruned_loss=0.06668, over 2475170.27 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06658, over 19591.28 utterances.], batch size: 42, lr: 4.31e-04
2022-08-24 22:44:24,221 INFO [train.py:927] (2/8) Epoch 8, batch 13500, giga_loss[loss=0.2822, simple_loss=0.3532, pruned_loss=0.1056, over 12426.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04921, over 161.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3052, pruned_loss=0.07353, over 2474204.11 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06901, over 19207.01 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3025, pruned_loss=0.06733, over 2463832.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04613, over 7591.03 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3035, pruned_loss=0.07238, over 2475222.97 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06917, over 20348.48 utterances.], batch size: 161, lr: 4.31e-04
2022-08-24 22:46:08,023 INFO [train.py:927] (2/8) Epoch 8, batch 13550, giga_loss[loss=0.2643, simple_loss=0.3385, pruned_loss=0.09501, over 12388.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05213, over 161.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3112, pruned_loss=0.07701, over 2473825.50 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06568, over 18990.92 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3027, pruned_loss=0.06757, over 2463994.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.04542, over 7580.23 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3098, pruned_loss=0.07605, over 2474679.25 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06637, over 20122.74 utterances.], batch size: 161, lr: 4.31e-04
2022-08-24 22:47:52,007 INFO [train.py:927] (2/8) Epoch 8, batch 13600, libri_loss[loss=0.2837, simple_loss=0.3498, pruned_loss=0.1088, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.009161, over 37.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3169, pruned_loss=0.0815, over 2473620.98 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06892, over 18966.15 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.303, pruned_loss=0.06808, over 2463878.80 frames. utt_duration=1304 frames, utt_pad_proportion=0.04442, over 7567.08 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08067, over 2474751.40 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06994, over 20311.13 utterances.], batch size: 37, lr: 4.31e-04
2022-08-24 22:49:35,364 INFO [train.py:927] (2/8) Epoch 8, batch 13650, giga_loss[loss=0.2383, simple_loss=0.3227, pruned_loss=0.07695, over 12333.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03131, over 70.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08587, over 2473414.48 frames. utt_duration=502.5 frames, utt_pad_proportion=0.07067, over 19748.20 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3028, pruned_loss=0.06836, over 2463666.88 frames. utt_duration=1309 frames, utt_pad_proportion=0.04346, over 7534.42 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3214, pruned_loss=0.08541, over 2474807.91 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07187, over 21188.38 utterances.], batch size: 70, lr: 4.31e-04
2022-08-24 22:51:23,068 INFO [train.py:927] (2/8) Epoch 8, batch 13700, giga_loss[loss=0.3124, simple_loss=0.3663, pruned_loss=0.1292, over 12374.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07913, over 213.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3272, pruned_loss=0.09102, over 2473963.74 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07389, over 21018.95 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3035, pruned_loss=0.06882, over 2463932.49 frames. utt_duration=1308 frames, utt_pad_proportion=0.0424, over 7542.69 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3272, pruned_loss=0.09094, over 2475211.06 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07537, over 22640.95 utterances.], batch size: 213, lr: 4.31e-04
2022-08-24 22:53:14,596 INFO [train.py:927] (2/8) Epoch 8, batch 13750, giga_loss[loss=0.2501, simple_loss=0.3334, pruned_loss=0.0834, over 12365.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02912, over 70.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3319, pruned_loss=0.09462, over 2473907.56 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07391, over 21234.29 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3036, pruned_loss=0.06882, over 2463739.91 frames. utt_duration=1309 frames, utt_pad_proportion=0.0419, over 7536.58 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3322, pruned_loss=0.09489, over 2475202.95 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07539, over 22706.82 utterances.], batch size: 70, lr: 4.31e-04
2022-08-24 22:54:58,713 INFO [train.py:927] (2/8) Epoch 8, batch 13800, giga_loss[loss=0.2442, simple_loss=0.3232, pruned_loss=0.08267, over 12411.00 frames. utt_duration=710.6 frames, utt_pad_proportion=0.02518, over 70.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3328, pruned_loss=0.0959, over 2473821.79 frames. utt_duration=473 frames, utt_pad_proportion=0.07373, over 20986.21 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3036, pruned_loss=0.06885, over 2463689.95 frames. utt_duration=1312 frames, utt_pad_proportion=0.04144, over 7520.59 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3334, pruned_loss=0.09641, over 2475024.43 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07518, over 22337.05 utterances.], batch size: 70, lr: 4.31e-04
2022-08-24 22:56:43,689 INFO [train.py:927] (2/8) Epoch 8, batch 13850, giga_loss[loss=0.25, simple_loss=0.3157, pruned_loss=0.09215, over 12437.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04456, over 31.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3333, pruned_loss=0.09593, over 2474280.16 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07525, over 20921.95 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3039, pruned_loss=0.06904, over 2463954.43 frames. utt_duration=1304 frames, utt_pad_proportion=0.04526, over 7564.43 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3345, pruned_loss=0.09705, over 2475351.88 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07573, over 22404.86 utterances.], batch size: 31, lr: 4.31e-04
2022-08-24 22:58:31,556 INFO [train.py:927] (2/8) Epoch 8, batch 13900, giga_loss[loss=0.2398, simple_loss=0.3159, pruned_loss=0.08189, over 12349.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03079, over 85.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3358, pruned_loss=0.09775, over 2473856.35 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07581, over 21814.13 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.304, pruned_loss=0.06932, over 2464014.84 frames. utt_duration=1291 frames, utt_pad_proportion=0.04951, over 7644.87 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3371, pruned_loss=0.09889, over 2474846.82 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07526, over 23164.98 utterances.], batch size: 85, lr: 4.31e-04
2022-08-24 23:00:17,403 INFO [train.py:927] (2/8) Epoch 8, batch 13950, giga_loss[loss=0.2918, simple_loss=0.3435, pruned_loss=0.1201, over 12356.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1908, over 363.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3336, pruned_loss=0.09543, over 2473158.53 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07939, over 22530.38 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.304, pruned_loss=0.06963, over 2463862.16 frames. utt_duration=1294 frames, utt_pad_proportion=0.04853, over 7624.95 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3354, pruned_loss=0.09669, over 2474274.86 frames. utt_duration=414.6 frames, utt_pad_proportion=0.07923, over 23955.68 utterances.], batch size: 363, lr: 4.31e-04
2022-08-24 23:02:01,936 INFO [train.py:927] (2/8) Epoch 8, batch 14000, libri_loss[loss=0.2435, simple_loss=0.3213, pruned_loss=0.08282, over 12323.00 frames. utt_duration=759.8 frames, utt_pad_proportion=0.1366, over 65.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3302, pruned_loss=0.09247, over 2473621.95 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07964, over 22565.78 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3039, pruned_loss=0.0697, over 2463777.42 frames. utt_duration=1292 frames, utt_pad_proportion=0.04876, over 7636.64 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3322, pruned_loss=0.09383, over 2474726.83 frames. utt_duration=414.8 frames, utt_pad_proportion=0.07959, over 23951.28 utterances.], batch size: 65, lr: 4.31e-04
2022-08-24 23:03:45,664 INFO [train.py:927] (2/8) Epoch 8, batch 14050, giga_loss[loss=0.2139, simple_loss=0.2995, pruned_loss=0.06417, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03192, over 48.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3274, pruned_loss=0.09048, over 2473461.32 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07652, over 21567.02 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3039, pruned_loss=0.0699, over 2463593.97 frames. utt_duration=1295 frames, utt_pad_proportion=0.04792, over 7619.03 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3295, pruned_loss=0.09187, over 2474719.09 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07709, over 23000.89 utterances.], batch size: 48, lr: 4.31e-04
2022-08-24 23:05:41,141 INFO [train.py:927] (2/8) Epoch 8, batch 14100, giga_loss[loss=0.231, simple_loss=0.3197, pruned_loss=0.07121, over 12453.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03561, over 40.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3266, pruned_loss=0.08974, over 2474350.56 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07474, over 21708.77 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06983, over 2463449.14 frames. utt_duration=1299 frames, utt_pad_proportion=0.04725, over 7592.81 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3288, pruned_loss=0.09128, over 2475665.72 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07561, over 23130.59 utterances.], batch size: 40, lr: 4.31e-04
2022-08-24 23:07:29,453 INFO [train.py:927] (2/8) Epoch 8, batch 14150, giga_loss[loss=0.2613, simple_loss=0.3379, pruned_loss=0.0923, over 12347.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.0309, over 58.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3274, pruned_loss=0.08854, over 2474529.11 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07987, over 22044.46 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3037, pruned_loss=0.06983, over 2463475.15 frames. utt_duration=1302 frames, utt_pad_proportion=0.04693, over 7577.93 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3294, pruned_loss=0.08992, over 2475625.57 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08042, over 23292.22 utterances.], batch size: 58, lr: 4.31e-04
2022-08-24 23:09:16,572 INFO [train.py:927] (2/8) Epoch 8, batch 14200, giga_loss[loss=0.2592, simple_loss=0.318, pruned_loss=0.1002, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2053, over 370.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3272, pruned_loss=0.08861, over 2474898.07 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0777, over 22005.42 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3038, pruned_loss=0.07018, over 2463883.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.04608, over 7576.54 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3292, pruned_loss=0.0898, over 2475656.39 frames. utt_duration=426 frames, utt_pad_proportion=0.07869, over 23326.29 utterances.], batch size: 370, lr: 4.31e-04
2022-08-24 23:11:05,277 INFO [train.py:927] (2/8) Epoch 8, batch 14250, giga_loss[loss=0.2336, simple_loss=0.3149, pruned_loss=0.07617, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.048, over 34.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3249, pruned_loss=0.08768, over 2474786.21 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07922, over 21590.31 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.0704, over 2463912.99 frames. utt_duration=1298 frames, utt_pad_proportion=0.04636, over 7603.98 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3267, pruned_loss=0.08876, over 2475576.58 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08005, over 22866.75 utterances.], batch size: 34, lr: 4.31e-04
2022-08-24 23:12:52,702 INFO [train.py:927] (2/8) Epoch 8, batch 14300, libri_loss[loss=0.2301, simple_loss=0.318, pruned_loss=0.07107, over 12446.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01987, over 43.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3227, pruned_loss=0.08578, over 2474908.19 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07346, over 20020.37 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.07096, over 2464642.91 frames. utt_duration=1302 frames, utt_pad_proportion=0.04487, over 7582.52 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3249, pruned_loss=0.08697, over 2475428.56 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07553, over 21749.76 utterances.], batch size: 43, lr: 4.31e-04
2022-08-24 23:14:40,830 INFO [train.py:927] (2/8) Epoch 8, batch 14350, libri_loss[loss=0.2222, simple_loss=0.3075, pruned_loss=0.06846, over 12363.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02681, over 43.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3219, pruned_loss=0.08407, over 2474803.10 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06997, over 19548.26 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3042, pruned_loss=0.07084, over 2464550.43 frames. utt_duration=1303 frames, utt_pad_proportion=0.04444, over 7574.89 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.324, pruned_loss=0.0853, over 2475432.85 frames. utt_duration=471 frames, utt_pad_proportion=0.07215, over 21087.11 utterances.], batch size: 43, lr: 4.30e-04
2022-08-24 23:16:27,336 INFO [train.py:927] (2/8) Epoch 8, batch 14400, giga_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05958, over 12468.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03041, over 75.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3209, pruned_loss=0.0838, over 2474655.20 frames. utt_duration=509.4 frames, utt_pad_proportion=0.0699, over 19485.15 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3049, pruned_loss=0.07149, over 2464447.06 frames. utt_duration=1301 frames, utt_pad_proportion=0.04459, over 7586.49 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3224, pruned_loss=0.08452, over 2475544.09 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07187, over 21036.48 utterances.], batch size: 75, lr: 4.30e-04
2022-08-24 23:18:11,918 INFO [train.py:927] (2/8) Epoch 8, batch 14450, giga_loss[loss=0.2481, simple_loss=0.3087, pruned_loss=0.09379, over 12398.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03328, over 80.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.319, pruned_loss=0.08392, over 2475149.22 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07354, over 19877.55 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3048, pruned_loss=0.07184, over 2464471.14 frames. utt_duration=1305 frames, utt_pad_proportion=0.04346, over 7562.32 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3208, pruned_loss=0.08456, over 2476173.70 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07554, over 21537.36 utterances.], batch size: 80, lr: 4.30e-04
2022-08-24 23:19:58,224 INFO [train.py:927] (2/8) Epoch 8, batch 14500, giga_loss[loss=0.2421, simple_loss=0.322, pruned_loss=0.08109, over 12262.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02601, over 54.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3174, pruned_loss=0.08327, over 2474407.20 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0705, over 19452.80 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3046, pruned_loss=0.07183, over 2464436.03 frames. utt_duration=1306 frames, utt_pad_proportion=0.04291, over 7557.06 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.08399, over 2475428.80 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07267, over 20984.16 utterances.], batch size: 54, lr: 4.30e-04
2022-08-24 23:21:44,641 INFO [train.py:927] (2/8) Epoch 8, batch 14550, giga_loss[loss=0.2587, simple_loss=0.3348, pruned_loss=0.09126, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03095, over 62.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3173, pruned_loss=0.0835, over 2474606.40 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07162, over 19258.62 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3049, pruned_loss=0.07204, over 2464762.94 frames. utt_duration=1300 frames, utt_pad_proportion=0.04319, over 7589.72 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3187, pruned_loss=0.08409, over 2475310.72 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07345, over 20651.95 utterances.], batch size: 62, lr: 4.30e-04
2022-08-24 23:23:32,148 INFO [train.py:927] (2/8) Epoch 8, batch 14600, giga_loss[loss=0.2401, simple_loss=0.3181, pruned_loss=0.0811, over 12413.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03244, over 122.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3169, pruned_loss=0.08226, over 2474920.09 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07119, over 19568.71 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3047, pruned_loss=0.07195, over 2464735.98 frames. utt_duration=1303 frames, utt_pad_proportion=0.04292, over 7573.85 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3183, pruned_loss=0.08289, over 2475577.29 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07279, over 20771.65 utterances.], batch size: 122, lr: 4.30e-04
2022-08-24 23:25:16,628 INFO [train.py:927] (2/8) Epoch 8, batch 14650, giga_loss[loss=0.2244, simple_loss=0.3106, pruned_loss=0.06911, over 12399.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02583, over 66.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08119, over 2474768.02 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06825, over 19123.82 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3046, pruned_loss=0.07193, over 2465058.07 frames. utt_duration=1303 frames, utt_pad_proportion=0.04242, over 7577.53 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3175, pruned_loss=0.08197, over 2475277.86 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07014, over 20407.06 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:27:05,347 INFO [train.py:927] (2/8) Epoch 8, batch 14700, giga_loss[loss=0.267, simple_loss=0.3336, pruned_loss=0.1002, over 12174.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03292, over 36.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3193, pruned_loss=0.08418, over 2475121.39 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07341, over 20023.51 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3044, pruned_loss=0.07196, over 2465075.71 frames. utt_duration=1304 frames, utt_pad_proportion=0.04213, over 7567.81 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3207, pruned_loss=0.08484, over 2475585.36 frames. utt_duration=470 frames, utt_pad_proportion=0.07471, over 21133.09 utterances.], batch size: 36, lr: 4.30e-04
2022-08-24 23:28:51,062 INFO [train.py:927] (2/8) Epoch 8, batch 14750, giga_loss[loss=0.2797, simple_loss=0.3455, pruned_loss=0.107, over 12425.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05455, over 162.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3226, pruned_loss=0.08697, over 2475327.01 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07528, over 21101.78 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3051, pruned_loss=0.07203, over 2465160.51 frames. utt_duration=1306 frames, utt_pad_proportion=0.04165, over 7558.36 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3233, pruned_loss=0.08763, over 2475759.71 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07647, over 22168.81 utterances.], batch size: 162, lr: 4.30e-04
2022-08-24 23:30:39,428 INFO [train.py:927] (2/8) Epoch 8, batch 14800, giga_loss[loss=0.2353, simple_loss=0.3141, pruned_loss=0.07825, over 12417.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.0425, over 31.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.321, pruned_loss=0.08625, over 2474853.68 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07347, over 20500.75 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.305, pruned_loss=0.07209, over 2465144.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.04135, over 7547.79 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3218, pruned_loss=0.08685, over 2475289.95 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07468, over 21459.33 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:32:22,931 INFO [train.py:927] (2/8) Epoch 8, batch 14850, giga_loss[loss=0.2247, simple_loss=0.3041, pruned_loss=0.07264, over 12264.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02873, over 42.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3195, pruned_loss=0.0841, over 2475236.96 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07285, over 20736.56 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3046, pruned_loss=0.07182, over 2465309.81 frames. utt_duration=1311 frames, utt_pad_proportion=0.04074, over 7530.93 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3208, pruned_loss=0.08506, over 2475628.74 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07421, over 21757.46 utterances.], batch size: 42, lr: 4.30e-04
2022-08-24 23:34:10,986 INFO [train.py:927] (2/8) Epoch 8, batch 14900, giga_loss[loss=0.2075, simple_loss=0.2921, pruned_loss=0.06144, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02401, over 48.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.08376, over 2475096.85 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07278, over 20372.31 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3045, pruned_loss=0.07191, over 2465216.51 frames. utt_duration=1312 frames, utt_pad_proportion=0.04046, over 7523.62 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.319, pruned_loss=0.08454, over 2475593.37 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07408, over 21305.24 utterances.], batch size: 48, lr: 4.30e-04
2022-08-24 23:35:54,421 INFO [train.py:927] (2/8) Epoch 8, batch 14950, giga_loss[loss=0.2419, simple_loss=0.323, pruned_loss=0.08035, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03024, over 55.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3181, pruned_loss=0.08395, over 2475137.61 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07013, over 20109.53 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3043, pruned_loss=0.07191, over 2465151.23 frames. utt_duration=1316 frames, utt_pad_proportion=0.03971, over 7502.79 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3195, pruned_loss=0.08482, over 2475798.59 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07175, over 21145.46 utterances.], batch size: 55, lr: 4.30e-04
2022-08-24 23:37:44,732 INFO [train.py:927] (2/8) Epoch 8, batch 15000, giga_loss[loss=0.2888, simple_loss=0.3693, pruned_loss=0.1042, over 12395.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03905, over 113.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3215, pruned_loss=0.08372, over 2474837.42 frames. utt_duration=497.8 frames, utt_pad_proportion=0.0669, over 19943.38 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.304, pruned_loss=0.07174, over 2465094.90 frames. utt_duration=1319 frames, utt_pad_proportion=0.03934, over 7481.36 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3231, pruned_loss=0.08473, over 2475545.32 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06856, over 20946.70 utterances.], batch size: 113, lr: 4.30e-04
2022-08-24 23:37:44,734 INFO [train.py:958] (2/8) Computing validation loss
2022-08-24 23:38:00,970 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1838, simple_loss=0.2941, pruned_loss=0.03679, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 23:39:45,939 INFO [train.py:927] (2/8) Epoch 8, batch 15050, giga_loss[loss=0.223, simple_loss=0.3005, pruned_loss=0.07273, over 12425.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04904, over 34.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3239, pruned_loss=0.08623, over 2474192.41 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07222, over 20562.29 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.304, pruned_loss=0.07196, over 2464745.76 frames. utt_duration=1322 frames, utt_pad_proportion=0.03879, over 7464.03 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3257, pruned_loss=0.08718, over 2475335.73 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07373, over 21738.40 utterances.], batch size: 34, lr: 4.30e-04
2022-08-24 23:41:31,407 INFO [train.py:927] (2/8) Epoch 8, batch 15100, giga_loss[loss=0.3281, simple_loss=0.3784, pruned_loss=0.1389, over 12433.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04834, over 161.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3251, pruned_loss=0.08801, over 2474819.87 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07253, over 20731.97 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3037, pruned_loss=0.07186, over 2465121.05 frames. utt_duration=1325 frames, utt_pad_proportion=0.03765, over 7450.53 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3276, pruned_loss=0.08946, over 2475757.96 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07452, over 22204.80 utterances.], batch size: 161, lr: 4.30e-04
2022-08-24 23:43:17,310 INFO [train.py:927] (2/8) Epoch 8, batch 15150, giga_loss[loss=0.2612, simple_loss=0.3336, pruned_loss=0.09442, over 12323.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.08743, over 2474175.36 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07776, over 20493.58 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3036, pruned_loss=0.07199, over 2465062.09 frames. utt_duration=1328 frames, utt_pad_proportion=0.03696, over 7434.34 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3254, pruned_loss=0.08883, over 2475205.78 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07955, over 21991.72 utterances.], batch size: 51, lr: 4.30e-04
2022-08-24 23:45:04,046 INFO [train.py:927] (2/8) Epoch 8, batch 15200, giga_loss[loss=0.2326, simple_loss=0.3091, pruned_loss=0.07801, over 12408.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02817, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3222, pruned_loss=0.0882, over 2473925.99 frames. utt_duration=473.1 frames, utt_pad_proportion=0.076, over 20981.97 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3034, pruned_loss=0.07196, over 2464966.55 frames. utt_duration=1331 frames, utt_pad_proportion=0.03647, over 7415.75 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3248, pruned_loss=0.08961, over 2474984.74 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07784, over 22415.82 utterances.], batch size: 58, lr: 4.30e-04
2022-08-24 23:46:50,547 INFO [train.py:927] (2/8) Epoch 8, batch 15250, giga_loss[loss=0.2433, simple_loss=0.3167, pruned_loss=0.0849, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3223, pruned_loss=0.08861, over 2474323.07 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07653, over 20634.39 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3048, pruned_loss=0.07285, over 2465338.79 frames. utt_duration=1296 frames, utt_pad_proportion=0.04687, over 7619.63 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3236, pruned_loss=0.08932, over 2475033.41 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07555, over 21884.46 utterances.], batch size: 105, lr: 4.30e-04
2022-08-24 23:48:36,078 INFO [train.py:927] (2/8) Epoch 8, batch 15300, giga_loss[loss=0.2221, simple_loss=0.2896, pruned_loss=0.07728, over 12220.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03152, over 39.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3205, pruned_loss=0.08769, over 2473631.05 frames. utt_duration=473.1 frames, utt_pad_proportion=0.08035, over 20981.65 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3052, pruned_loss=0.07309, over 2465689.97 frames. utt_duration=1299 frames, utt_pad_proportion=0.04601, over 7604.33 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3215, pruned_loss=0.0884, over 2474075.17 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07979, over 22279.91 utterances.], batch size: 39, lr: 4.29e-04
2022-08-24 23:50:22,085 INFO [train.py:927] (2/8) Epoch 8, batch 15350, libri_loss[loss=0.2676, simple_loss=0.3387, pruned_loss=0.09822, over 12398.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03769, over 46.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3211, pruned_loss=0.08707, over 2474761.77 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07511, over 20171.81 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3053, pruned_loss=0.07345, over 2466289.35 frames. utt_duration=1286 frames, utt_pad_proportion=0.05013, over 7678.25 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3223, pruned_loss=0.08775, over 2474827.25 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07406, over 21566.18 utterances.], batch size: 46, lr: 4.29e-04
2022-08-24 23:52:09,814 INFO [train.py:927] (2/8) Epoch 8, batch 15400, giga_loss[loss=0.2337, simple_loss=0.3276, pruned_loss=0.06995, over 12103.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03167, over 30.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3217, pruned_loss=0.08679, over 2474348.33 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0717, over 19900.81 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3051, pruned_loss=0.07349, over 2466647.77 frames. utt_duration=1289 frames, utt_pad_proportion=0.04927, over 7665.32 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3231, pruned_loss=0.08758, over 2474276.01 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07151, over 21293.58 utterances.], batch size: 30, lr: 4.29e-04
2022-08-24 23:53:56,631 INFO [train.py:927] (2/8) Epoch 8, batch 15450, giga_loss[loss=0.2529, simple_loss=0.3461, pruned_loss=0.0798, over 12362.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02179, over 45.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.324, pruned_loss=0.08635, over 2474090.89 frames. utt_duration=495.9 frames, utt_pad_proportion=0.0739, over 20014.45 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3055, pruned_loss=0.07384, over 2466503.15 frames. utt_duration=1290 frames, utt_pad_proportion=0.04849, over 7659.10 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3251, pruned_loss=0.08689, over 2474278.25 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07405, over 21347.52 utterances.], batch size: 45, lr: 4.29e-04
2022-08-24 23:55:46,407 INFO [train.py:927] (2/8) Epoch 8, batch 15500, giga_loss[loss=0.2221, simple_loss=0.3099, pruned_loss=0.06713, over 12386.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02938, over 62.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3279, pruned_loss=0.08902, over 2475053.81 frames. utt_duration=498 frames, utt_pad_proportion=0.07134, over 19940.79 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3061, pruned_loss=0.07425, over 2466812.46 frames. utt_duration=1292 frames, utt_pad_proportion=0.0477, over 7643.17 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3289, pruned_loss=0.08952, over 2475185.41 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07207, over 21426.99 utterances.], batch size: 62, lr: 4.29e-04
2022-08-24 23:57:33,392 INFO [train.py:927] (2/8) Epoch 8, batch 15550, giga_loss[loss=0.3397, simple_loss=0.3912, pruned_loss=0.1441, over 12395.00 frames. utt_duration=233.3 frames, utt_pad_proportion=0.07802, over 214.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3306, pruned_loss=0.09154, over 2475171.69 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07751, over 20958.33 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3066, pruned_loss=0.07444, over 2467051.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.05198, over 7720.56 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3313, pruned_loss=0.09198, over 2475154.52 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07647, over 22236.77 utterances.], batch size: 214, lr: 4.29e-04
2022-08-24 23:59:16,416 INFO [train.py:927] (2/8) Epoch 8, batch 15600, giga_loss[loss=0.2463, simple_loss=0.3304, pruned_loss=0.08106, over 12453.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03071, over 55.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3289, pruned_loss=0.08961, over 2475349.16 frames. utt_duration=486.6 frames, utt_pad_proportion=0.0738, over 20411.21 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3067, pruned_loss=0.07457, over 2467037.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05536, over 7798.60 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.33, pruned_loss=0.0903, over 2475571.93 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07252, over 21712.67 utterances.], batch size: 55, lr: 4.29e-04
2022-08-25 00:00:59,437 INFO [train.py:927] (2/8) Epoch 8, batch 15650, giga_loss[loss=0.2684, simple_loss=0.3391, pruned_loss=0.09884, over 12434.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.0486, over 161.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3276, pruned_loss=0.08772, over 2474582.68 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07736, over 20596.62 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3061, pruned_loss=0.07436, over 2466998.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.05464, over 7784.82 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3295, pruned_loss=0.08878, over 2474984.30 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0766, over 21948.72 utterances.], batch size: 161, lr: 4.29e-04
2022-08-25 00:02:43,813 INFO [train.py:927] (2/8) Epoch 8, batch 15700, giga_loss[loss=0.2597, simple_loss=0.3377, pruned_loss=0.09086, over 12376.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.0305, over 97.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3272, pruned_loss=0.08786, over 2475290.22 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07141, over 20341.74 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3057, pruned_loss=0.07426, over 2467030.14 frames. utt_duration=1273 frames, utt_pad_proportion=0.05407, over 7763.15 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3294, pruned_loss=0.089, over 2475700.50 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07139, over 21607.99 utterances.], batch size: 97, lr: 4.29e-04
2022-08-25 00:04:29,976 INFO [train.py:927] (2/8) Epoch 8, batch 15750, giga_loss[loss=0.1955, simple_loss=0.283, pruned_loss=0.05399, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.04064, over 28.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3258, pruned_loss=0.08759, over 2474686.12 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07297, over 20567.75 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3059, pruned_loss=0.07444, over 2467170.28 frames. utt_duration=1275 frames, utt_pad_proportion=0.05267, over 7751.64 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3281, pruned_loss=0.08876, over 2475147.89 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07354, over 21992.31 utterances.], batch size: 28, lr: 4.29e-04
2022-08-25 00:06:16,502 INFO [train.py:927] (2/8) Epoch 8, batch 15800, libri_loss[loss=0.2219, simple_loss=0.3054, pruned_loss=0.0692, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01417, over 40.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3222, pruned_loss=0.08605, over 2473960.94 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06999, over 19981.39 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3052, pruned_loss=0.07401, over 2466932.69 frames. utt_duration=1279 frames, utt_pad_proportion=0.05145, over 7724.88 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3254, pruned_loss=0.08785, over 2474785.91 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07129, over 21628.82 utterances.], batch size: 40, lr: 4.29e-04
2022-08-25 00:08:01,957 INFO [train.py:927] (2/8) Epoch 8, batch 15850, giga_loss[loss=0.229, simple_loss=0.3069, pruned_loss=0.07558, over 12372.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03304, over 122.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3219, pruned_loss=0.08672, over 2474251.88 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07111, over 20486.68 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3054, pruned_loss=0.0742, over 2466886.31 frames. utt_duration=1279 frames, utt_pad_proportion=0.05105, over 7725.62 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3243, pruned_loss=0.08808, over 2474996.83 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07221, over 21881.13 utterances.], batch size: 122, lr: 4.29e-04
2022-08-25 00:09:42,501 INFO [train.py:927] (2/8) Epoch 8, batch 15900, giga_loss[loss=0.2222, simple_loss=0.3091, pruned_loss=0.0677, over 12422.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05221, over 162.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08349, over 2474978.97 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07229, over 20978.94 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3054, pruned_loss=0.07431, over 2467407.83 frames. utt_duration=1283 frames, utt_pad_proportion=0.04989, over 7700.23 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3207, pruned_loss=0.08477, over 2475290.67 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07371, over 22504.59 utterances.], batch size: 162, lr: 4.29e-04
2022-08-25 00:11:29,980 INFO [train.py:927] (2/8) Epoch 8, batch 15950, giga_loss[loss=0.2278, simple_loss=0.2989, pruned_loss=0.0783, over 12359.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3174, pruned_loss=0.0828, over 2473991.77 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06754, over 20223.18 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3056, pruned_loss=0.0746, over 2467197.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.04855, over 7676.04 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3195, pruned_loss=0.08386, over 2474648.77 frames. utt_duration=454.1 frames, utt_pad_proportion=0.06965, over 21867.53 utterances.], batch size: 51, lr: 4.29e-04
2022-08-25 00:13:17,627 INFO [train.py:927] (2/8) Epoch 8, batch 16000, giga_loss[loss=0.2389, simple_loss=0.3186, pruned_loss=0.07954, over 12411.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02778, over 62.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3151, pruned_loss=0.08178, over 2473792.59 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07053, over 20193.59 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3056, pruned_loss=0.0745, over 2467162.05 frames. utt_duration=1289 frames, utt_pad_proportion=0.04817, over 7667.31 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08277, over 2474403.62 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07221, over 21610.92 utterances.], batch size: 62, lr: 4.29e-04
2022-08-25 00:15:02,437 INFO [train.py:927] (2/8) Epoch 8, batch 16050, giga_loss[loss=0.2671, simple_loss=0.3419, pruned_loss=0.0962, over 12371.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04637, over 146.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3175, pruned_loss=0.08306, over 2474171.72 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07072, over 20610.34 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3054, pruned_loss=0.07445, over 2467422.04 frames. utt_duration=1292 frames, utt_pad_proportion=0.04749, over 7647.09 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.08402, over 2474543.98 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07236, over 21974.33 utterances.], batch size: 146, lr: 4.29e-04
2022-08-25 00:16:47,039 INFO [train.py:927] (2/8) Epoch 8, batch 16100, giga_loss[loss=0.2287, simple_loss=0.3046, pruned_loss=0.07643, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03191, over 45.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.317, pruned_loss=0.08295, over 2474334.65 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06994, over 20159.23 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3056, pruned_loss=0.07474, over 2467595.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.05079, over 7715.49 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3186, pruned_loss=0.08373, over 2474685.11 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0705, over 21606.21 utterances.], batch size: 45, lr: 4.29e-04
2022-08-25 00:18:33,803 INFO [train.py:927] (2/8) Epoch 8, batch 16150, giga_loss[loss=0.2614, simple_loss=0.3416, pruned_loss=0.09061, over 12406.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0381, over 113.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3176, pruned_loss=0.0836, over 2474067.83 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07264, over 20518.22 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3048, pruned_loss=0.07449, over 2467146.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.05012, over 7663.29 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08473, over 2474985.18 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07326, over 22131.51 utterances.], batch size: 113, lr: 4.29e-04
2022-08-25 00:20:20,265 INFO [train.py:927] (2/8) Epoch 8, batch 16200, giga_loss[loss=0.2308, simple_loss=0.3099, pruned_loss=0.07586, over 12379.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03044, over 51.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3176, pruned_loss=0.08334, over 2473421.82 frames. utt_duration=508.2 frames, utt_pad_proportion=0.07131, over 19525.74 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3047, pruned_loss=0.07457, over 2466953.51 frames. utt_duration=1293 frames, utt_pad_proportion=0.04891, over 7642.25 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08446, over 2474565.97 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07257, over 21239.44 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:22:09,427 INFO [train.py:927] (2/8) Epoch 8, batch 16250, giga_loss[loss=0.2355, simple_loss=0.3135, pruned_loss=0.07875, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04295, over 31.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3199, pruned_loss=0.08442, over 2473827.41 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07058, over 20182.37 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3049, pruned_loss=0.07465, over 2466761.75 frames. utt_duration=1293 frames, utt_pad_proportion=0.04872, over 7639.04 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3218, pruned_loss=0.08527, over 2474941.19 frames. utt_duration=460.1 frames, utt_pad_proportion=0.0717, over 21586.64 utterances.], batch size: 31, lr: 4.28e-04
2022-08-25 00:23:55,776 INFO [train.py:927] (2/8) Epoch 8, batch 16300, giga_loss[loss=0.2758, simple_loss=0.3461, pruned_loss=0.1027, over 12418.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07602, over 213.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3195, pruned_loss=0.08412, over 2473280.01 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07339, over 20616.89 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3042, pruned_loss=0.07431, over 2466249.37 frames. utt_duration=1288 frames, utt_pad_proportion=0.05167, over 7665.50 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3224, pruned_loss=0.0856, over 2475031.67 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07354, over 22393.67 utterances.], batch size: 213, lr: 4.28e-04
2022-08-25 00:25:41,723 INFO [train.py:927] (2/8) Epoch 8, batch 16350, giga_loss[loss=0.2545, simple_loss=0.3311, pruned_loss=0.08891, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3192, pruned_loss=0.08442, over 2473721.33 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06908, over 20276.55 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3042, pruned_loss=0.07437, over 2466240.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.05172, over 7679.11 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3218, pruned_loss=0.08573, over 2475267.59 frames. utt_duration=453.2 frames, utt_pad_proportion=0.06958, over 21915.61 utterances.], batch size: 146, lr: 4.28e-04
2022-08-25 00:27:24,646 INFO [train.py:927] (2/8) Epoch 8, batch 16400, libri_loss[loss=0.2414, simple_loss=0.3202, pruned_loss=0.08134, over 12462.00 frames. utt_duration=960 frames, utt_pad_proportion=0.06887, over 52.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.319, pruned_loss=0.08505, over 2473968.00 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07177, over 20402.82 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3044, pruned_loss=0.0745, over 2466396.11 frames. utt_duration=1284 frames, utt_pad_proportion=0.05137, over 7695.45 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3211, pruned_loss=0.08615, over 2475193.62 frames. utt_duration=453 frames, utt_pad_proportion=0.07227, over 21924.67 utterances.], batch size: 52, lr: 4.28e-04
2022-08-25 00:29:09,173 INFO [train.py:927] (2/8) Epoch 8, batch 16450, giga_loss[loss=0.2719, simple_loss=0.3489, pruned_loss=0.0974, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03963, over 113.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3196, pruned_loss=0.08564, over 2473393.04 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07084, over 20099.47 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3046, pruned_loss=0.07449, over 2465873.60 frames. utt_duration=1284 frames, utt_pad_proportion=0.05063, over 7690.66 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08684, over 2475054.78 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07171, over 21662.17 utterances.], batch size: 113, lr: 4.28e-04
2022-08-25 00:30:54,695 INFO [train.py:927] (2/8) Epoch 8, batch 16500, giga_loss[loss=0.2684, simple_loss=0.3234, pruned_loss=0.1067, over 12341.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3193, pruned_loss=0.08528, over 2473730.88 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07314, over 20178.43 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3046, pruned_loss=0.07444, over 2465805.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.04988, over 7672.91 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3211, pruned_loss=0.08648, over 2475246.95 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07398, over 21649.92 utterances.], batch size: 371, lr: 4.28e-04
2022-08-25 00:32:43,028 INFO [train.py:927] (2/8) Epoch 8, batch 16550, giga_loss[loss=0.3099, simple_loss=0.3527, pruned_loss=0.1335, over 12351.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2101, over 372.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3203, pruned_loss=0.08671, over 2473686.63 frames. utt_duration=483.4 frames, utt_pad_proportion=0.0777, over 20530.99 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3047, pruned_loss=0.07457, over 2466166.55 frames. utt_duration=1289 frames, utt_pad_proportion=0.04915, over 7663.53 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.322, pruned_loss=0.08775, over 2474701.75 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07842, over 21927.19 utterances.], batch size: 372, lr: 4.28e-04
2022-08-25 00:34:27,155 INFO [train.py:927] (2/8) Epoch 8, batch 16600, libri_loss[loss=0.2769, simple_loss=0.3326, pruned_loss=0.1106, over 12314.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005004, over 35.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3204, pruned_loss=0.08703, over 2473725.94 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07301, over 19840.91 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3044, pruned_loss=0.07472, over 2465967.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.04913, over 7673.35 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3226, pruned_loss=0.08818, over 2475015.56 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07425, over 21426.29 utterances.], batch size: 35, lr: 4.28e-04
2022-08-25 00:36:11,082 INFO [train.py:927] (2/8) Epoch 8, batch 16650, giga_loss[loss=0.2906, simple_loss=0.3528, pruned_loss=0.1142, over 12366.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.04007, over 145.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3217, pruned_loss=0.0879, over 2473925.92 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07225, over 19982.95 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3039, pruned_loss=0.07449, over 2465837.54 frames. utt_duration=1291 frames, utt_pad_proportion=0.04842, over 7648.06 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3242, pruned_loss=0.08926, over 2475225.50 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07364, over 21483.44 utterances.], batch size: 145, lr: 4.28e-04
2022-08-25 00:37:53,477 INFO [train.py:927] (2/8) Epoch 8, batch 16700, giga_loss[loss=0.2957, simple_loss=0.3601, pruned_loss=0.1156, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03054, over 97.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3233, pruned_loss=0.08917, over 2473728.74 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07381, over 20350.06 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3038, pruned_loss=0.0745, over 2466030.53 frames. utt_duration=1297 frames, utt_pad_proportion=0.04675, over 7615.37 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3263, pruned_loss=0.09091, over 2474929.51 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07571, over 22176.11 utterances.], batch size: 97, lr: 4.28e-04
2022-08-25 00:39:38,245 INFO [train.py:927] (2/8) Epoch 8, batch 16750, giga_loss[loss=0.2196, simple_loss=0.3137, pruned_loss=0.06272, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03424, over 75.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.324, pruned_loss=0.08918, over 2474197.56 frames. utt_duration=489 frames, utt_pad_proportion=0.07297, over 20302.06 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3039, pruned_loss=0.07461, over 2466357.79 frames. utt_duration=1299 frames, utt_pad_proportion=0.04601, over 7606.12 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09074, over 2474991.31 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07498, over 22005.38 utterances.], batch size: 75, lr: 4.28e-04
2022-08-25 00:41:23,120 INFO [train.py:927] (2/8) Epoch 8, batch 16800, giga_loss[loss=0.3051, simple_loss=0.3562, pruned_loss=0.127, over 12382.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.325, pruned_loss=0.08956, over 2474584.52 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07568, over 21140.32 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3041, pruned_loss=0.07467, over 2466338.17 frames. utt_duration=1298 frames, utt_pad_proportion=0.04548, over 7608.09 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3276, pruned_loss=0.09114, over 2475447.37 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07749, over 22861.57 utterances.], batch size: 260, lr: 4.28e-04
2022-08-25 00:43:03,671 INFO [train.py:927] (2/8) Epoch 8, batch 16850, libri_loss[loss=0.281, simple_loss=0.3382, pruned_loss=0.1119, over 12360.00 frames. utt_duration=786.4 frames, utt_pad_proportion=0.1064, over 63.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3223, pruned_loss=0.08745, over 2474208.79 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07178, over 20209.29 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3037, pruned_loss=0.07463, over 2466166.22 frames. utt_duration=1298 frames, utt_pad_proportion=0.04527, over 7606.23 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3253, pruned_loss=0.08918, over 2475326.33 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07394, over 22018.26 utterances.], batch size: 63, lr: 4.28e-04
2022-08-25 00:44:47,280 INFO [train.py:927] (2/8) Epoch 8, batch 16900, giga_loss[loss=0.2239, simple_loss=0.3034, pruned_loss=0.07218, over 12375.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.03052, over 51.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3223, pruned_loss=0.08698, over 2474386.81 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06929, over 19531.26 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3041, pruned_loss=0.07486, over 2466061.38 frames. utt_duration=1299 frames, utt_pad_proportion=0.04474, over 7602.10 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3248, pruned_loss=0.08838, over 2475506.74 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0716, over 21189.20 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:46:34,896 INFO [train.py:927] (2/8) Epoch 8, batch 16950, giga_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.06254, over 12404.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02925, over 62.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3219, pruned_loss=0.0874, over 2474853.89 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06983, over 19878.39 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3041, pruned_loss=0.07491, over 2466109.07 frames. utt_duration=1295 frames, utt_pad_proportion=0.04549, over 7629.09 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3238, pruned_loss=0.08851, over 2475725.34 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07144, over 21204.79 utterances.], batch size: 62, lr: 4.28e-04
2022-08-25 00:48:17,134 INFO [train.py:927] (2/8) Epoch 8, batch 17000, giga_loss[loss=0.2159, simple_loss=0.302, pruned_loss=0.06493, over 12436.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03851, over 123.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3243, pruned_loss=0.08962, over 2475021.79 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07317, over 20613.74 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3046, pruned_loss=0.07532, over 2466356.67 frames. utt_duration=1293 frames, utt_pad_proportion=0.0451, over 7640.35 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3258, pruned_loss=0.09042, over 2475689.55 frames. utt_duration=453 frames, utt_pad_proportion=0.07455, over 21934.14 utterances.], batch size: 123, lr: 4.28e-04
2022-08-25 00:50:00,982 INFO [train.py:927] (2/8) Epoch 8, batch 17050, giga_loss[loss=0.2608, simple_loss=0.3331, pruned_loss=0.09423, over 12364.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03196, over 97.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3251, pruned_loss=0.09002, over 2474728.68 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07173, over 20749.16 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3046, pruned_loss=0.07525, over 2466399.45 frames. utt_duration=1295 frames, utt_pad_proportion=0.04446, over 7624.71 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3267, pruned_loss=0.091, over 2475378.86 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07327, over 22058.90 utterances.], batch size: 97, lr: 4.28e-04
2022-08-25 00:51:42,667 INFO [train.py:927] (2/8) Epoch 8, batch 17100, giga_loss[loss=0.2836, simple_loss=0.3505, pruned_loss=0.1083, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03773, over 113.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3239, pruned_loss=0.08847, over 2474797.09 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07535, over 20946.53 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3043, pruned_loss=0.07523, over 2466153.33 frames. utt_duration=1295 frames, utt_pad_proportion=0.04455, over 7625.06 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3261, pruned_loss=0.08973, over 2475777.18 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07661, over 22399.63 utterances.], batch size: 113, lr: 4.28e-04
2022-08-25 00:53:27,396 INFO [train.py:927] (2/8) Epoch 8, batch 17150, giga_loss[loss=0.2489, simple_loss=0.3239, pruned_loss=0.08699, over 12449.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03508, over 105.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.322, pruned_loss=0.08724, over 2474383.78 frames. utt_duration=490 frames, utt_pad_proportion=0.07063, over 20260.99 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.304, pruned_loss=0.07513, over 2466280.34 frames. utt_duration=1299 frames, utt_pad_proportion=0.04365, over 7603.71 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3247, pruned_loss=0.08879, over 2475353.35 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07259, over 21923.23 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 00:55:10,767 INFO [train.py:927] (2/8) Epoch 8, batch 17200, giga_loss[loss=0.2292, simple_loss=0.3058, pruned_loss=0.07632, over 12456.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03425, over 98.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3206, pruned_loss=0.08691, over 2474222.87 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07601, over 20678.56 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3041, pruned_loss=0.0753, over 2466514.17 frames. utt_duration=1301 frames, utt_pad_proportion=0.04256, over 7592.84 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3232, pruned_loss=0.0884, over 2475043.03 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07781, over 22445.37 utterances.], batch size: 98, lr: 4.27e-04
2022-08-25 00:56:54,904 INFO [train.py:927] (2/8) Epoch 8, batch 17250, giga_loss[loss=0.2936, simple_loss=0.358, pruned_loss=0.1146, over 12357.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02955, over 70.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3167, pruned_loss=0.08504, over 2474252.89 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07255, over 20105.86 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3033, pruned_loss=0.07475, over 2466348.07 frames. utt_duration=1307 frames, utt_pad_proportion=0.04167, over 7558.42 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.32, pruned_loss=0.08702, over 2475301.50 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07477, over 21896.91 utterances.], batch size: 70, lr: 4.27e-04
2022-08-25 00:58:43,853 INFO [train.py:927] (2/8) Epoch 8, batch 17300, libri_loss[loss=0.2507, simple_loss=0.3301, pruned_loss=0.08563, over 12459.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01395, over 40.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3169, pruned_loss=0.08504, over 2474518.17 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06658, over 19780.26 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.304, pruned_loss=0.07527, over 2466578.20 frames. utt_duration=1309 frames, utt_pad_proportion=0.04107, over 7546.39 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.319, pruned_loss=0.08634, over 2475295.59 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06916, over 21431.35 utterances.], batch size: 40, lr: 4.27e-04
2022-08-25 01:00:27,255 INFO [train.py:927] (2/8) Epoch 8, batch 17350, libri_loss[loss=0.2458, simple_loss=0.3101, pruned_loss=0.09072, over 12304.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01897, over 41.00 utterances.], tot_loss[loss=0.24, simple_loss=0.316, pruned_loss=0.08198, over 2475036.69 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06459, over 20563.99 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3039, pruned_loss=0.0753, over 2466523.99 frames. utt_duration=1312 frames, utt_pad_proportion=0.04022, over 7527.30 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.08322, over 2475965.47 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06717, over 22246.80 utterances.], batch size: 41, lr: 4.27e-04
2022-08-25 01:02:07,156 INFO [train.py:927] (2/8) Epoch 8, batch 17400, giga_loss[loss=0.2438, simple_loss=0.3148, pruned_loss=0.08643, over 12380.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3142, pruned_loss=0.07946, over 2475720.55 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06555, over 21140.22 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3043, pruned_loss=0.07559, over 2466738.03 frames. utt_duration=1294 frames, utt_pad_proportion=0.04469, over 7631.38 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.316, pruned_loss=0.08039, over 2476568.60 frames. utt_duration=434.3 frames, utt_pad_proportion=0.06647, over 22886.08 utterances.], batch size: 258, lr: 4.27e-04
2022-08-25 01:03:51,459 INFO [train.py:927] (2/8) Epoch 8, batch 17450, giga_loss[loss=0.2147, simple_loss=0.304, pruned_loss=0.0627, over 12420.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.312, pruned_loss=0.0763, over 2475432.50 frames. utt_duration=460.1 frames, utt_pad_proportion=0.065, over 21590.10 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3045, pruned_loss=0.07586, over 2466653.28 frames. utt_duration=1295 frames, utt_pad_proportion=0.04421, over 7626.43 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3135, pruned_loss=0.07686, over 2476412.19 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06607, over 23306.96 utterances.], batch size: 212, lr: 4.27e-04
2022-08-25 01:05:42,726 INFO [train.py:927] (2/8) Epoch 8, batch 17500, giga_loss[loss=0.2137, simple_loss=0.3011, pruned_loss=0.06309, over 12368.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3124, pruned_loss=0.07535, over 2475851.15 frames. utt_duration=452.5 frames, utt_pad_proportion=0.06459, over 21955.69 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3047, pruned_loss=0.07598, over 2466904.39 frames. utt_duration=1293 frames, utt_pad_proportion=0.04385, over 7639.71 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3135, pruned_loss=0.07568, over 2476559.12 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0657, over 23550.37 utterances.], batch size: 66, lr: 4.27e-04
2022-08-25 01:07:24,199 INFO [train.py:927] (2/8) Epoch 8, batch 17550, giga_loss[loss=0.2251, simple_loss=0.3132, pruned_loss=0.06849, over 12444.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03585, over 105.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3092, pruned_loss=0.07316, over 2475939.04 frames. utt_duration=437.3 frames, utt_pad_proportion=0.06911, over 22725.13 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3042, pruned_loss=0.07571, over 2467009.34 frames. utt_duration=1285 frames, utt_pad_proportion=0.04746, over 7687.65 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3106, pruned_loss=0.07362, over 2476639.49 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06892, over 24353.83 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 01:09:10,963 INFO [train.py:927] (2/8) Epoch 8, batch 17600, giga_loss[loss=0.2318, simple_loss=0.3107, pruned_loss=0.07644, over 12373.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07634, over 213.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3079, pruned_loss=0.07158, over 2476011.85 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06891, over 23521.40 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3044, pruned_loss=0.07558, over 2466897.43 frames. utt_duration=1287 frames, utt_pad_proportion=0.04693, over 7676.37 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.309, pruned_loss=0.07202, over 2476780.97 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06902, over 25029.27 utterances.], batch size: 213, lr: 4.27e-04
2022-08-25 01:10:51,106 INFO [train.py:927] (2/8) Epoch 8, batch 17650, giga_loss[loss=0.2214, simple_loss=0.3163, pruned_loss=0.06327, over 12374.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3063, pruned_loss=0.07032, over 2475638.47 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06869, over 22874.43 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3049, pruned_loss=0.07588, over 2466729.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.05121, over 7776.07 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3069, pruned_loss=0.07027, over 2476753.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06796, over 24559.73 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:12:37,235 INFO [train.py:927] (2/8) Epoch 8, batch 17700, giga_loss[loss=0.1927, simple_loss=0.2812, pruned_loss=0.05216, over 12417.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.039, over 133.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3024, pruned_loss=0.06734, over 2476069.09 frames. utt_duration=435.3 frames, utt_pad_proportion=0.0659, over 22829.52 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3051, pruned_loss=0.07599, over 2466772.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05072, over 7777.45 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3027, pruned_loss=0.06713, over 2477014.41 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06568, over 24352.03 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:14:24,422 INFO [train.py:927] (2/8) Epoch 8, batch 17750, giga_loss[loss=0.2014, simple_loss=0.2714, pruned_loss=0.06571, over 12352.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.178, over 357.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3003, pruned_loss=0.0664, over 2476083.23 frames. utt_duration=409.8 frames, utt_pad_proportion=0.0713, over 24255.94 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3053, pruned_loss=0.07612, over 2466727.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.05051, over 7775.56 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3004, pruned_loss=0.0661, over 2476898.97 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07095, over 25512.57 utterances.], batch size: 357, lr: 4.27e-04
2022-08-25 01:16:20,555 INFO [train.py:927] (2/8) Epoch 8, batch 17800, giga_loss[loss=0.2192, simple_loss=0.3143, pruned_loss=0.062, over 12411.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05825, over 182.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3023, pruned_loss=0.06657, over 2476574.33 frames. utt_duration=413 frames, utt_pad_proportion=0.06892, over 24067.93 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3053, pruned_loss=0.0762, over 2466989.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.04962, over 7756.31 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3022, pruned_loss=0.06603, over 2477202.99 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06914, over 25477.63 utterances.], batch size: 182, lr: 4.27e-04
2022-08-25 01:18:26,569 INFO [train.py:927] (2/8) Epoch 8, batch 17850, giga_loss[loss=0.1897, simple_loss=0.2805, pruned_loss=0.04945, over 12260.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02835, over 54.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3016, pruned_loss=0.06579, over 2477323.30 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06385, over 24088.53 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3055, pruned_loss=0.07637, over 2466985.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.04958, over 7772.68 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3013, pruned_loss=0.06514, over 2477906.60 frames. utt_duration=392.8 frames, utt_pad_proportion=0.06433, over 25322.59 utterances.], batch size: 54, lr: 4.27e-04
2022-08-25 01:20:25,784 INFO [train.py:927] (2/8) Epoch 8, batch 17900, giga_loss[loss=0.1745, simple_loss=0.2726, pruned_loss=0.0382, over 12303.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03579, over 51.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3005, pruned_loss=0.06484, over 2477578.58 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06752, over 24403.54 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07683, over 2467293.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.05244, over 7855.15 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2997, pruned_loss=0.06356, over 2478095.61 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06704, over 25822.22 utterances.], batch size: 51, lr: 4.27e-04
2022-08-25 01:22:33,771 INFO [train.py:927] (2/8) Epoch 8, batch 17950, giga_loss[loss=0.2419, simple_loss=0.328, pruned_loss=0.07785, over 12380.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0457, over 146.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2975, pruned_loss=0.06344, over 2477211.81 frames. utt_duration=419 frames, utt_pad_proportion=0.06674, over 23722.97 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3057, pruned_loss=0.07679, over 2467239.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05172, over 7824.32 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2969, pruned_loss=0.06223, over 2477853.67 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06666, over 25166.35 utterances.], batch size: 146, lr: 4.27e-04
2022-08-25 01:24:29,745 INFO [train.py:927] (2/8) Epoch 8, batch 18000, giga_loss[loss=0.2028, simple_loss=0.2945, pruned_loss=0.05559, over 12369.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.04301, over 133.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2963, pruned_loss=0.06291, over 2477638.78 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0728, over 25130.60 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07695, over 2467398.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.05517, over 7889.56 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2955, pruned_loss=0.06158, over 2478195.20 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07168, over 26505.77 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:24:29,746 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 01:24:44,873 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1851, simple_loss=0.2995, pruned_loss=0.03539, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 01:27:01,054 INFO [train.py:927] (2/8) Epoch 8, batch 18050, giga_loss[loss=0.2104, simple_loss=0.2941, pruned_loss=0.06338, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05565, over 181.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2965, pruned_loss=0.06269, over 2477781.29 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07979, over 26038.28 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3065, pruned_loss=0.07738, over 2467645.48 frames. utt_duration=1217 frames, utt_pad_proportion=0.06727, over 8117.43 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2952, pruned_loss=0.061, over 2478187.16 frames. utt_duration=365 frames, utt_pad_proportion=0.07571, over 27252.26 utterances.], batch size: 181, lr: 4.27e-04
2022-08-25 01:29:02,804 INFO [train.py:927] (2/8) Epoch 8, batch 18100, giga_loss[loss=0.2067, simple_loss=0.2898, pruned_loss=0.0618, over 12395.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09459, over 255.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.06221, over 2476814.40 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07647, over 25341.80 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07708, over 2467226.94 frames. utt_duration=1226 frames, utt_pad_proportion=0.06558, over 8062.30 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2944, pruned_loss=0.06067, over 2477760.88 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07384, over 26898.49 utterances.], batch size: 255, lr: 4.26e-04
2022-08-25 01:31:06,503 INFO [train.py:927] (2/8) Epoch 8, batch 18150, giga_loss[loss=0.2153, simple_loss=0.3132, pruned_loss=0.05866, over 12366.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2975, pruned_loss=0.06169, over 2477157.56 frames. utt_duration=385.7 frames, utt_pad_proportion=0.07661, over 25771.06 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3061, pruned_loss=0.07718, over 2467377.62 frames. utt_duration=1230 frames, utt_pad_proportion=0.0644, over 8035.01 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2965, pruned_loss=0.06004, over 2477992.32 frames. utt_duration=362.7 frames, utt_pad_proportion=0.07488, over 27424.68 utterances.], batch size: 97, lr: 4.26e-04
2022-08-25 01:33:10,616 INFO [train.py:927] (2/8) Epoch 8, batch 18200, giga_loss[loss=0.1884, simple_loss=0.2851, pruned_loss=0.04589, over 12360.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.02612, over 62.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.298, pruned_loss=0.06086, over 2477317.22 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07676, over 25744.18 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.07727, over 2467537.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06796, over 8096.90 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2971, pruned_loss=0.05905, over 2478094.61 frames. utt_duration=361.5 frames, utt_pad_proportion=0.07468, over 27513.50 utterances.], batch size: 62, lr: 4.26e-04
2022-08-25 01:35:14,429 INFO [train.py:927] (2/8) Epoch 8, batch 18250, giga_loss[loss=0.1815, simple_loss=0.2757, pruned_loss=0.04362, over 12472.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.02583, over 75.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2985, pruned_loss=0.06126, over 2477304.12 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07479, over 24500.02 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3063, pruned_loss=0.07755, over 2467429.49 frames. utt_duration=1201 frames, utt_pad_proportion=0.07462, over 8226.44 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2974, pruned_loss=0.05925, over 2478181.94 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0712, over 26082.97 utterances.], batch size: 75, lr: 4.26e-04
2022-08-25 01:37:42,581 INFO [train.py:927] (2/8) Epoch 8, batch 18300, giga_loss[loss=0.2091, simple_loss=0.2993, pruned_loss=0.05945, over 12444.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04741, over 147.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2995, pruned_loss=0.06249, over 2477627.78 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06871, over 23826.18 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3056, pruned_loss=0.07728, over 2467390.93 frames. utt_duration=1213 frames, utt_pad_proportion=0.07195, over 8148.14 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2989, pruned_loss=0.06038, over 2478792.55 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06689, over 25915.81 utterances.], batch size: 147, lr: 4.26e-04
2022-08-25 01:39:53,029 INFO [train.py:927] (2/8) Epoch 8, batch 18350, giga_loss[loss=0.2435, simple_loss=0.3304, pruned_loss=0.07826, over 12358.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.02884, over 85.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2971, pruned_loss=0.06159, over 2477999.09 frames. utt_duration=404 frames, utt_pad_proportion=0.06943, over 24605.34 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.306, pruned_loss=0.07761, over 2467293.79 frames. utt_duration=1202 frames, utt_pad_proportion=0.07601, over 8217.71 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2962, pruned_loss=0.05949, over 2479092.01 frames. utt_duration=377.9 frames, utt_pad_proportion=0.0668, over 26325.61 utterances.], batch size: 85, lr: 4.26e-04
2022-08-25 01:41:57,151 INFO [train.py:927] (2/8) Epoch 8, batch 18400, giga_loss[loss=0.2349, simple_loss=0.315, pruned_loss=0.07739, over 12298.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03416, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2958, pruned_loss=0.06186, over 2478085.16 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07186, over 24511.97 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3057, pruned_loss=0.07743, over 2467348.87 frames. utt_duration=1210 frames, utt_pad_proportion=0.07395, over 8169.99 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2949, pruned_loss=0.05971, over 2479307.65 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07015, over 26563.23 utterances.], batch size: 51, lr: 4.26e-04
2022-08-25 01:43:59,556 INFO [train.py:927] (2/8) Epoch 8, batch 18450, giga_loss[loss=0.2054, simple_loss=0.2831, pruned_loss=0.06388, over 12416.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2968, pruned_loss=0.06218, over 2477951.32 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06901, over 24416.25 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3057, pruned_loss=0.07741, over 2467074.01 frames. utt_duration=1212 frames, utt_pad_proportion=0.07284, over 8150.76 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2959, pruned_loss=0.06022, over 2479357.47 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06813, over 26360.40 utterances.], batch size: 258, lr: 4.26e-04
2022-08-25 01:46:00,082 INFO [train.py:927] (2/8) Epoch 8, batch 18500, giga_loss[loss=0.2478, simple_loss=0.3227, pruned_loss=0.08644, over 12430.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02979, over 80.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2971, pruned_loss=0.06338, over 2477934.57 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06531, over 23886.61 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3053, pruned_loss=0.07726, over 2467000.24 frames. utt_duration=1218 frames, utt_pad_proportion=0.07053, over 8109.77 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2963, pruned_loss=0.0612, over 2479630.03 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06544, over 26257.06 utterances.], batch size: 80, lr: 4.26e-04
2022-08-25 01:48:13,541 INFO [train.py:927] (2/8) Epoch 8, batch 18550, giga_loss[loss=0.2188, simple_loss=0.3114, pruned_loss=0.06308, over 12307.00 frames. utt_duration=747.1 frames, utt_pad_proportion=0.03221, over 66.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2979, pruned_loss=0.06307, over 2477858.38 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06572, over 23798.62 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.305, pruned_loss=0.0772, over 2467049.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.07433, over 8165.94 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2974, pruned_loss=0.06117, over 2479351.76 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06478, over 25897.48 utterances.], batch size: 66, lr: 4.26e-04
2022-08-25 01:50:27,210 INFO [train.py:927] (2/8) Epoch 8, batch 18600, libri_loss[loss=0.1832, simple_loss=0.2643, pruned_loss=0.05108, over 12195.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008206, over 30.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2972, pruned_loss=0.0627, over 2477697.56 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06257, over 23463.41 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3048, pruned_loss=0.07705, over 2467017.87 frames. utt_duration=1215 frames, utt_pad_proportion=0.07231, over 8131.56 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2968, pruned_loss=0.06081, over 2479318.39 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06253, over 25737.54 utterances.], batch size: 30, lr: 4.26e-04
2022-08-25 01:52:33,450 INFO [train.py:927] (2/8) Epoch 8, batch 18650, giga_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.0575, over 12385.00 frames. utt_duration=236 frames, utt_pad_proportion=0.0671, over 211.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2923, pruned_loss=0.06106, over 2477549.91 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06337, over 23323.92 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3042, pruned_loss=0.07673, over 2466847.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.07105, over 8091.30 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2922, pruned_loss=0.05947, over 2479286.39 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06359, over 25593.60 utterances.], batch size: 211, lr: 4.26e-04
2022-08-25 01:54:24,403 INFO [train.py:927] (2/8) Epoch 8, batch 18700, giga_loss[loss=0.2384, simple_loss=0.3159, pruned_loss=0.08049, over 12377.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02706, over 85.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2918, pruned_loss=0.06131, over 2477393.75 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06647, over 23687.92 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3041, pruned_loss=0.07648, over 2466987.90 frames. utt_duration=1225 frames, utt_pad_proportion=0.06949, over 8063.85 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2916, pruned_loss=0.05983, over 2478954.69 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06684, over 25978.26 utterances.], batch size: 85, lr: 4.26e-04
2022-08-25 01:56:27,814 INFO [train.py:927] (2/8) Epoch 8, batch 18750, giga_loss[loss=0.1991, simple_loss=0.2866, pruned_loss=0.05583, over 12351.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02979, over 91.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2907, pruned_loss=0.06019, over 2477421.34 frames. utt_duration=415 frames, utt_pad_proportion=0.0689, over 23950.67 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.304, pruned_loss=0.07648, over 2467159.85 frames. utt_duration=1215 frames, utt_pad_proportion=0.07333, over 8129.21 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2902, pruned_loss=0.05856, over 2478775.45 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06786, over 26161.16 utterances.], batch size: 91, lr: 4.26e-04
2022-08-25 01:58:44,020 INFO [train.py:927] (2/8) Epoch 8, batch 18800, giga_loss[loss=0.1959, simple_loss=0.2842, pruned_loss=0.05378, over 12378.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02817, over 91.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2888, pruned_loss=0.05922, over 2477810.12 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0666, over 23946.48 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3039, pruned_loss=0.07666, over 2467055.21 frames. utt_duration=1214 frames, utt_pad_proportion=0.07354, over 8141.79 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2883, pruned_loss=0.05763, over 2479073.42 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06586, over 25817.98 utterances.], batch size: 91, lr: 4.26e-04
2022-08-25 02:00:56,616 INFO [train.py:927] (2/8) Epoch 8, batch 18850, giga_loss[loss=0.1974, simple_loss=0.2828, pruned_loss=0.05598, over 12397.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02944, over 58.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2885, pruned_loss=0.05934, over 2477357.81 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07179, over 24561.83 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3039, pruned_loss=0.07667, over 2466954.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.07243, over 8114.18 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2879, pruned_loss=0.05777, over 2478630.46 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07114, over 26337.48 utterances.], batch size: 58, lr: 4.26e-04
2022-08-25 02:02:54,200 INFO [train.py:927] (2/8) Epoch 8, batch 18900, giga_loss[loss=0.1944, simple_loss=0.2907, pruned_loss=0.04902, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03592, over 113.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2887, pruned_loss=0.0597, over 2477094.50 frames. utt_duration=400 frames, utt_pad_proportion=0.07096, over 24844.51 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3038, pruned_loss=0.07653, over 2466935.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.07165, over 8091.54 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2881, pruned_loss=0.05837, over 2478257.58 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07074, over 26499.24 utterances.], batch size: 113, lr: 4.26e-04
2022-08-25 02:04:57,097 INFO [train.py:927] (2/8) Epoch 8, batch 18950, giga_loss[loss=0.2065, simple_loss=0.3059, pruned_loss=0.0535, over 12469.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.02754, over 75.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2907, pruned_loss=0.05895, over 2477300.46 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07311, over 25630.05 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3041, pruned_loss=0.0765, over 2466871.20 frames. utt_duration=1219 frames, utt_pad_proportion=0.07195, over 8103.69 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.05779, over 2478351.12 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07274, over 27062.03 utterances.], batch size: 75, lr: 4.26e-04
2022-08-25 02:06:58,039 INFO [train.py:927] (2/8) Epoch 8, batch 19000, giga_loss[loss=0.2007, simple_loss=0.2965, pruned_loss=0.05242, over 12366.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0287, over 91.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2923, pruned_loss=0.06005, over 2477339.68 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07588, over 26587.08 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3045, pruned_loss=0.07682, over 2466720.62 frames. utt_duration=1221 frames, utt_pad_proportion=0.07122, over 8092.17 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2911, pruned_loss=0.05861, over 2478446.24 frames. utt_duration=355.7 frames, utt_pad_proportion=0.07568, over 27968.89 utterances.], batch size: 91, lr: 4.26e-04
2022-08-25 02:09:00,567 INFO [train.py:927] (2/8) Epoch 8, batch 19050, giga_loss[loss=0.1871, simple_loss=0.2837, pruned_loss=0.0452, over 12422.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03107, over 75.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2915, pruned_loss=0.05924, over 2477286.86 frames. utt_duration=391.5 frames, utt_pad_proportion=0.07024, over 25390.42 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3047, pruned_loss=0.07687, over 2466761.45 frames. utt_duration=1225 frames, utt_pad_proportion=0.06987, over 8066.09 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.05763, over 2478387.73 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07072, over 26948.03 utterances.], batch size: 75, lr: 4.25e-04
2022-08-25 02:11:02,283 INFO [train.py:927] (2/8) Epoch 8, batch 19100, giga_loss[loss=0.1959, simple_loss=0.2881, pruned_loss=0.05183, over 12423.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.02785, over 122.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2898, pruned_loss=0.05849, over 2477232.13 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06958, over 25273.27 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3048, pruned_loss=0.07676, over 2466815.16 frames. utt_duration=1227 frames, utt_pad_proportion=0.06906, over 8052.17 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2883, pruned_loss=0.05707, over 2478193.20 frames. utt_duration=371.9 frames, utt_pad_proportion=0.0702, over 26739.90 utterances.], batch size: 122, lr: 4.25e-04
2022-08-25 02:13:09,681 INFO [train.py:927] (2/8) Epoch 8, batch 19150, giga_loss[loss=0.2007, simple_loss=0.2927, pruned_loss=0.05432, over 12426.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03002, over 122.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2916, pruned_loss=0.05904, over 2476644.27 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06871, over 25139.16 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.305, pruned_loss=0.07682, over 2466213.44 frames. utt_duration=1228 frames, utt_pad_proportion=0.06826, over 8045.75 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.29, pruned_loss=0.05737, over 2478197.44 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06948, over 26776.52 utterances.], batch size: 122, lr: 4.25e-04
2022-08-25 02:15:05,543 INFO [train.py:927] (2/8) Epoch 8, batch 19200, giga_loss[loss=0.2461, simple_loss=0.3318, pruned_loss=0.08025, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04347, over 146.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.294, pruned_loss=0.06085, over 2477485.74 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06767, over 25235.01 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.305, pruned_loss=0.07686, over 2466482.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.06799, over 8069.53 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2924, pruned_loss=0.05909, over 2478711.66 frames. utt_duration=369.7 frames, utt_pad_proportion=0.0684, over 26904.97 utterances.], batch size: 146, lr: 4.25e-04
2022-08-25 02:17:07,502 INFO [train.py:927] (2/8) Epoch 8, batch 19250, giga_loss[loss=0.2014, simple_loss=0.2875, pruned_loss=0.05764, over 12352.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.029, over 85.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2957, pruned_loss=0.06158, over 2476832.50 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07026, over 25330.76 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3051, pruned_loss=0.0768, over 2466505.22 frames. utt_duration=1227 frames, utt_pad_proportion=0.06677, over 8053.74 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.294, pruned_loss=0.05979, over 2478078.17 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07101, over 27141.41 utterances.], batch size: 85, lr: 4.25e-04
2022-08-25 02:19:23,301 INFO [train.py:927] (2/8) Epoch 8, batch 19300, libri_loss[loss=0.2542, simple_loss=0.3258, pruned_loss=0.09128, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005935, over 37.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2957, pruned_loss=0.06177, over 2477160.28 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06687, over 25027.50 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3056, pruned_loss=0.07687, over 2466529.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.06655, over 8063.70 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2937, pruned_loss=0.06, over 2478303.73 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06774, over 26775.26 utterances.], batch size: 37, lr: 4.25e-04
2022-08-25 02:21:18,539 INFO [train.py:927] (2/8) Epoch 8, batch 19350, giga_loss[loss=0.2564, simple_loss=0.3232, pruned_loss=0.09482, over 12390.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.0982, over 256.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2946, pruned_loss=0.06133, over 2477298.51 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06797, over 25330.81 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3057, pruned_loss=0.07693, over 2466558.41 frames. utt_duration=1216 frames, utt_pad_proportion=0.06975, over 8122.78 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2927, pruned_loss=0.05958, over 2478384.18 frames. utt_duration=368.6 frames, utt_pad_proportion=0.0677, over 26982.24 utterances.], batch size: 256, lr: 4.25e-04
2022-08-25 02:23:25,482 INFO [train.py:927] (2/8) Epoch 8, batch 19400, giga_loss[loss=0.1847, simple_loss=0.2794, pruned_loss=0.04499, over 12364.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02853, over 85.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2931, pruned_loss=0.06121, over 2477454.16 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07129, over 25758.17 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3056, pruned_loss=0.0769, over 2466542.43 frames. utt_duration=1214 frames, utt_pad_proportion=0.07, over 8135.61 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2916, pruned_loss=0.05972, over 2478406.46 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07085, over 27193.77 utterances.], batch size: 85, lr: 4.25e-04
2022-08-25 02:25:27,694 INFO [train.py:927] (2/8) Epoch 8, batch 19450, giga_loss[loss=0.1993, simple_loss=0.2968, pruned_loss=0.05085, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03008, over 42.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2928, pruned_loss=0.06022, over 2477091.17 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06906, over 24937.84 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3051, pruned_loss=0.07667, over 2466662.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.06866, over 8089.25 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2917, pruned_loss=0.05881, over 2478033.12 frames. utt_duration=374 frames, utt_pad_proportion=0.06919, over 26583.84 utterances.], batch size: 42, lr: 4.25e-04
2022-08-25 02:27:25,244 INFO [train.py:927] (2/8) Epoch 8, batch 19500, giga_loss[loss=0.2049, simple_loss=0.2996, pruned_loss=0.05506, over 12464.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03168, over 92.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.05952, over 2477432.43 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06683, over 24574.07 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3047, pruned_loss=0.07651, over 2466690.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.06772, over 8058.76 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05825, over 2478323.88 frames. utt_duration=379.7 frames, utt_pad_proportion=0.0673, over 26191.32 utterances.], batch size: 92, lr: 4.25e-04
2022-08-25 02:29:31,358 INFO [train.py:927] (2/8) Epoch 8, batch 19550, giga_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05285, over 12301.00 frames. utt_duration=849.7 frames, utt_pad_proportion=0.03661, over 58.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06028, over 2477808.93 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07024, over 25100.90 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3057, pruned_loss=0.07694, over 2466815.66 frames. utt_duration=1205 frames, utt_pad_proportion=0.07486, over 8199.32 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.0585, over 2478655.73 frames. utt_duration=373.4 frames, utt_pad_proportion=0.06836, over 26638.18 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:31:47,299 INFO [train.py:927] (2/8) Epoch 8, batch 19600, giga_loss[loss=0.1844, simple_loss=0.2589, pruned_loss=0.05501, over 12392.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1717, over 355.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.296, pruned_loss=0.05941, over 2477635.66 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06981, over 25155.53 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3067, pruned_loss=0.07704, over 2467052.15 frames. utt_duration=1192 frames, utt_pad_proportion=0.07857, over 8289.27 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05756, over 2478286.03 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06716, over 26617.89 utterances.], batch size: 355, lr: 4.25e-04
2022-08-25 02:34:00,740 INFO [train.py:927] (2/8) Epoch 8, batch 19650, giga_loss[loss=0.1953, simple_loss=0.2981, pruned_loss=0.04621, over 12313.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.02922, over 70.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2983, pruned_loss=0.06003, over 2477225.81 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07005, over 24946.22 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3078, pruned_loss=0.07697, over 2467046.63 frames. utt_duration=1200 frames, utt_pad_proportion=0.07658, over 8235.82 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.295, pruned_loss=0.05806, over 2478100.14 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06843, over 26703.93 utterances.], batch size: 70, lr: 4.25e-04
2022-08-25 02:36:16,990 INFO [train.py:927] (2/8) Epoch 8, batch 19700, giga_loss[loss=0.2354, simple_loss=0.3077, pruned_loss=0.08152, over 12426.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09623, over 256.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2968, pruned_loss=0.05906, over 2477126.09 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06867, over 24019.92 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3074, pruned_loss=0.07679, over 2466777.90 frames. utt_duration=1204 frames, utt_pad_proportion=0.07576, over 8208.43 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2944, pruned_loss=0.05742, over 2478202.62 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06764, over 25656.50 utterances.], batch size: 256, lr: 4.25e-04
2022-08-25 02:38:33,518 INFO [train.py:927] (2/8) Epoch 8, batch 19750, giga_loss[loss=0.157, simple_loss=0.258, pruned_loss=0.02803, over 12285.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.05438, over 26.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2949, pruned_loss=0.05869, over 2476993.00 frames. utt_duration=431.1 frames, utt_pad_proportion=0.06607, over 23045.07 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3071, pruned_loss=0.07664, over 2466808.30 frames. utt_duration=1197 frames, utt_pad_proportion=0.07792, over 8250.30 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2929, pruned_loss=0.05696, over 2478172.69 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06467, over 24808.52 utterances.], batch size: 26, lr: 4.25e-04
2022-08-25 02:40:33,536 INFO [train.py:927] (2/8) Epoch 8, batch 19800, giga_loss[loss=0.2271, simple_loss=0.3083, pruned_loss=0.07293, over 12401.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.05781, over 2477213.34 frames. utt_duration=435.1 frames, utt_pad_proportion=0.06418, over 22836.35 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3071, pruned_loss=0.07674, over 2466671.91 frames. utt_duration=1201 frames, utt_pad_proportion=0.07751, over 8227.84 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2922, pruned_loss=0.05621, over 2478339.49 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06326, over 24363.74 utterances.], batch size: 258, lr: 4.25e-04
2022-08-25 02:42:26,936 INFO [train.py:927] (2/8) Epoch 8, batch 19850, giga_loss[loss=0.2214, simple_loss=0.3101, pruned_loss=0.06636, over 12364.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04693, over 146.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2956, pruned_loss=0.05862, over 2477162.37 frames. utt_duration=437.2 frames, utt_pad_proportion=0.06098, over 22728.06 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3067, pruned_loss=0.07667, over 2466679.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.07587, over 8197.95 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2943, pruned_loss=0.05683, over 2478386.60 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0608, over 24437.93 utterances.], batch size: 146, lr: 4.25e-04
2022-08-25 02:44:15,458 INFO [train.py:927] (2/8) Epoch 8, batch 19900, giga_loss[loss=0.2139, simple_loss=0.299, pruned_loss=0.0644, over 12381.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05863, over 2477009.92 frames. utt_duration=432 frames, utt_pad_proportion=0.06442, over 23001.44 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3065, pruned_loss=0.07672, over 2466804.53 frames. utt_duration=1209 frames, utt_pad_proportion=0.07443, over 8170.93 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2922, pruned_loss=0.05637, over 2478318.43 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06434, over 25027.88 utterances.], batch size: 113, lr: 4.25e-04
2022-08-25 02:46:09,051 INFO [train.py:927] (2/8) Epoch 8, batch 19950, giga_loss[loss=0.2396, simple_loss=0.33, pruned_loss=0.07463, over 12384.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02728, over 70.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06054, over 2476805.75 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07025, over 24482.27 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3065, pruned_loss=0.07675, over 2466655.52 frames. utt_duration=1211 frames, utt_pad_proportion=0.07388, over 8155.27 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2947, pruned_loss=0.05858, over 2478040.89 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06995, over 26224.36 utterances.], batch size: 70, lr: 4.25e-04
2022-08-25 02:47:54,543 INFO [train.py:927] (2/8) Epoch 8, batch 20000, giga_loss[loss=0.2401, simple_loss=0.3206, pruned_loss=0.07976, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02721, over 48.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3029, pruned_loss=0.06443, over 2476129.50 frames. utt_duration=425.6 frames, utt_pad_proportion=0.06884, over 23339.63 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3062, pruned_loss=0.07663, over 2466477.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.07288, over 8121.52 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.3021, pruned_loss=0.06267, over 2477498.40 frames. utt_duration=396 frames, utt_pad_proportion=0.06893, over 25103.87 utterances.], batch size: 48, lr: 4.24e-04
2022-08-25 02:49:37,527 INFO [train.py:927] (2/8) Epoch 8, batch 20050, giga_loss[loss=0.1894, simple_loss=0.2712, pruned_loss=0.05381, over 12255.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02854, over 42.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3008, pruned_loss=0.0647, over 2476064.86 frames. utt_duration=452.4 frames, utt_pad_proportion=0.06551, over 21956.41 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3063, pruned_loss=0.07683, over 2466325.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.07252, over 8125.78 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.3, pruned_loss=0.06294, over 2477464.07 frames. utt_duration=421.1 frames, utt_pad_proportion=0.0659, over 23607.69 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 02:51:19,220 INFO [train.py:927] (2/8) Epoch 8, batch 20100, giga_loss[loss=0.1839, simple_loss=0.2663, pruned_loss=0.0508, over 12447.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03723, over 105.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2938, pruned_loss=0.06223, over 2474267.79 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06268, over 20367.35 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3058, pruned_loss=0.07661, over 2465941.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.07102, over 8070.63 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2934, pruned_loss=0.06069, over 2475963.23 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06365, over 22087.91 utterances.], batch size: 105, lr: 4.24e-04
2022-08-25 02:53:04,064 INFO [train.py:927] (2/8) Epoch 8, batch 20150, giga_loss[loss=0.1706, simple_loss=0.258, pruned_loss=0.04157, over 12372.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02527, over 66.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2859, pruned_loss=0.05897, over 2474193.85 frames. utt_duration=511 frames, utt_pad_proportion=0.06142, over 19419.62 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3057, pruned_loss=0.07637, over 2466203.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.07026, over 8061.16 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2854, pruned_loss=0.05767, over 2475470.39 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06253, over 21003.31 utterances.], batch size: 66, lr: 4.24e-04
2022-08-25 02:54:48,538 INFO [train.py:927] (2/8) Epoch 8, batch 20200, giga_loss[loss=0.1669, simple_loss=0.2476, pruned_loss=0.04311, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03222, over 42.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.28, pruned_loss=0.05682, over 2474705.12 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06031, over 19676.25 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3055, pruned_loss=0.07632, over 2466223.91 frames. utt_duration=1229 frames, utt_pad_proportion=0.06989, over 8039.59 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2795, pruned_loss=0.05567, over 2475774.37 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06135, over 21046.38 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 02:56:32,137 INFO [train.py:927] (2/8) Epoch 8, batch 20250, libri_loss[loss=0.2628, simple_loss=0.336, pruned_loss=0.09477, over 12366.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.0137, over 41.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2757, pruned_loss=0.05616, over 2474091.70 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06368, over 19390.47 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.306, pruned_loss=0.07677, over 2466377.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06924, over 8050.69 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2742, pruned_loss=0.05433, over 2474975.61 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06451, over 20749.16 utterances.], batch size: 41, lr: 4.24e-04
2022-08-25 02:58:15,206 INFO [train.py:927] (2/8) Epoch 8, batch 20300, giga_loss[loss=0.1654, simple_loss=0.2425, pruned_loss=0.04411, over 12385.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.0295, over 97.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2718, pruned_loss=0.05497, over 2474135.44 frames. utt_duration=491 frames, utt_pad_proportion=0.06532, over 20216.27 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07697, over 2466370.17 frames. utt_duration=1216 frames, utt_pad_proportion=0.073, over 8122.79 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2701, pruned_loss=0.05318, over 2474920.40 frames. utt_duration=465.4 frames, utt_pad_proportion=0.0647, over 21334.79 utterances.], batch size: 97, lr: 4.24e-04
2022-08-25 02:59:59,533 INFO [train.py:927] (2/8) Epoch 8, batch 20350, giga_loss[loss=0.1814, simple_loss=0.2549, pruned_loss=0.05399, over 12439.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.0369, over 133.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.268, pruned_loss=0.05331, over 2474279.26 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06521, over 20463.55 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3062, pruned_loss=0.077, over 2466540.64 frames. utt_duration=1208 frames, utt_pad_proportion=0.07592, over 8174.56 utterances.], giga_tot_loss[loss=0.1845, simple_loss=0.2661, pruned_loss=0.05145, over 2474869.03 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06354, over 21508.78 utterances.], batch size: 133, lr: 4.24e-04
2022-08-25 03:01:44,198 INFO [train.py:927] (2/8) Epoch 8, batch 20400, giga_loss[loss=0.1716, simple_loss=0.2432, pruned_loss=0.05002, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.2632, pruned_loss=0.05133, over 2474061.39 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06677, over 19937.89 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3061, pruned_loss=0.07705, over 2466496.46 frames. utt_duration=1200 frames, utt_pad_proportion=0.07888, over 8234.08 utterances.], giga_tot_loss[loss=0.1801, simple_loss=0.2612, pruned_loss=0.0495, over 2474654.63 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06421, over 20863.47 utterances.], batch size: 91, lr: 4.24e-04
2022-08-25 03:03:29,033 INFO [train.py:927] (2/8) Epoch 8, batch 20450, giga_loss[loss=0.2285, simple_loss=0.3156, pruned_loss=0.07067, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02982, over 42.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2714, pruned_loss=0.05553, over 2474873.85 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06952, over 20124.54 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.306, pruned_loss=0.07706, over 2466839.89 frames. utt_duration=1203 frames, utt_pad_proportion=0.07765, over 8212.55 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2691, pruned_loss=0.05363, over 2475181.94 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06775, over 21083.22 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 03:05:12,490 INFO [train.py:927] (2/8) Epoch 8, batch 20500, libri_loss[loss=0.2306, simple_loss=0.303, pruned_loss=0.07913, over 12461.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007657, over 37.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2809, pruned_loss=0.06001, over 2473848.19 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07193, over 19904.47 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07685, over 2466751.04 frames. utt_duration=1211 frames, utt_pad_proportion=0.07566, over 8160.90 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2787, pruned_loss=0.05807, over 2474433.72 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07105, over 21109.75 utterances.], batch size: 37, lr: 4.24e-04
2022-08-25 03:06:57,815 INFO [train.py:927] (2/8) Epoch 8, batch 20550, giga_loss[loss=0.1941, simple_loss=0.2854, pruned_loss=0.05139, over 12295.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03707, over 51.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06143, over 2473523.16 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07086, over 19535.76 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3055, pruned_loss=0.07673, over 2466639.38 frames. utt_duration=1213 frames, utt_pad_proportion=0.07477, over 8146.53 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2848, pruned_loss=0.0598, over 2474155.37 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07047, over 20649.04 utterances.], batch size: 51, lr: 4.24e-04
2022-08-25 03:08:41,610 INFO [train.py:927] (2/8) Epoch 8, batch 20600, giga_loss[loss=0.2182, simple_loss=0.3063, pruned_loss=0.06502, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03466, over 105.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.291, pruned_loss=0.06337, over 2473576.75 frames. utt_duration=486 frames, utt_pad_proportion=0.07504, over 20419.51 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3053, pruned_loss=0.07659, over 2466389.43 frames. utt_duration=1211 frames, utt_pad_proportion=0.07469, over 8159.34 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2892, pruned_loss=0.0618, over 2474486.78 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07454, over 21605.86 utterances.], batch size: 105, lr: 4.24e-04
2022-08-25 03:10:25,439 INFO [train.py:927] (2/8) Epoch 8, batch 20650, giga_loss[loss=0.2052, simple_loss=0.2919, pruned_loss=0.05928, over 12354.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03247, over 58.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2987, pruned_loss=0.06697, over 2474582.93 frames. utt_duration=494.6 frames, utt_pad_proportion=0.07297, over 20074.60 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3079, pruned_loss=0.07763, over 2466514.47 frames. utt_duration=1201 frames, utt_pad_proportion=0.07742, over 8227.44 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2947, pruned_loss=0.06464, over 2475349.73 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07182, over 21164.68 utterances.], batch size: 58, lr: 4.24e-04
2022-08-25 03:12:10,734 INFO [train.py:927] (2/8) Epoch 8, batch 20700, giga_loss[loss=0.2161, simple_loss=0.3045, pruned_loss=0.06382, over 12307.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03636, over 51.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3015, pruned_loss=0.06767, over 2474263.68 frames. utt_duration=531.2 frames, utt_pad_proportion=0.0689, over 18685.59 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3079, pruned_loss=0.07775, over 2466858.73 frames. utt_duration=1193 frames, utt_pad_proportion=0.07981, over 8281.46 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2981, pruned_loss=0.06535, over 2474808.30 frames. utt_duration=499.9 frames, utt_pad_proportion=0.0671, over 19861.23 utterances.], batch size: 51, lr: 4.24e-04
2022-08-25 03:13:52,020 INFO [train.py:927] (2/8) Epoch 8, batch 20750, giga_loss[loss=0.1937, simple_loss=0.2811, pruned_loss=0.05318, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03814, over 37.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3038, pruned_loss=0.0684, over 2474011.68 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06483, over 17519.05 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3079, pruned_loss=0.07807, over 2467331.23 frames. utt_duration=1189 frames, utt_pad_proportion=0.08089, over 8313.76 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3008, pruned_loss=0.06585, over 2474319.51 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06294, over 18851.51 utterances.], batch size: 37, lr: 4.24e-04
2022-08-25 03:15:35,340 INFO [train.py:927] (2/8) Epoch 8, batch 20800, giga_loss[loss=0.191, simple_loss=0.2858, pruned_loss=0.04809, over 12147.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04015, over 33.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3043, pruned_loss=0.06725, over 2473677.36 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06439, over 17262.38 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3077, pruned_loss=0.07799, over 2467273.61 frames. utt_duration=1191 frames, utt_pad_proportion=0.08048, over 8295.64 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3021, pruned_loss=0.06523, over 2474034.76 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06303, over 18408.87 utterances.], batch size: 33, lr: 4.24e-04
2022-08-25 03:17:19,472 INFO [train.py:927] (2/8) Epoch 8, batch 20850, giga_loss[loss=0.2067, simple_loss=0.2954, pruned_loss=0.05898, over 12397.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04089, over 105.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3041, pruned_loss=0.06703, over 2473861.17 frames. utt_duration=589.4 frames, utt_pad_proportion=0.0639, over 16830.56 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.07795, over 2467212.60 frames. utt_duration=1194 frames, utt_pad_proportion=0.07932, over 8272.39 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3025, pruned_loss=0.06521, over 2474348.98 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06311, over 17954.79 utterances.], batch size: 105, lr: 4.24e-04
2022-08-25 03:19:01,867 INFO [train.py:927] (2/8) Epoch 8, batch 20900, giga_loss[loss=0.2341, simple_loss=0.3062, pruned_loss=0.08103, over 12415.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03518, over 37.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3056, pruned_loss=0.06909, over 2473405.01 frames. utt_duration=615.4 frames, utt_pad_proportion=0.06063, over 16117.23 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3074, pruned_loss=0.07802, over 2467373.01 frames. utt_duration=1190 frames, utt_pad_proportion=0.08138, over 8305.57 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3042, pruned_loss=0.06725, over 2473839.73 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05905, over 17250.73 utterances.], batch size: 37, lr: 4.24e-04
2022-08-25 03:20:45,271 INFO [train.py:927] (2/8) Epoch 8, batch 20950, giga_loss[loss=0.2166, simple_loss=0.2935, pruned_loss=0.06991, over 12297.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03589, over 51.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06987, over 2472082.47 frames. utt_duration=628.3 frames, utt_pad_proportion=0.06312, over 15774.74 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3073, pruned_loss=0.07797, over 2467324.53 frames. utt_duration=1185 frames, utt_pad_proportion=0.08369, over 8339.81 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3041, pruned_loss=0.06816, over 2472656.16 frames. utt_duration=586.5 frames, utt_pad_proportion=0.06033, over 16905.91 utterances.], batch size: 51, lr: 4.24e-04
2022-08-25 03:22:30,828 INFO [train.py:927] (2/8) Epoch 8, batch 21000, giga_loss[loss=0.2262, simple_loss=0.312, pruned_loss=0.07017, over 12162.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03462, over 36.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3047, pruned_loss=0.0704, over 2471998.21 frames. utt_duration=619.4 frames, utt_pad_proportion=0.06297, over 16003.72 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3068, pruned_loss=0.07775, over 2466906.95 frames. utt_duration=1187 frames, utt_pad_proportion=0.08245, over 8321.97 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3042, pruned_loss=0.06897, over 2472974.87 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06099, over 17155.85 utterances.], batch size: 36, lr: 4.23e-04
2022-08-25 03:22:30,829 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 03:22:45,695 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1813, simple_loss=0.2904, pruned_loss=0.03614, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 03:24:31,497 INFO [train.py:927] (2/8) Epoch 8, batch 21050, giga_loss[loss=0.2009, simple_loss=0.2893, pruned_loss=0.05629, over 12390.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02781, over 62.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3026, pruned_loss=0.06878, over 2472996.40 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06276, over 16169.08 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3065, pruned_loss=0.07754, over 2467200.96 frames. utt_duration=1187 frames, utt_pad_proportion=0.08169, over 8323.09 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3024, pruned_loss=0.06773, over 2473583.87 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06142, over 17179.95 utterances.], batch size: 62, lr: 4.23e-04
2022-08-25 03:26:16,831 INFO [train.py:927] (2/8) Epoch 8, batch 21100, giga_loss[loss=0.1921, simple_loss=0.2796, pruned_loss=0.05226, over 12362.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02878, over 91.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3003, pruned_loss=0.06784, over 2473261.40 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05928, over 16029.37 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3072, pruned_loss=0.07769, over 2467258.58 frames. utt_duration=1192 frames, utt_pad_proportion=0.07991, over 8290.25 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2993, pruned_loss=0.06652, over 2473932.46 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05889, over 17181.74 utterances.], batch size: 91, lr: 4.23e-04
2022-08-25 03:28:02,083 INFO [train.py:927] (2/8) Epoch 8, batch 21150, giga_loss[loss=0.1861, simple_loss=0.2638, pruned_loss=0.05423, over 12425.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04042, over 34.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2967, pruned_loss=0.06693, over 2473422.66 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06899, over 17932.73 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3075, pruned_loss=0.07784, over 2467537.85 frames. utt_duration=1192 frames, utt_pad_proportion=0.07915, over 8292.83 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2956, pruned_loss=0.06561, over 2473782.81 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06843, over 18954.55 utterances.], batch size: 34, lr: 4.23e-04
2022-08-25 03:29:48,037 INFO [train.py:927] (2/8) Epoch 8, batch 21200, giga_loss[loss=0.1914, simple_loss=0.2795, pruned_loss=0.05164, over 12329.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03431, over 51.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2957, pruned_loss=0.06654, over 2474017.62 frames. utt_duration=552.2 frames, utt_pad_proportion=0.0677, over 17969.54 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3076, pruned_loss=0.07802, over 2467719.95 frames. utt_duration=1182 frames, utt_pad_proportion=0.08176, over 8363.56 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2946, pruned_loss=0.06527, over 2474199.97 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06633, over 18798.94 utterances.], batch size: 51, lr: 4.23e-04
2022-08-25 03:31:29,068 INFO [train.py:927] (2/8) Epoch 8, batch 21250, giga_loss[loss=0.1883, simple_loss=0.2642, pruned_loss=0.05622, over 12366.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2926, pruned_loss=0.06565, over 2474330.38 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06475, over 17452.79 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3075, pruned_loss=0.07812, over 2467627.81 frames. utt_duration=1184 frames, utt_pad_proportion=0.08103, over 8348.09 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2917, pruned_loss=0.06442, over 2474655.49 frames. utt_duration=544 frames, utt_pad_proportion=0.06398, over 18247.71 utterances.], batch size: 48, lr: 4.23e-04
2022-08-25 03:33:13,891 INFO [train.py:927] (2/8) Epoch 8, batch 21300, giga_loss[loss=0.2117, simple_loss=0.2904, pruned_loss=0.06648, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.0312, over 62.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2892, pruned_loss=0.06441, over 2474354.33 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06024, over 16778.96 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3075, pruned_loss=0.07817, over 2467557.27 frames. utt_duration=1185 frames, utt_pad_proportion=0.08053, over 8341.58 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2883, pruned_loss=0.06326, over 2474745.06 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05992, over 17493.21 utterances.], batch size: 62, lr: 4.23e-04
2022-08-25 03:34:56,147 INFO [train.py:927] (2/8) Epoch 8, batch 21350, giga_loss[loss=0.1739, simple_loss=0.2543, pruned_loss=0.04671, over 12357.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2861, pruned_loss=0.0637, over 2474001.69 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05967, over 16372.66 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3075, pruned_loss=0.07816, over 2467594.68 frames. utt_duration=1184 frames, utt_pad_proportion=0.07999, over 8346.35 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.285, pruned_loss=0.06249, over 2474412.76 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05942, over 17115.03 utterances.], batch size: 97, lr: 4.23e-04
2022-08-25 03:36:39,449 INFO [train.py:927] (2/8) Epoch 8, batch 21400, libri_loss[loss=0.2726, simple_loss=0.348, pruned_loss=0.09861, over 12397.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.1447, over 66.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2848, pruned_loss=0.06293, over 2473178.17 frames. utt_duration=630.4 frames, utt_pad_proportion=0.056, over 15731.10 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3078, pruned_loss=0.07819, over 2467707.13 frames. utt_duration=1187 frames, utt_pad_proportion=0.07848, over 8324.44 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2826, pruned_loss=0.06133, over 2473613.17 frames. utt_duration=596.2 frames, utt_pad_proportion=0.05625, over 16637.28 utterances.], batch size: 66, lr: 4.23e-04
2022-08-25 03:38:22,833 INFO [train.py:927] (2/8) Epoch 8, batch 21450, giga_loss[loss=0.194, simple_loss=0.2747, pruned_loss=0.05661, over 12382.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03122, over 62.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2824, pruned_loss=0.06183, over 2472860.97 frames. utt_duration=634.8 frames, utt_pad_proportion=0.05649, over 15619.05 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3079, pruned_loss=0.07825, over 2467645.13 frames. utt_duration=1189 frames, utt_pad_proportion=0.07786, over 8312.22 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2804, pruned_loss=0.06037, over 2473311.10 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05688, over 16413.87 utterances.], batch size: 62, lr: 4.23e-04
2022-08-25 03:40:16,487 INFO [train.py:927] (2/8) Epoch 8, batch 21500, giga_loss[loss=0.2004, simple_loss=0.2772, pruned_loss=0.06185, over 12155.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.0316, over 36.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2842, pruned_loss=0.06274, over 2472264.90 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05742, over 15789.38 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3075, pruned_loss=0.07807, over 2467520.01 frames. utt_duration=1196 frames, utt_pad_proportion=0.07626, over 8264.40 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2824, pruned_loss=0.0613, over 2472849.50 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05823, over 16669.02 utterances.], batch size: 36, lr: 4.23e-04
2022-08-25 03:42:02,082 INFO [train.py:927] (2/8) Epoch 8, batch 21550, giga_loss[loss=0.2861, simple_loss=0.3553, pruned_loss=0.1085, over 12363.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06574, over 183.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2904, pruned_loss=0.06646, over 2472717.66 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06585, over 16614.26 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3081, pruned_loss=0.07841, over 2467501.60 frames. utt_duration=1165 frames, utt_pad_proportion=0.08717, over 8485.06 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2879, pruned_loss=0.06471, over 2473297.56 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06092, over 17292.51 utterances.], batch size: 183, lr: 4.23e-04
2022-08-25 03:43:48,088 INFO [train.py:927] (2/8) Epoch 8, batch 21600, giga_loss[loss=0.2424, simple_loss=0.3249, pruned_loss=0.07991, over 12423.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.0369, over 123.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2954, pruned_loss=0.06849, over 2473365.83 frames. utt_duration=576.5 frames, utt_pad_proportion=0.07003, over 17205.42 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.308, pruned_loss=0.07821, over 2467702.49 frames. utt_duration=1170 frames, utt_pad_proportion=0.08598, over 8448.74 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2932, pruned_loss=0.06708, over 2473735.43 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06652, over 17934.02 utterances.], batch size: 123, lr: 4.23e-04
2022-08-25 03:45:32,369 INFO [train.py:927] (2/8) Epoch 8, batch 21650, giga_loss[loss=0.2783, simple_loss=0.3583, pruned_loss=0.09912, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03711, over 123.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.302, pruned_loss=0.07133, over 2474030.38 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06488, over 17548.78 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.0782, over 2467355.79 frames. utt_duration=1175 frames, utt_pad_proportion=0.08471, over 8413.05 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3002, pruned_loss=0.07007, over 2474704.20 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06273, over 18304.29 utterances.], batch size: 123, lr: 4.23e-04
2022-08-25 03:47:13,436 INFO [train.py:927] (2/8) Epoch 8, batch 21700, giga_loss[loss=0.2201, simple_loss=0.3071, pruned_loss=0.06661, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02716, over 45.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3029, pruned_loss=0.07093, over 2472723.37 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06344, over 17925.97 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3075, pruned_loss=0.07782, over 2467004.95 frames. utt_duration=1185 frames, utt_pad_proportion=0.08274, over 8336.67 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3016, pruned_loss=0.07006, over 2473756.32 frames. utt_duration=525 frames, utt_pad_proportion=0.06237, over 18902.13 utterances.], batch size: 45, lr: 4.23e-04
2022-08-25 03:48:56,568 INFO [train.py:927] (2/8) Epoch 8, batch 21750, giga_loss[loss=0.2279, simple_loss=0.308, pruned_loss=0.07387, over 12412.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07187, over 212.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3016, pruned_loss=0.06917, over 2473068.46 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06368, over 18431.20 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3076, pruned_loss=0.07773, over 2466992.22 frames. utt_duration=1187 frames, utt_pad_proportion=0.08213, over 8321.33 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3005, pruned_loss=0.06851, over 2473935.42 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06301, over 19292.90 utterances.], batch size: 212, lr: 4.23e-04
2022-08-25 03:50:41,213 INFO [train.py:927] (2/8) Epoch 8, batch 21800, giga_loss[loss=0.235, simple_loss=0.317, pruned_loss=0.0765, over 12425.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03278, over 80.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3028, pruned_loss=0.06994, over 2472945.87 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0634, over 18464.28 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3069, pruned_loss=0.07744, over 2466797.32 frames. utt_duration=1197 frames, utt_pad_proportion=0.08023, over 8255.16 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3023, pruned_loss=0.06939, over 2473980.55 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06338, over 19512.53 utterances.], batch size: 80, lr: 4.23e-04
2022-08-25 03:52:24,496 INFO [train.py:927] (2/8) Epoch 8, batch 21850, giga_loss[loss=0.214, simple_loss=0.2904, pruned_loss=0.06879, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04756, over 26.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3044, pruned_loss=0.07116, over 2473096.85 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06204, over 18010.00 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07751, over 2466890.06 frames. utt_duration=1197 frames, utt_pad_proportion=0.07966, over 8254.30 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.304, pruned_loss=0.07058, over 2473916.49 frames. utt_duration=523 frames, utt_pad_proportion=0.06223, over 18976.19 utterances.], batch size: 26, lr: 4.23e-04
2022-08-25 03:54:09,492 INFO [train.py:927] (2/8) Epoch 8, batch 21900, giga_loss[loss=0.2301, simple_loss=0.3119, pruned_loss=0.07416, over 12423.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03654, over 113.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.07254, over 2472787.07 frames. utt_duration=554 frames, utt_pad_proportion=0.05982, over 17901.41 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3067, pruned_loss=0.07752, over 2466833.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.07801, over 8225.10 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07184, over 2473727.36 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06043, over 19098.61 utterances.], batch size: 113, lr: 4.23e-04
2022-08-25 03:55:53,023 INFO [train.py:927] (2/8) Epoch 8, batch 21950, giga_loss[loss=0.2259, simple_loss=0.3037, pruned_loss=0.07403, over 12308.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03481, over 51.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3059, pruned_loss=0.07247, over 2472665.35 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05862, over 17112.06 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3065, pruned_loss=0.0773, over 2466972.99 frames. utt_duration=1203 frames, utt_pad_proportion=0.07712, over 8215.81 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3059, pruned_loss=0.07203, over 2473364.54 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05943, over 18183.63 utterances.], batch size: 51, lr: 4.22e-04
2022-08-25 03:57:37,166 INFO [train.py:927] (2/8) Epoch 8, batch 22000, giga_loss[loss=0.2091, simple_loss=0.2979, pruned_loss=0.06021, over 12408.00 frames. utt_duration=513.1 frames, utt_pad_proportion=0.02825, over 97.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3072, pruned_loss=0.0722, over 2473162.28 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05611, over 16509.94 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3065, pruned_loss=0.07732, over 2467218.26 frames. utt_duration=1196 frames, utt_pad_proportion=0.07984, over 8264.92 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3072, pruned_loss=0.07178, over 2473574.02 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05569, over 17426.91 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 03:59:22,409 INFO [train.py:927] (2/8) Epoch 8, batch 22050, libri_loss[loss=0.1735, simple_loss=0.2442, pruned_loss=0.05146, over 12200.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.05723, over 27.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.0719, over 2472770.63 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05655, over 16119.86 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3062, pruned_loss=0.07723, over 2467074.24 frames. utt_duration=1200 frames, utt_pad_proportion=0.07916, over 8237.04 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07159, over 2473324.19 frames. utt_duration=583.8 frames, utt_pad_proportion=0.05639, over 16990.47 utterances.], batch size: 27, lr: 4.22e-04
2022-08-25 04:01:03,763 INFO [train.py:927] (2/8) Epoch 8, batch 22100, giga_loss[loss=0.2278, simple_loss=0.3055, pruned_loss=0.07499, over 12450.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03623, over 133.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3071, pruned_loss=0.07261, over 2474058.15 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05365, over 16004.32 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3066, pruned_loss=0.07734, over 2467253.36 frames. utt_duration=1198 frames, utt_pad_proportion=0.07874, over 8245.50 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07217, over 2474433.69 frames. utt_duration=589.8 frames, utt_pad_proportion=0.0536, over 16823.97 utterances.], batch size: 133, lr: 4.22e-04
2022-08-25 04:02:48,303 INFO [train.py:927] (2/8) Epoch 8, batch 22150, giga_loss[loss=0.2264, simple_loss=0.3085, pruned_loss=0.0721, over 12435.00 frames. utt_duration=803.9 frames, utt_pad_proportion=0.02681, over 62.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.07264, over 2473427.59 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05739, over 15757.99 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3066, pruned_loss=0.0773, over 2467369.09 frames. utt_duration=1199 frames, utt_pad_proportion=0.07843, over 8239.27 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07231, over 2473649.94 frames. utt_duration=603.4 frames, utt_pad_proportion=0.0573, over 16439.51 utterances.], batch size: 62, lr: 4.22e-04
2022-08-25 04:04:30,614 INFO [train.py:927] (2/8) Epoch 8, batch 22200, libri_loss[loss=0.2286, simple_loss=0.3112, pruned_loss=0.07303, over 12243.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005497, over 34.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3072, pruned_loss=0.07232, over 2472763.93 frames. utt_duration=639.2 frames, utt_pad_proportion=0.0571, over 15510.83 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.307, pruned_loss=0.07758, over 2467386.83 frames. utt_duration=1200 frames, utt_pad_proportion=0.0781, over 8238.24 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3068, pruned_loss=0.07175, over 2473035.79 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05705, over 16191.21 utterances.], batch size: 34, lr: 4.22e-04
2022-08-25 04:06:13,398 INFO [train.py:927] (2/8) Epoch 8, batch 22250, giga_loss[loss=0.21, simple_loss=0.2875, pruned_loss=0.0663, over 12394.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.0355, over 80.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07136, over 2473314.30 frames. utt_duration=642.9 frames, utt_pad_proportion=0.06103, over 15424.97 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.307, pruned_loss=0.07758, over 2467182.49 frames. utt_duration=1202 frames, utt_pad_proportion=0.07745, over 8222.71 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3046, pruned_loss=0.07083, over 2473790.17 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06101, over 16074.41 utterances.], batch size: 80, lr: 4.22e-04
2022-08-25 04:07:54,526 INFO [train.py:927] (2/8) Epoch 8, batch 22300, giga_loss[loss=0.2382, simple_loss=0.3045, pruned_loss=0.08596, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.02777, over 39.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3025, pruned_loss=0.07055, over 2473184.49 frames. utt_duration=648.6 frames, utt_pad_proportion=0.05692, over 15286.73 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.307, pruned_loss=0.07761, over 2467176.66 frames. utt_duration=1206 frames, utt_pad_proportion=0.07612, over 8195.56 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3021, pruned_loss=0.06993, over 2473719.11 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05749, over 15992.17 utterances.], batch size: 39, lr: 4.22e-04
2022-08-25 04:09:36,487 INFO [train.py:927] (2/8) Epoch 8, batch 22350, giga_loss[loss=0.1984, simple_loss=0.2839, pruned_loss=0.05642, over 12334.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02848, over 66.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3013, pruned_loss=0.07005, over 2472739.22 frames. utt_duration=632.5 frames, utt_pad_proportion=0.05744, over 15673.84 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3068, pruned_loss=0.07748, over 2467168.51 frames. utt_duration=1208 frames, utt_pad_proportion=0.07548, over 8176.81 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3011, pruned_loss=0.06958, over 2473238.18 frames. utt_duration=606.6 frames, utt_pad_proportion=0.05805, over 16348.61 utterances.], batch size: 66, lr: 4.22e-04
2022-08-25 04:11:20,627 INFO [train.py:927] (2/8) Epoch 8, batch 22400, giga_loss[loss=0.2258, simple_loss=0.3051, pruned_loss=0.07322, over 12349.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2067, over 370.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2989, pruned_loss=0.06903, over 2473182.09 frames. utt_duration=634.1 frames, utt_pad_proportion=0.05731, over 15637.79 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07763, over 2467333.70 frames. utt_duration=1210 frames, utt_pad_proportion=0.07439, over 8169.49 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2982, pruned_loss=0.0683, over 2473556.86 frames. utt_duration=606.5 frames, utt_pad_proportion=0.05805, over 16354.13 utterances.], batch size: 370, lr: 4.22e-04
2022-08-25 04:13:01,376 INFO [train.py:927] (2/8) Epoch 8, batch 22450, giga_loss[loss=0.1761, simple_loss=0.2537, pruned_loss=0.04925, over 12410.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0328, over 31.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2957, pruned_loss=0.0675, over 2473459.46 frames. utt_duration=638.2 frames, utt_pad_proportion=0.05389, over 15539.63 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3077, pruned_loss=0.07795, over 2467577.27 frames. utt_duration=1212 frames, utt_pad_proportion=0.07294, over 8155.41 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2944, pruned_loss=0.06642, over 2473687.30 frames. utt_duration=609 frames, utt_pad_proportion=0.05508, over 16288.45 utterances.], batch size: 31, lr: 4.22e-04
2022-08-25 04:14:43,304 INFO [train.py:927] (2/8) Epoch 8, batch 22500, giga_loss[loss=0.2007, simple_loss=0.2954, pruned_loss=0.05303, over 12338.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2949, pruned_loss=0.06664, over 2473662.85 frames. utt_duration=629.6 frames, utt_pad_proportion=0.0521, over 15753.66 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3076, pruned_loss=0.07795, over 2467518.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.07158, over 8121.78 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2937, pruned_loss=0.06554, over 2474050.60 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05352, over 16545.44 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 04:16:24,513 INFO [train.py:927] (2/8) Epoch 8, batch 22550, giga_loss[loss=0.2236, simple_loss=0.3185, pruned_loss=0.06436, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03895, over 113.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2961, pruned_loss=0.0666, over 2473511.53 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05554, over 16254.94 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3074, pruned_loss=0.07786, over 2467456.18 frames. utt_duration=1222 frames, utt_pad_proportion=0.07032, over 8087.13 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2951, pruned_loss=0.06555, over 2474013.64 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05679, over 17073.34 utterances.], batch size: 113, lr: 4.22e-04
2022-08-25 04:18:04,580 INFO [train.py:927] (2/8) Epoch 8, batch 22600, giga_loss[loss=0.2156, simple_loss=0.2977, pruned_loss=0.06675, over 12341.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03632, over 104.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2968, pruned_loss=0.06654, over 2473159.22 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06039, over 17482.88 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3075, pruned_loss=0.078, over 2467295.99 frames. utt_duration=1213 frames, utt_pad_proportion=0.07366, over 8145.71 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2958, pruned_loss=0.0654, over 2473819.76 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05981, over 18250.82 utterances.], batch size: 104, lr: 4.22e-04
2022-08-25 04:19:47,497 INFO [train.py:927] (2/8) Epoch 8, batch 22650, giga_loss[loss=0.2303, simple_loss=0.3001, pruned_loss=0.0802, over 12111.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03853, over 30.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2957, pruned_loss=0.06566, over 2473027.16 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05665, over 16803.23 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3074, pruned_loss=0.07789, over 2467440.04 frames. utt_duration=1213 frames, utt_pad_proportion=0.07296, over 8143.48 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2949, pruned_loss=0.0647, over 2473493.28 frames. utt_duration=565.8 frames, utt_pad_proportion=0.0565, over 17534.00 utterances.], batch size: 30, lr: 4.22e-04
2022-08-25 04:21:29,945 INFO [train.py:927] (2/8) Epoch 8, batch 22700, giga_loss[loss=0.2012, simple_loss=0.295, pruned_loss=0.05377, over 12324.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02829, over 74.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2988, pruned_loss=0.06755, over 2473541.70 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06117, over 17482.27 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3085, pruned_loss=0.07879, over 2467382.06 frames. utt_duration=1195 frames, utt_pad_proportion=0.07966, over 8268.98 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2968, pruned_loss=0.06569, over 2474128.24 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05816, over 18214.88 utterances.], batch size: 74, lr: 4.22e-04
2022-08-25 04:23:10,368 INFO [train.py:927] (2/8) Epoch 8, batch 22750, giga_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.06029, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02301, over 48.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3013, pruned_loss=0.06821, over 2473778.74 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05954, over 17824.20 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3084, pruned_loss=0.0787, over 2467425.47 frames. utt_duration=1196 frames, utt_pad_proportion=0.07914, over 8264.34 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2998, pruned_loss=0.06674, over 2474247.49 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05741, over 18493.47 utterances.], batch size: 48, lr: 4.22e-04
2022-08-25 04:24:53,638 INFO [train.py:927] (2/8) Epoch 8, batch 22800, giga_loss[loss=0.2048, simple_loss=0.2909, pruned_loss=0.05937, over 12398.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02885, over 58.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.302, pruned_loss=0.06858, over 2472945.98 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06115, over 17658.98 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.308, pruned_loss=0.0786, over 2467467.74 frames. utt_duration=1193 frames, utt_pad_proportion=0.08083, over 8284.37 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3009, pruned_loss=0.0671, over 2473501.65 frames. utt_duration=535.6 frames, utt_pad_proportion=0.05825, over 18524.64 utterances.], batch size: 58, lr: 4.22e-04
2022-08-25 04:26:33,874 INFO [train.py:927] (2/8) Epoch 8, batch 22850, libri_loss[loss=0.2312, simple_loss=0.3099, pruned_loss=0.07629, over 12437.00 frames. utt_duration=958.3 frames, utt_pad_proportion=0.06959, over 52.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3017, pruned_loss=0.06845, over 2472963.31 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05754, over 16875.19 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.308, pruned_loss=0.07861, over 2467549.05 frames. utt_duration=1196 frames, utt_pad_proportion=0.07956, over 8263.66 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3007, pruned_loss=0.06701, over 2473455.40 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05562, over 17798.75 utterances.], batch size: 52, lr: 4.22e-04
2022-08-25 04:28:15,308 INFO [train.py:927] (2/8) Epoch 8, batch 22900, libri_loss[loss=0.2888, simple_loss=0.353, pruned_loss=0.1123, over 12302.00 frames. utt_duration=770.2 frames, utt_pad_proportion=0.1178, over 64.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3001, pruned_loss=0.06776, over 2473590.49 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05622, over 16961.81 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.308, pruned_loss=0.07878, over 2467570.91 frames. utt_duration=1198 frames, utt_pad_proportion=0.07872, over 8252.48 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2991, pruned_loss=0.06621, over 2474089.64 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05485, over 17895.49 utterances.], batch size: 64, lr: 4.22e-04
2022-08-25 04:29:55,898 INFO [train.py:927] (2/8) Epoch 8, batch 22950, giga_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07111, over 12437.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03044, over 80.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2993, pruned_loss=0.0676, over 2474277.69 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05827, over 17807.88 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3083, pruned_loss=0.07909, over 2467596.45 frames. utt_duration=1199 frames, utt_pad_proportion=0.0779, over 8243.44 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2981, pruned_loss=0.0659, over 2474779.55 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05727, over 18714.51 utterances.], batch size: 80, lr: 4.21e-04
2022-08-25 04:31:35,099 INFO [train.py:927] (2/8) Epoch 8, batch 23000, libri_loss[loss=0.2168, simple_loss=0.3011, pruned_loss=0.06623, over 12350.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005811, over 33.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3008, pruned_loss=0.06728, over 2474014.83 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05617, over 17904.03 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3079, pruned_loss=0.07873, over 2467564.56 frames. utt_duration=1208 frames, utt_pad_proportion=0.07566, over 8179.67 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3, pruned_loss=0.06581, over 2474714.71 frames. utt_duration=520.6 frames, utt_pad_proportion=0.05613, over 19067.86 utterances.], batch size: 33, lr: 4.21e-04
2022-08-25 04:33:14,926 INFO [train.py:927] (2/8) Epoch 8, batch 23050, giga_loss[loss=0.2136, simple_loss=0.2908, pruned_loss=0.06821, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03337, over 42.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3, pruned_loss=0.06723, over 2474462.59 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05399, over 17661.58 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3081, pruned_loss=0.07878, over 2468000.99 frames. utt_duration=1203 frames, utt_pad_proportion=0.07511, over 8218.74 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2988, pruned_loss=0.06559, over 2474875.70 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05393, over 18915.46 utterances.], batch size: 42, lr: 4.21e-04
2022-08-25 04:34:55,839 INFO [train.py:927] (2/8) Epoch 8, batch 23100, giga_loss[loss=0.1797, simple_loss=0.2574, pruned_loss=0.05101, over 12460.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04148, over 34.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2975, pruned_loss=0.06696, over 2474265.11 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05853, over 17903.82 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3081, pruned_loss=0.07881, over 2468011.20 frames. utt_duration=1193 frames, utt_pad_proportion=0.07797, over 8284.15 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2964, pruned_loss=0.06536, over 2474707.38 frames. utt_duration=521.1 frames, utt_pad_proportion=0.05682, over 19051.98 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:36:38,560 INFO [train.py:927] (2/8) Epoch 8, batch 23150, giga_loss[loss=0.1713, simple_loss=0.2527, pruned_loss=0.04493, over 12132.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04155, over 33.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2954, pruned_loss=0.06639, over 2474152.56 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06529, over 18624.02 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3078, pruned_loss=0.07871, over 2467769.87 frames. utt_duration=1194 frames, utt_pad_proportion=0.07765, over 8275.26 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2946, pruned_loss=0.065, over 2474784.73 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06364, over 19712.86 utterances.], batch size: 33, lr: 4.21e-04
2022-08-25 04:38:17,837 INFO [train.py:927] (2/8) Epoch 8, batch 23200, giga_loss[loss=0.1913, simple_loss=0.2794, pruned_loss=0.05163, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02447, over 48.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2905, pruned_loss=0.06445, over 2473512.96 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06329, over 17524.39 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3074, pruned_loss=0.07855, over 2467501.79 frames. utt_duration=1198 frames, utt_pad_proportion=0.07684, over 8249.89 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.29, pruned_loss=0.06328, over 2474335.10 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06222, over 18579.86 utterances.], batch size: 48, lr: 4.21e-04
2022-08-25 04:39:56,495 INFO [train.py:927] (2/8) Epoch 8, batch 23250, giga_loss[loss=0.197, simple_loss=0.2876, pruned_loss=0.05318, over 12337.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03062, over 66.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2899, pruned_loss=0.0645, over 2473737.72 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06535, over 17056.96 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3086, pruned_loss=0.07889, over 2467973.21 frames. utt_duration=1190 frames, utt_pad_proportion=0.07871, over 8304.66 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2878, pruned_loss=0.06279, over 2474162.67 frames. utt_duration=547 frames, utt_pad_proportion=0.0633, over 18142.22 utterances.], batch size: 66, lr: 4.21e-04
2022-08-25 04:41:38,600 INFO [train.py:927] (2/8) Epoch 8, batch 23300, giga_loss[loss=0.2098, simple_loss=0.3008, pruned_loss=0.05946, over 12328.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03442, over 58.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2909, pruned_loss=0.06461, over 2473887.21 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06711, over 17282.11 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3082, pruned_loss=0.07866, over 2467995.58 frames. utt_duration=1193 frames, utt_pad_proportion=0.07783, over 8282.20 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2893, pruned_loss=0.06328, over 2474277.40 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06567, over 18267.51 utterances.], batch size: 58, lr: 4.21e-04
2022-08-25 04:43:19,546 INFO [train.py:927] (2/8) Epoch 8, batch 23350, giga_loss[loss=0.2813, simple_loss=0.3555, pruned_loss=0.1036, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04587, over 146.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2937, pruned_loss=0.06575, over 2473396.77 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06697, over 17316.74 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3078, pruned_loss=0.07861, over 2468013.87 frames. utt_duration=1184 frames, utt_pad_proportion=0.08082, over 8347.86 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2922, pruned_loss=0.06426, over 2473863.18 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06427, over 18320.22 utterances.], batch size: 146, lr: 4.21e-04
2022-08-25 04:45:01,412 INFO [train.py:927] (2/8) Epoch 8, batch 23400, giga_loss[loss=0.1996, simple_loss=0.2948, pruned_loss=0.05217, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.0343, over 51.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.296, pruned_loss=0.06669, over 2473972.20 frames. utt_duration=577 frames, utt_pad_proportion=0.06255, over 17194.53 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3078, pruned_loss=0.07849, over 2468103.13 frames. utt_duration=1187 frames, utt_pad_proportion=0.07942, over 8326.45 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2945, pruned_loss=0.06534, over 2474384.04 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06103, over 18206.79 utterances.], batch size: 51, lr: 4.21e-04
2022-08-25 04:46:48,227 INFO [train.py:927] (2/8) Epoch 8, batch 23450, giga_loss[loss=0.2565, simple_loss=0.3299, pruned_loss=0.09157, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3023, pruned_loss=0.07126, over 2474004.73 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06318, over 18030.28 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3074, pruned_loss=0.07826, over 2468217.84 frames. utt_duration=1192 frames, utt_pad_proportion=0.07761, over 8291.95 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3012, pruned_loss=0.07009, over 2474418.72 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06249, over 19104.90 utterances.], batch size: 97, lr: 4.21e-04
2022-08-25 04:48:37,066 INFO [train.py:927] (2/8) Epoch 8, batch 23500, giga_loss[loss=0.2445, simple_loss=0.317, pruned_loss=0.086, over 12143.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0382, over 33.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3091, pruned_loss=0.07564, over 2473717.10 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05969, over 18207.81 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3075, pruned_loss=0.07831, over 2468076.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07666, over 8261.40 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07459, over 2474280.66 frames. utt_duration=515.1 frames, utt_pad_proportion=0.05959, over 19269.21 utterances.], batch size: 33, lr: 4.21e-04
2022-08-25 04:50:22,419 INFO [train.py:927] (2/8) Epoch 8, batch 23550, libri_loss[loss=0.204, simple_loss=0.2739, pruned_loss=0.06702, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009901, over 29.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3169, pruned_loss=0.08177, over 2473658.09 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06298, over 18838.16 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3077, pruned_loss=0.07834, over 2468121.89 frames. utt_duration=1196 frames, utt_pad_proportion=0.07648, over 8265.28 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3161, pruned_loss=0.08094, over 2474157.51 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06277, over 19825.40 utterances.], batch size: 29, lr: 4.21e-04
2022-08-25 04:52:07,991 INFO [train.py:927] (2/8) Epoch 8, batch 23600, giga_loss[loss=0.3671, simple_loss=0.3993, pruned_loss=0.1674, over 12385.00 frames. utt_duration=191.3 frames, utt_pad_proportion=0.1142, over 261.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3217, pruned_loss=0.08549, over 2473568.04 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06129, over 18901.76 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3086, pruned_loss=0.07854, over 2468199.59 frames. utt_duration=1198 frames, utt_pad_proportion=0.07557, over 8248.39 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3205, pruned_loss=0.08474, over 2473963.80 frames. utt_duration=500 frames, utt_pad_proportion=0.06147, over 19848.51 utterances.], batch size: 261, lr: 4.21e-04
2022-08-25 04:53:54,973 INFO [train.py:927] (2/8) Epoch 8, batch 23650, giga_loss[loss=0.2402, simple_loss=0.3187, pruned_loss=0.08084, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3256, pruned_loss=0.08877, over 2473637.37 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06377, over 19233.85 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07842, over 2468146.40 frames. utt_duration=1201 frames, utt_pad_proportion=0.07445, over 8230.48 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.325, pruned_loss=0.08846, over 2474108.66 frames. utt_duration=491.4 frames, utt_pad_proportion=0.0641, over 20200.82 utterances.], batch size: 97, lr: 4.21e-04
2022-08-25 04:55:44,834 INFO [train.py:927] (2/8) Epoch 8, batch 23700, giga_loss[loss=0.236, simple_loss=0.3237, pruned_loss=0.07409, over 12355.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03339, over 62.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3309, pruned_loss=0.09425, over 2473637.25 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07748, over 21383.12 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3086, pruned_loss=0.07853, over 2468208.55 frames. utt_duration=1193 frames, utt_pad_proportion=0.0768, over 8286.49 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3307, pruned_loss=0.09416, over 2474075.72 frames. utt_duration=444 frames, utt_pad_proportion=0.07629, over 22360.39 utterances.], batch size: 62, lr: 4.21e-04
2022-08-25 04:57:29,346 INFO [train.py:927] (2/8) Epoch 8, batch 23750, giga_loss[loss=0.2635, simple_loss=0.3347, pruned_loss=0.09617, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03917, over 133.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3315, pruned_loss=0.09549, over 2473960.24 frames. utt_duration=446.5 frames, utt_pad_proportion=0.08092, over 22234.37 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07857, over 2468347.94 frames. utt_duration=1196 frames, utt_pad_proportion=0.07595, over 8262.31 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3316, pruned_loss=0.09563, over 2474260.97 frames. utt_duration=427.5 frames, utt_pad_proportion=0.0802, over 23227.62 utterances.], batch size: 133, lr: 4.21e-04
2022-08-25 04:59:12,522 INFO [train.py:927] (2/8) Epoch 8, batch 23800, giga_loss[loss=0.2535, simple_loss=0.3314, pruned_loss=0.08773, over 12452.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0375, over 105.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3332, pruned_loss=0.09662, over 2473531.92 frames. utt_duration=434 frames, utt_pad_proportion=0.08439, over 22873.10 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3085, pruned_loss=0.07857, over 2468166.96 frames. utt_duration=1192 frames, utt_pad_proportion=0.07606, over 8289.55 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3339, pruned_loss=0.09703, over 2474027.72 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08374, over 23888.19 utterances.], batch size: 105, lr: 4.21e-04
2022-08-25 05:01:01,044 INFO [train.py:927] (2/8) Epoch 8, batch 23850, giga_loss[loss=0.2633, simple_loss=0.347, pruned_loss=0.08985, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3321, pruned_loss=0.09491, over 2474141.45 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08341, over 22940.90 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.07836, over 2468473.09 frames. utt_duration=1198 frames, utt_pad_proportion=0.07465, over 8250.71 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3334, pruned_loss=0.09581, over 2474388.73 frames. utt_duration=412 frames, utt_pad_proportion=0.0834, over 24110.56 utterances.], batch size: 146, lr: 4.21e-04
2022-08-25 05:02:49,412 INFO [train.py:927] (2/8) Epoch 8, batch 23900, giga_loss[loss=0.2362, simple_loss=0.3161, pruned_loss=0.07811, over 12446.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03465, over 86.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3302, pruned_loss=0.09248, over 2474362.01 frames. utt_duration=428 frames, utt_pad_proportion=0.08275, over 23205.72 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.308, pruned_loss=0.07829, over 2468188.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07418, over 8227.26 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3316, pruned_loss=0.09339, over 2474865.68 frames. utt_duration=409.2 frames, utt_pad_proportion=0.08293, over 24280.53 utterances.], batch size: 86, lr: 4.21e-04
2022-08-25 05:04:34,758 INFO [train.py:927] (2/8) Epoch 8, batch 23950, giga_loss[loss=0.2682, simple_loss=0.3392, pruned_loss=0.09863, over 12437.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03342, over 113.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3271, pruned_loss=0.08955, over 2473989.69 frames. utt_duration=437 frames, utt_pad_proportion=0.07827, over 22718.90 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3083, pruned_loss=0.07819, over 2467496.03 frames. utt_duration=1209 frames, utt_pad_proportion=0.07229, over 8175.90 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3287, pruned_loss=0.09076, over 2475203.19 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07926, over 24078.19 utterances.], batch size: 113, lr: 4.20e-04
2022-08-25 05:06:22,907 INFO [train.py:927] (2/8) Epoch 8, batch 24000, giga_loss[loss=0.2893, simple_loss=0.3499, pruned_loss=0.1143, over 12402.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07256, over 212.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3267, pruned_loss=0.09014, over 2474376.04 frames. utt_duration=413.4 frames, utt_pad_proportion=0.086, over 24025.49 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3081, pruned_loss=0.07811, over 2467621.01 frames. utt_duration=1212 frames, utt_pad_proportion=0.07134, over 8153.58 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3284, pruned_loss=0.09137, over 2475342.83 frames. utt_duration=391.6 frames, utt_pad_proportion=0.08666, over 25377.76 utterances.], batch size: 212, lr: 4.20e-04
2022-08-25 05:06:22,908 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 05:06:38,044 INFO [train.py:967] (2/8) Epoch 8, validation: loss=0.1814, simple_loss=0.2921, pruned_loss=0.03534, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 05:08:29,711 INFO [train.py:927] (2/8) Epoch 8, batch 24050, giga_loss[loss=0.2425, simple_loss=0.3361, pruned_loss=0.07444, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03595, over 80.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.325, pruned_loss=0.08764, over 2474401.49 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08326, over 23015.65 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3079, pruned_loss=0.07791, over 2467589.66 frames. utt_duration=1214 frames, utt_pad_proportion=0.07006, over 8137.99 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3269, pruned_loss=0.08904, over 2475347.87 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0844, over 24443.69 utterances.], batch size: 80, lr: 4.20e-04
2022-08-25 05:10:14,772 INFO [train.py:927] (2/8) Epoch 8, batch 24100, giga_loss[loss=0.2977, simple_loss=0.3485, pruned_loss=0.1235, over 12398.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1101, over 260.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.325, pruned_loss=0.08669, over 2474093.60 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07906, over 22324.28 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.307, pruned_loss=0.07746, over 2467714.68 frames. utt_duration=1222 frames, utt_pad_proportion=0.06829, over 8084.93 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.328, pruned_loss=0.08854, over 2474962.32 frames. utt_duration=414.1 frames, utt_pad_proportion=0.08092, over 23993.37 utterances.], batch size: 260, lr: 4.20e-04
2022-08-25 05:12:01,506 INFO [train.py:927] (2/8) Epoch 8, batch 24150, libri_loss[loss=0.1851, simple_loss=0.2705, pruned_loss=0.0499, over 12242.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004852, over 31.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3238, pruned_loss=0.08593, over 2474452.98 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07834, over 21702.28 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3068, pruned_loss=0.07739, over 2467710.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.07137, over 8131.65 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3267, pruned_loss=0.08763, over 2475297.71 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07911, over 23244.36 utterances.], batch size: 31, lr: 4.20e-04
2022-08-25 05:13:49,864 INFO [train.py:927] (2/8) Epoch 8, batch 24200, giga_loss[loss=0.2539, simple_loss=0.3335, pruned_loss=0.08714, over 12363.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03183, over 97.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3213, pruned_loss=0.08476, over 2474253.62 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07652, over 20940.24 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07725, over 2467566.00 frames. utt_duration=1218 frames, utt_pad_proportion=0.07084, over 8116.36 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3239, pruned_loss=0.0863, over 2475116.92 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07745, over 22284.34 utterances.], batch size: 97, lr: 4.20e-04
2022-08-25 05:15:37,718 INFO [train.py:927] (2/8) Epoch 8, batch 24250, giga_loss[loss=0.2407, simple_loss=0.3224, pruned_loss=0.07946, over 12387.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03473, over 122.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.321, pruned_loss=0.08387, over 2474163.25 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07523, over 20399.47 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07731, over 2467462.29 frames. utt_duration=1221 frames, utt_pad_proportion=0.0699, over 8093.54 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3233, pruned_loss=0.0852, over 2475079.03 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07643, over 21756.49 utterances.], batch size: 122, lr: 4.20e-04
2022-08-25 05:17:22,968 INFO [train.py:927] (2/8) Epoch 8, batch 24300, giga_loss[loss=0.2387, simple_loss=0.3219, pruned_loss=0.07776, over 12356.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3202, pruned_loss=0.083, over 2474502.82 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07283, over 20059.51 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07725, over 2467695.42 frames. utt_duration=1220 frames, utt_pad_proportion=0.06914, over 8098.10 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3222, pruned_loss=0.08418, over 2475113.58 frames. utt_duration=466.7 frames, utt_pad_proportion=0.0742, over 21280.73 utterances.], batch size: 70, lr: 4.20e-04
2022-08-25 05:19:09,013 INFO [train.py:927] (2/8) Epoch 8, batch 24350, giga_loss[loss=0.2321, simple_loss=0.3043, pruned_loss=0.07996, over 12323.00 frames. utt_duration=851.7 frames, utt_pad_proportion=0.03109, over 58.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3189, pruned_loss=0.08267, over 2474435.22 frames. utt_duration=496 frames, utt_pad_proportion=0.07084, over 20012.30 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3066, pruned_loss=0.07715, over 2467692.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.06898, over 8101.87 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3208, pruned_loss=0.0838, over 2475047.44 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0721, over 21185.01 utterances.], batch size: 58, lr: 4.20e-04
2022-08-25 05:20:57,563 INFO [train.py:927] (2/8) Epoch 8, batch 24400, libri_loss[loss=0.2583, simple_loss=0.3274, pruned_loss=0.09462, over 12327.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.0179, over 41.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.08301, over 2474481.35 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06824, over 19455.41 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3066, pruned_loss=0.07717, over 2467598.98 frames. utt_duration=1223 frames, utt_pad_proportion=0.06813, over 8081.01 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3199, pruned_loss=0.08398, over 2475182.98 frames. utt_duration=481.4 frames, utt_pad_proportion=0.0697, over 20626.67 utterances.], batch size: 41, lr: 4.20e-04
2022-08-25 05:22:44,787 INFO [train.py:927] (2/8) Epoch 8, batch 24450, giga_loss[loss=0.211, simple_loss=0.2882, pruned_loss=0.06693, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02795, over 45.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3167, pruned_loss=0.08306, over 2474265.67 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07406, over 20103.97 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3064, pruned_loss=0.07709, over 2467863.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06702, over 8077.22 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3186, pruned_loss=0.08412, over 2474815.91 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07526, over 21414.31 utterances.], batch size: 45, lr: 4.20e-04
2022-08-25 05:24:32,090 INFO [train.py:927] (2/8) Epoch 8, batch 24500, giga_loss[loss=0.2748, simple_loss=0.3417, pruned_loss=0.1039, over 12412.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06264, over 183.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3175, pruned_loss=0.08381, over 2474372.53 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07079, over 20832.87 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.07698, over 2467716.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.0656, over 8027.53 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3196, pruned_loss=0.08493, over 2475122.18 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07238, over 22247.18 utterances.], batch size: 183, lr: 4.20e-04
2022-08-25 05:26:16,638 INFO [train.py:927] (2/8) Epoch 8, batch 24550, giga_loss[loss=0.252, simple_loss=0.3318, pruned_loss=0.08608, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03852, over 105.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3184, pruned_loss=0.08351, over 2474144.12 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07017, over 21006.51 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3063, pruned_loss=0.07694, over 2467455.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.0649, over 8009.26 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08451, over 2475033.87 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07172, over 22312.94 utterances.], batch size: 105, lr: 4.20e-04
2022-08-25 05:28:02,159 INFO [train.py:927] (2/8) Epoch 8, batch 24600, giga_loss[loss=0.2884, simple_loss=0.3514, pruned_loss=0.1127, over 12374.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03165, over 104.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3189, pruned_loss=0.08372, over 2474735.96 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06928, over 20853.84 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3062, pruned_loss=0.07693, over 2467502.87 frames. utt_duration=1230 frames, utt_pad_proportion=0.06489, over 8034.89 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3205, pruned_loss=0.08469, over 2475577.39 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07066, over 22218.59 utterances.], batch size: 104, lr: 4.20e-04
2022-08-25 05:29:48,162 INFO [train.py:927] (2/8) Epoch 8, batch 24650, giga_loss[loss=0.2492, simple_loss=0.3241, pruned_loss=0.08716, over 12429.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03796, over 133.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3195, pruned_loss=0.08425, over 2474876.54 frames. utt_duration=477 frames, utt_pad_proportion=0.06952, over 20815.68 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3059, pruned_loss=0.07643, over 2467390.44 frames. utt_duration=1239 frames, utt_pad_proportion=0.06398, over 7976.63 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3215, pruned_loss=0.08561, over 2475798.46 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07088, over 22229.54 utterances.], batch size: 133, lr: 4.20e-04
2022-08-25 05:31:34,165 INFO [train.py:927] (2/8) Epoch 8, batch 24700, giga_loss[loss=0.2495, simple_loss=0.3298, pruned_loss=0.08462, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03069, over 85.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3209, pruned_loss=0.08613, over 2474755.27 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07169, over 20856.09 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3058, pruned_loss=0.07645, over 2467513.52 frames. utt_duration=1229 frames, utt_pad_proportion=0.06707, over 8042.09 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3228, pruned_loss=0.08742, over 2475559.09 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07171, over 22266.77 utterances.], batch size: 85, lr: 4.20e-04
2022-08-25 05:33:18,166 INFO [train.py:927] (2/8) Epoch 8, batch 24750, giga_loss[loss=0.2021, simple_loss=0.2965, pruned_loss=0.05387, over 12357.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02947, over 70.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3182, pruned_loss=0.08442, over 2475071.71 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06556, over 19926.46 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3052, pruned_loss=0.07615, over 2468035.24 frames. utt_duration=1236 frames, utt_pad_proportion=0.06514, over 7997.09 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3208, pruned_loss=0.08607, over 2475513.79 frames. utt_duration=460.8 frames, utt_pad_proportion=0.06664, over 21558.05 utterances.], batch size: 70, lr: 4.20e-04
2022-08-25 05:35:00,898 INFO [train.py:927] (2/8) Epoch 8, batch 24800, giga_loss[loss=0.2667, simple_loss=0.3374, pruned_loss=0.09807, over 12437.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03241, over 75.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.318, pruned_loss=0.08332, over 2475425.51 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06739, over 20218.17 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3055, pruned_loss=0.07642, over 2468070.16 frames. utt_duration=1227 frames, utt_pad_proportion=0.06848, over 8056.92 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3201, pruned_loss=0.08451, over 2475881.59 frames. utt_duration=458.3 frames, utt_pad_proportion=0.06696, over 21677.03 utterances.], batch size: 75, lr: 4.20e-04
2022-08-25 05:36:49,175 INFO [train.py:927] (2/8) Epoch 8, batch 24850, libri_loss[loss=0.1818, simple_loss=0.2617, pruned_loss=0.05101, over 12196.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.008166, over 30.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3156, pruned_loss=0.08271, over 2475208.04 frames. utt_duration=490 frames, utt_pad_proportion=0.06931, over 20266.86 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3045, pruned_loss=0.07598, over 2467941.51 frames. utt_duration=1240 frames, utt_pad_proportion=0.06581, over 7972.92 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3189, pruned_loss=0.08443, over 2476079.80 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0697, over 22163.17 utterances.], batch size: 30, lr: 4.20e-04
2022-08-25 05:38:33,548 INFO [train.py:927] (2/8) Epoch 8, batch 24900, giga_loss[loss=0.2872, simple_loss=0.3582, pruned_loss=0.108, over 12373.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03116, over 97.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3173, pruned_loss=0.08458, over 2474763.37 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0718, over 20836.99 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3044, pruned_loss=0.07606, over 2467891.46 frames. utt_duration=1240 frames, utt_pad_proportion=0.06581, over 7969.42 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3201, pruned_loss=0.08599, over 2475623.48 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07196, over 22564.56 utterances.], batch size: 97, lr: 4.20e-04
2022-08-25 05:40:22,504 INFO [train.py:927] (2/8) Epoch 8, batch 24950, giga_loss[loss=0.2173, simple_loss=0.3048, pruned_loss=0.0649, over 12164.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04123, over 33.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3206, pruned_loss=0.08423, over 2474503.10 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07108, over 20454.97 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3048, pruned_loss=0.0763, over 2467722.36 frames. utt_duration=1230 frames, utt_pad_proportion=0.06901, over 8031.97 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3227, pruned_loss=0.08526, over 2475399.92 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07026, over 21925.73 utterances.], batch size: 33, lr: 4.19e-04
2022-08-25 05:42:06,973 INFO [train.py:927] (2/8) Epoch 8, batch 25000, giga_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07822, over 12419.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03842, over 133.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3231, pruned_loss=0.08591, over 2474146.23 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07408, over 20713.79 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3053, pruned_loss=0.0765, over 2468033.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06756, over 8027.24 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3248, pruned_loss=0.0868, over 2474749.43 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07374, over 22228.12 utterances.], batch size: 133, lr: 4.19e-04
2022-08-25 05:43:49,979 INFO [train.py:927] (2/8) Epoch 8, batch 25050, giga_loss[loss=0.2819, simple_loss=0.3518, pruned_loss=0.106, over 12394.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03374, over 122.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3233, pruned_loss=0.0866, over 2475549.09 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07261, over 20598.98 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3053, pruned_loss=0.07677, over 2468406.94 frames. utt_duration=1226 frames, utt_pad_proportion=0.06977, over 8066.23 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3254, pruned_loss=0.08748, over 2475967.12 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07167, over 22325.31 utterances.], batch size: 122, lr: 4.19e-04
2022-08-25 05:45:35,848 INFO [train.py:927] (2/8) Epoch 8, batch 25100, giga_loss[loss=0.2411, simple_loss=0.319, pruned_loss=0.08156, over 12374.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04201, over 133.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3223, pruned_loss=0.08694, over 2475502.92 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07255, over 20739.72 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3049, pruned_loss=0.07648, over 2468009.33 frames. utt_duration=1234 frames, utt_pad_proportion=0.06773, over 8012.60 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.325, pruned_loss=0.08832, over 2476488.73 frames. utt_duration=438.8 frames, utt_pad_proportion=0.0725, over 22648.15 utterances.], batch size: 133, lr: 4.19e-04
2022-08-25 05:47:20,876 INFO [train.py:927] (2/8) Epoch 8, batch 25150, giga_loss[loss=0.2573, simple_loss=0.3339, pruned_loss=0.09029, over 12360.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03152, over 62.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3223, pruned_loss=0.08803, over 2476206.63 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07972, over 21683.91 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3055, pruned_loss=0.07677, over 2468529.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.07179, over 8131.93 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3246, pruned_loss=0.08928, over 2476812.56 frames. utt_duration=421.4 frames, utt_pad_proportion=0.07804, over 23592.06 utterances.], batch size: 62, lr: 4.19e-04
2022-08-25 05:49:06,562 INFO [train.py:927] (2/8) Epoch 8, batch 25200, giga_loss[loss=0.2335, simple_loss=0.2984, pruned_loss=0.08433, over 12201.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03382, over 42.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3216, pruned_loss=0.08821, over 2475883.63 frames. utt_duration=454 frames, utt_pad_proportion=0.08422, over 21882.53 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07685, over 2468432.39 frames. utt_duration=1214 frames, utt_pad_proportion=0.07171, over 8142.07 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3236, pruned_loss=0.08925, over 2476543.87 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08266, over 23568.83 utterances.], batch size: 42, lr: 4.19e-04
2022-08-25 05:50:49,710 INFO [train.py:927] (2/8) Epoch 8, batch 25250, libri_loss[loss=0.2301, simple_loss=0.3188, pruned_loss=0.0707, over 12453.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009593, over 39.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3217, pruned_loss=0.0887, over 2475810.12 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0823, over 22217.35 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3058, pruned_loss=0.07682, over 2468726.31 frames. utt_duration=1213 frames, utt_pad_proportion=0.07115, over 8147.92 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3232, pruned_loss=0.08973, over 2476153.97 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08143, over 23747.74 utterances.], batch size: 39, lr: 4.19e-04
2022-08-25 05:52:34,763 INFO [train.py:927] (2/8) Epoch 8, batch 25300, giga_loss[loss=0.2611, simple_loss=0.3385, pruned_loss=0.09189, over 12453.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0405, over 114.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3243, pruned_loss=0.08901, over 2475975.89 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07717, over 22217.79 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3062, pruned_loss=0.0766, over 2468570.02 frames. utt_duration=1218 frames, utt_pad_proportion=0.07009, over 8120.15 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3254, pruned_loss=0.09025, over 2476531.65 frames. utt_duration=419.2 frames, utt_pad_proportion=0.07715, over 23717.53 utterances.], batch size: 114, lr: 4.19e-04
2022-08-25 05:54:20,789 INFO [train.py:927] (2/8) Epoch 8, batch 25350, giga_loss[loss=0.2256, simple_loss=0.3207, pruned_loss=0.06524, over 12277.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02673, over 54.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3235, pruned_loss=0.08886, over 2475416.64 frames. utt_duration=464 frames, utt_pad_proportion=0.07266, over 21407.43 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3061, pruned_loss=0.07668, over 2468608.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06786, over 8064.94 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3253, pruned_loss=0.09032, over 2476133.85 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0737, over 23256.07 utterances.], batch size: 54, lr: 4.19e-04
2022-08-25 05:56:05,033 INFO [train.py:927] (2/8) Epoch 8, batch 25400, giga_loss[loss=0.2141, simple_loss=0.309, pruned_loss=0.05959, over 12352.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02865, over 66.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3243, pruned_loss=0.08678, over 2475606.90 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06953, over 20411.98 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3066, pruned_loss=0.07715, over 2469007.31 frames. utt_duration=1223 frames, utt_pad_proportion=0.06757, over 8083.29 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3256, pruned_loss=0.08768, over 2475923.79 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07072, over 22101.10 utterances.], batch size: 66, lr: 4.19e-04
2022-08-25 05:57:49,820 INFO [train.py:927] (2/8) Epoch 8, batch 25450, libri_loss[loss=0.2714, simple_loss=0.3228, pruned_loss=0.1101, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005742, over 35.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3251, pruned_loss=0.08722, over 2474293.21 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06831, over 20066.32 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.07695, over 2468859.55 frames. utt_duration=1231 frames, utt_pad_proportion=0.06616, over 8030.34 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3271, pruned_loss=0.08842, over 2474839.83 frames. utt_duration=454.4 frames, utt_pad_proportion=0.06984, over 21856.64 utterances.], batch size: 35, lr: 4.19e-04
2022-08-25 05:59:40,364 INFO [train.py:927] (2/8) Epoch 8, batch 25500, giga_loss[loss=0.2457, simple_loss=0.3172, pruned_loss=0.08709, over 12432.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03634, over 105.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3262, pruned_loss=0.0887, over 2474193.75 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07201, over 20148.78 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.306, pruned_loss=0.07685, over 2469249.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06559, over 8045.38 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3285, pruned_loss=0.09006, over 2474397.35 frames. utt_duration=453.4 frames, utt_pad_proportion=0.0732, over 21900.07 utterances.], batch size: 105, lr: 4.19e-04
2022-08-25 06:01:23,320 INFO [train.py:927] (2/8) Epoch 8, batch 25550, giga_loss[loss=0.2243, simple_loss=0.3191, pruned_loss=0.06473, over 12435.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03272, over 75.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3259, pruned_loss=0.08794, over 2474752.68 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06961, over 20193.39 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3061, pruned_loss=0.07696, over 2469447.38 frames. utt_duration=1225 frames, utt_pad_proportion=0.06573, over 8072.25 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3282, pruned_loss=0.08923, over 2474874.35 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07071, over 21903.75 utterances.], batch size: 75, lr: 4.19e-04
2022-08-25 06:03:08,891 INFO [train.py:927] (2/8) Epoch 8, batch 25600, giga_loss[loss=0.2632, simple_loss=0.3354, pruned_loss=0.09552, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3268, pruned_loss=0.08665, over 2475318.19 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06671, over 20079.02 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3062, pruned_loss=0.07699, over 2469562.14 frames. utt_duration=1226 frames, utt_pad_proportion=0.06546, over 8066.89 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3286, pruned_loss=0.08767, over 2475330.56 frames. utt_duration=462.4 frames, utt_pad_proportion=0.06787, over 21479.94 utterances.], batch size: 97, lr: 4.19e-04
2022-08-25 06:04:56,051 INFO [train.py:927] (2/8) Epoch 8, batch 25650, giga_loss[loss=0.2367, simple_loss=0.3152, pruned_loss=0.07912, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04012, over 133.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3266, pruned_loss=0.08666, over 2474945.32 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06932, over 20415.39 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.306, pruned_loss=0.07689, over 2469653.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06467, over 8037.80 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3285, pruned_loss=0.08774, over 2474977.60 frames. utt_duration=456 frames, utt_pad_proportion=0.07037, over 21780.53 utterances.], batch size: 133, lr: 4.19e-04
2022-08-25 06:06:42,707 INFO [train.py:927] (2/8) Epoch 8, batch 25700, libri_loss[loss=0.3067, simple_loss=0.411, pruned_loss=0.1012, over 12444.00 frames. utt_duration=958.9 frames, utt_pad_proportion=0.07266, over 52.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3253, pruned_loss=0.08603, over 2474720.71 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07185, over 20483.12 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.307, pruned_loss=0.07688, over 2469875.49 frames. utt_duration=1232 frames, utt_pad_proportion=0.06406, over 8029.31 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3262, pruned_loss=0.08707, over 2474625.42 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07284, over 21821.02 utterances.], batch size: 52, lr: 4.19e-04
2022-08-25 06:08:27,448 INFO [train.py:927] (2/8) Epoch 8, batch 25750, giga_loss[loss=0.224, simple_loss=0.3004, pruned_loss=0.07377, over 12436.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03889, over 34.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3219, pruned_loss=0.08487, over 2474213.92 frames. utt_duration=478.8 frames, utt_pad_proportion=0.075, over 20734.43 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3064, pruned_loss=0.07638, over 2469152.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06204, over 7961.44 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.324, pruned_loss=0.08658, over 2475020.88 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07649, over 22443.14 utterances.], batch size: 34, lr: 4.19e-04
2022-08-25 06:10:08,413 INFO [train.py:927] (2/8) Epoch 8, batch 25800, giga_loss[loss=0.2446, simple_loss=0.3347, pruned_loss=0.07727, over 12443.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03799, over 123.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3213, pruned_loss=0.08538, over 2473560.16 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07165, over 20610.03 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3062, pruned_loss=0.07629, over 2468952.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.06083, over 7938.65 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3234, pruned_loss=0.087, over 2474471.87 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07352, over 22273.38 utterances.], batch size: 123, lr: 4.19e-04
2022-08-25 06:11:47,629 INFO [train.py:927] (2/8) Epoch 8, batch 25850, giga_loss[loss=0.1987, simple_loss=0.2837, pruned_loss=0.0568, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02431, over 48.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3185, pruned_loss=0.08295, over 2473840.44 frames. utt_duration=490 frames, utt_pad_proportion=0.06879, over 20255.40 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3064, pruned_loss=0.07639, over 2469344.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.0611, over 7981.40 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3204, pruned_loss=0.08437, over 2474334.95 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07045, over 21895.98 utterances.], batch size: 48, lr: 4.19e-04
2022-08-25 06:13:35,111 INFO [train.py:927] (2/8) Epoch 8, batch 25900, giga_loss[loss=0.226, simple_loss=0.3095, pruned_loss=0.07125, over 12381.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02978, over 85.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3169, pruned_loss=0.08223, over 2474676.13 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07122, over 20654.69 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.306, pruned_loss=0.07623, over 2469734.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.0595, over 7947.58 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3192, pruned_loss=0.08373, over 2474876.85 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07304, over 22425.15 utterances.], batch size: 85, lr: 4.19e-04
2022-08-25 06:15:19,849 INFO [train.py:927] (2/8) Epoch 8, batch 25950, giga_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07544, over 12432.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03925, over 31.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3152, pruned_loss=0.08228, over 2475259.59 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07475, over 20811.47 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3059, pruned_loss=0.07635, over 2469852.02 frames. utt_duration=1234 frames, utt_pad_proportion=0.06331, over 8014.99 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3172, pruned_loss=0.08348, over 2475395.67 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07499, over 22380.71 utterances.], batch size: 31, lr: 4.18e-04
2022-08-25 06:17:04,454 INFO [train.py:927] (2/8) Epoch 8, batch 26000, giga_loss[loss=0.2111, simple_loss=0.2926, pruned_loss=0.06478, over 12091.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04019, over 30.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.08287, over 2474971.30 frames. utt_duration=485 frames, utt_pad_proportion=0.07016, over 20472.97 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3059, pruned_loss=0.07635, over 2469852.02 frames. utt_duration=1234 frames, utt_pad_proportion=0.06331, over 8014.99 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3187, pruned_loss=0.0838, over 2475077.21 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07061, over 21694.33 utterances.], batch size: 30, lr: 4.18e-04
2022-08-25 06:18:50,113 INFO [train.py:927] (2/8) Epoch 8, batch 26050, giga_loss[loss=0.2861, simple_loss=0.3468, pruned_loss=0.1126, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07128, over 211.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3172, pruned_loss=0.08303, over 2475250.97 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07354, over 20727.24 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3061, pruned_loss=0.07651, over 2470001.28 frames. utt_duration=1234 frames, utt_pad_proportion=0.06282, over 8015.85 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3184, pruned_loss=0.08368, over 2475240.54 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07393, over 21804.70 utterances.], batch size: 211, lr: 4.18e-04
2022-08-25 06:20:37,071 INFO [train.py:927] (2/8) Epoch 8, batch 26100, libri_loss[loss=0.2407, simple_loss=0.3168, pruned_loss=0.08236, over 12354.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0157, over 41.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08281, over 2474820.83 frames. utt_duration=495 frames, utt_pad_proportion=0.06759, over 20056.48 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.306, pruned_loss=0.07634, over 2469936.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06213, over 8006.71 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3189, pruned_loss=0.08354, over 2474929.68 frames. utt_duration=471 frames, utt_pad_proportion=0.06845, over 21084.07 utterances.], batch size: 41, lr: 4.18e-04
2022-08-25 06:22:21,691 INFO [train.py:927] (2/8) Epoch 8, batch 26150, giga_loss[loss=0.2589, simple_loss=0.3346, pruned_loss=0.09161, over 12430.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04491, over 134.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3198, pruned_loss=0.08443, over 2474959.00 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06912, over 20509.98 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.306, pruned_loss=0.07641, over 2469774.55 frames. utt_duration=1229 frames, utt_pad_proportion=0.0649, over 8050.25 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.321, pruned_loss=0.08514, over 2475319.51 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06894, over 21574.12 utterances.], batch size: 134, lr: 4.18e-04
2022-08-25 06:24:10,532 INFO [train.py:927] (2/8) Epoch 8, batch 26200, libri_loss[loss=0.2173, simple_loss=0.3013, pruned_loss=0.06663, over 12332.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.005839, over 33.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.321, pruned_loss=0.08536, over 2474881.39 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07218, over 21003.48 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.3054, pruned_loss=0.07624, over 2469735.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06339, over 8000.37 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3232, pruned_loss=0.0864, over 2475389.89 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07244, over 22360.83 utterances.], batch size: 33, lr: 4.18e-04
2022-08-25 06:25:54,285 INFO [train.py:927] (2/8) Epoch 8, batch 26250, giga_loss[loss=0.2339, simple_loss=0.316, pruned_loss=0.07591, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.02966, over 75.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.322, pruned_loss=0.08482, over 2475126.11 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0703, over 21234.82 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3063, pruned_loss=0.07667, over 2469942.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.068, over 8120.97 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3232, pruned_loss=0.08546, over 2475462.69 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06916, over 22492.19 utterances.], batch size: 75, lr: 4.18e-04
2022-08-25 06:27:36,513 INFO [train.py:927] (2/8) Epoch 8, batch 26300, giga_loss[loss=0.2546, simple_loss=0.3275, pruned_loss=0.09088, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03488, over 86.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3211, pruned_loss=0.08481, over 2475562.28 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07499, over 21065.48 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.0769, over 2470497.34 frames. utt_duration=1198 frames, utt_pad_proportion=0.07386, over 8255.85 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3224, pruned_loss=0.0855, over 2475562.86 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07187, over 22544.58 utterances.], batch size: 86, lr: 4.18e-04
2022-08-25 06:29:19,288 INFO [train.py:927] (2/8) Epoch 8, batch 26350, giga_loss[loss=0.2472, simple_loss=0.3058, pruned_loss=0.09431, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02905, over 45.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08354, over 2474752.16 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07153, over 20492.52 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3063, pruned_loss=0.0767, over 2470427.85 frames. utt_duration=1204 frames, utt_pad_proportion=0.07225, over 8215.70 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3203, pruned_loss=0.08447, over 2474954.89 frames. utt_duration=450.6 frames, utt_pad_proportion=0.0697, over 22042.90 utterances.], batch size: 45, lr: 4.18e-04
2022-08-25 06:30:58,754 INFO [train.py:927] (2/8) Epoch 8, batch 26400, giga_loss[loss=0.2865, simple_loss=0.348, pruned_loss=0.1125, over 12372.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06505, over 183.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3197, pruned_loss=0.08521, over 2474675.31 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07777, over 21903.32 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3066, pruned_loss=0.07686, over 2470281.21 frames. utt_duration=1193 frames, utt_pad_proportion=0.07625, over 8291.17 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3209, pruned_loss=0.08589, over 2475027.09 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07468, over 23238.78 utterances.], batch size: 183, lr: 4.18e-04
2022-08-25 06:32:41,811 INFO [train.py:927] (2/8) Epoch 8, batch 26450, giga_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06089, over 12224.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03607, over 28.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3212, pruned_loss=0.08647, over 2474631.48 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07593, over 21647.58 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3072, pruned_loss=0.07732, over 2470448.66 frames. utt_duration=1168 frames, utt_pad_proportion=0.0847, over 8473.59 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08671, over 2474827.24 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07078, over 22725.94 utterances.], batch size: 28, lr: 4.18e-04
2022-08-25 06:34:22,679 INFO [train.py:927] (2/8) Epoch 8, batch 26500, giga_loss[loss=0.2045, simple_loss=0.281, pruned_loss=0.06402, over 12458.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04122, over 31.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3229, pruned_loss=0.08771, over 2475183.44 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08038, over 21643.28 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3081, pruned_loss=0.07794, over 2470602.93 frames. utt_duration=1129 frames, utt_pad_proportion=0.09807, over 8764.71 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.08755, over 2475293.06 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07118, over 22529.57 utterances.], batch size: 31, lr: 4.18e-04
2022-08-25 06:34:35,848 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-25 06:37:07,842 INFO [train.py:927] (2/8) Epoch 9, batch 50, giga_loss[loss=0.2298, simple_loss=0.3184, pruned_loss=0.07064, over 12422.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03835, over 133.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3196, pruned_loss=0.07225, over 548929.12 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06782, over 3881.13 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2979, pruned_loss=0.06213, over 73372.17 frames. utt_duration=1322 frames, utt_pad_proportion=0.01996, over 222.31 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3224, pruned_loss=0.07356, over 490086.98 frames. utt_duration=530.2 frames, utt_pad_proportion=0.07014, over 3707.71 utterances.], batch size: 133, lr: 4.08e-04
2022-08-25 06:38:56,161 INFO [train.py:927] (2/8) Epoch 9, batch 100, giga_loss[loss=0.1739, simple_loss=0.2582, pruned_loss=0.04483, over 12337.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03423, over 62.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2969, pruned_loss=0.0625, over 975708.39 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05871, over 6892.79 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3011, pruned_loss=0.06323, over 85381.31 frames. utt_duration=1280 frames, utt_pad_proportion=0.02272, over 267.20 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2967, pruned_loss=0.0625, over 922146.69 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05966, over 6736.40 utterances.], batch size: 62, lr: 4.08e-04
2022-08-25 06:40:40,048 INFO [train.py:927] (2/8) Epoch 9, batch 150, giga_loss[loss=0.1687, simple_loss=0.2501, pruned_loss=0.04362, over 12402.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06491, over 211.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2817, pruned_loss=0.05719, over 1306898.46 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06779, over 9647.44 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2923, pruned_loss=0.06028, over 155338.75 frames. utt_duration=1414 frames, utt_pad_proportion=0.01664, over 440.03 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2812, pruned_loss=0.05707, over 1229082.85 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06942, over 9587.31 utterances.], batch size: 211, lr: 4.08e-04
2022-08-25 06:42:23,537 INFO [train.py:927] (2/8) Epoch 9, batch 200, giga_loss[loss=0.1808, simple_loss=0.2473, pruned_loss=0.05713, over 12353.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.2703, pruned_loss=0.05252, over 1566274.15 frames. utt_duration=539.3 frames, utt_pad_proportion=0.07059, over 11650.63 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2964, pruned_loss=0.06173, over 190085.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.07561, over 617.95 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.2686, pruned_loss=0.05191, over 1490905.35 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06931, over 11570.19 utterances.], batch size: 366, lr: 4.08e-04
2022-08-25 06:44:05,245 INFO [train.py:927] (2/8) Epoch 9, batch 250, giga_loss[loss=0.1769, simple_loss=0.263, pruned_loss=0.0454, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2661, pruned_loss=0.05083, over 1767450.66 frames. utt_duration=549 frames, utt_pad_proportion=0.06491, over 12913.94 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2966, pruned_loss=0.06118, over 268547.72 frames. utt_duration=1285 frames, utt_pad_proportion=0.05579, over 837.04 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.2635, pruned_loss=0.04996, over 1681711.55 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06504, over 13019.87 utterances.], batch size: 91, lr: 4.08e-04
2022-08-25 06:45:46,217 INFO [train.py:927] (2/8) Epoch 9, batch 300, giga_loss[loss=0.1737, simple_loss=0.2548, pruned_loss=0.04625, over 12369.00 frames. utt_duration=307 frames, utt_pad_proportion=0.05843, over 162.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2629, pruned_loss=0.04923, over 1923949.64 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05945, over 13284.86 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2952, pruned_loss=0.06062, over 344687.50 frames. utt_duration=1319 frames, utt_pad_proportion=0.045, over 1046.66 utterances.], giga_tot_loss[loss=0.1779, simple_loss=0.2596, pruned_loss=0.04814, over 1835095.83 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0605, over 13576.80 utterances.], batch size: 162, lr: 4.08e-04
2022-08-25 06:47:29,676 INFO [train.py:927] (2/8) Epoch 9, batch 350, giga_loss[loss=0.1457, simple_loss=0.2361, pruned_loss=0.02769, over 12391.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02634, over 66.00 utterances.], tot_loss[loss=0.1777, simple_loss=0.2602, pruned_loss=0.04762, over 2046234.99 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05673, over 14095.71 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2936, pruned_loss=0.05929, over 407571.41 frames. utt_duration=1315 frames, utt_pad_proportion=0.0441, over 1240.77 utterances.], giga_tot_loss[loss=0.175, simple_loss=0.2569, pruned_loss=0.04659, over 1962069.75 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05788, over 14487.12 utterances.], batch size: 66, lr: 4.08e-04
2022-08-25 06:49:15,039 INFO [train.py:927] (2/8) Epoch 9, batch 400, giga_loss[loss=0.1433, simple_loss=0.2241, pruned_loss=0.03127, over 12384.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02639, over 91.00 utterances.], tot_loss[loss=0.1765, simple_loss=0.2583, pruned_loss=0.04739, over 2140333.43 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05661, over 14949.77 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2925, pruned_loss=0.05884, over 478247.52 frames. utt_duration=1330 frames, utt_pad_proportion=0.03988, over 1440.10 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2546, pruned_loss=0.04625, over 2061134.05 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05807, over 15504.68 utterances.], batch size: 91, lr: 4.08e-04
2022-08-25 06:50:58,068 INFO [train.py:927] (2/8) Epoch 9, batch 450, giga_loss[loss=0.161, simple_loss=0.2399, pruned_loss=0.04102, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.1741, simple_loss=0.2558, pruned_loss=0.04619, over 2214585.79 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05351, over 15449.30 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05958, over 547026.59 frames. utt_duration=1345 frames, utt_pad_proportion=0.03528, over 1628.96 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2513, pruned_loss=0.04463, over 2141477.97 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0554, over 16162.23 utterances.], batch size: 113, lr: 4.08e-04
2022-08-25 06:52:42,981 INFO [train.py:927] (2/8) Epoch 9, batch 500, libri_loss[loss=0.2029, simple_loss=0.2935, pruned_loss=0.05613, over 12395.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03883, over 46.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2614, pruned_loss=0.04886, over 2272350.96 frames. utt_duration=542 frames, utt_pad_proportion=0.05966, over 16815.99 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.05955, over 585005.45 frames. utt_duration=1349 frames, utt_pad_proportion=0.03422, over 1736.63 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.2574, pruned_loss=0.0475, over 2210454.29 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06112, over 17556.76 utterances.], batch size: 46, lr: 4.08e-04
2022-08-25 06:54:25,305 INFO [train.py:927] (2/8) Epoch 9, batch 550, giga_loss[loss=0.2145, simple_loss=0.306, pruned_loss=0.0615, over 12376.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0274, over 91.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2744, pruned_loss=0.05538, over 2316983.29 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06425, over 17584.76 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.06028, over 641130.10 frames. utt_duration=1336 frames, utt_pad_proportion=0.03511, over 1921.32 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2706, pruned_loss=0.05406, over 2262398.16 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06537, over 18423.21 utterances.], batch size: 91, lr: 4.07e-04
2022-08-25 06:56:10,757 INFO [train.py:927] (2/8) Epoch 9, batch 600, giga_loss[loss=0.2128, simple_loss=0.3002, pruned_loss=0.06275, over 12408.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03397, over 80.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2815, pruned_loss=0.0575, over 2351806.04 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06718, over 17875.79 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2932, pruned_loss=0.05948, over 668241.28 frames. utt_duration=1344 frames, utt_pad_proportion=0.03391, over 1991.14 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2788, pruned_loss=0.05667, over 2307027.42 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06822, over 18686.44 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 06:57:55,339 INFO [train.py:927] (2/8) Epoch 9, batch 650, giga_loss[loss=0.2014, simple_loss=0.2843, pruned_loss=0.05927, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02482, over 48.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2851, pruned_loss=0.05874, over 2378259.27 frames. utt_duration=525.6 frames, utt_pad_proportion=0.07073, over 18152.60 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2933, pruned_loss=0.05938, over 695039.97 frames. utt_duration=1346 frames, utt_pad_proportion=0.03256, over 2067.90 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2828, pruned_loss=0.05811, over 2341567.05 frames. utt_duration=496 frames, utt_pad_proportion=0.07173, over 18941.43 utterances.], batch size: 48, lr: 4.07e-04
2022-08-25 06:59:40,680 INFO [train.py:927] (2/8) Epoch 9, batch 700, giga_loss[loss=0.1841, simple_loss=0.2788, pruned_loss=0.04469, over 12440.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.03845, over 31.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2884, pruned_loss=0.06038, over 2398800.67 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06823, over 17717.52 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2919, pruned_loss=0.0586, over 747283.81 frames. utt_duration=1366 frames, utt_pad_proportion=0.0305, over 2191.32 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2868, pruned_loss=0.06012, over 2367502.55 frames. utt_duration=509.1 frames, utt_pad_proportion=0.0697, over 18655.58 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:01:22,767 INFO [train.py:927] (2/8) Epoch 9, batch 750, libri_loss[loss=0.2113, simple_loss=0.2973, pruned_loss=0.06265, over 12155.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005355, over 35.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2935, pruned_loss=0.06257, over 2413811.64 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06739, over 17198.79 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2933, pruned_loss=0.05948, over 823130.44 frames. utt_duration=1330 frames, utt_pad_proportion=0.04143, over 2478.45 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2918, pruned_loss=0.06225, over 2385929.31 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06811, over 18315.86 utterances.], batch size: 35, lr: 4.07e-04
2022-08-25 07:03:05,548 INFO [train.py:927] (2/8) Epoch 9, batch 800, giga_loss[loss=0.2056, simple_loss=0.2964, pruned_loss=0.05744, over 12416.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03204, over 80.00 utterances.], tot_loss[loss=0.211, simple_loss=0.296, pruned_loss=0.06296, over 2426813.00 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06349, over 17387.64 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05857, over 863712.47 frames. utt_duration=1339 frames, utt_pad_proportion=0.03922, over 2582.46 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2952, pruned_loss=0.06309, over 2403625.57 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06475, over 18526.98 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 07:04:49,552 INFO [train.py:927] (2/8) Epoch 9, batch 850, giga_loss[loss=0.2426, simple_loss=0.3239, pruned_loss=0.08065, over 12399.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03847, over 113.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2976, pruned_loss=0.06264, over 2437295.80 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05959, over 16682.94 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2926, pruned_loss=0.05858, over 895612.53 frames. utt_duration=1331 frames, utt_pad_proportion=0.04029, over 2695.18 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2968, pruned_loss=0.06281, over 2418187.65 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06085, over 17741.98 utterances.], batch size: 113, lr: 4.07e-04
2022-08-25 07:06:35,220 INFO [train.py:927] (2/8) Epoch 9, batch 900, giga_loss[loss=0.2188, simple_loss=0.3124, pruned_loss=0.06261, over 12365.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04339, over 37.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2991, pruned_loss=0.06285, over 2446047.81 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06061, over 16417.88 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2936, pruned_loss=0.0591, over 934928.42 frames. utt_duration=1273 frames, utt_pad_proportion=0.05486, over 2942.26 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06291, over 2429856.40 frames. utt_duration=561.6 frames, utt_pad_proportion=0.0596, over 17353.51 utterances.], batch size: 37, lr: 4.07e-04
2022-08-25 07:08:21,572 INFO [train.py:927] (2/8) Epoch 9, batch 950, giga_loss[loss=0.2222, simple_loss=0.3047, pruned_loss=0.06982, over 12428.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03784, over 133.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3023, pruned_loss=0.06673, over 2452650.11 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06689, over 17672.95 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2936, pruned_loss=0.05917, over 942647.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.0543, over 2961.55 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3018, pruned_loss=0.0668, over 2439855.15 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06598, over 18447.41 utterances.], batch size: 133, lr: 4.07e-04
2022-08-25 07:10:13,790 INFO [train.py:927] (2/8) Epoch 9, batch 1000, giga_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.06246, over 12390.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3019, pruned_loss=0.06718, over 2457220.60 frames. utt_duration=559 frames, utt_pad_proportion=0.06805, over 17630.26 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.05968, over 987570.02 frames. utt_duration=1256 frames, utt_pad_proportion=0.06189, over 3149.67 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3015, pruned_loss=0.06725, over 2446842.21 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06628, over 18467.36 utterances.], batch size: 133, lr: 4.07e-04
2022-08-25 07:11:55,994 INFO [train.py:927] (2/8) Epoch 9, batch 1050, giga_loss[loss=0.1994, simple_loss=0.2783, pruned_loss=0.06024, over 12361.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03096, over 51.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3003, pruned_loss=0.06673, over 2460851.47 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06502, over 16914.10 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2931, pruned_loss=0.05946, over 1017216.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.06039, over 3215.17 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3004, pruned_loss=0.067, over 2452208.22 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06392, over 17781.40 utterances.], batch size: 51, lr: 4.07e-04
2022-08-25 07:13:39,489 INFO [train.py:927] (2/8) Epoch 9, batch 1100, giga_loss[loss=0.1916, simple_loss=0.2764, pruned_loss=0.05339, over 12414.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04305, over 146.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06561, over 2463261.14 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06004, over 16674.41 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2918, pruned_loss=0.05878, over 1053153.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.05784, over 3292.03 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.299, pruned_loss=0.06624, over 2456193.43 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05984, over 17595.44 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:15:23,884 INFO [train.py:927] (2/8) Epoch 9, batch 1150, giga_loss[loss=0.2045, simple_loss=0.2807, pruned_loss=0.06418, over 12156.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03403, over 36.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2955, pruned_loss=0.0648, over 2465361.03 frames. utt_duration=545.6 frames, utt_pad_proportion=0.07026, over 18125.43 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2927, pruned_loss=0.05898, over 1074471.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.06593, over 3426.37 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2958, pruned_loss=0.0653, over 2459558.54 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06843, over 18913.39 utterances.], batch size: 36, lr: 4.07e-04
2022-08-25 07:17:08,415 INFO [train.py:927] (2/8) Epoch 9, batch 1200, giga_loss[loss=0.2133, simple_loss=0.2968, pruned_loss=0.06489, over 12404.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03577, over 40.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2917, pruned_loss=0.06324, over 2468313.33 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06751, over 18311.74 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2925, pruned_loss=0.05896, over 1116320.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.06254, over 3545.94 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2921, pruned_loss=0.06379, over 2463114.73 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06681, over 19249.87 utterances.], batch size: 40, lr: 4.07e-04
2022-08-25 07:18:52,698 INFO [train.py:927] (2/8) Epoch 9, batch 1250, giga_loss[loss=0.2239, simple_loss=0.3071, pruned_loss=0.07041, over 12343.00 frames. utt_duration=618.6 frames, utt_pad_proportion=0.03938, over 80.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2906, pruned_loss=0.06264, over 2469066.02 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06734, over 18013.29 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2924, pruned_loss=0.05881, over 1136450.41 frames. utt_duration=1268 frames, utt_pad_proportion=0.061, over 3590.53 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.291, pruned_loss=0.0632, over 2465012.44 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06709, over 18916.76 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 07:20:38,190 INFO [train.py:927] (2/8) Epoch 9, batch 1300, libri_loss[loss=0.2322, simple_loss=0.3188, pruned_loss=0.0728, over 12375.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01383, over 41.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06287, over 2469718.82 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06686, over 18340.07 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2925, pruned_loss=0.05885, over 1156220.03 frames. utt_duration=1272 frames, utt_pad_proportion=0.05976, over 3641.49 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2899, pruned_loss=0.06334, over 2466624.06 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06694, over 19207.97 utterances.], batch size: 41, lr: 4.07e-04
2022-08-25 07:22:21,423 INFO [train.py:927] (2/8) Epoch 9, batch 1350, giga_loss[loss=0.1789, simple_loss=0.2631, pruned_loss=0.0473, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03264, over 75.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2864, pruned_loss=0.06167, over 2470893.94 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06858, over 18608.39 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2922, pruned_loss=0.05865, over 1169175.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.05912, over 3667.98 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2866, pruned_loss=0.06215, over 2468599.67 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06872, over 19402.72 utterances.], batch size: 75, lr: 4.07e-04
2022-08-25 07:24:04,030 INFO [train.py:927] (2/8) Epoch 9, batch 1400, giga_loss[loss=0.1817, simple_loss=0.2619, pruned_loss=0.05077, over 12439.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03219, over 55.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2833, pruned_loss=0.06053, over 2470050.29 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06744, over 17918.73 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05861, over 1181993.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.05817, over 3700.21 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2833, pruned_loss=0.06095, over 2468381.34 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06779, over 18639.22 utterances.], batch size: 55, lr: 4.07e-04
2022-08-25 07:25:47,426 INFO [train.py:927] (2/8) Epoch 9, batch 1450, giga_loss[loss=0.188, simple_loss=0.2608, pruned_loss=0.05759, over 12405.00 frames. utt_duration=622 frames, utt_pad_proportion=0.0341, over 80.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2806, pruned_loss=0.05934, over 2470349.82 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06502, over 17370.71 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.05866, over 1226685.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.05547, over 3838.62 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2801, pruned_loss=0.05969, over 2468739.14 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06601, over 18262.07 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 07:27:31,276 INFO [train.py:927] (2/8) Epoch 9, batch 1500, libri_loss[loss=0.1616, simple_loss=0.2419, pruned_loss=0.04063, over 12271.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01033, over 28.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2793, pruned_loss=0.05886, over 2470627.43 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06107, over 17096.46 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2927, pruned_loss=0.05858, over 1269541.93 frames. utt_duration=1287 frames, utt_pad_proportion=0.0529, over 3951.22 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2786, pruned_loss=0.05921, over 2469359.15 frames. utt_duration=546 frames, utt_pad_proportion=0.06267, over 18141.43 utterances.], batch size: 28, lr: 4.07e-04
2022-08-25 07:29:15,780 INFO [train.py:927] (2/8) Epoch 9, batch 1550, giga_loss[loss=0.2921, simple_loss=0.3607, pruned_loss=0.1117, over 12397.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06338, over 183.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2829, pruned_loss=0.06149, over 2470915.69 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06098, over 17239.85 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2931, pruned_loss=0.05897, over 1293210.78 frames. utt_duration=1291 frames, utt_pad_proportion=0.05129, over 4011.76 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2819, pruned_loss=0.06161, over 2470097.78 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06262, over 18249.09 utterances.], batch size: 183, lr: 4.07e-04
2022-08-25 07:30:59,975 INFO [train.py:927] (2/8) Epoch 9, batch 1600, libri_loss[loss=0.1614, simple_loss=0.2448, pruned_loss=0.03899, over 12226.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008307, over 29.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2865, pruned_loss=0.06332, over 2471859.81 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06276, over 17382.99 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2925, pruned_loss=0.05863, over 1345019.41 frames. utt_duration=1302 frames, utt_pad_proportion=0.04809, over 4137.62 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2856, pruned_loss=0.06376, over 2471348.08 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06486, over 18645.89 utterances.], batch size: 29, lr: 4.06e-04
2022-08-25 07:32:44,845 INFO [train.py:927] (2/8) Epoch 9, batch 1650, giga_loss[loss=0.1995, simple_loss=0.2984, pruned_loss=0.05036, over 12356.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2916, pruned_loss=0.06594, over 2471714.37 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06964, over 18019.97 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2924, pruned_loss=0.05869, over 1378047.79 frames. utt_duration=1308 frames, utt_pad_proportion=0.04615, over 4217.54 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.291, pruned_loss=0.06644, over 2471628.51 frames. utt_duration=512.7 frames, utt_pad_proportion=0.0715, over 19339.96 utterances.], batch size: 97, lr: 4.06e-04
2022-08-25 07:34:30,095 INFO [train.py:927] (2/8) Epoch 9, batch 1700, giga_loss[loss=0.2009, simple_loss=0.2966, pruned_loss=0.05256, over 12249.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02906, over 54.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2967, pruned_loss=0.06769, over 2471681.31 frames. utt_duration=548.7 frames, utt_pad_proportion=0.07002, over 18067.23 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2928, pruned_loss=0.05881, over 1399441.65 frames. utt_duration=1313 frames, utt_pad_proportion=0.04488, over 4269.81 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.296, pruned_loss=0.06817, over 2471902.37 frames. utt_duration=513.3 frames, utt_pad_proportion=0.07188, over 19319.81 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 07:36:11,197 INFO [train.py:927] (2/8) Epoch 9, batch 1750, giga_loss[loss=0.2175, simple_loss=0.3029, pruned_loss=0.06607, over 12321.00 frames. utt_duration=796.7 frames, utt_pad_proportion=0.03546, over 62.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2991, pruned_loss=0.0676, over 2472193.97 frames. utt_duration=566 frames, utt_pad_proportion=0.06552, over 17518.67 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05886, over 1436375.98 frames. utt_duration=1313 frames, utt_pad_proportion=0.04444, over 4381.41 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2987, pruned_loss=0.06825, over 2472416.43 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06771, over 18837.83 utterances.], batch size: 62, lr: 4.06e-04
2022-08-25 07:37:56,091 INFO [train.py:927] (2/8) Epoch 9, batch 1800, giga_loss[loss=0.1862, simple_loss=0.2743, pruned_loss=0.04903, over 12372.00 frames. utt_duration=972 frames, utt_pad_proportion=0.0299, over 51.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06586, over 2472724.44 frames. utt_duration=575 frames, utt_pad_proportion=0.06355, over 17248.12 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05877, over 1461992.10 frames. utt_duration=1318 frames, utt_pad_proportion=0.04308, over 4443.34 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.298, pruned_loss=0.0666, over 2472918.04 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06591, over 18530.68 utterances.], batch size: 51, lr: 4.06e-04
2022-08-25 07:39:40,687 INFO [train.py:927] (2/8) Epoch 9, batch 1850, giga_loss[loss=0.2287, simple_loss=0.3135, pruned_loss=0.07199, over 12363.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06644, over 183.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2981, pruned_loss=0.06541, over 2472411.17 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06589, over 17658.74 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2918, pruned_loss=0.0585, over 1501137.71 frames. utt_duration=1303 frames, utt_pad_proportion=0.04828, over 4612.07 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2986, pruned_loss=0.06636, over 2473104.91 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06663, over 18990.38 utterances.], batch size: 183, lr: 4.06e-04
2022-08-25 07:41:24,933 INFO [train.py:927] (2/8) Epoch 9, batch 1900, giga_loss[loss=0.2453, simple_loss=0.3241, pruned_loss=0.08325, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07115, over 211.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3003, pruned_loss=0.06686, over 2472722.81 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06628, over 18038.19 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2914, pruned_loss=0.0583, over 1520431.55 frames. utt_duration=1307 frames, utt_pad_proportion=0.04706, over 4657.54 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3011, pruned_loss=0.06787, over 2473264.27 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0672, over 19290.43 utterances.], batch size: 211, lr: 4.06e-04
2022-08-25 07:43:09,436 INFO [train.py:927] (2/8) Epoch 9, batch 1950, libri_loss[loss=0.2046, simple_loss=0.2884, pruned_loss=0.06044, over 12312.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006309, over 36.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3012, pruned_loss=0.068, over 2472612.76 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06854, over 17687.71 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2913, pruned_loss=0.05856, over 1553052.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.05147, over 4803.19 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3021, pruned_loss=0.06896, over 2473258.43 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06859, over 18998.88 utterances.], batch size: 36, lr: 4.06e-04
2022-08-25 07:44:51,978 INFO [train.py:927] (2/8) Epoch 9, batch 2000, giga_loss[loss=0.2233, simple_loss=0.3009, pruned_loss=0.07292, over 12286.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.03494, over 51.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3019, pruned_loss=0.06846, over 2472700.77 frames. utt_duration=574.6 frames, utt_pad_proportion=0.0657, over 17258.09 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2911, pruned_loss=0.05826, over 1598063.77 frames. utt_duration=1299 frames, utt_pad_proportion=0.0489, over 4925.39 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3033, pruned_loss=0.06987, over 2473182.41 frames. utt_duration=527.9 frames, utt_pad_proportion=0.0668, over 18793.01 utterances.], batch size: 51, lr: 4.06e-04
2022-08-25 07:46:37,124 INFO [train.py:927] (2/8) Epoch 9, batch 2050, giga_loss[loss=0.2247, simple_loss=0.3147, pruned_loss=0.06734, over 12438.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03021, over 80.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06853, over 2473838.84 frames. utt_duration=589 frames, utt_pad_proportion=0.06415, over 16844.60 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2909, pruned_loss=0.05811, over 1615634.81 frames. utt_duration=1300 frames, utt_pad_proportion=0.04777, over 4977.42 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3048, pruned_loss=0.06994, over 2474042.10 frames. utt_duration=544 frames, utt_pad_proportion=0.06555, over 18241.99 utterances.], batch size: 80, lr: 4.06e-04
2022-08-25 07:48:19,565 INFO [train.py:927] (2/8) Epoch 9, batch 2100, giga_loss[loss=0.2235, simple_loss=0.2928, pruned_loss=0.07713, over 12356.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03137, over 58.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.304, pruned_loss=0.06856, over 2472694.74 frames. utt_duration=612 frames, utt_pad_proportion=0.06028, over 16200.68 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.05776, over 1661637.45 frames. utt_duration=1296 frames, utt_pad_proportion=0.0456, over 5132.65 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3057, pruned_loss=0.07042, over 2472870.19 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06264, over 17770.22 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 07:50:01,568 INFO [train.py:927] (2/8) Epoch 9, batch 2150, giga_loss[loss=0.2053, simple_loss=0.2998, pruned_loss=0.05536, over 12466.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02976, over 55.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3034, pruned_loss=0.06886, over 2472062.83 frames. utt_duration=642.9 frames, utt_pad_proportion=0.05664, over 15415.65 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05772, over 1681797.33 frames. utt_duration=1293 frames, utt_pad_proportion=0.04591, over 5210.54 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3052, pruned_loss=0.0706, over 2472127.44 frames. utt_duration=588.8 frames, utt_pad_proportion=0.05896, over 16836.12 utterances.], batch size: 55, lr: 4.06e-04
2022-08-25 07:51:43,839 INFO [train.py:927] (2/8) Epoch 9, batch 2200, giga_loss[loss=0.2346, simple_loss=0.3176, pruned_loss=0.07576, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03278, over 58.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3038, pruned_loss=0.0697, over 2471773.35 frames. utt_duration=657.9 frames, utt_pad_proportion=0.05445, over 15061.87 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2909, pruned_loss=0.05778, over 1697407.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.05042, over 5330.00 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3054, pruned_loss=0.07124, over 2471890.07 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05525, over 16255.88 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 07:53:25,927 INFO [train.py:927] (2/8) Epoch 9, batch 2250, giga_loss[loss=0.2063, simple_loss=0.2922, pruned_loss=0.06026, over 12380.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02738, over 91.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3043, pruned_loss=0.07004, over 2471405.57 frames. utt_duration=647.7 frames, utt_pad_proportion=0.0614, over 15296.94 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.291, pruned_loss=0.05799, over 1712672.65 frames. utt_duration=1281 frames, utt_pad_proportion=0.04943, over 5356.15 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3057, pruned_loss=0.07135, over 2471579.08 frames. utt_duration=604.6 frames, utt_pad_proportion=0.0619, over 16392.08 utterances.], batch size: 91, lr: 4.06e-04
2022-08-25 07:55:09,766 INFO [train.py:927] (2/8) Epoch 9, batch 2300, giga_loss[loss=0.2449, simple_loss=0.3267, pruned_loss=0.08155, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06392, over 183.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06953, over 2471518.09 frames. utt_duration=637.3 frames, utt_pad_proportion=0.06355, over 15549.66 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2904, pruned_loss=0.05768, over 1735360.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.04798, over 5403.99 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3056, pruned_loss=0.0711, over 2471464.06 frames. utt_duration=595 frames, utt_pad_proportion=0.06443, over 16657.97 utterances.], batch size: 183, lr: 4.06e-04
2022-08-25 07:56:54,034 INFO [train.py:927] (2/8) Epoch 9, batch 2350, giga_loss[loss=0.2307, simple_loss=0.3174, pruned_loss=0.07201, over 12334.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.0339, over 58.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3026, pruned_loss=0.0686, over 2471828.08 frames. utt_duration=653.2 frames, utt_pad_proportion=0.06379, over 15170.70 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2909, pruned_loss=0.05789, over 1753281.76 frames. utt_duration=1272 frames, utt_pad_proportion=0.05312, over 5519.88 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.304, pruned_loss=0.06997, over 2472078.87 frames. utt_duration=612.6 frames, utt_pad_proportion=0.06323, over 16181.99 utterances.], batch size: 58, lr: 4.06e-04
2022-08-25 07:58:36,478 INFO [train.py:927] (2/8) Epoch 9, batch 2400, giga_loss[loss=0.2299, simple_loss=0.3106, pruned_loss=0.07455, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04223, over 146.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.301, pruned_loss=0.06785, over 2471570.35 frames. utt_duration=636 frames, utt_pad_proportion=0.05861, over 15580.39 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2907, pruned_loss=0.05785, over 1763926.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05285, over 5549.81 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3024, pruned_loss=0.06909, over 2471835.49 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05859, over 16476.34 utterances.], batch size: 146, lr: 4.06e-04
2022-08-25 08:00:18,362 INFO [train.py:927] (2/8) Epoch 9, batch 2450, giga_loss[loss=0.1983, simple_loss=0.2818, pruned_loss=0.05736, over 12345.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03593, over 104.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2984, pruned_loss=0.06709, over 2470781.14 frames. utt_duration=633 frames, utt_pad_proportion=0.0589, over 15649.35 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2908, pruned_loss=0.05797, over 1774271.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.05205, over 5562.49 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2996, pruned_loss=0.06814, over 2471170.61 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05914, over 16480.38 utterances.], batch size: 104, lr: 4.06e-04
2022-08-25 08:02:00,714 INFO [train.py:927] (2/8) Epoch 9, batch 2500, giga_loss[loss=0.2043, simple_loss=0.2835, pruned_loss=0.06256, over 12418.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03982, over 123.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2958, pruned_loss=0.06584, over 2471156.35 frames. utt_duration=642.4 frames, utt_pad_proportion=0.05438, over 15423.25 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05821, over 1781294.78 frames. utt_duration=1279 frames, utt_pad_proportion=0.05151, over 5578.80 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2961, pruned_loss=0.06659, over 2471397.48 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05495, over 16147.68 utterances.], batch size: 123, lr: 4.06e-04
2022-08-25 08:03:45,838 INFO [train.py:927] (2/8) Epoch 9, batch 2550, giga_loss[loss=0.2091, simple_loss=0.2976, pruned_loss=0.06028, over 12420.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.037, over 113.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2948, pruned_loss=0.06528, over 2471868.67 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05205, over 15596.55 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05846, over 1798008.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.05056, over 5600.24 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2942, pruned_loss=0.06588, over 2472376.11 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05289, over 16369.88 utterances.], batch size: 113, lr: 4.06e-04
2022-08-25 08:05:28,010 INFO [train.py:927] (2/8) Epoch 9, batch 2600, giga_loss[loss=0.2314, simple_loss=0.3168, pruned_loss=0.07302, over 12445.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04453, over 161.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2948, pruned_loss=0.06467, over 2472338.14 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05183, over 15763.26 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05854, over 1811266.39 frames. utt_duration=1274 frames, utt_pad_proportion=0.05537, over 5692.16 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2945, pruned_loss=0.0652, over 2472848.93 frames. utt_duration=602.2 frames, utt_pad_proportion=0.05103, over 16465.16 utterances.], batch size: 161, lr: 4.06e-04
2022-08-25 08:07:09,196 INFO [train.py:927] (2/8) Epoch 9, batch 2650, libri_loss[loss=0.2251, simple_loss=0.3099, pruned_loss=0.07014, over 12282.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007105, over 37.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2971, pruned_loss=0.06549, over 2472717.22 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0653, over 18216.83 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05872, over 1827374.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.05395, over 5722.62 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2968, pruned_loss=0.06593, over 2473382.67 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06473, over 19019.05 utterances.], batch size: 37, lr: 4.05e-04
2022-08-25 08:08:50,156 INFO [train.py:927] (2/8) Epoch 9, batch 2700, giga_loss[loss=0.2074, simple_loss=0.2984, pruned_loss=0.0582, over 12419.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04196, over 146.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2959, pruned_loss=0.06417, over 2473034.95 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06004, over 17143.81 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05889, over 1862334.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.05142, over 5819.59 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2955, pruned_loss=0.06473, over 2473240.81 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06075, over 18306.94 utterances.], batch size: 146, lr: 4.05e-04
2022-08-25 08:10:32,164 INFO [train.py:927] (2/8) Epoch 9, batch 2750, libri_loss[loss=0.2094, simple_loss=0.2997, pruned_loss=0.05959, over 12369.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01051, over 38.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2958, pruned_loss=0.06444, over 2473656.86 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06033, over 17603.41 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2936, pruned_loss=0.0589, over 1883290.67 frames. utt_duration=1284 frames, utt_pad_proportion=0.05029, over 5876.05 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2957, pruned_loss=0.06506, over 2473909.41 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06133, over 18869.62 utterances.], batch size: 38, lr: 4.05e-04
2022-08-25 08:12:15,257 INFO [train.py:927] (2/8) Epoch 9, batch 2800, giga_loss[loss=0.2013, simple_loss=0.2817, pruned_loss=0.06044, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0347, over 37.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2953, pruned_loss=0.06402, over 2473923.42 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06069, over 17412.29 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.05892, over 1895067.44 frames. utt_duration=1286 frames, utt_pad_proportion=0.0494, over 5900.38 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2953, pruned_loss=0.06459, over 2474065.28 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06182, over 18614.30 utterances.], batch size: 37, lr: 4.05e-04
2022-08-25 08:13:57,858 INFO [train.py:927] (2/8) Epoch 9, batch 2850, giga_loss[loss=0.1926, simple_loss=0.2781, pruned_loss=0.05357, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04793, over 34.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06454, over 2473596.43 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06105, over 17481.93 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2935, pruned_loss=0.05885, over 1906104.67 frames. utt_duration=1290 frames, utt_pad_proportion=0.04848, over 5915.23 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2969, pruned_loss=0.06514, over 2474105.30 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06226, over 18627.55 utterances.], batch size: 34, lr: 4.05e-04
2022-08-25 08:15:40,598 INFO [train.py:927] (2/8) Epoch 9, batch 2900, giga_loss[loss=0.294, simple_loss=0.3531, pruned_loss=0.1175, over 12368.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09838, over 256.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.06497, over 2473162.02 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05948, over 17559.97 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05901, over 1917498.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.04876, over 5970.70 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2976, pruned_loss=0.06544, over 2473448.11 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06052, over 18625.26 utterances.], batch size: 256, lr: 4.05e-04
2022-08-25 08:17:21,430 INFO [train.py:927] (2/8) Epoch 9, batch 2950, giga_loss[loss=0.1934, simple_loss=0.2625, pruned_loss=0.06218, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05158, over 34.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.0651, over 2472901.44 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05869, over 17314.82 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2939, pruned_loss=0.05922, over 1931043.50 frames. utt_duration=1290 frames, utt_pad_proportion=0.04768, over 5994.21 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2978, pruned_loss=0.06544, over 2473324.51 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05994, over 18389.09 utterances.], batch size: 34, lr: 4.05e-04
2022-08-25 08:19:07,790 INFO [train.py:927] (2/8) Epoch 9, batch 3000, giga_loss[loss=0.2412, simple_loss=0.3165, pruned_loss=0.08298, over 12409.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06246, over 183.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2965, pruned_loss=0.06468, over 2472334.94 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06196, over 17600.42 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2945, pruned_loss=0.05948, over 1936305.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.05389, over 6086.80 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2961, pruned_loss=0.06483, over 2472806.69 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06108, over 18469.11 utterances.], batch size: 183, lr: 4.05e-04
2022-08-25 08:19:07,791 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 08:19:21,838 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1887, simple_loss=0.3004, pruned_loss=0.03847, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 08:21:01,246 INFO [train.py:927] (2/8) Epoch 9, batch 3050, giga_loss[loss=0.2398, simple_loss=0.3266, pruned_loss=0.07646, over 12428.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2961, pruned_loss=0.06399, over 2472918.58 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06272, over 17501.60 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05979, over 1952073.71 frames. utt_duration=1260 frames, utt_pad_proportion=0.05838, over 6206.36 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2955, pruned_loss=0.06402, over 2473405.82 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06071, over 18386.39 utterances.], batch size: 123, lr: 4.05e-04
2022-08-25 08:22:40,365 INFO [train.py:927] (2/8) Epoch 9, batch 3100, giga_loss[loss=0.1912, simple_loss=0.2699, pruned_loss=0.05625, over 12322.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02814, over 48.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2976, pruned_loss=0.06457, over 2472700.97 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06288, over 17692.54 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.05996, over 1964810.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05698, over 6232.98 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06456, over 2473201.07 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06171, over 18621.32 utterances.], batch size: 48, lr: 4.05e-04
2022-08-25 08:24:19,875 INFO [train.py:927] (2/8) Epoch 9, batch 3150, giga_loss[loss=0.2195, simple_loss=0.3101, pruned_loss=0.06448, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03455, over 51.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2975, pruned_loss=0.06523, over 2473933.37 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0603, over 17842.83 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06034, over 1975027.83 frames. utt_duration=1248 frames, utt_pad_proportion=0.06205, over 6337.38 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2967, pruned_loss=0.06505, over 2474226.89 frames. utt_duration=530.9 frames, utt_pad_proportion=0.05809, over 18694.44 utterances.], batch size: 51, lr: 4.05e-04
2022-08-25 08:25:58,724 INFO [train.py:927] (2/8) Epoch 9, batch 3200, giga_loss[loss=0.2158, simple_loss=0.2987, pruned_loss=0.06645, over 12364.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03879, over 113.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2956, pruned_loss=0.06498, over 2474174.35 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05759, over 17529.53 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2959, pruned_loss=0.06047, over 1982240.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.06119, over 6353.27 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2948, pruned_loss=0.06481, over 2474604.16 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05616, over 18332.76 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:27:40,875 INFO [train.py:927] (2/8) Epoch 9, batch 3250, giga_loss[loss=0.1881, simple_loss=0.2796, pruned_loss=0.04833, over 12363.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04037, over 145.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.293, pruned_loss=0.06388, over 2473704.23 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05644, over 17644.34 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06013, over 1994065.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.05982, over 6359.48 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2926, pruned_loss=0.06409, over 2474357.64 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05579, over 18545.47 utterances.], batch size: 145, lr: 4.05e-04
2022-08-25 08:29:21,651 INFO [train.py:927] (2/8) Epoch 9, batch 3300, giga_loss[loss=0.2151, simple_loss=0.301, pruned_loss=0.06465, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2892, pruned_loss=0.06218, over 2474645.48 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05552, over 17265.06 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06013, over 2003660.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05866, over 6372.20 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2887, pruned_loss=0.06241, over 2475112.75 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05538, over 18166.01 utterances.], batch size: 58, lr: 4.05e-04
2022-08-25 08:31:03,308 INFO [train.py:927] (2/8) Epoch 9, batch 3350, giga_loss[loss=0.2456, simple_loss=0.3181, pruned_loss=0.08656, over 12357.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.207, simple_loss=0.289, pruned_loss=0.06245, over 2474119.87 frames. utt_duration=562 frames, utt_pad_proportion=0.05903, over 17656.60 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2957, pruned_loss=0.06033, over 2014894.90 frames. utt_duration=1260 frames, utt_pad_proportion=0.05775, over 6401.77 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2884, pruned_loss=0.06252, over 2474893.42 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05901, over 18602.19 utterances.], batch size: 365, lr: 4.05e-04
2022-08-25 08:32:44,601 INFO [train.py:927] (2/8) Epoch 9, batch 3400, giga_loss[loss=0.2672, simple_loss=0.3319, pruned_loss=0.1013, over 12390.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2922, pruned_loss=0.06402, over 2474118.34 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06199, over 18123.83 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2955, pruned_loss=0.06026, over 2021297.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05702, over 6401.74 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2918, pruned_loss=0.06416, over 2475150.72 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06208, over 19030.31 utterances.], batch size: 257, lr: 4.05e-04
2022-08-25 08:34:26,166 INFO [train.py:927] (2/8) Epoch 9, batch 3450, giga_loss[loss=0.2007, simple_loss=0.2831, pruned_loss=0.0591, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04848, over 31.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2957, pruned_loss=0.06555, over 2473522.88 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06593, over 18909.98 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2955, pruned_loss=0.06033, over 2033914.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.06092, over 6482.62 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2953, pruned_loss=0.06573, over 2475102.13 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06489, over 19898.18 utterances.], batch size: 31, lr: 4.05e-04
2022-08-25 08:36:12,562 INFO [train.py:927] (2/8) Epoch 9, batch 3500, giga_loss[loss=0.2401, simple_loss=0.3167, pruned_loss=0.08178, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03358, over 97.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2995, pruned_loss=0.06858, over 2473304.26 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06425, over 18195.55 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06048, over 2053165.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.06396, over 6579.84 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2993, pruned_loss=0.06884, over 2474692.60 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06262, over 19382.51 utterances.], batch size: 97, lr: 4.05e-04
2022-08-25 08:37:54,400 INFO [train.py:927] (2/8) Epoch 9, batch 3550, giga_loss[loss=0.2443, simple_loss=0.3292, pruned_loss=0.07968, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02796, over 54.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3061, pruned_loss=0.07278, over 2473577.16 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06357, over 18505.81 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06047, over 2059608.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.06311, over 6580.12 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.306, pruned_loss=0.07314, over 2474509.86 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06261, over 19611.94 utterances.], batch size: 54, lr: 4.05e-04
2022-08-25 08:39:40,776 INFO [train.py:927] (2/8) Epoch 9, batch 3600, libri_loss[loss=0.222, simple_loss=0.3096, pruned_loss=0.06715, over 12261.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009144, over 37.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3123, pruned_loss=0.07729, over 2473661.02 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06093, over 19024.64 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2956, pruned_loss=0.06053, over 2067670.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.06195, over 6586.48 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07778, over 2474554.08 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06065, over 20111.09 utterances.], batch size: 37, lr: 4.05e-04
2022-08-25 08:41:25,449 INFO [train.py:927] (2/8) Epoch 9, batch 3650, giga_loss[loss=0.2463, simple_loss=0.3185, pruned_loss=0.08703, over 12451.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03392, over 86.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08142, over 2473256.57 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06168, over 19205.50 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2949, pruned_loss=0.06025, over 2084877.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.05993, over 6586.28 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.319, pruned_loss=0.08283, over 2474630.65 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06202, over 20609.99 utterances.], batch size: 86, lr: 4.05e-04
2022-08-25 08:43:12,306 INFO [train.py:927] (2/8) Epoch 9, batch 3700, giga_loss[loss=0.3076, simple_loss=0.3706, pruned_loss=0.1224, over 12375.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3194, pruned_loss=0.08351, over 2472646.38 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06412, over 19313.79 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2943, pruned_loss=0.06013, over 2097805.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.05815, over 6580.76 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3217, pruned_loss=0.08541, over 2474166.03 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0647, over 20831.38 utterances.], batch size: 182, lr: 4.04e-04
2022-08-25 08:44:59,235 INFO [train.py:927] (2/8) Epoch 9, batch 3750, libri_loss[loss=0.1662, simple_loss=0.2545, pruned_loss=0.03898, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009502, over 28.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3254, pruned_loss=0.08854, over 2473039.71 frames. utt_duration=491.4 frames, utt_pad_proportion=0.0675, over 20192.69 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2945, pruned_loss=0.0602, over 2110398.68 frames. utt_duration=1275 frames, utt_pad_proportion=0.0574, over 6630.36 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.328, pruned_loss=0.09088, over 2474572.34 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06802, over 21800.03 utterances.], batch size: 28, lr: 4.04e-04
2022-08-25 08:46:48,319 INFO [train.py:927] (2/8) Epoch 9, batch 3800, giga_loss[loss=0.2469, simple_loss=0.3252, pruned_loss=0.08432, over 12395.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03244, over 80.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.326, pruned_loss=0.0895, over 2473254.72 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07141, over 20426.07 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2945, pruned_loss=0.06004, over 2123964.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05727, over 6691.27 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3293, pruned_loss=0.09251, over 2475128.41 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07174, over 22149.46 utterances.], batch size: 80, lr: 4.04e-04
2022-08-25 08:48:34,161 INFO [train.py:927] (2/8) Epoch 9, batch 3850, giga_loss[loss=0.2385, simple_loss=0.3188, pruned_loss=0.07907, over 12296.00 frames. utt_duration=1026 frames, utt_pad_proportion=0.03396, over 48.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3271, pruned_loss=0.09032, over 2474105.07 frames. utt_duration=485.7 frames, utt_pad_proportion=0.0668, over 20437.13 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2942, pruned_loss=0.05991, over 2125761.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05704, over 6687.81 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.33, pruned_loss=0.09292, over 2475525.90 frames. utt_duration=454.5 frames, utt_pad_proportion=0.06743, over 21856.60 utterances.], batch size: 48, lr: 4.04e-04
2022-08-25 08:50:17,062 INFO [train.py:927] (2/8) Epoch 9, batch 3900, giga_loss[loss=0.3021, simple_loss=0.3725, pruned_loss=0.1158, over 12414.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05451, over 162.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3294, pruned_loss=0.09197, over 2474026.83 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07116, over 21566.86 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.294, pruned_loss=0.05988, over 2135724.19 frames. utt_duration=1279 frames, utt_pad_proportion=0.05568, over 6687.23 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3328, pruned_loss=0.09491, over 2475491.23 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07185, over 23089.64 utterances.], batch size: 162, lr: 4.04e-04
2022-08-25 08:52:04,912 INFO [train.py:927] (2/8) Epoch 9, batch 3950, giga_loss[loss=0.2343, simple_loss=0.3143, pruned_loss=0.07714, over 12344.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03101, over 85.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3278, pruned_loss=0.09014, over 2473689.79 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07238, over 21831.94 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.294, pruned_loss=0.05987, over 2142134.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.05478, over 6685.52 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3312, pruned_loss=0.09303, over 2475135.69 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07319, over 23315.42 utterances.], batch size: 85, lr: 4.04e-04
2022-08-25 08:53:53,397 INFO [train.py:927] (2/8) Epoch 9, batch 4000, giga_loss[loss=0.2048, simple_loss=0.2933, pruned_loss=0.05819, over 12380.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02763, over 70.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3268, pruned_loss=0.08868, over 2473195.40 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07669, over 22142.42 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2941, pruned_loss=0.0599, over 2145668.54 frames. utt_duration=1284 frames, utt_pad_proportion=0.05425, over 6691.65 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3297, pruned_loss=0.0912, over 2474144.64 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07729, over 23432.70 utterances.], batch size: 70, lr: 4.04e-04
2022-08-25 08:55:35,937 INFO [train.py:927] (2/8) Epoch 9, batch 4050, giga_loss[loss=0.251, simple_loss=0.3261, pruned_loss=0.08794, over 12412.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.0377, over 113.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.323, pruned_loss=0.08612, over 2472781.11 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07503, over 21306.55 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2931, pruned_loss=0.05963, over 2159585.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.05232, over 6674.80 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3274, pruned_loss=0.08951, over 2474002.04 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07643, over 22990.21 utterances.], batch size: 113, lr: 4.04e-04
2022-08-25 08:57:25,135 INFO [train.py:927] (2/8) Epoch 9, batch 4100, giga_loss[loss=0.2525, simple_loss=0.3268, pruned_loss=0.08905, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03998, over 37.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3215, pruned_loss=0.08508, over 2473567.51 frames. utt_duration=458 frames, utt_pad_proportion=0.07537, over 21674.49 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2932, pruned_loss=0.05964, over 2166882.42 frames. utt_duration=1298 frames, utt_pad_proportion=0.05156, over 6686.58 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3256, pruned_loss=0.08836, over 2474983.89 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07684, over 23347.22 utterances.], batch size: 37, lr: 4.04e-04
2022-08-25 08:59:17,390 INFO [train.py:927] (2/8) Epoch 9, batch 4150, giga_loss[loss=0.2152, simple_loss=0.3102, pruned_loss=0.06011, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02771, over 48.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3208, pruned_loss=0.08326, over 2474549.51 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07177, over 20908.88 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2931, pruned_loss=0.05954, over 2174539.44 frames. utt_duration=1301 frames, utt_pad_proportion=0.0505, over 6694.28 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3248, pruned_loss=0.08649, over 2475651.92 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07364, over 22547.89 utterances.], batch size: 48, lr: 4.04e-04
2022-08-25 09:01:02,927 INFO [train.py:927] (2/8) Epoch 9, batch 4200, giga_loss[loss=0.2899, simple_loss=0.3537, pruned_loss=0.1131, over 12451.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05328, over 162.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3219, pruned_loss=0.08257, over 2474211.30 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07175, over 20646.93 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2934, pruned_loss=0.05954, over 2184598.80 frames. utt_duration=1300 frames, utt_pad_proportion=0.04945, over 6728.35 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3257, pruned_loss=0.0859, over 2475349.06 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07383, over 22378.52 utterances.], batch size: 162, lr: 4.04e-04
2022-08-25 09:02:47,796 INFO [train.py:927] (2/8) Epoch 9, batch 4250, giga_loss[loss=0.2359, simple_loss=0.3167, pruned_loss=0.07755, over 12358.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04399, over 37.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3208, pruned_loss=0.08211, over 2474198.26 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07413, over 20321.15 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2936, pruned_loss=0.05967, over 2194569.68 frames. utt_duration=1305 frames, utt_pad_proportion=0.04796, over 6734.63 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3246, pruned_loss=0.0854, over 2475139.50 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07625, over 22133.42 utterances.], batch size: 37, lr: 4.04e-04
2022-08-25 09:04:34,563 INFO [train.py:927] (2/8) Epoch 9, batch 4300, giga_loss[loss=0.2146, simple_loss=0.294, pruned_loss=0.06759, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03549, over 40.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3191, pruned_loss=0.08187, over 2474296.01 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07418, over 20077.94 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2939, pruned_loss=0.06001, over 2205393.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.04639, over 6749.92 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3229, pruned_loss=0.08506, over 2475197.59 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07667, over 22013.13 utterances.], batch size: 40, lr: 4.04e-04
2022-08-25 09:06:23,672 INFO [train.py:927] (2/8) Epoch 9, batch 4350, giga_loss[loss=0.2254, simple_loss=0.3091, pruned_loss=0.07085, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08056, over 2473864.71 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07242, over 19644.56 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2941, pruned_loss=0.06015, over 2211223.99 frames. utt_duration=1313 frames, utt_pad_proportion=0.04561, over 6744.19 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.321, pruned_loss=0.08346, over 2475366.00 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07503, over 21503.03 utterances.], batch size: 133, lr: 4.04e-04
2022-08-25 09:08:10,754 INFO [train.py:927] (2/8) Epoch 9, batch 4400, libri_loss[loss=0.2618, simple_loss=0.3304, pruned_loss=0.09662, over 12281.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.007587, over 35.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3186, pruned_loss=0.08186, over 2473604.39 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07782, over 20965.45 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.06034, over 2214746.74 frames. utt_duration=1315 frames, utt_pad_proportion=0.04503, over 6746.04 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3215, pruned_loss=0.08426, over 2475133.13 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07969, over 22610.99 utterances.], batch size: 35, lr: 4.04e-04
2022-08-25 09:09:59,840 INFO [train.py:927] (2/8) Epoch 9, batch 4450, giga_loss[loss=0.2372, simple_loss=0.3124, pruned_loss=0.08099, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03325, over 97.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3157, pruned_loss=0.08, over 2473503.50 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07876, over 20263.10 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.294, pruned_loss=0.06011, over 2222640.03 frames. utt_duration=1317 frames, utt_pad_proportion=0.04403, over 6756.46 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3189, pruned_loss=0.08266, over 2474524.73 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0808, over 21946.03 utterances.], batch size: 97, lr: 4.04e-04
2022-08-25 09:11:48,093 INFO [train.py:927] (2/8) Epoch 9, batch 4500, libri_loss[loss=0.2216, simple_loss=0.3122, pruned_loss=0.06553, over 12449.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009772, over 39.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3159, pruned_loss=0.08085, over 2474588.93 frames. utt_duration=477.4 frames, utt_pad_proportion=0.08229, over 20796.19 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2947, pruned_loss=0.06053, over 2227901.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.05329, over 6930.03 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.083, over 2475152.07 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08158, over 22233.76 utterances.], batch size: 39, lr: 4.04e-04
2022-08-25 09:13:33,339 INFO [train.py:927] (2/8) Epoch 9, batch 4550, giga_loss[loss=0.2226, simple_loss=0.2989, pruned_loss=0.07322, over 12433.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03669, over 123.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3151, pruned_loss=0.08081, over 2475143.04 frames. utt_duration=476 frames, utt_pad_proportion=0.07707, over 20863.45 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.295, pruned_loss=0.06056, over 2230475.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.05295, over 6937.75 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3168, pruned_loss=0.08267, over 2475480.79 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07697, over 22116.05 utterances.], batch size: 123, lr: 4.04e-04
2022-08-25 09:15:19,505 INFO [train.py:927] (2/8) Epoch 9, batch 4600, giga_loss[loss=0.2073, simple_loss=0.3006, pruned_loss=0.05706, over 12377.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02614, over 66.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3158, pruned_loss=0.08125, over 2474108.18 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07652, over 20820.49 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.06087, over 2237399.67 frames. utt_duration=1289 frames, utt_pad_proportion=0.05163, over 6951.46 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3172, pruned_loss=0.08306, over 2474692.51 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07707, over 22198.17 utterances.], batch size: 66, lr: 4.04e-04
2022-08-25 09:17:06,845 INFO [train.py:927] (2/8) Epoch 9, batch 4650, giga_loss[loss=0.3037, simple_loss=0.3557, pruned_loss=0.1258, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3163, pruned_loss=0.08095, over 2473815.97 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07196, over 20666.60 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2958, pruned_loss=0.06087, over 2242093.91 frames. utt_duration=1291 frames, utt_pad_proportion=0.0507, over 6956.37 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08274, over 2474288.97 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07304, over 21997.99 utterances.], batch size: 258, lr: 4.04e-04
2022-08-25 09:18:54,772 INFO [train.py:927] (2/8) Epoch 9, batch 4700, giga_loss[loss=0.2672, simple_loss=0.3404, pruned_loss=0.09696, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.039, over 37.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3162, pruned_loss=0.08076, over 2474359.53 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07146, over 20505.64 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2959, pruned_loss=0.06088, over 2245358.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.05465, over 7031.08 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3175, pruned_loss=0.0824, over 2474894.11 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07138, over 21660.43 utterances.], batch size: 37, lr: 4.04e-04
2022-08-25 09:20:42,219 INFO [train.py:927] (2/8) Epoch 9, batch 4750, giga_loss[loss=0.2633, simple_loss=0.3321, pruned_loss=0.09726, over 12425.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3172, pruned_loss=0.08181, over 2474580.67 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06714, over 20063.36 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.06092, over 2248452.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.05399, over 7022.67 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08337, over 2475310.16 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06754, over 21172.47 utterances.], batch size: 133, lr: 4.03e-04
2022-08-25 09:22:26,467 INFO [train.py:927] (2/8) Epoch 9, batch 4800, giga_loss[loss=0.2248, simple_loss=0.3077, pruned_loss=0.07102, over 12311.00 frames. utt_duration=795.9 frames, utt_pad_proportion=0.03531, over 62.00 utterances.], tot_loss[loss=0.242, simple_loss=0.318, pruned_loss=0.08297, over 2474419.85 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06805, over 20531.05 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.06084, over 2251490.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.05344, over 7011.35 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3195, pruned_loss=0.08459, over 2475321.95 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06855, over 21607.61 utterances.], batch size: 62, lr: 4.03e-04
2022-08-25 09:24:10,640 INFO [train.py:927] (2/8) Epoch 9, batch 4850, giga_loss[loss=0.2123, simple_loss=0.2885, pruned_loss=0.06808, over 12279.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02729, over 42.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3172, pruned_loss=0.08208, over 2474501.43 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06388, over 20130.98 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.06094, over 2254810.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.05394, over 7042.08 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3185, pruned_loss=0.08356, over 2475229.83 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06438, over 21136.75 utterances.], batch size: 42, lr: 4.03e-04
2022-08-25 09:25:57,704 INFO [train.py:927] (2/8) Epoch 9, batch 4900, giga_loss[loss=0.2045, simple_loss=0.2786, pruned_loss=0.06521, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.04018, over 37.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08062, over 2473653.37 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0708, over 20858.01 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2957, pruned_loss=0.06089, over 2256762.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.05351, over 7037.69 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3164, pruned_loss=0.08201, over 2474442.15 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07111, over 21780.77 utterances.], batch size: 37, lr: 4.03e-04
2022-08-25 09:27:47,810 INFO [train.py:927] (2/8) Epoch 9, batch 4950, giga_loss[loss=0.2091, simple_loss=0.2859, pruned_loss=0.06618, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02757, over 45.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08042, over 2474111.90 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07189, over 20833.63 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2959, pruned_loss=0.0609, over 2259969.69 frames. utt_duration=1286 frames, utt_pad_proportion=0.05285, over 7035.11 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.315, pruned_loss=0.08178, over 2474780.90 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07237, over 21753.34 utterances.], batch size: 45, lr: 4.03e-04
2022-08-25 09:29:40,167 INFO [train.py:927] (2/8) Epoch 9, batch 5000, giga_loss[loss=0.2354, simple_loss=0.3308, pruned_loss=0.07002, over 12316.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03652, over 51.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3161, pruned_loss=0.08195, over 2473641.38 frames. utt_duration=478 frames, utt_pad_proportion=0.07373, over 20764.09 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2954, pruned_loss=0.06073, over 2266970.02 frames. utt_duration=1293 frames, utt_pad_proportion=0.05133, over 7021.15 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.318, pruned_loss=0.08379, over 2474520.95 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07466, over 21936.92 utterances.], batch size: 51, lr: 4.03e-04
2022-08-25 09:31:28,461 INFO [train.py:927] (2/8) Epoch 9, batch 5050, libri_loss[loss=0.1931, simple_loss=0.2803, pruned_loss=0.05288, over 12188.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008674, over 30.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3184, pruned_loss=0.08122, over 2473618.51 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07073, over 20516.57 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2952, pruned_loss=0.06064, over 2270780.34 frames. utt_duration=1295 frames, utt_pad_proportion=0.05061, over 7019.74 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3204, pruned_loss=0.08312, over 2474612.67 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07196, over 21698.01 utterances.], batch size: 30, lr: 4.03e-04
2022-08-25 09:33:12,481 INFO [train.py:927] (2/8) Epoch 9, batch 5100, giga_loss[loss=0.2569, simple_loss=0.3226, pruned_loss=0.09558, over 12358.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3201, pruned_loss=0.08248, over 2473622.63 frames. utt_duration=495 frames, utt_pad_proportion=0.07269, over 20049.24 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.296, pruned_loss=0.06117, over 2278283.43 frames. utt_duration=1285 frames, utt_pad_proportion=0.05378, over 7099.53 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.322, pruned_loss=0.08433, over 2474853.85 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07286, over 21396.33 utterances.], batch size: 367, lr: 4.03e-04
2022-08-25 09:34:59,250 INFO [train.py:927] (2/8) Epoch 9, batch 5150, giga_loss[loss=0.3239, simple_loss=0.3741, pruned_loss=0.1368, over 12372.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08436, over 2473838.17 frames. utt_duration=461.7 frames, utt_pad_proportion=0.079, over 21500.77 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2963, pruned_loss=0.06096, over 2281894.45 frames. utt_duration=1289 frames, utt_pad_proportion=0.05292, over 7086.61 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3234, pruned_loss=0.08642, over 2475072.25 frames. utt_duration=434.8 frames, utt_pad_proportion=0.0792, over 22844.11 utterances.], batch size: 259, lr: 4.03e-04
2022-08-25 09:36:44,962 INFO [train.py:927] (2/8) Epoch 9, batch 5200, giga_loss[loss=0.2276, simple_loss=0.3053, pruned_loss=0.07496, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03546, over 40.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3204, pruned_loss=0.08411, over 2473886.26 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07479, over 21372.36 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2966, pruned_loss=0.06113, over 2287672.20 frames. utt_duration=1288 frames, utt_pad_proportion=0.05249, over 7114.60 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3222, pruned_loss=0.08626, over 2474787.71 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07553, over 22803.98 utterances.], batch size: 40, lr: 4.03e-04
2022-08-25 09:38:32,294 INFO [train.py:927] (2/8) Epoch 9, batch 5250, giga_loss[loss=0.2461, simple_loss=0.3243, pruned_loss=0.08392, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3199, pruned_loss=0.08451, over 2473707.82 frames. utt_duration=466 frames, utt_pad_proportion=0.07901, over 21302.27 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.06154, over 2294218.94 frames. utt_duration=1287 frames, utt_pad_proportion=0.05112, over 7137.01 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3216, pruned_loss=0.08665, over 2474336.24 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08001, over 22889.49 utterances.], batch size: 105, lr: 4.03e-04
2022-08-25 09:40:19,555 INFO [train.py:927] (2/8) Epoch 9, batch 5300, giga_loss[loss=0.1998, simple_loss=0.2931, pruned_loss=0.05328, over 12345.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02924, over 66.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3176, pruned_loss=0.08351, over 2473875.95 frames. utt_duration=484 frames, utt_pad_proportion=0.07859, over 20507.47 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.297, pruned_loss=0.06142, over 2299329.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.05089, over 7167.23 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08589, over 2474547.02 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07975, over 22101.62 utterances.], batch size: 66, lr: 4.03e-04
2022-08-25 09:42:04,544 INFO [train.py:927] (2/8) Epoch 9, batch 5350, giga_loss[loss=0.2413, simple_loss=0.3288, pruned_loss=0.07694, over 12408.00 frames. utt_duration=578.5 frames, utt_pad_proportion=0.039, over 86.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3176, pruned_loss=0.08327, over 2473782.74 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07712, over 20241.38 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2969, pruned_loss=0.06143, over 2302534.67 frames. utt_duration=1288 frames, utt_pad_proportion=0.05007, over 7159.88 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3197, pruned_loss=0.08553, over 2474528.82 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07852, over 21735.70 utterances.], batch size: 86, lr: 4.03e-04
2022-08-25 09:43:50,509 INFO [train.py:927] (2/8) Epoch 9, batch 5400, libri_loss[loss=0.2568, simple_loss=0.3444, pruned_loss=0.08456, over 12423.00 frames. utt_duration=415.6 frames, utt_pad_proportion=0.3507, over 120.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3198, pruned_loss=0.08493, over 2473753.74 frames. utt_duration=488.4 frames, utt_pad_proportion=0.08058, over 20320.16 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2977, pruned_loss=0.06183, over 2305855.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05956, over 7318.48 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3212, pruned_loss=0.08681, over 2474421.92 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07881, over 21604.21 utterances.], batch size: 120, lr: 4.03e-04
2022-08-25 09:45:38,277 INFO [train.py:927] (2/8) Epoch 9, batch 5450, giga_loss[loss=0.2732, simple_loss=0.3482, pruned_loss=0.09911, over 12360.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 182.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3219, pruned_loss=0.08532, over 2474186.85 frames. utt_duration=465 frames, utt_pad_proportion=0.08483, over 21348.63 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06187, over 2308515.17 frames. utt_duration=1263 frames, utt_pad_proportion=0.05879, over 7317.68 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.323, pruned_loss=0.08711, over 2474580.04 frames. utt_duration=440.4 frames, utt_pad_proportion=0.08365, over 22548.37 utterances.], batch size: 182, lr: 4.03e-04
2022-08-25 09:47:23,323 INFO [train.py:927] (2/8) Epoch 9, batch 5500, giga_loss[loss=0.2439, simple_loss=0.3235, pruned_loss=0.08216, over 12150.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03894, over 33.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3229, pruned_loss=0.08389, over 2474175.97 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07951, over 20556.41 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2982, pruned_loss=0.06188, over 2311770.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05779, over 7319.25 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3242, pruned_loss=0.0857, over 2474539.95 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07925, over 21757.13 utterances.], batch size: 33, lr: 4.03e-04
2022-08-25 09:49:06,877 INFO [train.py:927] (2/8) Epoch 9, batch 5550, libri_loss[loss=0.1859, simple_loss=0.269, pruned_loss=0.05141, over 12281.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006246, over 32.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3247, pruned_loss=0.08575, over 2474063.63 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07884, over 20759.22 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2976, pruned_loss=0.06163, over 2316370.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.05658, over 7297.08 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3269, pruned_loss=0.08803, over 2474549.14 frames. utt_duration=449.3 frames, utt_pad_proportion=0.0792, over 22102.95 utterances.], batch size: 32, lr: 4.03e-04
2022-08-25 09:50:52,383 INFO [train.py:927] (2/8) Epoch 9, batch 5600, giga_loss[loss=0.2, simple_loss=0.2952, pruned_loss=0.05241, over 12457.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03063, over 75.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3274, pruned_loss=0.08897, over 2474093.77 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08869, over 22901.00 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2978, pruned_loss=0.06172, over 2319301.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.0602, over 7376.20 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3295, pruned_loss=0.09113, over 2474639.61 frames. utt_duration=411.6 frames, utt_pad_proportion=0.08758, over 24133.20 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:52:36,706 INFO [train.py:927] (2/8) Epoch 9, batch 5650, giga_loss[loss=0.2105, simple_loss=0.3057, pruned_loss=0.05766, over 12471.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.02968, over 55.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3253, pruned_loss=0.0862, over 2473959.53 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08377, over 21811.82 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.06138, over 2324319.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.05881, over 7366.82 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3283, pruned_loss=0.08905, over 2474697.34 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08372, over 23280.22 utterances.], batch size: 55, lr: 4.03e-04
2022-08-25 09:54:23,005 INFO [train.py:927] (2/8) Epoch 9, batch 5700, giga_loss[loss=0.3298, simple_loss=0.3765, pruned_loss=0.1416, over 12376.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09417, over 255.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3257, pruned_loss=0.08498, over 2474308.11 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07947, over 20841.81 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2975, pruned_loss=0.06155, over 2328363.63 frames. utt_duration=1267 frames, utt_pad_proportion=0.05775, over 7360.89 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3286, pruned_loss=0.08776, over 2475265.13 frames. utt_duration=443.6 frames, utt_pad_proportion=0.08017, over 22394.38 utterances.], batch size: 255, lr: 4.03e-04
2022-08-25 09:56:05,423 INFO [train.py:927] (2/8) Epoch 9, batch 5750, giga_loss[loss=0.2742, simple_loss=0.3402, pruned_loss=0.104, over 12438.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04739, over 147.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3241, pruned_loss=0.08416, over 2474493.35 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07569, over 20709.53 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2973, pruned_loss=0.06133, over 2331966.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05679, over 7357.87 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3272, pruned_loss=0.08705, over 2475259.42 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07693, over 22235.60 utterances.], batch size: 147, lr: 4.03e-04
2022-08-25 09:57:51,037 INFO [train.py:927] (2/8) Epoch 9, batch 5800, giga_loss[loss=0.2199, simple_loss=0.3003, pruned_loss=0.06977, over 12396.00 frames. utt_duration=478.1 frames, utt_pad_proportion=0.03021, over 104.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3221, pruned_loss=0.0839, over 2474853.42 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08281, over 21461.52 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.06137, over 2338401.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06339, over 7477.20 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3258, pruned_loss=0.08715, over 2475352.99 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08171, over 23151.89 utterances.], batch size: 104, lr: 4.03e-04
2022-08-25 09:59:38,663 INFO [train.py:927] (2/8) Epoch 9, batch 5850, giga_loss[loss=0.2198, simple_loss=0.2885, pruned_loss=0.0756, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04165, over 37.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08324, over 2474547.42 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07863, over 20527.60 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2971, pruned_loss=0.06131, over 2341800.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.06237, over 7481.22 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3231, pruned_loss=0.08638, over 2474911.96 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07842, over 22174.07 utterances.], batch size: 37, lr: 4.02e-04
2022-08-25 10:01:20,796 INFO [train.py:927] (2/8) Epoch 9, batch 5900, libri_loss[loss=0.1581, simple_loss=0.2449, pruned_loss=0.03565, over 12207.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.05886, over 27.00 utterances.], tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08152, over 2474802.72 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07586, over 20408.83 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2968, pruned_loss=0.06121, over 2344908.51 frames. utt_duration=1257 frames, utt_pad_proportion=0.06176, over 7469.27 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3206, pruned_loss=0.08461, over 2475272.17 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07616, over 22031.12 utterances.], batch size: 27, lr: 4.02e-04
2022-08-25 10:03:03,972 INFO [train.py:927] (2/8) Epoch 9, batch 5950, giga_loss[loss=0.2149, simple_loss=0.3039, pruned_loss=0.06299, over 12341.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02959, over 85.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3151, pruned_loss=0.07963, over 2474657.16 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07496, over 20517.86 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06129, over 2348432.86 frames. utt_duration=1261 frames, utt_pad_proportion=0.06033, over 7458.30 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3184, pruned_loss=0.08257, over 2475351.69 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0758, over 22177.35 utterances.], batch size: 85, lr: 4.02e-04
2022-08-25 10:04:54,461 INFO [train.py:927] (2/8) Epoch 9, batch 6000, giga_loss[loss=0.2005, simple_loss=0.2869, pruned_loss=0.05702, over 12455.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.0309, over 75.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3147, pruned_loss=0.0801, over 2475124.05 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07227, over 21241.86 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2969, pruned_loss=0.06126, over 2350135.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.06043, over 7472.36 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08269, over 2475839.56 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07314, over 22720.46 utterances.], batch size: 75, lr: 4.02e-04
2022-08-25 10:04:54,462 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 10:05:09,991 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1964, simple_loss=0.314, pruned_loss=0.03941, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 10:06:53,232 INFO [train.py:927] (2/8) Epoch 9, batch 6050, giga_loss[loss=0.2143, simple_loss=0.3032, pruned_loss=0.06271, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02697, over 45.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3151, pruned_loss=0.08039, over 2475408.26 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07652, over 21325.32 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2972, pruned_loss=0.06116, over 2353265.42 frames. utt_duration=1264 frames, utt_pad_proportion=0.05925, over 7456.74 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08296, over 2475952.97 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07744, over 22829.40 utterances.], batch size: 45, lr: 4.02e-04
2022-08-25 10:08:35,821 INFO [train.py:927] (2/8) Epoch 9, batch 6100, libri_loss[loss=0.1739, simple_loss=0.2672, pruned_loss=0.04033, over 12192.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005074, over 33.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.08005, over 2474653.46 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07448, over 21047.48 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2966, pruned_loss=0.06074, over 2356541.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05781, over 7415.38 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08315, over 2475985.37 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07594, over 22756.34 utterances.], batch size: 33, lr: 4.02e-04
2022-08-25 10:10:23,222 INFO [train.py:927] (2/8) Epoch 9, batch 6150, giga_loss[loss=0.2028, simple_loss=0.2845, pruned_loss=0.06049, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04025, over 28.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3152, pruned_loss=0.08049, over 2474572.96 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07432, over 21141.10 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.06071, over 2358052.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.05725, over 7401.26 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.318, pruned_loss=0.0832, over 2475845.86 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07571, over 22678.88 utterances.], batch size: 28, lr: 4.02e-04
2022-08-25 10:12:10,288 INFO [train.py:927] (2/8) Epoch 9, batch 6200, giga_loss[loss=0.2185, simple_loss=0.3063, pruned_loss=0.06533, over 12261.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02829, over 54.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3146, pruned_loss=0.07962, over 2473290.81 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07472, over 20082.12 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.06022, over 2365251.63 frames. utt_duration=1287 frames, utt_pad_proportion=0.05445, over 7360.41 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3187, pruned_loss=0.08346, over 2474459.75 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07704, over 22184.68 utterances.], batch size: 54, lr: 4.02e-04
2022-08-25 10:13:59,417 INFO [train.py:927] (2/8) Epoch 9, batch 6250, giga_loss[loss=0.2716, simple_loss=0.3429, pruned_loss=0.1001, over 12431.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05451, over 162.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3159, pruned_loss=0.0805, over 2473556.45 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07624, over 20298.29 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2961, pruned_loss=0.0603, over 2366539.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.05482, over 7380.06 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3191, pruned_loss=0.08375, over 2474793.12 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07797, over 22126.66 utterances.], batch size: 162, lr: 4.02e-04
2022-08-25 10:15:48,303 INFO [train.py:927] (2/8) Epoch 9, batch 6300, giga_loss[loss=0.2554, simple_loss=0.338, pruned_loss=0.0864, over 12408.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03577, over 113.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3168, pruned_loss=0.0807, over 2473953.52 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07498, over 20674.82 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2959, pruned_loss=0.06008, over 2369509.91 frames. utt_duration=1283 frames, utt_pad_proportion=0.05446, over 7393.40 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.084, over 2475128.14 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07675, over 22459.81 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:17:36,286 INFO [train.py:927] (2/8) Epoch 9, batch 6350, giga_loss[loss=0.2571, simple_loss=0.3279, pruned_loss=0.09312, over 12367.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06097, over 182.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08053, over 2474710.16 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07438, over 20950.19 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05984, over 2371765.40 frames. utt_duration=1286 frames, utt_pad_proportion=0.05347, over 7384.67 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.32, pruned_loss=0.08384, over 2475971.57 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07627, over 22691.62 utterances.], batch size: 182, lr: 4.02e-04
2022-08-25 10:19:23,295 INFO [train.py:927] (2/8) Epoch 9, batch 6400, giga_loss[loss=0.2275, simple_loss=0.2961, pruned_loss=0.07945, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02608, over 48.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3159, pruned_loss=0.08076, over 2474934.95 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07325, over 20476.38 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06004, over 2374175.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.05237, over 7387.00 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3188, pruned_loss=0.08371, over 2476084.51 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07538, over 22176.52 utterances.], batch size: 48, lr: 4.02e-04
2022-08-25 10:21:11,757 INFO [train.py:927] (2/8) Epoch 9, batch 6450, giga_loss[loss=0.2299, simple_loss=0.3056, pruned_loss=0.07714, over 12474.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03433, over 43.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3157, pruned_loss=0.08134, over 2474095.28 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07503, over 20608.33 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2961, pruned_loss=0.06021, over 2375997.29 frames. utt_duration=1285 frames, utt_pad_proportion=0.05192, over 7403.18 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3181, pruned_loss=0.08391, over 2475168.24 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07689, over 22181.39 utterances.], batch size: 43, lr: 4.02e-04
2022-08-25 10:22:57,655 INFO [train.py:927] (2/8) Epoch 9, batch 6500, libri_loss[loss=0.2261, simple_loss=0.3075, pruned_loss=0.07229, over 12266.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008538, over 37.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3157, pruned_loss=0.08115, over 2473754.73 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07015, over 20362.18 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06018, over 2377662.08 frames. utt_duration=1286 frames, utt_pad_proportion=0.05141, over 7405.98 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3181, pruned_loss=0.0836, over 2474872.26 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07224, over 21850.04 utterances.], batch size: 37, lr: 4.02e-04
2022-08-25 10:24:40,402 INFO [train.py:927] (2/8) Epoch 9, batch 6550, giga_loss[loss=0.2249, simple_loss=0.2967, pruned_loss=0.07656, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03154, over 39.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3168, pruned_loss=0.08183, over 2473960.75 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06758, over 19901.76 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06021, over 2379112.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.05181, over 7429.72 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3189, pruned_loss=0.08402, over 2474844.23 frames. utt_duration=467.9 frames, utt_pad_proportion=0.06941, over 21222.05 utterances.], batch size: 39, lr: 4.02e-04
2022-08-25 10:26:24,137 INFO [train.py:927] (2/8) Epoch 9, batch 6600, giga_loss[loss=0.2314, simple_loss=0.3138, pruned_loss=0.0745, over 12479.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02877, over 55.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08155, over 2474707.85 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07036, over 19805.48 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2964, pruned_loss=0.06035, over 2382554.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.05066, over 7440.55 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3186, pruned_loss=0.08389, over 2475285.11 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07221, over 21252.31 utterances.], batch size: 55, lr: 4.02e-04
2022-08-25 10:28:10,403 INFO [train.py:927] (2/8) Epoch 9, batch 6650, giga_loss[loss=0.2842, simple_loss=0.3439, pruned_loss=0.1122, over 12346.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2107, over 372.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3176, pruned_loss=0.08235, over 2474555.36 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07762, over 20455.58 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.297, pruned_loss=0.06049, over 2384540.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.05062, over 7456.20 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08458, over 2475291.25 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07883, over 21885.20 utterances.], batch size: 372, lr: 4.02e-04
2022-08-25 10:29:56,200 INFO [train.py:927] (2/8) Epoch 9, batch 6700, giga_loss[loss=0.2116, simple_loss=0.291, pruned_loss=0.06614, over 12191.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04143, over 28.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3182, pruned_loss=0.0829, over 2473913.09 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07774, over 20501.80 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2972, pruned_loss=0.06048, over 2386602.63 frames. utt_duration=1284 frames, utt_pad_proportion=0.04962, over 7442.98 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08517, over 2474639.13 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07919, over 21935.96 utterances.], batch size: 28, lr: 4.02e-04
2022-08-25 10:31:38,544 INFO [train.py:927] (2/8) Epoch 9, batch 6750, libri_loss[loss=0.2231, simple_loss=0.3091, pruned_loss=0.06856, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00585, over 34.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3197, pruned_loss=0.08468, over 2473400.20 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07734, over 20697.98 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2968, pruned_loss=0.06035, over 2388889.01 frames. utt_duration=1280 frames, utt_pad_proportion=0.05029, over 7476.65 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3218, pruned_loss=0.08723, over 2474252.59 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07867, over 22179.86 utterances.], batch size: 34, lr: 4.02e-04
2022-08-25 10:33:23,488 INFO [train.py:927] (2/8) Epoch 9, batch 6800, giga_loss[loss=0.207, simple_loss=0.2945, pruned_loss=0.0598, over 12351.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.05183, over 34.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3214, pruned_loss=0.08604, over 2473057.61 frames. utt_duration=471.2 frames, utt_pad_proportion=0.08031, over 21057.21 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2967, pruned_loss=0.06028, over 2390043.22 frames. utt_duration=1284 frames, utt_pad_proportion=0.04975, over 7453.29 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3236, pruned_loss=0.08853, over 2474177.66 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08146, over 22477.59 utterances.], batch size: 34, lr: 4.02e-04
2022-08-25 10:35:05,827 INFO [train.py:927] (2/8) Epoch 9, batch 6850, giga_loss[loss=0.2573, simple_loss=0.3249, pruned_loss=0.0949, over 12461.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03435, over 105.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3213, pruned_loss=0.08544, over 2473057.68 frames. utt_duration=464.6 frames, utt_pad_proportion=0.08214, over 21361.74 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.297, pruned_loss=0.06033, over 2391304.76 frames. utt_duration=1275 frames, utt_pad_proportion=0.05333, over 7508.24 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3233, pruned_loss=0.08789, over 2474329.23 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08223, over 22712.09 utterances.], batch size: 105, lr: 4.02e-04
2022-08-25 10:36:47,779 INFO [train.py:927] (2/8) Epoch 9, batch 6900, giga_loss[loss=0.326, simple_loss=0.3715, pruned_loss=0.1402, over 12370.00 frames. utt_duration=194 frames, utt_pad_proportion=0.102, over 257.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.32, pruned_loss=0.08442, over 2473447.32 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07785, over 20831.64 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2972, pruned_loss=0.06029, over 2393008.04 frames. utt_duration=1280 frames, utt_pad_proportion=0.05235, over 7487.68 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08694, over 2474755.03 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07862, over 22225.74 utterances.], batch size: 257, lr: 4.01e-04
2022-08-25 10:38:33,528 INFO [train.py:927] (2/8) Epoch 9, batch 6950, giga_loss[loss=0.257, simple_loss=0.333, pruned_loss=0.09051, over 12387.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02546, over 66.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3215, pruned_loss=0.08572, over 2473585.61 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07656, over 20921.02 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2969, pruned_loss=0.06023, over 2394895.32 frames. utt_duration=1285 frames, utt_pad_proportion=0.05144, over 7464.60 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3239, pruned_loss=0.08836, over 2474740.02 frames. utt_duration=444 frames, utt_pad_proportion=0.0777, over 22367.92 utterances.], batch size: 66, lr: 4.01e-04
2022-08-25 10:40:25,111 INFO [train.py:927] (2/8) Epoch 9, batch 7000, giga_loss[loss=0.2708, simple_loss=0.3193, pruned_loss=0.1111, over 12346.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1954, over 365.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3232, pruned_loss=0.0881, over 2473579.58 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08075, over 21874.17 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2971, pruned_loss=0.06034, over 2395928.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.05122, over 7476.62 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3253, pruned_loss=0.09042, over 2474603.52 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08155, over 23181.96 utterances.], batch size: 365, lr: 4.01e-04
2022-08-25 10:42:09,402 INFO [train.py:927] (2/8) Epoch 9, batch 7050, giga_loss[loss=0.247, simple_loss=0.3249, pruned_loss=0.08461, over 12412.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04311, over 146.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3233, pruned_loss=0.08771, over 2473658.21 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07882, over 21382.02 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2974, pruned_loss=0.06041, over 2398237.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.05011, over 7475.13 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09042, over 2474828.94 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08027, over 22896.02 utterances.], batch size: 146, lr: 4.01e-04
2022-08-25 10:43:53,146 INFO [train.py:927] (2/8) Epoch 9, batch 7100, giga_loss[loss=0.2302, simple_loss=0.31, pruned_loss=0.07522, over 12450.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02939, over 80.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3224, pruned_loss=0.08622, over 2473941.32 frames. utt_duration=463 frames, utt_pad_proportion=0.07845, over 21439.29 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.06031, over 2399785.75 frames. utt_duration=1286 frames, utt_pad_proportion=0.04936, over 7471.16 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3248, pruned_loss=0.08909, over 2475196.86 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08007, over 22973.44 utterances.], batch size: 80, lr: 4.01e-04
2022-08-25 10:45:35,894 INFO [train.py:927] (2/8) Epoch 9, batch 7150, giga_loss[loss=0.237, simple_loss=0.3105, pruned_loss=0.08176, over 12369.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0312, over 97.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3227, pruned_loss=0.0862, over 2473876.79 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07592, over 21983.79 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2972, pruned_loss=0.06026, over 2401594.64 frames. utt_duration=1286 frames, utt_pad_proportion=0.04921, over 7477.83 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3255, pruned_loss=0.08938, over 2475598.08 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07768, over 23678.16 utterances.], batch size: 97, lr: 4.01e-04
2022-08-25 10:47:20,684 INFO [train.py:927] (2/8) Epoch 9, batch 7200, giga_loss[loss=0.2342, simple_loss=0.3119, pruned_loss=0.0783, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02881, over 42.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3213, pruned_loss=0.08565, over 2473942.75 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07928, over 22454.88 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.0601, over 2403446.36 frames. utt_duration=1286 frames, utt_pad_proportion=0.04921, over 7486.98 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3243, pruned_loss=0.08889, over 2475250.53 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08059, over 24110.84 utterances.], batch size: 42, lr: 4.01e-04
2022-08-25 10:49:05,831 INFO [train.py:927] (2/8) Epoch 9, batch 7250, giga_loss[loss=0.2791, simple_loss=0.3398, pruned_loss=0.1092, over 12388.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03899, over 113.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3179, pruned_loss=0.08378, over 2473252.89 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07342, over 21372.94 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2972, pruned_loss=0.06001, over 2404946.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.04893, over 7497.37 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3207, pruned_loss=0.087, over 2474527.78 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07521, over 23010.56 utterances.], batch size: 113, lr: 4.01e-04
2022-08-25 10:50:51,310 INFO [train.py:927] (2/8) Epoch 9, batch 7300, giga_loss[loss=0.2594, simple_loss=0.3261, pruned_loss=0.09634, over 12366.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04339, over 37.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3159, pruned_loss=0.08337, over 2473264.21 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07399, over 21004.80 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2972, pruned_loss=0.05999, over 2406062.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.04815, over 7486.53 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3185, pruned_loss=0.08637, over 2474489.38 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07576, over 22558.83 utterances.], batch size: 37, lr: 4.01e-04
2022-08-25 10:52:35,895 INFO [train.py:927] (2/8) Epoch 9, batch 7350, giga_loss[loss=0.2091, simple_loss=0.2875, pruned_loss=0.06535, over 12354.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1883, over 362.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3153, pruned_loss=0.08149, over 2473807.44 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07397, over 21618.02 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2971, pruned_loss=0.05986, over 2407062.29 frames. utt_duration=1282 frames, utt_pad_proportion=0.04869, over 7521.96 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3177, pruned_loss=0.08427, over 2474780.59 frames. utt_duration=432 frames, utt_pad_proportion=0.07529, over 22995.06 utterances.], batch size: 362, lr: 4.01e-04
2022-08-25 10:54:18,900 INFO [train.py:927] (2/8) Epoch 9, batch 7400, giga_loss[loss=0.195, simple_loss=0.2921, pruned_loss=0.04891, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07821, over 2474317.43 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07226, over 22445.73 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2967, pruned_loss=0.05979, over 2407841.14 frames. utt_duration=1285 frames, utt_pad_proportion=0.04818, over 7502.24 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08076, over 2475303.68 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07361, over 23765.36 utterances.], batch size: 75, lr: 4.01e-04
2022-08-25 10:56:04,130 INFO [train.py:927] (2/8) Epoch 9, batch 7450, giga_loss[loss=0.2183, simple_loss=0.3039, pruned_loss=0.06633, over 12444.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03003, over 80.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3111, pruned_loss=0.07562, over 2474480.65 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07724, over 23128.83 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2973, pruned_loss=0.06022, over 2409623.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.05254, over 7595.96 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3129, pruned_loss=0.07772, over 2475438.45 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07705, over 24518.19 utterances.], batch size: 80, lr: 4.01e-04
2022-08-25 10:57:47,189 INFO [train.py:927] (2/8) Epoch 9, batch 7500, giga_loss[loss=0.2337, simple_loss=0.3124, pruned_loss=0.07751, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03341, over 86.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.311, pruned_loss=0.07361, over 2475043.02 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07589, over 22865.70 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2976, pruned_loss=0.06042, over 2411831.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.06037, over 7734.52 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3127, pruned_loss=0.07564, over 2476133.71 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07386, over 24405.49 utterances.], batch size: 86, lr: 4.01e-04
2022-08-25 10:59:33,197 INFO [train.py:927] (2/8) Epoch 9, batch 7550, giga_loss[loss=0.1971, simple_loss=0.282, pruned_loss=0.05615, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03442, over 105.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.31, pruned_loss=0.07258, over 2475331.25 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07266, over 23396.64 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2975, pruned_loss=0.06041, over 2412441.72 frames. utt_duration=1252 frames, utt_pad_proportion=0.05996, over 7717.22 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3116, pruned_loss=0.0743, over 2476205.20 frames. utt_duration=401.5 frames, utt_pad_proportion=0.0714, over 24761.04 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 11:01:16,869 INFO [train.py:927] (2/8) Epoch 9, batch 7600, giga_loss[loss=0.2146, simple_loss=0.3042, pruned_loss=0.06255, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03452, over 105.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3078, pruned_loss=0.0709, over 2475789.33 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07613, over 24519.43 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2979, pruned_loss=0.06032, over 2413899.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.05937, over 7728.78 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3089, pruned_loss=0.07254, over 2476301.02 frames. utt_duration=384 frames, utt_pad_proportion=0.07528, over 25890.70 utterances.], batch size: 105, lr: 4.01e-04
2022-08-25 11:03:02,857 INFO [train.py:927] (2/8) Epoch 9, batch 7650, giga_loss[loss=0.2451, simple_loss=0.3239, pruned_loss=0.08318, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04463, over 146.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3066, pruned_loss=0.06905, over 2476038.26 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07245, over 24095.24 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2983, pruned_loss=0.06028, over 2414273.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.05888, over 7722.51 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3072, pruned_loss=0.07047, over 2476673.86 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07211, over 25335.45 utterances.], batch size: 146, lr: 4.01e-04
2022-08-25 11:04:46,116 INFO [train.py:927] (2/8) Epoch 9, batch 7700, giga_loss[loss=0.1891, simple_loss=0.2766, pruned_loss=0.05078, over 12427.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02845, over 80.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3039, pruned_loss=0.06693, over 2476391.29 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06905, over 23818.86 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2983, pruned_loss=0.06027, over 2415227.49 frames. utt_duration=1255 frames, utt_pad_proportion=0.05831, over 7709.69 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3045, pruned_loss=0.06815, over 2476886.01 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06912, over 25030.43 utterances.], batch size: 80, lr: 4.01e-04
2022-08-25 11:06:31,107 INFO [train.py:927] (2/8) Epoch 9, batch 7750, giga_loss[loss=0.1938, simple_loss=0.2776, pruned_loss=0.05499, over 12399.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04742, over 31.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2996, pruned_loss=0.06476, over 2476169.65 frames. utt_duration=430 frames, utt_pad_proportion=0.06748, over 23113.46 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2975, pruned_loss=0.05988, over 2416743.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.05702, over 7674.82 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3008, pruned_loss=0.06624, over 2476805.34 frames. utt_duration=405 frames, utt_pad_proportion=0.06806, over 24547.39 utterances.], batch size: 31, lr: 4.01e-04
2022-08-25 11:08:20,981 INFO [train.py:927] (2/8) Epoch 9, batch 7800, giga_loss[loss=0.2459, simple_loss=0.3266, pruned_loss=0.08263, over 12423.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06889, over 212.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.3012, pruned_loss=0.06518, over 2476901.62 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06645, over 23722.87 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2977, pruned_loss=0.06009, over 2417884.93 frames. utt_duration=1263 frames, utt_pad_proportion=0.05634, over 7669.25 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.302, pruned_loss=0.06626, over 2477457.03 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06719, over 25164.93 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 11:10:23,130 INFO [train.py:927] (2/8) Epoch 9, batch 7850, giga_loss[loss=0.22, simple_loss=0.302, pruned_loss=0.06896, over 12433.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03779, over 133.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3009, pruned_loss=0.06405, over 2476036.10 frames. utt_duration=428.2 frames, utt_pad_proportion=0.064, over 23203.90 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2978, pruned_loss=0.06003, over 2418528.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05547, over 7658.01 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3015, pruned_loss=0.06502, over 2476928.56 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06501, over 24633.06 utterances.], batch size: 133, lr: 4.01e-04
2022-08-25 11:12:23,049 INFO [train.py:927] (2/8) Epoch 9, batch 7900, giga_loss[loss=0.1967, simple_loss=0.2786, pruned_loss=0.05739, over 12365.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1913, over 363.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2991, pruned_loss=0.06301, over 2476660.50 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06804, over 24190.24 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2979, pruned_loss=0.0601, over 2419196.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.05954, over 7727.04 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2996, pruned_loss=0.06375, over 2477281.22 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06764, over 25388.92 utterances.], batch size: 363, lr: 4.01e-04
2022-08-25 11:14:33,850 INFO [train.py:927] (2/8) Epoch 9, batch 7950, giga_loss[loss=0.196, simple_loss=0.28, pruned_loss=0.056, over 12418.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07016, over 213.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06128, over 2476841.59 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06558, over 23903.77 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2976, pruned_loss=0.05998, over 2420591.12 frames. utt_duration=1255 frames, utt_pad_proportion=0.05901, over 7721.93 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2973, pruned_loss=0.06204, over 2477646.07 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06557, over 25339.15 utterances.], batch size: 213, lr: 4.01e-04
2022-08-25 11:16:30,967 INFO [train.py:927] (2/8) Epoch 9, batch 8000, giga_loss[loss=0.1788, simple_loss=0.2688, pruned_loss=0.04436, over 12302.00 frames. utt_duration=704.2 frames, utt_pad_proportion=0.034, over 70.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2946, pruned_loss=0.06068, over 2476564.90 frames. utt_duration=410 frames, utt_pad_proportion=0.06763, over 24236.25 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2974, pruned_loss=0.05987, over 2421700.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.05792, over 7696.02 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2952, pruned_loss=0.06142, over 2477465.69 frames. utt_duration=386 frames, utt_pad_proportion=0.06786, over 25759.63 utterances.], batch size: 70, lr: 4.00e-04
2022-08-25 11:18:33,866 INFO [train.py:927] (2/8) Epoch 9, batch 8050, giga_loss[loss=0.248, simple_loss=0.3229, pruned_loss=0.08654, over 12404.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2963, pruned_loss=0.06107, over 2476805.22 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06751, over 24363.80 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2977, pruned_loss=0.06007, over 2422312.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.06202, over 7772.07 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2965, pruned_loss=0.06147, over 2477466.23 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06652, over 25632.87 utterances.], batch size: 212, lr: 4.00e-04
2022-08-25 11:20:47,541 INFO [train.py:927] (2/8) Epoch 9, batch 8100, giga_loss[loss=0.2306, simple_loss=0.3153, pruned_loss=0.07295, over 12382.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07141, over 211.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2935, pruned_loss=0.05935, over 2477375.39 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06498, over 24073.47 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2974, pruned_loss=0.05996, over 2422843.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.06135, over 7751.61 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.05976, over 2478143.92 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06449, over 25306.87 utterances.], batch size: 211, lr: 4.00e-04
2022-08-25 11:22:46,097 INFO [train.py:927] (2/8) Epoch 9, batch 8150, giga_loss[loss=0.2177, simple_loss=0.3178, pruned_loss=0.05877, over 12427.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04242, over 146.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05954, over 2477550.59 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06374, over 24168.13 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2969, pruned_loss=0.05997, over 2424878.89 frames. utt_duration=1257 frames, utt_pad_proportion=0.05958, over 7724.37 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05984, over 2478519.41 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06393, over 25858.04 utterances.], batch size: 146, lr: 4.00e-04
2022-08-25 11:24:49,038 INFO [train.py:927] (2/8) Epoch 9, batch 8200, libri_loss[loss=0.2435, simple_loss=0.3203, pruned_loss=0.08336, over 12302.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006114, over 35.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.297, pruned_loss=0.05876, over 2477730.11 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06649, over 24575.11 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2972, pruned_loss=0.06007, over 2426388.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.06306, over 7788.53 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2973, pruned_loss=0.05888, over 2478570.76 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06563, over 26328.28 utterances.], batch size: 35, lr: 4.00e-04
2022-08-25 11:26:54,328 INFO [train.py:927] (2/8) Epoch 9, batch 8250, libri_loss[loss=0.179, simple_loss=0.2698, pruned_loss=0.04407, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006104, over 32.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2973, pruned_loss=0.05835, over 2477217.38 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06294, over 23292.30 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2968, pruned_loss=0.05988, over 2427806.31 frames. utt_duration=1250 frames, utt_pad_proportion=0.06199, over 7780.07 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2979, pruned_loss=0.05857, over 2478441.93 frames. utt_duration=392.7 frames, utt_pad_proportion=0.06277, over 25326.89 utterances.], batch size: 32, lr: 4.00e-04
2022-08-25 11:29:17,696 INFO [train.py:927] (2/8) Epoch 9, batch 8300, giga_loss[loss=0.2273, simple_loss=0.3152, pruned_loss=0.06973, over 12395.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04135, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2973, pruned_loss=0.05925, over 2477756.37 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06293, over 23705.15 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2965, pruned_loss=0.05981, over 2428640.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.06129, over 7762.45 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2981, pruned_loss=0.05945, over 2478639.35 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06299, over 25544.80 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:31:29,897 INFO [train.py:927] (2/8) Epoch 9, batch 8350, giga_loss[loss=0.1791, simple_loss=0.2715, pruned_loss=0.04334, over 12440.00 frames. utt_duration=276.1 frames, utt_pad_proportion=0.05128, over 181.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2956, pruned_loss=0.0588, over 2477622.41 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06265, over 23366.08 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05978, over 2429998.22 frames. utt_duration=1245 frames, utt_pad_proportion=0.06425, over 7814.30 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2963, pruned_loss=0.05899, over 2478638.62 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06184, over 25282.60 utterances.], batch size: 181, lr: 4.00e-04
2022-08-25 11:33:36,804 INFO [train.py:927] (2/8) Epoch 9, batch 8400, giga_loss[loss=0.2192, simple_loss=0.312, pruned_loss=0.06319, over 12400.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02952, over 97.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05741, over 2477589.08 frames. utt_duration=438 frames, utt_pad_proportion=0.06066, over 22688.04 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2968, pruned_loss=0.05989, over 2430609.88 frames. utt_duration=1247 frames, utt_pad_proportion=0.06321, over 7809.02 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.293, pruned_loss=0.05742, over 2478703.43 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06039, over 24482.97 utterances.], batch size: 97, lr: 4.00e-04
2022-08-25 11:35:40,402 INFO [train.py:927] (2/8) Epoch 9, batch 8450, giga_loss[loss=0.1866, simple_loss=0.2745, pruned_loss=0.04941, over 12471.00 frames. utt_duration=703.8 frames, utt_pad_proportion=0.03056, over 71.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2951, pruned_loss=0.0587, over 2476797.47 frames. utt_duration=444 frames, utt_pad_proportion=0.06073, over 22373.19 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2968, pruned_loss=0.05983, over 2431206.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.06251, over 7790.83 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2952, pruned_loss=0.05874, over 2477993.01 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06072, over 24089.39 utterances.], batch size: 71, lr: 4.00e-04
2022-08-25 11:37:36,648 INFO [train.py:927] (2/8) Epoch 9, batch 8500, giga_loss[loss=0.2004, simple_loss=0.2915, pruned_loss=0.05466, over 12256.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02853, over 54.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2942, pruned_loss=0.05903, over 2477068.12 frames. utt_duration=438.3 frames, utt_pad_proportion=0.06066, over 22665.30 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2968, pruned_loss=0.05984, over 2431682.11 frames. utt_duration=1250 frames, utt_pad_proportion=0.06205, over 7789.95 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2942, pruned_loss=0.05905, over 2477993.49 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06077, over 24142.26 utterances.], batch size: 54, lr: 4.00e-04
2022-08-25 11:39:42,238 INFO [train.py:927] (2/8) Epoch 9, batch 8550, giga_loss[loss=0.2039, simple_loss=0.2983, pruned_loss=0.05477, over 12266.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02787, over 42.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2955, pruned_loss=0.05941, over 2476852.67 frames. utt_duration=451.2 frames, utt_pad_proportion=0.05736, over 22018.31 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2975, pruned_loss=0.06035, over 2432678.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.06065, over 7779.32 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2948, pruned_loss=0.05893, over 2477930.24 frames. utt_duration=420.9 frames, utt_pad_proportion=0.05805, over 23613.63 utterances.], batch size: 42, lr: 4.00e-04
2022-08-25 11:42:09,088 INFO [train.py:927] (2/8) Epoch 9, batch 8600, giga_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.07312, over 12417.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.02824, over 122.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05964, over 2476849.16 frames. utt_duration=434.2 frames, utt_pad_proportion=0.06112, over 22879.90 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2975, pruned_loss=0.06032, over 2433399.62 frames. utt_duration=1255 frames, utt_pad_proportion=0.05954, over 7764.02 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2949, pruned_loss=0.05925, over 2478051.35 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06176, over 24497.46 utterances.], batch size: 122, lr: 4.00e-04
2022-08-25 11:44:14,601 INFO [train.py:927] (2/8) Epoch 9, batch 8650, giga_loss[loss=0.2044, simple_loss=0.2862, pruned_loss=0.06134, over 12360.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03318, over 104.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2914, pruned_loss=0.05863, over 2476970.14 frames. utt_duration=432.8 frames, utt_pad_proportion=0.05976, over 22956.08 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.06017, over 2433931.12 frames. utt_duration=1259 frames, utt_pad_proportion=0.05868, over 7738.99 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2911, pruned_loss=0.05843, over 2478223.34 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06059, over 24530.42 utterances.], batch size: 104, lr: 4.00e-04
2022-08-25 11:46:06,884 INFO [train.py:927] (2/8) Epoch 9, batch 8700, giga_loss[loss=0.2327, simple_loss=0.3122, pruned_loss=0.07661, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03699, over 113.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2914, pruned_loss=0.05905, over 2477270.52 frames. utt_duration=427.5 frames, utt_pad_proportion=0.05886, over 23242.25 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.297, pruned_loss=0.06013, over 2433985.47 frames. utt_duration=1261 frames, utt_pad_proportion=0.05847, over 7731.29 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2913, pruned_loss=0.05893, over 2478394.22 frames. utt_duration=405 frames, utt_pad_proportion=0.05962, over 24550.00 utterances.], batch size: 113, lr: 4.00e-04
2022-08-25 11:48:09,976 INFO [train.py:927] (2/8) Epoch 9, batch 8750, giga_loss[loss=0.2021, simple_loss=0.2964, pruned_loss=0.05393, over 12360.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03278, over 97.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2902, pruned_loss=0.05778, over 2477801.35 frames. utt_duration=421.9 frames, utt_pad_proportion=0.05683, over 23560.01 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06012, over 2434216.54 frames. utt_duration=1262 frames, utt_pad_proportion=0.05828, over 7722.64 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2902, pruned_loss=0.05768, over 2478669.56 frames. utt_duration=403.2 frames, utt_pad_proportion=0.05756, over 24661.46 utterances.], batch size: 97, lr: 4.00e-04
2022-08-25 11:50:24,636 INFO [train.py:927] (2/8) Epoch 9, batch 8800, giga_loss[loss=0.1752, simple_loss=0.2668, pruned_loss=0.04182, over 12466.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03098, over 75.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2885, pruned_loss=0.05693, over 2478046.54 frames. utt_duration=424.6 frames, utt_pad_proportion=0.0609, over 23412.39 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.06035, over 2435146.55 frames. utt_duration=1263 frames, utt_pad_proportion=0.05737, over 7718.61 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2878, pruned_loss=0.05657, over 2478890.50 frames. utt_duration=403.1 frames, utt_pad_proportion=0.0616, over 24668.98 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:52:32,597 INFO [train.py:927] (2/8) Epoch 9, batch 8850, giga_loss[loss=0.214, simple_loss=0.2994, pruned_loss=0.06436, over 12420.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2895, pruned_loss=0.05772, over 2478467.70 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06101, over 23324.46 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2975, pruned_loss=0.06045, over 2435828.12 frames. utt_duration=1264 frames, utt_pad_proportion=0.05666, over 7716.82 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2888, pruned_loss=0.05731, over 2479111.61 frames. utt_duration=405.5 frames, utt_pad_proportion=0.0618, over 24523.89 utterances.], batch size: 182, lr: 4.00e-04
2022-08-25 11:54:36,585 INFO [train.py:927] (2/8) Epoch 9, batch 8900, giga_loss[loss=0.1744, simple_loss=0.2735, pruned_loss=0.0376, over 12440.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04902, over 161.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2896, pruned_loss=0.05752, over 2478785.49 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06157, over 23987.37 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2977, pruned_loss=0.06062, over 2435926.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05735, over 7743.24 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2887, pruned_loss=0.05704, over 2479396.65 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06197, over 24977.38 utterances.], batch size: 161, lr: 4.00e-04
2022-08-25 11:56:35,438 INFO [train.py:927] (2/8) Epoch 9, batch 8950, giga_loss[loss=0.2013, simple_loss=0.2984, pruned_loss=0.05212, over 12399.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02698, over 58.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2923, pruned_loss=0.0579, over 2478806.06 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06673, over 24499.88 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2984, pruned_loss=0.06081, over 2437058.64 frames. utt_duration=1247 frames, utt_pad_proportion=0.06075, over 7824.27 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2908, pruned_loss=0.05726, over 2479214.01 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06595, over 25600.63 utterances.], batch size: 58, lr: 4.00e-04
2022-08-25 11:58:43,001 INFO [train.py:927] (2/8) Epoch 9, batch 9000, libri_loss[loss=0.2008, simple_loss=0.2962, pruned_loss=0.05272, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009851, over 39.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2934, pruned_loss=0.0583, over 2478950.70 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06654, over 25047.89 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2984, pruned_loss=0.06066, over 2437811.43 frames. utt_duration=1245 frames, utt_pad_proportion=0.06047, over 7842.26 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05787, over 2479529.04 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06608, over 26301.83 utterances.], batch size: 39, lr: 4.00e-04
2022-08-25 11:58:43,001 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 11:58:56,848 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1808, simple_loss=0.2906, pruned_loss=0.03546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 12:01:01,117 INFO [train.py:927] (2/8) Epoch 9, batch 9050, giga_loss[loss=0.1965, simple_loss=0.2843, pruned_loss=0.0543, over 12460.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04347, over 34.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2911, pruned_loss=0.05716, over 2478490.03 frames. utt_duration=402 frames, utt_pad_proportion=0.06539, over 24735.95 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2981, pruned_loss=0.06046, over 2438339.40 frames. utt_duration=1248 frames, utt_pad_proportion=0.05955, over 7823.62 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2902, pruned_loss=0.05694, over 2479196.67 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06535, over 26060.14 utterances.], batch size: 34, lr: 4.00e-04
2022-08-25 12:03:01,956 INFO [train.py:927] (2/8) Epoch 9, batch 9100, giga_loss[loss=0.2152, simple_loss=0.3016, pruned_loss=0.06439, over 12380.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.02874, over 85.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2882, pruned_loss=0.05629, over 2477768.48 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06597, over 24508.13 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.06046, over 2439044.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.05865, over 7802.31 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2876, pruned_loss=0.05606, over 2478422.85 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06616, over 25869.49 utterances.], batch size: 85, lr: 3.99e-04
2022-08-25 12:05:09,443 INFO [train.py:927] (2/8) Epoch 9, batch 9150, giga_loss[loss=0.2221, simple_loss=0.3068, pruned_loss=0.06873, over 12390.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2901, pruned_loss=0.05731, over 2477719.60 frames. utt_duration=401.6 frames, utt_pad_proportion=0.0702, over 24752.53 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.298, pruned_loss=0.06064, over 2440521.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06186, over 7879.34 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2893, pruned_loss=0.05684, over 2478296.79 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06944, over 26401.18 utterances.], batch size: 161, lr: 3.99e-04
2022-08-25 12:07:08,505 INFO [train.py:927] (2/8) Epoch 9, batch 9200, giga_loss[loss=0.217, simple_loss=0.3125, pruned_loss=0.0607, over 12422.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.03028, over 122.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2923, pruned_loss=0.05869, over 2478017.18 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06934, over 25265.28 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.06066, over 2441329.02 frames. utt_duration=1231 frames, utt_pad_proportion=0.06539, over 7943.08 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2914, pruned_loss=0.05825, over 2478408.59 frames. utt_duration=371 frames, utt_pad_proportion=0.068, over 26808.90 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:09:12,608 INFO [train.py:927] (2/8) Epoch 9, batch 9250, giga_loss[loss=0.2079, simple_loss=0.3009, pruned_loss=0.05748, over 12448.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04256, over 161.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05854, over 2478231.69 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06887, over 25338.73 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2979, pruned_loss=0.06057, over 2441988.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.0644, over 7924.34 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05823, over 2478607.94 frames. utt_duration=370.1 frames, utt_pad_proportion=0.06811, over 26875.41 utterances.], batch size: 161, lr: 3.99e-04
2022-08-25 12:11:28,591 INFO [train.py:927] (2/8) Epoch 9, batch 9300, giga_loss[loss=0.1956, simple_loss=0.2823, pruned_loss=0.05442, over 12457.00 frames. utt_duration=543 frames, utt_pad_proportion=0.03214, over 92.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.293, pruned_loss=0.05826, over 2478228.09 frames. utt_duration=396 frames, utt_pad_proportion=0.06934, over 25106.85 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2979, pruned_loss=0.06044, over 2442487.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06395, over 7924.13 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2924, pruned_loss=0.05809, over 2478902.07 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06886, over 26729.94 utterances.], batch size: 92, lr: 3.99e-04
2022-08-25 12:13:28,467 INFO [train.py:927] (2/8) Epoch 9, batch 9350, giga_loss[loss=0.2271, simple_loss=0.3029, pruned_loss=0.07562, over 12371.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02759, over 85.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2922, pruned_loss=0.05829, over 2478034.37 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07146, over 25716.79 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2975, pruned_loss=0.06022, over 2443055.77 frames. utt_duration=1239 frames, utt_pad_proportion=0.06314, over 7899.79 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.292, pruned_loss=0.05829, over 2478690.64 frames. utt_duration=364.1 frames, utt_pad_proportion=0.0712, over 27320.84 utterances.], batch size: 85, lr: 3.99e-04
2022-08-25 12:15:34,089 INFO [train.py:927] (2/8) Epoch 9, batch 9400, giga_loss[loss=0.2157, simple_loss=0.2987, pruned_loss=0.06635, over 12435.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07586, over 213.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2916, pruned_loss=0.05859, over 2478051.80 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06651, over 24966.96 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2976, pruned_loss=0.06041, over 2443947.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06195, over 7887.33 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2911, pruned_loss=0.05841, over 2478560.68 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06693, over 26643.40 utterances.], batch size: 213, lr: 3.99e-04
2022-08-25 12:17:37,575 INFO [train.py:927] (2/8) Epoch 9, batch 9450, giga_loss[loss=0.2115, simple_loss=0.3051, pruned_loss=0.05896, over 12432.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03827, over 133.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05766, over 2478286.23 frames. utt_duration=399.3 frames, utt_pad_proportion=0.0646, over 24902.60 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2977, pruned_loss=0.06053, over 2444281.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.06158, over 7888.43 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2907, pruned_loss=0.0574, over 2478695.47 frames. utt_duration=377 frames, utt_pad_proportion=0.06515, over 26381.72 utterances.], batch size: 133, lr: 3.99e-04
2022-08-25 12:19:31,354 INFO [train.py:927] (2/8) Epoch 9, batch 9500, giga_loss[loss=0.2169, simple_loss=0.3029, pruned_loss=0.06542, over 12386.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0307, over 122.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05693, over 2478325.19 frames. utt_duration=404 frames, utt_pad_proportion=0.06539, over 24610.25 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.06031, over 2444927.66 frames. utt_duration=1247 frames, utt_pad_proportion=0.06045, over 7854.52 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05683, over 2478812.34 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06607, over 26167.86 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:21:42,757 INFO [train.py:927] (2/8) Epoch 9, batch 9550, giga_loss[loss=0.1862, simple_loss=0.2814, pruned_loss=0.04553, over 12401.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.03748, over 105.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05689, over 2478245.67 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06644, over 24542.01 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2969, pruned_loss=0.06009, over 2445386.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.06038, over 7855.69 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05694, over 2478800.61 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06696, over 26051.59 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:23:56,919 INFO [train.py:927] (2/8) Epoch 9, batch 9600, giga_loss[loss=0.2338, simple_loss=0.3221, pruned_loss=0.07272, over 12426.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03043, over 122.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2924, pruned_loss=0.05678, over 2477934.10 frames. utt_duration=410.9 frames, utt_pad_proportion=0.0641, over 24195.41 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2964, pruned_loss=0.05998, over 2445930.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05921, over 7825.63 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2927, pruned_loss=0.05681, over 2478749.61 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06502, over 25881.76 utterances.], batch size: 122, lr: 3.99e-04
2022-08-25 12:26:16,662 INFO [train.py:927] (2/8) Epoch 9, batch 9650, giga_loss[loss=0.2368, simple_loss=0.317, pruned_loss=0.07831, over 12432.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2938, pruned_loss=0.05699, over 2478539.72 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06359, over 24555.87 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05978, over 2446697.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05812, over 7796.28 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2944, pruned_loss=0.05712, over 2479237.22 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06466, over 26309.95 utterances.], batch size: 183, lr: 3.99e-04
2022-08-25 12:28:41,840 INFO [train.py:927] (2/8) Epoch 9, batch 9700, giga_loss[loss=0.2003, simple_loss=0.2822, pruned_loss=0.05916, over 12464.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03302, over 40.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2943, pruned_loss=0.05686, over 2478220.31 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06043, over 23685.09 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.0598, over 2447062.99 frames. utt_duration=1257 frames, utt_pad_proportion=0.05767, over 7796.32 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2946, pruned_loss=0.05692, over 2478725.47 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06163, over 25213.41 utterances.], batch size: 40, lr: 3.99e-04
2022-08-25 12:30:55,203 INFO [train.py:927] (2/8) Epoch 9, batch 9750, giga_loss[loss=0.1711, simple_loss=0.2713, pruned_loss=0.03544, over 12440.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.02949, over 75.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2926, pruned_loss=0.0554, over 2478139.64 frames. utt_duration=436.1 frames, utt_pad_proportion=0.05998, over 22790.42 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2967, pruned_loss=0.05999, over 2447485.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.06145, over 7867.98 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2923, pruned_loss=0.05522, over 2478578.98 frames. utt_duration=411.8 frames, utt_pad_proportion=0.05985, over 24141.96 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:32:56,714 INFO [train.py:927] (2/8) Epoch 9, batch 9800, giga_loss[loss=0.2126, simple_loss=0.2955, pruned_loss=0.0649, over 12434.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2924, pruned_loss=0.0556, over 2478465.18 frames. utt_duration=428 frames, utt_pad_proportion=0.06231, over 23226.72 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05991, over 2448316.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06497, over 7922.80 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2922, pruned_loss=0.05542, over 2478868.93 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06114, over 24665.63 utterances.], batch size: 183, lr: 3.99e-04
2022-08-25 12:34:53,591 INFO [train.py:927] (2/8) Epoch 9, batch 9850, libri_loss[loss=0.2284, simple_loss=0.3181, pruned_loss=0.06938, over 12473.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01304, over 40.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2945, pruned_loss=0.05666, over 2478782.39 frames. utt_duration=411 frames, utt_pad_proportion=0.06716, over 24191.57 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2965, pruned_loss=0.05985, over 2448747.37 frames. utt_duration=1239 frames, utt_pad_proportion=0.06422, over 7912.07 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2943, pruned_loss=0.05651, over 2479104.28 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06625, over 25562.60 utterances.], batch size: 40, lr: 3.99e-04
2022-08-25 12:36:52,433 INFO [train.py:927] (2/8) Epoch 9, batch 9900, giga_loss[loss=0.2386, simple_loss=0.3051, pruned_loss=0.08607, over 12390.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09833, over 256.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2925, pruned_loss=0.05668, over 2479112.08 frames. utt_duration=400 frames, utt_pad_proportion=0.06865, over 24867.38 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2965, pruned_loss=0.05977, over 2448894.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06346, over 7898.43 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2924, pruned_loss=0.0566, over 2479658.35 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06811, over 26202.60 utterances.], batch size: 256, lr: 3.99e-04
2022-08-25 12:38:37,978 INFO [train.py:927] (2/8) Epoch 9, batch 9950, giga_loss[loss=0.2322, simple_loss=0.3299, pruned_loss=0.06725, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03032, over 75.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2952, pruned_loss=0.05821, over 2478905.79 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06716, over 24157.27 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.05969, over 2449840.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.06183, over 7863.53 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2953, pruned_loss=0.05812, over 2479442.85 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06725, over 25759.46 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:40:23,499 INFO [train.py:927] (2/8) Epoch 9, batch 10000, giga_loss[loss=0.2186, simple_loss=0.3035, pruned_loss=0.06685, over 12344.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0328, over 97.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.3011, pruned_loss=0.06155, over 2476944.99 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06368, over 22039.84 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.05967, over 2450205.58 frames. utt_duration=1251 frames, utt_pad_proportion=0.06115, over 7843.66 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.3014, pruned_loss=0.06152, over 2477431.37 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06418, over 23530.24 utterances.], batch size: 97, lr: 3.99e-04
2022-08-25 12:42:08,708 INFO [train.py:927] (2/8) Epoch 9, batch 10050, giga_loss[loss=0.2023, simple_loss=0.2858, pruned_loss=0.05934, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02811, over 48.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06039, over 2476825.27 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06218, over 20770.10 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.05967, over 2450712.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.0602, over 7821.95 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2967, pruned_loss=0.06039, over 2477247.34 frames. utt_duration=447.5 frames, utt_pad_proportion=0.06297, over 22204.91 utterances.], batch size: 48, lr: 3.99e-04
2022-08-25 12:43:53,044 INFO [train.py:927] (2/8) Epoch 9, batch 10100, giga_loss[loss=0.1736, simple_loss=0.2551, pruned_loss=0.04609, over 12374.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06529, over 183.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2892, pruned_loss=0.05802, over 2475768.09 frames. utt_duration=485 frames, utt_pad_proportion=0.06341, over 20475.55 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05949, over 2451090.14 frames. utt_duration=1257 frames, utt_pad_proportion=0.0597, over 7810.65 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2893, pruned_loss=0.05818, over 2476319.94 frames. utt_duration=453.3 frames, utt_pad_proportion=0.06417, over 21913.45 utterances.], batch size: 183, lr: 3.99e-04
2022-08-25 12:45:35,689 INFO [train.py:927] (2/8) Epoch 9, batch 10150, giga_loss[loss=0.1518, simple_loss=0.2376, pruned_loss=0.03301, over 12373.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.0311, over 58.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2813, pruned_loss=0.05542, over 2475072.40 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06473, over 20467.26 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2962, pruned_loss=0.0595, over 2451256.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.05948, over 7811.59 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2812, pruned_loss=0.05551, over 2475457.45 frames. utt_duration=458.6 frames, utt_pad_proportion=0.06535, over 21654.58 utterances.], batch size: 58, lr: 3.99e-04
2022-08-25 12:47:19,874 INFO [train.py:927] (2/8) Epoch 9, batch 10200, giga_loss[loss=0.184, simple_loss=0.2581, pruned_loss=0.05497, over 12407.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.0316, over 80.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2766, pruned_loss=0.05403, over 2474006.66 frames. utt_duration=507.6 frames, utt_pad_proportion=0.0635, over 19550.37 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2954, pruned_loss=0.05928, over 2451365.89 frames. utt_duration=1264 frames, utt_pad_proportion=0.05853, over 7768.69 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2766, pruned_loss=0.05415, over 2474927.51 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06451, over 20941.19 utterances.], batch size: 80, lr: 3.98e-04
2022-08-25 12:49:03,006 INFO [train.py:927] (2/8) Epoch 9, batch 10250, giga_loss[loss=0.1773, simple_loss=0.2603, pruned_loss=0.04715, over 12455.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.02842, over 55.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2724, pruned_loss=0.05245, over 2473844.12 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05913, over 18434.80 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2956, pruned_loss=0.0595, over 2451948.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.05725, over 7763.63 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2718, pruned_loss=0.0522, over 2474660.85 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06074, over 19855.43 utterances.], batch size: 55, lr: 3.98e-04
2022-08-25 12:50:47,781 INFO [train.py:927] (2/8) Epoch 9, batch 10300, giga_loss[loss=0.1856, simple_loss=0.2682, pruned_loss=0.05155, over 12405.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05624, over 162.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2695, pruned_loss=0.05168, over 2473870.65 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05953, over 18390.50 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2952, pruned_loss=0.05916, over 2452657.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05662, over 7754.15 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2685, pruned_loss=0.05155, over 2474601.58 frames. utt_duration=498.9 frames, utt_pad_proportion=0.0611, over 19897.73 utterances.], batch size: 162, lr: 3.98e-04
2022-08-25 12:52:29,487 INFO [train.py:927] (2/8) Epoch 9, batch 10350, giga_loss[loss=0.1666, simple_loss=0.2434, pruned_loss=0.04485, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2657, pruned_loss=0.05012, over 2473860.48 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05739, over 17239.65 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05927, over 2453091.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.06057, over 7821.86 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.2641, pruned_loss=0.04966, over 2474738.50 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05744, over 18715.45 utterances.], batch size: 39, lr: 3.98e-04
2022-08-25 12:54:14,256 INFO [train.py:927] (2/8) Epoch 9, batch 10400, giga_loss[loss=0.1883, simple_loss=0.261, pruned_loss=0.05781, over 12386.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2623, pruned_loss=0.04878, over 2474027.58 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05572, over 17382.63 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2949, pruned_loss=0.05918, over 2453714.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.05968, over 7828.57 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2601, pruned_loss=0.04813, over 2474924.65 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05614, over 18903.53 utterances.], batch size: 258, lr: 3.98e-04
2022-08-25 12:55:59,242 INFO [train.py:927] (2/8) Epoch 9, batch 10450, libri_loss[loss=0.1679, simple_loss=0.2496, pruned_loss=0.0431, over 12465.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009529, over 29.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.2685, pruned_loss=0.05204, over 2473291.39 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06088, over 17552.95 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.0589, over 2453904.44 frames. utt_duration=1261 frames, utt_pad_proportion=0.05865, over 7790.15 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.2667, pruned_loss=0.05156, over 2474250.88 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06119, over 19009.92 utterances.], batch size: 29, lr: 3.98e-04
2022-08-25 12:57:42,442 INFO [train.py:927] (2/8) Epoch 9, batch 10500, libri_loss[loss=0.1629, simple_loss=0.2476, pruned_loss=0.03907, over 12181.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01021, over 29.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2781, pruned_loss=0.05644, over 2472243.61 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06116, over 17490.74 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05874, over 2454140.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.05777, over 7779.76 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2764, pruned_loss=0.05605, over 2473624.04 frames. utt_duration=519.3 frames, utt_pad_proportion=0.0618, over 19105.75 utterances.], batch size: 29, lr: 3.98e-04
2022-08-25 12:59:26,913 INFO [train.py:927] (2/8) Epoch 9, batch 10550, giga_loss[loss=0.2001, simple_loss=0.2832, pruned_loss=0.05849, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02382, over 48.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2834, pruned_loss=0.058, over 2472280.68 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05679, over 16964.56 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2934, pruned_loss=0.05877, over 2454169.85 frames. utt_duration=1267 frames, utt_pad_proportion=0.05702, over 7758.24 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.282, pruned_loss=0.05764, over 2473658.08 frames. utt_duration=538.3 frames, utt_pad_proportion=0.05793, over 18433.23 utterances.], batch size: 48, lr: 3.98e-04
2022-08-25 13:01:10,720 INFO [train.py:927] (2/8) Epoch 9, batch 10600, giga_loss[loss=0.2164, simple_loss=0.3221, pruned_loss=0.05531, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03961, over 113.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2878, pruned_loss=0.05946, over 2472321.65 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05788, over 17420.84 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05873, over 2454783.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05607, over 7743.24 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2863, pruned_loss=0.05923, over 2473285.04 frames. utt_duration=526.9 frames, utt_pad_proportion=0.05908, over 18828.50 utterances.], batch size: 113, lr: 3.98e-04
2022-08-25 13:02:55,783 INFO [train.py:927] (2/8) Epoch 9, batch 10650, giga_loss[loss=0.2411, simple_loss=0.321, pruned_loss=0.08063, over 12410.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07205, over 212.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2922, pruned_loss=0.06223, over 2471982.06 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05527, over 16992.21 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05865, over 2455067.05 frames. utt_duration=1272 frames, utt_pad_proportion=0.05529, over 7728.49 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2913, pruned_loss=0.06215, over 2472795.40 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05671, over 18284.84 utterances.], batch size: 212, lr: 3.98e-04
2022-08-25 13:04:39,284 INFO [train.py:927] (2/8) Epoch 9, batch 10700, giga_loss[loss=0.2283, simple_loss=0.3237, pruned_loss=0.06641, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2962, pruned_loss=0.06382, over 2471674.80 frames. utt_duration=592.3 frames, utt_pad_proportion=0.05745, over 16732.71 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.0586, over 2455258.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05824, over 7766.26 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2956, pruned_loss=0.06393, over 2472672.49 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05731, over 18021.21 utterances.], batch size: 97, lr: 3.98e-04
2022-08-25 13:06:22,841 INFO [train.py:927] (2/8) Epoch 9, batch 10750, giga_loss[loss=0.2248, simple_loss=0.3119, pruned_loss=0.06888, over 12454.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06536, over 2471801.92 frames. utt_duration=582.4 frames, utt_pad_proportion=0.05636, over 17019.47 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05864, over 2455405.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05797, over 7778.66 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2997, pruned_loss=0.06553, over 2472788.06 frames. utt_duration=545 frames, utt_pad_proportion=0.05644, over 18198.87 utterances.], batch size: 55, lr: 3.98e-04
2022-08-25 13:08:08,564 INFO [train.py:927] (2/8) Epoch 9, batch 10800, giga_loss[loss=0.226, simple_loss=0.3146, pruned_loss=0.06869, over 12294.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03697, over 51.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3014, pruned_loss=0.06529, over 2471271.31 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05615, over 17140.90 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.293, pruned_loss=0.05859, over 2455384.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05793, over 7766.76 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3013, pruned_loss=0.0655, over 2472134.74 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05624, over 18119.25 utterances.], batch size: 51, lr: 3.98e-04
2022-08-25 13:09:52,831 INFO [train.py:927] (2/8) Epoch 9, batch 10850, giga_loss[loss=0.2029, simple_loss=0.2936, pruned_loss=0.05612, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04026, over 31.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3014, pruned_loss=0.06446, over 2473230.51 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05307, over 16610.32 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05869, over 2456233.04 frames. utt_duration=1266 frames, utt_pad_proportion=0.05659, over 7770.51 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3013, pruned_loss=0.06479, over 2473841.37 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05379, over 17795.83 utterances.], batch size: 31, lr: 3.98e-04
2022-08-25 13:11:35,886 INFO [train.py:927] (2/8) Epoch 9, batch 10900, giga_loss[loss=0.2178, simple_loss=0.3002, pruned_loss=0.06769, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03202, over 62.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3042, pruned_loss=0.0679, over 2473971.46 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0612, over 17497.32 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2941, pruned_loss=0.05899, over 2457189.75 frames. utt_duration=1250 frames, utt_pad_proportion=0.06049, over 7873.38 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3038, pruned_loss=0.06809, over 2474144.63 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05982, over 18635.84 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:13:21,952 INFO [train.py:927] (2/8) Epoch 9, batch 10950, giga_loss[loss=0.2091, simple_loss=0.2925, pruned_loss=0.06286, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02954, over 58.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.304, pruned_loss=0.06891, over 2473428.32 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05743, over 17034.43 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05878, over 2457158.68 frames. utt_duration=1255 frames, utt_pad_proportion=0.05967, over 7841.14 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3042, pruned_loss=0.06944, over 2473884.21 frames. utt_duration=547.1 frames, utt_pad_proportion=0.05683, over 18136.26 utterances.], batch size: 58, lr: 3.98e-04
2022-08-25 13:15:15,189 INFO [train.py:927] (2/8) Epoch 9, batch 11000, giga_loss[loss=0.2156, simple_loss=0.3005, pruned_loss=0.06531, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05364, over 162.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3037, pruned_loss=0.06897, over 2474178.19 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06094, over 17929.48 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.0586, over 2457488.68 frames. utt_duration=1254 frames, utt_pad_proportion=0.05983, over 7849.30 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3043, pruned_loss=0.06973, over 2474461.68 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06028, over 18938.29 utterances.], batch size: 162, lr: 3.98e-04
2022-08-25 13:17:01,369 INFO [train.py:927] (2/8) Epoch 9, batch 11050, giga_loss[loss=0.1837, simple_loss=0.2688, pruned_loss=0.04927, over 12383.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06766, over 2473791.50 frames. utt_duration=546.5 frames, utt_pad_proportion=0.0609, over 18157.44 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2931, pruned_loss=0.05849, over 2457505.41 frames. utt_duration=1259 frames, utt_pad_proportion=0.05862, over 7817.07 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3029, pruned_loss=0.06861, over 2474405.96 frames. utt_duration=515.9 frames, utt_pad_proportion=0.0608, over 19242.42 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:18:48,941 INFO [train.py:927] (2/8) Epoch 9, batch 11100, libri_loss[loss=0.2148, simple_loss=0.3055, pruned_loss=0.0621, over 12279.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008491, over 37.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2978, pruned_loss=0.06544, over 2474132.43 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06328, over 18072.34 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.0585, over 2458111.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05732, over 7802.77 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2983, pruned_loss=0.06644, over 2474594.39 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06361, over 19303.27 utterances.], batch size: 37, lr: 3.98e-04
2022-08-25 13:20:32,914 INFO [train.py:927] (2/8) Epoch 9, batch 11150, giga_loss[loss=0.1672, simple_loss=0.2508, pruned_loss=0.04179, over 12367.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03141, over 58.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2934, pruned_loss=0.06416, over 2474338.56 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07042, over 19473.14 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05846, over 2458145.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.0566, over 7776.94 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.294, pruned_loss=0.0651, over 2474935.94 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0706, over 20669.89 utterances.], batch size: 58, lr: 3.98e-04
2022-08-25 13:22:18,226 INFO [train.py:927] (2/8) Epoch 9, batch 11200, giga_loss[loss=0.2287, simple_loss=0.2976, pruned_loss=0.07985, over 12434.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03783, over 105.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2931, pruned_loss=0.06402, over 2473579.64 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07126, over 19094.64 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05864, over 2458318.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05595, over 7769.36 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2933, pruned_loss=0.06468, over 2474101.66 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0717, over 20207.41 utterances.], batch size: 105, lr: 3.98e-04
2022-08-25 13:23:59,016 INFO [train.py:927] (2/8) Epoch 9, batch 11250, giga_loss[loss=0.1828, simple_loss=0.269, pruned_loss=0.04824, over 12427.00 frames. utt_duration=372.5 frames, utt_pad_proportion=0.04478, over 134.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2908, pruned_loss=0.06314, over 2473750.82 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06898, over 18735.95 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2938, pruned_loss=0.05878, over 2458337.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05529, over 7758.87 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2908, pruned_loss=0.06359, over 2474352.92 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06975, over 19777.03 utterances.], batch size: 134, lr: 3.98e-04
2022-08-25 13:25:42,851 INFO [train.py:927] (2/8) Epoch 9, batch 11300, giga_loss[loss=0.1633, simple_loss=0.2497, pruned_loss=0.03847, over 12349.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2882, pruned_loss=0.06183, over 2473838.40 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07017, over 19043.29 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.0589, over 2458620.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05437, over 7766.24 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.06217, over 2474482.57 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07119, over 20184.61 utterances.], batch size: 66, lr: 3.98e-04
2022-08-25 13:27:24,986 INFO [train.py:927] (2/8) Epoch 9, batch 11350, libri_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.0597, over 12302.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005912, over 35.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2859, pruned_loss=0.061, over 2473305.77 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06747, over 18641.87 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05872, over 2458901.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05317, over 7742.55 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2855, pruned_loss=0.06151, over 2473960.82 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06904, over 19897.53 utterances.], batch size: 35, lr: 3.97e-04
2022-08-25 13:29:07,062 INFO [train.py:927] (2/8) Epoch 9, batch 11400, giga_loss[loss=0.2081, simple_loss=0.2891, pruned_loss=0.06358, over 12377.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03801, over 113.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2826, pruned_loss=0.05955, over 2473236.82 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06511, over 17522.11 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05871, over 2459449.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05242, over 7740.52 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.282, pruned_loss=0.06001, over 2473634.20 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06704, over 18804.68 utterances.], batch size: 113, lr: 3.97e-04
2022-08-25 13:30:49,680 INFO [train.py:927] (2/8) Epoch 9, batch 11450, giga_loss[loss=0.1938, simple_loss=0.277, pruned_loss=0.05533, over 12290.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02584, over 54.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.28, pruned_loss=0.05854, over 2472332.65 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06102, over 16517.96 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05852, over 2459829.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.05074, over 7682.41 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2795, pruned_loss=0.05911, over 2472860.20 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06378, over 18010.20 utterances.], batch size: 54, lr: 3.97e-04
2022-08-25 13:32:34,718 INFO [train.py:927] (2/8) Epoch 9, batch 11500, giga_loss[loss=0.1919, simple_loss=0.2788, pruned_loss=0.05252, over 12242.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03842, over 28.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2812, pruned_loss=0.05926, over 2472169.60 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06168, over 16778.52 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05857, over 2460177.58 frames. utt_duration=1285 frames, utt_pad_proportion=0.04966, over 7665.98 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2805, pruned_loss=0.05968, over 2472601.71 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06433, over 18222.81 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:34:18,885 INFO [train.py:927] (2/8) Epoch 9, batch 11550, giga_loss[loss=0.2389, simple_loss=0.3207, pruned_loss=0.07855, over 12459.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02873, over 80.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.285, pruned_loss=0.06138, over 2472266.27 frames. utt_duration=581 frames, utt_pad_proportion=0.06275, over 17066.18 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05852, over 2460205.58 frames. utt_duration=1286 frames, utt_pad_proportion=0.04926, over 7659.34 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2843, pruned_loss=0.06178, over 2472698.13 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06498, over 18302.43 utterances.], batch size: 80, lr: 3.97e-04
2022-08-25 13:36:03,644 INFO [train.py:927] (2/8) Epoch 9, batch 11600, giga_loss[loss=0.2172, simple_loss=0.3088, pruned_loss=0.06279, over 12453.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.02883, over 55.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2919, pruned_loss=0.06526, over 2472469.55 frames. utt_duration=552.6 frames, utt_pad_proportion=0.0636, over 17946.12 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2934, pruned_loss=0.05846, over 2460124.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.04875, over 7639.58 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2913, pruned_loss=0.06568, over 2473029.03 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06548, over 19064.26 utterances.], batch size: 55, lr: 3.97e-04
2022-08-25 13:37:47,194 INFO [train.py:927] (2/8) Epoch 9, batch 11650, giga_loss[loss=0.2216, simple_loss=0.3082, pruned_loss=0.06748, over 12340.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04682, over 26.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2978, pruned_loss=0.06731, over 2472104.43 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06205, over 17752.00 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2935, pruned_loss=0.05844, over 2460261.01 frames. utt_duration=1291 frames, utt_pad_proportion=0.04799, over 7632.88 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2972, pruned_loss=0.06779, over 2472624.91 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06402, over 18823.28 utterances.], batch size: 26, lr: 3.97e-04
2022-08-25 13:39:29,670 INFO [train.py:927] (2/8) Epoch 9, batch 11700, giga_loss[loss=0.1991, simple_loss=0.2906, pruned_loss=0.05383, over 12353.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02818, over 66.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2998, pruned_loss=0.06703, over 2472893.85 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06291, over 17958.42 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05829, over 2460622.96 frames. utt_duration=1290 frames, utt_pad_proportion=0.04774, over 7637.31 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2994, pruned_loss=0.0677, over 2473211.66 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06462, over 18978.91 utterances.], batch size: 66, lr: 3.97e-04
2022-08-25 13:41:12,319 INFO [train.py:927] (2/8) Epoch 9, batch 11750, giga_loss[loss=0.2147, simple_loss=0.3051, pruned_loss=0.06217, over 12437.00 frames. utt_duration=441.8 frames, utt_pad_proportion=0.03542, over 113.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2993, pruned_loss=0.06577, over 2472743.56 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06197, over 18063.08 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2941, pruned_loss=0.05832, over 2460727.52 frames. utt_duration=1293 frames, utt_pad_proportion=0.04696, over 7619.41 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2987, pruned_loss=0.06648, over 2473194.85 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06376, over 19123.04 utterances.], batch size: 113, lr: 3.97e-04
2022-08-25 13:42:56,981 INFO [train.py:927] (2/8) Epoch 9, batch 11800, giga_loss[loss=0.2327, simple_loss=0.3024, pruned_loss=0.0815, over 12324.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1937, over 366.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2996, pruned_loss=0.06554, over 2473444.30 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06888, over 18517.95 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05827, over 2460901.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.04639, over 7613.15 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2992, pruned_loss=0.06624, over 2473804.48 frames. utt_duration=509.2 frames, utt_pad_proportion=0.07018, over 19489.73 utterances.], batch size: 366, lr: 3.97e-04
2022-08-25 13:44:42,221 INFO [train.py:927] (2/8) Epoch 9, batch 11850, giga_loss[loss=0.2189, simple_loss=0.3169, pruned_loss=0.06045, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3024, pruned_loss=0.06777, over 2473235.11 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06746, over 18491.86 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05808, over 2461190.85 frames. utt_duration=1298 frames, utt_pad_proportion=0.04563, over 7594.84 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3026, pruned_loss=0.0687, over 2473527.36 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06899, over 19530.53 utterances.], batch size: 70, lr: 3.97e-04
2022-08-25 13:46:26,673 INFO [train.py:927] (2/8) Epoch 9, batch 11900, giga_loss[loss=0.2021, simple_loss=0.2914, pruned_loss=0.05641, over 12273.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02687, over 54.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3031, pruned_loss=0.06869, over 2473174.81 frames. utt_duration=550 frames, utt_pad_proportion=0.06573, over 18037.43 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05815, over 2461037.61 frames. utt_duration=1300 frames, utt_pad_proportion=0.04459, over 7582.20 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3035, pruned_loss=0.06973, over 2473979.88 frames. utt_duration=515 frames, utt_pad_proportion=0.06769, over 19271.81 utterances.], batch size: 54, lr: 3.97e-04
2022-08-25 13:48:10,182 INFO [train.py:927] (2/8) Epoch 9, batch 11950, giga_loss[loss=0.2455, simple_loss=0.3324, pruned_loss=0.07931, over 12242.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03778, over 28.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3038, pruned_loss=0.06942, over 2473630.05 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06409, over 17535.04 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05814, over 2461587.24 frames. utt_duration=1300 frames, utt_pad_proportion=0.04426, over 7582.13 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.07067, over 2474227.89 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06626, over 18908.55 utterances.], batch size: 28, lr: 3.97e-04
2022-08-25 13:49:56,646 INFO [train.py:927] (2/8) Epoch 9, batch 12000, giga_loss[loss=0.2391, simple_loss=0.3182, pruned_loss=0.08, over 12448.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04286, over 114.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3053, pruned_loss=0.06997, over 2472889.67 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06503, over 17501.81 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05806, over 2461719.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04411, over 7589.45 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3065, pruned_loss=0.07136, over 2473543.83 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06705, over 18868.92 utterances.], batch size: 114, lr: 3.97e-04
2022-08-25 13:49:56,647 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 13:50:11,630 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1847, simple_loss=0.2908, pruned_loss=0.03928, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 13:51:55,253 INFO [train.py:927] (2/8) Epoch 9, batch 12050, libri_loss[loss=0.2384, simple_loss=0.3335, pruned_loss=0.07166, over 12393.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.05677, over 51.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3049, pruned_loss=0.06979, over 2473392.58 frames. utt_duration=591.1 frames, utt_pad_proportion=0.06382, over 16779.42 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.0581, over 2462099.98 frames. utt_duration=1298 frames, utt_pad_proportion=0.04386, over 7593.69 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.071, over 2473719.73 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06577, over 17984.17 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:53:37,422 INFO [train.py:927] (2/8) Epoch 9, batch 12100, libri_loss[loss=0.2237, simple_loss=0.3121, pruned_loss=0.06769, over 12382.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.01002, over 38.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.0703, over 2472819.28 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06479, over 16622.48 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.05837, over 2462599.93 frames. utt_duration=1273 frames, utt_pad_proportion=0.05146, over 7746.72 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3049, pruned_loss=0.07143, over 2472967.37 frames. utt_duration=558.8 frames, utt_pad_proportion=0.0639, over 17749.25 utterances.], batch size: 38, lr: 3.97e-04
2022-08-25 13:55:20,316 INFO [train.py:927] (2/8) Epoch 9, batch 12150, giga_loss[loss=0.2268, simple_loss=0.3011, pruned_loss=0.07626, over 12300.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02696, over 45.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.305, pruned_loss=0.07104, over 2471956.99 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06869, over 16424.20 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05835, over 2462254.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.05046, over 7715.58 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.306, pruned_loss=0.07227, over 2472633.10 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06826, over 17585.75 utterances.], batch size: 45, lr: 3.97e-04
2022-08-25 13:57:04,546 INFO [train.py:927] (2/8) Epoch 9, batch 12200, giga_loss[loss=0.2458, simple_loss=0.3305, pruned_loss=0.0805, over 12327.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.04829, over 34.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3047, pruned_loss=0.07072, over 2472012.07 frames. utt_duration=607.5 frames, utt_pad_proportion=0.0687, over 16316.91 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05827, over 2462373.18 frames. utt_duration=1281 frames, utt_pad_proportion=0.04983, over 7696.36 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3058, pruned_loss=0.07199, over 2472634.27 frames. utt_duration=569.7 frames, utt_pad_proportion=0.0687, over 17406.50 utterances.], batch size: 34, lr: 3.97e-04
2022-08-25 13:58:48,479 INFO [train.py:927] (2/8) Epoch 9, batch 12250, libri_loss[loss=0.1991, simple_loss=0.3086, pruned_loss=0.04474, over 12480.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008298, over 29.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3049, pruned_loss=0.07051, over 2472003.92 frames. utt_duration=613 frames, utt_pad_proportion=0.06517, over 16170.79 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2939, pruned_loss=0.05819, over 2462742.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.04942, over 7691.30 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3058, pruned_loss=0.07181, over 2472333.81 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06566, over 17192.57 utterances.], batch size: 29, lr: 3.97e-04
2022-08-25 14:00:30,395 INFO [train.py:927] (2/8) Epoch 9, batch 12300, libri_loss[loss=0.2199, simple_loss=0.2964, pruned_loss=0.07169, over 12176.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007128, over 33.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3037, pruned_loss=0.06984, over 2472067.14 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06418, over 15869.85 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2948, pruned_loss=0.05885, over 2462867.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.05691, over 7814.18 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3042, pruned_loss=0.07089, over 2472700.42 frames. utt_duration=583 frames, utt_pad_proportion=0.06189, over 17007.59 utterances.], batch size: 33, lr: 3.97e-04
2022-08-25 14:02:13,547 INFO [train.py:927] (2/8) Epoch 9, batch 12350, giga_loss[loss=0.187, simple_loss=0.2761, pruned_loss=0.049, over 12383.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04184, over 26.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3021, pruned_loss=0.06896, over 2472077.07 frames. utt_duration=622.9 frames, utt_pad_proportion=0.06226, over 15914.11 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2949, pruned_loss=0.05907, over 2463040.32 frames. utt_duration=1264 frames, utt_pad_proportion=0.05595, over 7806.03 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3025, pruned_loss=0.06985, over 2472627.71 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06099, over 17004.90 utterances.], batch size: 26, lr: 3.97e-04
2022-08-25 14:03:55,895 INFO [train.py:927] (2/8) Epoch 9, batch 12400, giga_loss[loss=0.2923, simple_loss=0.343, pruned_loss=0.1208, over 12394.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1001, over 257.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3003, pruned_loss=0.06872, over 2472545.52 frames. utt_duration=605.1 frames, utt_pad_proportion=0.06227, over 16385.52 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2948, pruned_loss=0.05921, over 2463025.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05472, over 7776.34 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.301, pruned_loss=0.06956, over 2473214.03 frames. utt_duration=566.6 frames, utt_pad_proportion=0.0618, over 17505.48 utterances.], batch size: 257, lr: 3.97e-04
2022-08-25 14:05:40,315 INFO [train.py:927] (2/8) Epoch 9, batch 12450, giga_loss[loss=0.2164, simple_loss=0.296, pruned_loss=0.06839, over 12407.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03906, over 133.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2968, pruned_loss=0.06707, over 2472670.89 frames. utt_duration=611.2 frames, utt_pad_proportion=0.05883, over 16221.03 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2948, pruned_loss=0.05925, over 2463261.48 frames. utt_duration=1272 frames, utt_pad_proportion=0.05358, over 7754.30 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2974, pruned_loss=0.06795, over 2473249.41 frames. utt_duration=571 frames, utt_pad_proportion=0.05917, over 17370.88 utterances.], batch size: 133, lr: 3.96e-04
2022-08-25 14:07:24,566 INFO [train.py:927] (2/8) Epoch 9, batch 12500, giga_loss[loss=0.1996, simple_loss=0.2859, pruned_loss=0.05667, over 12342.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.213, simple_loss=0.294, pruned_loss=0.066, over 2472169.58 frames. utt_duration=631.5 frames, utt_pad_proportion=0.05532, over 15695.22 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2952, pruned_loss=0.05962, over 2463490.47 frames. utt_duration=1275 frames, utt_pad_proportion=0.05299, over 7735.29 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2941, pruned_loss=0.06647, over 2472602.05 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05609, over 16779.75 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:09:06,670 INFO [train.py:927] (2/8) Epoch 9, batch 12550, giga_loss[loss=0.184, simple_loss=0.2598, pruned_loss=0.05407, over 12417.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04973, over 34.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2937, pruned_loss=0.06486, over 2473300.95 frames. utt_duration=634.4 frames, utt_pad_proportion=0.05343, over 15631.08 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2954, pruned_loss=0.05978, over 2463646.33 frames. utt_duration=1266 frames, utt_pad_proportion=0.0569, over 7795.94 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2936, pruned_loss=0.06518, over 2473690.76 frames. utt_duration=598.1 frames, utt_pad_proportion=0.05232, over 16585.81 utterances.], batch size: 34, lr: 3.96e-04
2022-08-25 14:10:49,326 INFO [train.py:927] (2/8) Epoch 9, batch 12600, giga_loss[loss=0.1842, simple_loss=0.2823, pruned_loss=0.04304, over 12287.00 frames. utt_duration=849.2 frames, utt_pad_proportion=0.03716, over 58.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2948, pruned_loss=0.06432, over 2473649.54 frames. utt_duration=616.6 frames, utt_pad_proportion=0.05718, over 16086.07 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2962, pruned_loss=0.05995, over 2463606.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05736, over 7822.93 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2939, pruned_loss=0.0645, over 2474157.86 frames. utt_duration=585 frames, utt_pad_proportion=0.05588, over 16959.77 utterances.], batch size: 58, lr: 3.96e-04
2022-08-25 14:12:30,933 INFO [train.py:927] (2/8) Epoch 9, batch 12650, giga_loss[loss=0.2071, simple_loss=0.2868, pruned_loss=0.06371, over 12463.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03446, over 86.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2947, pruned_loss=0.06374, over 2473947.42 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05929, over 17020.72 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2958, pruned_loss=0.06004, over 2464091.17 frames. utt_duration=1265 frames, utt_pad_proportion=0.05615, over 7799.13 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2942, pruned_loss=0.06396, over 2474290.81 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05871, over 18068.20 utterances.], batch size: 86, lr: 3.96e-04
2022-08-25 14:14:14,896 INFO [train.py:927] (2/8) Epoch 9, batch 12700, giga_loss[loss=0.2304, simple_loss=0.314, pruned_loss=0.07339, over 12341.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04028, over 113.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2942, pruned_loss=0.06364, over 2473913.09 frames. utt_duration=577 frames, utt_pad_proportion=0.05792, over 17195.31 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2957, pruned_loss=0.06026, over 2464521.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05576, over 7796.60 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2939, pruned_loss=0.0637, over 2474124.34 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05768, over 18331.70 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:15:58,966 INFO [train.py:927] (2/8) Epoch 9, batch 12750, giga_loss[loss=0.1928, simple_loss=0.2905, pruned_loss=0.04752, over 12378.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02753, over 70.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2951, pruned_loss=0.06377, over 2473366.41 frames. utt_duration=584.8 frames, utt_pad_proportion=0.0551, over 16960.31 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06033, over 2464525.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.0557, over 7784.62 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2948, pruned_loss=0.06378, over 2473565.76 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05508, over 17897.60 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:17:39,487 INFO [train.py:927] (2/8) Epoch 9, batch 12800, giga_loss[loss=0.2195, simple_loss=0.3036, pruned_loss=0.06774, over 12384.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.033, over 80.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2971, pruned_loss=0.06503, over 2472740.02 frames. utt_duration=596 frames, utt_pad_proportion=0.05341, over 16638.02 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.296, pruned_loss=0.06068, over 2464585.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.0542, over 7753.65 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2967, pruned_loss=0.06485, over 2473122.73 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05408, over 17717.02 utterances.], batch size: 80, lr: 3.96e-04
2022-08-25 14:19:21,377 INFO [train.py:927] (2/8) Epoch 9, batch 12850, giga_loss[loss=0.1962, simple_loss=0.2771, pruned_loss=0.05768, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03105, over 42.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06531, over 2472513.66 frames. utt_duration=610 frames, utt_pad_proportion=0.05381, over 16252.17 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.0609, over 2464974.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05403, over 7772.88 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2972, pruned_loss=0.06509, over 2472685.31 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05437, over 17329.33 utterances.], batch size: 42, lr: 3.96e-04
2022-08-25 14:21:04,584 INFO [train.py:927] (2/8) Epoch 9, batch 12900, libri_loss[loss=0.26, simple_loss=0.3365, pruned_loss=0.09181, over 12431.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03448, over 46.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2988, pruned_loss=0.06635, over 2472920.04 frames. utt_duration=601.2 frames, utt_pad_proportion=0.05417, over 16492.85 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2961, pruned_loss=0.06118, over 2464960.83 frames. utt_duration=1271 frames, utt_pad_proportion=0.05351, over 7768.37 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2984, pruned_loss=0.06597, over 2473154.24 frames. utt_duration=568 frames, utt_pad_proportion=0.05478, over 17461.20 utterances.], batch size: 46, lr: 3.96e-04
2022-08-25 14:22:45,771 INFO [train.py:927] (2/8) Epoch 9, batch 12950, giga_loss[loss=0.2094, simple_loss=0.2847, pruned_loss=0.0671, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02933, over 42.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2973, pruned_loss=0.06572, over 2473380.54 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05763, over 17016.95 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2966, pruned_loss=0.06124, over 2464979.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05326, over 7762.98 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2965, pruned_loss=0.06542, over 2473667.17 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05804, over 17906.79 utterances.], batch size: 42, lr: 3.96e-04
2022-08-25 14:24:32,922 INFO [train.py:927] (2/8) Epoch 9, batch 13000, giga_loss[loss=0.2058, simple_loss=0.3017, pruned_loss=0.05493, over 12374.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02529, over 66.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2958, pruned_loss=0.06441, over 2473519.58 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05671, over 16786.54 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2968, pruned_loss=0.06155, over 2464885.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05665, over 7813.78 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.295, pruned_loss=0.06398, over 2474013.33 frames. utt_duration=562 frames, utt_pad_proportion=0.0557, over 17656.96 utterances.], batch size: 66, lr: 3.96e-04
2022-08-25 14:26:13,836 INFO [train.py:927] (2/8) Epoch 9, batch 13050, giga_loss[loss=0.2082, simple_loss=0.2958, pruned_loss=0.06032, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2967, pruned_loss=0.06426, over 2473491.98 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06146, over 17409.21 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2968, pruned_loss=0.06172, over 2464969.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05683, over 7827.54 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2961, pruned_loss=0.06381, over 2473951.89 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06045, over 18242.96 utterances.], batch size: 55, lr: 3.96e-04
2022-08-25 14:27:54,009 INFO [train.py:927] (2/8) Epoch 9, batch 13100, giga_loss[loss=0.2646, simple_loss=0.3264, pruned_loss=0.1014, over 12348.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2956, pruned_loss=0.0646, over 2473876.19 frames. utt_duration=561.5 frames, utt_pad_proportion=0.0628, over 17668.66 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06186, over 2465235.66 frames. utt_duration=1266 frames, utt_pad_proportion=0.05537, over 7796.08 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2952, pruned_loss=0.0642, over 2474281.67 frames. utt_duration=531.8 frames, utt_pad_proportion=0.0625, over 18663.74 utterances.], batch size: 364, lr: 3.96e-04
2022-08-25 14:29:33,451 INFO [train.py:927] (2/8) Epoch 9, batch 13150, giga_loss[loss=0.2265, simple_loss=0.3035, pruned_loss=0.0747, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2944, pruned_loss=0.06516, over 2473798.49 frames. utt_duration=562 frames, utt_pad_proportion=0.06227, over 17654.10 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2967, pruned_loss=0.06225, over 2465216.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05752, over 7832.93 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.294, pruned_loss=0.06463, over 2474500.93 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06149, over 18862.80 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:31:14,008 INFO [train.py:927] (2/8) Epoch 9, batch 13200, giga_loss[loss=0.1987, simple_loss=0.2877, pruned_loss=0.0549, over 12374.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04158, over 133.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2925, pruned_loss=0.06486, over 2474119.27 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06209, over 17971.86 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2966, pruned_loss=0.06231, over 2465416.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05664, over 7817.44 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2922, pruned_loss=0.06444, over 2474635.35 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06184, over 19123.02 utterances.], batch size: 133, lr: 3.96e-04
2022-08-25 14:32:55,002 INFO [train.py:927] (2/8) Epoch 9, batch 13250, giga_loss[loss=0.2105, simple_loss=0.2893, pruned_loss=0.06583, over 12408.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.06311, over 2474342.64 frames. utt_duration=553 frames, utt_pad_proportion=0.06201, over 17944.58 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.297, pruned_loss=0.0626, over 2465425.91 frames. utt_duration=1264 frames, utt_pad_proportion=0.05597, over 7808.25 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06255, over 2474848.12 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06207, over 18989.59 utterances.], batch size: 146, lr: 3.96e-04
2022-08-25 14:34:36,656 INFO [train.py:927] (2/8) Epoch 9, batch 13300, giga_loss[loss=0.208, simple_loss=0.2906, pruned_loss=0.06275, over 12340.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03231, over 51.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2881, pruned_loss=0.06321, over 2474596.36 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06074, over 17599.13 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2974, pruned_loss=0.06317, over 2465815.34 frames. utt_duration=1269 frames, utt_pad_proportion=0.05401, over 7780.16 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2868, pruned_loss=0.06224, over 2475063.87 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06173, over 18945.14 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:36:15,885 INFO [train.py:927] (2/8) Epoch 9, batch 13350, giga_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.05324, over 12247.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03181, over 45.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2894, pruned_loss=0.06319, over 2474907.96 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06118, over 17244.08 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2974, pruned_loss=0.06344, over 2466044.68 frames. utt_duration=1257 frames, utt_pad_proportion=0.0579, over 7857.41 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.288, pruned_loss=0.06216, over 2475361.59 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06048, over 18555.74 utterances.], batch size: 45, lr: 3.96e-04
2022-08-25 14:37:57,470 INFO [train.py:927] (2/8) Epoch 9, batch 13400, giga_loss[loss=0.2561, simple_loss=0.3206, pruned_loss=0.09577, over 12359.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1943, over 365.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2927, pruned_loss=0.06454, over 2475136.48 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06469, over 17880.31 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.06366, over 2466431.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.0568, over 7834.16 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2915, pruned_loss=0.06354, over 2475350.93 frames. utt_duration=518.1 frames, utt_pad_proportion=0.0644, over 19167.75 utterances.], batch size: 365, lr: 3.96e-04
2022-08-25 14:39:41,860 INFO [train.py:927] (2/8) Epoch 9, batch 13450, giga_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07223, over 12265.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02595, over 54.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.298, pruned_loss=0.06835, over 2474918.37 frames. utt_duration=533.2 frames, utt_pad_proportion=0.07, over 18620.04 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2977, pruned_loss=0.06416, over 2466636.85 frames. utt_duration=1249 frames, utt_pad_proportion=0.06006, over 7911.23 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2967, pruned_loss=0.06716, over 2475144.74 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06843, over 19880.80 utterances.], batch size: 54, lr: 3.96e-04
2022-08-25 14:41:30,669 INFO [train.py:927] (2/8) Epoch 9, batch 13500, giga_loss[loss=0.256, simple_loss=0.3362, pruned_loss=0.08792, over 12343.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03046, over 91.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.305, pruned_loss=0.07341, over 2474682.60 frames. utt_duration=516 frames, utt_pad_proportion=0.07345, over 19238.27 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2984, pruned_loss=0.06476, over 2466852.80 frames. utt_duration=1228 frames, utt_pad_proportion=0.06554, over 8042.90 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3034, pruned_loss=0.072, over 2474780.47 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07017, over 20267.30 utterances.], batch size: 91, lr: 3.96e-04
2022-08-25 14:43:13,963 INFO [train.py:927] (2/8) Epoch 9, batch 13550, giga_loss[loss=0.2078, simple_loss=0.2891, pruned_loss=0.06327, over 12341.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03317, over 51.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3106, pruned_loss=0.07711, over 2474313.39 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06979, over 18916.63 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2988, pruned_loss=0.0654, over 2466754.19 frames. utt_duration=1223 frames, utt_pad_proportion=0.06829, over 8078.04 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3093, pruned_loss=0.07576, over 2474822.88 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06631, over 20160.09 utterances.], batch size: 51, lr: 3.96e-04
2022-08-25 14:44:58,571 INFO [train.py:927] (2/8) Epoch 9, batch 13600, giga_loss[loss=0.292, simple_loss=0.3417, pruned_loss=0.1212, over 12357.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1865, over 361.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3159, pruned_loss=0.0812, over 2474361.68 frames. utt_duration=519 frames, utt_pad_proportion=0.07493, over 19124.40 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2991, pruned_loss=0.0658, over 2467140.42 frames. utt_duration=1213 frames, utt_pad_proportion=0.07204, over 8145.14 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3149, pruned_loss=0.08003, over 2474551.02 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07053, over 20243.40 utterances.], batch size: 361, lr: 3.95e-04
2022-08-25 14:46:43,268 INFO [train.py:927] (2/8) Epoch 9, batch 13650, libri_loss[loss=0.1926, simple_loss=0.2857, pruned_loss=0.04977, over 12483.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01213, over 40.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3223, pruned_loss=0.08735, over 2474646.70 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08175, over 21192.94 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2988, pruned_loss=0.0658, over 2467099.55 frames. utt_duration=1218 frames, utt_pad_proportion=0.07103, over 8113.55 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3222, pruned_loss=0.08677, over 2474943.29 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07864, over 22334.71 utterances.], batch size: 40, lr: 3.95e-04
2022-08-25 14:48:33,277 INFO [train.py:927] (2/8) Epoch 9, batch 13700, giga_loss[loss=0.2617, simple_loss=0.353, pruned_loss=0.08524, over 12479.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04087, over 34.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3282, pruned_loss=0.09179, over 2474824.21 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07531, over 21348.82 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2988, pruned_loss=0.06585, over 2466950.01 frames. utt_duration=1219 frames, utt_pad_proportion=0.07047, over 8103.45 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3282, pruned_loss=0.09147, over 2475241.93 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07334, over 22360.76 utterances.], batch size: 34, lr: 3.95e-04
2022-08-25 14:50:22,707 INFO [train.py:927] (2/8) Epoch 9, batch 13750, giga_loss[loss=0.2565, simple_loss=0.3314, pruned_loss=0.09079, over 12364.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02624, over 66.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3303, pruned_loss=0.09388, over 2474553.44 frames. utt_duration=457 frames, utt_pad_proportion=0.07949, over 21730.62 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2992, pruned_loss=0.06606, over 2466983.78 frames. utt_duration=1219 frames, utt_pad_proportion=0.06943, over 8106.33 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3308, pruned_loss=0.09415, over 2475069.96 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07817, over 22902.75 utterances.], batch size: 66, lr: 3.95e-04
2022-08-25 14:52:09,143 INFO [train.py:927] (2/8) Epoch 9, batch 13800, giga_loss[loss=0.2556, simple_loss=0.332, pruned_loss=0.08959, over 12383.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04532, over 146.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3316, pruned_loss=0.09534, over 2474632.08 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07635, over 21551.78 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2997, pruned_loss=0.06667, over 2467097.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.07227, over 8158.22 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3322, pruned_loss=0.09563, over 2475091.99 frames. utt_duration=437 frames, utt_pad_proportion=0.0747, over 22732.46 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 14:53:57,050 INFO [train.py:927] (2/8) Epoch 9, batch 13850, giga_loss[loss=0.294, simple_loss=0.3504, pruned_loss=0.1188, over 12387.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3333, pruned_loss=0.09575, over 2474849.27 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07739, over 21740.57 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2999, pruned_loss=0.06686, over 2467127.55 frames. utt_duration=1201 frames, utt_pad_proportion=0.0763, over 8223.71 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3339, pruned_loss=0.09606, over 2475254.24 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07477, over 22728.48 utterances.], batch size: 182, lr: 3.95e-04
2022-08-25 14:55:44,832 INFO [train.py:927] (2/8) Epoch 9, batch 13900, giga_loss[loss=0.2192, simple_loss=0.3091, pruned_loss=0.06464, over 12348.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03064, over 85.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3337, pruned_loss=0.09439, over 2473496.90 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07498, over 21771.83 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3015, pruned_loss=0.06724, over 2466723.59 frames. utt_duration=1205 frames, utt_pad_proportion=0.07486, over 8197.45 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3336, pruned_loss=0.09494, over 2474346.98 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07348, over 22899.95 utterances.], batch size: 85, lr: 3.95e-04
2022-08-25 14:57:32,252 INFO [train.py:927] (2/8) Epoch 9, batch 13950, giga_loss[loss=0.2532, simple_loss=0.3162, pruned_loss=0.09513, over 12346.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3314, pruned_loss=0.09209, over 2474035.27 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0805, over 22578.73 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.302, pruned_loss=0.06783, over 2466805.41 frames. utt_duration=1194 frames, utt_pad_proportion=0.07788, over 8271.86 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3315, pruned_loss=0.09259, over 2474786.50 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07832, over 23731.18 utterances.], batch size: 366, lr: 3.95e-04
2022-08-25 14:59:17,191 INFO [train.py:927] (2/8) Epoch 9, batch 14000, giga_loss[loss=0.2216, simple_loss=0.3002, pruned_loss=0.0715, over 12360.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02939, over 70.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.328, pruned_loss=0.09017, over 2473998.05 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07972, over 22537.75 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3017, pruned_loss=0.06785, over 2466679.42 frames. utt_duration=1200 frames, utt_pad_proportion=0.07645, over 8235.33 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3291, pruned_loss=0.09109, over 2474890.24 frames. utt_duration=417.1 frames, utt_pad_proportion=0.0785, over 23820.15 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 15:01:04,288 INFO [train.py:927] (2/8) Epoch 9, batch 14050, giga_loss[loss=0.2426, simple_loss=0.3166, pruned_loss=0.08435, over 12342.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03581, over 104.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3252, pruned_loss=0.08819, over 2474119.19 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07652, over 21523.76 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3015, pruned_loss=0.06798, over 2466656.84 frames. utt_duration=1203 frames, utt_pad_proportion=0.07508, over 8212.53 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3267, pruned_loss=0.08929, over 2475016.52 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07612, over 22871.40 utterances.], batch size: 104, lr: 3.95e-04
2022-08-25 15:02:57,837 INFO [train.py:927] (2/8) Epoch 9, batch 14100, giga_loss[loss=0.2592, simple_loss=0.315, pruned_loss=0.1017, over 12373.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2125, over 373.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3249, pruned_loss=0.08709, over 2474900.20 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07542, over 21840.67 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3012, pruned_loss=0.06786, over 2466713.08 frames. utt_duration=1206 frames, utt_pad_proportion=0.07373, over 8191.47 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3269, pruned_loss=0.08851, over 2475732.83 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07558, over 23252.70 utterances.], batch size: 373, lr: 3.95e-04
2022-08-25 15:04:44,030 INFO [train.py:927] (2/8) Epoch 9, batch 14150, giga_loss[loss=0.2646, simple_loss=0.3405, pruned_loss=0.09432, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03048, over 91.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3251, pruned_loss=0.08597, over 2474999.44 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0777, over 22005.90 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3013, pruned_loss=0.06792, over 2466642.52 frames. utt_duration=1207 frames, utt_pad_proportion=0.07344, over 8187.51 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3267, pruned_loss=0.08711, over 2475748.43 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07783, over 23175.83 utterances.], batch size: 91, lr: 3.95e-04
2022-08-25 15:06:31,017 INFO [train.py:927] (2/8) Epoch 9, batch 14200, giga_loss[loss=0.2519, simple_loss=0.3256, pruned_loss=0.08914, over 12373.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03099, over 97.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.324, pruned_loss=0.08547, over 2474460.47 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07625, over 21243.96 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3017, pruned_loss=0.06829, over 2466865.74 frames. utt_duration=1210 frames, utt_pad_proportion=0.07183, over 8164.47 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3257, pruned_loss=0.08662, over 2475107.86 frames. utt_duration=438.7 frames, utt_pad_proportion=0.07702, over 22639.03 utterances.], batch size: 97, lr: 3.95e-04
2022-08-25 15:08:17,682 INFO [train.py:927] (2/8) Epoch 9, batch 14250, giga_loss[loss=0.212, simple_loss=0.2915, pruned_loss=0.06627, over 12374.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03209, over 51.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3216, pruned_loss=0.0846, over 2475132.41 frames. utt_duration=470.6 frames, utt_pad_proportion=0.0768, over 21100.26 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3015, pruned_loss=0.06837, over 2467025.16 frames. utt_duration=1215 frames, utt_pad_proportion=0.07045, over 8132.63 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3236, pruned_loss=0.08583, over 2475682.74 frames. utt_duration=440.9 frames, utt_pad_proportion=0.0779, over 22534.42 utterances.], batch size: 51, lr: 3.95e-04
2022-08-25 15:10:07,695 INFO [train.py:927] (2/8) Epoch 9, batch 14300, giga_loss[loss=0.2208, simple_loss=0.3059, pruned_loss=0.06781, over 12326.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3204, pruned_loss=0.08303, over 2474904.55 frames. utt_duration=501 frames, utt_pad_proportion=0.07078, over 19817.30 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3012, pruned_loss=0.0684, over 2467224.45 frames. utt_duration=1220 frames, utt_pad_proportion=0.06923, over 8100.74 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3226, pruned_loss=0.08432, over 2475336.86 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07254, over 21254.66 utterances.], batch size: 85, lr: 3.95e-04
2022-08-25 15:11:55,574 INFO [train.py:927] (2/8) Epoch 9, batch 14350, giga_loss[loss=0.2222, simple_loss=0.2971, pruned_loss=0.07361, over 12295.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0282, over 45.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3201, pruned_loss=0.08246, over 2474700.01 frames. utt_duration=505.6 frames, utt_pad_proportion=0.0708, over 19635.39 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3012, pruned_loss=0.06848, over 2467125.50 frames. utt_duration=1215 frames, utt_pad_proportion=0.06932, over 8129.39 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3223, pruned_loss=0.08373, over 2475301.95 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07217, over 21019.04 utterances.], batch size: 45, lr: 3.95e-04
2022-08-25 15:13:43,162 INFO [train.py:927] (2/8) Epoch 9, batch 14400, giga_loss[loss=0.2509, simple_loss=0.3206, pruned_loss=0.09062, over 12364.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03132, over 97.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3188, pruned_loss=0.0826, over 2474872.92 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07799, over 20369.02 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3013, pruned_loss=0.06875, over 2466791.01 frames. utt_duration=1196 frames, utt_pad_proportion=0.07655, over 8259.35 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3209, pruned_loss=0.08369, over 2475833.59 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07629, over 21627.41 utterances.], batch size: 97, lr: 3.95e-04
2022-08-25 15:15:30,785 INFO [train.py:927] (2/8) Epoch 9, batch 14450, giga_loss[loss=0.253, simple_loss=0.3296, pruned_loss=0.08816, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03021, over 91.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08234, over 2474743.86 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07405, over 20021.94 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3007, pruned_loss=0.0686, over 2466867.45 frames. utt_duration=1202 frames, utt_pad_proportion=0.07495, over 8218.17 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3199, pruned_loss=0.08372, over 2475690.90 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07343, over 21425.66 utterances.], batch size: 91, lr: 3.95e-04
2022-08-25 15:17:16,041 INFO [train.py:927] (2/8) Epoch 9, batch 14500, giga_loss[loss=0.2491, simple_loss=0.3256, pruned_loss=0.08627, over 12391.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3152, pruned_loss=0.08119, over 2473955.73 frames. utt_duration=516.2 frames, utt_pad_proportion=0.07386, over 19223.13 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3012, pruned_loss=0.0692, over 2466263.87 frames. utt_duration=1196 frames, utt_pad_proportion=0.07711, over 8260.10 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3175, pruned_loss=0.08224, over 2475533.50 frames. utt_duration=479 frames, utt_pad_proportion=0.07269, over 20732.17 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 15:19:02,040 INFO [train.py:927] (2/8) Epoch 9, batch 14550, giga_loss[loss=0.2295, simple_loss=0.3151, pruned_loss=0.07197, over 12335.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03096, over 70.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3158, pruned_loss=0.08165, over 2474058.14 frames. utt_duration=508.3 frames, utt_pad_proportion=0.0743, over 19522.55 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3013, pruned_loss=0.06943, over 2466727.86 frames. utt_duration=1201 frames, utt_pad_proportion=0.07509, over 8228.52 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3179, pruned_loss=0.08267, over 2475172.03 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07401, over 21104.60 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 15:20:48,110 INFO [train.py:927] (2/8) Epoch 9, batch 14600, libri_loss[loss=0.2748, simple_loss=0.3503, pruned_loss=0.09962, over 12353.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01499, over 41.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08039, over 2474687.09 frames. utt_duration=520.6 frames, utt_pad_proportion=0.07249, over 19064.85 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3018, pruned_loss=0.06979, over 2466978.99 frames. utt_duration=1193 frames, utt_pad_proportion=0.07762, over 8282.86 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08114, over 2475528.86 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07142, over 20539.37 utterances.], batch size: 41, lr: 3.95e-04
2022-08-25 15:22:34,710 INFO [train.py:927] (2/8) Epoch 9, batch 14650, giga_loss[loss=0.2346, simple_loss=0.319, pruned_loss=0.07505, over 12455.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02906, over 80.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3155, pruned_loss=0.08018, over 2474742.85 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06961, over 19197.15 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3018, pruned_loss=0.06978, over 2467221.18 frames. utt_duration=1193 frames, utt_pad_proportion=0.07709, over 8283.85 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3171, pruned_loss=0.081, over 2475372.25 frames. utt_duration=482 frames, utt_pad_proportion=0.06905, over 20606.20 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:24:20,015 INFO [train.py:927] (2/8) Epoch 9, batch 14700, giga_loss[loss=0.3037, simple_loss=0.3563, pruned_loss=0.1256, over 12366.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06119, over 182.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08307, over 2475066.53 frames. utt_duration=500 frames, utt_pad_proportion=0.0745, over 19858.77 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.07026, over 2467319.07 frames. utt_duration=1191 frames, utt_pad_proportion=0.07593, over 8294.88 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3197, pruned_loss=0.08376, over 2475790.75 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07418, over 21412.00 utterances.], batch size: 182, lr: 3.95e-04
2022-08-25 15:26:05,705 INFO [train.py:927] (2/8) Epoch 9, batch 14750, libri_loss[loss=0.2162, simple_loss=0.3008, pruned_loss=0.06581, over 12408.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02274, over 43.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3202, pruned_loss=0.08539, over 2475355.09 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07582, over 20683.23 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3021, pruned_loss=0.07016, over 2467413.02 frames. utt_duration=1193 frames, utt_pad_proportion=0.07517, over 8286.01 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3218, pruned_loss=0.08627, over 2475977.65 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07576, over 22139.10 utterances.], batch size: 43, lr: 3.94e-04
2022-08-25 15:27:53,465 INFO [train.py:927] (2/8) Epoch 9, batch 14800, giga_loss[loss=0.2414, simple_loss=0.3242, pruned_loss=0.07932, over 12403.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05595, over 162.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3187, pruned_loss=0.08465, over 2474419.23 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07648, over 20498.56 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.07035, over 2467205.27 frames. utt_duration=1196 frames, utt_pad_proportion=0.07436, over 8259.86 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08536, over 2475191.20 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07666, over 21833.76 utterances.], batch size: 162, lr: 3.94e-04
2022-08-25 15:29:36,452 INFO [train.py:927] (2/8) Epoch 9, batch 14850, giga_loss[loss=0.1972, simple_loss=0.2885, pruned_loss=0.05292, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03315, over 75.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08214, over 2474579.94 frames. utt_duration=492.8 frames, utt_pad_proportion=0.0732, over 20146.03 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3015, pruned_loss=0.07017, over 2467002.91 frames. utt_duration=1206 frames, utt_pad_proportion=0.07225, over 8191.52 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3187, pruned_loss=0.08343, over 2475743.46 frames. utt_duration=455.2 frames, utt_pad_proportion=0.0743, over 21824.59 utterances.], batch size: 75, lr: 3.94e-04
2022-08-25 15:31:22,926 INFO [train.py:927] (2/8) Epoch 9, batch 14900, giga_loss[loss=0.2088, simple_loss=0.2905, pruned_loss=0.06358, over 12445.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05045, over 162.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3143, pruned_loss=0.08144, over 2474142.43 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06993, over 19240.25 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3017, pruned_loss=0.07058, over 2466767.70 frames. utt_duration=1210 frames, utt_pad_proportion=0.07066, over 8165.10 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3165, pruned_loss=0.08241, over 2475502.86 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07166, over 20924.30 utterances.], batch size: 162, lr: 3.94e-04
2022-08-25 15:33:07,776 INFO [train.py:927] (2/8) Epoch 9, batch 14950, giga_loss[loss=0.3091, simple_loss=0.3523, pruned_loss=0.1329, over 12341.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.314, pruned_loss=0.08143, over 2474574.80 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07086, over 19377.80 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3013, pruned_loss=0.07046, over 2467011.30 frames. utt_duration=1218 frames, utt_pad_proportion=0.06911, over 8109.97 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3166, pruned_loss=0.08269, over 2475704.92 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07273, over 21157.66 utterances.], batch size: 370, lr: 3.94e-04
2022-08-25 15:35:02,864 INFO [train.py:927] (2/8) Epoch 9, batch 15000, giga_loss[loss=0.2067, simple_loss=0.3031, pruned_loss=0.0551, over 12394.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02942, over 58.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3172, pruned_loss=0.08119, over 2474398.86 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06724, over 19337.56 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3012, pruned_loss=0.07058, over 2466689.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.06757, over 8074.03 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3197, pruned_loss=0.08237, over 2475784.02 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06954, over 21085.28 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:35:02,866 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 15:35:17,852 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1777, simple_loss=0.2884, pruned_loss=0.03352, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 15:37:03,641 INFO [train.py:927] (2/8) Epoch 9, batch 15050, giga_loss[loss=0.317, simple_loss=0.3743, pruned_loss=0.1298, over 12422.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07233, over 213.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3202, pruned_loss=0.08338, over 2474211.99 frames. utt_duration=487 frames, utt_pad_proportion=0.0747, over 20383.94 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3015, pruned_loss=0.07092, over 2466840.91 frames. utt_duration=1207 frames, utt_pad_proportion=0.07268, over 8182.17 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3219, pruned_loss=0.08409, over 2475226.76 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07416, over 21763.32 utterances.], batch size: 213, lr: 3.94e-04
2022-08-25 15:38:50,226 INFO [train.py:927] (2/8) Epoch 9, batch 15100, giga_loss[loss=0.2354, simple_loss=0.3158, pruned_loss=0.07748, over 12324.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03232, over 85.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3224, pruned_loss=0.08536, over 2474894.67 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0749, over 20888.24 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3017, pruned_loss=0.07113, over 2466964.80 frames. utt_duration=1210 frames, utt_pad_proportion=0.07197, over 8168.47 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3239, pruned_loss=0.08594, over 2475703.47 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07471, over 22154.58 utterances.], batch size: 85, lr: 3.94e-04
2022-08-25 15:40:35,591 INFO [train.py:927] (2/8) Epoch 9, batch 15150, giga_loss[loss=0.2793, simple_loss=0.3382, pruned_loss=0.1102, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3214, pruned_loss=0.08589, over 2474312.37 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07943, over 20831.59 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3021, pruned_loss=0.07128, over 2466704.28 frames. utt_duration=1212 frames, utt_pad_proportion=0.07114, over 8153.04 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3225, pruned_loss=0.0864, over 2475265.75 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07932, over 22004.76 utterances.], batch size: 123, lr: 3.94e-04
2022-08-25 15:42:18,447 INFO [train.py:927] (2/8) Epoch 9, batch 15200, giga_loss[loss=0.2117, simple_loss=0.2901, pruned_loss=0.06663, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03202, over 42.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3219, pruned_loss=0.08765, over 2474039.43 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07741, over 21191.57 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3023, pruned_loss=0.07141, over 2466823.24 frames. utt_duration=1213 frames, utt_pad_proportion=0.07019, over 8145.16 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.323, pruned_loss=0.08819, over 2474818.81 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07776, over 22345.74 utterances.], batch size: 42, lr: 3.94e-04
2022-08-25 15:44:05,589 INFO [train.py:927] (2/8) Epoch 9, batch 15250, libri_loss[loss=0.2296, simple_loss=0.3087, pruned_loss=0.0752, over 12441.00 frames. utt_duration=779 frames, utt_pad_proportion=0.1138, over 64.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3201, pruned_loss=0.08673, over 2474262.74 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07614, over 20650.75 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3022, pruned_loss=0.07147, over 2466883.20 frames. utt_duration=1204 frames, utt_pad_proportion=0.07328, over 8207.77 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3217, pruned_loss=0.08757, over 2475033.41 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07555, over 21884.46 utterances.], batch size: 64, lr: 3.94e-04
2022-08-25 15:45:52,100 INFO [train.py:927] (2/8) Epoch 9, batch 15300, libri_loss[loss=0.244, simple_loss=0.3231, pruned_loss=0.08243, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01372, over 40.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3187, pruned_loss=0.08643, over 2473742.29 frames. utt_duration=471.4 frames, utt_pad_proportion=0.08153, over 21058.33 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3024, pruned_loss=0.07176, over 2467360.41 frames. utt_duration=1197 frames, utt_pad_proportion=0.0761, over 8258.60 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3201, pruned_loss=0.08717, over 2474075.17 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07979, over 22279.91 utterances.], batch size: 40, lr: 3.94e-04
2022-08-25 15:47:38,725 INFO [train.py:927] (2/8) Epoch 9, batch 15350, giga_loss[loss=0.2007, simple_loss=0.2783, pruned_loss=0.06157, over 12451.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.04068, over 26.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3197, pruned_loss=0.08605, over 2474694.45 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07621, over 20406.77 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3024, pruned_loss=0.07201, over 2467592.09 frames. utt_duration=1188 frames, utt_pad_proportion=0.07982, over 8316.43 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.321, pruned_loss=0.08659, over 2474841.23 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07377, over 21488.69 utterances.], batch size: 26, lr: 3.94e-04
2022-08-25 15:49:25,982 INFO [train.py:927] (2/8) Epoch 9, batch 15400, giga_loss[loss=0.2665, simple_loss=0.3177, pruned_loss=0.1076, over 12364.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3196, pruned_loss=0.08528, over 2474269.57 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07464, over 20482.35 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3021, pruned_loss=0.07199, over 2467749.07 frames. utt_duration=1193 frames, utt_pad_proportion=0.07865, over 8285.29 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3212, pruned_loss=0.08596, over 2474360.52 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07315, over 21572.05 utterances.], batch size: 368, lr: 3.94e-04
2022-08-25 15:51:12,099 INFO [train.py:927] (2/8) Epoch 9, batch 15450, giga_loss[loss=0.2614, simple_loss=0.336, pruned_loss=0.09342, over 12397.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3213, pruned_loss=0.08428, over 2474120.43 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07399, over 20188.56 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.302, pruned_loss=0.07199, over 2467593.41 frames. utt_duration=1197 frames, utt_pad_proportion=0.07793, over 8255.21 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3229, pruned_loss=0.08499, over 2474420.00 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07309, over 21248.30 utterances.], batch size: 133, lr: 3.94e-04
2022-08-25 15:52:58,235 INFO [train.py:927] (2/8) Epoch 9, batch 15500, giga_loss[loss=0.2472, simple_loss=0.3275, pruned_loss=0.08343, over 12383.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03478, over 80.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3241, pruned_loss=0.08689, over 2474242.41 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07147, over 20213.28 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3013, pruned_loss=0.07187, over 2467162.12 frames. utt_duration=1206 frames, utt_pad_proportion=0.07636, over 8195.27 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3265, pruned_loss=0.0879, over 2475040.90 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07134, over 21424.66 utterances.], batch size: 80, lr: 3.94e-04
2022-08-25 15:54:44,326 INFO [train.py:927] (2/8) Epoch 9, batch 15550, giga_loss[loss=0.2383, simple_loss=0.3155, pruned_loss=0.08061, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3258, pruned_loss=0.08874, over 2474358.44 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07821, over 21023.20 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3013, pruned_loss=0.07189, over 2467216.31 frames. utt_duration=1208 frames, utt_pad_proportion=0.07497, over 8178.71 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3282, pruned_loss=0.0899, over 2475097.78 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07823, over 22287.45 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:56:28,921 INFO [train.py:927] (2/8) Epoch 9, batch 15600, giga_loss[loss=0.2231, simple_loss=0.3165, pruned_loss=0.06485, over 12469.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3237, pruned_loss=0.08615, over 2474731.09 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07112, over 20096.02 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3014, pruned_loss=0.07206, over 2467267.27 frames. utt_duration=1212 frames, utt_pad_proportion=0.07326, over 8152.61 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3265, pruned_loss=0.08752, over 2475563.52 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07213, over 21593.52 utterances.], batch size: 75, lr: 3.94e-04
2022-08-25 15:58:14,171 INFO [train.py:927] (2/8) Epoch 9, batch 15650, giga_loss[loss=0.306, simple_loss=0.3595, pruned_loss=0.1263, over 12372.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07532, over 212.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3241, pruned_loss=0.08527, over 2474254.11 frames. utt_duration=484 frames, utt_pad_proportion=0.07524, over 20510.39 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3017, pruned_loss=0.07218, over 2467248.56 frames. utt_duration=1217 frames, utt_pad_proportion=0.07186, over 8119.10 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3266, pruned_loss=0.08654, over 2475105.64 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07629, over 22017.48 utterances.], batch size: 212, lr: 3.94e-04
2022-08-25 15:59:59,041 INFO [train.py:927] (2/8) Epoch 9, batch 15700, giga_loss[loss=0.2385, simple_loss=0.3116, pruned_loss=0.0827, over 12324.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03364, over 51.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3238, pruned_loss=0.0853, over 2474738.24 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06962, over 20033.65 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3014, pruned_loss=0.07209, over 2467185.57 frames. utt_duration=1223 frames, utt_pad_proportion=0.07056, over 8080.46 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3265, pruned_loss=0.08671, over 2475646.00 frames. utt_duration=461 frames, utt_pad_proportion=0.0713, over 21550.95 utterances.], batch size: 51, lr: 3.94e-04
2022-08-25 16:01:45,421 INFO [train.py:927] (2/8) Epoch 9, batch 15750, giga_loss[loss=0.2539, simple_loss=0.3235, pruned_loss=0.0922, over 12404.00 frames. utt_duration=974.2 frames, utt_pad_proportion=0.0297, over 51.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3224, pruned_loss=0.08492, over 2474472.59 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07164, over 20627.47 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3014, pruned_loss=0.07204, over 2467187.60 frames. utt_duration=1222 frames, utt_pad_proportion=0.07027, over 8085.85 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.325, pruned_loss=0.08632, over 2475307.53 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07295, over 22041.67 utterances.], batch size: 51, lr: 3.94e-04
2022-08-25 16:03:32,465 INFO [train.py:927] (2/8) Epoch 9, batch 15800, giga_loss[loss=0.223, simple_loss=0.2993, pruned_loss=0.07332, over 12414.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02665, over 58.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.0841, over 2473850.30 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06876, over 20082.52 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3015, pruned_loss=0.07208, over 2467366.51 frames. utt_duration=1224 frames, utt_pad_proportion=0.0695, over 8075.56 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3223, pruned_loss=0.08534, over 2474431.96 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07025, over 21378.01 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 16:05:13,845 INFO [train.py:927] (2/8) Epoch 9, batch 15850, giga_loss[loss=0.2249, simple_loss=0.3151, pruned_loss=0.06738, over 12437.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03181, over 75.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3186, pruned_loss=0.08391, over 2474358.29 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07306, over 20931.39 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3011, pruned_loss=0.07194, over 2467348.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.06881, over 8046.37 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3211, pruned_loss=0.08521, over 2474954.03 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07419, over 22194.48 utterances.], batch size: 75, lr: 3.94e-04
2022-08-25 16:06:55,330 INFO [train.py:927] (2/8) Epoch 9, batch 15900, giga_loss[loss=0.2506, simple_loss=0.3256, pruned_loss=0.08779, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03296, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.316, pruned_loss=0.08131, over 2474435.21 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0715, over 20854.02 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3006, pruned_loss=0.07179, over 2466983.05 frames. utt_duration=1230 frames, utt_pad_proportion=0.06837, over 8035.16 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3187, pruned_loss=0.08271, over 2475407.35 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07269, over 22167.19 utterances.], batch size: 97, lr: 3.93e-04
2022-08-25 16:08:44,391 INFO [train.py:927] (2/8) Epoch 9, batch 15950, giga_loss[loss=0.2082, simple_loss=0.2814, pruned_loss=0.06757, over 12418.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02438, over 48.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3146, pruned_loss=0.08059, over 2473368.57 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06707, over 20237.01 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.301, pruned_loss=0.07181, over 2466886.89 frames. utt_duration=1229 frames, utt_pad_proportion=0.06782, over 8041.52 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3166, pruned_loss=0.08181, over 2474316.94 frames. utt_duration=463 frames, utt_pad_proportion=0.06846, over 21444.49 utterances.], batch size: 48, lr: 3.93e-04
2022-08-25 16:10:27,657 INFO [train.py:927] (2/8) Epoch 9, batch 16000, giga_loss[loss=0.2478, simple_loss=0.307, pruned_loss=0.09434, over 12350.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08079, over 2473935.70 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07421, over 20555.32 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3013, pruned_loss=0.07203, over 2467207.15 frames. utt_duration=1215 frames, utt_pad_proportion=0.07272, over 8133.53 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3161, pruned_loss=0.08172, over 2474511.35 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07339, over 21652.59 utterances.], batch size: 369, lr: 3.93e-04
2022-08-25 16:12:14,477 INFO [train.py:927] (2/8) Epoch 9, batch 16050, giga_loss[loss=0.2454, simple_loss=0.3193, pruned_loss=0.08578, over 12408.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04998, over 161.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3159, pruned_loss=0.0813, over 2474226.58 frames. utt_duration=474 frames, utt_pad_proportion=0.07368, over 20945.27 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.301, pruned_loss=0.07199, over 2467523.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.07138, over 8104.49 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3177, pruned_loss=0.08229, over 2474552.55 frames. utt_duration=449 frames, utt_pad_proportion=0.07349, over 22118.28 utterances.], batch size: 161, lr: 3.93e-04
2022-08-25 16:13:58,590 INFO [train.py:927] (2/8) Epoch 9, batch 16100, giga_loss[loss=0.2999, simple_loss=0.3539, pruned_loss=0.123, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07178, over 212.00 utterances.], tot_loss[loss=0.239, simple_loss=0.315, pruned_loss=0.0815, over 2474263.13 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07179, over 20228.50 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3009, pruned_loss=0.0721, over 2467654.36 frames. utt_duration=1205 frames, utt_pad_proportion=0.07762, over 8199.78 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.0826, over 2474706.01 frames. utt_duration=459.7 frames, utt_pad_proportion=0.06977, over 21604.57 utterances.], batch size: 212, lr: 3.93e-04
2022-08-25 16:15:44,570 INFO [train.py:927] (2/8) Epoch 9, batch 16150, giga_loss[loss=0.261, simple_loss=0.3301, pruned_loss=0.09592, over 12396.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05131, over 161.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3161, pruned_loss=0.08207, over 2474326.11 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07736, over 20932.36 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3012, pruned_loss=0.07242, over 2467572.18 frames. utt_duration=1196 frames, utt_pad_proportion=0.08062, over 8262.19 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08293, over 2474929.63 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07433, over 22317.02 utterances.], batch size: 161, lr: 3.93e-04
2022-08-25 16:17:34,291 INFO [train.py:927] (2/8) Epoch 9, batch 16200, giga_loss[loss=0.2378, simple_loss=0.3234, pruned_loss=0.07611, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08116, over 2474135.79 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07284, over 19784.37 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3009, pruned_loss=0.0723, over 2467452.71 frames. utt_duration=1200 frames, utt_pad_proportion=0.07921, over 8235.11 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3175, pruned_loss=0.08215, over 2474848.69 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07103, over 21176.74 utterances.], batch size: 123, lr: 3.93e-04
2022-08-25 16:19:22,858 INFO [train.py:927] (2/8) Epoch 9, batch 16250, giga_loss[loss=0.2367, simple_loss=0.322, pruned_loss=0.07571, over 12437.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03597, over 105.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3169, pruned_loss=0.08202, over 2473973.56 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07499, over 20401.21 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07244, over 2467360.76 frames. utt_duration=1202 frames, utt_pad_proportion=0.07769, over 8220.18 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08296, over 2474825.60 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07393, over 21861.98 utterances.], batch size: 105, lr: 3.93e-04
2022-08-25 16:21:11,596 INFO [train.py:927] (2/8) Epoch 9, batch 16300, giga_loss[loss=0.2332, simple_loss=0.3055, pruned_loss=0.08044, over 12328.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.04647, over 31.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.08197, over 2474439.55 frames. utt_duration=480.6 frames, utt_pad_proportion=0.07293, over 20656.26 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07243, over 2467259.95 frames. utt_duration=1204 frames, utt_pad_proportion=0.07742, over 8210.08 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3187, pruned_loss=0.08276, over 2475229.95 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0723, over 21867.24 utterances.], batch size: 31, lr: 3.93e-04
2022-08-25 16:22:55,964 INFO [train.py:927] (2/8) Epoch 9, batch 16350, giga_loss[loss=0.2349, simple_loss=0.3194, pruned_loss=0.07524, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04278, over 146.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3178, pruned_loss=0.08336, over 2474364.39 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07553, over 21425.17 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3012, pruned_loss=0.07251, over 2466938.03 frames. utt_duration=1208 frames, utt_pad_proportion=0.07628, over 8177.15 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3192, pruned_loss=0.08407, over 2475378.97 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07524, over 22640.66 utterances.], batch size: 146, lr: 3.93e-04
2022-08-25 16:24:42,335 INFO [train.py:927] (2/8) Epoch 9, batch 16400, libri_loss[loss=0.2481, simple_loss=0.3188, pruned_loss=0.08874, over 12451.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009394, over 39.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08237, over 2474330.81 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06995, over 20366.84 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3013, pruned_loss=0.07269, over 2466944.19 frames. utt_duration=1210 frames, utt_pad_proportion=0.07542, over 8163.61 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3174, pruned_loss=0.0829, over 2475207.05 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07027, over 21513.23 utterances.], batch size: 39, lr: 3.93e-04
2022-08-25 16:26:28,938 INFO [train.py:927] (2/8) Epoch 9, batch 16450, giga_loss[loss=0.2322, simple_loss=0.318, pruned_loss=0.07319, over 12359.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03202, over 62.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3179, pruned_loss=0.08375, over 2474104.73 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07058, over 20702.99 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3017, pruned_loss=0.07291, over 2466807.52 frames. utt_duration=1200 frames, utt_pad_proportion=0.07841, over 8233.99 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3186, pruned_loss=0.08405, over 2474963.62 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06975, over 21645.78 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:28:16,434 INFO [train.py:927] (2/8) Epoch 9, batch 16500, libri_loss[loss=0.2858, simple_loss=0.3566, pruned_loss=0.1075, over 12420.00 frames. utt_duration=395.8 frames, utt_pad_proportion=0.3816, over 126.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3188, pruned_loss=0.08449, over 2474605.04 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07654, over 20679.05 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3021, pruned_loss=0.07318, over 2467013.84 frames. utt_duration=1184 frames, utt_pad_proportion=0.08349, over 8343.52 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3191, pruned_loss=0.08457, over 2475163.52 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07368, over 21428.68 utterances.], batch size: 126, lr: 3.93e-04
2022-08-25 16:30:01,170 INFO [train.py:927] (2/8) Epoch 9, batch 16550, libri_loss[loss=0.2953, simple_loss=0.4736, pruned_loss=0.05853, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006115, over 34.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3204, pruned_loss=0.08515, over 2474326.73 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0782, over 20849.08 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.073, over 2467106.99 frames. utt_duration=1190 frames, utt_pad_proportion=0.08197, over 8301.31 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08563, over 2474845.88 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07639, over 21762.33 utterances.], batch size: 34, lr: 3.93e-04
2022-08-25 16:31:47,187 INFO [train.py:927] (2/8) Epoch 9, batch 16600, giga_loss[loss=0.2692, simple_loss=0.3512, pruned_loss=0.09363, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03093, over 80.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.08523, over 2474250.00 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07425, over 20044.78 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3038, pruned_loss=0.07336, over 2467182.55 frames. utt_duration=1194 frames, utt_pad_proportion=0.08012, over 8272.73 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.08561, over 2474797.23 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07354, over 21141.45 utterances.], batch size: 80, lr: 3.93e-04
2022-08-25 16:33:34,459 INFO [train.py:927] (2/8) Epoch 9, batch 16650, giga_loss[loss=0.2586, simple_loss=0.325, pruned_loss=0.09614, over 12360.00 frames. utt_duration=376 frames, utt_pad_proportion=0.03582, over 132.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3218, pruned_loss=0.08602, over 2474214.53 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07532, over 20512.64 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.304, pruned_loss=0.07354, over 2467188.16 frames. utt_duration=1197 frames, utt_pad_proportion=0.07855, over 8252.93 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3218, pruned_loss=0.08651, over 2474854.43 frames. utt_duration=456.7 frames, utt_pad_proportion=0.0752, over 21743.90 utterances.], batch size: 132, lr: 3.93e-04
2022-08-25 16:35:17,275 INFO [train.py:927] (2/8) Epoch 9, batch 16700, giga_loss[loss=0.2406, simple_loss=0.3235, pruned_loss=0.07888, over 12461.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04676, over 34.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08714, over 2474748.58 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07636, over 21293.97 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.07341, over 2467193.85 frames. utt_duration=1201 frames, utt_pad_proportion=0.07804, over 8230.45 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3233, pruned_loss=0.08777, over 2475308.52 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07641, over 22406.45 utterances.], batch size: 34, lr: 3.93e-04
2022-08-25 16:37:04,129 INFO [train.py:927] (2/8) Epoch 9, batch 16750, giga_loss[loss=0.323, simple_loss=0.3756, pruned_loss=0.1352, over 12381.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0701, over 211.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3243, pruned_loss=0.08733, over 2474996.79 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0758, over 21550.02 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3038, pruned_loss=0.07341, over 2467504.78 frames. utt_duration=1202 frames, utt_pad_proportion=0.07709, over 8221.03 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3249, pruned_loss=0.08803, over 2475244.80 frames. utt_duration=439 frames, utt_pad_proportion=0.07618, over 22627.14 utterances.], batch size: 211, lr: 3.93e-04
2022-08-25 16:38:48,022 INFO [train.py:927] (2/8) Epoch 9, batch 16800, giga_loss[loss=0.2184, simple_loss=0.3016, pruned_loss=0.06756, over 12321.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02511, over 45.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3216, pruned_loss=0.08557, over 2474999.12 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07464, over 20872.57 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3033, pruned_loss=0.07321, over 2467480.87 frames. utt_duration=1209 frames, utt_pad_proportion=0.076, over 8175.95 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3228, pruned_loss=0.08659, over 2475372.12 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07538, over 22065.30 utterances.], batch size: 45, lr: 3.93e-04
2022-08-25 16:40:32,645 INFO [train.py:927] (2/8) Epoch 9, batch 16850, giga_loss[loss=0.2394, simple_loss=0.3212, pruned_loss=0.07883, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.0345, over 86.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3208, pruned_loss=0.08489, over 2474983.64 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07173, over 20096.91 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3036, pruned_loss=0.07346, over 2467560.87 frames. utt_duration=1210 frames, utt_pad_proportion=0.07481, over 8165.71 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.322, pruned_loss=0.08576, over 2475376.26 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07289, over 21352.68 utterances.], batch size: 86, lr: 3.93e-04
2022-08-25 16:42:21,532 INFO [train.py:927] (2/8) Epoch 9, batch 16900, giga_loss[loss=0.2461, simple_loss=0.3163, pruned_loss=0.08795, over 12344.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03329, over 97.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3197, pruned_loss=0.08491, over 2474911.21 frames. utt_duration=500 frames, utt_pad_proportion=0.07309, over 19858.21 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3031, pruned_loss=0.0733, over 2467790.96 frames. utt_duration=1207 frames, utt_pad_proportion=0.07611, over 8190.75 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.322, pruned_loss=0.08636, over 2475398.84 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0735, over 21459.10 utterances.], batch size: 97, lr: 3.93e-04
2022-08-25 16:44:07,129 INFO [train.py:927] (2/8) Epoch 9, batch 16950, giga_loss[loss=0.2545, simple_loss=0.3289, pruned_loss=0.09008, over 12369.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03558, over 122.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3201, pruned_loss=0.08555, over 2475389.82 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07322, over 20382.94 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3032, pruned_loss=0.07333, over 2467860.01 frames. utt_duration=1206 frames, utt_pad_proportion=0.07584, over 8192.79 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3219, pruned_loss=0.08671, over 2475743.33 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07361, over 21684.88 utterances.], batch size: 122, lr: 3.93e-04
2022-08-25 16:45:58,195 INFO [train.py:927] (2/8) Epoch 9, batch 17000, giga_loss[loss=0.2153, simple_loss=0.3044, pruned_loss=0.06309, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02721, over 66.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08633, over 2474550.02 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07346, over 20550.24 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3028, pruned_loss=0.07321, over 2467293.12 frames. utt_duration=1211 frames, utt_pad_proportion=0.07456, over 8159.39 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3232, pruned_loss=0.08767, over 2475532.45 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07421, over 21909.49 utterances.], batch size: 66, lr: 3.93e-04
2022-08-25 16:47:39,951 INFO [train.py:927] (2/8) Epoch 9, batch 17050, giga_loss[loss=0.3126, simple_loss=0.3695, pruned_loss=0.1278, over 12370.00 frames. utt_duration=236 frames, utt_pad_proportion=0.0709, over 211.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3212, pruned_loss=0.08626, over 2474664.72 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07396, over 20887.93 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3025, pruned_loss=0.07309, over 2467198.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.07372, over 8116.59 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08767, over 2475648.97 frames. utt_duration=447 frames, utt_pad_proportion=0.07476, over 22225.60 utterances.], batch size: 211, lr: 3.92e-04
2022-08-25 16:49:22,433 INFO [train.py:927] (2/8) Epoch 9, batch 17100, giga_loss[loss=0.2185, simple_loss=0.2979, pruned_loss=0.0695, over 12234.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03061, over 39.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3205, pruned_loss=0.08526, over 2474744.30 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07305, over 20630.10 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3027, pruned_loss=0.07303, over 2467615.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.07378, over 8141.43 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3226, pruned_loss=0.08674, over 2475326.73 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07376, over 21966.04 utterances.], batch size: 39, lr: 3.92e-04
2022-08-25 16:51:08,389 INFO [train.py:927] (2/8) Epoch 9, batch 17150, giga_loss[loss=0.2091, simple_loss=0.2983, pruned_loss=0.05996, over 12397.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0264, over 70.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3193, pruned_loss=0.08501, over 2474518.38 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07245, over 20456.97 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3026, pruned_loss=0.07306, over 2467579.39 frames. utt_duration=1207 frames, utt_pad_proportion=0.07674, over 8189.47 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3214, pruned_loss=0.08636, over 2475109.94 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07202, over 21693.57 utterances.], batch size: 70, lr: 3.92e-04
2022-08-25 16:52:56,419 INFO [train.py:927] (2/8) Epoch 9, batch 17200, libri_loss[loss=0.1878, simple_loss=0.2653, pruned_loss=0.05514, over 12424.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.00681, over 30.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3165, pruned_loss=0.084, over 2474626.07 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07355, over 20781.71 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3024, pruned_loss=0.073, over 2467596.94 frames. utt_duration=1207 frames, utt_pad_proportion=0.07639, over 8188.52 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3184, pruned_loss=0.08524, over 2475138.53 frames. utt_duration=454 frames, utt_pad_proportion=0.07329, over 21877.57 utterances.], batch size: 30, lr: 3.92e-04
2022-08-25 16:54:42,001 INFO [train.py:927] (2/8) Epoch 9, batch 17250, giga_loss[loss=0.2427, simple_loss=0.3248, pruned_loss=0.08024, over 12376.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03514, over 122.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3151, pruned_loss=0.08341, over 2474801.17 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07001, over 20521.49 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3024, pruned_loss=0.07292, over 2467480.50 frames. utt_duration=1206 frames, utt_pad_proportion=0.07622, over 8194.51 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3168, pruned_loss=0.0846, over 2475388.10 frames. utt_duration=461 frames, utt_pad_proportion=0.07002, over 21546.08 utterances.], batch size: 122, lr: 3.92e-04
2022-08-25 16:56:26,034 INFO [train.py:927] (2/8) Epoch 9, batch 17300, giga_loss[loss=0.2366, simple_loss=0.3218, pruned_loss=0.07568, over 12274.00 frames. utt_duration=963.8 frames, utt_pad_proportion=0.03519, over 51.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3146, pruned_loss=0.08068, over 2475472.40 frames. utt_duration=478.5 frames, utt_pad_proportion=0.06784, over 20755.43 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07314, over 2467757.74 frames. utt_duration=1188 frames, utt_pad_proportion=0.08264, over 8316.97 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.08166, over 2475892.99 frames. utt_duration=455.9 frames, utt_pad_proportion=0.06546, over 21793.20 utterances.], batch size: 51, lr: 3.92e-04
2022-08-25 16:58:10,731 INFO [train.py:927] (2/8) Epoch 9, batch 17350, giga_loss[loss=0.2236, simple_loss=0.3126, pruned_loss=0.06732, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03961, over 113.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3115, pruned_loss=0.07688, over 2476052.04 frames. utt_duration=457.2 frames, utt_pad_proportion=0.06757, over 21730.41 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3022, pruned_loss=0.073, over 2467678.31 frames. utt_duration=1191 frames, utt_pad_proportion=0.08171, over 8295.34 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3132, pruned_loss=0.07784, over 2476571.45 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06603, over 22741.79 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 16:59:55,145 INFO [train.py:927] (2/8) Epoch 9, batch 17400, giga_loss[loss=0.2001, simple_loss=0.2949, pruned_loss=0.05261, over 12420.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.309, pruned_loss=0.07359, over 2475687.26 frames. utt_duration=446.9 frames, utt_pad_proportion=0.06693, over 22229.18 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3019, pruned_loss=0.07286, over 2467499.81 frames. utt_duration=1196 frames, utt_pad_proportion=0.08053, over 8260.66 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3108, pruned_loss=0.07452, over 2476412.19 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06607, over 23306.96 utterances.], batch size: 212, lr: 3.92e-04
2022-08-25 17:01:39,871 INFO [train.py:927] (2/8) Epoch 9, batch 17450, giga_loss[loss=0.1953, simple_loss=0.2911, pruned_loss=0.0498, over 12368.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3088, pruned_loss=0.07233, over 2475776.86 frames. utt_duration=443.1 frames, utt_pad_proportion=0.06615, over 22424.93 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07276, over 2467424.30 frames. utt_duration=1202 frames, utt_pad_proportion=0.07963, over 8223.66 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3105, pruned_loss=0.07316, over 2476559.12 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0657, over 23550.37 utterances.], batch size: 66, lr: 3.92e-04
2022-08-25 17:03:25,498 INFO [train.py:927] (2/8) Epoch 9, batch 17500, giga_loss[loss=0.2504, simple_loss=0.3129, pruned_loss=0.09398, over 12380.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3061, pruned_loss=0.07045, over 2475998.26 frames. utt_duration=420.9 frames, utt_pad_proportion=0.07237, over 23614.06 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3019, pruned_loss=0.07287, over 2467604.94 frames. utt_duration=1194 frames, utt_pad_proportion=0.08307, over 8279.08 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3074, pruned_loss=0.071, over 2476604.26 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07082, over 24723.12 utterances.], batch size: 257, lr: 3.92e-04
2022-08-25 17:05:10,095 INFO [train.py:927] (2/8) Epoch 9, batch 17550, giga_loss[loss=0.229, simple_loss=0.3002, pruned_loss=0.07888, over 12380.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02836, over 85.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3055, pruned_loss=0.06966, over 2476280.77 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07112, over 23959.97 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3023, pruned_loss=0.07315, over 2467627.84 frames. utt_duration=1184 frames, utt_pad_proportion=0.08674, over 8349.02 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3062, pruned_loss=0.06981, over 2476836.86 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06875, over 24969.08 utterances.], batch size: 85, lr: 3.92e-04
2022-08-25 17:06:52,023 INFO [train.py:927] (2/8) Epoch 9, batch 17600, giga_loss[loss=0.185, simple_loss=0.2779, pruned_loss=0.04606, over 12418.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03248, over 75.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06805, over 2475557.41 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07064, over 22989.79 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3022, pruned_loss=0.07324, over 2467295.79 frames. utt_duration=1181 frames, utt_pad_proportion=0.08755, over 8366.21 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3041, pruned_loss=0.0679, over 2476801.82 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06818, over 24624.61 utterances.], batch size: 75, lr: 3.92e-04
2022-08-25 17:08:35,497 INFO [train.py:927] (2/8) Epoch 9, batch 17650, libri_loss[loss=0.2012, simple_loss=0.2779, pruned_loss=0.06228, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005319, over 33.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3001, pruned_loss=0.06584, over 2475625.83 frames. utt_duration=440.8 frames, utt_pad_proportion=0.06677, over 22537.72 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07336, over 2467098.29 frames. utt_duration=1172 frames, utt_pad_proportion=0.08986, over 8431.20 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3008, pruned_loss=0.06549, over 2477002.11 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06408, over 24109.00 utterances.], batch size: 33, lr: 3.92e-04
2022-08-25 17:10:23,801 INFO [train.py:927] (2/8) Epoch 9, batch 17700, giga_loss[loss=0.1921, simple_loss=0.2839, pruned_loss=0.05015, over 12407.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06291, over 183.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.298, pruned_loss=0.06471, over 2475929.04 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07295, over 23886.80 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3024, pruned_loss=0.07357, over 2467186.32 frames. utt_duration=1162 frames, utt_pad_proportion=0.09332, over 8500.93 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2983, pruned_loss=0.06417, over 2477004.96 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06944, over 25183.22 utterances.], batch size: 183, lr: 3.92e-04
2022-08-25 17:12:19,049 INFO [train.py:927] (2/8) Epoch 9, batch 17750, giga_loss[loss=0.2247, simple_loss=0.3119, pruned_loss=0.06872, over 12362.00 frames. utt_duration=619.6 frames, utt_pad_proportion=0.03493, over 80.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3001, pruned_loss=0.06501, over 2476407.49 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07187, over 24146.16 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3029, pruned_loss=0.07371, over 2467423.57 frames. utt_duration=1164 frames, utt_pad_proportion=0.09222, over 8489.46 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2999, pruned_loss=0.06434, over 2477157.59 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06945, over 25403.60 utterances.], batch size: 80, lr: 3.92e-04
2022-08-25 17:14:28,669 INFO [train.py:927] (2/8) Epoch 9, batch 17800, giga_loss[loss=0.2065, simple_loss=0.2837, pruned_loss=0.06467, over 12385.00 frames. utt_duration=584.1 frames, utt_pad_proportion=0.02813, over 85.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3004, pruned_loss=0.06456, over 2477398.99 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06603, over 24115.43 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3032, pruned_loss=0.07381, over 2467577.05 frames. utt_duration=1166 frames, utt_pad_proportion=0.09111, over 8473.19 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2998, pruned_loss=0.0638, over 2477985.05 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06461, over 25334.46 utterances.], batch size: 85, lr: 3.92e-04
2022-08-25 17:16:28,671 INFO [train.py:927] (2/8) Epoch 9, batch 17850, giga_loss[loss=0.1842, simple_loss=0.2767, pruned_loss=0.0459, over 12395.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05965, over 182.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2978, pruned_loss=0.06228, over 2477423.86 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06804, over 24627.03 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3029, pruned_loss=0.07367, over 2467450.89 frames. utt_duration=1171 frames, utt_pad_proportion=0.08977, over 8438.99 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2976, pruned_loss=0.06162, over 2478183.53 frames. utt_duration=384.1 frames, utt_pad_proportion=0.0671, over 25900.72 utterances.], batch size: 182, lr: 3.92e-04
2022-08-25 17:18:37,362 INFO [train.py:927] (2/8) Epoch 9, batch 17900, giga_loss[loss=0.2156, simple_loss=0.2957, pruned_loss=0.06776, over 12397.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09802, over 256.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2946, pruned_loss=0.06084, over 2477299.65 frames. utt_duration=411.4 frames, utt_pad_proportion=0.06785, over 24162.79 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3028, pruned_loss=0.07363, over 2467584.13 frames. utt_duration=1169 frames, utt_pad_proportion=0.08988, over 8451.66 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.06023, over 2477861.40 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06697, over 25296.52 utterances.], batch size: 256, lr: 3.92e-04
2022-08-25 17:20:31,335 INFO [train.py:927] (2/8) Epoch 9, batch 17950, giga_loss[loss=0.1858, simple_loss=0.2628, pruned_loss=0.05442, over 12374.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1841, over 360.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2939, pruned_loss=0.0608, over 2477651.33 frames. utt_duration=389.4 frames, utt_pad_proportion=0.0739, over 25535.72 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3029, pruned_loss=0.07364, over 2467713.32 frames. utt_duration=1171 frames, utt_pad_proportion=0.0888, over 8437.57 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2935, pruned_loss=0.06009, over 2478178.23 frames. utt_duration=372.1 frames, utt_pad_proportion=0.0732, over 26733.24 utterances.], batch size: 360, lr: 3.92e-04
2022-08-25 17:22:49,164 INFO [train.py:927] (2/8) Epoch 9, batch 18000, giga_loss[loss=0.1915, simple_loss=0.2808, pruned_loss=0.0511, over 12378.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05565, over 181.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2941, pruned_loss=0.06076, over 2477572.35 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07604, over 25884.37 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3029, pruned_loss=0.0738, over 2467770.99 frames. utt_duration=1174 frames, utt_pad_proportion=0.08737, over 8416.96 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2937, pruned_loss=0.05977, over 2478187.16 frames. utt_duration=365 frames, utt_pad_proportion=0.07571, over 27252.26 utterances.], batch size: 181, lr: 3.92e-04
2022-08-25 17:22:49,165 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 17:23:03,444 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1782, simple_loss=0.2886, pruned_loss=0.03391, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 17:25:05,033 INFO [train.py:927] (2/8) Epoch 9, batch 18050, giga_loss[loss=0.1914, simple_loss=0.2851, pruned_loss=0.04883, over 12420.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2927, pruned_loss=0.06009, over 2477247.41 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07339, over 25406.13 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3027, pruned_loss=0.07369, over 2467974.33 frames. utt_duration=1177 frames, utt_pad_proportion=0.08598, over 8396.69 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2923, pruned_loss=0.05909, over 2477769.39 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07358, over 26902.73 utterances.], batch size: 182, lr: 3.92e-04
2022-08-25 17:27:13,170 INFO [train.py:927] (2/8) Epoch 9, batch 18100, giga_loss[loss=0.1946, simple_loss=0.2919, pruned_loss=0.04866, over 12408.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04612, over 161.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05937, over 2477547.81 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07409, over 25848.32 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3027, pruned_loss=0.07373, over 2468024.41 frames. utt_duration=1181 frames, utt_pad_proportion=0.08513, over 8372.92 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2946, pruned_loss=0.05834, over 2478023.29 frames. utt_duration=364.6 frames, utt_pad_proportion=0.07438, over 27275.08 utterances.], batch size: 161, lr: 3.92e-04
2022-08-25 17:29:22,111 INFO [train.py:927] (2/8) Epoch 9, batch 18150, giga_loss[loss=0.1796, simple_loss=0.2758, pruned_loss=0.04171, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.02793, over 62.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2956, pruned_loss=0.05848, over 2477831.59 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07374, over 25710.06 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3029, pruned_loss=0.0737, over 2468261.51 frames. utt_duration=1182 frames, utt_pad_proportion=0.08396, over 8364.47 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.295, pruned_loss=0.05743, over 2478174.38 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07426, over 27169.29 utterances.], batch size: 62, lr: 3.92e-04
2022-08-25 17:31:27,899 INFO [train.py:927] (2/8) Epoch 9, batch 18200, giga_loss[loss=0.2233, simple_loss=0.3166, pruned_loss=0.06502, over 12454.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03519, over 98.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2964, pruned_loss=0.0595, over 2477729.19 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06965, over 24236.50 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3027, pruned_loss=0.07373, over 2468291.32 frames. utt_duration=1188 frames, utt_pad_proportion=0.08224, over 8323.02 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2958, pruned_loss=0.05825, over 2478210.42 frames. utt_duration=384.3 frames, utt_pad_proportion=0.07073, over 25876.89 utterances.], batch size: 98, lr: 3.91e-04
2022-08-25 17:34:00,045 INFO [train.py:927] (2/8) Epoch 9, batch 18250, giga_loss[loss=0.2038, simple_loss=0.2901, pruned_loss=0.05873, over 12344.00 frames. utt_duration=588.4 frames, utt_pad_proportion=0.01927, over 84.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2984, pruned_loss=0.06125, over 2478082.24 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06629, over 24330.93 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3034, pruned_loss=0.07436, over 2468165.38 frames. utt_duration=1176 frames, utt_pad_proportion=0.08552, over 8403.96 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2972, pruned_loss=0.05934, over 2478818.83 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06608, over 25941.80 utterances.], batch size: 84, lr: 3.91e-04
2022-08-25 17:36:10,613 INFO [train.py:927] (2/8) Epoch 9, batch 18300, giga_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05813, over 12315.00 frames. utt_duration=704.8 frames, utt_pad_proportion=0.0332, over 70.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2949, pruned_loss=0.05974, over 2478158.96 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06978, over 24890.74 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3032, pruned_loss=0.07415, over 2468045.88 frames. utt_duration=1179 frames, utt_pad_proportion=0.08459, over 8383.05 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05824, over 2478963.35 frames. utt_duration=377 frames, utt_pad_proportion=0.06961, over 26384.11 utterances.], batch size: 70, lr: 3.91e-04
2022-08-25 17:38:15,730 INFO [train.py:927] (2/8) Epoch 9, batch 18350, giga_loss[loss=0.2183, simple_loss=0.3166, pruned_loss=0.06003, over 12437.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04813, over 147.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05927, over 2478692.65 frames. utt_duration=401.1 frames, utt_pad_proportion=0.0685, over 24788.90 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3024, pruned_loss=0.07374, over 2468273.90 frames. utt_duration=1185 frames, utt_pad_proportion=0.08312, over 8340.97 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2937, pruned_loss=0.0581, over 2479352.17 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06874, over 26377.21 utterances.], batch size: 147, lr: 3.91e-04
2022-08-25 17:40:16,476 INFO [train.py:927] (2/8) Epoch 9, batch 18400, giga_loss[loss=0.2108, simple_loss=0.2955, pruned_loss=0.06299, over 12442.00 frames. utt_duration=475 frames, utt_pad_proportion=0.0384, over 105.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2943, pruned_loss=0.06028, over 2478395.84 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06724, over 24245.67 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3023, pruned_loss=0.07365, over 2468255.54 frames. utt_duration=1189 frames, utt_pad_proportion=0.08091, over 8315.34 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2938, pruned_loss=0.05879, over 2479413.05 frames. utt_duration=378.3 frames, utt_pad_proportion=0.068, over 26300.08 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 17:42:23,557 INFO [train.py:927] (2/8) Epoch 9, batch 18450, giga_loss[loss=0.2549, simple_loss=0.3206, pruned_loss=0.09463, over 12409.00 frames. utt_duration=195.8 frames, utt_pad_proportion=0.09359, over 255.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2949, pruned_loss=0.06099, over 2478854.62 frames. utt_duration=408.8 frames, utt_pad_proportion=0.064, over 24327.25 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3022, pruned_loss=0.07357, over 2468340.71 frames. utt_duration=1189 frames, utt_pad_proportion=0.08073, over 8317.57 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2945, pruned_loss=0.05972, over 2479720.28 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06479, over 26159.42 utterances.], batch size: 255, lr: 3.91e-04
2022-08-25 17:44:39,088 INFO [train.py:927] (2/8) Epoch 9, batch 18500, giga_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05763, over 12422.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03979, over 133.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2952, pruned_loss=0.06065, over 2477884.33 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06316, over 23900.73 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3023, pruned_loss=0.07372, over 2467998.19 frames. utt_duration=1191 frames, utt_pad_proportion=0.07953, over 8301.72 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2947, pruned_loss=0.05908, over 2479183.88 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06407, over 25888.29 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 17:46:51,225 INFO [train.py:927] (2/8) Epoch 9, batch 18550, giga_loss[loss=0.1842, simple_loss=0.2716, pruned_loss=0.04834, over 12445.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03442, over 43.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2939, pruned_loss=0.0605, over 2478012.96 frames. utt_duration=415 frames, utt_pad_proportion=0.06285, over 23953.44 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3023, pruned_loss=0.07381, over 2467725.33 frames. utt_duration=1190 frames, utt_pad_proportion=0.07909, over 8306.07 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2931, pruned_loss=0.05885, over 2479551.84 frames. utt_duration=384.1 frames, utt_pad_proportion=0.0636, over 25898.00 utterances.], batch size: 43, lr: 3.91e-04
2022-08-25 17:48:49,927 INFO [train.py:927] (2/8) Epoch 9, batch 18600, libri_loss[loss=0.2174, simple_loss=0.2851, pruned_loss=0.07482, over 12446.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.011, over 29.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2886, pruned_loss=0.05873, over 2477483.90 frames. utt_duration=422.6 frames, utt_pad_proportion=0.0636, over 23515.44 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3016, pruned_loss=0.07363, over 2467564.69 frames. utt_duration=1201 frames, utt_pad_proportion=0.0775, over 8231.62 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2883, pruned_loss=0.0571, over 2479154.66 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0645, over 25640.31 utterances.], batch size: 29, lr: 3.91e-04
2022-08-25 17:50:46,709 INFO [train.py:927] (2/8) Epoch 9, batch 18650, giga_loss[loss=0.2222, simple_loss=0.3074, pruned_loss=0.06851, over 12401.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2894, pruned_loss=0.05976, over 2477201.75 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06698, over 23971.36 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3016, pruned_loss=0.07386, over 2467454.41 frames. utt_duration=1194 frames, utt_pad_proportion=0.08021, over 8274.25 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2889, pruned_loss=0.05786, over 2478913.75 frames. utt_duration=381.8 frames, utt_pad_proportion=0.0665, over 26050.07 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:52:48,159 INFO [train.py:927] (2/8) Epoch 9, batch 18700, giga_loss[loss=0.224, simple_loss=0.3216, pruned_loss=0.06315, over 12470.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03141, over 92.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2884, pruned_loss=0.05874, over 2476827.66 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06792, over 23672.55 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3017, pruned_loss=0.07384, over 2467433.44 frames. utt_duration=1192 frames, utt_pad_proportion=0.08217, over 8292.90 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2875, pruned_loss=0.05676, over 2478541.36 frames. utt_duration=385 frames, utt_pad_proportion=0.06684, over 25831.81 utterances.], batch size: 92, lr: 3.91e-04
2022-08-25 17:55:04,856 INFO [train.py:927] (2/8) Epoch 9, batch 18750, giga_loss[loss=0.201, simple_loss=0.2899, pruned_loss=0.05607, over 12427.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05017, over 161.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2861, pruned_loss=0.05758, over 2477493.11 frames. utt_duration=413 frames, utt_pad_proportion=0.0678, over 24065.38 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.07356, over 2467513.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.08064, over 8253.89 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2856, pruned_loss=0.05592, over 2478998.01 frames. utt_duration=380.2 frames, utt_pad_proportion=0.0673, over 26162.08 utterances.], batch size: 161, lr: 3.91e-04
2022-08-25 17:57:15,151 INFO [train.py:927] (2/8) Epoch 9, batch 18800, giga_loss[loss=0.2557, simple_loss=0.3252, pruned_loss=0.09305, over 12427.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2865, pruned_loss=0.05808, over 2477364.11 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07388, over 24514.75 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3013, pruned_loss=0.0738, over 2467562.10 frames. utt_duration=1189 frames, utt_pad_proportion=0.0834, over 8312.20 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2856, pruned_loss=0.05619, over 2478728.14 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07217, over 26485.91 utterances.], batch size: 212, lr: 3.91e-04
2022-08-25 17:59:13,321 INFO [train.py:927] (2/8) Epoch 9, batch 18850, giga_loss[loss=0.1845, simple_loss=0.2777, pruned_loss=0.04564, over 12409.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03991, over 133.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.286, pruned_loss=0.05771, over 2476992.08 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07172, over 24988.18 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3012, pruned_loss=0.07375, over 2467500.59 frames. utt_duration=1189 frames, utt_pad_proportion=0.08319, over 8314.67 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2851, pruned_loss=0.05604, over 2478242.09 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07053, over 26761.46 utterances.], batch size: 133, lr: 3.91e-04
2022-08-25 18:01:14,523 INFO [train.py:927] (2/8) Epoch 9, batch 18900, giga_loss[loss=0.2125, simple_loss=0.3025, pruned_loss=0.06127, over 12418.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05641, over 162.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.288, pruned_loss=0.05787, over 2476652.07 frames. utt_duration=394 frames, utt_pad_proportion=0.07314, over 25218.86 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3011, pruned_loss=0.07386, over 2466951.80 frames. utt_duration=1195 frames, utt_pad_proportion=0.08138, over 8264.90 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.287, pruned_loss=0.05601, over 2478390.54 frames. utt_duration=366.5 frames, utt_pad_proportion=0.07255, over 27135.17 utterances.], batch size: 162, lr: 3.91e-04
2022-08-25 18:03:14,074 INFO [train.py:927] (2/8) Epoch 9, batch 18950, giga_loss[loss=0.2074, simple_loss=0.2971, pruned_loss=0.05889, over 12374.00 frames. utt_duration=472.6 frames, utt_pad_proportion=0.04128, over 105.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2894, pruned_loss=0.05846, over 2476879.99 frames. utt_duration=380.3 frames, utt_pad_proportion=0.0758, over 26138.03 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3011, pruned_loss=0.07389, over 2466887.26 frames. utt_duration=1199 frames, utt_pad_proportion=0.08049, over 8241.06 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2885, pruned_loss=0.05677, over 2478427.78 frames. utt_duration=356.7 frames, utt_pad_proportion=0.07539, over 27885.44 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 18:05:23,131 INFO [train.py:927] (2/8) Epoch 9, batch 19000, giga_loss[loss=0.1918, simple_loss=0.278, pruned_loss=0.05279, over 12443.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06146, over 183.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2884, pruned_loss=0.05739, over 2477187.80 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07045, over 25175.59 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.301, pruned_loss=0.07369, over 2467194.09 frames. utt_duration=1198 frames, utt_pad_proportion=0.08002, over 8248.85 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2875, pruned_loss=0.05589, over 2478375.17 frames. utt_duration=369.2 frames, utt_pad_proportion=0.07052, over 26940.83 utterances.], batch size: 183, lr: 3.91e-04
2022-08-25 18:07:25,961 INFO [train.py:927] (2/8) Epoch 9, batch 19050, giga_loss[loss=0.1905, simple_loss=0.2808, pruned_loss=0.05008, over 12379.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2872, pruned_loss=0.05726, over 2477093.06 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06984, over 24699.64 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3009, pruned_loss=0.07353, over 2467427.92 frames. utt_duration=1203 frames, utt_pad_proportion=0.07795, over 8216.66 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2862, pruned_loss=0.05567, over 2478150.76 frames. utt_duration=372.8 frames, utt_pad_proportion=0.0704, over 26674.03 utterances.], batch size: 97, lr: 3.91e-04
2022-08-25 18:09:32,291 INFO [train.py:927] (2/8) Epoch 9, batch 19100, giga_loss[loss=0.2042, simple_loss=0.2821, pruned_loss=0.06314, over 12342.00 frames. utt_duration=626.2 frames, utt_pad_proportion=0.02469, over 79.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2889, pruned_loss=0.05793, over 2477013.92 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06934, over 24788.31 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3005, pruned_loss=0.07332, over 2467520.09 frames. utt_duration=1199 frames, utt_pad_proportion=0.07752, over 8240.03 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.288, pruned_loss=0.05631, over 2478090.18 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06984, over 26909.40 utterances.], batch size: 79, lr: 3.91e-04
2022-08-25 18:11:30,513 INFO [train.py:927] (2/8) Epoch 9, batch 19150, giga_loss[loss=0.2015, simple_loss=0.2874, pruned_loss=0.05783, over 12423.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02235, over 48.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2909, pruned_loss=0.05916, over 2477722.10 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06793, over 24998.01 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3005, pruned_loss=0.07328, over 2467526.90 frames. utt_duration=1199 frames, utt_pad_proportion=0.07691, over 8240.47 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.29, pruned_loss=0.05771, over 2478697.15 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06853, over 26893.43 utterances.], batch size: 48, lr: 3.91e-04
2022-08-25 18:13:37,630 INFO [train.py:927] (2/8) Epoch 9, batch 19200, giga_loss[loss=0.2841, simple_loss=0.3405, pruned_loss=0.1139, over 12411.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2928, pruned_loss=0.05968, over 2477415.77 frames. utt_duration=386.9 frames, utt_pad_proportion=0.07102, over 25696.07 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3005, pruned_loss=0.07319, over 2467594.15 frames. utt_duration=1202 frames, utt_pad_proportion=0.07633, over 8225.11 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2921, pruned_loss=0.05849, over 2478209.03 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07144, over 27341.12 utterances.], batch size: 258, lr: 3.91e-04
2022-08-25 18:15:55,408 INFO [train.py:927] (2/8) Epoch 9, batch 19250, giga_loss[loss=0.206, simple_loss=0.2977, pruned_loss=0.05714, over 12465.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.02931, over 75.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2932, pruned_loss=0.05941, over 2477767.97 frames. utt_duration=397.6 frames, utt_pad_proportion=0.0665, over 25001.15 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3014, pruned_loss=0.07322, over 2467677.37 frames. utt_duration=1204 frames, utt_pad_proportion=0.07546, over 8206.85 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2918, pruned_loss=0.05827, over 2478453.50 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06729, over 26543.38 utterances.], batch size: 75, lr: 3.91e-04
2022-08-25 18:17:58,023 INFO [train.py:927] (2/8) Epoch 9, batch 19300, giga_loss[loss=0.222, simple_loss=0.2994, pruned_loss=0.07234, over 12427.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2919, pruned_loss=0.05947, over 2477687.21 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06646, over 25153.93 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3009, pruned_loss=0.07309, over 2467807.76 frames. utt_duration=1211 frames, utt_pad_proportion=0.07381, over 8158.28 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.291, pruned_loss=0.05832, over 2478386.50 frames. utt_duration=370 frames, utt_pad_proportion=0.06748, over 26877.67 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 18:20:04,986 INFO [train.py:927] (2/8) Epoch 9, batch 19350, giga_loss[loss=0.1893, simple_loss=0.2821, pruned_loss=0.04827, over 12364.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.02853, over 85.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2905, pruned_loss=0.05926, over 2477653.07 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07, over 25516.04 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07281, over 2467757.73 frames. utt_duration=1215 frames, utt_pad_proportion=0.07272, over 8137.36 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2898, pruned_loss=0.05835, over 2478406.46 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07085, over 27193.77 utterances.], batch size: 85, lr: 3.91e-04
2022-08-25 18:22:09,595 INFO [train.py:927] (2/8) Epoch 9, batch 19400, giga_loss[loss=0.182, simple_loss=0.2693, pruned_loss=0.04738, over 12378.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04715, over 26.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2901, pruned_loss=0.05797, over 2477168.60 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06914, over 24864.00 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07282, over 2467720.73 frames. utt_duration=1207 frames, utt_pad_proportion=0.07618, over 8191.49 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2894, pruned_loss=0.05701, over 2478004.87 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06903, over 26477.00 utterances.], batch size: 26, lr: 3.90e-04
2022-08-25 18:23:58,982 INFO [train.py:927] (2/8) Epoch 9, batch 19450, giga_loss[loss=0.1893, simple_loss=0.2858, pruned_loss=0.04643, over 12347.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.292, pruned_loss=0.05837, over 2477108.62 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06698, over 24158.44 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3006, pruned_loss=0.073, over 2467685.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.07414, over 8130.02 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2911, pruned_loss=0.05679, over 2478243.77 frames. utt_duration=379.3 frames, utt_pad_proportion=0.0675, over 26218.06 utterances.], batch size: 66, lr: 3.90e-04
2022-08-25 18:26:09,204 INFO [train.py:927] (2/8) Epoch 9, batch 19500, giga_loss[loss=0.2036, simple_loss=0.2876, pruned_loss=0.05981, over 12399.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.03781, over 40.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2924, pruned_loss=0.05861, over 2477789.50 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06887, over 24591.64 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3004, pruned_loss=0.07301, over 2467938.02 frames. utt_duration=1208 frames, utt_pad_proportion=0.07692, over 8183.74 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.057, over 2478690.68 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06826, over 26576.58 utterances.], batch size: 40, lr: 3.90e-04
2022-08-25 18:28:17,512 INFO [train.py:927] (2/8) Epoch 9, batch 19550, giga_loss[loss=0.2149, simple_loss=0.3134, pruned_loss=0.05818, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03538, over 113.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2923, pruned_loss=0.05834, over 2476968.64 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06627, over 24379.88 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3002, pruned_loss=0.07294, over 2467724.67 frames. utt_duration=1213 frames, utt_pad_proportion=0.07503, over 8148.27 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2916, pruned_loss=0.05649, over 2478291.44 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06641, over 26720.82 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:30:32,358 INFO [train.py:927] (2/8) Epoch 9, batch 19600, giga_loss[loss=0.2441, simple_loss=0.334, pruned_loss=0.07704, over 12407.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05789, over 2477010.99 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06888, over 24586.35 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3004, pruned_loss=0.07298, over 2467917.96 frames. utt_duration=1215 frames, utt_pad_proportion=0.07352, over 8132.72 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.292, pruned_loss=0.05606, over 2478075.54 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06914, over 26819.83 utterances.], batch size: 133, lr: 3.90e-04
2022-08-25 18:32:45,912 INFO [train.py:927] (2/8) Epoch 9, batch 19650, giga_loss[loss=0.1919, simple_loss=0.2888, pruned_loss=0.04752, over 12452.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2937, pruned_loss=0.05787, over 2477073.64 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06899, over 23670.87 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3008, pruned_loss=0.07323, over 2467974.08 frames. utt_duration=1207 frames, utt_pad_proportion=0.07604, over 8186.49 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2923, pruned_loss=0.05564, over 2478211.29 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06832, over 25941.33 utterances.], batch size: 105, lr: 3.90e-04
2022-08-25 18:35:11,155 INFO [train.py:927] (2/8) Epoch 9, batch 19700, giga_loss[loss=0.2, simple_loss=0.294, pruned_loss=0.05303, over 12395.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07021, over 211.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2919, pruned_loss=0.05676, over 2477120.52 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06484, over 22933.30 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.301, pruned_loss=0.07325, over 2467710.84 frames. utt_duration=1209 frames, utt_pad_proportion=0.07547, over 8171.66 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2905, pruned_loss=0.05484, over 2478349.63 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06474, over 24870.61 utterances.], batch size: 211, lr: 3.90e-04
2022-08-25 18:37:16,752 INFO [train.py:927] (2/8) Epoch 9, batch 19750, giga_loss[loss=0.2158, simple_loss=0.3068, pruned_loss=0.06243, over 12396.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04478, over 146.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2913, pruned_loss=0.0558, over 2477354.61 frames. utt_duration=445.4 frames, utt_pad_proportion=0.06104, over 22309.27 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3012, pruned_loss=0.07312, over 2467875.63 frames. utt_duration=1212 frames, utt_pad_proportion=0.07399, over 8153.50 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2898, pruned_loss=0.05401, over 2478397.21 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06159, over 24198.30 utterances.], batch size: 146, lr: 3.90e-04
2022-08-25 18:39:16,051 INFO [train.py:927] (2/8) Epoch 9, batch 19800, giga_loss[loss=0.1875, simple_loss=0.2824, pruned_loss=0.0463, over 12472.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0327, over 86.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2933, pruned_loss=0.05643, over 2477307.31 frames. utt_duration=438.6 frames, utt_pad_proportion=0.06052, over 22653.32 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3014, pruned_loss=0.07326, over 2467830.87 frames. utt_duration=1215 frames, utt_pad_proportion=0.07314, over 8136.28 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2918, pruned_loss=0.05467, over 2478298.00 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06121, over 24352.46 utterances.], batch size: 86, lr: 3.90e-04
2022-08-25 18:41:06,120 INFO [train.py:927] (2/8) Epoch 9, batch 19850, giga_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05016, over 12412.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04507, over 161.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2914, pruned_loss=0.05616, over 2477555.85 frames. utt_duration=422.8 frames, utt_pad_proportion=0.0638, over 23505.39 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3016, pruned_loss=0.0733, over 2467966.04 frames. utt_duration=1212 frames, utt_pad_proportion=0.07299, over 8157.14 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2899, pruned_loss=0.05451, over 2478341.23 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06412, over 25018.83 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:43:00,680 INFO [train.py:927] (2/8) Epoch 9, batch 19900, giga_loss[loss=0.2432, simple_loss=0.3309, pruned_loss=0.07773, over 12361.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.04672, over 31.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2943, pruned_loss=0.05907, over 2477301.89 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07156, over 24649.74 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3019, pruned_loss=0.07331, over 2468160.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07605, over 8225.25 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05721, over 2478064.78 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07035, over 26311.98 utterances.], batch size: 31, lr: 3.90e-04
2022-08-25 18:44:43,723 INFO [train.py:927] (2/8) Epoch 9, batch 19950, giga_loss[loss=0.2509, simple_loss=0.3431, pruned_loss=0.07936, over 12386.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04141, over 133.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.3022, pruned_loss=0.06346, over 2476826.42 frames. utt_duration=420 frames, utt_pad_proportion=0.07002, over 23660.64 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3017, pruned_loss=0.07314, over 2468270.70 frames. utt_duration=1200 frames, utt_pad_proportion=0.07583, over 8234.65 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.301, pruned_loss=0.06192, over 2477478.33 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06913, over 25241.99 utterances.], batch size: 133, lr: 3.90e-04
2022-08-25 18:46:24,698 INFO [train.py:927] (2/8) Epoch 9, batch 20000, giga_loss[loss=0.2497, simple_loss=0.3335, pruned_loss=0.08302, over 12431.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06142, over 183.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2997, pruned_loss=0.0632, over 2476935.24 frames. utt_duration=447.4 frames, utt_pad_proportion=0.06627, over 22209.98 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3015, pruned_loss=0.07309, over 2468302.38 frames. utt_duration=1205 frames, utt_pad_proportion=0.07442, over 8203.08 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2989, pruned_loss=0.06181, over 2477612.42 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06612, over 23822.01 utterances.], batch size: 183, lr: 3.90e-04
2022-08-25 18:48:09,989 INFO [train.py:927] (2/8) Epoch 9, batch 20050, giga_loss[loss=0.1967, simple_loss=0.2729, pruned_loss=0.06025, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03377, over 85.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2935, pruned_loss=0.06116, over 2475480.79 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06366, over 20594.89 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3017, pruned_loss=0.07311, over 2468591.48 frames. utt_duration=1202 frames, utt_pad_proportion=0.07403, over 8222.69 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2926, pruned_loss=0.05985, over 2475895.70 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06378, over 22093.38 utterances.], batch size: 85, lr: 3.90e-04
2022-08-25 18:49:52,286 INFO [train.py:927] (2/8) Epoch 9, batch 20100, giga_loss[loss=0.1603, simple_loss=0.2379, pruned_loss=0.04133, over 12457.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03468, over 105.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.286, pruned_loss=0.05863, over 2475150.39 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06406, over 19660.30 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3022, pruned_loss=0.0734, over 2468767.75 frames. utt_duration=1192 frames, utt_pad_proportion=0.07726, over 8291.78 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2846, pruned_loss=0.05703, over 2475477.16 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06279, over 21050.78 utterances.], batch size: 105, lr: 3.90e-04
2022-08-25 18:51:35,241 INFO [train.py:927] (2/8) Epoch 9, batch 20150, giga_loss[loss=0.1825, simple_loss=0.2609, pruned_loss=0.05205, over 12394.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03683, over 113.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2798, pruned_loss=0.05619, over 2475512.68 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06233, over 19823.45 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3022, pruned_loss=0.0734, over 2468828.48 frames. utt_duration=1196 frames, utt_pad_proportion=0.07641, over 8270.52 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2784, pruned_loss=0.05471, over 2475804.58 frames. utt_duration=471 frames, utt_pad_proportion=0.06168, over 21088.72 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:53:19,154 INFO [train.py:927] (2/8) Epoch 9, batch 20200, giga_loss[loss=0.1666, simple_loss=0.2438, pruned_loss=0.04469, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0369, over 40.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2746, pruned_loss=0.05485, over 2474275.28 frames. utt_duration=507.2 frames, utt_pad_proportion=0.06505, over 19567.62 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3017, pruned_loss=0.07312, over 2468563.59 frames. utt_duration=1201 frames, utt_pad_proportion=0.07499, over 8235.04 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2734, pruned_loss=0.05351, over 2474902.50 frames. utt_duration=475.5 frames, utt_pad_proportion=0.06478, over 20881.56 utterances.], batch size: 40, lr: 3.90e-04
2022-08-25 18:55:00,063 INFO [train.py:927] (2/8) Epoch 9, batch 20250, giga_loss[loss=0.1572, simple_loss=0.2435, pruned_loss=0.03538, over 12376.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03643, over 80.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2716, pruned_loss=0.05421, over 2474263.75 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06787, over 19837.70 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07324, over 2468574.63 frames. utt_duration=1180 frames, utt_pad_proportion=0.08186, over 8381.60 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2696, pruned_loss=0.05244, over 2474925.55 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06491, over 21136.03 utterances.], batch size: 80, lr: 3.90e-04
2022-08-25 18:56:40,906 INFO [train.py:927] (2/8) Epoch 9, batch 20300, giga_loss[loss=0.1695, simple_loss=0.2493, pruned_loss=0.04487, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03264, over 43.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2676, pruned_loss=0.05266, over 2474289.84 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06638, over 20351.73 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07334, over 2468781.55 frames. utt_duration=1181 frames, utt_pad_proportion=0.08093, over 8372.93 utterances.], giga_tot_loss[loss=0.1837, simple_loss=0.2655, pruned_loss=0.05092, over 2474710.19 frames. utt_duration=461.1 frames, utt_pad_proportion=0.06441, over 21535.43 utterances.], batch size: 43, lr: 3.90e-04
2022-08-25 18:58:19,235 INFO [train.py:927] (2/8) Epoch 9, batch 20350, giga_loss[loss=0.1599, simple_loss=0.2406, pruned_loss=0.03956, over 12270.00 frames. utt_duration=964 frames, utt_pad_proportion=0.03796, over 51.00 utterances.], tot_loss[loss=0.1832, simple_loss=0.2641, pruned_loss=0.05117, over 2474153.52 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06645, over 19796.41 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3021, pruned_loss=0.07331, over 2468767.01 frames. utt_duration=1185 frames, utt_pad_proportion=0.07896, over 8344.28 utterances.], giga_tot_loss[loss=0.1798, simple_loss=0.2612, pruned_loss=0.04914, over 2474689.30 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06534, over 21144.93 utterances.], batch size: 51, lr: 3.90e-04
2022-08-25 18:59:59,879 INFO [train.py:927] (2/8) Epoch 9, batch 20400, giga_loss[loss=0.2415, simple_loss=0.3065, pruned_loss=0.08822, over 12333.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2682, pruned_loss=0.05339, over 2474437.74 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06953, over 19726.79 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3019, pruned_loss=0.07312, over 2468758.26 frames. utt_duration=1190 frames, utt_pad_proportion=0.07672, over 8307.98 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2644, pruned_loss=0.05101, over 2475100.25 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06899, over 21303.54 utterances.], batch size: 362, lr: 3.90e-04
2022-08-25 19:01:41,303 INFO [train.py:927] (2/8) Epoch 9, batch 20450, giga_loss[loss=0.2288, simple_loss=0.3152, pruned_loss=0.07125, over 12418.00 frames. utt_duration=579.2 frames, utt_pad_proportion=0.0379, over 86.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2787, pruned_loss=0.05844, over 2473831.94 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06923, over 19432.17 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3021, pruned_loss=0.07328, over 2468458.26 frames. utt_duration=1181 frames, utt_pad_proportion=0.07983, over 8368.54 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.275, pruned_loss=0.05609, over 2474754.20 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06751, over 20839.85 utterances.], batch size: 86, lr: 3.90e-04
2022-08-25 19:03:23,448 INFO [train.py:927] (2/8) Epoch 9, batch 20500, giga_loss[loss=0.2067, simple_loss=0.3023, pruned_loss=0.05559, over 12374.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04033, over 113.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2853, pruned_loss=0.06037, over 2473190.64 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07098, over 19552.54 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07327, over 2468321.40 frames. utt_duration=1184 frames, utt_pad_proportion=0.07892, over 8351.40 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2821, pruned_loss=0.05828, over 2474115.06 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06978, over 20873.76 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 19:05:07,558 INFO [train.py:927] (2/8) Epoch 9, batch 20550, giga_loss[loss=0.1867, simple_loss=0.2736, pruned_loss=0.0499, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03735, over 31.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2889, pruned_loss=0.06126, over 2473312.67 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07455, over 19876.41 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3019, pruned_loss=0.07327, over 2468115.93 frames. utt_duration=1187 frames, utt_pad_proportion=0.07833, over 8330.18 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2861, pruned_loss=0.05929, over 2474331.74 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07355, over 21204.66 utterances.], batch size: 31, lr: 3.89e-04
2022-08-25 19:06:50,650 INFO [train.py:927] (2/8) Epoch 9, batch 20600, giga_loss[loss=0.2431, simple_loss=0.3211, pruned_loss=0.08252, over 12445.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.03037, over 55.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2936, pruned_loss=0.06388, over 2474266.61 frames. utt_duration=497.8 frames, utt_pad_proportion=0.0714, over 19942.23 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.0732, over 2468073.71 frames. utt_duration=1188 frames, utt_pad_proportion=0.07714, over 8320.65 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2912, pruned_loss=0.06219, over 2475215.95 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07118, over 21216.93 utterances.], batch size: 55, lr: 3.89e-04
2022-08-25 19:08:30,808 INFO [train.py:927] (2/8) Epoch 9, batch 20650, giga_loss[loss=0.2373, simple_loss=0.33, pruned_loss=0.07227, over 12257.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02731, over 54.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06459, over 2474142.01 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06751, over 18944.77 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3018, pruned_loss=0.07308, over 2468165.03 frames. utt_duration=1192 frames, utt_pad_proportion=0.07563, over 8291.91 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2947, pruned_loss=0.06315, over 2474955.09 frames. utt_duration=490.6 frames, utt_pad_proportion=0.06806, over 20242.41 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:10:12,587 INFO [train.py:927] (2/8) Epoch 9, batch 20700, giga_loss[loss=0.2045, simple_loss=0.3024, pruned_loss=0.05326, over 12384.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02722, over 70.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2993, pruned_loss=0.06476, over 2473694.73 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06234, over 17820.03 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07295, over 2468048.40 frames. utt_duration=1194 frames, utt_pad_proportion=0.07508, over 8281.00 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2978, pruned_loss=0.06367, over 2474490.69 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06328, over 18939.60 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:11:54,858 INFO [train.py:927] (2/8) Epoch 9, batch 20750, giga_loss[loss=0.1926, simple_loss=0.2885, pruned_loss=0.04829, over 12361.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03603, over 122.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3005, pruned_loss=0.06425, over 2473406.98 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06299, over 17290.09 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3019, pruned_loss=0.07304, over 2467862.66 frames. utt_duration=1192 frames, utt_pad_proportion=0.07473, over 8293.87 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.299, pruned_loss=0.06305, over 2474340.76 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06371, over 18425.36 utterances.], batch size: 122, lr: 3.89e-04
2022-08-25 19:13:34,832 INFO [train.py:927] (2/8) Epoch 9, batch 20800, giga_loss[loss=0.22, simple_loss=0.3109, pruned_loss=0.06459, over 12380.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04002, over 113.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3009, pruned_loss=0.06352, over 2473824.35 frames. utt_duration=601 frames, utt_pad_proportion=0.05912, over 16506.16 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3021, pruned_loss=0.07307, over 2468100.02 frames. utt_duration=1191 frames, utt_pad_proportion=0.07448, over 8299.11 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2995, pruned_loss=0.06238, over 2474447.01 frames. utt_duration=565.3 frames, utt_pad_proportion=0.05988, over 17556.17 utterances.], batch size: 113, lr: 3.89e-04
2022-08-25 19:15:17,790 INFO [train.py:927] (2/8) Epoch 9, batch 20850, giga_loss[loss=0.2234, simple_loss=0.3004, pruned_loss=0.07325, over 12328.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03564, over 51.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3021, pruned_loss=0.06555, over 2472937.54 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06188, over 16479.09 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3019, pruned_loss=0.07306, over 2467724.90 frames. utt_duration=1176 frames, utt_pad_proportion=0.08029, over 8407.12 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3011, pruned_loss=0.06439, over 2473927.93 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05948, over 17446.19 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:17:01,843 INFO [train.py:927] (2/8) Epoch 9, batch 20900, giga_loss[loss=0.2136, simple_loss=0.3011, pruned_loss=0.063, over 12470.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0365, over 40.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3017, pruned_loss=0.06655, over 2471948.22 frames. utt_duration=615.1 frames, utt_pad_proportion=0.06216, over 16115.34 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3017, pruned_loss=0.07311, over 2467480.58 frames. utt_duration=1180 frames, utt_pad_proportion=0.07882, over 8378.34 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3012, pruned_loss=0.06541, over 2473063.64 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06063, over 17131.88 utterances.], batch size: 40, lr: 3.89e-04
2022-08-25 19:18:46,107 INFO [train.py:927] (2/8) Epoch 9, batch 20950, giga_loss[loss=0.209, simple_loss=0.2878, pruned_loss=0.0651, over 12340.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1976, over 366.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3021, pruned_loss=0.06762, over 2472324.86 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06386, over 16346.48 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3021, pruned_loss=0.07342, over 2467614.79 frames. utt_duration=1169 frames, utt_pad_proportion=0.08133, over 8456.41 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3013, pruned_loss=0.0663, over 2473192.85 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06126, over 17260.29 utterances.], batch size: 366, lr: 3.89e-04
2022-08-25 19:20:38,926 INFO [train.py:927] (2/8) Epoch 9, batch 21000, giga_loss[loss=0.2005, simple_loss=0.2897, pruned_loss=0.05569, over 12390.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02781, over 62.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3003, pruned_loss=0.06609, over 2472908.30 frames. utt_duration=602.1 frames, utt_pad_proportion=0.06343, over 16468.72 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3021, pruned_loss=0.07342, over 2467614.79 frames. utt_duration=1169 frames, utt_pad_proportion=0.08133, over 8456.41 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2997, pruned_loss=0.06506, over 2473583.87 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06142, over 17179.95 utterances.], batch size: 62, lr: 3.89e-04
2022-08-25 19:20:38,927 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 19:20:52,828 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1827, simple_loss=0.2949, pruned_loss=0.03521, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 19:22:35,504 INFO [train.py:927] (2/8) Epoch 9, batch 21050, giga_loss[loss=0.1946, simple_loss=0.2746, pruned_loss=0.05731, over 12386.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0398, over 105.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2968, pruned_loss=0.0649, over 2473453.07 frames. utt_duration=599.1 frames, utt_pad_proportion=0.06161, over 16556.81 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3024, pruned_loss=0.07357, over 2467742.04 frames. utt_duration=1162 frames, utt_pad_proportion=0.08338, over 8503.88 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.06376, over 2474016.75 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05889, over 17270.94 utterances.], batch size: 105, lr: 3.89e-04
2022-08-25 19:24:18,007 INFO [train.py:927] (2/8) Epoch 9, batch 21100, giga_loss[loss=0.2256, simple_loss=0.3033, pruned_loss=0.07397, over 12233.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03024, over 42.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2934, pruned_loss=0.06394, over 2472953.38 frames. utt_duration=547.8 frames, utt_pad_proportion=0.07011, over 18105.12 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07321, over 2467577.10 frames. utt_duration=1167 frames, utt_pad_proportion=0.08147, over 8468.90 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2931, pruned_loss=0.06307, over 2473726.45 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06848, over 19015.63 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:26:01,882 INFO [train.py:927] (2/8) Epoch 9, batch 21150, giga_loss[loss=0.1925, simple_loss=0.2804, pruned_loss=0.05232, over 12463.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.0279, over 55.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.293, pruned_loss=0.064, over 2473394.45 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06773, over 17758.80 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3016, pruned_loss=0.07322, over 2467722.36 frames. utt_duration=1172 frames, utt_pad_proportion=0.07979, over 8432.45 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2925, pruned_loss=0.06293, over 2474063.62 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06704, over 18883.93 utterances.], batch size: 55, lr: 3.89e-04
2022-08-25 19:27:43,645 INFO [train.py:927] (2/8) Epoch 9, batch 21200, giga_loss[loss=0.264, simple_loss=0.3294, pruned_loss=0.09924, over 12397.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2914, pruned_loss=0.06412, over 2474076.98 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06649, over 17268.85 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.302, pruned_loss=0.0735, over 2467681.16 frames. utt_duration=1168 frames, utt_pad_proportion=0.08179, over 8464.71 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2904, pruned_loss=0.06271, over 2474839.16 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06512, over 18440.43 utterances.], batch size: 259, lr: 3.89e-04
2022-08-25 19:29:26,797 INFO [train.py:927] (2/8) Epoch 9, batch 21250, giga_loss[loss=0.185, simple_loss=0.2656, pruned_loss=0.05222, over 12302.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03556, over 51.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2887, pruned_loss=0.06325, over 2473874.24 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06381, over 16807.04 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3024, pruned_loss=0.07384, over 2467727.84 frames. utt_duration=1157 frames, utt_pad_proportion=0.08457, over 8542.44 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06163, over 2474551.45 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06125, over 17821.30 utterances.], batch size: 51, lr: 3.89e-04
2022-08-25 19:31:07,177 INFO [train.py:927] (2/8) Epoch 9, batch 21300, giga_loss[loss=0.235, simple_loss=0.3026, pruned_loss=0.0837, over 12363.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.286, pruned_loss=0.06272, over 2474154.82 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06387, over 16205.39 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3025, pruned_loss=0.07394, over 2468020.16 frames. utt_duration=1153 frames, utt_pad_proportion=0.08644, over 8576.71 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2844, pruned_loss=0.06104, over 2474597.73 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06048, over 17194.58 utterances.], batch size: 362, lr: 3.89e-04
2022-08-25 19:32:50,532 INFO [train.py:927] (2/8) Epoch 9, batch 21350, giga_loss[loss=0.1905, simple_loss=0.2726, pruned_loss=0.05415, over 12409.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02819, over 58.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2831, pruned_loss=0.06167, over 2473111.03 frames. utt_duration=640 frames, utt_pad_proportion=0.05956, over 15493.14 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3023, pruned_loss=0.07396, over 2467813.80 frames. utt_duration=1162 frames, utt_pad_proportion=0.08407, over 8509.59 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2812, pruned_loss=0.05975, over 2473932.33 frames. utt_duration=594 frames, utt_pad_proportion=0.05761, over 16701.27 utterances.], batch size: 58, lr: 3.89e-04
2022-08-25 19:34:31,999 INFO [train.py:927] (2/8) Epoch 9, batch 21400, giga_loss[loss=0.1866, simple_loss=0.2739, pruned_loss=0.04963, over 12413.00 frames. utt_duration=710.9 frames, utt_pad_proportion=0.02483, over 70.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2817, pruned_loss=0.06113, over 2472543.53 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05989, over 15593.37 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3024, pruned_loss=0.07385, over 2467901.22 frames. utt_duration=1169 frames, utt_pad_proportion=0.08239, over 8456.95 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2795, pruned_loss=0.05935, over 2473276.12 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05879, over 16796.54 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:36:18,057 INFO [train.py:927] (2/8) Epoch 9, batch 21450, giga_loss[loss=0.2372, simple_loss=0.3132, pruned_loss=0.08063, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04093, over 133.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2813, pruned_loss=0.06085, over 2472100.68 frames. utt_duration=632.3 frames, utt_pad_proportion=0.06054, over 15677.19 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3019, pruned_loss=0.07364, over 2467947.41 frames. utt_duration=1173 frames, utt_pad_proportion=0.08127, over 8425.15 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2796, pruned_loss=0.05937, over 2472715.34 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05999, over 16793.58 utterances.], batch size: 133, lr: 3.89e-04
2022-08-25 19:38:02,512 INFO [train.py:927] (2/8) Epoch 9, batch 21500, giga_loss[loss=0.2214, simple_loss=0.3078, pruned_loss=0.06753, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02867, over 70.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2857, pruned_loss=0.06334, over 2471695.55 frames. utt_duration=615.8 frames, utt_pad_proportion=0.06296, over 16095.26 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3014, pruned_loss=0.07333, over 2467276.55 frames. utt_duration=1180 frames, utt_pad_proportion=0.07919, over 8371.19 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.284, pruned_loss=0.06198, over 2472935.28 frames. utt_duration=573.3 frames, utt_pad_proportion=0.0629, over 17299.24 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:39:42,727 INFO [train.py:927] (2/8) Epoch 9, batch 21550, giga_loss[loss=0.182, simple_loss=0.2709, pruned_loss=0.04661, over 12336.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04945, over 26.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2911, pruned_loss=0.06662, over 2471945.60 frames. utt_duration=606 frames, utt_pad_proportion=0.06579, over 16355.79 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3014, pruned_loss=0.07329, over 2466973.16 frames. utt_duration=1179 frames, utt_pad_proportion=0.07858, over 8378.98 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2894, pruned_loss=0.06532, over 2473365.17 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06559, over 17572.16 utterances.], batch size: 26, lr: 3.89e-04
2022-08-25 19:41:25,977 INFO [train.py:927] (2/8) Epoch 9, batch 21600, giga_loss[loss=0.2704, simple_loss=0.3487, pruned_loss=0.09607, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06503, over 183.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2964, pruned_loss=0.06819, over 2472781.33 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06408, over 16824.45 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3011, pruned_loss=0.07308, over 2467128.78 frames. utt_duration=1184 frames, utt_pad_proportion=0.07713, over 8345.82 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2951, pruned_loss=0.06722, over 2473888.65 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06454, over 18011.84 utterances.], batch size: 183, lr: 3.89e-04
2022-08-25 19:43:07,323 INFO [train.py:927] (2/8) Epoch 9, batch 21650, libri_loss[loss=0.2793, simple_loss=0.3493, pruned_loss=0.1047, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005488, over 35.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3032, pruned_loss=0.0718, over 2473212.75 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06092, over 17362.14 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3015, pruned_loss=0.07331, over 2467196.26 frames. utt_duration=1185 frames, utt_pad_proportion=0.07557, over 8338.45 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3017, pruned_loss=0.07067, over 2474276.09 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06186, over 18640.82 utterances.], batch size: 35, lr: 3.89e-04
2022-08-25 19:44:49,614 INFO [train.py:927] (2/8) Epoch 9, batch 21700, giga_loss[loss=0.2073, simple_loss=0.3029, pruned_loss=0.05586, over 12366.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03443, over 104.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.07027, over 2473303.64 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06059, over 17677.54 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3019, pruned_loss=0.07351, over 2467400.01 frames. utt_duration=1190 frames, utt_pad_proportion=0.07349, over 8303.82 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3006, pruned_loss=0.06911, over 2474194.27 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06192, over 19045.14 utterances.], batch size: 104, lr: 3.89e-04
2022-08-25 19:46:33,139 INFO [train.py:927] (2/8) Epoch 9, batch 21750, giga_loss[loss=0.2092, simple_loss=0.2932, pruned_loss=0.06266, over 12240.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03465, over 28.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3002, pruned_loss=0.06848, over 2473185.57 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06041, over 17833.54 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3016, pruned_loss=0.07345, over 2467319.06 frames. utt_duration=1193 frames, utt_pad_proportion=0.07275, over 8281.82 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.2993, pruned_loss=0.06753, over 2474059.04 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06169, over 19108.36 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 19:48:17,899 INFO [train.py:927] (2/8) Epoch 9, batch 21800, giga_loss[loss=0.2818, simple_loss=0.3441, pruned_loss=0.1097, over 12365.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1118, over 260.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3023, pruned_loss=0.06952, over 2472999.56 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06444, over 18564.45 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3015, pruned_loss=0.07351, over 2467173.33 frames. utt_duration=1195 frames, utt_pad_proportion=0.07224, over 8270.17 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3016, pruned_loss=0.0686, over 2473929.37 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06523, over 19792.51 utterances.], batch size: 260, lr: 3.88e-04
2022-08-25 19:50:01,114 INFO [train.py:927] (2/8) Epoch 9, batch 21850, giga_loss[loss=0.2183, simple_loss=0.3042, pruned_loss=0.06618, over 12369.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03124, over 58.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3042, pruned_loss=0.07092, over 2473471.55 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06292, over 18225.20 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07373, over 2467378.29 frames. utt_duration=1184 frames, utt_pad_proportion=0.07618, over 8349.07 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3033, pruned_loss=0.06997, over 2474067.31 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06224, over 19217.14 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 19:51:45,698 INFO [train.py:927] (2/8) Epoch 9, batch 21900, giga_loss[loss=0.2213, simple_loss=0.3027, pruned_loss=0.06996, over 12220.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03149, over 42.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3045, pruned_loss=0.07135, over 2472594.02 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05881, over 17318.37 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3017, pruned_loss=0.0736, over 2467334.35 frames. utt_duration=1189 frames, utt_pad_proportion=0.07483, over 8307.71 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.304, pruned_loss=0.07066, over 2473248.15 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05888, over 18363.47 utterances.], batch size: 42, lr: 3.88e-04
2022-08-25 19:53:29,924 INFO [train.py:927] (2/8) Epoch 9, batch 21950, giga_loss[loss=0.2147, simple_loss=0.2993, pruned_loss=0.06511, over 12296.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03697, over 51.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3044, pruned_loss=0.07119, over 2472284.99 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05752, over 16636.83 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3011, pruned_loss=0.07331, over 2467326.41 frames. utt_duration=1196 frames, utt_pad_proportion=0.07288, over 8260.47 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3048, pruned_loss=0.07084, over 2473023.50 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05829, over 17854.45 utterances.], batch size: 51, lr: 3.88e-04
2022-08-25 19:55:12,109 INFO [train.py:927] (2/8) Epoch 9, batch 22000, giga_loss[loss=0.2154, simple_loss=0.3, pruned_loss=0.06536, over 12384.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04557, over 146.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3052, pruned_loss=0.07078, over 2472555.71 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05784, over 16482.49 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3011, pruned_loss=0.07335, over 2467478.90 frames. utt_duration=1194 frames, utt_pad_proportion=0.07315, over 8277.90 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3054, pruned_loss=0.07044, over 2473042.70 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05821, over 17499.46 utterances.], batch size: 146, lr: 3.88e-04
2022-08-25 19:56:55,120 INFO [train.py:927] (2/8) Epoch 9, batch 22050, libri_loss[loss=0.1737, simple_loss=0.2548, pruned_loss=0.04631, over 12347.00 frames. utt_duration=1831 frames, utt_pad_proportion=0.02682, over 27.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3032, pruned_loss=0.06981, over 2472777.40 frames. utt_duration=631.7 frames, utt_pad_proportion=0.05479, over 15695.83 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3004, pruned_loss=0.07305, over 2467165.91 frames. utt_duration=1204 frames, utt_pad_proportion=0.07189, over 8208.43 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3042, pruned_loss=0.06977, over 2473608.99 frames. utt_duration=591 frames, utt_pad_proportion=0.05568, over 16785.86 utterances.], batch size: 27, lr: 3.88e-04
2022-08-25 19:58:37,934 INFO [train.py:927] (2/8) Epoch 9, batch 22100, giga_loss[loss=0.2412, simple_loss=0.3183, pruned_loss=0.08205, over 12446.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03575, over 86.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3028, pruned_loss=0.07003, over 2473413.42 frames. utt_duration=634.8 frames, utt_pad_proportion=0.05526, over 15622.60 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2996, pruned_loss=0.07253, over 2467058.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.07008, over 8151.18 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3043, pruned_loss=0.07035, over 2474388.24 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05648, over 16827.21 utterances.], batch size: 86, lr: 3.88e-04
2022-08-25 20:00:18,809 INFO [train.py:927] (2/8) Epoch 9, batch 22150, libri_loss[loss=0.3025, simple_loss=0.3611, pruned_loss=0.1219, over 12381.00 frames. utt_duration=400.9 frames, utt_pad_proportion=0.3746, over 124.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3034, pruned_loss=0.0705, over 2472496.61 frames. utt_duration=653.5 frames, utt_pad_proportion=0.06042, over 15169.15 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3001, pruned_loss=0.07279, over 2466752.60 frames. utt_duration=1196 frames, utt_pad_proportion=0.07739, over 8263.35 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3044, pruned_loss=0.07043, over 2473808.89 frames. utt_duration=607 frames, utt_pad_proportion=0.05723, over 16341.40 utterances.], batch size: 124, lr: 3.88e-04
2022-08-25 20:02:02,952 INFO [train.py:927] (2/8) Epoch 9, batch 22200, giga_loss[loss=0.21, simple_loss=0.2957, pruned_loss=0.06219, over 12364.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3031, pruned_loss=0.06979, over 2472231.66 frames. utt_duration=657.5 frames, utt_pad_proportion=0.05896, over 15074.00 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2999, pruned_loss=0.07272, over 2467061.01 frames. utt_duration=1199 frames, utt_pad_proportion=0.07655, over 8239.50 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3041, pruned_loss=0.06975, over 2473050.04 frames. utt_duration=615.1 frames, utt_pad_proportion=0.0568, over 16120.63 utterances.], batch size: 66, lr: 3.88e-04
2022-08-25 20:03:45,754 INFO [train.py:927] (2/8) Epoch 9, batch 22250, giga_loss[loss=0.2061, simple_loss=0.2866, pruned_loss=0.06274, over 12394.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.0355, over 80.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3022, pruned_loss=0.06959, over 2473178.74 frames. utt_duration=656.5 frames, utt_pad_proportion=0.06437, over 15103.08 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3002, pruned_loss=0.07273, over 2467255.40 frames. utt_duration=1192 frames, utt_pad_proportion=0.07883, over 8288.77 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3028, pruned_loss=0.06948, over 2473790.17 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06101, over 16074.41 utterances.], batch size: 80, lr: 3.88e-04
2022-08-25 20:05:28,043 INFO [train.py:927] (2/8) Epoch 9, batch 22300, giga_loss[loss=0.1943, simple_loss=0.2834, pruned_loss=0.05259, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.02846, over 62.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.2998, pruned_loss=0.0689, over 2472820.77 frames. utt_duration=659.1 frames, utt_pad_proportion=0.05981, over 15041.83 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3003, pruned_loss=0.07305, over 2466822.24 frames. utt_duration=1196 frames, utt_pad_proportion=0.07795, over 8262.00 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3002, pruned_loss=0.0684, over 2473891.57 frames. utt_duration=618.7 frames, utt_pad_proportion=0.05756, over 16033.34 utterances.], batch size: 62, lr: 3.88e-04
2022-08-25 20:07:09,890 INFO [train.py:927] (2/8) Epoch 9, batch 22350, giga_loss[loss=0.2341, simple_loss=0.3057, pruned_loss=0.08123, over 12421.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2989, pruned_loss=0.0689, over 2472645.28 frames. utt_duration=644.4 frames, utt_pad_proportion=0.0617, over 15384.37 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3, pruned_loss=0.07316, over 2467001.99 frames. utt_duration=1192 frames, utt_pad_proportion=0.07952, over 8291.10 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2995, pruned_loss=0.06824, over 2473595.63 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05879, over 16454.99 utterances.], batch size: 113, lr: 3.88e-04
2022-08-25 20:08:51,900 INFO [train.py:927] (2/8) Epoch 9, batch 22400, giga_loss[loss=0.167, simple_loss=0.2547, pruned_loss=0.03965, over 12339.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02928, over 66.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2967, pruned_loss=0.06787, over 2472878.62 frames. utt_duration=657.5 frames, utt_pad_proportion=0.05659, over 15077.76 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3003, pruned_loss=0.07341, over 2467360.39 frames. utt_duration=1195 frames, utt_pad_proportion=0.07801, over 8269.01 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2969, pruned_loss=0.06699, over 2473452.37 frames. utt_duration=615.6 frames, utt_pad_proportion=0.05501, over 16110.13 utterances.], batch size: 66, lr: 3.88e-04
2022-08-25 20:10:34,424 INFO [train.py:927] (2/8) Epoch 9, batch 22450, giga_loss[loss=0.1769, simple_loss=0.2637, pruned_loss=0.04503, over 12216.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04093, over 28.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06668, over 2472553.35 frames. utt_duration=645.8 frames, utt_pad_proportion=0.05901, over 15350.70 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3, pruned_loss=0.07343, over 2466707.49 frames. utt_duration=1189 frames, utt_pad_proportion=0.08085, over 8311.02 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2938, pruned_loss=0.06573, over 2473812.54 frames. utt_duration=604.7 frames, utt_pad_proportion=0.05577, over 16404.02 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 20:12:16,212 INFO [train.py:927] (2/8) Epoch 9, batch 22500, giga_loss[loss=0.1895, simple_loss=0.2712, pruned_loss=0.05392, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03621, over 40.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2928, pruned_loss=0.06577, over 2473478.13 frames. utt_duration=642.5 frames, utt_pad_proportion=0.05518, over 15433.93 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3002, pruned_loss=0.07342, over 2467000.74 frames. utt_duration=1190 frames, utt_pad_proportion=0.07953, over 8305.47 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2926, pruned_loss=0.06483, over 2474359.01 frames. utt_duration=603.3 frames, utt_pad_proportion=0.05316, over 16446.16 utterances.], batch size: 40, lr: 3.88e-04
2022-08-25 20:13:58,955 INFO [train.py:927] (2/8) Epoch 9, batch 22550, giga_loss[loss=0.2774, simple_loss=0.3468, pruned_loss=0.104, over 12375.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1964, over 366.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2937, pruned_loss=0.06575, over 2473370.72 frames. utt_duration=612.8 frames, utt_pad_proportion=0.05893, over 16185.43 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3002, pruned_loss=0.07354, over 2467080.99 frames. utt_duration=1192 frames, utt_pad_proportion=0.07863, over 8285.97 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2935, pruned_loss=0.0648, over 2474083.98 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05745, over 17100.04 utterances.], batch size: 366, lr: 3.88e-04
2022-08-25 20:15:38,215 INFO [train.py:927] (2/8) Epoch 9, batch 22600, giga_loss[loss=0.2186, simple_loss=0.2945, pruned_loss=0.07136, over 12265.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02791, over 42.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2947, pruned_loss=0.06528, over 2473875.64 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06136, over 17476.94 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3, pruned_loss=0.0734, over 2467454.01 frames. utt_duration=1197 frames, utt_pad_proportion=0.07715, over 8254.16 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2945, pruned_loss=0.06447, over 2474245.07 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06065, over 18443.38 utterances.], batch size: 42, lr: 3.88e-04
2022-08-25 20:17:19,155 INFO [train.py:927] (2/8) Epoch 9, batch 22650, giga_loss[loss=0.1996, simple_loss=0.276, pruned_loss=0.06162, over 12179.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03159, over 36.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2929, pruned_loss=0.06375, over 2473211.89 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05638, over 16812.08 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2999, pruned_loss=0.07339, over 2467576.78 frames. utt_duration=1200 frames, utt_pad_proportion=0.0766, over 8236.68 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2928, pruned_loss=0.06303, over 2473459.03 frames. utt_duration=561.5 frames, utt_pad_proportion=0.0562, over 17667.03 utterances.], batch size: 36, lr: 3.88e-04
2022-08-25 20:19:01,954 INFO [train.py:927] (2/8) Epoch 9, batch 22700, giga_loss[loss=0.2258, simple_loss=0.3132, pruned_loss=0.06922, over 12362.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2945, pruned_loss=0.0645, over 2473869.09 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05943, over 17413.03 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3003, pruned_loss=0.07359, over 2467768.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07651, over 8266.42 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06355, over 2474034.99 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05903, over 18268.06 utterances.], batch size: 91, lr: 3.88e-04
2022-08-25 20:20:45,367 INFO [train.py:927] (2/8) Epoch 9, batch 22750, giga_loss[loss=0.2114, simple_loss=0.299, pruned_loss=0.06196, over 12457.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.03024, over 80.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2966, pruned_loss=0.06481, over 2473901.82 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05793, over 17635.37 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2999, pruned_loss=0.07338, over 2467575.78 frames. utt_duration=1199 frames, utt_pad_proportion=0.07605, over 8240.82 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2964, pruned_loss=0.06417, over 2474276.10 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05782, over 18423.61 utterances.], batch size: 80, lr: 3.88e-04
2022-08-25 20:22:26,547 INFO [train.py:927] (2/8) Epoch 9, batch 22800, giga_loss[loss=0.2411, simple_loss=0.3288, pruned_loss=0.07669, over 12397.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06881, over 211.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2983, pruned_loss=0.06544, over 2472963.50 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05885, over 17601.35 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.07326, over 2467485.72 frames. utt_duration=1199 frames, utt_pad_proportion=0.07498, over 8241.05 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.298, pruned_loss=0.06479, over 2473533.60 frames. utt_duration=536 frames, utt_pad_proportion=0.05887, over 18510.90 utterances.], batch size: 211, lr: 3.88e-04
2022-08-25 20:24:07,467 INFO [train.py:927] (2/8) Epoch 9, batch 22850, libri_loss[loss=0.1937, simple_loss=0.2851, pruned_loss=0.05115, over 12182.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006619, over 33.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.06519, over 2472410.14 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05533, over 16830.79 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2993, pruned_loss=0.07282, over 2467161.71 frames. utt_duration=1209 frames, utt_pad_proportion=0.07287, over 8169.65 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2983, pruned_loss=0.0648, over 2473369.15 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05619, over 17967.53 utterances.], batch size: 33, lr: 3.88e-04
2022-08-25 20:25:50,699 INFO [train.py:927] (2/8) Epoch 9, batch 22900, giga_loss[loss=0.1637, simple_loss=0.2461, pruned_loss=0.04064, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0349, over 37.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.297, pruned_loss=0.06465, over 2473407.97 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05671, over 16865.32 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3, pruned_loss=0.0733, over 2467515.85 frames. utt_duration=1193 frames, utt_pad_proportion=0.07751, over 8282.97 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2967, pruned_loss=0.06373, over 2473980.68 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05514, over 17858.97 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 20:27:30,985 INFO [train.py:927] (2/8) Epoch 9, batch 22950, giga_loss[loss=0.2027, simple_loss=0.2905, pruned_loss=0.05741, over 12382.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02602, over 66.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2963, pruned_loss=0.06487, over 2474102.97 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05773, over 17454.38 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3005, pruned_loss=0.07373, over 2467618.87 frames. utt_duration=1183 frames, utt_pad_proportion=0.08013, over 8351.74 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2955, pruned_loss=0.06349, over 2474640.06 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05504, over 18427.50 utterances.], batch size: 66, lr: 3.87e-04
2022-08-25 20:29:18,826 INFO [train.py:927] (2/8) Epoch 9, batch 23000, giga_loss[loss=0.1707, simple_loss=0.2557, pruned_loss=0.04288, over 12250.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03828, over 28.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2978, pruned_loss=0.06474, over 2474545.44 frames. utt_duration=547 frames, utt_pad_proportion=0.05867, over 18145.48 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3003, pruned_loss=0.0736, over 2467734.81 frames. utt_duration=1185 frames, utt_pad_proportion=0.07985, over 8340.49 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2973, pruned_loss=0.06361, over 2474999.29 frames. utt_duration=519.7 frames, utt_pad_proportion=0.05656, over 19103.80 utterances.], batch size: 28, lr: 3.87e-04
2022-08-25 20:31:00,004 INFO [train.py:927] (2/8) Epoch 9, batch 23050, giga_loss[loss=0.209, simple_loss=0.2855, pruned_loss=0.0663, over 12282.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0345, over 28.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.06523, over 2474778.48 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05578, over 18043.85 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3002, pruned_loss=0.07352, over 2468096.84 frames. utt_duration=1183 frames, utt_pad_proportion=0.07932, over 8358.65 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2971, pruned_loss=0.06422, over 2474962.53 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05421, over 19012.95 utterances.], batch size: 28, lr: 3.87e-04
2022-08-25 20:32:41,475 INFO [train.py:927] (2/8) Epoch 9, batch 23100, giga_loss[loss=0.1869, simple_loss=0.2733, pruned_loss=0.05022, over 12453.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03063, over 55.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2953, pruned_loss=0.06543, over 2473998.85 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05812, over 18159.02 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3003, pruned_loss=0.07365, over 2467674.62 frames. utt_duration=1187 frames, utt_pad_proportion=0.07857, over 8329.45 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2948, pruned_loss=0.0644, over 2474592.44 frames. utt_duration=520.4 frames, utt_pad_proportion=0.05696, over 19075.93 utterances.], batch size: 55, lr: 3.87e-04
2022-08-25 20:34:21,282 INFO [train.py:927] (2/8) Epoch 9, batch 23150, giga_loss[loss=0.2005, simple_loss=0.2857, pruned_loss=0.05765, over 12442.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03461, over 86.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2941, pruned_loss=0.06515, over 2474357.21 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06372, over 18591.85 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3004, pruned_loss=0.0736, over 2467579.83 frames. utt_duration=1181 frames, utt_pad_proportion=0.08095, over 8367.68 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2934, pruned_loss=0.06418, over 2475038.16 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06136, over 19497.06 utterances.], batch size: 86, lr: 3.87e-04
2022-08-25 20:36:01,783 INFO [train.py:927] (2/8) Epoch 9, batch 23200, giga_loss[loss=0.1697, simple_loss=0.2472, pruned_loss=0.04612, over 12328.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04333, over 26.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2897, pruned_loss=0.06357, over 2473833.46 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06155, over 17476.12 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3005, pruned_loss=0.07371, over 2467694.81 frames. utt_duration=1184 frames, utt_pad_proportion=0.07973, over 8346.67 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.289, pruned_loss=0.06249, over 2474409.25 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06002, over 18440.60 utterances.], batch size: 26, lr: 3.87e-04
2022-08-25 20:37:44,299 INFO [train.py:927] (2/8) Epoch 9, batch 23250, giga_loss[loss=0.1849, simple_loss=0.2706, pruned_loss=0.04957, over 12276.00 frames. utt_duration=1365 frames, utt_pad_proportion=0.02406, over 36.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2861, pruned_loss=0.06216, over 2473571.25 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06453, over 17214.81 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3004, pruned_loss=0.07375, over 2467654.02 frames. utt_duration=1186 frames, utt_pad_proportion=0.07887, over 8329.84 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2853, pruned_loss=0.06104, over 2474196.66 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06342, over 18167.05 utterances.], batch size: 36, lr: 3.87e-04
2022-08-25 20:39:25,571 INFO [train.py:927] (2/8) Epoch 9, batch 23300, giga_loss[loss=0.2004, simple_loss=0.2795, pruned_loss=0.06068, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03964, over 30.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2878, pruned_loss=0.06264, over 2473867.83 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06682, over 17434.89 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3005, pruned_loss=0.07385, over 2467725.81 frames. utt_duration=1187 frames, utt_pad_proportion=0.07843, over 8328.32 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06146, over 2474405.03 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06586, over 18347.76 utterances.], batch size: 30, lr: 3.87e-04
2022-08-25 20:41:05,835 INFO [train.py:927] (2/8) Epoch 9, batch 23350, giga_loss[loss=0.286, simple_loss=0.3564, pruned_loss=0.1078, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04587, over 146.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2912, pruned_loss=0.06373, over 2473201.38 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06443, over 17360.64 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3004, pruned_loss=0.07374, over 2467624.64 frames. utt_duration=1191 frames, utt_pad_proportion=0.07694, over 8297.47 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2903, pruned_loss=0.06264, over 2473863.18 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06427, over 18320.22 utterances.], batch size: 146, lr: 3.87e-04
2022-08-25 20:42:46,925 INFO [train.py:927] (2/8) Epoch 9, batch 23400, libri_loss[loss=0.1804, simple_loss=0.2557, pruned_loss=0.05258, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008596, over 29.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2931, pruned_loss=0.06468, over 2473855.91 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06057, over 17139.79 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.2998, pruned_loss=0.07342, over 2467856.19 frames. utt_duration=1199 frames, utt_pad_proportion=0.07495, over 8244.26 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2926, pruned_loss=0.06375, over 2474378.34 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06127, over 18285.58 utterances.], batch size: 29, lr: 3.87e-04
2022-08-25 20:44:33,879 INFO [train.py:927] (2/8) Epoch 9, batch 23450, giga_loss[loss=0.3044, simple_loss=0.3695, pruned_loss=0.1197, over 12373.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.2995, pruned_loss=0.06869, over 2473933.55 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06127, over 17801.53 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2997, pruned_loss=0.07318, over 2467879.33 frames. utt_duration=1203 frames, utt_pad_proportion=0.07359, over 8217.41 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2991, pruned_loss=0.06802, over 2474432.10 frames. utt_duration=524 frames, utt_pad_proportion=0.06217, over 18942.13 utterances.], batch size: 182, lr: 3.87e-04
2022-08-25 20:46:15,439 INFO [train.py:927] (2/8) Epoch 9, batch 23500, giga_loss[loss=0.2695, simple_loss=0.3472, pruned_loss=0.09594, over 12413.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04301, over 146.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3059, pruned_loss=0.07269, over 2473625.68 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05836, over 18084.59 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2997, pruned_loss=0.07307, over 2467651.17 frames. utt_duration=1206 frames, utt_pad_proportion=0.072, over 8194.20 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3057, pruned_loss=0.07219, over 2474440.73 frames. utt_duration=512.8 frames, utt_pad_proportion=0.0597, over 19356.44 utterances.], batch size: 146, lr: 3.87e-04
2022-08-25 20:48:01,815 INFO [train.py:927] (2/8) Epoch 9, batch 23550, giga_loss[loss=0.2693, simple_loss=0.3443, pruned_loss=0.09714, over 12376.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04212, over 133.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3126, pruned_loss=0.07811, over 2473304.31 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0593, over 18489.19 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2995, pruned_loss=0.07301, over 2467722.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.07118, over 8178.45 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3128, pruned_loss=0.07778, over 2473989.85 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06048, over 19677.93 utterances.], batch size: 133, lr: 3.87e-04
2022-08-25 20:49:45,914 INFO [train.py:927] (2/8) Epoch 9, batch 23600, giga_loss[loss=0.2758, simple_loss=0.3349, pruned_loss=0.1083, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3163, pruned_loss=0.08104, over 2473795.64 frames. utt_duration=537.6 frames, utt_pad_proportion=0.0604, over 18456.61 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2996, pruned_loss=0.07304, over 2467936.11 frames. utt_duration=1200 frames, utt_pad_proportion=0.07351, over 8235.53 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3167, pruned_loss=0.08093, over 2474296.61 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06043, over 19592.26 utterances.], batch size: 97, lr: 3.87e-04
2022-08-25 20:51:30,446 INFO [train.py:927] (2/8) Epoch 9, batch 23650, giga_loss[loss=0.3532, simple_loss=0.3832, pruned_loss=0.1616, over 12363.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2118, over 373.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.321, pruned_loss=0.08523, over 2473684.45 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06237, over 18895.45 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2996, pruned_loss=0.07299, over 2467909.26 frames. utt_duration=1200 frames, utt_pad_proportion=0.07258, over 8238.71 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3218, pruned_loss=0.08546, over 2474247.92 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06247, over 20080.08 utterances.], batch size: 373, lr: 3.87e-04
2022-08-25 20:53:17,737 INFO [train.py:927] (2/8) Epoch 9, batch 23700, giga_loss[loss=0.2926, simple_loss=0.3586, pruned_loss=0.1133, over 12397.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3256, pruned_loss=0.08982, over 2473609.90 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07497, over 20575.35 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2996, pruned_loss=0.07288, over 2468096.02 frames. utt_duration=1203 frames, utt_pad_proportion=0.07128, over 8220.18 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3272, pruned_loss=0.0907, over 2474097.68 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07476, over 21980.87 utterances.], batch size: 113, lr: 3.87e-04
2022-08-25 20:55:05,429 INFO [train.py:927] (2/8) Epoch 9, batch 23750, giga_loss[loss=0.2265, simple_loss=0.3025, pruned_loss=0.07519, over 12431.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03936, over 37.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09263, over 2473888.73 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07496, over 21325.98 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2996, pruned_loss=0.07288, over 2468096.02 frames. utt_duration=1203 frames, utt_pad_proportion=0.07128, over 8220.18 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3293, pruned_loss=0.09332, over 2474268.37 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0748, over 22419.91 utterances.], batch size: 37, lr: 3.87e-04
2022-08-25 20:56:49,474 INFO [train.py:927] (2/8) Epoch 9, batch 23800, giga_loss[loss=0.2722, simple_loss=0.3552, pruned_loss=0.09464, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03605, over 51.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3303, pruned_loss=0.09395, over 2473546.36 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08101, over 22074.75 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2997, pruned_loss=0.07266, over 2468222.91 frames. utt_duration=1207 frames, utt_pad_proportion=0.07005, over 8190.04 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3319, pruned_loss=0.09516, over 2473857.44 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08112, over 23287.55 utterances.], batch size: 51, lr: 3.87e-04
2022-08-25 20:58:34,297 INFO [train.py:927] (2/8) Epoch 9, batch 23850, giga_loss[loss=0.2399, simple_loss=0.3155, pruned_loss=0.08215, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02917, over 45.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3302, pruned_loss=0.09364, over 2473835.20 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08091, over 22306.25 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2998, pruned_loss=0.07275, over 2468144.27 frames. utt_duration=1213 frames, utt_pad_proportion=0.06801, over 8150.40 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3327, pruned_loss=0.09541, over 2474388.27 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08183, over 23906.55 utterances.], batch size: 45, lr: 3.87e-04
2022-08-25 21:00:23,543 INFO [train.py:927] (2/8) Epoch 9, batch 23900, giga_loss[loss=0.2053, simple_loss=0.2923, pruned_loss=0.05911, over 12362.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3279, pruned_loss=0.0908, over 2473962.91 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08364, over 22358.19 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07283, over 2468268.26 frames. utt_duration=1209 frames, utt_pad_proportion=0.07025, over 8179.44 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.331, pruned_loss=0.09276, over 2474498.92 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08377, over 24072.56 utterances.], batch size: 51, lr: 3.87e-04
2022-08-25 21:02:09,107 INFO [train.py:927] (2/8) Epoch 9, batch 23950, giga_loss[loss=0.1958, simple_loss=0.2798, pruned_loss=0.05586, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04637, over 26.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3254, pruned_loss=0.08831, over 2474743.93 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07952, over 22428.87 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2999, pruned_loss=0.07292, over 2468355.46 frames. utt_duration=1210 frames, utt_pad_proportion=0.06888, over 8167.12 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3282, pruned_loss=0.09016, over 2475234.86 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08039, over 24130.52 utterances.], batch size: 26, lr: 3.87e-04
2022-08-25 21:03:53,774 INFO [train.py:927] (2/8) Epoch 9, batch 24000, libri_loss[loss=0.2667, simple_loss=0.3401, pruned_loss=0.09667, over 12391.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.0253, over 43.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3231, pruned_loss=0.08687, over 2474841.17 frames. utt_duration=443.5 frames, utt_pad_proportion=0.0791, over 22394.44 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2998, pruned_loss=0.07273, over 2468336.33 frames. utt_duration=1218 frames, utt_pad_proportion=0.06639, over 8114.27 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3266, pruned_loss=0.0892, over 2475537.65 frames. utt_duration=405.9 frames, utt_pad_proportion=0.08073, over 24484.43 utterances.], batch size: 43, lr: 3.87e-04
2022-08-25 21:03:53,775 INFO [train.py:958] (2/8) Computing validation loss
2022-08-25 21:04:08,555 INFO [train.py:967] (2/8) Epoch 9, validation: loss=0.1763, simple_loss=0.2864, pruned_loss=0.03306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 21:06:01,894 INFO [train.py:927] (2/8) Epoch 9, batch 24050, giga_loss[loss=0.2469, simple_loss=0.3219, pruned_loss=0.08592, over 12241.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03239, over 45.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3227, pruned_loss=0.08678, over 2474917.43 frames. utt_duration=435 frames, utt_pad_proportion=0.0837, over 22834.94 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2998, pruned_loss=0.07279, over 2468442.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06536, over 8093.18 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3258, pruned_loss=0.08882, over 2475470.18 frames. utt_duration=401.2 frames, utt_pad_proportion=0.08505, over 24768.77 utterances.], batch size: 45, lr: 3.87e-04
2022-08-25 21:07:51,578 INFO [train.py:927] (2/8) Epoch 9, batch 24100, giga_loss[loss=0.2494, simple_loss=0.3276, pruned_loss=0.08561, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03472, over 113.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3235, pruned_loss=0.0856, over 2474328.02 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08313, over 22403.72 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.2999, pruned_loss=0.07288, over 2468428.62 frames. utt_duration=1214 frames, utt_pad_proportion=0.06821, over 8141.49 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3265, pruned_loss=0.08747, over 2474941.53 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08365, over 24234.46 utterances.], batch size: 113, lr: 3.87e-04
2022-08-25 21:09:36,507 INFO [train.py:927] (2/8) Epoch 9, batch 24150, giga_loss[loss=0.2329, simple_loss=0.3099, pruned_loss=0.07796, over 12446.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04386, over 134.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3224, pruned_loss=0.0845, over 2474289.81 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0803, over 21744.60 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3, pruned_loss=0.07309, over 2468121.50 frames. utt_duration=1210 frames, utt_pad_proportion=0.07052, over 8171.23 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3254, pruned_loss=0.08619, over 2475273.98 frames. utt_duration=420.4 frames, utt_pad_proportion=0.08042, over 23632.91 utterances.], batch size: 134, lr: 3.86e-04
2022-08-25 21:11:20,417 INFO [train.py:927] (2/8) Epoch 9, batch 24200, libri_loss[loss=0.2178, simple_loss=0.2979, pruned_loss=0.06888, over 12449.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006141, over 35.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3212, pruned_loss=0.0844, over 2474383.46 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07833, over 21282.36 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3001, pruned_loss=0.07316, over 2468146.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.06936, over 8130.32 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3241, pruned_loss=0.08595, over 2475273.80 frames. utt_duration=429.5 frames, utt_pad_proportion=0.079, over 23129.41 utterances.], batch size: 35, lr: 3.86e-04
2022-08-25 21:13:05,589 INFO [train.py:927] (2/8) Epoch 9, batch 24250, giga_loss[loss=0.2174, simple_loss=0.3121, pruned_loss=0.06132, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04045, over 28.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3183, pruned_loss=0.08249, over 2474384.22 frames. utt_duration=492.6 frames, utt_pad_proportion=0.0764, over 20153.03 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2997, pruned_loss=0.07305, over 2468336.63 frames. utt_duration=1220 frames, utt_pad_proportion=0.06816, over 8102.40 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3214, pruned_loss=0.08405, over 2475063.37 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07756, over 21927.26 utterances.], batch size: 28, lr: 3.86e-04
2022-08-25 21:14:53,026 INFO [train.py:927] (2/8) Epoch 9, batch 24300, giga_loss[loss=0.2443, simple_loss=0.3227, pruned_loss=0.08292, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03335, over 80.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.317, pruned_loss=0.08071, over 2474368.99 frames. utt_duration=517.5 frames, utt_pad_proportion=0.07252, over 19177.33 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2993, pruned_loss=0.07283, over 2468494.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06603, over 8058.51 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3206, pruned_loss=0.08255, over 2475044.28 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07467, over 21149.17 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:16:42,345 INFO [train.py:927] (2/8) Epoch 9, batch 24350, giga_loss[loss=0.2063, simple_loss=0.2888, pruned_loss=0.06193, over 12400.00 frames. utt_duration=662.6 frames, utt_pad_proportion=0.03552, over 75.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3163, pruned_loss=0.08041, over 2474435.05 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07175, over 19233.07 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2994, pruned_loss=0.07292, over 2468487.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.0696, over 8118.18 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3194, pruned_loss=0.08193, over 2475080.51 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07249, over 20936.54 utterances.], batch size: 75, lr: 3.86e-04
2022-08-25 21:18:26,929 INFO [train.py:927] (2/8) Epoch 9, batch 24400, giga_loss[loss=0.2311, simple_loss=0.3094, pruned_loss=0.07641, over 12346.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02743, over 66.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.08108, over 2474625.08 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06979, over 19254.96 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.2999, pruned_loss=0.07324, over 2468625.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.07028, over 8162.19 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3183, pruned_loss=0.08209, over 2475071.25 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07029, over 20717.13 utterances.], batch size: 66, lr: 3.86e-04
2022-08-25 21:20:13,638 INFO [train.py:927] (2/8) Epoch 9, batch 24450, giga_loss[loss=0.2268, simple_loss=0.3007, pruned_loss=0.07645, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03011, over 91.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08142, over 2474804.96 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06986, over 19610.59 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3003, pruned_loss=0.07322, over 2468662.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.06921, over 8138.06 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3174, pruned_loss=0.08239, over 2475241.03 frames. utt_duration=473.1 frames, utt_pad_proportion=0.0706, over 20991.18 utterances.], batch size: 91, lr: 3.86e-04
2022-08-25 21:21:57,811 INFO [train.py:927] (2/8) Epoch 9, batch 24500, libri_loss[loss=0.2294, simple_loss=0.3114, pruned_loss=0.07368, over 12383.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009624, over 38.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3154, pruned_loss=0.08151, over 2473953.06 frames. utt_duration=499.9 frames, utt_pad_proportion=0.07226, over 19852.47 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3002, pruned_loss=0.07304, over 2468273.81 frames. utt_duration=1217 frames, utt_pad_proportion=0.06818, over 8121.37 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08274, over 2474814.34 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07315, over 21366.87 utterances.], batch size: 38, lr: 3.86e-04
2022-08-25 21:23:43,165 INFO [train.py:927] (2/8) Epoch 9, batch 24550, giga_loss[loss=0.3378, simple_loss=0.3725, pruned_loss=0.1515, over 12360.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1024, over 257.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3153, pruned_loss=0.08131, over 2473657.98 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07436, over 20963.80 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2998, pruned_loss=0.07279, over 2468081.83 frames. utt_duration=1222 frames, utt_pad_proportion=0.0672, over 8090.19 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08267, over 2474634.78 frames. utt_duration=443 frames, utt_pad_proportion=0.07523, over 22418.50 utterances.], batch size: 257, lr: 3.86e-04
2022-08-25 21:25:31,076 INFO [train.py:927] (2/8) Epoch 9, batch 24600, giga_loss[loss=0.2163, simple_loss=0.304, pruned_loss=0.06434, over 12359.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.0322, over 58.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08153, over 2474439.37 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07065, over 20987.30 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3001, pruned_loss=0.0729, over 2468003.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06638, over 8083.89 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3183, pruned_loss=0.08263, over 2475348.55 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07182, over 22307.67 utterances.], batch size: 58, lr: 3.86e-04
2022-08-25 21:27:18,430 INFO [train.py:927] (2/8) Epoch 9, batch 24650, giga_loss[loss=0.2718, simple_loss=0.3351, pruned_loss=0.1043, over 12379.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04, over 113.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3178, pruned_loss=0.08227, over 2474872.31 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06702, over 20690.61 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3, pruned_loss=0.07279, over 2467930.55 frames. utt_duration=1223 frames, utt_pad_proportion=0.06564, over 8079.43 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3195, pruned_loss=0.0834, over 2475760.02 frames. utt_duration=452.1 frames, utt_pad_proportion=0.06843, over 21973.60 utterances.], batch size: 113, lr: 3.86e-04
2022-08-25 21:29:03,730 INFO [train.py:927] (2/8) Epoch 9, batch 24700, giga_loss[loss=0.2729, simple_loss=0.3377, pruned_loss=0.104, over 12410.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03121, over 80.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3188, pruned_loss=0.08388, over 2475249.23 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06829, over 20868.65 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3003, pruned_loss=0.07292, over 2468123.12 frames. utt_duration=1226 frames, utt_pad_proportion=0.06437, over 8062.60 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3204, pruned_loss=0.08489, over 2475929.63 frames. utt_duration=447.7 frames, utt_pad_proportion=0.06977, over 22192.18 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:30:50,159 INFO [train.py:927] (2/8) Epoch 9, batch 24750, giga_loss[loss=0.2267, simple_loss=0.3132, pruned_loss=0.07011, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03338, over 75.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3189, pruned_loss=0.08437, over 2475076.01 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06769, over 20595.85 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3003, pruned_loss=0.07296, over 2468329.41 frames. utt_duration=1227 frames, utt_pad_proportion=0.06389, over 8054.74 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3204, pruned_loss=0.08529, over 2475520.58 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0691, over 21820.11 utterances.], batch size: 75, lr: 3.86e-04
2022-08-25 21:32:34,118 INFO [train.py:927] (2/8) Epoch 9, batch 24800, giga_loss[loss=0.2247, simple_loss=0.3008, pruned_loss=0.07425, over 12413.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03889, over 133.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08315, over 2475179.03 frames. utt_duration=485 frames, utt_pad_proportion=0.06799, over 20473.68 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3006, pruned_loss=0.07309, over 2468261.85 frames. utt_duration=1215 frames, utt_pad_proportion=0.06712, over 8137.18 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3197, pruned_loss=0.084, over 2475724.05 frames. utt_duration=459.1 frames, utt_pad_proportion=0.06809, over 21639.33 utterances.], batch size: 133, lr: 3.86e-04
2022-08-25 21:34:22,781 INFO [train.py:927] (2/8) Epoch 9, batch 24850, giga_loss[loss=0.2112, simple_loss=0.2928, pruned_loss=0.06481, over 12387.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04595, over 26.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3164, pruned_loss=0.08205, over 2475375.26 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06676, over 20708.94 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3006, pruned_loss=0.0733, over 2468197.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.06615, over 8105.66 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3177, pruned_loss=0.08271, over 2475993.49 frames. utt_duration=453.9 frames, utt_pad_proportion=0.06723, over 21892.52 utterances.], batch size: 26, lr: 3.86e-04
2022-08-25 21:36:09,025 INFO [train.py:927] (2/8) Epoch 9, batch 24900, giga_loss[loss=0.2128, simple_loss=0.2912, pruned_loss=0.06715, over 12358.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03204, over 58.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3151, pruned_loss=0.08228, over 2475130.14 frames. utt_duration=460 frames, utt_pad_proportion=0.0735, over 21592.46 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3003, pruned_loss=0.07321, over 2467786.07 frames. utt_duration=1224 frames, utt_pad_proportion=0.06523, over 8077.78 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3167, pruned_loss=0.08302, over 2476109.54 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07383, over 22779.96 utterances.], batch size: 58, lr: 3.86e-04
2022-08-25 21:37:57,983 INFO [train.py:927] (2/8) Epoch 9, batch 24950, giga_loss[loss=0.2662, simple_loss=0.3361, pruned_loss=0.09816, over 12368.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.08296, over 2474794.61 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07159, over 21178.16 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3003, pruned_loss=0.07318, over 2467889.22 frames. utt_duration=1223 frames, utt_pad_proportion=0.06506, over 8081.04 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3198, pruned_loss=0.08376, over 2475623.91 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07203, over 22363.79 utterances.], batch size: 257, lr: 3.86e-04
2022-08-25 21:39:49,327 INFO [train.py:927] (2/8) Epoch 9, batch 25000, giga_loss[loss=0.366, simple_loss=0.4059, pruned_loss=0.1631, over 12378.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3214, pruned_loss=0.08424, over 2474315.75 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07467, over 21597.07 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3003, pruned_loss=0.07321, over 2467771.77 frames. utt_duration=1225 frames, utt_pad_proportion=0.06495, over 8067.63 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3227, pruned_loss=0.08488, over 2475097.10 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07491, over 22591.83 utterances.], batch size: 259, lr: 3.86e-04
2022-08-25 21:41:36,101 INFO [train.py:927] (2/8) Epoch 9, batch 25050, libri_loss[loss=0.2009, simple_loss=0.2909, pruned_loss=0.05541, over 12458.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008133, over 29.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3223, pruned_loss=0.08467, over 2475258.47 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07122, over 21167.98 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.301, pruned_loss=0.07347, over 2468025.93 frames. utt_duration=1211 frames, utt_pad_proportion=0.06929, over 8165.28 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3231, pruned_loss=0.08516, over 2475769.11 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07011, over 22113.24 utterances.], batch size: 29, lr: 3.86e-04
2022-08-25 21:43:22,082 INFO [train.py:927] (2/8) Epoch 9, batch 25100, giga_loss[loss=0.2582, simple_loss=0.3203, pruned_loss=0.09802, over 12358.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3215, pruned_loss=0.08496, over 2475442.19 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0732, over 21243.93 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.07349, over 2467780.81 frames. utt_duration=1215 frames, utt_pad_proportion=0.06718, over 8135.58 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3229, pruned_loss=0.08586, over 2476421.59 frames. utt_duration=439 frames, utt_pad_proportion=0.07302, over 22638.10 utterances.], batch size: 370, lr: 3.86e-04
2022-08-25 21:45:06,695 INFO [train.py:927] (2/8) Epoch 9, batch 25150, giga_loss[loss=0.2628, simple_loss=0.3317, pruned_loss=0.09698, over 12428.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03938, over 123.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08604, over 2476169.55 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07887, over 22043.55 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3017, pruned_loss=0.07379, over 2468069.36 frames. utt_duration=1194 frames, utt_pad_proportion=0.07446, over 8281.81 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3222, pruned_loss=0.08677, over 2476858.90 frames. utt_duration=426 frames, utt_pad_proportion=0.07606, over 23337.81 utterances.], batch size: 123, lr: 3.86e-04
2022-08-25 21:46:51,564 INFO [train.py:927] (2/8) Epoch 9, batch 25200, giga_loss[loss=0.2272, simple_loss=0.3027, pruned_loss=0.0758, over 12341.00 frames. utt_duration=668.4 frames, utt_pad_proportion=0.02703, over 74.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3196, pruned_loss=0.08588, over 2475562.85 frames. utt_duration=442.6 frames, utt_pad_proportion=0.08567, over 22445.08 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3012, pruned_loss=0.07355, over 2467895.65 frames. utt_duration=1200 frames, utt_pad_proportion=0.07284, over 8233.89 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3215, pruned_loss=0.08703, over 2476471.40 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08371, over 23906.89 utterances.], batch size: 74, lr: 3.86e-04
2022-08-25 21:48:35,475 INFO [train.py:927] (2/8) Epoch 9, batch 25250, giga_loss[loss=0.2491, simple_loss=0.3204, pruned_loss=0.08887, over 12424.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02998, over 80.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3177, pruned_loss=0.08505, over 2475040.64 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08178, over 22177.72 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3011, pruned_loss=0.07354, over 2467651.08 frames. utt_duration=1204 frames, utt_pad_proportion=0.07203, over 8210.51 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3195, pruned_loss=0.08613, over 2476083.31 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08072, over 23546.52 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:50:19,675 INFO [train.py:927] (2/8) Epoch 9, batch 25300, giga_loss[loss=0.2999, simple_loss=0.3586, pruned_loss=0.1206, over 12373.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05968, over 182.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3184, pruned_loss=0.08478, over 2475014.10 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07883, over 22201.75 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3006, pruned_loss=0.07323, over 2467080.63 frames. utt_duration=1211 frames, utt_pad_proportion=0.07076, over 8156.86 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3208, pruned_loss=0.08623, over 2476570.58 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07861, over 23735.24 utterances.], batch size: 182, lr: 3.86e-04
2022-08-25 21:52:04,500 INFO [train.py:927] (2/8) Epoch 9, batch 25350, giga_loss[loss=0.2566, simple_loss=0.3175, pruned_loss=0.09786, over 12427.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04327, over 34.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3193, pruned_loss=0.08568, over 2474239.19 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07475, over 21880.95 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3006, pruned_loss=0.07319, over 2466594.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07401, over 8206.37 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3217, pruned_loss=0.08722, over 2476140.59 frames. utt_duration=424 frames, utt_pad_proportion=0.07394, over 23440.08 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:53:49,250 INFO [train.py:927] (2/8) Epoch 9, batch 25400, libri_loss[loss=0.2438, simple_loss=0.3173, pruned_loss=0.08517, over 12308.00 frames. utt_duration=1072 frames, utt_pad_proportion=0.04229, over 46.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3199, pruned_loss=0.08345, over 2474177.41 frames. utt_duration=483 frames, utt_pad_proportion=0.06932, over 20553.19 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3006, pruned_loss=0.07323, over 2466644.26 frames. utt_duration=1208 frames, utt_pad_proportion=0.07257, over 8178.60 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3224, pruned_loss=0.08497, over 2475864.09 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06945, over 22182.62 utterances.], batch size: 46, lr: 3.85e-04
2022-08-25 21:55:33,004 INFO [train.py:927] (2/8) Epoch 9, batch 25450, giga_loss[loss=0.2465, simple_loss=0.3255, pruned_loss=0.08377, over 12450.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03493, over 105.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3203, pruned_loss=0.08308, over 2473068.58 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06762, over 19902.25 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2996, pruned_loss=0.07265, over 2466242.02 frames. utt_duration=1216 frames, utt_pad_proportion=0.0709, over 8119.60 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3239, pruned_loss=0.08521, over 2475075.67 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0684, over 21713.13 utterances.], batch size: 105, lr: 3.85e-04
2022-08-25 21:57:17,546 INFO [train.py:927] (2/8) Epoch 9, batch 25500, giga_loss[loss=0.2383, simple_loss=0.3175, pruned_loss=0.07954, over 12349.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03205, over 85.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3226, pruned_loss=0.08531, over 2472881.28 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0739, over 20177.00 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2999, pruned_loss=0.07297, over 2466545.27 frames. utt_duration=1198 frames, utt_pad_proportion=0.07782, over 8245.29 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3258, pruned_loss=0.08701, over 2474382.35 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07149, over 21839.27 utterances.], batch size: 85, lr: 3.85e-04
2022-08-25 21:59:01,743 INFO [train.py:927] (2/8) Epoch 9, batch 25550, giga_loss[loss=0.2376, simple_loss=0.3256, pruned_loss=0.07481, over 12370.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03888, over 113.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3239, pruned_loss=0.08606, over 2473715.88 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07524, over 20557.62 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3007, pruned_loss=0.07328, over 2466501.64 frames. utt_duration=1184 frames, utt_pad_proportion=0.08165, over 8341.52 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3263, pruned_loss=0.08742, over 2475087.90 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07196, over 22057.03 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 22:00:46,711 INFO [train.py:927] (2/8) Epoch 9, batch 25600, giga_loss[loss=0.2552, simple_loss=0.3345, pruned_loss=0.08798, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03332, over 85.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3236, pruned_loss=0.0841, over 2474296.47 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07167, over 20098.24 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3007, pruned_loss=0.07323, over 2466864.93 frames. utt_duration=1188 frames, utt_pad_proportion=0.08012, over 8318.21 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.326, pruned_loss=0.08549, over 2475215.13 frames. utt_duration=460.2 frames, utt_pad_proportion=0.06968, over 21582.21 utterances.], batch size: 85, lr: 3.85e-04
2022-08-25 22:02:29,340 INFO [train.py:927] (2/8) Epoch 9, batch 25650, giga_loss[loss=0.2309, simple_loss=0.3164, pruned_loss=0.07267, over 12368.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3238, pruned_loss=0.08369, over 2474164.22 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06917, over 19816.80 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3006, pruned_loss=0.0731, over 2466663.70 frames. utt_duration=1190 frames, utt_pad_proportion=0.07883, over 8300.29 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3263, pruned_loss=0.08516, over 2475257.85 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06809, over 21279.47 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 22:04:11,609 INFO [train.py:927] (2/8) Epoch 9, batch 25700, giga_loss[loss=0.2213, simple_loss=0.2986, pruned_loss=0.07194, over 12324.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03568, over 62.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3225, pruned_loss=0.0839, over 2474013.09 frames. utt_duration=487 frames, utt_pad_proportion=0.07263, over 20380.44 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3007, pruned_loss=0.07316, over 2466711.40 frames. utt_duration=1196 frames, utt_pad_proportion=0.07741, over 8259.11 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.325, pruned_loss=0.08529, over 2475002.48 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07204, over 21854.92 utterances.], batch size: 62, lr: 3.85e-04
2022-08-25 22:05:58,774 INFO [train.py:927] (2/8) Epoch 9, batch 25750, giga_loss[loss=0.2169, simple_loss=0.304, pruned_loss=0.06488, over 12354.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03323, over 104.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3203, pruned_loss=0.08351, over 2473563.27 frames. utt_duration=473 frames, utt_pad_proportion=0.07642, over 20983.46 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3009, pruned_loss=0.07313, over 2466514.04 frames. utt_duration=1194 frames, utt_pad_proportion=0.07729, over 8275.69 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3225, pruned_loss=0.08484, over 2474659.15 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07581, over 22374.09 utterances.], batch size: 104, lr: 3.85e-04
2022-08-25 22:07:43,007 INFO [train.py:927] (2/8) Epoch 9, batch 25800, giga_loss[loss=0.2191, simple_loss=0.3022, pruned_loss=0.06802, over 12356.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.0293, over 66.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3186, pruned_loss=0.08268, over 2473748.48 frames. utt_duration=483 frames, utt_pad_proportion=0.07151, over 20551.81 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3008, pruned_loss=0.07304, over 2466573.45 frames. utt_duration=1192 frames, utt_pad_proportion=0.07677, over 8287.34 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3208, pruned_loss=0.08404, over 2474729.68 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07149, over 21930.55 utterances.], batch size: 66, lr: 3.85e-04
2022-08-25 22:09:24,818 INFO [train.py:927] (2/8) Epoch 9, batch 25850, giga_loss[loss=0.2089, simple_loss=0.2943, pruned_loss=0.06172, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3174, pruned_loss=0.08112, over 2473355.97 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06862, over 20568.70 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3012, pruned_loss=0.0731, over 2466497.23 frames. utt_duration=1194 frames, utt_pad_proportion=0.07592, over 8272.09 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.319, pruned_loss=0.08228, over 2474280.10 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06904, over 21833.81 utterances.], batch size: 91, lr: 3.85e-04
2022-08-25 22:11:11,875 INFO [train.py:927] (2/8) Epoch 9, batch 25900, libri_loss[loss=0.2293, simple_loss=0.3089, pruned_loss=0.07486, over 12424.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03645, over 46.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3153, pruned_loss=0.08004, over 2473458.01 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07395, over 21011.74 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07302, over 2466277.60 frames. utt_duration=1197 frames, utt_pad_proportion=0.07456, over 8249.53 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3173, pruned_loss=0.08131, over 2474631.41 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07439, over 22505.81 utterances.], batch size: 46, lr: 3.85e-04
2022-08-25 22:12:55,975 INFO [train.py:927] (2/8) Epoch 9, batch 25950, giga_loss[loss=0.2762, simple_loss=0.3209, pruned_loss=0.1157, over 12369.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3133, pruned_loss=0.07989, over 2473974.65 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07586, over 20895.47 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3013, pruned_loss=0.07315, over 2466250.46 frames. utt_duration=1204 frames, utt_pad_proportion=0.07293, over 8206.95 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08109, over 2475246.86 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0766, over 22650.84 utterances.], batch size: 371, lr: 3.85e-04
2022-08-25 22:14:38,614 INFO [train.py:927] (2/8) Epoch 9, batch 26000, giga_loss[loss=0.2541, simple_loss=0.333, pruned_loss=0.08763, over 12401.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.03188, over 104.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3149, pruned_loss=0.08075, over 2474595.99 frames. utt_duration=484.8 frames, utt_pad_proportion=0.0719, over 20479.39 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3017, pruned_loss=0.07333, over 2466672.60 frames. utt_duration=1196 frames, utt_pad_proportion=0.07519, over 8261.16 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3164, pruned_loss=0.08174, over 2475440.14 frames. utt_duration=448.2 frames, utt_pad_proportion=0.072, over 22167.11 utterances.], batch size: 104, lr: 3.85e-04
2022-08-25 22:16:23,729 INFO [train.py:927] (2/8) Epoch 9, batch 26050, giga_loss[loss=0.1964, simple_loss=0.2846, pruned_loss=0.05411, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02811, over 55.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3145, pruned_loss=0.08031, over 2474221.34 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06983, over 19921.98 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3017, pruned_loss=0.07341, over 2466683.07 frames. utt_duration=1197 frames, utt_pad_proportion=0.07439, over 8252.80 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08116, over 2475024.71 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07032, over 21488.60 utterances.], batch size: 55, lr: 3.85e-04
2022-08-25 22:18:06,228 INFO [train.py:927] (2/8) Epoch 9, batch 26100, giga_loss[loss=0.2677, simple_loss=0.341, pruned_loss=0.09718, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03409, over 58.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3147, pruned_loss=0.08093, over 2474217.81 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07013, over 19938.40 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3012, pruned_loss=0.07317, over 2466876.58 frames. utt_duration=1203 frames, utt_pad_proportion=0.07249, over 8214.35 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3168, pruned_loss=0.08208, over 2474927.61 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07113, over 21604.17 utterances.], batch size: 58, lr: 3.85e-04
2022-08-25 22:19:49,888 INFO [train.py:927] (2/8) Epoch 9, batch 26150, giga_loss[loss=0.2517, simple_loss=0.3285, pruned_loss=0.08743, over 12395.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04468, over 146.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3164, pruned_loss=0.08198, over 2474478.87 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07132, over 19979.21 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3014, pruned_loss=0.07343, over 2467260.80 frames. utt_duration=1183 frames, utt_pad_proportion=0.07905, over 8351.54 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3183, pruned_loss=0.0829, over 2474922.98 frames. utt_duration=460.9 frames, utt_pad_proportion=0.0698, over 21548.58 utterances.], batch size: 146, lr: 3.85e-04
2022-08-25 22:21:32,937 INFO [train.py:927] (2/8) Epoch 9, batch 26200, giga_loss[loss=0.2264, simple_loss=0.3075, pruned_loss=0.07267, over 12359.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03282, over 62.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08352, over 2475058.02 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07163, over 19734.19 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3018, pruned_loss=0.07375, over 2467637.52 frames. utt_duration=1157 frames, utt_pad_proportion=0.08593, over 8538.75 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3201, pruned_loss=0.08433, over 2475394.61 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06733, over 21303.67 utterances.], batch size: 62, lr: 3.85e-04
2022-08-25 22:22:44,167 INFO [train.py:844] (2/8) libri reaches end of dataloader
2022-08-25 22:25:16,117 INFO [train.py:927] (2/8) Epoch 10, batch 50, giga_loss[loss=0.2047, simple_loss=0.3013, pruned_loss=0.05402, over 12370.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3156, pruned_loss=0.06884, over 548639.43 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06681, over 3913.31 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2981, pruned_loss=0.0601, over 48868.78 frames. utt_duration=1483 frames, utt_pad_proportion=0.006311, over 131.96 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3172, pruned_loss=0.06964, over 509856.61 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06854, over 3823.42 utterances.], batch size: 91, lr: 3.75e-04
2022-08-25 22:27:00,720 INFO [train.py:927] (2/8) Epoch 10, batch 100, giga_loss[loss=0.1601, simple_loss=0.2445, pruned_loss=0.03781, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02816, over 45.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.293, pruned_loss=0.05957, over 975468.41 frames. utt_duration=573.1 frames, utt_pad_proportion=0.05835, over 6826.25 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2874, pruned_loss=0.05643, over 73123.37 frames. utt_duration=1506 frames, utt_pad_proportion=0.006582, over 194.48 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2937, pruned_loss=0.05989, over 929825.96 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05945, over 6747.72 utterances.], batch size: 45, lr: 3.75e-04
2022-08-25 22:28:43,094 INFO [train.py:927] (2/8) Epoch 10, batch 150, giga_loss[loss=0.1536, simple_loss=0.2338, pruned_loss=0.03671, over 12479.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02576, over 55.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2779, pruned_loss=0.05398, over 1307588.55 frames. utt_duration=535 frames, utt_pad_proportion=0.06697, over 9804.10 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2913, pruned_loss=0.0562, over 108770.55 frames. utt_duration=1512 frames, utt_pad_proportion=0.009497, over 288.05 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2773, pruned_loss=0.05399, over 1254047.70 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06809, over 9778.92 utterances.], batch size: 55, lr: 3.75e-04
2022-08-25 22:30:23,819 INFO [train.py:927] (2/8) Epoch 10, batch 200, giga_loss[loss=0.1645, simple_loss=0.2456, pruned_loss=0.04169, over 12400.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03627, over 113.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2688, pruned_loss=0.0506, over 1566344.13 frames. utt_duration=569 frames, utt_pad_proportion=0.06418, over 11040.11 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2865, pruned_loss=0.05468, over 224254.40 frames. utt_duration=1440 frames, utt_pad_proportion=0.02698, over 623.44 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2674, pruned_loss=0.05039, over 1476012.27 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06563, over 11156.13 utterances.], batch size: 113, lr: 3.75e-04
2022-08-25 22:32:04,242 INFO [train.py:927] (2/8) Epoch 10, batch 250, libri_loss[loss=0.2119, simple_loss=0.2997, pruned_loss=0.06206, over 12312.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006748, over 36.00 utterances.], tot_loss[loss=0.1813, simple_loss=0.2645, pruned_loss=0.04903, over 1767692.37 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06361, over 12788.50 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2862, pruned_loss=0.05501, over 312503.71 frames. utt_duration=1407 frames, utt_pad_proportion=0.02401, over 889.09 utterances.], giga_tot_loss[loss=0.1796, simple_loss=0.2622, pruned_loss=0.04849, over 1665779.42 frames. utt_duration=512 frames, utt_pad_proportion=0.06563, over 13053.27 utterances.], batch size: 36, lr: 3.75e-04
2022-08-25 22:33:45,235 INFO [train.py:927] (2/8) Epoch 10, batch 300, giga_loss[loss=0.1602, simple_loss=0.2408, pruned_loss=0.03985, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04323, over 34.00 utterances.], tot_loss[loss=0.1786, simple_loss=0.2612, pruned_loss=0.04795, over 1923844.38 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05838, over 13169.79 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.286, pruned_loss=0.05457, over 355289.16 frames. utt_duration=1408 frames, utt_pad_proportion=0.02176, over 1010.42 utterances.], giga_tot_loss[loss=0.1769, simple_loss=0.2589, pruned_loss=0.04744, over 1831886.26 frames. utt_duration=545 frames, utt_pad_proportion=0.06052, over 13482.21 utterances.], batch size: 34, lr: 3.75e-04
2022-08-25 22:35:25,929 INFO [train.py:927] (2/8) Epoch 10, batch 350, libri_loss[loss=0.2031, simple_loss=0.2925, pruned_loss=0.05689, over 12139.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005341, over 32.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2583, pruned_loss=0.0467, over 2046221.77 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05563, over 14133.02 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2843, pruned_loss=0.05432, over 397245.26 frames. utt_duration=1414 frames, utt_pad_proportion=0.02048, over 1125.32 utterances.], giga_tot_loss[loss=0.1742, simple_loss=0.2562, pruned_loss=0.04615, over 1964652.40 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05769, over 14505.68 utterances.], batch size: 32, lr: 3.75e-04
2022-08-25 22:37:07,141 INFO [train.py:927] (2/8) Epoch 10, batch 400, giga_loss[loss=0.14, simple_loss=0.2297, pruned_loss=0.02517, over 12381.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.1739, simple_loss=0.2562, pruned_loss=0.04574, over 2140497.98 frames. utt_duration=577.6 frames, utt_pad_proportion=0.056, over 14863.50 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2834, pruned_loss=0.0541, over 488499.15 frames. utt_duration=1417 frames, utt_pad_proportion=0.02059, over 1380.53 utterances.], giga_tot_loss[loss=0.1716, simple_loss=0.2534, pruned_loss=0.04494, over 2059045.28 frames. utt_duration=533.2 frames, utt_pad_proportion=0.05826, over 15491.13 utterances.], batch size: 62, lr: 3.75e-04
2022-08-25 22:38:49,116 INFO [train.py:927] (2/8) Epoch 10, batch 450, giga_loss[loss=0.1544, simple_loss=0.2372, pruned_loss=0.03579, over 12370.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05555, over 181.00 utterances.], tot_loss[loss=0.1711, simple_loss=0.2533, pruned_loss=0.04449, over 2214739.79 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05664, over 15964.87 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2856, pruned_loss=0.05463, over 518074.33 frames. utt_duration=1387 frames, utt_pad_proportion=0.02407, over 1495.24 utterances.], giga_tot_loss[loss=0.1686, simple_loss=0.2501, pruned_loss=0.04359, over 2146502.74 frames. utt_duration=520.4 frames, utt_pad_proportion=0.05825, over 16546.96 utterances.], batch size: 181, lr: 3.75e-04
2022-08-25 22:40:30,243 INFO [train.py:927] (2/8) Epoch 10, batch 500, giga_loss[loss=0.2281, simple_loss=0.3083, pruned_loss=0.07393, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03273, over 42.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2599, pruned_loss=0.04753, over 2272436.98 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05938, over 16906.72 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2852, pruned_loss=0.05407, over 556745.83 frames. utt_duration=1391 frames, utt_pad_proportion=0.02281, over 1602.47 utterances.], giga_tot_loss[loss=0.1754, simple_loss=0.2571, pruned_loss=0.04686, over 2214315.25 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06086, over 17543.87 utterances.], batch size: 42, lr: 3.75e-04
2022-08-25 22:42:12,711 INFO [train.py:927] (2/8) Epoch 10, batch 550, giga_loss[loss=0.2338, simple_loss=0.3031, pruned_loss=0.08231, over 12371.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2008, over 368.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2721, pruned_loss=0.05333, over 2317261.43 frames. utt_duration=508 frames, utt_pad_proportion=0.06948, over 18302.09 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.286, pruned_loss=0.05444, over 585614.73 frames. utt_duration=1384 frames, utt_pad_proportion=0.02239, over 1693.97 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2697, pruned_loss=0.0528, over 2268738.47 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07046, over 18930.41 utterances.], batch size: 368, lr: 3.75e-04
2022-08-25 22:43:53,848 INFO [train.py:927] (2/8) Epoch 10, batch 600, giga_loss[loss=0.2004, simple_loss=0.291, pruned_loss=0.05492, over 12303.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03658, over 51.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2798, pruned_loss=0.05587, over 2352221.23 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06665, over 18117.07 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2871, pruned_loss=0.0549, over 623098.96 frames. utt_duration=1360 frames, utt_pad_proportion=0.0254, over 1835.11 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2776, pruned_loss=0.0554, over 2311206.59 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06766, over 18783.27 utterances.], batch size: 51, lr: 3.75e-04
2022-08-25 22:45:35,635 INFO [train.py:927] (2/8) Epoch 10, batch 650, giga_loss[loss=0.2601, simple_loss=0.3341, pruned_loss=0.09311, over 12369.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2835, pruned_loss=0.05758, over 2378324.17 frames. utt_duration=524.3 frames, utt_pad_proportion=0.07084, over 18195.55 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2881, pruned_loss=0.05569, over 686544.67 frames. utt_duration=1372 frames, utt_pad_proportion=0.02368, over 2003.50 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2814, pruned_loss=0.05706, over 2342228.22 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07218, over 19104.72 utterances.], batch size: 258, lr: 3.75e-04
2022-08-25 22:47:18,122 INFO [train.py:927] (2/8) Epoch 10, batch 700, giga_loss[loss=0.2561, simple_loss=0.3358, pruned_loss=0.08821, over 12436.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.287, pruned_loss=0.05941, over 2399376.54 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06783, over 17612.22 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2872, pruned_loss=0.05532, over 730733.67 frames. utt_duration=1374 frames, utt_pad_proportion=0.02334, over 2130.14 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2855, pruned_loss=0.05921, over 2368717.43 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06948, over 18583.32 utterances.], batch size: 80, lr: 3.75e-04
2022-08-25 22:49:09,108 INFO [train.py:927] (2/8) Epoch 10, batch 750, giga_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.07329, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2922, pruned_loss=0.06174, over 2414573.89 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06554, over 17519.52 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2869, pruned_loss=0.0552, over 756603.79 frames. utt_duration=1367 frames, utt_pad_proportion=0.02399, over 2215.65 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2913, pruned_loss=0.0617, over 2389587.99 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06715, over 18407.28 utterances.], batch size: 133, lr: 3.75e-04
2022-08-25 22:50:49,469 INFO [train.py:927] (2/8) Epoch 10, batch 800, giga_loss[loss=0.2114, simple_loss=0.3026, pruned_loss=0.06008, over 12470.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04583, over 34.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.06247, over 2427308.98 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06205, over 17277.65 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2864, pruned_loss=0.05523, over 815766.42 frames. utt_duration=1378 frames, utt_pad_proportion=0.02233, over 2370.77 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.06268, over 2405561.40 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06418, over 18342.92 utterances.], batch size: 34, lr: 3.75e-04
2022-08-25 22:52:32,254 INFO [train.py:927] (2/8) Epoch 10, batch 850, giga_loss[loss=0.1864, simple_loss=0.2758, pruned_loss=0.04852, over 12456.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2962, pruned_loss=0.06156, over 2437819.47 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05801, over 16632.05 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2861, pruned_loss=0.05493, over 832168.32 frames. utt_duration=1379 frames, utt_pad_proportion=0.02267, over 2416.91 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2961, pruned_loss=0.06187, over 2420492.10 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06005, over 17559.63 utterances.], batch size: 55, lr: 3.75e-04
2022-08-25 22:54:14,769 INFO [train.py:927] (2/8) Epoch 10, batch 900, giga_loss[loss=0.229, simple_loss=0.3155, pruned_loss=0.07126, over 12372.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.02976, over 51.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2974, pruned_loss=0.06173, over 2445834.60 frames. utt_duration=591.6 frames, utt_pad_proportion=0.06003, over 16578.19 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2867, pruned_loss=0.05514, over 864696.66 frames. utt_duration=1372 frames, utt_pad_proportion=0.02287, over 2522.89 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2974, pruned_loss=0.06203, over 2431571.56 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06182, over 17472.34 utterances.], batch size: 51, lr: 3.75e-04
2022-08-25 22:55:56,839 INFO [train.py:927] (2/8) Epoch 10, batch 950, giga_loss[loss=0.2146, simple_loss=0.2933, pruned_loss=0.06797, over 12426.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03459, over 105.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2995, pruned_loss=0.06424, over 2452609.72 frames. utt_duration=563.5 frames, utt_pad_proportion=0.0636, over 17454.90 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2874, pruned_loss=0.05517, over 896582.29 frames. utt_duration=1372 frames, utt_pad_proportion=0.02215, over 2616.67 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2994, pruned_loss=0.06462, over 2440906.30 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06519, over 18344.05 utterances.], batch size: 105, lr: 3.75e-04
2022-08-25 22:57:39,554 INFO [train.py:927] (2/8) Epoch 10, batch 1000, giga_loss[loss=0.1895, simple_loss=0.2795, pruned_loss=0.04976, over 12409.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02815, over 58.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2994, pruned_loss=0.06503, over 2457270.02 frames. utt_duration=561.7 frames, utt_pad_proportion=0.0635, over 17546.78 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2873, pruned_loss=0.05518, over 912372.59 frames. utt_duration=1374 frames, utt_pad_proportion=0.02172, over 2658.39 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2995, pruned_loss=0.06542, over 2447857.24 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06496, over 18339.73 utterances.], batch size: 58, lr: 3.75e-04
2022-08-25 22:59:23,686 INFO [train.py:927] (2/8) Epoch 10, batch 1050, giga_loss[loss=0.216, simple_loss=0.3057, pruned_loss=0.06316, over 12377.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03125, over 104.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2987, pruned_loss=0.06467, over 2460677.82 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06151, over 16999.73 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2887, pruned_loss=0.05549, over 950348.70 frames. utt_duration=1373 frames, utt_pad_proportion=0.0209, over 2771.80 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2985, pruned_loss=0.06508, over 2453449.24 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06326, over 17857.58 utterances.], batch size: 104, lr: 3.75e-04
2022-08-25 23:01:07,044 INFO [train.py:927] (2/8) Epoch 10, batch 1100, giga_loss[loss=0.2021, simple_loss=0.286, pruned_loss=0.05916, over 12405.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03858, over 105.00 utterances.], tot_loss[loss=0.212, simple_loss=0.297, pruned_loss=0.06353, over 2463078.70 frames. utt_duration=573.6 frames, utt_pad_proportion=0.0632, over 17220.37 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05643, over 988190.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04247, over 3035.56 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2965, pruned_loss=0.0637, over 2456934.11 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06179, over 17978.84 utterances.], batch size: 105, lr: 3.75e-04
2022-08-25 23:02:51,605 INFO [train.py:927] (2/8) Epoch 10, batch 1150, giga_loss[loss=0.1925, simple_loss=0.2779, pruned_loss=0.05353, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02805, over 48.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2933, pruned_loss=0.06243, over 2464754.30 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06829, over 17929.86 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2901, pruned_loss=0.05622, over 1024602.34 frames. utt_duration=1310 frames, utt_pad_proportion=0.0407, over 3131.66 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.293, pruned_loss=0.06279, over 2459974.03 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06755, over 18784.97 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 23:04:35,529 INFO [train.py:927] (2/8) Epoch 10, batch 1200, giga_loss[loss=0.195, simple_loss=0.2787, pruned_loss=0.05559, over 12376.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04216, over 133.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2901, pruned_loss=0.06122, over 2467584.69 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06579, over 18304.41 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2901, pruned_loss=0.05629, over 1053362.81 frames. utt_duration=1315 frames, utt_pad_proportion=0.03925, over 3207.44 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2899, pruned_loss=0.06158, over 2463668.39 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06574, over 19195.59 utterances.], batch size: 133, lr: 3.74e-04
2022-08-25 23:06:17,067 INFO [train.py:927] (2/8) Epoch 10, batch 1250, giga_loss[loss=0.1962, simple_loss=0.2885, pruned_loss=0.05194, over 12361.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2892, pruned_loss=0.06111, over 2468343.27 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06985, over 18202.04 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.29, pruned_loss=0.0564, over 1088314.76 frames. utt_duration=1286 frames, utt_pad_proportion=0.0489, over 3390.12 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2891, pruned_loss=0.06145, over 2465274.64 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06852, over 19087.55 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:07:57,355 INFO [train.py:927] (2/8) Epoch 10, batch 1300, giga_loss[loss=0.1915, simple_loss=0.2765, pruned_loss=0.05327, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02504, over 70.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.287, pruned_loss=0.0602, over 2469252.86 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06691, over 18108.37 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2896, pruned_loss=0.05629, over 1129015.97 frames. utt_duration=1293 frames, utt_pad_proportion=0.0472, over 3497.77 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2871, pruned_loss=0.06065, over 2466982.92 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06645, over 19131.75 utterances.], batch size: 70, lr: 3.74e-04
2022-08-25 23:09:41,600 INFO [train.py:927] (2/8) Epoch 10, batch 1350, giga_loss[loss=0.1841, simple_loss=0.2707, pruned_loss=0.04873, over 12438.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04096, over 146.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2839, pruned_loss=0.05925, over 2469543.80 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06868, over 18218.22 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2883, pruned_loss=0.05587, over 1180782.82 frames. utt_duration=1307 frames, utt_pad_proportion=0.04461, over 3618.69 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2844, pruned_loss=0.05992, over 2468530.86 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06896, over 19471.20 utterances.], batch size: 146, lr: 3.74e-04
2022-08-25 23:11:22,172 INFO [train.py:927] (2/8) Epoch 10, batch 1400, giga_loss[loss=0.1921, simple_loss=0.2692, pruned_loss=0.05745, over 12232.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03046, over 42.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2822, pruned_loss=0.0586, over 2469055.41 frames. utt_duration=563.4 frames, utt_pad_proportion=0.0679, over 17576.56 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2895, pruned_loss=0.05577, over 1218839.20 frames. utt_duration=1302 frames, utt_pad_proportion=0.04428, over 3747.82 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2818, pruned_loss=0.05925, over 2468318.68 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06848, over 18846.56 utterances.], batch size: 42, lr: 3.74e-04
2022-08-25 23:13:06,145 INFO [train.py:927] (2/8) Epoch 10, batch 1450, giga_loss[loss=0.1875, simple_loss=0.2668, pruned_loss=0.05414, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02777, over 45.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2788, pruned_loss=0.05703, over 2469154.09 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06535, over 17138.92 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.29, pruned_loss=0.05571, over 1243447.03 frames. utt_duration=1308 frames, utt_pad_proportion=0.04299, over 3807.35 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2781, pruned_loss=0.05761, over 2468756.19 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06637, over 18340.56 utterances.], batch size: 45, lr: 3.74e-04
2022-08-25 23:14:46,081 INFO [train.py:927] (2/8) Epoch 10, batch 1500, giga_loss[loss=0.1808, simple_loss=0.2598, pruned_loss=0.05096, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03069, over 58.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2773, pruned_loss=0.05645, over 2469742.20 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06147, over 16837.86 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05538, over 1285859.76 frames. utt_duration=1302 frames, utt_pad_proportion=0.04238, over 3953.98 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2765, pruned_loss=0.0571, over 2469291.53 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06293, over 18070.32 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:16:32,095 INFO [train.py:927] (2/8) Epoch 10, batch 1550, giga_loss[loss=0.2066, simple_loss=0.2975, pruned_loss=0.05784, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2781, pruned_loss=0.05747, over 2470091.28 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06066, over 16752.77 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2884, pruned_loss=0.05485, over 1314773.75 frames. utt_duration=1314 frames, utt_pad_proportion=0.04123, over 4007.65 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2779, pruned_loss=0.05828, over 2470107.98 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06227, over 17983.57 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:18:14,410 INFO [train.py:927] (2/8) Epoch 10, batch 1600, giga_loss[loss=0.2373, simple_loss=0.3182, pruned_loss=0.07822, over 12439.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2839, pruned_loss=0.06101, over 2471083.06 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06372, over 17459.92 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2884, pruned_loss=0.05481, over 1343114.52 frames. utt_duration=1307 frames, utt_pad_proportion=0.04194, over 4115.67 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2835, pruned_loss=0.06179, over 2471348.08 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06486, over 18645.89 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:20:00,138 INFO [train.py:927] (2/8) Epoch 10, batch 1650, giga_loss[loss=0.2031, simple_loss=0.2969, pruned_loss=0.05464, over 12282.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02804, over 42.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2896, pruned_loss=0.06419, over 2471119.15 frames. utt_duration=544.7 frames, utt_pad_proportion=0.07035, over 18196.88 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2879, pruned_loss=0.05467, over 1354368.66 frames. utt_duration=1310 frames, utt_pad_proportion=0.04157, over 4141.48 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2894, pruned_loss=0.06492, over 2471324.37 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07101, over 19221.16 utterances.], batch size: 42, lr: 3.74e-04
2022-08-25 23:21:42,201 INFO [train.py:927] (2/8) Epoch 10, batch 1700, giga_loss[loss=0.2488, simple_loss=0.3344, pruned_loss=0.08156, over 12382.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.0361, over 80.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2956, pruned_loss=0.06613, over 2471815.25 frames. utt_duration=544.1 frames, utt_pad_proportion=0.07089, over 18221.18 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2901, pruned_loss=0.05556, over 1382035.66 frames. utt_duration=1299 frames, utt_pad_proportion=0.04248, over 4262.00 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2945, pruned_loss=0.06651, over 2471957.94 frames. utt_duration=515.5 frames, utt_pad_proportion=0.07148, over 19236.57 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:23:24,198 INFO [train.py:927] (2/8) Epoch 10, batch 1750, giga_loss[loss=0.2192, simple_loss=0.3072, pruned_loss=0.06559, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03058, over 42.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06658, over 2472345.25 frames. utt_duration=554 frames, utt_pad_proportion=0.06816, over 17900.52 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2908, pruned_loss=0.056, over 1392935.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.04981, over 4371.30 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2975, pruned_loss=0.06675, over 2472434.67 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06743, over 18723.20 utterances.], batch size: 42, lr: 3.74e-04
2022-08-25 23:25:04,589 INFO [train.py:927] (2/8) Epoch 10, batch 1800, giga_loss[loss=0.2114, simple_loss=0.2931, pruned_loss=0.06484, over 12365.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2974, pruned_loss=0.06453, over 2472247.77 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06496, over 17387.62 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2906, pruned_loss=0.05584, over 1413787.34 frames. utt_duration=1285 frames, utt_pad_proportion=0.04866, over 4406.65 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2967, pruned_loss=0.06493, over 2472879.92 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06487, over 18262.92 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:26:48,429 INFO [train.py:927] (2/8) Epoch 10, batch 1850, giga_loss[loss=0.2272, simple_loss=0.3124, pruned_loss=0.07103, over 12098.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03907, over 30.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2982, pruned_loss=0.06484, over 2472256.80 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06489, over 17826.44 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2904, pruned_loss=0.05576, over 1445105.48 frames. utt_duration=1294 frames, utt_pad_proportion=0.04696, over 4472.54 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.298, pruned_loss=0.06545, over 2472842.68 frames. utt_duration=527 frames, utt_pad_proportion=0.06533, over 18822.33 utterances.], batch size: 30, lr: 3.74e-04
2022-08-25 23:28:34,545 INFO [train.py:927] (2/8) Epoch 10, batch 1900, giga_loss[loss=0.216, simple_loss=0.3037, pruned_loss=0.06409, over 12465.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03467, over 86.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2998, pruned_loss=0.06583, over 2472963.71 frames. utt_duration=542.4 frames, utt_pad_proportion=0.0676, over 18289.35 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2906, pruned_loss=0.05592, over 1475800.30 frames. utt_duration=1270 frames, utt_pad_proportion=0.05361, over 4654.53 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2998, pruned_loss=0.06648, over 2473211.61 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06675, over 19282.94 utterances.], batch size: 86, lr: 3.74e-04
2022-08-25 23:30:19,435 INFO [train.py:927] (2/8) Epoch 10, batch 1950, giga_loss[loss=0.2103, simple_loss=0.2931, pruned_loss=0.06378, over 12312.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03554, over 51.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3002, pruned_loss=0.06638, over 2472963.25 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06754, over 17787.13 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2901, pruned_loss=0.05563, over 1505182.54 frames. utt_duration=1271 frames, utt_pad_proportion=0.05314, over 4743.33 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3007, pruned_loss=0.06736, over 2473319.13 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06718, over 18876.81 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:32:01,619 INFO [train.py:927] (2/8) Epoch 10, batch 2000, libri_loss[loss=0.2347, simple_loss=0.3096, pruned_loss=0.07987, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006975, over 37.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06681, over 2473413.54 frames. utt_duration=562.2 frames, utt_pad_proportion=0.0655, over 17646.25 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.29, pruned_loss=0.05582, over 1524298.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.0518, over 4792.15 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3015, pruned_loss=0.06769, over 2473786.98 frames. utt_duration=530.3 frames, utt_pad_proportion=0.06574, over 18713.34 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:33:45,706 INFO [train.py:927] (2/8) Epoch 10, batch 2050, giga_loss[loss=0.2179, simple_loss=0.3098, pruned_loss=0.06304, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04809, over 34.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3027, pruned_loss=0.06721, over 2472903.81 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06329, over 17007.51 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05578, over 1542714.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.05076, over 4839.98 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3036, pruned_loss=0.06812, over 2473568.73 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06395, over 18030.28 utterances.], batch size: 34, lr: 3.74e-04
2022-08-25 23:35:28,257 INFO [train.py:927] (2/8) Epoch 10, batch 2100, giga_loss[loss=0.211, simple_loss=0.2938, pruned_loss=0.06408, over 12305.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02737, over 45.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3021, pruned_loss=0.06682, over 2471225.14 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05999, over 16126.70 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2894, pruned_loss=0.05563, over 1573906.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.05014, over 4930.19 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3034, pruned_loss=0.06798, over 2472519.10 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06105, over 17239.16 utterances.], batch size: 45, lr: 3.74e-04
2022-08-25 23:37:08,627 INFO [train.py:927] (2/8) Epoch 10, batch 2150, giga_loss[loss=0.2311, simple_loss=0.3169, pruned_loss=0.07262, over 12368.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3016, pruned_loss=0.0669, over 2471288.86 frames. utt_duration=641.7 frames, utt_pad_proportion=0.05536, over 15441.95 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05582, over 1600806.62 frames. utt_duration=1281 frames, utt_pad_proportion=0.04849, over 5003.37 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3028, pruned_loss=0.06804, over 2472022.83 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05707, over 16567.14 utterances.], batch size: 91, lr: 3.74e-04
2022-08-25 23:38:49,079 INFO [train.py:927] (2/8) Epoch 10, batch 2200, giga_loss[loss=0.2413, simple_loss=0.3078, pruned_loss=0.08742, over 12332.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2049, over 369.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3025, pruned_loss=0.06789, over 2470911.19 frames. utt_duration=632 frames, utt_pad_proportion=0.05987, over 15674.67 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05594, over 1622070.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.04878, over 5076.46 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3036, pruned_loss=0.06899, over 2471758.93 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06092, over 16741.09 utterances.], batch size: 369, lr: 3.74e-04
2022-08-25 23:40:32,559 INFO [train.py:927] (2/8) Epoch 10, batch 2250, giga_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05627, over 12376.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03061, over 58.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3017, pruned_loss=0.0669, over 2470831.87 frames. utt_duration=650.4 frames, utt_pad_proportion=0.06244, over 15229.53 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05615, over 1630622.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.04827, over 5106.61 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3025, pruned_loss=0.06773, over 2471423.79 frames. utt_duration=614.1 frames, utt_pad_proportion=0.06337, over 16135.80 utterances.], batch size: 58, lr: 3.74e-04
2022-08-25 23:42:16,574 INFO [train.py:927] (2/8) Epoch 10, batch 2300, libri_loss[loss=0.2315, simple_loss=0.3129, pruned_loss=0.07507, over 12423.00 frames. utt_duration=957 frames, utt_pad_proportion=0.07087, over 52.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3026, pruned_loss=0.06774, over 2471129.57 frames. utt_duration=629.2 frames, utt_pad_proportion=0.06496, over 15748.21 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.05641, over 1655448.32 frames. utt_duration=1278 frames, utt_pad_proportion=0.04724, over 5188.48 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3034, pruned_loss=0.06854, over 2471643.32 frames. utt_duration=594.5 frames, utt_pad_proportion=0.066, over 16673.21 utterances.], batch size: 52, lr: 3.74e-04
2022-08-25 23:43:57,536 INFO [train.py:927] (2/8) Epoch 10, batch 2350, giga_loss[loss=0.2113, simple_loss=0.2969, pruned_loss=0.06281, over 12361.00 frames. utt_duration=373.2 frames, utt_pad_proportion=0.0432, over 133.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3001, pruned_loss=0.0664, over 2470888.33 frames. utt_duration=653.3 frames, utt_pad_proportion=0.05961, over 15163.84 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.0562, over 1683158.21 frames. utt_duration=1283 frames, utt_pad_proportion=0.04593, over 5253.99 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3012, pruned_loss=0.06751, over 2471660.61 frames. utt_duration=612.9 frames, utt_pad_proportion=0.06134, over 16171.52 utterances.], batch size: 133, lr: 3.74e-04
2022-08-25 23:45:38,859 INFO [train.py:927] (2/8) Epoch 10, batch 2400, giga_loss[loss=0.2087, simple_loss=0.2879, pruned_loss=0.06476, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03795, over 37.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2984, pruned_loss=0.06585, over 2470883.32 frames. utt_duration=643.2 frames, utt_pad_proportion=0.05529, over 15401.75 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05601, over 1698383.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.04511, over 5266.79 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2997, pruned_loss=0.067, over 2471836.00 frames. utt_duration=606.1 frames, utt_pad_proportion=0.05719, over 16353.50 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:47:20,601 INFO [train.py:927] (2/8) Epoch 10, batch 2450, giga_loss[loss=0.191, simple_loss=0.2832, pruned_loss=0.04941, over 12453.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2947, pruned_loss=0.06425, over 2469941.15 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05597, over 15567.59 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05593, over 1713188.20 frames. utt_duration=1299 frames, utt_pad_proportion=0.04426, over 5282.31 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.296, pruned_loss=0.06538, over 2471158.58 frames. utt_duration=601 frames, utt_pad_proportion=0.05775, over 16488.21 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:49:03,297 INFO [train.py:927] (2/8) Epoch 10, batch 2500, giga_loss[loss=0.186, simple_loss=0.276, pruned_loss=0.04804, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03399, over 58.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2919, pruned_loss=0.06308, over 2470721.61 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05475, over 15536.60 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05601, over 1728258.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05076, over 5418.63 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2928, pruned_loss=0.06405, over 2471656.69 frames. utt_duration=607 frames, utt_pad_proportion=0.05434, over 16327.62 utterances.], batch size: 58, lr: 3.73e-04
2022-08-25 23:50:46,665 INFO [train.py:927] (2/8) Epoch 10, batch 2550, giga_loss[loss=0.2291, simple_loss=0.3129, pruned_loss=0.07264, over 12431.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03083, over 80.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2904, pruned_loss=0.06156, over 2471627.99 frames. utt_duration=648.8 frames, utt_pad_proportion=0.05145, over 15273.14 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2899, pruned_loss=0.05602, over 1753869.25 frames. utt_duration=1281 frames, utt_pad_proportion=0.04901, over 5482.90 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2911, pruned_loss=0.06253, over 2472380.55 frames. utt_duration=613 frames, utt_pad_proportion=0.05186, over 16172.44 utterances.], batch size: 80, lr: 3.73e-04
2022-08-25 23:52:28,166 INFO [train.py:927] (2/8) Epoch 10, batch 2600, giga_loss[loss=0.2054, simple_loss=0.3011, pruned_loss=0.05489, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03935, over 113.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2919, pruned_loss=0.06182, over 2472316.12 frames. utt_duration=628.3 frames, utt_pad_proportion=0.05012, over 15777.85 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05622, over 1775153.27 frames. utt_duration=1286 frames, utt_pad_proportion=0.04745, over 5529.82 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2924, pruned_loss=0.06264, over 2472910.39 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05098, over 16714.92 utterances.], batch size: 113, lr: 3.73e-04
2022-08-25 23:54:07,590 INFO [train.py:927] (2/8) Epoch 10, batch 2650, giga_loss[loss=0.1793, simple_loss=0.2748, pruned_loss=0.04186, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02921, over 48.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2935, pruned_loss=0.06182, over 2472529.71 frames. utt_duration=556 frames, utt_pad_proportion=0.0636, over 17836.22 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05594, over 1798874.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.04635, over 5573.57 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2941, pruned_loss=0.06284, over 2473314.09 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06398, over 18918.06 utterances.], batch size: 48, lr: 3.73e-04
2022-08-25 23:55:50,028 INFO [train.py:927] (2/8) Epoch 10, batch 2700, giga_loss[loss=0.1808, simple_loss=0.2722, pruned_loss=0.04466, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03129, over 51.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2916, pruned_loss=0.06078, over 2472502.93 frames. utt_duration=584.3 frames, utt_pad_proportion=0.0587, over 16970.07 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.05577, over 1822065.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.04497, over 5609.82 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2926, pruned_loss=0.06188, over 2473162.06 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05986, over 18177.69 utterances.], batch size: 51, lr: 3.73e-04
2022-08-25 23:57:36,845 INFO [train.py:927] (2/8) Epoch 10, batch 2750, giga_loss[loss=0.1859, simple_loss=0.2724, pruned_loss=0.04977, over 12329.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2922, pruned_loss=0.06144, over 2473357.21 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06124, over 17753.28 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.05578, over 1841220.27 frames. utt_duration=1306 frames, utt_pad_proportion=0.04373, over 5645.16 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2931, pruned_loss=0.06246, over 2473999.14 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06251, over 19020.75 utterances.], batch size: 51, lr: 3.73e-04
2022-08-25 23:59:20,007 INFO [train.py:927] (2/8) Epoch 10, batch 2800, giga_loss[loss=0.2396, simple_loss=0.3204, pruned_loss=0.0794, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03269, over 123.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06247, over 2473733.71 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06167, over 17543.34 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2892, pruned_loss=0.05568, over 1856928.79 frames. utt_duration=1306 frames, utt_pad_proportion=0.04307, over 5693.53 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2946, pruned_loss=0.06349, over 2474196.30 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06299, over 18775.25 utterances.], batch size: 123, lr: 3.73e-04
2022-08-26 00:01:01,056 INFO [train.py:927] (2/8) Epoch 10, batch 2850, giga_loss[loss=0.221, simple_loss=0.3077, pruned_loss=0.06711, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03383, over 85.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.296, pruned_loss=0.06319, over 2473906.54 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06141, over 17668.50 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05614, over 1869148.32 frames. utt_duration=1288 frames, utt_pad_proportion=0.0485, over 5810.41 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.296, pruned_loss=0.06382, over 2474299.22 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06115, over 18755.69 utterances.], batch size: 85, lr: 3.73e-04
2022-08-26 00:02:41,748 INFO [train.py:927] (2/8) Epoch 10, batch 2900, giga_loss[loss=0.2135, simple_loss=0.2951, pruned_loss=0.06596, over 12469.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02986, over 55.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2969, pruned_loss=0.06408, over 2473023.14 frames. utt_duration=575 frames, utt_pad_proportion=0.05924, over 17249.35 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.0562, over 1883801.54 frames. utt_duration=1295 frames, utt_pad_proportion=0.04751, over 5824.96 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2972, pruned_loss=0.06472, over 2473649.83 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05952, over 18371.64 utterances.], batch size: 55, lr: 3.73e-04
2022-08-26 00:04:25,801 INFO [train.py:927] (2/8) Epoch 10, batch 2950, libri_loss[loss=0.2414, simple_loss=0.3143, pruned_loss=0.08419, over 12394.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006647, over 34.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2963, pruned_loss=0.06377, over 2472401.67 frames. utt_duration=579 frames, utt_pad_proportion=0.05827, over 17124.01 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2902, pruned_loss=0.05639, over 1889629.19 frames. utt_duration=1297 frames, utt_pad_proportion=0.04705, over 5832.70 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2964, pruned_loss=0.06421, over 2472928.71 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05872, over 18103.19 utterances.], batch size: 34, lr: 3.73e-04
2022-08-26 00:06:05,370 INFO [train.py:927] (2/8) Epoch 10, batch 3000, giga_loss[loss=0.1943, simple_loss=0.2843, pruned_loss=0.0522, over 12376.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03983, over 37.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2949, pruned_loss=0.06345, over 2472310.25 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06007, over 17276.28 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05665, over 1906839.01 frames. utt_duration=1299 frames, utt_pad_proportion=0.04569, over 5878.05 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2949, pruned_loss=0.06381, over 2472789.16 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06085, over 18320.69 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:06:05,371 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 00:06:20,097 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1848, simple_loss=0.292, pruned_loss=0.03879, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 00:07:58,832 INFO [train.py:927] (2/8) Epoch 10, batch 3050, giga_loss[loss=0.1983, simple_loss=0.2992, pruned_loss=0.0487, over 12340.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02938, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2947, pruned_loss=0.06223, over 2472688.71 frames. utt_duration=568 frames, utt_pad_proportion=0.05851, over 17460.57 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.05656, over 1917938.18 frames. utt_duration=1304 frames, utt_pad_proportion=0.04486, over 5889.37 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06269, over 2473198.16 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05953, over 18487.34 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:09:38,635 INFO [train.py:927] (2/8) Epoch 10, batch 3100, giga_loss[loss=0.1969, simple_loss=0.27, pruned_loss=0.06194, over 12129.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04353, over 33.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.06178, over 2472265.12 frames. utt_duration=562.6 frames, utt_pad_proportion=0.06027, over 17624.10 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2906, pruned_loss=0.05685, over 1933882.67 frames. utt_duration=1302 frames, utt_pad_proportion=0.04464, over 5947.63 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2942, pruned_loss=0.06209, over 2473106.27 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06116, over 18690.87 utterances.], batch size: 33, lr: 3.73e-04
2022-08-26 00:11:19,190 INFO [train.py:927] (2/8) Epoch 10, batch 3150, giga_loss[loss=0.1737, simple_loss=0.2507, pruned_loss=0.04839, over 12459.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03697, over 26.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2939, pruned_loss=0.06255, over 2473077.37 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05788, over 17446.26 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2911, pruned_loss=0.05736, over 1946799.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.05012, over 6058.21 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2938, pruned_loss=0.06255, over 2474166.90 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05715, over 18461.30 utterances.], batch size: 26, lr: 3.73e-04
2022-08-26 00:12:57,937 INFO [train.py:927] (2/8) Epoch 10, batch 3200, giga_loss[loss=0.2076, simple_loss=0.2868, pruned_loss=0.0642, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02784, over 48.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2923, pruned_loss=0.06243, over 2473193.25 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06017, over 17535.13 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.05739, over 1961994.32 frames. utt_duration=1270 frames, utt_pad_proportion=0.05559, over 6185.65 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2922, pruned_loss=0.06254, over 2474417.36 frames. utt_duration=535.8 frames, utt_pad_proportion=0.058, over 18524.70 utterances.], batch size: 48, lr: 3.73e-04
2022-08-26 00:14:37,497 INFO [train.py:927] (2/8) Epoch 10, batch 3250, giga_loss[loss=0.1741, simple_loss=0.2661, pruned_loss=0.04101, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03035, over 75.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2907, pruned_loss=0.06207, over 2473390.22 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05956, over 17836.13 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2916, pruned_loss=0.05747, over 1976943.76 frames. utt_duration=1276 frames, utt_pad_proportion=0.054, over 6204.86 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2904, pruned_loss=0.06223, over 2474557.49 frames. utt_duration=524.5 frames, utt_pad_proportion=0.05838, over 18926.16 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 00:16:15,461 INFO [train.py:927] (2/8) Epoch 10, batch 3300, giga_loss[loss=0.17, simple_loss=0.2527, pruned_loss=0.04363, over 12373.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02834, over 70.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2864, pruned_loss=0.05987, over 2474176.04 frames. utt_duration=584.4 frames, utt_pad_proportion=0.05541, over 16976.97 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2915, pruned_loss=0.05739, over 1996508.05 frames. utt_duration=1284 frames, utt_pad_proportion=0.052, over 6225.22 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2861, pruned_loss=0.06019, over 2475106.64 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05533, over 18235.90 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 00:17:57,609 INFO [train.py:927] (2/8) Epoch 10, batch 3350, giga_loss[loss=0.1833, simple_loss=0.2781, pruned_loss=0.04428, over 12408.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02532, over 66.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2867, pruned_loss=0.06015, over 2473864.41 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05824, over 16953.92 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2915, pruned_loss=0.05737, over 2019597.53 frames. utt_duration=1272 frames, utt_pad_proportion=0.05647, over 6359.12 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2862, pruned_loss=0.06051, over 2474842.70 frames. utt_duration=541.9 frames, utt_pad_proportion=0.0565, over 18318.29 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:19:36,510 INFO [train.py:927] (2/8) Epoch 10, batch 3400, giga_loss[loss=0.2001, simple_loss=0.278, pruned_loss=0.06108, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03341, over 39.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2894, pruned_loss=0.06138, over 2474198.54 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06045, over 17366.61 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2908, pruned_loss=0.05719, over 2030519.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.0556, over 6366.14 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2893, pruned_loss=0.06187, over 2475285.69 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05927, over 18689.10 utterances.], batch size: 39, lr: 3.73e-04
2022-08-26 00:21:17,887 INFO [train.py:927] (2/8) Epoch 10, batch 3450, giga_loss[loss=0.2717, simple_loss=0.3362, pruned_loss=0.1036, over 12372.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2938, pruned_loss=0.06384, over 2474401.19 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06592, over 18823.55 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.291, pruned_loss=0.05724, over 2035132.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.05512, over 6367.49 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2936, pruned_loss=0.06423, over 2475086.56 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06492, over 19967.01 utterances.], batch size: 257, lr: 3.73e-04
2022-08-26 00:23:03,353 INFO [train.py:927] (2/8) Epoch 10, batch 3500, giga_loss[loss=0.253, simple_loss=0.328, pruned_loss=0.08902, over 12320.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03172, over 48.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2974, pruned_loss=0.06616, over 2473940.97 frames. utt_duration=541 frames, utt_pad_proportion=0.06343, over 18341.83 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2909, pruned_loss=0.05705, over 2043541.71 frames. utt_duration=1287 frames, utt_pad_proportion=0.05442, over 6359.18 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2974, pruned_loss=0.06677, over 2474768.17 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06299, over 19482.48 utterances.], batch size: 48, lr: 3.73e-04
2022-08-26 00:24:43,408 INFO [train.py:927] (2/8) Epoch 10, batch 3550, giga_loss[loss=0.2372, simple_loss=0.3236, pruned_loss=0.07541, over 12441.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04342, over 114.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3038, pruned_loss=0.07025, over 2473590.40 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06254, over 18578.76 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05719, over 2053816.48 frames. utt_duration=1289 frames, utt_pad_proportion=0.05337, over 6379.84 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3039, pruned_loss=0.07088, over 2474592.69 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06262, over 19741.25 utterances.], batch size: 114, lr: 3.73e-04
2022-08-26 00:26:24,474 INFO [train.py:927] (2/8) Epoch 10, batch 3600, giga_loss[loss=0.2534, simple_loss=0.3244, pruned_loss=0.0912, over 12199.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03375, over 39.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3106, pruned_loss=0.07529, over 2473612.57 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06011, over 19187.35 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2909, pruned_loss=0.05701, over 2057928.40 frames. utt_duration=1292 frames, utt_pad_proportion=0.05289, over 6380.03 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.07603, over 2474463.03 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06044, over 20203.92 utterances.], batch size: 39, lr: 3.73e-04
2022-08-26 00:28:07,936 INFO [train.py:927] (2/8) Epoch 10, batch 3650, giga_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.06761, over 12343.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02875, over 66.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3163, pruned_loss=0.07957, over 2474116.31 frames. utt_duration=509 frames, utt_pad_proportion=0.06097, over 19501.04 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2908, pruned_loss=0.05692, over 2064202.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.05222, over 6379.35 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.317, pruned_loss=0.08049, over 2474730.08 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06141, over 20479.29 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:29:50,584 INFO [train.py:927] (2/8) Epoch 10, batch 3700, giga_loss[loss=0.348, simple_loss=0.3959, pruned_loss=0.1501, over 12376.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3186, pruned_loss=0.08195, over 2474000.44 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06456, over 19554.32 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2911, pruned_loss=0.05718, over 2088419.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.05371, over 6471.83 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3203, pruned_loss=0.08377, over 2474235.12 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06443, over 20977.99 utterances.], batch size: 212, lr: 3.73e-04
2022-08-26 00:31:41,059 INFO [train.py:927] (2/8) Epoch 10, batch 3750, giga_loss[loss=0.2739, simple_loss=0.3409, pruned_loss=0.1035, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03628, over 40.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3245, pruned_loss=0.08703, over 2474422.22 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06781, over 20351.66 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2911, pruned_loss=0.05727, over 2092073.03 frames. utt_duration=1293 frames, utt_pad_proportion=0.05326, over 6478.07 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3261, pruned_loss=0.08864, over 2474787.04 frames. utt_duration=460 frames, utt_pad_proportion=0.0677, over 21588.74 utterances.], batch size: 40, lr: 3.72e-04
2022-08-26 00:33:26,880 INFO [train.py:927] (2/8) Epoch 10, batch 3800, giga_loss[loss=0.216, simple_loss=0.2924, pruned_loss=0.06984, over 12314.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03475, over 51.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08875, over 2474727.93 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07036, over 20732.22 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05741, over 2099660.32 frames. utt_duration=1298 frames, utt_pad_proportion=0.05236, over 6477.50 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.327, pruned_loss=0.09046, over 2475021.38 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07048, over 21963.50 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 00:35:08,952 INFO [train.py:927] (2/8) Epoch 10, batch 3850, giga_loss[loss=0.2452, simple_loss=0.3346, pruned_loss=0.07794, over 12449.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3253, pruned_loss=0.08824, over 2475131.45 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06587, over 20319.15 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2913, pruned_loss=0.05746, over 2114366.68 frames. utt_duration=1302 frames, utt_pad_proportion=0.05075, over 6504.75 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3279, pruned_loss=0.09074, over 2475419.09 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06685, over 21809.85 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 00:36:55,383 INFO [train.py:927] (2/8) Epoch 10, batch 3900, giga_loss[loss=0.2669, simple_loss=0.3252, pruned_loss=0.1043, over 12354.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 373.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09045, over 2475231.99 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07281, over 21864.39 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2915, pruned_loss=0.05748, over 2123096.31 frames. utt_duration=1305 frames, utt_pad_proportion=0.04959, over 6517.05 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3312, pruned_loss=0.09315, over 2475617.48 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07357, over 23373.78 utterances.], batch size: 373, lr: 3.72e-04
2022-08-26 00:38:41,196 INFO [train.py:927] (2/8) Epoch 10, batch 3950, giga_loss[loss=0.2302, simple_loss=0.3248, pruned_loss=0.06778, over 12279.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02693, over 54.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3262, pruned_loss=0.08806, over 2474412.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07393, over 21892.34 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.05741, over 2133270.42 frames. utt_duration=1311 frames, utt_pad_proportion=0.04836, over 6518.61 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3295, pruned_loss=0.09111, over 2474909.42 frames. utt_duration=422.7 frames, utt_pad_proportion=0.07493, over 23501.73 utterances.], batch size: 54, lr: 3.72e-04
2022-08-26 00:40:27,148 INFO [train.py:927] (2/8) Epoch 10, batch 4000, giga_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.08717, over 12247.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02923, over 42.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3243, pruned_loss=0.08597, over 2473768.23 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07711, over 21651.58 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05781, over 2145186.59 frames. utt_duration=1298 frames, utt_pad_proportion=0.0519, over 6620.80 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3276, pruned_loss=0.08907, over 2474020.92 frames. utt_duration=425.2 frames, utt_pad_proportion=0.0772, over 23357.54 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 00:42:13,258 INFO [train.py:927] (2/8) Epoch 10, batch 4050, giga_loss[loss=0.2418, simple_loss=0.3207, pruned_loss=0.08149, over 12370.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3218, pruned_loss=0.08417, over 2473666.51 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07728, over 21387.40 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2915, pruned_loss=0.05774, over 2150035.48 frames. utt_duration=1301 frames, utt_pad_proportion=0.05123, over 6619.51 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.325, pruned_loss=0.08703, over 2473918.74 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07762, over 22936.92 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:44:02,921 INFO [train.py:927] (2/8) Epoch 10, batch 4100, giga_loss[loss=0.2228, simple_loss=0.314, pruned_loss=0.0658, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.02743, over 75.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3205, pruned_loss=0.08362, over 2474717.20 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07628, over 21672.08 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05761, over 2160772.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.05471, over 6699.29 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3242, pruned_loss=0.08682, over 2475301.09 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07614, over 23313.57 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 00:45:53,694 INFO [train.py:927] (2/8) Epoch 10, batch 4150, giga_loss[loss=0.2395, simple_loss=0.3248, pruned_loss=0.07709, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03419, over 122.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3192, pruned_loss=0.0814, over 2475099.95 frames. utt_duration=468 frames, utt_pad_proportion=0.07489, over 21221.38 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.291, pruned_loss=0.05751, over 2165497.30 frames. utt_duration=1296 frames, utt_pad_proportion=0.05403, over 6693.86 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3227, pruned_loss=0.08435, over 2475546.18 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07512, over 22721.15 utterances.], batch size: 122, lr: 3.72e-04
2022-08-26 00:47:39,349 INFO [train.py:927] (2/8) Epoch 10, batch 4200, giga_loss[loss=0.2424, simple_loss=0.3293, pruned_loss=0.07779, over 12344.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03109, over 85.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3205, pruned_loss=0.08103, over 2475091.85 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07349, over 20648.15 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.05766, over 2173229.42 frames. utt_duration=1283 frames, utt_pad_proportion=0.05792, over 6785.42 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3237, pruned_loss=0.08378, over 2475376.52 frames. utt_duration=450 frames, utt_pad_proportion=0.07289, over 22074.92 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 00:49:24,844 INFO [train.py:927] (2/8) Epoch 10, batch 4250, giga_loss[loss=0.2202, simple_loss=0.2958, pruned_loss=0.07224, over 12254.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02763, over 45.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3193, pruned_loss=0.08074, over 2474614.52 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0794, over 20879.23 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.0578, over 2179189.16 frames. utt_duration=1268 frames, utt_pad_proportion=0.06177, over 6881.63 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3221, pruned_loss=0.08323, over 2474860.85 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07759, over 22179.31 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 00:51:09,993 INFO [train.py:927] (2/8) Epoch 10, batch 4300, giga_loss[loss=0.2023, simple_loss=0.287, pruned_loss=0.05883, over 12336.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03148, over 85.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3178, pruned_loss=0.08088, over 2474955.28 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07985, over 21185.78 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.0579, over 2183494.72 frames. utt_duration=1270 frames, utt_pad_proportion=0.0609, over 6887.37 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3203, pruned_loss=0.08305, over 2475232.19 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07871, over 22376.14 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 00:52:58,440 INFO [train.py:927] (2/8) Epoch 10, batch 4350, giga_loss[loss=0.2484, simple_loss=0.3334, pruned_loss=0.08169, over 12225.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02978, over 39.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.317, pruned_loss=0.07983, over 2475271.06 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07656, over 20685.51 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2918, pruned_loss=0.05806, over 2189260.41 frames. utt_duration=1272 frames, utt_pad_proportion=0.0598, over 6892.54 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3193, pruned_loss=0.08184, over 2475518.56 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07618, over 21874.22 utterances.], batch size: 39, lr: 3.72e-04
2022-08-26 00:54:46,717 INFO [train.py:927] (2/8) Epoch 10, batch 4400, giga_loss[loss=0.2574, simple_loss=0.3372, pruned_loss=0.08878, over 12381.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02761, over 70.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3164, pruned_loss=0.07957, over 2474168.12 frames. utt_duration=472 frames, utt_pad_proportion=0.07939, over 21029.48 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05806, over 2191903.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.05944, over 6886.61 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3184, pruned_loss=0.08136, over 2474549.05 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07914, over 22099.76 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 00:56:31,059 INFO [train.py:927] (2/8) Epoch 10, batch 4450, giga_loss[loss=0.2154, simple_loss=0.2946, pruned_loss=0.06817, over 12435.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03249, over 75.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3149, pruned_loss=0.07947, over 2474725.59 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08509, over 21457.10 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05843, over 2199137.02 frames. utt_duration=1269 frames, utt_pad_proportion=0.05921, over 6940.73 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.08109, over 2474823.21 frames. utt_duration=439.9 frames, utt_pad_proportion=0.08492, over 22579.01 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 00:58:16,470 INFO [train.py:927] (2/8) Epoch 10, batch 4500, giga_loss[loss=0.2076, simple_loss=0.2852, pruned_loss=0.06496, over 12337.00 frames. utt_duration=1176 frames, utt_pad_proportion=0.0231, over 42.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3126, pruned_loss=0.07844, over 2474778.08 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08031, over 21274.50 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2919, pruned_loss=0.05823, over 2204141.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.05831, over 6926.03 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.08024, over 2475266.80 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08076, over 22431.25 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 01:00:03,301 INFO [train.py:927] (2/8) Epoch 10, batch 4550, giga_loss[loss=0.1821, simple_loss=0.271, pruned_loss=0.04656, over 12318.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3119, pruned_loss=0.0785, over 2474619.21 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07704, over 21182.90 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2918, pruned_loss=0.05809, over 2207778.38 frames. utt_duration=1279 frames, utt_pad_proportion=0.05763, over 6915.23 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.314, pruned_loss=0.08031, over 2475381.98 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07779, over 22304.81 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 01:01:47,642 INFO [train.py:927] (2/8) Epoch 10, batch 4600, giga_loss[loss=0.2231, simple_loss=0.3109, pruned_loss=0.06763, over 12188.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03492, over 42.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07823, over 2473771.84 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07379, over 20711.85 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2915, pruned_loss=0.05797, over 2215620.01 frames. utt_duration=1284 frames, utt_pad_proportion=0.05633, over 6911.89 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3148, pruned_loss=0.08035, over 2474423.36 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07509, over 21996.15 utterances.], batch size: 42, lr: 3.72e-04
2022-08-26 01:03:31,516 INFO [train.py:927] (2/8) Epoch 10, batch 4650, giga_loss[loss=0.2375, simple_loss=0.3189, pruned_loss=0.07802, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3129, pruned_loss=0.07796, over 2473981.35 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06909, over 20152.41 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2915, pruned_loss=0.05796, over 2220449.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.05579, over 6930.51 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.07999, over 2474759.23 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07066, over 21393.09 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 01:05:18,795 INFO [train.py:927] (2/8) Epoch 10, batch 4700, giga_loss[loss=0.2659, simple_loss=0.3401, pruned_loss=0.09581, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05291, over 161.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3143, pruned_loss=0.07917, over 2474306.19 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06974, over 20493.36 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2916, pruned_loss=0.05799, over 2225175.53 frames. utt_duration=1286 frames, utt_pad_proportion=0.05493, over 6929.98 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3165, pruned_loss=0.08111, over 2475197.65 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07127, over 21724.50 utterances.], batch size: 161, lr: 3.72e-04
2022-08-26 01:07:08,840 INFO [train.py:927] (2/8) Epoch 10, batch 4750, giga_loss[loss=0.2068, simple_loss=0.2886, pruned_loss=0.06247, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03012, over 45.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3152, pruned_loss=0.0806, over 2474482.71 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06684, over 20269.19 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05817, over 2231295.66 frames. utt_duration=1280 frames, utt_pad_proportion=0.05503, over 6980.39 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.317, pruned_loss=0.08246, over 2475227.09 frames. utt_duration=462.2 frames, utt_pad_proportion=0.0683, over 21490.91 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 01:08:54,066 INFO [train.py:927] (2/8) Epoch 10, batch 4800, giga_loss[loss=0.1974, simple_loss=0.2827, pruned_loss=0.05602, over 12423.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.0799, over 2474146.45 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06544, over 20159.51 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2919, pruned_loss=0.05815, over 2236808.73 frames. utt_duration=1285 frames, utt_pad_proportion=0.0541, over 6972.00 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3165, pruned_loss=0.08189, over 2475191.74 frames. utt_duration=463.3 frames, utt_pad_proportion=0.06705, over 21437.79 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 01:10:37,199 INFO [train.py:927] (2/8) Epoch 10, batch 4850, giga_loss[loss=0.1919, simple_loss=0.287, pruned_loss=0.04838, over 12393.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07802, over 2474047.41 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06155, over 19205.59 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2917, pruned_loss=0.05819, over 2242440.29 frames. utt_duration=1288 frames, utt_pad_proportion=0.05322, over 6973.65 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3153, pruned_loss=0.08006, over 2475104.01 frames. utt_duration=484 frames, utt_pad_proportion=0.06345, over 20519.87 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 01:12:22,288 INFO [train.py:927] (2/8) Epoch 10, batch 4900, giga_loss[loss=0.2286, simple_loss=0.3063, pruned_loss=0.07541, over 12388.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06403, over 183.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3119, pruned_loss=0.0776, over 2473543.03 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07119, over 20723.06 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2919, pruned_loss=0.05816, over 2245762.93 frames. utt_duration=1288 frames, utt_pad_proportion=0.05287, over 6982.01 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3138, pruned_loss=0.07949, over 2474497.88 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07229, over 21936.43 utterances.], batch size: 183, lr: 3.72e-04
2022-08-26 01:14:07,059 INFO [train.py:927] (2/8) Epoch 10, batch 4950, giga_loss[loss=0.2314, simple_loss=0.3129, pruned_loss=0.07492, over 12333.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03317, over 51.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3118, pruned_loss=0.07874, over 2473837.49 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07217, over 20431.43 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2915, pruned_loss=0.05812, over 2252114.26 frames. utt_duration=1295 frames, utt_pad_proportion=0.05167, over 6963.69 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3142, pruned_loss=0.08084, over 2475013.79 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0735, over 21794.27 utterances.], batch size: 51, lr: 3.72e-04
2022-08-26 01:15:54,443 INFO [train.py:927] (2/8) Epoch 10, batch 5000, libri_loss[loss=0.2186, simple_loss=0.3089, pruned_loss=0.06419, over 12405.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007433, over 38.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3139, pruned_loss=0.07904, over 2473061.41 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07424, over 20505.28 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2912, pruned_loss=0.05792, over 2256155.05 frames. utt_duration=1298 frames, utt_pad_proportion=0.05081, over 6958.51 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3165, pruned_loss=0.08129, over 2474314.04 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07559, over 21854.06 utterances.], batch size: 38, lr: 3.72e-04
2022-08-26 01:17:37,453 INFO [train.py:927] (2/8) Epoch 10, batch 5050, giga_loss[loss=0.2696, simple_loss=0.3329, pruned_loss=0.1032, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02605, over 48.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3163, pruned_loss=0.07902, over 2473659.72 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07112, over 20302.53 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2914, pruned_loss=0.05806, over 2262406.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.05485, over 7026.58 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3188, pruned_loss=0.08125, over 2474831.15 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07137, over 21679.43 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:19:20,065 INFO [train.py:927] (2/8) Epoch 10, batch 5100, giga_loss[loss=0.2318, simple_loss=0.3098, pruned_loss=0.07696, over 12351.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03694, over 122.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.318, pruned_loss=0.08038, over 2473586.61 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07376, over 20344.49 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2916, pruned_loss=0.05822, over 2269236.05 frames. utt_duration=1293 frames, utt_pad_proportion=0.05327, over 7026.56 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3206, pruned_loss=0.08269, over 2474931.14 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07436, over 21847.98 utterances.], batch size: 122, lr: 3.71e-04
2022-08-26 01:21:06,909 INFO [train.py:927] (2/8) Epoch 10, batch 5150, giga_loss[loss=0.2838, simple_loss=0.3414, pruned_loss=0.1131, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3181, pruned_loss=0.0811, over 2473610.71 frames. utt_duration=466.9 frames, utt_pad_proportion=0.0778, over 21259.05 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2916, pruned_loss=0.05799, over 2274902.61 frames. utt_duration=1297 frames, utt_pad_proportion=0.0524, over 7025.91 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3209, pruned_loss=0.0837, over 2475025.49 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07844, over 22812.26 utterances.], batch size: 259, lr: 3.71e-04
2022-08-26 01:22:52,372 INFO [train.py:927] (2/8) Epoch 10, batch 5200, giga_loss[loss=0.233, simple_loss=0.3102, pruned_loss=0.07787, over 12430.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03029, over 75.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3179, pruned_loss=0.08164, over 2473728.40 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07563, over 21452.98 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05804, over 2277762.71 frames. utt_duration=1295 frames, utt_pad_proportion=0.05205, over 7043.51 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3204, pruned_loss=0.08396, over 2474946.15 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07645, over 22847.49 utterances.], batch size: 75, lr: 3.71e-04
2022-08-26 01:24:37,753 INFO [train.py:927] (2/8) Epoch 10, batch 5250, giga_loss[loss=0.2467, simple_loss=0.3297, pruned_loss=0.0819, over 12439.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03607, over 123.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3174, pruned_loss=0.08187, over 2473227.37 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07814, over 21004.17 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05817, over 2280639.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.05537, over 7119.10 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3194, pruned_loss=0.08391, over 2474221.61 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07794, over 22234.43 utterances.], batch size: 123, lr: 3.71e-04
2022-08-26 01:26:21,736 INFO [train.py:927] (2/8) Epoch 10, batch 5300, giga_loss[loss=0.2352, simple_loss=0.3109, pruned_loss=0.07971, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02927, over 45.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3155, pruned_loss=0.08158, over 2473461.30 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07977, over 20792.52 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05802, over 2283291.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.05475, over 7107.33 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3177, pruned_loss=0.08366, over 2474470.83 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07981, over 21965.76 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 01:28:05,056 INFO [train.py:927] (2/8) Epoch 10, batch 5350, giga_loss[loss=0.2744, simple_loss=0.344, pruned_loss=0.1024, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3158, pruned_loss=0.08101, over 2473546.43 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07649, over 20081.76 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2919, pruned_loss=0.05803, over 2291388.67 frames. utt_duration=1287 frames, utt_pad_proportion=0.05378, over 7128.93 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08362, over 2474688.50 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07734, over 21546.85 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 01:29:52,774 INFO [train.py:927] (2/8) Epoch 10, batch 5400, giga_loss[loss=0.2674, simple_loss=0.3334, pruned_loss=0.1007, over 12465.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03262, over 86.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3165, pruned_loss=0.08242, over 2472970.96 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0856, over 20948.40 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05802, over 2295421.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.05366, over 7140.99 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3192, pruned_loss=0.08499, over 2474278.09 frames. utt_duration=443.7 frames, utt_pad_proportion=0.08585, over 22380.88 utterances.], batch size: 86, lr: 3.71e-04
2022-08-26 01:31:39,745 INFO [train.py:927] (2/8) Epoch 10, batch 5450, libri_loss[loss=0.2285, simple_loss=0.3176, pruned_loss=0.06969, over 12442.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01516, over 40.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3178, pruned_loss=0.08155, over 2473381.14 frames. utt_duration=473.6 frames, utt_pad_proportion=0.08361, over 20955.74 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2919, pruned_loss=0.05794, over 2301127.49 frames. utt_duration=1285 frames, utt_pad_proportion=0.0531, over 7173.48 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3206, pruned_loss=0.08447, over 2474819.14 frames. utt_duration=440.8 frames, utt_pad_proportion=0.08444, over 22532.92 utterances.], batch size: 40, lr: 3.71e-04
2022-08-26 01:33:23,307 INFO [train.py:927] (2/8) Epoch 10, batch 5500, giga_loss[loss=0.2652, simple_loss=0.3416, pruned_loss=0.09438, over 12363.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03159, over 97.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3195, pruned_loss=0.08101, over 2473755.25 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07946, over 20388.48 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2921, pruned_loss=0.05796, over 2304838.37 frames. utt_duration=1281 frames, utt_pad_proportion=0.05324, over 7208.00 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3221, pruned_loss=0.08372, over 2474643.15 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08053, over 21842.13 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 01:35:07,502 INFO [train.py:927] (2/8) Epoch 10, batch 5550, giga_loss[loss=0.2289, simple_loss=0.2997, pruned_loss=0.07903, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03627, over 40.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3227, pruned_loss=0.08402, over 2473950.19 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07949, over 20712.70 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2922, pruned_loss=0.058, over 2308194.81 frames. utt_duration=1281 frames, utt_pad_proportion=0.05247, over 7213.84 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3251, pruned_loss=0.0866, over 2474674.65 frames. utt_duration=449.2 frames, utt_pad_proportion=0.0807, over 22110.98 utterances.], batch size: 40, lr: 3.71e-04
2022-08-26 01:36:52,013 INFO [train.py:927] (2/8) Epoch 10, batch 5600, giga_loss[loss=0.253, simple_loss=0.329, pruned_loss=0.08846, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02783, over 45.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3245, pruned_loss=0.08579, over 2474031.54 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08837, over 22172.67 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05867, over 2317305.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05994, over 7389.11 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.327, pruned_loss=0.08871, over 2474409.83 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08732, over 23885.54 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 01:38:35,935 INFO [train.py:927] (2/8) Epoch 10, batch 5650, giga_loss[loss=0.2413, simple_loss=0.3363, pruned_loss=0.07316, over 12434.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0393, over 123.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.323, pruned_loss=0.08333, over 2474313.62 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08276, over 21545.92 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2932, pruned_loss=0.05861, over 2320146.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.05899, over 7381.38 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3258, pruned_loss=0.08614, over 2474849.19 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08267, over 23171.62 utterances.], batch size: 123, lr: 3.71e-04
2022-08-26 01:40:22,120 INFO [train.py:927] (2/8) Epoch 10, batch 5700, giga_loss[loss=0.2723, simple_loss=0.3443, pruned_loss=0.1001, over 12399.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07321, over 212.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3227, pruned_loss=0.0821, over 2474403.07 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07842, over 20870.94 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05848, over 2322392.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05825, over 7373.68 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3253, pruned_loss=0.08472, over 2474878.81 frames. utt_duration=444.7 frames, utt_pad_proportion=0.0789, over 22333.42 utterances.], batch size: 212, lr: 3.71e-04
2022-08-26 01:42:06,383 INFO [train.py:927] (2/8) Epoch 10, batch 5750, giga_loss[loss=0.2021, simple_loss=0.29, pruned_loss=0.05709, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03518, over 28.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3207, pruned_loss=0.08146, over 2474376.14 frames. utt_duration=483.3 frames, utt_pad_proportion=0.0747, over 20540.61 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05804, over 2327239.94 frames. utt_duration=1272 frames, utt_pad_proportion=0.05683, over 7329.26 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3245, pruned_loss=0.08474, over 2475155.82 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07596, over 22208.08 utterances.], batch size: 28, lr: 3.71e-04
2022-08-26 01:43:51,845 INFO [train.py:927] (2/8) Epoch 10, batch 5800, giga_loss[loss=0.235, simple_loss=0.3119, pruned_loss=0.07905, over 12438.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05376, over 162.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3201, pruned_loss=0.08241, over 2474672.05 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07913, over 21524.37 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2924, pruned_loss=0.05807, over 2328042.74 frames. utt_duration=1271 frames, utt_pad_proportion=0.0566, over 7332.61 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3231, pruned_loss=0.08507, over 2475220.55 frames. utt_duration=434 frames, utt_pad_proportion=0.07994, over 22893.29 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 01:45:36,443 INFO [train.py:927] (2/8) Epoch 10, batch 5850, giga_loss[loss=0.2319, simple_loss=0.313, pruned_loss=0.0754, over 12404.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04056, over 105.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08115, over 2474232.50 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07696, over 20746.44 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2923, pruned_loss=0.05795, over 2330667.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.05571, over 7323.93 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3202, pruned_loss=0.08381, over 2474916.10 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07814, over 22092.90 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 01:47:15,300 INFO [train.py:927] (2/8) Epoch 10, batch 5900, giga_loss[loss=0.2015, simple_loss=0.2898, pruned_loss=0.05664, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0297, over 91.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3145, pruned_loss=0.07855, over 2474370.32 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07201, over 20175.43 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05799, over 2333947.13 frames. utt_duration=1278 frames, utt_pad_proportion=0.05461, over 7313.91 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08114, over 2475187.31 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07374, over 21561.36 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:49:02,770 INFO [train.py:927] (2/8) Epoch 10, batch 5950, giga_loss[loss=0.2314, simple_loss=0.3135, pruned_loss=0.07468, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04011, over 113.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3147, pruned_loss=0.07884, over 2474943.02 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07662, over 21726.55 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05813, over 2336138.24 frames. utt_duration=1265 frames, utt_pad_proportion=0.05862, over 7393.24 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3169, pruned_loss=0.08102, over 2475504.57 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07662, over 22932.86 utterances.], batch size: 113, lr: 3.71e-04
2022-08-26 01:50:50,344 INFO [train.py:927] (2/8) Epoch 10, batch 6000, giga_loss[loss=0.2264, simple_loss=0.3094, pruned_loss=0.07169, over 12329.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03179, over 70.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07817, over 2475465.27 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07841, over 22047.61 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.0583, over 2338967.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05798, over 7409.17 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3142, pruned_loss=0.08012, over 2475845.64 frames. utt_duration=427.5 frames, utt_pad_proportion=0.0786, over 23245.64 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 01:50:50,345 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 01:51:05,482 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.19, simple_loss=0.3034, pruned_loss=0.0383, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 01:52:50,456 INFO [train.py:927] (2/8) Epoch 10, batch 6050, libri_loss[loss=0.2288, simple_loss=0.3232, pruned_loss=0.06719, over 12360.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01034, over 38.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.314, pruned_loss=0.07836, over 2475118.60 frames. utt_duration=468.9 frames, utt_pad_proportion=0.0744, over 21178.98 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2938, pruned_loss=0.0583, over 2342447.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05695, over 7403.85 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3154, pruned_loss=0.08049, over 2475939.04 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07526, over 22543.74 utterances.], batch size: 38, lr: 3.71e-04
2022-08-26 01:54:35,629 INFO [train.py:927] (2/8) Epoch 10, batch 6100, giga_loss[loss=0.2147, simple_loss=0.2941, pruned_loss=0.06769, over 12401.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02597, over 91.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07931, over 2474831.75 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07556, over 21531.91 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05832, over 2345554.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05579, over 7396.81 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3162, pruned_loss=0.08146, over 2475663.24 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07664, over 22938.42 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:56:19,060 INFO [train.py:927] (2/8) Epoch 10, batch 6150, giga_loss[loss=0.2218, simple_loss=0.3077, pruned_loss=0.06799, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04448, over 31.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.0793, over 2474454.04 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07289, over 20498.46 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.0581, over 2351980.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.05374, over 7382.65 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08231, over 2475601.89 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07491, over 22360.16 utterances.], batch size: 31, lr: 3.71e-04
2022-08-26 01:58:03,567 INFO [train.py:927] (2/8) Epoch 10, batch 6200, giga_loss[loss=0.2547, simple_loss=0.3341, pruned_loss=0.08771, over 12459.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03094, over 80.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3143, pruned_loss=0.07914, over 2473885.31 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0751, over 20204.90 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.0581, over 2356144.10 frames. utt_duration=1278 frames, utt_pad_proportion=0.05246, over 7380.43 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3173, pruned_loss=0.08221, over 2474842.72 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07715, over 22095.64 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:59:45,816 INFO [train.py:927] (2/8) Epoch 10, batch 6250, giga_loss[loss=0.272, simple_loss=0.3323, pruned_loss=0.1058, over 12416.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06785, over 212.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3142, pruned_loss=0.07951, over 2474110.67 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07702, over 20370.45 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05806, over 2360701.79 frames. utt_duration=1283 frames, utt_pad_proportion=0.05101, over 7368.30 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08277, over 2474945.39 frames. utt_duration=444 frames, utt_pad_proportion=0.07921, over 22371.01 utterances.], batch size: 212, lr: 3.71e-04
2022-08-26 02:01:33,956 INFO [train.py:927] (2/8) Epoch 10, batch 6300, giga_loss[loss=0.2575, simple_loss=0.3232, pruned_loss=0.09589, over 12379.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05557, over 181.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3156, pruned_loss=0.07939, over 2474605.10 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07393, over 20754.89 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2929, pruned_loss=0.0579, over 2361488.40 frames. utt_duration=1286 frames, utt_pad_proportion=0.05066, over 7354.66 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.08228, over 2475566.02 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07601, over 22453.72 utterances.], batch size: 181, lr: 3.71e-04
2022-08-26 02:03:18,848 INFO [train.py:927] (2/8) Epoch 10, batch 6350, giga_loss[loss=0.2203, simple_loss=0.3067, pruned_loss=0.06691, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03085, over 97.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3159, pruned_loss=0.08015, over 2475151.88 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07514, over 21336.16 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05779, over 2364770.87 frames. utt_duration=1291 frames, utt_pad_proportion=0.0495, over 7338.18 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3189, pruned_loss=0.08313, over 2476011.87 frames. utt_duration=430.8 frames, utt_pad_proportion=0.0772, over 23069.13 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 02:05:04,457 INFO [train.py:927] (2/8) Epoch 10, batch 6400, giga_loss[loss=0.2137, simple_loss=0.3019, pruned_loss=0.06277, over 12368.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.07938, over 2474827.61 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07359, over 20583.47 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05763, over 2367564.76 frames. utt_duration=1295 frames, utt_pad_proportion=0.0483, over 7324.17 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3174, pruned_loss=0.08253, over 2475980.01 frames. utt_duration=444.2 frames, utt_pad_proportion=0.076, over 22367.47 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:06:47,683 INFO [train.py:927] (2/8) Epoch 10, batch 6450, libri_loss[loss=0.187, simple_loss=0.2733, pruned_loss=0.05035, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005083, over 31.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07944, over 2473775.94 frames. utt_duration=485.7 frames, utt_pad_proportion=0.074, over 20435.88 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05738, over 2370843.35 frames. utt_duration=1296 frames, utt_pad_proportion=0.04791, over 7327.38 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3171, pruned_loss=0.08291, over 2475064.29 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07631, over 22301.23 utterances.], batch size: 31, lr: 3.70e-04
2022-08-26 02:08:30,536 INFO [train.py:927] (2/8) Epoch 10, batch 6500, giga_loss[loss=0.2217, simple_loss=0.3011, pruned_loss=0.07112, over 12297.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03321, over 51.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3134, pruned_loss=0.07912, over 2473828.43 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06841, over 19880.88 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05738, over 2372329.30 frames. utt_duration=1293 frames, utt_pad_proportion=0.04823, over 7347.41 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3164, pruned_loss=0.08214, over 2474901.55 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07075, over 21502.85 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:10:14,286 INFO [train.py:927] (2/8) Epoch 10, batch 6550, giga_loss[loss=0.2073, simple_loss=0.2876, pruned_loss=0.06349, over 12423.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04528, over 34.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3152, pruned_loss=0.08036, over 2473969.98 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06618, over 19781.81 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.0573, over 2373092.50 frames. utt_duration=1294 frames, utt_pad_proportion=0.04785, over 7343.93 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.083, over 2475045.42 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06835, over 21169.47 utterances.], batch size: 34, lr: 3.70e-04
2022-08-26 02:11:58,597 INFO [train.py:927] (2/8) Epoch 10, batch 6600, giga_loss[loss=0.2151, simple_loss=0.2968, pruned_loss=0.06665, over 12422.00 frames. utt_duration=437.4 frames, utt_pad_proportion=0.04069, over 114.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3152, pruned_loss=0.0808, over 2474590.73 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07109, over 19886.68 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05724, over 2376732.39 frames. utt_duration=1296 frames, utt_pad_proportion=0.04664, over 7344.97 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.318, pruned_loss=0.08368, over 2475326.04 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07312, over 21387.27 utterances.], batch size: 114, lr: 3.70e-04
2022-08-26 02:13:45,342 INFO [train.py:927] (2/8) Epoch 10, batch 6650, giga_loss[loss=0.2146, simple_loss=0.2926, pruned_loss=0.06829, over 12240.00 frames. utt_duration=1884 frames, utt_pad_proportion=0.05463, over 26.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3155, pruned_loss=0.08116, over 2474176.86 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07749, over 20120.19 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05725, over 2378132.18 frames. utt_duration=1297 frames, utt_pad_proportion=0.04609, over 7342.83 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.318, pruned_loss=0.08373, over 2474809.92 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07896, over 21465.70 utterances.], batch size: 26, lr: 3.70e-04
2022-08-26 02:15:29,562 INFO [train.py:927] (2/8) Epoch 10, batch 6700, libri_loss[loss=0.2263, simple_loss=0.3131, pruned_loss=0.06974, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005233, over 34.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3164, pruned_loss=0.08246, over 2473476.34 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07894, over 20470.94 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05718, over 2381474.22 frames. utt_duration=1305 frames, utt_pad_proportion=0.04472, over 7310.69 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3197, pruned_loss=0.08552, over 2474398.17 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0808, over 22080.92 utterances.], batch size: 34, lr: 3.70e-04
2022-08-26 02:17:22,322 INFO [train.py:927] (2/8) Epoch 10, batch 6750, giga_loss[loss=0.2356, simple_loss=0.313, pruned_loss=0.07909, over 12445.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04768, over 34.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3178, pruned_loss=0.08345, over 2473030.71 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07718, over 20454.62 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05704, over 2382641.85 frames. utt_duration=1304 frames, utt_pad_proportion=0.04451, over 7316.10 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3209, pruned_loss=0.08632, over 2473944.20 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07898, over 21896.61 utterances.], batch size: 34, lr: 3.70e-04
2022-08-26 02:19:06,153 INFO [train.py:927] (2/8) Epoch 10, batch 6800, giga_loss[loss=0.2674, simple_loss=0.3237, pruned_loss=0.1055, over 12355.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3197, pruned_loss=0.08472, over 2473701.59 frames. utt_duration=453 frames, utt_pad_proportion=0.08263, over 21911.63 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05703, over 2384016.61 frames. utt_duration=1308 frames, utt_pad_proportion=0.04407, over 7296.47 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3227, pruned_loss=0.08734, over 2474399.09 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08391, over 23240.40 utterances.], batch size: 372, lr: 3.70e-04
2022-08-26 02:20:50,273 INFO [train.py:927] (2/8) Epoch 10, batch 6850, libri_loss[loss=0.262, simple_loss=0.3436, pruned_loss=0.0902, over 12395.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.3043, over 113.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3189, pruned_loss=0.0837, over 2473723.91 frames. utt_duration=462.6 frames, utt_pad_proportion=0.08125, over 21460.12 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05744, over 2385848.07 frames. utt_duration=1283 frames, utt_pad_proportion=0.0523, over 7449.36 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08592, over 2474235.90 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08031, over 22638.97 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 02:22:30,861 INFO [train.py:927] (2/8) Epoch 10, batch 6900, giga_loss[loss=0.2367, simple_loss=0.3227, pruned_loss=0.07532, over 12470.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03032, over 75.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.08319, over 2474151.20 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07948, over 21223.49 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05739, over 2387989.33 frames. utt_duration=1281 frames, utt_pad_proportion=0.05246, over 7464.02 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3206, pruned_loss=0.08555, over 2474600.64 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07898, over 22455.65 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 02:24:17,864 INFO [train.py:927] (2/8) Epoch 10, batch 6950, giga_loss[loss=0.3008, simple_loss=0.3589, pruned_loss=0.1214, over 12385.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06975, over 211.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3184, pruned_loss=0.08391, over 2474021.09 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0756, over 20920.93 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2918, pruned_loss=0.05735, over 2390387.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.05107, over 7431.29 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3215, pruned_loss=0.08667, over 2474858.48 frames. utt_duration=444 frames, utt_pad_proportion=0.07607, over 22367.81 utterances.], batch size: 211, lr: 3.70e-04
2022-08-26 02:26:01,367 INFO [train.py:927] (2/8) Epoch 10, batch 7000, giga_loss[loss=0.22, simple_loss=0.2934, pruned_loss=0.07327, over 12402.00 frames. utt_duration=974.4 frames, utt_pad_proportion=0.02953, over 51.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3197, pruned_loss=0.08536, over 2473822.66 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08243, over 21735.49 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05725, over 2393499.58 frames. utt_duration=1286 frames, utt_pad_proportion=0.0506, over 7455.21 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3231, pruned_loss=0.08865, over 2474664.93 frames. utt_duration=425 frames, utt_pad_proportion=0.08279, over 23372.78 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:27:43,189 INFO [train.py:927] (2/8) Epoch 10, batch 7050, giga_loss[loss=0.2587, simple_loss=0.3385, pruned_loss=0.08947, over 12269.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02504, over 54.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.32, pruned_loss=0.08492, over 2473896.13 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07726, over 20996.73 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05729, over 2395769.68 frames. utt_duration=1287 frames, utt_pad_proportion=0.04951, over 7454.57 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3233, pruned_loss=0.08826, over 2474704.91 frames. utt_duration=437.8 frames, utt_pad_proportion=0.0785, over 22689.32 utterances.], batch size: 54, lr: 3.70e-04
2022-08-26 02:29:25,500 INFO [train.py:927] (2/8) Epoch 10, batch 7100, giga_loss[loss=0.2401, simple_loss=0.3243, pruned_loss=0.0779, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3198, pruned_loss=0.0844, over 2474689.65 frames. utt_duration=451.8 frames, utt_pad_proportion=0.0801, over 21979.78 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2923, pruned_loss=0.05725, over 2396838.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.04895, over 7442.86 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08744, over 2475412.51 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08117, over 23513.93 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 02:31:09,125 INFO [train.py:927] (2/8) Epoch 10, batch 7150, giga_loss[loss=0.2226, simple_loss=0.3031, pruned_loss=0.07105, over 12232.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02955, over 45.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3191, pruned_loss=0.08351, over 2474483.70 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07521, over 21568.13 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.0574, over 2398742.19 frames. utt_duration=1281 frames, utt_pad_proportion=0.05175, over 7498.07 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08657, over 2475447.59 frames. utt_duration=429 frames, utt_pad_proportion=0.0758, over 23159.96 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 02:32:55,188 INFO [train.py:927] (2/8) Epoch 10, batch 7200, giga_loss[loss=0.2068, simple_loss=0.2891, pruned_loss=0.06228, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3184, pruned_loss=0.08365, over 2474599.82 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0787, over 22651.71 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05731, over 2399537.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05163, over 7506.12 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.321, pruned_loss=0.08637, over 2475325.70 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07908, over 24031.25 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 02:34:38,229 INFO [train.py:927] (2/8) Epoch 10, batch 7250, libri_loss[loss=0.2184, simple_loss=0.3105, pruned_loss=0.06321, over 12354.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01642, over 41.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3142, pruned_loss=0.08108, over 2473978.65 frames. utt_duration=467.1 frames, utt_pad_proportion=0.0725, over 21252.30 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05726, over 2401552.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.05137, over 7519.88 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3169, pruned_loss=0.084, over 2474744.90 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07346, over 22743.65 utterances.], batch size: 41, lr: 3.70e-04
2022-08-26 02:36:24,503 INFO [train.py:927] (2/8) Epoch 10, batch 7300, giga_loss[loss=0.2241, simple_loss=0.3132, pruned_loss=0.06747, over 12439.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0358, over 123.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3125, pruned_loss=0.08062, over 2473858.74 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07279, over 20458.46 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.0571, over 2404101.99 frames. utt_duration=1287 frames, utt_pad_proportion=0.04992, over 7481.04 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3159, pruned_loss=0.08395, over 2474729.75 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07429, over 22183.63 utterances.], batch size: 123, lr: 3.70e-04
2022-08-26 02:38:10,063 INFO [train.py:927] (2/8) Epoch 10, batch 7350, giga_loss[loss=0.2063, simple_loss=0.3038, pruned_loss=0.05441, over 12331.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03388, over 62.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3129, pruned_loss=0.07924, over 2474399.80 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07566, over 21722.51 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05708, over 2405744.20 frames. utt_duration=1275 frames, utt_pad_proportion=0.05333, over 7555.50 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3159, pruned_loss=0.08233, over 2474857.42 frames. utt_duration=427 frames, utt_pad_proportion=0.07572, over 23263.89 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:39:52,771 INFO [train.py:927] (2/8) Epoch 10, batch 7400, giga_loss[loss=0.2054, simple_loss=0.2966, pruned_loss=0.05705, over 12325.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.0309, over 85.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.0762, over 2475228.30 frames. utt_duration=444 frames, utt_pad_proportion=0.07349, over 22371.87 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05749, over 2407579.12 frames. utt_duration=1263 frames, utt_pad_proportion=0.05634, over 7633.13 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3137, pruned_loss=0.07878, over 2475479.48 frames. utt_duration=416.7 frames, utt_pad_proportion=0.0731, over 23843.79 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 02:41:35,657 INFO [train.py:927] (2/8) Epoch 10, batch 7450, giga_loss[loss=0.1785, simple_loss=0.2745, pruned_loss=0.04129, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3082, pruned_loss=0.07291, over 2474871.74 frames. utt_duration=434.2 frames, utt_pad_proportion=0.0764, over 22878.36 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2923, pruned_loss=0.05742, over 2409414.46 frames. utt_duration=1269 frames, utt_pad_proportion=0.05481, over 7606.25 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3108, pruned_loss=0.07558, over 2475520.83 frames. utt_duration=404.5 frames, utt_pad_proportion=0.07656, over 24567.08 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 02:43:19,386 INFO [train.py:927] (2/8) Epoch 10, batch 7500, giga_loss[loss=0.2354, simple_loss=0.3183, pruned_loss=0.0762, over 12342.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03041, over 70.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3088, pruned_loss=0.07166, over 2475670.36 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07188, over 22921.73 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2921, pruned_loss=0.05733, over 2410043.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05441, over 7594.22 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3113, pruned_loss=0.07397, over 2476204.69 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07243, over 24404.74 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:45:04,015 INFO [train.py:927] (2/8) Epoch 10, batch 7550, giga_loss[loss=0.2291, simple_loss=0.3118, pruned_loss=0.07319, over 12355.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02903, over 91.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3065, pruned_loss=0.06965, over 2475526.34 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07326, over 23438.02 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05731, over 2412112.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05346, over 7577.89 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.309, pruned_loss=0.07195, over 2476124.66 frames. utt_duration=395.4 frames, utt_pad_proportion=0.074, over 25140.46 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 02:46:48,139 INFO [train.py:927] (2/8) Epoch 10, batch 7600, giga_loss[loss=0.2184, simple_loss=0.3098, pruned_loss=0.06351, over 12433.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03742, over 133.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3048, pruned_loss=0.06858, over 2475677.51 frames. utt_duration=410.3 frames, utt_pad_proportion=0.07405, over 24221.91 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2917, pruned_loss=0.05717, over 2413774.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05267, over 7570.39 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3075, pruned_loss=0.07089, over 2476362.79 frames. utt_duration=381.7 frames, utt_pad_proportion=0.07498, over 26052.82 utterances.], batch size: 133, lr: 3.70e-04
2022-08-26 02:48:32,742 INFO [train.py:927] (2/8) Epoch 10, batch 7650, giga_loss[loss=0.2172, simple_loss=0.3031, pruned_loss=0.06565, over 12416.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06774, over 184.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3032, pruned_loss=0.06658, over 2476349.64 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07168, over 23637.04 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05703, over 2415463.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05611, over 7628.53 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3056, pruned_loss=0.06878, over 2476773.06 frames. utt_duration=391.4 frames, utt_pad_proportion=0.07184, over 25406.45 utterances.], batch size: 184, lr: 3.70e-04
2022-08-26 02:50:17,816 INFO [train.py:927] (2/8) Epoch 10, batch 7700, giga_loss[loss=0.1829, simple_loss=0.2604, pruned_loss=0.05271, over 12377.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1898, over 363.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.3002, pruned_loss=0.06447, over 2476214.97 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07026, over 23582.67 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05709, over 2416341.39 frames. utt_duration=1270 frames, utt_pad_proportion=0.05555, over 7621.94 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3024, pruned_loss=0.06631, over 2476863.22 frames. utt_duration=393.2 frames, utt_pad_proportion=0.07068, over 25288.03 utterances.], batch size: 363, lr: 3.69e-04
2022-08-26 02:52:03,056 INFO [train.py:927] (2/8) Epoch 10, batch 7750, giga_loss[loss=0.2036, simple_loss=0.2902, pruned_loss=0.05849, over 12429.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07159, over 212.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2977, pruned_loss=0.06349, over 2475999.46 frames. utt_duration=439.5 frames, utt_pad_proportion=0.06697, over 22609.25 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2918, pruned_loss=0.0572, over 2418720.77 frames. utt_duration=1272 frames, utt_pad_proportion=0.05418, over 7613.99 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2996, pruned_loss=0.06517, over 2476790.29 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06809, over 24639.58 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 02:53:55,988 INFO [train.py:927] (2/8) Epoch 10, batch 7800, giga_loss[loss=0.2216, simple_loss=0.309, pruned_loss=0.06713, over 12423.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06889, over 212.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2986, pruned_loss=0.06322, over 2476667.82 frames. utt_duration=425.4 frames, utt_pad_proportion=0.06606, over 23368.70 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05728, over 2419386.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.05352, over 7607.80 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3001, pruned_loss=0.06455, over 2477457.03 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06719, over 25164.93 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 02:55:58,074 INFO [train.py:927] (2/8) Epoch 10, batch 7850, giga_loss[loss=0.2078, simple_loss=0.2942, pruned_loss=0.06067, over 12379.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2991, pruned_loss=0.06248, over 2476122.17 frames. utt_duration=430.8 frames, utt_pad_proportion=0.06371, over 23067.32 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05741, over 2420029.74 frames. utt_duration=1274 frames, utt_pad_proportion=0.05293, over 7607.66 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2997, pruned_loss=0.06348, over 2476922.92 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06497, over 24691.90 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 02:57:55,728 INFO [train.py:927] (2/8) Epoch 10, batch 7900, giga_loss[loss=0.206, simple_loss=0.2838, pruned_loss=0.06407, over 12388.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1767, over 357.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.06128, over 2476722.11 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06259, over 23239.43 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05746, over 2421446.28 frames. utt_duration=1277 frames, utt_pad_proportion=0.05187, over 7593.57 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2979, pruned_loss=0.06214, over 2477336.42 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06399, over 24913.25 utterances.], batch size: 357, lr: 3.69e-04
2022-08-26 03:00:04,781 INFO [train.py:927] (2/8) Epoch 10, batch 7950, giga_loss[loss=0.1935, simple_loss=0.2802, pruned_loss=0.05337, over 12416.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07763, over 213.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2955, pruned_loss=0.05996, over 2476868.28 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06564, over 23461.84 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05758, over 2423246.78 frames. utt_duration=1267 frames, utt_pad_proportion=0.05528, over 7656.50 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2958, pruned_loss=0.06064, over 2477717.04 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06577, over 25345.26 utterances.], batch size: 213, lr: 3.69e-04
2022-08-26 03:02:00,210 INFO [train.py:927] (2/8) Epoch 10, batch 8000, libri_loss[loss=0.2207, simple_loss=0.3065, pruned_loss=0.06745, over 12399.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03759, over 46.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.05954, over 2476135.32 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06751, over 23509.61 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05752, over 2424497.90 frames. utt_duration=1274 frames, utt_pad_proportion=0.05377, over 7621.01 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.294, pruned_loss=0.06023, over 2477612.13 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06807, over 25683.81 utterances.], batch size: 46, lr: 3.69e-04
2022-08-26 03:03:53,677 INFO [train.py:927] (2/8) Epoch 10, batch 8050, giga_loss[loss=0.2085, simple_loss=0.303, pruned_loss=0.05702, over 12422.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04457, over 161.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2935, pruned_loss=0.05906, over 2476369.55 frames. utt_duration=419 frames, utt_pad_proportion=0.06626, over 23713.73 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05733, over 2425906.70 frames. utt_duration=1273 frames, utt_pad_proportion=0.05336, over 7631.39 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2943, pruned_loss=0.05983, over 2477671.47 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06701, over 25874.51 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:06:15,267 INFO [train.py:927] (2/8) Epoch 10, batch 8100, giga_loss[loss=0.2132, simple_loss=0.3063, pruned_loss=0.06003, over 12445.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02889, over 80.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05807, over 2476862.66 frames. utt_duration=421.7 frames, utt_pad_proportion=0.0641, over 23566.88 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05732, over 2426324.07 frames. utt_duration=1274 frames, utt_pad_proportion=0.05295, over 7629.07 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05869, over 2477979.15 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06498, over 25407.53 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 03:08:14,508 INFO [train.py:927] (2/8) Epoch 10, batch 8150, giga_loss[loss=0.1987, simple_loss=0.3003, pruned_loss=0.04851, over 12398.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02384, over 66.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2932, pruned_loss=0.05839, over 2477149.13 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06341, over 23710.41 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05712, over 2427779.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.05219, over 7615.00 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2941, pruned_loss=0.05911, over 2478310.75 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06445, over 25719.98 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 03:10:19,014 INFO [train.py:927] (2/8) Epoch 10, batch 8200, giga_loss[loss=0.2004, simple_loss=0.3008, pruned_loss=0.05004, over 12466.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.02612, over 55.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2954, pruned_loss=0.05768, over 2477580.57 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06319, over 24226.40 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2914, pruned_loss=0.05694, over 2428656.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.05174, over 7580.98 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2966, pruned_loss=0.05844, over 2478598.03 frames. utt_duration=380.3 frames, utt_pad_proportion=0.0642, over 26153.53 utterances.], batch size: 55, lr: 3.69e-04
2022-08-26 03:12:26,498 INFO [train.py:927] (2/8) Epoch 10, batch 8250, giga_loss[loss=0.2091, simple_loss=0.2973, pruned_loss=0.06044, over 12401.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.02727, over 85.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2959, pruned_loss=0.0574, over 2477461.07 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06174, over 23519.46 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05687, over 2429798.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.05082, over 7564.51 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2971, pruned_loss=0.05808, over 2478335.50 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06299, over 25421.53 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:14:40,003 INFO [train.py:927] (2/8) Epoch 10, batch 8300, giga_loss[loss=0.2453, simple_loss=0.3245, pruned_loss=0.08303, over 12436.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2951, pruned_loss=0.0578, over 2477970.94 frames. utt_duration=424 frames, utt_pad_proportion=0.06157, over 23446.70 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.291, pruned_loss=0.05692, over 2431196.00 frames. utt_duration=1291 frames, utt_pad_proportion=0.04968, over 7543.81 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2965, pruned_loss=0.05832, over 2478688.68 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06296, over 25405.38 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 03:16:58,777 INFO [train.py:927] (2/8) Epoch 10, batch 8350, giga_loss[loss=0.1814, simple_loss=0.2675, pruned_loss=0.04765, over 12234.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02823, over 42.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2941, pruned_loss=0.05769, over 2478126.36 frames. utt_duration=420.7 frames, utt_pad_proportion=0.06205, over 23627.47 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05704, over 2431785.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.05447, over 7627.38 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2948, pruned_loss=0.05802, over 2478591.57 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06191, over 25227.74 utterances.], batch size: 42, lr: 3.69e-04
2022-08-26 03:19:06,701 INFO [train.py:927] (2/8) Epoch 10, batch 8400, giga_loss[loss=0.1705, simple_loss=0.2653, pruned_loss=0.03781, over 12397.00 frames. utt_duration=662.3 frames, utt_pad_proportion=0.02753, over 75.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2903, pruned_loss=0.05585, over 2477514.99 frames. utt_duration=439.6 frames, utt_pad_proportion=0.05819, over 22602.43 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2909, pruned_loss=0.05686, over 2432263.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05327, over 7604.76 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2914, pruned_loss=0.05626, over 2478719.09 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0587, over 24329.00 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 03:21:09,180 INFO [train.py:927] (2/8) Epoch 10, batch 8450, giga_loss[loss=0.1737, simple_loss=0.2566, pruned_loss=0.0454, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03693, over 28.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.292, pruned_loss=0.05663, over 2476750.15 frames. utt_duration=441.4 frames, utt_pad_proportion=0.06052, over 22506.25 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05678, over 2432978.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.0526, over 7600.57 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05703, over 2478097.08 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06106, over 24250.01 utterances.], batch size: 28, lr: 3.69e-04
2022-08-26 03:23:11,367 INFO [train.py:927] (2/8) Epoch 10, batch 8500, giga_loss[loss=0.2265, simple_loss=0.3069, pruned_loss=0.07303, over 12470.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.05732, over 2477125.81 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0618, over 22796.83 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05685, over 2433807.29 frames. utt_duration=1273 frames, utt_pad_proportion=0.0559, over 7658.68 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05758, over 2478623.87 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06129, over 24535.93 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 03:25:14,970 INFO [train.py:927] (2/8) Epoch 10, batch 8550, giga_loss[loss=0.2093, simple_loss=0.2994, pruned_loss=0.0596, over 12378.00 frames. utt_duration=376.4 frames, utt_pad_proportion=0.03485, over 132.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2915, pruned_loss=0.05716, over 2475926.68 frames. utt_duration=455.9 frames, utt_pad_proportion=0.05814, over 21778.86 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05668, over 2434382.86 frames. utt_duration=1280 frames, utt_pad_proportion=0.05423, over 7616.18 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05753, over 2478154.00 frames. utt_duration=418.6 frames, utt_pad_proportion=0.05851, over 23748.85 utterances.], batch size: 132, lr: 3.69e-04
2022-08-26 03:27:35,921 INFO [train.py:927] (2/8) Epoch 10, batch 8600, giga_loss[loss=0.2007, simple_loss=0.2978, pruned_loss=0.05178, over 12375.00 frames. utt_duration=472.4 frames, utt_pad_proportion=0.04363, over 105.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.293, pruned_loss=0.05813, over 2476586.42 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06222, over 22511.90 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2904, pruned_loss=0.05683, over 2436047.76 frames. utt_duration=1281 frames, utt_pad_proportion=0.0538, over 7618.54 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05833, over 2478158.01 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06236, over 24550.79 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 03:29:42,526 INFO [train.py:927] (2/8) Epoch 10, batch 8650, giga_loss[loss=0.1815, simple_loss=0.261, pruned_loss=0.05102, over 12354.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.02773, over 104.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2903, pruned_loss=0.05751, over 2476750.75 frames. utt_duration=440.6 frames, utt_pad_proportion=0.05884, over 22547.21 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2907, pruned_loss=0.05697, over 2436382.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.05312, over 7613.28 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2908, pruned_loss=0.05756, over 2478236.22 frames. utt_duration=408 frames, utt_pad_proportion=0.05942, over 24367.34 utterances.], batch size: 104, lr: 3.69e-04
2022-08-26 03:31:36,803 INFO [train.py:927] (2/8) Epoch 10, batch 8700, giga_loss[loss=0.245, simple_loss=0.3201, pruned_loss=0.08495, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04601, over 146.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2902, pruned_loss=0.05747, over 2476670.39 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0603, over 22759.34 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05701, over 2437270.85 frames. utt_duration=1281 frames, utt_pad_proportion=0.05273, over 7621.04 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2899, pruned_loss=0.05747, over 2478340.28 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06086, over 24715.26 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 03:33:41,162 INFO [train.py:927] (2/8) Epoch 10, batch 8750, giga_loss[loss=0.2, simple_loss=0.2891, pruned_loss=0.0555, over 12396.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02582, over 85.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2888, pruned_loss=0.05677, over 2477546.18 frames. utt_duration=442 frames, utt_pad_proportion=0.05706, over 22480.14 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2908, pruned_loss=0.05684, over 2438779.44 frames. utt_duration=1288 frames, utt_pad_proportion=0.05148, over 7582.85 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.289, pruned_loss=0.05693, over 2478777.66 frames. utt_duration=405.3 frames, utt_pad_proportion=0.05815, over 24537.82 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:35:54,326 INFO [train.py:927] (2/8) Epoch 10, batch 8800, giga_loss[loss=0.2192, simple_loss=0.2982, pruned_loss=0.07017, over 12421.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07291, over 212.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2877, pruned_loss=0.05626, over 2477786.82 frames. utt_duration=434.6 frames, utt_pad_proportion=0.05796, over 22867.66 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2907, pruned_loss=0.05689, over 2439445.85 frames. utt_duration=1290 frames, utt_pad_proportion=0.05091, over 7570.14 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2878, pruned_loss=0.05633, over 2478690.06 frames. utt_duration=402.5 frames, utt_pad_proportion=0.05892, over 24708.41 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:38:05,864 INFO [train.py:927] (2/8) Epoch 10, batch 8850, libri_loss[loss=0.1844, simple_loss=0.2619, pruned_loss=0.05347, over 12264.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03428, over 27.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2863, pruned_loss=0.0554, over 2477801.21 frames. utt_duration=439.5 frames, utt_pad_proportion=0.06298, over 22610.99 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05672, over 2440676.25 frames. utt_duration=1291 frames, utt_pad_proportion=0.05051, over 7569.26 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2865, pruned_loss=0.05556, over 2478789.20 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06366, over 24661.17 utterances.], batch size: 27, lr: 3.69e-04
2022-08-26 03:40:09,829 INFO [train.py:927] (2/8) Epoch 10, batch 8900, giga_loss[loss=0.2325, simple_loss=0.2964, pruned_loss=0.08434, over 12407.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.287, pruned_loss=0.0564, over 2478061.38 frames. utt_duration=431 frames, utt_pad_proportion=0.06215, over 23060.38 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05667, over 2441083.48 frames. utt_duration=1294 frames, utt_pad_proportion=0.04993, over 7554.79 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2873, pruned_loss=0.05656, over 2478982.17 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06294, over 24890.74 utterances.], batch size: 257, lr: 3.69e-04
2022-08-26 03:42:07,837 INFO [train.py:927] (2/8) Epoch 10, batch 8950, giga_loss[loss=0.1989, simple_loss=0.2822, pruned_loss=0.05777, over 12393.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06293, over 211.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2873, pruned_loss=0.05547, over 2478206.21 frames. utt_duration=422.6 frames, utt_pad_proportion=0.0634, over 23524.90 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.0567, over 2441646.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.04972, over 7559.64 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2873, pruned_loss=0.05556, over 2479315.03 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06406, over 25342.95 utterances.], batch size: 211, lr: 3.69e-04
2022-08-26 03:44:11,104 INFO [train.py:927] (2/8) Epoch 10, batch 9000, giga_loss[loss=0.2175, simple_loss=0.3073, pruned_loss=0.06381, over 12351.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03254, over 85.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2896, pruned_loss=0.05635, over 2478133.84 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06559, over 24137.97 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2903, pruned_loss=0.05665, over 2442074.16 frames. utt_duration=1296 frames, utt_pad_proportion=0.04915, over 7547.29 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05645, over 2479119.56 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06617, over 25793.63 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 03:44:11,104 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 03:44:25,393 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1832, simple_loss=0.2931, pruned_loss=0.03659, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 03:46:27,884 INFO [train.py:927] (2/8) Epoch 10, batch 9050, giga_loss[loss=0.1899, simple_loss=0.2866, pruned_loss=0.04663, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03758, over 113.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.0564, over 2478012.64 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06575, over 24687.28 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05668, over 2442265.99 frames. utt_duration=1298 frames, utt_pad_proportion=0.0486, over 7536.18 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2899, pruned_loss=0.05645, over 2479080.87 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06639, over 26224.38 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 03:48:27,339 INFO [train.py:927] (2/8) Epoch 10, batch 9100, giga_loss[loss=0.2007, simple_loss=0.2816, pruned_loss=0.05989, over 12384.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05548, over 181.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.05545, over 2477119.86 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06266, over 24230.27 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2901, pruned_loss=0.05645, over 2442252.35 frames. utt_duration=1303 frames, utt_pad_proportion=0.04709, over 7507.29 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2884, pruned_loss=0.05567, over 2479218.02 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0639, over 26088.77 utterances.], batch size: 181, lr: 3.68e-04
2022-08-26 03:50:32,033 INFO [train.py:927] (2/8) Epoch 10, batch 9150, giga_loss[loss=0.2107, simple_loss=0.2955, pruned_loss=0.06297, over 12407.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.0402, over 133.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2864, pruned_loss=0.05502, over 2476511.56 frames. utt_duration=410 frames, utt_pad_proportion=0.06584, over 24231.92 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2899, pruned_loss=0.05634, over 2442516.14 frames. utt_duration=1306 frames, utt_pad_proportion=0.04658, over 7489.79 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2867, pruned_loss=0.05527, over 2478372.00 frames. utt_duration=383.7 frames, utt_pad_proportion=0.0668, over 25917.19 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 03:52:35,138 INFO [train.py:927] (2/8) Epoch 10, batch 9200, giga_loss[loss=0.2284, simple_loss=0.3075, pruned_loss=0.07467, over 12419.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07254, over 212.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05648, over 2476696.05 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06824, over 24936.77 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05649, over 2443166.13 frames. utt_duration=1302 frames, utt_pad_proportion=0.04674, over 7514.99 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.289, pruned_loss=0.05653, over 2478360.81 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06899, over 26627.64 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 03:54:30,679 INFO [train.py:927] (2/8) Epoch 10, batch 9250, giga_loss[loss=0.2281, simple_loss=0.3222, pruned_loss=0.06703, over 12392.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03928, over 113.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05756, over 2477080.92 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06972, over 25690.18 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2908, pruned_loss=0.05666, over 2443463.10 frames. utt_duration=1298 frames, utt_pad_proportion=0.04686, over 7539.06 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2917, pruned_loss=0.05746, over 2478574.96 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07028, over 27242.01 utterances.], batch size: 113, lr: 3.68e-04
2022-08-26 03:56:49,888 INFO [train.py:927] (2/8) Epoch 10, batch 9300, giga_loss[loss=0.2052, simple_loss=0.2886, pruned_loss=0.06086, over 12456.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02949, over 80.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2935, pruned_loss=0.05769, over 2477444.08 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06564, over 25017.77 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2908, pruned_loss=0.0565, over 2443798.76 frames. utt_duration=1301 frames, utt_pad_proportion=0.04632, over 7524.07 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05777, over 2478775.43 frames. utt_duration=375.4 frames, utt_pad_proportion=0.0665, over 26496.37 utterances.], batch size: 80, lr: 3.68e-04
2022-08-26 03:58:50,106 INFO [train.py:927] (2/8) Epoch 10, batch 9350, giga_loss[loss=0.232, simple_loss=0.312, pruned_loss=0.076, over 12338.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03199, over 85.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05667, over 2477376.81 frames. utt_duration=396.7 frames, utt_pad_proportion=0.0701, over 25057.60 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05623, over 2444652.84 frames. utt_duration=1307 frames, utt_pad_proportion=0.04516, over 7489.25 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05699, over 2478721.16 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07094, over 26802.69 utterances.], batch size: 85, lr: 3.68e-04
2022-08-26 04:00:51,292 INFO [train.py:927] (2/8) Epoch 10, batch 9400, giga_loss[loss=0.1962, simple_loss=0.2764, pruned_loss=0.05796, over 12460.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02918, over 80.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2903, pruned_loss=0.0572, over 2477441.33 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06926, over 25430.99 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2902, pruned_loss=0.05631, over 2445018.86 frames. utt_duration=1297 frames, utt_pad_proportion=0.04882, over 7549.80 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2905, pruned_loss=0.0574, over 2478927.29 frames. utt_duration=366.1 frames, utt_pad_proportion=0.06925, over 27176.40 utterances.], batch size: 80, lr: 3.68e-04
2022-08-26 04:02:50,203 INFO [train.py:927] (2/8) Epoch 10, batch 9450, giga_loss[loss=0.1739, simple_loss=0.2721, pruned_loss=0.03786, over 12438.00 frames. utt_duration=905.9 frames, utt_pad_proportion=0.03211, over 55.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2895, pruned_loss=0.05667, over 2477404.71 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06675, over 25116.80 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.29, pruned_loss=0.05622, over 2445317.09 frames. utt_duration=1300 frames, utt_pad_proportion=0.04847, over 7533.99 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2898, pruned_loss=0.05692, over 2478898.99 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06706, over 26840.18 utterances.], batch size: 55, lr: 3.68e-04
2022-08-26 04:04:51,216 INFO [train.py:927] (2/8) Epoch 10, batch 9500, giga_loss[loss=0.1863, simple_loss=0.2877, pruned_loss=0.04249, over 12402.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04058, over 133.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2894, pruned_loss=0.05527, over 2477206.22 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06312, over 24052.37 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05607, over 2445548.20 frames. utt_duration=1304 frames, utt_pad_proportion=0.04777, over 7512.46 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.0556, over 2478759.49 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06385, over 25746.51 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:06:52,118 INFO [train.py:927] (2/8) Epoch 10, batch 9550, giga_loss[loss=0.2062, simple_loss=0.2997, pruned_loss=0.05632, over 12439.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03748, over 133.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2902, pruned_loss=0.05507, over 2477367.34 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06551, over 24223.79 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2901, pruned_loss=0.05626, over 2446065.66 frames. utt_duration=1300 frames, utt_pad_proportion=0.0479, over 7537.15 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2902, pruned_loss=0.05514, over 2478704.77 frames. utt_duration=384.7 frames, utt_pad_proportion=0.06604, over 25854.47 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:08:52,177 INFO [train.py:927] (2/8) Epoch 10, batch 9600, giga_loss[loss=0.2093, simple_loss=0.3067, pruned_loss=0.05592, over 12422.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2904, pruned_loss=0.05526, over 2477269.45 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06722, over 24363.74 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05641, over 2446506.48 frames. utt_duration=1287 frames, utt_pad_proportion=0.05163, over 7611.05 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2902, pruned_loss=0.05513, over 2478617.57 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06667, over 25980.90 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 04:11:10,447 INFO [train.py:927] (2/8) Epoch 10, batch 9650, giga_loss[loss=0.1804, simple_loss=0.2781, pruned_loss=0.04139, over 12409.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2906, pruned_loss=0.05478, over 2477663.56 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06356, over 24573.11 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2898, pruned_loss=0.05621, over 2447028.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.05102, over 7595.69 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2909, pruned_loss=0.05484, over 2478964.96 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06358, over 26256.65 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 04:13:30,640 INFO [train.py:927] (2/8) Epoch 10, batch 9700, giga_loss[loss=0.205, simple_loss=0.3007, pruned_loss=0.05461, over 12415.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02847, over 122.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2942, pruned_loss=0.0565, over 2478146.14 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06364, over 24612.99 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2901, pruned_loss=0.05637, over 2447721.32 frames. utt_duration=1290 frames, utt_pad_proportion=0.05023, over 7595.81 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2942, pruned_loss=0.05639, over 2479124.20 frames. utt_duration=379 frames, utt_pad_proportion=0.06393, over 26244.45 utterances.], batch size: 122, lr: 3.68e-04
2022-08-26 04:15:45,793 INFO [train.py:927] (2/8) Epoch 10, batch 9750, giga_loss[loss=0.1882, simple_loss=0.2834, pruned_loss=0.04649, over 12410.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03668, over 105.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2925, pruned_loss=0.05538, over 2477611.29 frames. utt_duration=431.9 frames, utt_pad_proportion=0.05962, over 23010.24 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.05646, over 2448276.80 frames. utt_duration=1289 frames, utt_pad_proportion=0.04931, over 7605.89 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2923, pruned_loss=0.05522, over 2478801.23 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06049, over 24811.67 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:17:55,404 INFO [train.py:927] (2/8) Epoch 10, batch 9800, giga_loss[loss=0.1825, simple_loss=0.2843, pruned_loss=0.04033, over 12412.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0486, over 161.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2906, pruned_loss=0.05384, over 2477504.06 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06283, over 23096.44 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.05639, over 2448488.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.04866, over 7588.94 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2906, pruned_loss=0.05374, over 2478791.33 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06354, over 24822.09 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 04:19:55,969 INFO [train.py:927] (2/8) Epoch 10, batch 9850, giga_loss[loss=0.2297, simple_loss=0.3246, pruned_loss=0.06735, over 12432.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0348, over 105.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2919, pruned_loss=0.05468, over 2477719.95 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06057, over 23012.44 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2902, pruned_loss=0.05644, over 2448898.32 frames. utt_duration=1296 frames, utt_pad_proportion=0.04763, over 7568.64 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.292, pruned_loss=0.05449, over 2479129.15 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06166, over 24821.94 utterances.], batch size: 105, lr: 3.68e-04
2022-08-26 04:21:50,405 INFO [train.py:927] (2/8) Epoch 10, batch 9900, giga_loss[loss=0.1857, simple_loss=0.2857, pruned_loss=0.04289, over 12432.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.038, over 133.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2927, pruned_loss=0.05524, over 2478081.61 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06638, over 24057.53 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2907, pruned_loss=0.05671, over 2449498.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.05206, over 7653.49 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2924, pruned_loss=0.05482, over 2479290.13 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06577, over 25758.32 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:23:46,869 INFO [train.py:927] (2/8) Epoch 10, batch 9950, giga_loss[loss=0.2161, simple_loss=0.3034, pruned_loss=0.06443, over 12390.00 frames. utt_duration=310.9 frames, utt_pad_proportion=0.0462, over 160.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2907, pruned_loss=0.05506, over 2477810.82 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06758, over 24435.36 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2908, pruned_loss=0.05658, over 2449536.16 frames. utt_duration=1281 frames, utt_pad_proportion=0.05151, over 7656.23 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2905, pruned_loss=0.05479, over 2479361.24 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06729, over 26157.92 utterances.], batch size: 160, lr: 3.68e-04
2022-08-26 04:25:31,054 INFO [train.py:927] (2/8) Epoch 10, batch 10000, giga_loss[loss=0.2323, simple_loss=0.3145, pruned_loss=0.07504, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02941, over 45.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2976, pruned_loss=0.05872, over 2478014.46 frames. utt_duration=421.2 frames, utt_pad_proportion=0.0668, over 23600.03 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05684, over 2450008.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05108, over 7652.68 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2966, pruned_loss=0.05827, over 2479054.26 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06677, over 25113.65 utterances.], batch size: 45, lr: 3.68e-04
2022-08-26 04:27:15,435 INFO [train.py:927] (2/8) Epoch 10, batch 10050, giga_loss[loss=0.1815, simple_loss=0.2649, pruned_loss=0.04902, over 12374.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02764, over 91.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.3004, pruned_loss=0.06023, over 2476734.46 frames. utt_duration=461 frames, utt_pad_proportion=0.06223, over 21550.74 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05698, over 2450396.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.05085, over 7660.77 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.299, pruned_loss=0.0598, over 2477563.51 frames. utt_duration=433.2 frames, utt_pad_proportion=0.0626, over 22944.42 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:28:57,244 INFO [train.py:927] (2/8) Epoch 10, batch 10100, giga_loss[loss=0.1929, simple_loss=0.2759, pruned_loss=0.05495, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03222, over 85.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2953, pruned_loss=0.05975, over 2476420.83 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06536, over 20950.79 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05722, over 2451021.69 frames. utt_duration=1269 frames, utt_pad_proportion=0.05443, over 7737.31 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2941, pruned_loss=0.05928, over 2477339.27 frames. utt_duration=443.3 frames, utt_pad_proportion=0.06444, over 22418.15 utterances.], batch size: 85, lr: 3.68e-04
2022-08-26 04:30:41,859 INFO [train.py:927] (2/8) Epoch 10, batch 10150, giga_loss[loss=0.215, simple_loss=0.2685, pruned_loss=0.08077, over 12371.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1987, over 367.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2867, pruned_loss=0.05707, over 2474886.71 frames. utt_duration=484.2 frames, utt_pad_proportion=0.0657, over 20503.12 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05717, over 2451014.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05379, over 7725.31 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2857, pruned_loss=0.05675, over 2475954.15 frames. utt_duration=454.6 frames, utt_pad_proportion=0.06519, over 21851.61 utterances.], batch size: 367, lr: 3.68e-04
2022-08-26 04:32:25,133 INFO [train.py:927] (2/8) Epoch 10, batch 10200, giga_loss[loss=0.1777, simple_loss=0.2656, pruned_loss=0.04492, over 12364.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06067, over 182.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2796, pruned_loss=0.05477, over 2474271.90 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06732, over 20568.26 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05706, over 2451680.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.05298, over 7703.98 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2789, pruned_loss=0.05459, over 2474930.96 frames. utt_duration=453.7 frames, utt_pad_proportion=0.06714, over 21886.53 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 04:34:08,810 INFO [train.py:927] (2/8) Epoch 10, batch 10250, giga_loss[loss=0.1648, simple_loss=0.2447, pruned_loss=0.04243, over 12474.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02611, over 55.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2739, pruned_loss=0.05226, over 2473824.07 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06272, over 19275.71 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05696, over 2451650.85 frames. utt_duration=1278 frames, utt_pad_proportion=0.05235, over 7680.14 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2733, pruned_loss=0.05214, over 2474784.68 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06311, over 20567.63 utterances.], batch size: 55, lr: 3.68e-04
2022-08-26 04:35:48,576 INFO [train.py:927] (2/8) Epoch 10, batch 10300, libri_loss[loss=0.1987, simple_loss=0.2914, pruned_loss=0.05298, over 12365.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01572, over 41.00 utterances.], tot_loss[loss=0.186, simple_loss=0.2699, pruned_loss=0.05102, over 2473915.01 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06274, over 18914.04 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05681, over 2452451.58 frames. utt_duration=1281 frames, utt_pad_proportion=0.05112, over 7665.21 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2692, pruned_loss=0.05086, over 2474768.68 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06356, over 20369.16 utterances.], batch size: 41, lr: 3.68e-04
2022-08-26 04:37:32,418 INFO [train.py:927] (2/8) Epoch 10, batch 10350, giga_loss[loss=0.1614, simple_loss=0.2413, pruned_loss=0.04075, over 12324.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03562, over 51.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2654, pruned_loss=0.04924, over 2474135.97 frames. utt_duration=548 frames, utt_pad_proportion=0.06047, over 18106.07 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05691, over 2452761.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.0552, over 7754.02 utterances.], giga_tot_loss[loss=0.1811, simple_loss=0.2644, pruned_loss=0.04892, over 2474812.83 frames. utt_duration=513.9 frames, utt_pad_proportion=0.05985, over 19317.94 utterances.], batch size: 51, lr: 3.68e-04
2022-08-26 04:39:13,251 INFO [train.py:927] (2/8) Epoch 10, batch 10400, giga_loss[loss=0.15, simple_loss=0.2341, pruned_loss=0.03295, over 12397.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02881, over 58.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2625, pruned_loss=0.04816, over 2473944.50 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05808, over 17494.49 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2917, pruned_loss=0.05701, over 2452883.22 frames. utt_duration=1259 frames, utt_pad_proportion=0.05773, over 7802.87 utterances.], giga_tot_loss[loss=0.1779, simple_loss=0.2607, pruned_loss=0.04754, over 2475127.21 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05684, over 18780.19 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 04:40:57,694 INFO [train.py:927] (2/8) Epoch 10, batch 10450, giga_loss[loss=0.2376, simple_loss=0.3249, pruned_loss=0.07515, over 12314.00 frames. utt_duration=1590 frames, utt_pad_proportion=0.0455, over 31.00 utterances.], tot_loss[loss=0.1791, simple_loss=0.2615, pruned_loss=0.04832, over 2473534.69 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05804, over 17685.93 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05708, over 2453334.58 frames. utt_duration=1261 frames, utt_pad_proportion=0.05708, over 7788.92 utterances.], giga_tot_loss[loss=0.1774, simple_loss=0.2596, pruned_loss=0.04763, over 2474343.74 frames. utt_duration=526.5 frames, utt_pad_proportion=0.05731, over 18849.63 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 04:42:40,285 INFO [train.py:927] (2/8) Epoch 10, batch 10500, giga_loss[loss=0.2415, simple_loss=0.3246, pruned_loss=0.07924, over 12441.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.02854, over 80.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2737, pruned_loss=0.05426, over 2473483.13 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06347, over 18217.56 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05717, over 2453623.89 frames. utt_duration=1258 frames, utt_pad_proportion=0.05724, over 7812.98 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.2716, pruned_loss=0.05355, over 2474121.30 frames. utt_duration=515.7 frames, utt_pad_proportion=0.0626, over 19243.64 utterances.], batch size: 80, lr: 3.67e-04
2022-08-26 04:44:22,275 INFO [train.py:927] (2/8) Epoch 10, batch 10550, giga_loss[loss=0.2018, simple_loss=0.291, pruned_loss=0.05631, over 12466.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2807, pruned_loss=0.05725, over 2472323.93 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05983, over 17434.79 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2915, pruned_loss=0.05695, over 2453735.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05601, over 7772.12 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2791, pruned_loss=0.05684, over 2473238.01 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05981, over 18560.18 utterances.], batch size: 98, lr: 3.67e-04
2022-08-26 04:46:05,526 INFO [train.py:927] (2/8) Epoch 10, batch 10600, giga_loss[loss=0.1932, simple_loss=0.278, pruned_loss=0.0542, over 12389.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04317, over 37.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2837, pruned_loss=0.05757, over 2472476.97 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06189, over 17446.84 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.291, pruned_loss=0.05668, over 2454564.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.0589, over 7816.45 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2825, pruned_loss=0.05751, over 2473336.36 frames. utt_duration=528.6 frames, utt_pad_proportion=0.06057, over 18769.30 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 04:47:48,886 INFO [train.py:927] (2/8) Epoch 10, batch 10650, giga_loss[loss=0.2203, simple_loss=0.3055, pruned_loss=0.06751, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2883, pruned_loss=0.06021, over 2472524.34 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05904, over 17512.68 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.291, pruned_loss=0.05669, over 2454731.83 frames. utt_duration=1258 frames, utt_pad_proportion=0.05867, over 7816.36 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2873, pruned_loss=0.06016, over 2473133.20 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05825, over 18589.53 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 04:49:29,350 INFO [train.py:927] (2/8) Epoch 10, batch 10700, giga_loss[loss=0.223, simple_loss=0.3249, pruned_loss=0.06057, over 12361.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2938, pruned_loss=0.06256, over 2472153.82 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05893, over 17225.39 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2912, pruned_loss=0.05665, over 2455179.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.0576, over 7789.31 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2928, pruned_loss=0.06265, over 2472618.04 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05867, over 18318.07 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 04:51:18,119 INFO [train.py:927] (2/8) Epoch 10, batch 10750, giga_loss[loss=0.2252, simple_loss=0.308, pruned_loss=0.07122, over 12399.00 frames. utt_duration=973.7 frames, utt_pad_proportion=0.03013, over 51.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2983, pruned_loss=0.06435, over 2472786.96 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05725, over 17505.70 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05682, over 2455308.17 frames. utt_duration=1265 frames, utt_pad_proportion=0.05721, over 7772.45 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2973, pruned_loss=0.06433, over 2473192.08 frames. utt_duration=537.1 frames, utt_pad_proportion=0.05728, over 18470.25 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 04:52:59,176 INFO [train.py:927] (2/8) Epoch 10, batch 10800, giga_loss[loss=0.1942, simple_loss=0.2852, pruned_loss=0.0516, over 12104.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03387, over 30.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3014, pruned_loss=0.06479, over 2472165.29 frames. utt_duration=577 frames, utt_pad_proportion=0.05474, over 17182.21 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2921, pruned_loss=0.05685, over 2455913.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.05578, over 7744.06 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3003, pruned_loss=0.06499, over 2472470.44 frames. utt_duration=542.5 frames, utt_pad_proportion=0.05543, over 18279.13 utterances.], batch size: 30, lr: 3.67e-04
2022-08-26 04:54:42,105 INFO [train.py:927] (2/8) Epoch 10, batch 10850, giga_loss[loss=0.2031, simple_loss=0.294, pruned_loss=0.05611, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03609, over 40.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3016, pruned_loss=0.06395, over 2473057.51 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05371, over 16671.97 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05688, over 2456297.67 frames. utt_duration=1272 frames, utt_pad_proportion=0.05489, over 7731.28 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.3008, pruned_loss=0.06422, over 2473223.74 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05469, over 17723.58 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 04:56:25,197 INFO [train.py:927] (2/8) Epoch 10, batch 10900, giga_loss[loss=0.2913, simple_loss=0.3337, pruned_loss=0.1244, over 12356.00 frames. utt_duration=132.6 frames, utt_pad_proportion=0.2152, over 377.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3036, pruned_loss=0.06688, over 2473560.91 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06161, over 17839.64 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2924, pruned_loss=0.05709, over 2456477.30 frames. utt_duration=1262 frames, utt_pad_proportion=0.05823, over 7793.39 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3031, pruned_loss=0.06704, over 2473838.89 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06066, over 18779.74 utterances.], batch size: 377, lr: 3.67e-04
2022-08-26 04:58:10,014 INFO [train.py:927] (2/8) Epoch 10, batch 10950, giga_loss[loss=0.2355, simple_loss=0.3138, pruned_loss=0.07858, over 12436.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04121, over 146.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3039, pruned_loss=0.06789, over 2473601.34 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05863, over 17468.39 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05717, over 2456767.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05863, over 7816.47 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3034, pruned_loss=0.06804, over 2473714.52 frames. utt_duration=543 frames, utt_pad_proportion=0.05783, over 18274.38 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 04:59:54,077 INFO [train.py:927] (2/8) Epoch 10, batch 11000, giga_loss[loss=0.1951, simple_loss=0.2888, pruned_loss=0.0507, over 12403.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02549, over 70.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.06769, over 2473956.78 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05997, over 17472.13 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05732, over 2457407.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.06155, over 7871.17 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06796, over 2473945.70 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05817, over 18329.49 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:01:38,686 INFO [train.py:927] (2/8) Epoch 10, batch 11050, giga_loss[loss=0.2001, simple_loss=0.2851, pruned_loss=0.05757, over 12360.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3015, pruned_loss=0.06713, over 2474440.52 frames. utt_duration=537.7 frames, utt_pad_proportion=0.0637, over 18458.62 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05719, over 2457980.51 frames. utt_duration=1250 frames, utt_pad_proportion=0.06149, over 7872.60 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3018, pruned_loss=0.06765, over 2474220.00 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06221, over 19313.69 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 05:03:22,857 INFO [train.py:927] (2/8) Epoch 10, batch 11100, giga_loss[loss=0.1964, simple_loss=0.28, pruned_loss=0.05639, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03223, over 85.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.06518, over 2475260.43 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06231, over 18538.43 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05715, over 2458217.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.06109, over 7873.54 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2983, pruned_loss=0.06573, over 2475109.72 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06134, over 19363.25 utterances.], batch size: 85, lr: 3.67e-04
2022-08-26 05:05:07,825 INFO [train.py:927] (2/8) Epoch 10, batch 11150, giga_loss[loss=0.1906, simple_loss=0.2709, pruned_loss=0.05512, over 12401.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06414, over 2475032.41 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07187, over 19627.54 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05709, over 2458657.32 frames. utt_duration=1255 frames, utt_pad_proportion=0.06024, over 7846.28 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06476, over 2474818.47 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07114, over 20509.88 utterances.], batch size: 183, lr: 3.67e-04
2022-08-26 05:06:52,214 INFO [train.py:927] (2/8) Epoch 10, batch 11200, giga_loss[loss=0.2016, simple_loss=0.2916, pruned_loss=0.05584, over 12401.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2926, pruned_loss=0.06333, over 2474428.82 frames. utt_duration=507 frames, utt_pad_proportion=0.07352, over 19581.25 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2922, pruned_loss=0.05697, over 2458970.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05934, over 7823.58 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2927, pruned_loss=0.06405, over 2474267.06 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07326, over 20519.24 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 05:08:36,179 INFO [train.py:927] (2/8) Epoch 10, batch 11250, giga_loss[loss=0.1805, simple_loss=0.2691, pruned_loss=0.04592, over 12406.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02557, over 70.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2908, pruned_loss=0.06249, over 2474372.45 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07036, over 19025.43 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.05704, over 2459097.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05913, over 7827.46 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2905, pruned_loss=0.06302, over 2474196.06 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07038, over 19810.78 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:10:19,742 INFO [train.py:927] (2/8) Epoch 10, batch 11300, giga_loss[loss=0.1742, simple_loss=0.2604, pruned_loss=0.04398, over 12427.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03315, over 75.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2883, pruned_loss=0.06149, over 2474647.81 frames. utt_duration=518 frames, utt_pad_proportion=0.06945, over 19162.71 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2925, pruned_loss=0.05697, over 2459262.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05806, over 7807.71 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2881, pruned_loss=0.06212, over 2474854.43 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07001, over 20163.21 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 05:12:00,767 INFO [train.py:927] (2/8) Epoch 10, batch 11350, giga_loss[loss=0.1801, simple_loss=0.2637, pruned_loss=0.0483, over 12381.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02783, over 70.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2857, pruned_loss=0.06057, over 2474435.46 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06923, over 19215.17 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2928, pruned_loss=0.05698, over 2459582.84 frames. utt_duration=1263 frames, utt_pad_proportion=0.05736, over 7797.65 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2852, pruned_loss=0.0611, over 2474517.73 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06998, over 20166.80 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:13:41,583 INFO [train.py:927] (2/8) Epoch 10, batch 11400, giga_loss[loss=0.1699, simple_loss=0.2518, pruned_loss=0.04398, over 12349.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04618, over 37.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2818, pruned_loss=0.05898, over 2473054.64 frames. utt_duration=555 frames, utt_pad_proportion=0.06682, over 17873.31 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05711, over 2459602.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05632, over 7795.75 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.281, pruned_loss=0.05935, over 2473402.91 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06806, over 18868.85 utterances.], batch size: 37, lr: 3.67e-04
2022-08-26 05:15:24,515 INFO [train.py:927] (2/8) Epoch 10, batch 11450, giga_loss[loss=0.1651, simple_loss=0.2524, pruned_loss=0.03894, over 12233.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02875, over 42.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2792, pruned_loss=0.05828, over 2472649.17 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06238, over 17124.06 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2929, pruned_loss=0.05708, over 2459767.79 frames. utt_duration=1265 frames, utt_pad_proportion=0.05568, over 7784.92 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2785, pruned_loss=0.05863, over 2472934.87 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06389, over 18046.43 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 05:17:07,808 INFO [train.py:927] (2/8) Epoch 10, batch 11500, giga_loss[loss=0.2234, simple_loss=0.2991, pruned_loss=0.07386, over 12395.00 frames. utt_duration=578 frames, utt_pad_proportion=0.03829, over 86.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2802, pruned_loss=0.0586, over 2472228.96 frames. utt_duration=572 frames, utt_pad_proportion=0.06295, over 17333.81 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05707, over 2459792.65 frames. utt_duration=1263 frames, utt_pad_proportion=0.05558, over 7801.09 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2792, pruned_loss=0.0589, over 2472633.70 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06421, over 18217.70 utterances.], batch size: 86, lr: 3.67e-04
2022-08-26 05:18:51,502 INFO [train.py:927] (2/8) Epoch 10, batch 11550, libri_loss[loss=0.1921, simple_loss=0.2808, pruned_loss=0.05165, over 12243.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005598, over 34.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2835, pruned_loss=0.06023, over 2472184.35 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06376, over 17422.21 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.293, pruned_loss=0.05696, over 2459934.02 frames. utt_duration=1265 frames, utt_pad_proportion=0.05476, over 7788.17 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2826, pruned_loss=0.0606, over 2472602.14 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06513, over 18314.00 utterances.], batch size: 34, lr: 3.67e-04
2022-08-26 05:20:34,457 INFO [train.py:927] (2/8) Epoch 10, batch 11600, giga_loss[loss=0.3118, simple_loss=0.3792, pruned_loss=0.1222, over 12377.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2908, pruned_loss=0.06397, over 2472454.28 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06433, over 18268.84 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2937, pruned_loss=0.05722, over 2460132.31 frames. utt_duration=1264 frames, utt_pad_proportion=0.05397, over 7792.52 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2893, pruned_loss=0.06415, over 2472881.81 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06573, over 19211.61 utterances.], batch size: 258, lr: 3.67e-04
2022-08-26 05:22:17,800 INFO [train.py:927] (2/8) Epoch 10, batch 11650, giga_loss[loss=0.2228, simple_loss=0.3076, pruned_loss=0.06905, over 12424.00 frames. utt_duration=858.4 frames, utt_pad_proportion=0.0268, over 58.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2956, pruned_loss=0.06587, over 2472249.01 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06269, over 17860.60 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2933, pruned_loss=0.05707, over 2460380.33 frames. utt_duration=1270 frames, utt_pad_proportion=0.05286, over 7759.16 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2947, pruned_loss=0.06632, over 2472680.92 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06441, over 18909.70 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 05:23:58,792 INFO [train.py:927] (2/8) Epoch 10, batch 11700, giga_loss[loss=0.1926, simple_loss=0.2947, pruned_loss=0.04525, over 12328.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02795, over 74.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2983, pruned_loss=0.06564, over 2472820.59 frames. utt_duration=569.5 frames, utt_pad_proportion=0.0609, over 17414.84 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2935, pruned_loss=0.05706, over 2461213.65 frames. utt_duration=1270 frames, utt_pad_proportion=0.05176, over 7760.00 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2975, pruned_loss=0.06643, over 2472944.77 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06303, over 18725.05 utterances.], batch size: 74, lr: 3.67e-04
2022-08-26 05:25:39,362 INFO [train.py:927] (2/8) Epoch 10, batch 11750, giga_loss[loss=0.2045, simple_loss=0.2753, pruned_loss=0.0668, over 12341.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1897, over 362.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2969, pruned_loss=0.0642, over 2472894.24 frames. utt_duration=553 frames, utt_pad_proportion=0.06308, over 17935.33 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2937, pruned_loss=0.05707, over 2461522.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05091, over 7779.96 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2963, pruned_loss=0.06503, over 2473021.60 frames. utt_duration=516 frames, utt_pad_proportion=0.06503, over 19224.56 utterances.], batch size: 362, lr: 3.66e-04
2022-08-26 05:27:21,673 INFO [train.py:927] (2/8) Epoch 10, batch 11800, giga_loss[loss=0.241, simple_loss=0.3226, pruned_loss=0.07968, over 12456.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.0273, over 55.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2969, pruned_loss=0.06357, over 2473626.09 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06782, over 18120.57 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2933, pruned_loss=0.05684, over 2461774.00 frames. utt_duration=1271 frames, utt_pad_proportion=0.05019, over 7755.62 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2968, pruned_loss=0.06455, over 2473716.84 frames. utt_duration=512.9 frames, utt_pad_proportion=0.0694, over 19347.23 utterances.], batch size: 55, lr: 3.66e-04
2022-08-26 05:29:05,439 INFO [train.py:927] (2/8) Epoch 10, batch 11850, libri_loss[loss=0.2292, simple_loss=0.3155, pruned_loss=0.0714, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006864, over 31.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2983, pruned_loss=0.06452, over 2473482.44 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06573, over 18031.53 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2927, pruned_loss=0.05661, over 2462079.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.04922, over 7702.00 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2989, pruned_loss=0.06573, over 2473637.99 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06766, over 19395.27 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:30:47,760 INFO [train.py:927] (2/8) Epoch 10, batch 11900, giga_loss[loss=0.237, simple_loss=0.3173, pruned_loss=0.07842, over 12353.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03243, over 58.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2992, pruned_loss=0.0651, over 2473362.31 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06384, over 17593.57 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2922, pruned_loss=0.05631, over 2462574.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04842, over 7672.41 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3005, pruned_loss=0.06676, over 2473559.32 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06615, over 19207.84 utterances.], batch size: 58, lr: 3.66e-04
2022-08-26 05:32:30,276 INFO [train.py:927] (2/8) Epoch 10, batch 11950, giga_loss[loss=0.2335, simple_loss=0.316, pruned_loss=0.07549, over 12327.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03385, over 85.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2999, pruned_loss=0.06614, over 2473710.52 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06602, over 17687.84 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2915, pruned_loss=0.05597, over 2462512.16 frames. utt_duration=1292 frames, utt_pad_proportion=0.04767, over 7634.88 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3017, pruned_loss=0.06801, over 2474218.99 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06809, over 19275.54 utterances.], batch size: 85, lr: 3.66e-04
2022-08-26 05:34:13,989 INFO [train.py:927] (2/8) Epoch 10, batch 12000, libri_loss[loss=0.1831, simple_loss=0.2695, pruned_loss=0.04838, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.0065, over 31.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3009, pruned_loss=0.06646, over 2472763.90 frames. utt_duration=577.5 frames, utt_pad_proportion=0.066, over 17171.74 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.291, pruned_loss=0.05592, over 2462548.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.04666, over 7599.19 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.303, pruned_loss=0.0683, over 2473458.62 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06828, over 18752.54 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:34:13,990 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 05:34:27,522 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1874, simple_loss=0.2927, pruned_loss=0.04104, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 05:36:08,607 INFO [train.py:927] (2/8) Epoch 10, batch 12050, giga_loss[loss=0.2629, simple_loss=0.3246, pruned_loss=0.1006, over 12362.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3017, pruned_loss=0.06678, over 2472820.17 frames. utt_duration=592 frames, utt_pad_proportion=0.06164, over 16749.25 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.291, pruned_loss=0.05603, over 2462936.42 frames. utt_duration=1300 frames, utt_pad_proportion=0.04522, over 7584.47 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3038, pruned_loss=0.06857, over 2473427.86 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06465, over 18395.40 utterances.], batch size: 259, lr: 3.66e-04
2022-08-26 05:37:49,660 INFO [train.py:927] (2/8) Epoch 10, batch 12100, giga_loss[loss=0.1959, simple_loss=0.2763, pruned_loss=0.05775, over 12201.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03297, over 42.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2999, pruned_loss=0.06621, over 2472072.71 frames. utt_duration=621.5 frames, utt_pad_proportion=0.06104, over 15949.12 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2907, pruned_loss=0.05597, over 2462836.36 frames. utt_duration=1307 frames, utt_pad_proportion=0.04407, over 7546.54 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3023, pruned_loss=0.06805, over 2472963.53 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06429, over 17592.70 utterances.], batch size: 42, lr: 3.66e-04
2022-08-26 05:39:31,029 INFO [train.py:927] (2/8) Epoch 10, batch 12150, giga_loss[loss=0.2356, simple_loss=0.2979, pruned_loss=0.08658, over 12329.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2092, over 371.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3, pruned_loss=0.06681, over 2472002.03 frames. utt_duration=624.7 frames, utt_pad_proportion=0.06164, over 15865.96 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2906, pruned_loss=0.05604, over 2462710.45 frames. utt_duration=1310 frames, utt_pad_proportion=0.04339, over 7528.74 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3022, pruned_loss=0.06841, over 2472978.92 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06457, over 17343.01 utterances.], batch size: 371, lr: 3.66e-04
2022-08-26 05:41:10,669 INFO [train.py:927] (2/8) Epoch 10, batch 12200, giga_loss[loss=0.2531, simple_loss=0.332, pruned_loss=0.08708, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3015, pruned_loss=0.06795, over 2471276.64 frames. utt_duration=629.6 frames, utt_pad_proportion=0.0636, over 15738.01 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.291, pruned_loss=0.05632, over 2462700.18 frames. utt_duration=1309 frames, utt_pad_proportion=0.04247, over 7535.40 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3033, pruned_loss=0.06945, over 2472430.13 frames. utt_duration=574 frames, utt_pad_proportion=0.06663, over 17273.26 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 05:42:54,413 INFO [train.py:927] (2/8) Epoch 10, batch 12250, giga_loss[loss=0.1924, simple_loss=0.2785, pruned_loss=0.05315, over 12379.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03162, over 51.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3019, pruned_loss=0.06798, over 2471026.43 frames. utt_duration=619.1 frames, utt_pad_proportion=0.06577, over 16003.99 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2913, pruned_loss=0.05669, over 2462631.13 frames. utt_duration=1313 frames, utt_pad_proportion=0.04138, over 7513.11 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3034, pruned_loss=0.0692, over 2472278.96 frames. utt_duration=566 frames, utt_pad_proportion=0.06869, over 17517.90 utterances.], batch size: 51, lr: 3.66e-04
2022-08-26 05:44:37,381 INFO [train.py:927] (2/8) Epoch 10, batch 12300, giga_loss[loss=0.2144, simple_loss=0.2935, pruned_loss=0.06766, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02742, over 91.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3017, pruned_loss=0.06839, over 2471226.01 frames. utt_duration=622.4 frames, utt_pad_proportion=0.06115, over 15920.83 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05693, over 2462939.03 frames. utt_duration=1315 frames, utt_pad_proportion=0.04094, over 7497.51 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3031, pruned_loss=0.06929, over 2472038.24 frames. utt_duration=575 frames, utt_pad_proportion=0.06412, over 17242.20 utterances.], batch size: 91, lr: 3.66e-04
2022-08-26 05:46:20,423 INFO [train.py:927] (2/8) Epoch 10, batch 12350, giga_loss[loss=0.2363, simple_loss=0.3172, pruned_loss=0.07768, over 12384.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2998, pruned_loss=0.06733, over 2472198.73 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05973, over 16133.94 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05689, over 2462993.33 frames. utt_duration=1315 frames, utt_pad_proportion=0.04079, over 7501.02 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3009, pruned_loss=0.06811, over 2472824.42 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06223, over 17197.81 utterances.], batch size: 133, lr: 3.66e-04
2022-08-26 05:48:00,896 INFO [train.py:927] (2/8) Epoch 10, batch 12400, giga_loss[loss=0.2039, simple_loss=0.28, pruned_loss=0.06387, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2985, pruned_loss=0.06645, over 2472064.51 frames. utt_duration=611.4 frames, utt_pad_proportion=0.05874, over 16212.94 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.292, pruned_loss=0.05742, over 2463264.41 frames. utt_duration=1295 frames, utt_pad_proportion=0.0455, over 7616.09 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.299, pruned_loss=0.06692, over 2472589.04 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05921, over 17232.90 utterances.], batch size: 55, lr: 3.66e-04
2022-08-26 05:49:43,893 INFO [train.py:927] (2/8) Epoch 10, batch 12450, giga_loss[loss=0.1771, simple_loss=0.2642, pruned_loss=0.04502, over 12393.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2958, pruned_loss=0.06572, over 2473003.69 frames. utt_duration=603.1 frames, utt_pad_proportion=0.06038, over 16442.08 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2923, pruned_loss=0.05765, over 2463360.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.04891, over 7681.15 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.296, pruned_loss=0.06599, over 2473440.64 frames. utt_duration=573 frames, utt_pad_proportion=0.05957, over 17311.20 utterances.], batch size: 70, lr: 3.66e-04
2022-08-26 05:51:23,191 INFO [train.py:927] (2/8) Epoch 10, batch 12500, giga_loss[loss=0.1695, simple_loss=0.2528, pruned_loss=0.04308, over 12361.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04864, over 31.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.294, pruned_loss=0.06519, over 2472297.32 frames. utt_duration=606.3 frames, utt_pad_proportion=0.05902, over 16351.30 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2929, pruned_loss=0.05822, over 2463225.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05228, over 7755.89 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2937, pruned_loss=0.06515, over 2473060.23 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05726, over 17257.97 utterances.], batch size: 31, lr: 3.66e-04
2022-08-26 05:53:08,641 INFO [train.py:927] (2/8) Epoch 10, batch 12550, giga_loss[loss=0.2012, simple_loss=0.2791, pruned_loss=0.06165, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02903, over 45.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2928, pruned_loss=0.06388, over 2473198.17 frames. utt_duration=627.7 frames, utt_pad_proportion=0.05586, over 15797.46 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2934, pruned_loss=0.05861, over 2463402.25 frames. utt_duration=1261 frames, utt_pad_proportion=0.05544, over 7823.17 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2921, pruned_loss=0.06357, over 2473760.53 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05317, over 16566.25 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:54:50,340 INFO [train.py:927] (2/8) Epoch 10, batch 12600, giga_loss[loss=0.1938, simple_loss=0.2875, pruned_loss=0.05006, over 12389.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02455, over 66.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2931, pruned_loss=0.06292, over 2473409.57 frames. utt_duration=623.4 frames, utt_pad_proportion=0.05263, over 15907.62 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2937, pruned_loss=0.05863, over 2463580.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05483, over 7815.82 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2923, pruned_loss=0.06273, over 2473833.43 frames. utt_duration=596.4 frames, utt_pad_proportion=0.0509, over 16632.31 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 05:56:30,667 INFO [train.py:927] (2/8) Epoch 10, batch 12650, giga_loss[loss=0.2219, simple_loss=0.3012, pruned_loss=0.07132, over 12184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03337, over 39.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2936, pruned_loss=0.06257, over 2473698.62 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06098, over 17294.15 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2939, pruned_loss=0.05889, over 2463580.28 frames. utt_duration=1266 frames, utt_pad_proportion=0.05335, over 7794.58 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2927, pruned_loss=0.06231, over 2474353.95 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05998, over 18170.29 utterances.], batch size: 39, lr: 3.66e-04
2022-08-26 05:58:11,034 INFO [train.py:927] (2/8) Epoch 10, batch 12700, giga_loss[loss=0.175, simple_loss=0.2637, pruned_loss=0.04317, over 12322.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.0515, over 26.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2927, pruned_loss=0.06205, over 2473086.88 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05827, over 17297.90 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05901, over 2463387.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05315, over 7783.20 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2922, pruned_loss=0.06181, over 2474061.56 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05773, over 18266.88 utterances.], batch size: 26, lr: 3.66e-04
2022-08-26 05:59:59,072 INFO [train.py:927] (2/8) Epoch 10, batch 12750, giga_loss[loss=0.2289, simple_loss=0.3197, pruned_loss=0.06904, over 12432.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.03102, over 122.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2938, pruned_loss=0.06286, over 2473218.61 frames. utt_duration=578.4 frames, utt_pad_proportion=0.0553, over 17147.01 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2934, pruned_loss=0.05909, over 2463574.01 frames. utt_duration=1272 frames, utt_pad_proportion=0.05238, over 7758.70 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2936, pruned_loss=0.06266, over 2473984.27 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05534, over 18117.01 utterances.], batch size: 122, lr: 3.66e-04
2022-08-26 06:01:36,463 INFO [train.py:927] (2/8) Epoch 10, batch 12800, giga_loss[loss=0.2104, simple_loss=0.2947, pruned_loss=0.0631, over 12467.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0311, over 37.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2968, pruned_loss=0.06462, over 2472622.45 frames. utt_duration=585 frames, utt_pad_proportion=0.054, over 16948.51 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2935, pruned_loss=0.0595, over 2463765.31 frames. utt_duration=1275 frames, utt_pad_proportion=0.05115, over 7737.35 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2965, pruned_loss=0.06423, over 2473340.99 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05462, over 18045.23 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 06:03:18,786 INFO [train.py:927] (2/8) Epoch 10, batch 12850, libri_loss[loss=0.2352, simple_loss=0.3148, pruned_loss=0.07777, over 12475.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007333, over 37.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2966, pruned_loss=0.06439, over 2472052.63 frames. utt_duration=615.2 frames, utt_pad_proportion=0.05165, over 16112.26 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2937, pruned_loss=0.05984, over 2463725.10 frames. utt_duration=1276 frames, utt_pad_proportion=0.05092, over 7733.87 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2964, pruned_loss=0.06392, over 2472898.89 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05246, over 17241.48 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 06:04:57,732 INFO [train.py:927] (2/8) Epoch 10, batch 12900, giga_loss[loss=0.2176, simple_loss=0.3053, pruned_loss=0.0649, over 12415.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02199, over 66.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2973, pruned_loss=0.06488, over 2472047.90 frames. utt_duration=601.8 frames, utt_pad_proportion=0.05479, over 16471.06 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2934, pruned_loss=0.05986, over 2463272.06 frames. utt_duration=1281 frames, utt_pad_proportion=0.05031, over 7701.49 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2974, pruned_loss=0.06457, over 2473261.97 frames. utt_duration=565.4 frames, utt_pad_proportion=0.0555, over 17543.93 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 06:06:38,147 INFO [train.py:927] (2/8) Epoch 10, batch 12950, giga_loss[loss=0.2001, simple_loss=0.2767, pruned_loss=0.06174, over 12456.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03433, over 37.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2962, pruned_loss=0.06464, over 2472451.00 frames. utt_duration=599 frames, utt_pad_proportion=0.05474, over 16552.19 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.294, pruned_loss=0.06031, over 2463476.65 frames. utt_duration=1282 frames, utt_pad_proportion=0.04933, over 7693.06 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2959, pruned_loss=0.06411, over 2473418.42 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05573, over 17610.57 utterances.], batch size: 37, lr: 3.66e-04
2022-08-26 06:08:19,423 INFO [train.py:927] (2/8) Epoch 10, batch 13000, giga_loss[loss=0.1953, simple_loss=0.2916, pruned_loss=0.0495, over 12385.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02728, over 70.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2941, pruned_loss=0.06393, over 2472597.66 frames. utt_duration=590.7 frames, utt_pad_proportion=0.05598, over 16786.20 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2937, pruned_loss=0.06028, over 2463236.02 frames. utt_duration=1286 frames, utt_pad_proportion=0.04883, over 7669.79 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2941, pruned_loss=0.06359, over 2473708.06 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05694, over 17772.03 utterances.], batch size: 70, lr: 3.66e-04
2022-08-26 06:09:58,884 INFO [train.py:927] (2/8) Epoch 10, batch 13050, giga_loss[loss=0.2298, simple_loss=0.3053, pruned_loss=0.07722, over 12347.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1777, over 357.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2949, pruned_loss=0.06291, over 2472951.14 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06094, over 17451.23 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2939, pruned_loss=0.06056, over 2463367.55 frames. utt_duration=1290 frames, utt_pad_proportion=0.04811, over 7648.59 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2946, pruned_loss=0.06244, over 2473900.43 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06176, over 18416.25 utterances.], batch size: 357, lr: 3.66e-04
2022-08-26 06:11:36,395 INFO [train.py:927] (2/8) Epoch 10, batch 13100, libri_loss[loss=0.2459, simple_loss=0.3442, pruned_loss=0.07384, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008035, over 37.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06332, over 2473288.57 frames. utt_duration=572 frames, utt_pad_proportion=0.05943, over 17340.27 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2945, pruned_loss=0.06077, over 2463427.41 frames. utt_duration=1294 frames, utt_pad_proportion=0.04727, over 7625.67 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2944, pruned_loss=0.0628, over 2474196.78 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06056, over 18353.70 utterances.], batch size: 37, lr: 3.65e-04
2022-08-26 06:13:16,000 INFO [train.py:927] (2/8) Epoch 10, batch 13150, giga_loss[loss=0.1882, simple_loss=0.2676, pruned_loss=0.0544, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.04044, over 28.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2947, pruned_loss=0.06452, over 2473201.29 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06132, over 17843.99 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2948, pruned_loss=0.06132, over 2463328.48 frames. utt_duration=1297 frames, utt_pad_proportion=0.04608, over 7603.06 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2939, pruned_loss=0.0637, over 2474312.63 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06266, over 18982.31 utterances.], batch size: 28, lr: 3.65e-04
2022-08-26 06:14:57,010 INFO [train.py:927] (2/8) Epoch 10, batch 13200, libri_loss[loss=0.2797, simple_loss=0.3462, pruned_loss=0.1066, over 12403.00 frames. utt_duration=425.6 frames, utt_pad_proportion=0.3287, over 117.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2929, pruned_loss=0.06439, over 2473444.82 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06038, over 17517.70 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2947, pruned_loss=0.06162, over 2463694.46 frames. utt_duration=1288 frames, utt_pad_proportion=0.04934, over 7662.09 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2922, pruned_loss=0.06356, over 2474444.14 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06045, over 18831.19 utterances.], batch size: 117, lr: 3.65e-04
2022-08-26 06:16:36,884 INFO [train.py:927] (2/8) Epoch 10, batch 13250, giga_loss[loss=0.1597, simple_loss=0.2509, pruned_loss=0.03422, over 12327.00 frames. utt_duration=705.7 frames, utt_pad_proportion=0.0319, over 70.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2894, pruned_loss=0.06303, over 2474123.05 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06279, over 17795.88 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2949, pruned_loss=0.06178, over 2463751.38 frames. utt_duration=1290 frames, utt_pad_proportion=0.04864, over 7645.99 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2887, pruned_loss=0.06226, over 2475062.02 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06303, over 19039.56 utterances.], batch size: 70, lr: 3.65e-04
2022-08-26 06:18:16,852 INFO [train.py:927] (2/8) Epoch 10, batch 13300, giga_loss[loss=0.216, simple_loss=0.2953, pruned_loss=0.06835, over 12337.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02887, over 48.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2873, pruned_loss=0.0623, over 2474083.52 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06373, over 18219.83 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2953, pruned_loss=0.06213, over 2463859.28 frames. utt_duration=1278 frames, utt_pad_proportion=0.05272, over 7722.14 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2863, pruned_loss=0.06141, over 2474821.69 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06262, over 19221.52 utterances.], batch size: 48, lr: 3.65e-04
2022-08-26 06:19:56,794 INFO [train.py:927] (2/8) Epoch 10, batch 13350, giga_loss[loss=0.215, simple_loss=0.3022, pruned_loss=0.06387, over 12428.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04202, over 146.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2882, pruned_loss=0.06238, over 2474778.46 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06149, over 17772.56 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2954, pruned_loss=0.06241, over 2463912.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.05212, over 7709.33 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2872, pruned_loss=0.06145, over 2475440.23 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06096, over 18706.04 utterances.], batch size: 146, lr: 3.65e-04
2022-08-26 06:21:38,864 INFO [train.py:927] (2/8) Epoch 10, batch 13400, giga_loss[loss=0.2277, simple_loss=0.313, pruned_loss=0.07122, over 12371.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.0422, over 133.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2913, pruned_loss=0.06327, over 2474969.23 frames. utt_duration=550.8 frames, utt_pad_proportion=0.0625, over 18021.42 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2958, pruned_loss=0.0628, over 2464062.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.05181, over 7718.50 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2901, pruned_loss=0.06218, over 2475606.21 frames. utt_duration=523 frames, utt_pad_proportion=0.06227, over 18988.69 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:23:20,326 INFO [train.py:927] (2/8) Epoch 10, batch 13450, giga_loss[loss=0.4312, simple_loss=0.4461, pruned_loss=0.2081, over 12372.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09423, over 255.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2955, pruned_loss=0.06616, over 2474326.44 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06899, over 18982.20 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2958, pruned_loss=0.06306, over 2463803.65 frames. utt_duration=1282 frames, utt_pad_proportion=0.05101, over 7699.30 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2945, pruned_loss=0.06509, over 2475229.54 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06886, over 19948.83 utterances.], batch size: 255, lr: 3.65e-04
2022-08-26 06:25:04,709 INFO [train.py:927] (2/8) Epoch 10, batch 13500, giga_loss[loss=0.2643, simple_loss=0.3387, pruned_loss=0.09497, over 12348.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03236, over 85.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3018, pruned_loss=0.07081, over 2473670.96 frames. utt_duration=510.9 frames, utt_pad_proportion=0.0733, over 19421.82 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2961, pruned_loss=0.06355, over 2463546.08 frames. utt_duration=1261 frames, utt_pad_proportion=0.05824, over 7823.85 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3008, pruned_loss=0.06969, over 2474977.46 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07092, over 20461.28 utterances.], batch size: 85, lr: 3.65e-04
2022-08-26 06:26:48,291 INFO [train.py:927] (2/8) Epoch 10, batch 13550, giga_loss[loss=0.3649, simple_loss=0.3925, pruned_loss=0.1686, over 12368.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3081, pruned_loss=0.07471, over 2473487.44 frames. utt_duration=520.3 frames, utt_pad_proportion=0.068, over 19071.42 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2958, pruned_loss=0.06361, over 2463301.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.05833, over 7815.55 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3077, pruned_loss=0.07392, over 2474948.10 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06642, over 20145.36 utterances.], batch size: 259, lr: 3.65e-04
2022-08-26 06:28:30,772 INFO [train.py:927] (2/8) Epoch 10, batch 13600, giga_loss[loss=0.2961, simple_loss=0.3793, pruned_loss=0.1064, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03118, over 58.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.313, pruned_loss=0.0781, over 2473342.89 frames. utt_duration=524.3 frames, utt_pad_proportion=0.07001, over 18922.91 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.06378, over 2463340.57 frames. utt_duration=1261 frames, utt_pad_proportion=0.05764, over 7821.51 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3131, pruned_loss=0.0778, over 2474865.03 frames. utt_duration=491.6 frames, utt_pad_proportion=0.0691, over 20199.99 utterances.], batch size: 58, lr: 3.65e-04
2022-08-26 06:30:13,459 INFO [train.py:927] (2/8) Epoch 10, batch 13650, libri_loss[loss=0.1788, simple_loss=0.2505, pruned_loss=0.05355, over 12229.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008606, over 29.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3172, pruned_loss=0.08237, over 2472870.12 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07415, over 19932.50 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2955, pruned_loss=0.06378, over 2462919.96 frames. utt_duration=1266 frames, utt_pad_proportion=0.05649, over 7791.78 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3184, pruned_loss=0.08267, over 2474820.91 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07374, over 21366.12 utterances.], batch size: 29, lr: 3.65e-04
2022-08-26 06:32:02,506 INFO [train.py:927] (2/8) Epoch 10, batch 13700, giga_loss[loss=0.2818, simple_loss=0.3538, pruned_loss=0.1049, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.036, over 86.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3237, pruned_loss=0.08803, over 2473420.71 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0745, over 21272.39 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2957, pruned_loss=0.06404, over 2462946.57 frames. utt_duration=1269 frames, utt_pad_proportion=0.05563, over 7774.04 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.325, pruned_loss=0.08843, over 2475121.92 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07458, over 22666.79 utterances.], batch size: 86, lr: 3.65e-04
2022-08-26 06:33:50,106 INFO [train.py:927] (2/8) Epoch 10, batch 13750, libri_loss[loss=0.2274, simple_loss=0.3122, pruned_loss=0.0713, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006676, over 36.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3269, pruned_loss=0.09017, over 2473972.82 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07452, over 21095.92 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.06424, over 2463432.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05462, over 7760.44 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3283, pruned_loss=0.09118, over 2475218.13 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07516, over 22693.71 utterances.], batch size: 36, lr: 3.65e-04
2022-08-26 06:35:35,242 INFO [train.py:927] (2/8) Epoch 10, batch 13800, giga_loss[loss=0.2539, simple_loss=0.3212, pruned_loss=0.09331, over 12446.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03612, over 86.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3289, pruned_loss=0.09143, over 2473936.96 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07356, over 20757.57 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2975, pruned_loss=0.06457, over 2463519.50 frames. utt_duration=1272 frames, utt_pad_proportion=0.05379, over 7756.25 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3295, pruned_loss=0.09242, over 2475051.71 frames. utt_duration=446 frames, utt_pad_proportion=0.07454, over 22271.98 utterances.], batch size: 86, lr: 3.65e-04
2022-08-26 06:37:18,609 INFO [train.py:927] (2/8) Epoch 10, batch 13850, giga_loss[loss=0.2109, simple_loss=0.2958, pruned_loss=0.06295, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03573, over 28.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3288, pruned_loss=0.09097, over 2474364.08 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07427, over 20805.27 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2971, pruned_loss=0.06447, over 2463671.37 frames. utt_duration=1277 frames, utt_pad_proportion=0.05305, over 7725.35 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3302, pruned_loss=0.09232, over 2475296.65 frames. utt_duration=446 frames, utt_pad_proportion=0.07537, over 22272.44 utterances.], batch size: 28, lr: 3.65e-04
2022-08-26 06:39:05,465 INFO [train.py:927] (2/8) Epoch 10, batch 13900, giga_loss[loss=0.2626, simple_loss=0.3284, pruned_loss=0.0984, over 12413.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07613, over 213.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3295, pruned_loss=0.09153, over 2473888.25 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07391, over 21510.13 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2976, pruned_loss=0.06519, over 2463932.44 frames. utt_duration=1271 frames, utt_pad_proportion=0.05259, over 7766.22 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3317, pruned_loss=0.09318, over 2474885.58 frames. utt_duration=427 frames, utt_pad_proportion=0.07527, over 23262.16 utterances.], batch size: 213, lr: 3.65e-04
2022-08-26 06:40:53,173 INFO [train.py:927] (2/8) Epoch 10, batch 13950, giga_loss[loss=0.2576, simple_loss=0.3356, pruned_loss=0.08981, over 12148.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03342, over 36.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3284, pruned_loss=0.08952, over 2473422.54 frames. utt_duration=444 frames, utt_pad_proportion=0.07761, over 22356.28 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.298, pruned_loss=0.06548, over 2464130.78 frames. utt_duration=1269 frames, utt_pad_proportion=0.05227, over 7773.52 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.33, pruned_loss=0.09079, over 2474114.58 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07857, over 23848.01 utterances.], batch size: 36, lr: 3.65e-04
2022-08-26 06:42:38,948 INFO [train.py:927] (2/8) Epoch 10, batch 14000, giga_loss[loss=0.2172, simple_loss=0.2967, pruned_loss=0.06886, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03659, over 37.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3258, pruned_loss=0.08792, over 2474366.04 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07817, over 22396.26 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.06564, over 2464103.58 frames. utt_duration=1271 frames, utt_pad_proportion=0.05166, over 7766.98 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3273, pruned_loss=0.08908, over 2475054.12 frames. utt_duration=418.2 frames, utt_pad_proportion=0.07915, over 23758.52 utterances.], batch size: 37, lr: 3.65e-04
2022-08-26 06:44:21,954 INFO [train.py:927] (2/8) Epoch 10, batch 14050, giga_loss[loss=0.2204, simple_loss=0.3037, pruned_loss=0.06858, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03095, over 80.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3238, pruned_loss=0.08671, over 2474415.86 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07676, over 22002.17 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2983, pruned_loss=0.06569, over 2464156.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.0513, over 7764.29 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3252, pruned_loss=0.08778, over 2475007.73 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07781, over 23214.29 utterances.], batch size: 80, lr: 3.65e-04
2022-08-26 06:46:16,928 INFO [train.py:927] (2/8) Epoch 10, batch 14100, giga_loss[loss=0.2603, simple_loss=0.3485, pruned_loss=0.08605, over 12430.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05655, over 182.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3238, pruned_loss=0.08602, over 2475477.61 frames. utt_duration=445.5 frames, utt_pad_proportion=0.073, over 22300.55 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2982, pruned_loss=0.06571, over 2464239.45 frames. utt_duration=1271 frames, utt_pad_proportion=0.05097, over 7762.68 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3251, pruned_loss=0.08703, over 2475961.94 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07413, over 23379.74 utterances.], batch size: 182, lr: 3.65e-04
2022-08-26 06:48:04,167 INFO [train.py:927] (2/8) Epoch 10, batch 14150, libri_loss[loss=0.2171, simple_loss=0.3077, pruned_loss=0.06327, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02373, over 43.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3228, pruned_loss=0.08393, over 2475433.87 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07844, over 22021.43 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2983, pruned_loss=0.06581, over 2464760.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05036, over 7769.47 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3244, pruned_loss=0.08507, over 2475578.88 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07959, over 23220.71 utterances.], batch size: 43, lr: 3.65e-04
2022-08-26 06:49:49,494 INFO [train.py:927] (2/8) Epoch 10, batch 14200, giga_loss[loss=0.2476, simple_loss=0.3249, pruned_loss=0.08512, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03716, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3222, pruned_loss=0.08371, over 2474797.44 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07708, over 21845.62 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2983, pruned_loss=0.06598, over 2464574.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05028, over 7773.92 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.324, pruned_loss=0.08489, over 2475301.94 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07832, over 23121.78 utterances.], batch size: 113, lr: 3.65e-04
2022-08-26 06:51:37,569 INFO [train.py:927] (2/8) Epoch 10, batch 14250, giga_loss[loss=0.2014, simple_loss=0.2872, pruned_loss=0.05785, over 12395.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02923, over 97.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.32, pruned_loss=0.0831, over 2475367.77 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07799, over 21588.62 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06599, over 2464922.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.04978, over 7748.45 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.322, pruned_loss=0.08426, over 2475589.15 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07919, over 22807.41 utterances.], batch size: 97, lr: 3.65e-04
2022-08-26 06:53:25,082 INFO [train.py:927] (2/8) Epoch 10, batch 14300, giga_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08035, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05083, over 162.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3182, pruned_loss=0.08115, over 2475420.01 frames. utt_duration=498 frames, utt_pad_proportion=0.07183, over 19939.97 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.298, pruned_loss=0.06604, over 2465428.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.04864, over 7724.15 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3204, pruned_loss=0.08248, over 2475410.41 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07379, over 21299.36 utterances.], batch size: 162, lr: 3.65e-04
2022-08-26 06:55:08,467 INFO [train.py:927] (2/8) Epoch 10, batch 14350, giga_loss[loss=0.2854, simple_loss=0.3408, pruned_loss=0.115, over 12339.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2068, over 370.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.318, pruned_loss=0.08035, over 2475224.33 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07112, over 19995.02 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2977, pruned_loss=0.066, over 2465257.51 frames. utt_duration=1282 frames, utt_pad_proportion=0.04795, over 7698.89 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3203, pruned_loss=0.0817, over 2475536.35 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07303, over 21298.14 utterances.], batch size: 370, lr: 3.65e-04
2022-08-26 06:56:54,213 INFO [train.py:927] (2/8) Epoch 10, batch 14400, giga_loss[loss=0.2797, simple_loss=0.3468, pruned_loss=0.1063, over 12415.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07285, over 213.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07952, over 2475733.91 frames. utt_duration=494.7 frames, utt_pad_proportion=0.0734, over 20076.09 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2976, pruned_loss=0.06611, over 2465655.46 frames. utt_duration=1285 frames, utt_pad_proportion=0.04733, over 7683.11 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3179, pruned_loss=0.08073, over 2475807.05 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07509, over 21335.29 utterances.], batch size: 213, lr: 3.65e-04
2022-08-26 06:58:38,950 INFO [train.py:927] (2/8) Epoch 10, batch 14450, giga_loss[loss=0.2445, simple_loss=0.3139, pruned_loss=0.0875, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02572, over 45.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3148, pruned_loss=0.0799, over 2475596.42 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07167, over 20155.60 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2975, pruned_loss=0.06616, over 2465720.67 frames. utt_duration=1287 frames, utt_pad_proportion=0.04666, over 7669.64 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.317, pruned_loss=0.08106, over 2475778.82 frames. utt_duration=464.3 frames, utt_pad_proportion=0.0735, over 21397.05 utterances.], batch size: 45, lr: 3.64e-04
2022-08-26 07:00:22,233 INFO [train.py:927] (2/8) Epoch 10, batch 14500, giga_loss[loss=0.2572, simple_loss=0.3276, pruned_loss=0.09347, over 12353.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03266, over 58.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3128, pruned_loss=0.07933, over 2475162.55 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07242, over 19462.79 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2975, pruned_loss=0.0665, over 2465739.51 frames. utt_duration=1280 frames, utt_pad_proportion=0.05057, over 7716.88 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.315, pruned_loss=0.08027, over 2475520.10 frames. utt_duration=480 frames, utt_pad_proportion=0.07289, over 20689.62 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:02:04,847 INFO [train.py:927] (2/8) Epoch 10, batch 14550, giga_loss[loss=0.2127, simple_loss=0.2958, pruned_loss=0.06483, over 12475.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04492, over 34.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.07927, over 2474462.05 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07325, over 19762.96 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2969, pruned_loss=0.06627, over 2465365.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.0498, over 7679.31 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.08049, over 2475271.17 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07397, over 21033.08 utterances.], batch size: 34, lr: 3.64e-04
2022-08-26 07:03:46,297 INFO [train.py:927] (2/8) Epoch 10, batch 14600, giga_loss[loss=0.1964, simple_loss=0.2854, pruned_loss=0.05371, over 12417.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04276, over 26.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3115, pruned_loss=0.0776, over 2474632.11 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07009, over 19192.20 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2968, pruned_loss=0.06631, over 2465381.89 frames. utt_duration=1289 frames, utt_pad_proportion=0.0488, over 7661.08 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3142, pruned_loss=0.07888, over 2475528.86 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07142, over 20539.37 utterances.], batch size: 26, lr: 3.64e-04
2022-08-26 07:05:30,610 INFO [train.py:927] (2/8) Epoch 10, batch 14650, libri_loss[loss=0.2222, simple_loss=0.3006, pruned_loss=0.07193, over 12132.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005202, over 32.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3123, pruned_loss=0.07812, over 2474197.51 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0691, over 19286.78 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.297, pruned_loss=0.06669, over 2465266.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.05271, over 7733.26 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3146, pruned_loss=0.07913, over 2475293.72 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06921, over 20629.35 utterances.], batch size: 32, lr: 3.64e-04
2022-08-26 07:07:14,329 INFO [train.py:927] (2/8) Epoch 10, batch 14700, giga_loss[loss=0.2789, simple_loss=0.3383, pruned_loss=0.1098, over 12366.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06119, over 182.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08113, over 2474549.35 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07372, over 19945.73 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2971, pruned_loss=0.06689, over 2465200.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.05129, over 7710.93 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3175, pruned_loss=0.08216, over 2475790.75 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07418, over 21412.00 utterances.], batch size: 182, lr: 3.64e-04
2022-08-26 07:09:03,714 INFO [train.py:927] (2/8) Epoch 10, batch 14750, giga_loss[loss=0.2493, simple_loss=0.3299, pruned_loss=0.08428, over 12375.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03094, over 58.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3177, pruned_loss=0.0838, over 2475033.26 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07672, over 20838.17 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2977, pruned_loss=0.06744, over 2465390.60 frames. utt_duration=1266 frames, utt_pad_proportion=0.05599, over 7797.84 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3193, pruned_loss=0.08433, over 2475972.76 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07564, over 22086.41 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:10:46,844 INFO [train.py:927] (2/8) Epoch 10, batch 14800, giga_loss[loss=0.2865, simple_loss=0.3519, pruned_loss=0.1106, over 12337.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1805, over 358.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3159, pruned_loss=0.08291, over 2473828.44 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07729, over 20504.58 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2974, pruned_loss=0.0675, over 2464951.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05476, over 7763.34 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3178, pruned_loss=0.08369, over 2475228.16 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07687, over 21861.97 utterances.], batch size: 358, lr: 3.64e-04
2022-08-26 07:12:29,700 INFO [train.py:927] (2/8) Epoch 10, batch 14850, giga_loss[loss=0.2214, simple_loss=0.3111, pruned_loss=0.06582, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3146, pruned_loss=0.08079, over 2474123.98 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07363, over 20366.92 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2974, pruned_loss=0.06753, over 2464768.49 frames. utt_duration=1275 frames, utt_pad_proportion=0.05393, over 7742.25 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3165, pruned_loss=0.08164, over 2475583.58 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07389, over 21696.98 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:14:15,240 INFO [train.py:927] (2/8) Epoch 10, batch 14900, giga_loss[loss=0.2367, simple_loss=0.3161, pruned_loss=0.07868, over 12361.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0297, over 58.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.313, pruned_loss=0.08035, over 2474407.00 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07349, over 20032.15 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2976, pruned_loss=0.0678, over 2464876.97 frames. utt_duration=1278 frames, utt_pad_proportion=0.05334, over 7725.22 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3146, pruned_loss=0.08096, over 2475576.41 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07395, over 21256.71 utterances.], batch size: 58, lr: 3.64e-04
2022-08-26 07:15:58,106 INFO [train.py:927] (2/8) Epoch 10, batch 14950, giga_loss[loss=0.2115, simple_loss=0.3029, pruned_loss=0.06006, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03024, over 55.00 utterances.], tot_loss[loss=0.238, simple_loss=0.314, pruned_loss=0.08105, over 2474841.51 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07072, over 19834.45 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2975, pruned_loss=0.06789, over 2465132.61 frames. utt_duration=1280 frames, utt_pad_proportion=0.05237, over 7713.68 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3157, pruned_loss=0.08178, over 2475798.59 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07175, over 21145.46 utterances.], batch size: 55, lr: 3.64e-04
2022-08-26 07:17:44,769 INFO [train.py:927] (2/8) Epoch 10, batch 15000, giga_loss[loss=0.2305, simple_loss=0.3149, pruned_loss=0.07305, over 12371.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06101, over 182.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.317, pruned_loss=0.08035, over 2474722.90 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06735, over 19860.22 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2972, pruned_loss=0.06781, over 2465166.68 frames. utt_duration=1283 frames, utt_pad_proportion=0.05202, over 7696.59 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3188, pruned_loss=0.08112, over 2475538.59 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0685, over 21023.96 utterances.], batch size: 182, lr: 3.64e-04
2022-08-26 07:17:44,770 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 07:17:58,840 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1773, simple_loss=0.288, pruned_loss=0.03327, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 07:19:41,503 INFO [train.py:927] (2/8) Epoch 10, batch 15050, giga_loss[loss=0.2813, simple_loss=0.339, pruned_loss=0.1118, over 12370.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 372.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3186, pruned_loss=0.0817, over 2474434.61 frames. utt_duration=476 frames, utt_pad_proportion=0.07486, over 20856.78 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.297, pruned_loss=0.06777, over 2464916.23 frames. utt_duration=1283 frames, utt_pad_proportion=0.05176, over 7692.14 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.08252, over 2475429.09 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07554, over 21950.47 utterances.], batch size: 372, lr: 3.64e-04
2022-08-26 07:21:26,132 INFO [train.py:927] (2/8) Epoch 10, batch 15100, giga_loss[loss=0.2581, simple_loss=0.3302, pruned_loss=0.09299, over 12446.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03467, over 98.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3194, pruned_loss=0.0831, over 2474479.60 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07265, over 20649.89 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2976, pruned_loss=0.06838, over 2464839.48 frames. utt_duration=1286 frames, utt_pad_proportion=0.05016, over 7673.84 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3215, pruned_loss=0.08388, over 2475767.66 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07418, over 22159.92 utterances.], batch size: 98, lr: 3.64e-04
2022-08-26 07:23:13,050 INFO [train.py:927] (2/8) Epoch 10, batch 15150, giga_loss[loss=0.2337, simple_loss=0.3157, pruned_loss=0.07581, over 12351.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04205, over 113.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3175, pruned_loss=0.08272, over 2473945.93 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07767, over 20571.21 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2975, pruned_loss=0.06844, over 2464714.23 frames. utt_duration=1288 frames, utt_pad_proportion=0.04945, over 7660.45 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3195, pruned_loss=0.08354, over 2475230.15 frames. utt_duration=451.5 frames, utt_pad_proportion=0.07892, over 22001.75 utterances.], batch size: 113, lr: 3.64e-04
2022-08-26 07:24:55,024 INFO [train.py:927] (2/8) Epoch 10, batch 15200, giga_loss[loss=0.2191, simple_loss=0.3002, pruned_loss=0.06904, over 12173.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04013, over 28.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3171, pruned_loss=0.08362, over 2473479.65 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07656, over 21064.96 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2973, pruned_loss=0.06836, over 2464797.65 frames. utt_duration=1290 frames, utt_pad_proportion=0.04929, over 7652.14 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.319, pruned_loss=0.08437, over 2474455.13 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07765, over 22241.12 utterances.], batch size: 28, lr: 3.64e-04
2022-08-26 07:26:40,229 INFO [train.py:927] (2/8) Epoch 10, batch 15250, giga_loss[loss=0.2085, simple_loss=0.283, pruned_loss=0.067, over 12482.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04503, over 34.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3166, pruned_loss=0.08365, over 2474231.72 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07393, over 20686.45 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2978, pruned_loss=0.06859, over 2464933.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.04847, over 7656.32 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3182, pruned_loss=0.08447, over 2475152.22 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07547, over 21989.85 utterances.], batch size: 34, lr: 3.64e-04
2022-08-26 07:28:25,231 INFO [train.py:927] (2/8) Epoch 10, batch 15300, giga_loss[loss=0.2073, simple_loss=0.2948, pruned_loss=0.05984, over 12360.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03287, over 51.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3151, pruned_loss=0.08295, over 2473500.88 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07867, over 21128.80 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2977, pruned_loss=0.06882, over 2465182.41 frames. utt_duration=1292 frames, utt_pad_proportion=0.0478, over 7639.41 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3167, pruned_loss=0.08365, over 2474180.07 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07991, over 22390.12 utterances.], batch size: 51, lr: 3.64e-04
2022-08-26 07:30:08,955 INFO [train.py:927] (2/8) Epoch 10, batch 15350, libri_loss[loss=0.2473, simple_loss=0.3296, pruned_loss=0.08253, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006656, over 36.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.316, pruned_loss=0.08247, over 2474500.47 frames. utt_duration=493 frames, utt_pad_proportion=0.0715, over 20138.72 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2983, pruned_loss=0.06928, over 2465678.59 frames. utt_duration=1289 frames, utt_pad_proportion=0.04782, over 7658.06 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3172, pruned_loss=0.08293, over 2474787.94 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07314, over 21428.54 utterances.], batch size: 36, lr: 3.64e-04
2022-08-26 07:31:55,309 INFO [train.py:927] (2/8) Epoch 10, batch 15400, giga_loss[loss=0.2728, simple_loss=0.3251, pruned_loss=0.1102, over 12359.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3161, pruned_loss=0.08102, over 2474200.96 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07349, over 20480.82 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2983, pruned_loss=0.06928, over 2465678.59 frames. utt_duration=1289 frames, utt_pad_proportion=0.04782, over 7658.06 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.08139, over 2474424.70 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07467, over 21484.71 utterances.], batch size: 370, lr: 3.64e-04
2022-08-26 07:33:41,078 INFO [train.py:927] (2/8) Epoch 10, batch 15450, giga_loss[loss=0.21, simple_loss=0.2977, pruned_loss=0.06119, over 12468.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03673, over 37.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3187, pruned_loss=0.08074, over 2474362.63 frames. utt_duration=490.3 frames, utt_pad_proportion=0.0708, over 20245.92 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2986, pruned_loss=0.06946, over 2465591.19 frames. utt_duration=1290 frames, utt_pad_proportion=0.04763, over 7653.77 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3193, pruned_loss=0.08093, over 2474640.32 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07194, over 21086.71 utterances.], batch size: 37, lr: 3.64e-04
2022-08-26 07:35:23,617 INFO [train.py:927] (2/8) Epoch 10, batch 15500, giga_loss[loss=0.222, simple_loss=0.3098, pruned_loss=0.06704, over 12450.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.245, simple_loss=0.322, pruned_loss=0.08403, over 2474776.45 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07143, over 20418.05 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2986, pruned_loss=0.06956, over 2465899.78 frames. utt_duration=1296 frames, utt_pad_proportion=0.04628, over 7619.32 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3232, pruned_loss=0.08455, over 2475042.21 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07297, over 21578.16 utterances.], batch size: 75, lr: 3.64e-04
2022-08-26 07:37:07,808 INFO [train.py:927] (2/8) Epoch 10, batch 15550, giga_loss[loss=0.2288, simple_loss=0.3089, pruned_loss=0.07438, over 12412.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05537, over 162.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3234, pruned_loss=0.08571, over 2475090.14 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07557, over 21092.42 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2982, pruned_loss=0.06939, over 2465969.08 frames. utt_duration=1298 frames, utt_pad_proportion=0.04587, over 7606.04 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.325, pruned_loss=0.08647, over 2475356.13 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0768, over 22192.73 utterances.], batch size: 162, lr: 3.64e-04
2022-08-26 07:38:49,738 INFO [train.py:927] (2/8) Epoch 10, batch 15600, giga_loss[loss=0.2806, simple_loss=0.3368, pruned_loss=0.1122, over 12345.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2002, over 367.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.322, pruned_loss=0.08331, over 2474958.59 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07383, over 20556.36 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2982, pruned_loss=0.06952, over 2466139.45 frames. utt_duration=1299 frames, utt_pad_proportion=0.04591, over 7600.43 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.324, pruned_loss=0.08421, over 2475264.20 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07512, over 21790.27 utterances.], batch size: 367, lr: 3.64e-04
2022-08-26 07:40:33,252 INFO [train.py:927] (2/8) Epoch 10, batch 15650, giga_loss[loss=0.2351, simple_loss=0.322, pruned_loss=0.07414, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3225, pruned_loss=0.08343, over 2475364.09 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07414, over 20637.86 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2984, pruned_loss=0.0697, over 2466423.88 frames. utt_duration=1296 frames, utt_pad_proportion=0.04604, over 7620.31 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3244, pruned_loss=0.08425, over 2475511.96 frames. utt_duration=455 frames, utt_pad_proportion=0.07533, over 21831.54 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:42:18,592 INFO [train.py:927] (2/8) Epoch 10, batch 15700, libri_loss[loss=0.2531, simple_loss=0.3437, pruned_loss=0.08128, over 12442.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.00974, over 39.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.08376, over 2475235.90 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07583, over 21020.29 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2991, pruned_loss=0.06996, over 2466561.29 frames. utt_duration=1295 frames, utt_pad_proportion=0.04573, over 7629.89 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3238, pruned_loss=0.08443, over 2475380.56 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07694, over 22190.51 utterances.], batch size: 39, lr: 3.64e-04
2022-08-26 07:44:03,330 INFO [train.py:927] (2/8) Epoch 10, batch 15750, giga_loss[loss=0.2236, simple_loss=0.3023, pruned_loss=0.0725, over 12381.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02735, over 91.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3206, pruned_loss=0.08319, over 2474773.34 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07045, over 20969.09 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2994, pruned_loss=0.07017, over 2466521.53 frames. utt_duration=1296 frames, utt_pad_proportion=0.0452, over 7622.47 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3216, pruned_loss=0.08371, over 2475044.75 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07185, over 22076.96 utterances.], batch size: 91, lr: 3.64e-04
2022-08-26 07:45:46,108 INFO [train.py:927] (2/8) Epoch 10, batch 15800, giga_loss[loss=0.2613, simple_loss=0.329, pruned_loss=0.09682, over 12399.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3182, pruned_loss=0.08218, over 2474202.53 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06718, over 20068.49 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2994, pruned_loss=0.07015, over 2466688.28 frames. utt_duration=1299 frames, utt_pad_proportion=0.04436, over 7602.18 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3195, pruned_loss=0.08288, over 2474436.89 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06897, over 21256.58 utterances.], batch size: 161, lr: 3.64e-04
2022-08-26 07:47:29,542 INFO [train.py:927] (2/8) Epoch 10, batch 15850, giga_loss[loss=0.2, simple_loss=0.2772, pruned_loss=0.06137, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03711, over 37.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3164, pruned_loss=0.08104, over 2474802.66 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07615, over 21335.11 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2995, pruned_loss=0.07027, over 2466714.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.04484, over 7621.04 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3176, pruned_loss=0.08165, over 2475059.40 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07709, over 22431.73 utterances.], batch size: 37, lr: 3.63e-04
2022-08-26 07:49:10,847 INFO [train.py:927] (2/8) Epoch 10, batch 15900, giga_loss[loss=0.2674, simple_loss=0.3395, pruned_loss=0.09762, over 12421.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03453, over 113.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07939, over 2474686.76 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07023, over 20976.21 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2996, pruned_loss=0.07038, over 2467062.09 frames. utt_duration=1288 frames, utt_pad_proportion=0.04565, over 7670.38 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3161, pruned_loss=0.08003, over 2474798.24 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07134, over 22182.14 utterances.], batch size: 113, lr: 3.63e-04
2022-08-26 07:51:00,438 INFO [train.py:927] (2/8) Epoch 10, batch 15950, giga_loss[loss=0.2344, simple_loss=0.291, pruned_loss=0.08894, over 12363.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2121, over 373.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3126, pruned_loss=0.07937, over 2473673.36 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07009, over 20326.44 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2999, pruned_loss=0.07091, over 2467024.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.04977, over 7734.20 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3137, pruned_loss=0.07967, over 2474001.22 frames. utt_duration=460 frames, utt_pad_proportion=0.06998, over 21581.21 utterances.], batch size: 373, lr: 3.63e-04
2022-08-26 07:52:44,882 INFO [train.py:927] (2/8) Epoch 10, batch 16000, giga_loss[loss=0.226, simple_loss=0.3084, pruned_loss=0.0718, over 12421.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03842, over 133.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07979, over 2473916.74 frames. utt_duration=494 frames, utt_pad_proportion=0.07202, over 20091.52 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3003, pruned_loss=0.07121, over 2466885.18 frames. utt_duration=1282 frames, utt_pad_proportion=0.04862, over 7707.60 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3142, pruned_loss=0.08004, over 2474552.48 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07244, over 21579.72 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 07:54:28,147 INFO [train.py:927] (2/8) Epoch 10, batch 16050, giga_loss[loss=0.2462, simple_loss=0.326, pruned_loss=0.08317, over 12452.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03709, over 105.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08083, over 2474080.46 frames. utt_duration=476 frames, utt_pad_proportion=0.072, over 20853.12 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3001, pruned_loss=0.0711, over 2466743.15 frames. utt_duration=1285 frames, utt_pad_proportion=0.04809, over 7689.11 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3162, pruned_loss=0.08125, over 2474829.49 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07261, over 22226.47 utterances.], batch size: 105, lr: 3.63e-04
2022-08-26 07:56:13,443 INFO [train.py:927] (2/8) Epoch 10, batch 16100, giga_loss[loss=0.2778, simple_loss=0.3467, pruned_loss=0.1044, over 12372.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07475, over 212.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3147, pruned_loss=0.08068, over 2474339.59 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0695, over 20456.36 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3002, pruned_loss=0.07112, over 2466995.05 frames. utt_duration=1285 frames, utt_pad_proportion=0.0477, over 7686.23 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3157, pruned_loss=0.08107, over 2474774.34 frames. utt_duration=458.8 frames, utt_pad_proportion=0.0703, over 21647.69 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 07:57:59,386 INFO [train.py:927] (2/8) Epoch 10, batch 16150, giga_loss[loss=0.2308, simple_loss=0.3189, pruned_loss=0.07134, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.07997, over 2474530.21 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07328, over 20347.01 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2997, pruned_loss=0.07106, over 2466916.08 frames. utt_duration=1274 frames, utt_pad_proportion=0.05159, over 7754.65 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08067, over 2475173.93 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07284, over 21661.72 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 07:59:47,926 INFO [train.py:927] (2/8) Epoch 10, batch 16200, giga_loss[loss=0.2414, simple_loss=0.3192, pruned_loss=0.08178, over 12417.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3145, pruned_loss=0.08052, over 2473763.73 frames. utt_duration=493.5 frames, utt_pad_proportion=0.0745, over 20111.86 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2995, pruned_loss=0.07103, over 2466663.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05109, over 7744.32 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3163, pruned_loss=0.08125, over 2474626.00 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07437, over 21334.16 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:01:35,763 INFO [train.py:927] (2/8) Epoch 10, batch 16250, giga_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08435, over 12462.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03417, over 98.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.08106, over 2474060.90 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07219, over 20802.24 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2992, pruned_loss=0.07097, over 2466259.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.05001, over 7710.93 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3187, pruned_loss=0.08197, over 2475293.39 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07274, over 22182.37 utterances.], batch size: 98, lr: 3.63e-04
2022-08-26 08:03:23,056 INFO [train.py:927] (2/8) Epoch 10, batch 16300, giga_loss[loss=0.2665, simple_loss=0.3356, pruned_loss=0.09873, over 12439.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04117, over 146.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3158, pruned_loss=0.08087, over 2474516.14 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06974, over 20630.86 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2991, pruned_loss=0.07084, over 2466471.89 frames. utt_duration=1280 frames, utt_pad_proportion=0.05003, over 7714.87 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3177, pruned_loss=0.0818, over 2475361.03 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07038, over 21834.17 utterances.], batch size: 146, lr: 3.63e-04
2022-08-26 08:05:09,295 INFO [train.py:927] (2/8) Epoch 10, batch 16350, giga_loss[loss=0.2316, simple_loss=0.2991, pruned_loss=0.08205, over 12276.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02696, over 42.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3164, pruned_loss=0.08227, over 2474659.83 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07357, over 21418.13 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2994, pruned_loss=0.07108, over 2466620.14 frames. utt_duration=1283 frames, utt_pad_proportion=0.04927, over 7700.62 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3179, pruned_loss=0.08299, over 2475359.91 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07424, over 22631.67 utterances.], batch size: 42, lr: 3.63e-04
2022-08-26 08:06:52,688 INFO [train.py:927] (2/8) Epoch 10, batch 16400, giga_loss[loss=0.2334, simple_loss=0.314, pruned_loss=0.0764, over 12321.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.315, pruned_loss=0.08141, over 2474524.11 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06891, over 20278.04 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2991, pruned_loss=0.07085, over 2466499.88 frames. utt_duration=1287 frames, utt_pad_proportion=0.048, over 7674.54 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.0825, over 2475434.60 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07034, over 21680.87 utterances.], batch size: 58, lr: 3.63e-04
2022-08-26 08:08:36,421 INFO [train.py:927] (2/8) Epoch 10, batch 16450, giga_loss[loss=0.2633, simple_loss=0.3382, pruned_loss=0.09418, over 12395.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.0264, over 70.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3151, pruned_loss=0.08175, over 2474374.26 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06741, over 19995.16 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.299, pruned_loss=0.07086, over 2466515.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.04808, over 7685.74 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3171, pruned_loss=0.08281, over 2475235.63 frames. utt_duration=465.6 frames, utt_pad_proportion=0.0688, over 21329.57 utterances.], batch size: 70, lr: 3.63e-04
2022-08-26 08:10:20,441 INFO [train.py:927] (2/8) Epoch 10, batch 16500, giga_loss[loss=0.3275, simple_loss=0.3718, pruned_loss=0.1416, over 12359.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3161, pruned_loss=0.08267, over 2474428.76 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07205, over 20274.06 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2989, pruned_loss=0.07092, over 2466658.95 frames. utt_duration=1286 frames, utt_pad_proportion=0.04771, over 7680.92 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3181, pruned_loss=0.08368, over 2475120.12 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07318, over 21564.23 utterances.], batch size: 258, lr: 3.63e-04
2022-08-26 08:12:05,410 INFO [train.py:927] (2/8) Epoch 10, batch 16550, giga_loss[loss=0.2338, simple_loss=0.3136, pruned_loss=0.07695, over 12465.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03334, over 86.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3184, pruned_loss=0.08494, over 2474247.26 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07614, over 20556.85 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2993, pruned_loss=0.07117, over 2466546.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05185, over 7756.95 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.32, pruned_loss=0.08574, over 2475021.27 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07574, over 21739.13 utterances.], batch size: 86, lr: 3.63e-04
2022-08-26 08:13:48,529 INFO [train.py:927] (2/8) Epoch 10, batch 16600, giga_loss[loss=0.2341, simple_loss=0.3122, pruned_loss=0.07795, over 12394.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0265, over 91.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3187, pruned_loss=0.08418, over 2474382.49 frames. utt_duration=502.1 frames, utt_pad_proportion=0.0737, over 19771.05 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2993, pruned_loss=0.07118, over 2466737.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05569, over 7816.08 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3203, pruned_loss=0.08511, over 2474995.17 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07251, over 20941.31 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:15:34,909 INFO [train.py:927] (2/8) Epoch 10, batch 16650, giga_loss[loss=0.2468, simple_loss=0.3255, pruned_loss=0.084, over 12382.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02686, over 91.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3203, pruned_loss=0.0856, over 2474452.79 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07849, over 21000.68 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2997, pruned_loss=0.07149, over 2466922.64 frames. utt_duration=1254 frames, utt_pad_proportion=0.05909, over 7880.71 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3217, pruned_loss=0.08631, over 2474910.17 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07653, over 22104.30 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:17:17,741 INFO [train.py:927] (2/8) Epoch 10, batch 16700, giga_loss[loss=0.251, simple_loss=0.3304, pruned_loss=0.08582, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02896, over 62.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3207, pruned_loss=0.08585, over 2474579.05 frames. utt_duration=475 frames, utt_pad_proportion=0.07667, over 20902.85 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07148, over 2466993.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05758, over 7850.24 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3226, pruned_loss=0.08689, over 2475128.89 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07583, over 22217.07 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:19:06,426 INFO [train.py:927] (2/8) Epoch 10, batch 16750, giga_loss[loss=0.2306, simple_loss=0.3122, pruned_loss=0.0745, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3217, pruned_loss=0.08573, over 2474690.10 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07809, over 21502.45 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2998, pruned_loss=0.07158, over 2466949.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.05713, over 7841.77 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3231, pruned_loss=0.08659, over 2475234.10 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07758, over 22667.27 utterances.], batch size: 105, lr: 3.63e-04
2022-08-26 08:20:47,420 INFO [train.py:927] (2/8) Epoch 10, batch 16800, giga_loss[loss=0.2272, simple_loss=0.3107, pruned_loss=0.07186, over 12362.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04164, over 113.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3191, pruned_loss=0.08398, over 2474509.02 frames. utt_duration=479.1 frames, utt_pad_proportion=0.0742, over 20725.54 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2995, pruned_loss=0.07153, over 2466676.91 frames. utt_duration=1263 frames, utt_pad_proportion=0.05642, over 7822.66 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.321, pruned_loss=0.08502, over 2475384.39 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07436, over 21982.58 utterances.], batch size: 113, lr: 3.63e-04
2022-08-26 08:22:28,412 INFO [train.py:927] (2/8) Epoch 10, batch 16850, giga_loss[loss=0.2328, simple_loss=0.3079, pruned_loss=0.07889, over 12388.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02929, over 62.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3184, pruned_loss=0.08328, over 2474417.80 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07331, over 20048.67 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2997, pruned_loss=0.07176, over 2466482.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.05987, over 7885.31 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3204, pruned_loss=0.08426, over 2475513.86 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07269, over 21350.69 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:24:14,651 INFO [train.py:927] (2/8) Epoch 10, batch 16900, giga_loss[loss=0.2291, simple_loss=0.3106, pruned_loss=0.07385, over 12348.00 frames. utt_duration=669.1 frames, utt_pad_proportion=0.0261, over 74.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3179, pruned_loss=0.0838, over 2474858.36 frames. utt_duration=499.5 frames, utt_pad_proportion=0.0723, over 19878.96 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2993, pruned_loss=0.07163, over 2466778.32 frames. utt_duration=1257 frames, utt_pad_proportion=0.05876, over 7859.45 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3202, pruned_loss=0.08498, over 2475651.42 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07235, over 21223.46 utterances.], batch size: 74, lr: 3.63e-04
2022-08-26 08:26:00,004 INFO [train.py:927] (2/8) Epoch 10, batch 16950, giga_loss[loss=0.2431, simple_loss=0.3227, pruned_loss=0.08175, over 12439.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3194, pruned_loss=0.08508, over 2474982.44 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07265, over 20623.55 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2999, pruned_loss=0.07207, over 2466815.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.0579, over 7860.25 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3211, pruned_loss=0.08586, over 2475720.52 frames. utt_duration=453.8 frames, utt_pad_proportion=0.073, over 21895.09 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:27:41,311 INFO [train.py:927] (2/8) Epoch 10, batch 17000, giga_loss[loss=0.2931, simple_loss=0.3464, pruned_loss=0.1199, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1053, over 258.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3196, pruned_loss=0.08555, over 2474933.29 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07339, over 20287.21 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2997, pruned_loss=0.07222, over 2467239.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05678, over 7822.65 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08661, over 2475478.91 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07425, over 21884.97 utterances.], batch size: 258, lr: 3.63e-04
2022-08-26 08:29:21,889 INFO [train.py:927] (2/8) Epoch 10, batch 17050, giga_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08092, over 12374.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3205, pruned_loss=0.08536, over 2474858.05 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07313, over 20679.37 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3003, pruned_loss=0.07263, over 2466950.49 frames. utt_duration=1262 frames, utt_pad_proportion=0.05596, over 7826.89 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3223, pruned_loss=0.08614, over 2475728.78 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07419, over 22230.40 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 08:31:02,731 INFO [train.py:927] (2/8) Epoch 10, batch 17100, giga_loss[loss=0.208, simple_loss=0.2952, pruned_loss=0.06044, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3193, pruned_loss=0.08447, over 2474470.91 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07236, over 20741.62 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3003, pruned_loss=0.0726, over 2466877.20 frames. utt_duration=1264 frames, utt_pad_proportion=0.05537, over 7818.48 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3211, pruned_loss=0.08528, over 2475333.81 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07352, over 22143.62 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 08:32:45,049 INFO [train.py:927] (2/8) Epoch 10, batch 17150, libri_loss[loss=0.2633, simple_loss=0.3338, pruned_loss=0.09636, over 12389.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009264, over 38.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3181, pruned_loss=0.08422, over 2474151.99 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0773, over 21069.58 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3005, pruned_loss=0.07275, over 2466863.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.05451, over 7802.24 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08494, over 2474993.43 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07828, over 22441.35 utterances.], batch size: 38, lr: 3.63e-04
2022-08-26 08:34:28,400 INFO [train.py:927] (2/8) Epoch 10, batch 17200, giga_loss[loss=0.1995, simple_loss=0.2877, pruned_loss=0.05569, over 12386.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02449, over 66.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3145, pruned_loss=0.08232, over 2474330.23 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07139, over 20502.35 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3005, pruned_loss=0.07274, over 2466667.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05416, over 7805.19 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3159, pruned_loss=0.08303, over 2475259.04 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07272, over 21749.72 utterances.], batch size: 66, lr: 3.63e-04
2022-08-26 08:36:12,837 INFO [train.py:927] (2/8) Epoch 10, batch 17250, giga_loss[loss=0.2323, simple_loss=0.3152, pruned_loss=0.0747, over 12377.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03048, over 97.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3126, pruned_loss=0.08134, over 2474326.11 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06796, over 20309.58 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3004, pruned_loss=0.07274, over 2466478.43 frames. utt_duration=1268 frames, utt_pad_proportion=0.05377, over 7792.16 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3139, pruned_loss=0.08198, over 2475303.10 frames. utt_duration=463.8 frames, utt_pad_proportion=0.06937, over 21416.44 utterances.], batch size: 97, lr: 3.62e-04
2022-08-26 08:37:56,407 INFO [train.py:927] (2/8) Epoch 10, batch 17300, giga_loss[loss=0.2169, simple_loss=0.3016, pruned_loss=0.06613, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3121, pruned_loss=0.07833, over 2475063.75 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06601, over 21060.34 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.0726, over 2466678.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05367, over 7831.23 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3134, pruned_loss=0.07918, over 2475911.03 frames. utt_duration=446.4 frames, utt_pad_proportion=0.06731, over 22260.10 utterances.], batch size: 258, lr: 3.62e-04
2022-08-26 08:39:37,786 INFO [train.py:927] (2/8) Epoch 10, batch 17350, libri_loss[loss=0.2146, simple_loss=0.2882, pruned_loss=0.07052, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006059, over 32.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3091, pruned_loss=0.07474, over 2475426.59 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06489, over 21447.74 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2999, pruned_loss=0.07237, over 2466498.98 frames. utt_duration=1268 frames, utt_pad_proportion=0.05255, over 7790.94 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3109, pruned_loss=0.07571, over 2476493.75 frames. utt_duration=435.6 frames, utt_pad_proportion=0.06639, over 22819.65 utterances.], batch size: 32, lr: 3.62e-04
2022-08-26 08:41:21,150 INFO [train.py:927] (2/8) Epoch 10, batch 17400, giga_loss[loss=0.1969, simple_loss=0.2967, pruned_loss=0.04852, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3069, pruned_loss=0.0712, over 2475390.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.06428, over 22011.73 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2996, pruned_loss=0.07215, over 2466298.57 frames. utt_duration=1270 frames, utt_pad_proportion=0.05217, over 7778.07 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3086, pruned_loss=0.07216, over 2476458.79 frames. utt_duration=428.3 frames, utt_pad_proportion=0.0656, over 23208.95 utterances.], batch size: 62, lr: 3.62e-04
2022-08-26 08:43:07,586 INFO [train.py:927] (2/8) Epoch 10, batch 17450, giga_loss[loss=0.1991, simple_loss=0.2848, pruned_loss=0.05671, over 12385.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02979, over 58.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3071, pruned_loss=0.07016, over 2475694.40 frames. utt_duration=437.1 frames, utt_pad_proportion=0.06649, over 22731.48 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07228, over 2466431.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05229, over 7791.18 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3083, pruned_loss=0.07077, over 2476447.24 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06741, over 23728.29 utterances.], batch size: 58, lr: 3.62e-04
2022-08-26 08:44:49,905 INFO [train.py:927] (2/8) Epoch 10, batch 17500, libri_loss[loss=0.2543, simple_loss=0.3459, pruned_loss=0.08137, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006387, over 34.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3053, pruned_loss=0.06863, over 2475896.89 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06902, over 23770.12 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07244, over 2466544.53 frames. utt_duration=1268 frames, utt_pad_proportion=0.05189, over 7788.25 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3057, pruned_loss=0.06893, over 2476469.00 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06981, over 24708.71 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 08:46:34,560 INFO [train.py:927] (2/8) Epoch 10, batch 17550, giga_loss[loss=0.202, simple_loss=0.2938, pruned_loss=0.05504, over 12372.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03678, over 113.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.304, pruned_loss=0.06749, over 2476224.01 frames. utt_duration=423.9 frames, utt_pad_proportion=0.06707, over 23447.87 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07256, over 2466779.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.05117, over 7784.79 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3044, pruned_loss=0.06751, over 2476725.96 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06814, over 24646.00 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 08:48:16,843 INFO [train.py:927] (2/8) Epoch 10, batch 17600, libri_loss[loss=0.1881, simple_loss=0.2683, pruned_loss=0.05394, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005737, over 32.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3013, pruned_loss=0.06546, over 2476200.12 frames. utt_duration=428.4 frames, utt_pad_proportion=0.06598, over 23198.80 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07259, over 2466820.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05063, over 7784.11 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3017, pruned_loss=0.06536, over 2476727.31 frames. utt_duration=407 frames, utt_pad_proportion=0.06713, over 24427.96 utterances.], batch size: 32, lr: 3.62e-04
2022-08-26 08:50:01,122 INFO [train.py:927] (2/8) Epoch 10, batch 17650, libri_loss[loss=0.2375, simple_loss=0.3063, pruned_loss=0.08438, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00553, over 34.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2985, pruned_loss=0.06373, over 2476051.84 frames. utt_duration=435 frames, utt_pad_proportion=0.06396, over 22844.56 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3004, pruned_loss=0.07263, over 2466655.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.04972, over 7756.71 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2988, pruned_loss=0.0634, over 2476859.91 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06534, over 24218.55 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 08:51:48,401 INFO [train.py:927] (2/8) Epoch 10, batch 17700, giga_loss[loss=0.217, simple_loss=0.3125, pruned_loss=0.06079, over 12373.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03846, over 113.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2973, pruned_loss=0.06341, over 2475857.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06975, over 24369.35 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3002, pruned_loss=0.07243, over 2466332.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.04917, over 7743.40 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2977, pruned_loss=0.0632, over 2476899.55 frames. utt_duration=387.5 frames, utt_pad_proportion=0.07073, over 25667.31 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 08:53:43,569 INFO [train.py:927] (2/8) Epoch 10, batch 17750, giga_loss[loss=0.2124, simple_loss=0.3016, pruned_loss=0.06163, over 12425.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.03226, over 122.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2987, pruned_loss=0.06311, over 2475993.23 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06715, over 23710.58 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3002, pruned_loss=0.07241, over 2466320.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.04887, over 7747.84 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.299, pruned_loss=0.06268, over 2477173.80 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0684, over 25284.53 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 08:55:43,868 INFO [train.py:927] (2/8) Epoch 10, batch 17800, giga_loss[loss=0.1847, simple_loss=0.2789, pruned_loss=0.04525, over 12472.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02325, over 55.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2985, pruned_loss=0.06271, over 2476857.46 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06288, over 23878.71 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3003, pruned_loss=0.07242, over 2466229.14 frames. utt_duration=1267 frames, utt_pad_proportion=0.0497, over 7793.41 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2987, pruned_loss=0.06225, over 2478003.85 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06396, over 25292.24 utterances.], batch size: 55, lr: 3.62e-04
2022-08-26 08:57:49,108 INFO [train.py:927] (2/8) Epoch 10, batch 17850, giga_loss[loss=0.195, simple_loss=0.2864, pruned_loss=0.05181, over 12440.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06135, over 183.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06084, over 2477043.52 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06715, over 24299.05 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07243, over 2466454.24 frames. utt_duration=1256 frames, utt_pad_proportion=0.05381, over 7861.53 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06035, over 2477838.71 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06664, over 25488.57 utterances.], batch size: 183, lr: 3.62e-04
2022-08-26 08:59:50,651 INFO [train.py:927] (2/8) Epoch 10, batch 17900, giga_loss[loss=0.1861, simple_loss=0.2781, pruned_loss=0.04702, over 12423.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05789, over 182.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2945, pruned_loss=0.06017, over 2477003.87 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06667, over 23903.19 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.07237, over 2466247.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.05385, over 7863.00 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2942, pruned_loss=0.05957, over 2478069.40 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06636, over 25220.12 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 09:01:47,739 INFO [train.py:927] (2/8) Epoch 10, batch 17950, giga_loss[loss=0.1618, simple_loss=0.2516, pruned_loss=0.03601, over 12362.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1806, over 358.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2925, pruned_loss=0.05926, over 2476849.57 frames. utt_duration=385 frames, utt_pad_proportion=0.07433, over 25822.85 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3001, pruned_loss=0.07218, over 2465804.37 frames. utt_duration=1260 frames, utt_pad_proportion=0.05333, over 7835.18 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05879, over 2478223.87 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07396, over 27115.16 utterances.], batch size: 358, lr: 3.62e-04
2022-08-26 09:04:05,080 INFO [train.py:927] (2/8) Epoch 10, batch 18000, giga_loss[loss=0.1813, simple_loss=0.2703, pruned_loss=0.04617, over 12368.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0322, over 113.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2912, pruned_loss=0.05833, over 2476908.75 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07606, over 25834.95 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07209, over 2465970.18 frames. utt_duration=1262 frames, utt_pad_proportion=0.05273, over 7824.66 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2913, pruned_loss=0.05788, over 2478001.52 frames. utt_duration=367 frames, utt_pad_proportion=0.07592, over 27099.81 utterances.], batch size: 113, lr: 3.62e-04
2022-08-26 09:04:05,081 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1801, simple_loss=0.2911, pruned_loss=0.03451, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 09:06:17,612 INFO [train.py:927] (2/8) Epoch 10, batch 18050, giga_loss[loss=0.197, simple_loss=0.3044, pruned_loss=0.04482, over 12389.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05873, over 2476351.28 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07335, over 25190.71 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3, pruned_loss=0.0723, over 2465890.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.05171, over 7798.12 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2914, pruned_loss=0.05773, over 2477634.04 frames. utt_duration=371 frames, utt_pad_proportion=0.07381, over 26800.53 utterances.], batch size: 62, lr: 3.62e-04
2022-08-26 09:08:20,452 INFO [train.py:927] (2/8) Epoch 10, batch 18100, giga_loss[loss=0.2381, simple_loss=0.3267, pruned_loss=0.07473, over 12429.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04402, over 161.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.294, pruned_loss=0.0585, over 2476313.60 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07447, over 25703.24 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2999, pruned_loss=0.0722, over 2465337.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05107, over 7784.12 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2938, pruned_loss=0.05743, over 2478133.67 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07507, over 27490.49 utterances.], batch size: 161, lr: 3.62e-04
2022-08-26 09:10:32,324 INFO [train.py:927] (2/8) Epoch 10, batch 18150, giga_loss[loss=0.2045, simple_loss=0.2944, pruned_loss=0.05726, over 12373.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03202, over 97.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2936, pruned_loss=0.05697, over 2476401.02 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07276, over 25127.78 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.07206, over 2465175.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05044, over 7754.68 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2935, pruned_loss=0.05598, over 2478175.66 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07363, over 26902.63 utterances.], batch size: 97, lr: 3.62e-04
2022-08-26 09:12:42,750 INFO [train.py:927] (2/8) Epoch 10, batch 18200, giga_loss[loss=0.2138, simple_loss=0.3025, pruned_loss=0.06257, over 12371.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2943, pruned_loss=0.05752, over 2476856.58 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06877, over 24674.04 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.07206, over 2465175.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05044, over 7754.68 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2943, pruned_loss=0.05674, over 2478237.81 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06967, over 26055.43 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 09:15:10,090 INFO [train.py:927] (2/8) Epoch 10, batch 18250, giga_loss[loss=0.1853, simple_loss=0.2713, pruned_loss=0.04969, over 12328.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03482, over 51.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2944, pruned_loss=0.05782, over 2477444.92 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06401, over 24411.93 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3, pruned_loss=0.07205, over 2464969.21 frames. utt_duration=1272 frames, utt_pad_proportion=0.0498, over 7759.73 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2939, pruned_loss=0.05689, over 2478969.33 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06525, over 25872.32 utterances.], batch size: 51, lr: 3.62e-04
2022-08-26 09:17:19,068 INFO [train.py:927] (2/8) Epoch 10, batch 18300, giga_loss[loss=0.1918, simple_loss=0.2789, pruned_loss=0.05237, over 12409.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04052, over 133.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05689, over 2477707.35 frames. utt_duration=398 frames, utt_pad_proportion=0.06728, over 24976.82 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07208, over 2464995.87 frames. utt_duration=1271 frames, utt_pad_proportion=0.04945, over 7767.36 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2911, pruned_loss=0.05593, over 2479043.59 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06825, over 26348.84 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 09:19:22,135 INFO [train.py:927] (2/8) Epoch 10, batch 18350, giga_loss[loss=0.2027, simple_loss=0.2952, pruned_loss=0.05514, over 12427.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04366, over 34.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.0575, over 2478502.95 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06887, over 25040.33 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2997, pruned_loss=0.07206, over 2465281.03 frames. utt_duration=1274 frames, utt_pad_proportion=0.04893, over 7748.28 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2922, pruned_loss=0.0564, over 2479610.41 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06982, over 26574.15 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 09:21:19,663 INFO [train.py:927] (2/8) Epoch 10, batch 18400, giga_loss[loss=0.2126, simple_loss=0.3022, pruned_loss=0.06149, over 12438.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02922, over 122.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2925, pruned_loss=0.05834, over 2478625.88 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06531, over 24872.42 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2996, pruned_loss=0.072, over 2465473.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.04821, over 7730.53 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05729, over 2479558.54 frames. utt_duration=377.1 frames, utt_pad_proportion=0.06652, over 26384.41 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 09:23:27,449 INFO [train.py:927] (2/8) Epoch 10, batch 18450, giga_loss[loss=0.1596, simple_loss=0.2604, pruned_loss=0.0294, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.05025, over 26.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2933, pruned_loss=0.05888, over 2478587.24 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06271, over 24220.04 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2999, pruned_loss=0.07226, over 2465573.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.04821, over 7749.22 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2927, pruned_loss=0.05749, over 2479540.58 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06394, over 25787.87 utterances.], batch size: 26, lr: 3.62e-04
2022-08-26 09:25:49,456 INFO [train.py:927] (2/8) Epoch 10, batch 18500, giga_loss[loss=0.2214, simple_loss=0.3048, pruned_loss=0.06894, over 12432.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07246, over 213.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05881, over 2478351.52 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06194, over 24313.95 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2995, pruned_loss=0.07191, over 2465635.94 frames. utt_duration=1277 frames, utt_pad_proportion=0.04741, over 7733.63 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05772, over 2479322.33 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06327, over 25965.45 utterances.], batch size: 213, lr: 3.62e-04
2022-08-26 09:27:54,880 INFO [train.py:927] (2/8) Epoch 10, batch 18550, giga_loss[loss=0.1943, simple_loss=0.277, pruned_loss=0.05585, over 12383.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03037, over 85.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2903, pruned_loss=0.05801, over 2478359.15 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06391, over 23962.55 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2999, pruned_loss=0.07213, over 2466019.44 frames. utt_duration=1277 frames, utt_pad_proportion=0.04632, over 7732.76 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2894, pruned_loss=0.05653, over 2479210.55 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06529, over 25810.17 utterances.], batch size: 85, lr: 3.62e-04
2022-08-26 09:29:50,150 INFO [train.py:927] (2/8) Epoch 10, batch 18600, giga_loss[loss=0.2313, simple_loss=0.3141, pruned_loss=0.07423, over 12379.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2875, pruned_loss=0.05694, over 2478192.27 frames. utt_duration=402 frames, utt_pad_proportion=0.06667, over 24732.85 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3002, pruned_loss=0.07216, over 2466031.41 frames. utt_duration=1278 frames, utt_pad_proportion=0.04594, over 7730.44 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2866, pruned_loss=0.05564, over 2478950.04 frames. utt_duration=378 frames, utt_pad_proportion=0.06769, over 26316.05 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 09:31:52,382 INFO [train.py:927] (2/8) Epoch 10, batch 18650, giga_loss[loss=0.1738, simple_loss=0.265, pruned_loss=0.04129, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05035, over 34.00 utterances.], tot_loss[loss=0.2, simple_loss=0.287, pruned_loss=0.05648, over 2478246.45 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06975, over 24890.38 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07249, over 2466193.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05138, over 7815.52 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2856, pruned_loss=0.05494, over 2478847.29 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06896, over 26287.53 utterances.], batch size: 34, lr: 3.61e-04
2022-08-26 09:34:03,190 INFO [train.py:927] (2/8) Epoch 10, batch 18700, giga_loss[loss=0.1861, simple_loss=0.2705, pruned_loss=0.05087, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03347, over 40.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2861, pruned_loss=0.056, over 2478378.41 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06679, over 24450.12 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07258, over 2466272.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05065, over 7791.39 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2847, pruned_loss=0.05442, over 2479027.74 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06657, over 25881.01 utterances.], batch size: 40, lr: 3.61e-04
2022-08-26 09:36:19,577 INFO [train.py:927] (2/8) Epoch 10, batch 18750, libri_loss[loss=0.2319, simple_loss=0.3059, pruned_loss=0.07893, over 12359.00 frames. utt_duration=952.3 frames, utt_pad_proportion=0.07277, over 52.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2856, pruned_loss=0.05612, over 2478132.85 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06841, over 24392.06 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07252, over 2466563.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.04949, over 7769.40 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2842, pruned_loss=0.05428, over 2478801.09 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06865, over 26189.97 utterances.], batch size: 52, lr: 3.61e-04
2022-08-26 09:38:21,535 INFO [train.py:927] (2/8) Epoch 10, batch 18800, giga_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05064, over 12442.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02909, over 80.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.285, pruned_loss=0.05661, over 2477634.22 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07217, over 25183.78 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3002, pruned_loss=0.07241, over 2466471.15 frames. utt_duration=1274 frames, utt_pad_proportion=0.04915, over 7753.76 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.284, pruned_loss=0.05511, over 2478331.53 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07228, over 26756.05 utterances.], batch size: 80, lr: 3.61e-04
2022-08-26 09:40:15,933 INFO [train.py:927] (2/8) Epoch 10, batch 18850, giga_loss[loss=0.2006, simple_loss=0.3035, pruned_loss=0.04879, over 12472.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02579, over 75.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2847, pruned_loss=0.05592, over 2477087.46 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07136, over 24737.01 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2991, pruned_loss=0.07189, over 2466410.68 frames. utt_duration=1283 frames, utt_pad_proportion=0.04748, over 7700.54 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2841, pruned_loss=0.05444, over 2478158.98 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07214, over 26837.13 utterances.], batch size: 75, lr: 3.61e-04
2022-08-26 09:42:12,278 INFO [train.py:927] (2/8) Epoch 10, batch 18900, giga_loss[loss=0.1875, simple_loss=0.2824, pruned_loss=0.0463, over 12422.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05748, over 182.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2877, pruned_loss=0.05715, over 2476984.46 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07393, over 24875.72 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2996, pruned_loss=0.07206, over 2466590.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05205, over 7795.68 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2862, pruned_loss=0.05509, over 2478185.89 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07371, over 27317.69 utterances.], batch size: 182, lr: 3.61e-04
2022-08-26 09:44:07,619 INFO [train.py:927] (2/8) Epoch 10, batch 18950, giga_loss[loss=0.2147, simple_loss=0.3043, pruned_loss=0.06253, over 12391.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.289, pruned_loss=0.05777, over 2476843.77 frames. utt_duration=394 frames, utt_pad_proportion=0.07487, over 25224.43 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2998, pruned_loss=0.07214, over 2466470.74 frames. utt_duration=1262 frames, utt_pad_proportion=0.05483, over 7826.82 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05542, over 2478337.92 frames. utt_duration=356.5 frames, utt_pad_proportion=0.07425, over 27900.55 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:46:09,359 INFO [train.py:927] (2/8) Epoch 10, batch 19000, giga_loss[loss=0.2038, simple_loss=0.2844, pruned_loss=0.06163, over 12415.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09666, over 256.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2874, pruned_loss=0.05666, over 2477014.31 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06995, over 24362.41 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2994, pruned_loss=0.07198, over 2466714.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.05344, over 7788.54 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2859, pruned_loss=0.05444, over 2478335.09 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07037, over 27076.59 utterances.], batch size: 256, lr: 3.61e-04
2022-08-26 09:48:07,928 INFO [train.py:927] (2/8) Epoch 10, batch 19050, giga_loss[loss=0.1912, simple_loss=0.284, pruned_loss=0.04915, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03842, over 113.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2851, pruned_loss=0.05585, over 2476641.33 frames. utt_duration=406.2 frames, utt_pad_proportion=0.071, over 24460.38 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2987, pruned_loss=0.07159, over 2466494.87 frames. utt_duration=1273 frames, utt_pad_proportion=0.05297, over 7762.27 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2841, pruned_loss=0.05392, over 2478230.29 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07148, over 27193.91 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:50:12,707 INFO [train.py:927] (2/8) Epoch 10, batch 19100, giga_loss[loss=0.1685, simple_loss=0.2677, pruned_loss=0.03467, over 12350.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02887, over 66.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05742, over 2476888.94 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06979, over 23962.09 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2999, pruned_loss=0.07236, over 2467033.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.05634, over 7875.17 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.286, pruned_loss=0.05445, over 2478162.44 frames. utt_duration=370.7 frames, utt_pad_proportion=0.06961, over 26829.15 utterances.], batch size: 66, lr: 3.61e-04
2022-08-26 09:52:08,822 INFO [train.py:927] (2/8) Epoch 10, batch 19150, giga_loss[loss=0.2375, simple_loss=0.3276, pruned_loss=0.07371, over 12384.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2909, pruned_loss=0.05855, over 2477403.30 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06783, over 24221.24 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3, pruned_loss=0.07243, over 2467090.36 frames. utt_duration=1256 frames, utt_pad_proportion=0.0557, over 7864.07 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2888, pruned_loss=0.05595, over 2478486.29 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06807, over 26707.22 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:54:14,813 INFO [train.py:927] (2/8) Epoch 10, batch 19200, giga_loss[loss=0.2124, simple_loss=0.2981, pruned_loss=0.06336, over 12408.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06619, over 212.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05879, over 2477191.23 frames. utt_duration=398 frames, utt_pad_proportion=0.07114, over 24970.92 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3, pruned_loss=0.07227, over 2467139.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.05506, over 7858.53 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05657, over 2478244.85 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07132, over 27328.15 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 09:56:25,853 INFO [train.py:927] (2/8) Epoch 10, batch 19250, giga_loss[loss=0.1913, simple_loss=0.28, pruned_loss=0.05136, over 12431.00 frames. utt_duration=586.2 frames, utt_pad_proportion=0.02308, over 85.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2909, pruned_loss=0.05812, over 2476710.96 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06656, over 24158.08 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2991, pruned_loss=0.0717, over 2466677.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05356, over 7795.12 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.29, pruned_loss=0.05637, over 2478343.21 frames. utt_duration=372.1 frames, utt_pad_proportion=0.0676, over 26726.39 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 09:58:27,809 INFO [train.py:927] (2/8) Epoch 10, batch 19300, giga_loss[loss=0.2079, simple_loss=0.2915, pruned_loss=0.06217, over 12427.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.0577, over 2476938.09 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06646, over 24609.33 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2994, pruned_loss=0.07189, over 2466678.66 frames. utt_duration=1268 frames, utt_pad_proportion=0.05305, over 7793.18 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2889, pruned_loss=0.05594, over 2478386.50 frames. utt_duration=370 frames, utt_pad_proportion=0.06748, over 26877.67 utterances.], batch size: 80, lr: 3.61e-04
2022-08-26 10:00:31,054 INFO [train.py:927] (2/8) Epoch 10, batch 19350, giga_loss[loss=0.1993, simple_loss=0.2913, pruned_loss=0.05362, over 12465.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03238, over 105.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2888, pruned_loss=0.05783, over 2476539.50 frames. utt_duration=400 frames, utt_pad_proportion=0.06995, over 24842.27 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2992, pruned_loss=0.07182, over 2466335.03 frames. utt_duration=1269 frames, utt_pad_proportion=0.05259, over 7783.48 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2878, pruned_loss=0.05606, over 2478366.67 frames. utt_duration=365.4 frames, utt_pad_proportion=0.07078, over 27220.72 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 10:02:34,396 INFO [train.py:927] (2/8) Epoch 10, batch 19400, giga_loss[loss=0.2192, simple_loss=0.3062, pruned_loss=0.06615, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03008, over 42.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2889, pruned_loss=0.05703, over 2476556.35 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06836, over 24511.14 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2994, pruned_loss=0.07204, over 2466455.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.0528, over 7807.47 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2877, pruned_loss=0.05529, over 2478033.12 frames. utt_duration=374 frames, utt_pad_proportion=0.06919, over 26583.84 utterances.], batch size: 42, lr: 3.61e-04
2022-08-26 10:04:26,724 INFO [train.py:927] (2/8) Epoch 10, batch 19450, giga_loss[loss=0.18, simple_loss=0.2754, pruned_loss=0.04232, over 12359.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03208, over 62.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2903, pruned_loss=0.05648, over 2476787.99 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06629, over 24196.37 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2994, pruned_loss=0.07209, over 2466427.72 frames. utt_duration=1267 frames, utt_pad_proportion=0.05187, over 7793.28 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2892, pruned_loss=0.05469, over 2478251.13 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06743, over 26230.47 utterances.], batch size: 62, lr: 3.61e-04
2022-08-26 10:06:36,322 INFO [train.py:927] (2/8) Epoch 10, batch 19500, giga_loss[loss=0.1978, simple_loss=0.2863, pruned_loss=0.05467, over 12432.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07231, over 212.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.0566, over 2477002.61 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06712, over 24317.05 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.07173, over 2466389.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.05058, over 7745.10 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2897, pruned_loss=0.05485, over 2478651.36 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06846, over 26670.28 utterances.], batch size: 212, lr: 3.61e-04
2022-08-26 10:08:45,804 INFO [train.py:927] (2/8) Epoch 10, batch 19550, giga_loss[loss=0.1893, simple_loss=0.2852, pruned_loss=0.04668, over 12356.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2906, pruned_loss=0.05622, over 2476689.56 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06502, over 24334.67 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2986, pruned_loss=0.0717, over 2466382.55 frames. utt_duration=1272 frames, utt_pad_proportion=0.05099, over 7766.20 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2901, pruned_loss=0.05452, over 2478265.47 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06625, over 26560.04 utterances.], batch size: 58, lr: 3.61e-04
2022-08-26 10:11:01,679 INFO [train.py:927] (2/8) Epoch 10, batch 19600, giga_loss[loss=0.2171, simple_loss=0.3092, pruned_loss=0.06249, over 12407.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02494, over 85.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2919, pruned_loss=0.05645, over 2476843.54 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06813, over 24855.57 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2989, pruned_loss=0.07181, over 2466472.60 frames. utt_duration=1263 frames, utt_pad_proportion=0.05219, over 7819.45 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2911, pruned_loss=0.05482, over 2478143.75 frames. utt_duration=371.2 frames, utt_pad_proportion=0.06867, over 26788.71 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 10:13:15,981 INFO [train.py:927] (2/8) Epoch 10, batch 19650, giga_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.0546, over 12430.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03761, over 105.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2919, pruned_loss=0.05608, over 2476966.11 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06685, over 23777.38 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.299, pruned_loss=0.07184, over 2466401.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05169, over 7813.26 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2911, pruned_loss=0.0544, over 2478272.34 frames. utt_duration=387 frames, utt_pad_proportion=0.06764, over 25691.00 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 10:15:35,024 INFO [train.py:927] (2/8) Epoch 10, batch 19700, giga_loss[loss=0.1654, simple_loss=0.2699, pruned_loss=0.03044, over 12344.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.0302, over 62.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.0551, over 2477013.28 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06369, over 23096.96 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2987, pruned_loss=0.07173, over 2466364.03 frames. utt_duration=1266 frames, utt_pad_proportion=0.05146, over 7800.92 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2892, pruned_loss=0.05358, over 2478279.09 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06468, over 24907.05 utterances.], batch size: 62, lr: 3.61e-04
2022-08-26 10:17:38,921 INFO [train.py:927] (2/8) Epoch 10, batch 19750, giga_loss[loss=0.1721, simple_loss=0.2701, pruned_loss=0.03702, over 12377.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.02861, over 58.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.289, pruned_loss=0.05422, over 2476787.73 frames. utt_duration=439.3 frames, utt_pad_proportion=0.06183, over 22614.84 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2983, pruned_loss=0.07142, over 2465926.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05094, over 7776.04 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2888, pruned_loss=0.05306, over 2478300.64 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06293, over 24256.16 utterances.], batch size: 58, lr: 3.61e-04
2022-08-26 10:19:31,732 INFO [train.py:927] (2/8) Epoch 10, batch 19800, giga_loss[loss=0.1966, simple_loss=0.2918, pruned_loss=0.05068, over 12450.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03678, over 133.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2914, pruned_loss=0.05514, over 2476585.34 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0607, over 22614.16 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2982, pruned_loss=0.07127, over 2465631.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05421, over 7825.01 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.291, pruned_loss=0.05384, over 2478412.74 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06094, over 24374.88 utterances.], batch size: 133, lr: 3.61e-04
2022-08-26 10:21:22,809 INFO [train.py:927] (2/8) Epoch 10, batch 19850, libri_loss[loss=0.2214, simple_loss=0.3008, pruned_loss=0.07099, over 12238.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005943, over 34.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.289, pruned_loss=0.05432, over 2476800.08 frames. utt_duration=422 frames, utt_pad_proportion=0.06361, over 23543.00 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2983, pruned_loss=0.07124, over 2465511.52 frames. utt_duration=1263 frames, utt_pad_proportion=0.05379, over 7815.78 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2886, pruned_loss=0.05318, over 2478450.58 frames. utt_duration=396.6 frames, utt_pad_proportion=0.06376, over 25073.21 utterances.], batch size: 34, lr: 3.61e-04
2022-08-26 10:23:12,348 INFO [train.py:927] (2/8) Epoch 10, batch 19900, giga_loss[loss=0.2309, simple_loss=0.3201, pruned_loss=0.07082, over 12399.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03912, over 105.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2916, pruned_loss=0.05656, over 2476775.47 frames. utt_duration=403.1 frames, utt_pad_proportion=0.06965, over 24651.72 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2983, pruned_loss=0.07116, over 2465801.06 frames. utt_duration=1263 frames, utt_pad_proportion=0.05313, over 7820.24 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2911, pruned_loss=0.05535, over 2478078.34 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06975, over 26248.86 utterances.], batch size: 105, lr: 3.61e-04
2022-08-26 10:24:56,654 INFO [train.py:927] (2/8) Epoch 10, batch 19950, giga_loss[loss=0.2077, simple_loss=0.3042, pruned_loss=0.05558, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2987, pruned_loss=0.0604, over 2476649.80 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06811, over 23468.88 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2984, pruned_loss=0.0712, over 2466241.71 frames. utt_duration=1261 frames, utt_pad_proportion=0.05225, over 7831.55 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2981, pruned_loss=0.05912, over 2477527.16 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06862, over 25089.73 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 10:26:35,671 INFO [train.py:927] (2/8) Epoch 10, batch 20000, giga_loss[loss=0.1993, simple_loss=0.2837, pruned_loss=0.05745, over 12435.00 frames. utt_duration=905.6 frames, utt_pad_proportion=0.03244, over 55.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2963, pruned_loss=0.06032, over 2476659.73 frames. utt_duration=453.2 frames, utt_pad_proportion=0.06537, over 21924.43 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2985, pruned_loss=0.07122, over 2466349.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05265, over 7851.69 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2957, pruned_loss=0.05888, over 2477659.36 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06605, over 23757.90 utterances.], batch size: 55, lr: 3.61e-04
2022-08-26 10:28:17,223 INFO [train.py:927] (2/8) Epoch 10, batch 20050, giga_loss[loss=0.1564, simple_loss=0.2463, pruned_loss=0.03326, over 12448.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2909, pruned_loss=0.05894, over 2475093.83 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06297, over 20221.90 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2983, pruned_loss=0.07109, over 2466409.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.05211, over 7867.66 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2904, pruned_loss=0.05744, over 2476241.87 frames. utt_duration=446.8 frames, utt_pad_proportion=0.06414, over 22232.30 utterances.], batch size: 75, lr: 3.61e-04
2022-08-26 10:29:57,753 INFO [train.py:927] (2/8) Epoch 10, batch 20100, libri_loss[loss=0.1631, simple_loss=0.2472, pruned_loss=0.03953, over 12188.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008252, over 30.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2832, pruned_loss=0.05641, over 2474073.76 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06169, over 19021.87 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2974, pruned_loss=0.07071, over 2466218.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05067, over 7808.91 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2833, pruned_loss=0.05508, over 2475459.71 frames. utt_duration=470 frames, utt_pad_proportion=0.06337, over 21127.62 utterances.], batch size: 30, lr: 3.60e-04
2022-08-26 10:31:39,377 INFO [train.py:927] (2/8) Epoch 10, batch 20150, giga_loss[loss=0.1834, simple_loss=0.2621, pruned_loss=0.05241, over 12372.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2771, pruned_loss=0.05404, over 2474759.85 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06032, over 19181.54 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2973, pruned_loss=0.07066, over 2466443.06 frames. utt_duration=1265 frames, utt_pad_proportion=0.05039, over 7806.79 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2771, pruned_loss=0.05289, over 2475723.97 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06189, over 20939.21 utterances.], batch size: 212, lr: 3.60e-04
2022-08-26 10:33:21,654 INFO [train.py:927] (2/8) Epoch 10, batch 20200, giga_loss[loss=0.1611, simple_loss=0.2426, pruned_loss=0.03986, over 12406.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.0279, over 58.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2716, pruned_loss=0.05258, over 2474109.73 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06107, over 19224.64 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2971, pruned_loss=0.07062, over 2466416.10 frames. utt_duration=1267 frames, utt_pad_proportion=0.05003, over 7792.75 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2715, pruned_loss=0.05155, over 2474962.57 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06243, over 20730.34 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 10:35:02,603 INFO [train.py:927] (2/8) Epoch 10, batch 20250, giga_loss[loss=0.1737, simple_loss=0.2539, pruned_loss=0.04676, over 12343.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04237, over 113.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2694, pruned_loss=0.05237, over 2474265.17 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06417, over 19544.37 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.07078, over 2466773.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.04948, over 7792.73 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2682, pruned_loss=0.05066, over 2474939.20 frames. utt_duration=467.4 frames, utt_pad_proportion=0.06549, over 21244.97 utterances.], batch size: 113, lr: 3.60e-04
2022-08-26 10:36:43,370 INFO [train.py:927] (2/8) Epoch 10, batch 20300, giga_loss[loss=0.136, simple_loss=0.2125, pruned_loss=0.02977, over 12007.00 frames. utt_duration=1923 frames, utt_pad_proportion=0.03864, over 25.00 utterances.], tot_loss[loss=0.1841, simple_loss=0.2657, pruned_loss=0.05127, over 2474108.96 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06536, over 19988.64 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.297, pruned_loss=0.07084, over 2466912.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.05333, over 7843.80 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.2643, pruned_loss=0.04944, over 2474698.48 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06522, over 21557.05 utterances.], batch size: 25, lr: 3.60e-04
2022-08-26 10:38:25,145 INFO [train.py:927] (2/8) Epoch 10, batch 20350, giga_loss[loss=0.136, simple_loss=0.2242, pruned_loss=0.02385, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.1802, simple_loss=0.2618, pruned_loss=0.04931, over 2473987.44 frames. utt_duration=500 frames, utt_pad_proportion=0.0655, over 19850.28 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2973, pruned_loss=0.07096, over 2466713.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05236, over 7816.97 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2597, pruned_loss=0.04729, over 2474795.28 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06575, over 21397.35 utterances.], batch size: 70, lr: 3.60e-04
2022-08-26 10:40:07,764 INFO [train.py:927] (2/8) Epoch 10, batch 20400, giga_loss[loss=0.3112, simple_loss=0.3487, pruned_loss=0.1368, over 12333.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.1837, simple_loss=0.265, pruned_loss=0.05121, over 2474580.19 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06868, over 19867.72 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2972, pruned_loss=0.07084, over 2466990.47 frames. utt_duration=1264 frames, utt_pad_proportion=0.0516, over 7817.62 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2627, pruned_loss=0.04933, over 2475100.25 frames. utt_duration=466.2 frames, utt_pad_proportion=0.06899, over 21303.54 utterances.], batch size: 362, lr: 3.60e-04
2022-08-26 10:41:47,416 INFO [train.py:927] (2/8) Epoch 10, batch 20450, giga_loss[loss=0.2578, simple_loss=0.3334, pruned_loss=0.09117, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2754, pruned_loss=0.05655, over 2473963.99 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06709, over 19416.02 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07083, over 2466772.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.0509, over 7805.19 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2728, pruned_loss=0.05444, over 2474846.94 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06789, over 21007.38 utterances.], batch size: 133, lr: 3.60e-04
2022-08-26 10:43:28,366 INFO [train.py:927] (2/8) Epoch 10, batch 20500, giga_loss[loss=0.2117, simple_loss=0.3015, pruned_loss=0.06098, over 12367.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06559, over 183.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2826, pruned_loss=0.05902, over 2473731.97 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06949, over 19473.29 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2971, pruned_loss=0.07102, over 2467145.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.04994, over 7787.25 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.28, pruned_loss=0.05687, over 2474227.60 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07044, over 21022.63 utterances.], batch size: 183, lr: 3.60e-04
2022-08-26 10:45:13,084 INFO [train.py:927] (2/8) Epoch 10, batch 20550, giga_loss[loss=0.1924, simple_loss=0.2885, pruned_loss=0.04821, over 12383.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03469, over 122.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2859, pruned_loss=0.05952, over 2473760.86 frames. utt_duration=500 frames, utt_pad_proportion=0.07335, over 19849.68 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2967, pruned_loss=0.07076, over 2467171.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.04906, over 7764.80 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2839, pruned_loss=0.05776, over 2474275.18 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07424, over 21360.85 utterances.], batch size: 122, lr: 3.60e-04
2022-08-26 10:46:56,173 INFO [train.py:927] (2/8) Epoch 10, batch 20600, giga_loss[loss=0.2359, simple_loss=0.3125, pruned_loss=0.07963, over 12307.00 frames. utt_duration=966.6 frames, utt_pad_proportion=0.03632, over 51.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.291, pruned_loss=0.06226, over 2474460.26 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07197, over 19986.14 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.297, pruned_loss=0.07093, over 2467285.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05276, over 7831.33 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.289, pruned_loss=0.06053, over 2474918.83 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07187, over 21352.53 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 10:48:37,845 INFO [train.py:927] (2/8) Epoch 10, batch 20650, giga_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06477, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03608, over 40.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2952, pruned_loss=0.06359, over 2474810.21 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06947, over 19153.52 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2975, pruned_loss=0.07118, over 2467435.37 frames. utt_duration=1249 frames, utt_pad_proportion=0.05661, over 7910.06 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2932, pruned_loss=0.06192, over 2475141.89 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06849, over 20322.05 utterances.], batch size: 40, lr: 3.60e-04
2022-08-26 10:50:18,360 INFO [train.py:927] (2/8) Epoch 10, batch 20700, giga_loss[loss=0.2249, simple_loss=0.3177, pruned_loss=0.066, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2972, pruned_loss=0.06399, over 2474100.40 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06414, over 17671.37 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2967, pruned_loss=0.07074, over 2467721.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05498, over 7889.29 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2962, pruned_loss=0.06269, over 2474440.56 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06447, over 19179.48 utterances.], batch size: 113, lr: 3.60e-04
2022-08-26 10:52:07,577 INFO [train.py:927] (2/8) Epoch 10, batch 20750, giga_loss[loss=0.2189, simple_loss=0.3083, pruned_loss=0.0647, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03589, over 37.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2986, pruned_loss=0.06359, over 2474258.78 frames. utt_duration=578 frames, utt_pad_proportion=0.06455, over 17165.82 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2966, pruned_loss=0.07071, over 2468004.38 frames. utt_duration=1256 frames, utt_pad_proportion=0.0541, over 7871.85 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.298, pruned_loss=0.06237, over 2474471.88 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06523, over 18647.07 utterances.], batch size: 37, lr: 3.60e-04
2022-08-26 10:53:47,867 INFO [train.py:927] (2/8) Epoch 10, batch 20800, giga_loss[loss=0.1874, simple_loss=0.2838, pruned_loss=0.04551, over 12470.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04208, over 31.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2982, pruned_loss=0.06231, over 2473583.96 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05965, over 16275.34 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2966, pruned_loss=0.07092, over 2467818.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05315, over 7843.49 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06095, over 2474038.53 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06103, over 17683.74 utterances.], batch size: 31, lr: 3.60e-04
2022-08-26 10:55:28,872 INFO [train.py:927] (2/8) Epoch 10, batch 20850, giga_loss[loss=0.1972, simple_loss=0.2918, pruned_loss=0.05133, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03329, over 62.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2994, pruned_loss=0.06368, over 2472881.48 frames. utt_duration=619 frames, utt_pad_proportion=0.05918, over 16018.90 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2964, pruned_loss=0.07063, over 2467527.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05202, over 7791.70 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2992, pruned_loss=0.06261, over 2473699.79 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06092, over 17473.01 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 10:57:13,010 INFO [train.py:927] (2/8) Epoch 10, batch 20900, giga_loss[loss=0.1953, simple_loss=0.2715, pruned_loss=0.05955, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03078, over 36.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3009, pruned_loss=0.06628, over 2472365.65 frames. utt_duration=612.1 frames, utt_pad_proportion=0.06164, over 16196.58 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2964, pruned_loss=0.07082, over 2467618.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05552, over 7858.12 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3008, pruned_loss=0.06513, over 2473093.15 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06169, over 17521.91 utterances.], batch size: 36, lr: 3.60e-04
2022-08-26 10:58:55,308 INFO [train.py:927] (2/8) Epoch 10, batch 20950, giga_loss[loss=0.2157, simple_loss=0.2946, pruned_loss=0.06835, over 12387.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02969, over 58.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3007, pruned_loss=0.06693, over 2472553.63 frames. utt_duration=632.7 frames, utt_pad_proportion=0.05791, over 15668.51 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2965, pruned_loss=0.07079, over 2467539.04 frames. utt_duration=1258 frames, utt_pad_proportion=0.05532, over 7858.19 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3007, pruned_loss=0.06601, over 2473264.03 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05831, over 16826.55 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 11:00:39,980 INFO [train.py:927] (2/8) Epoch 10, batch 21000, giga_loss[loss=0.1816, simple_loss=0.2726, pruned_loss=0.04533, over 12341.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03349, over 51.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2996, pruned_loss=0.06571, over 2472924.33 frames. utt_duration=606 frames, utt_pad_proportion=0.06251, over 16362.99 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2964, pruned_loss=0.07075, over 2467650.34 frames. utt_duration=1258 frames, utt_pad_proportion=0.0551, over 7853.90 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2996, pruned_loss=0.065, over 2473410.14 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06264, over 17304.60 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 11:00:39,981 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 11:00:52,916 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1827, simple_loss=0.2943, pruned_loss=0.03559, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 11:02:35,336 INFO [train.py:927] (2/8) Epoch 10, batch 21050, giga_loss[loss=0.1793, simple_loss=0.2644, pruned_loss=0.04715, over 12398.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04037, over 133.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2965, pruned_loss=0.06418, over 2473584.31 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05931, over 16566.54 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2966, pruned_loss=0.0708, over 2467627.71 frames. utt_duration=1256 frames, utt_pad_proportion=0.05525, over 7870.85 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2964, pruned_loss=0.0635, over 2474067.60 frames. utt_duration=569.7 frames, utt_pad_proportion=0.05956, over 17416.75 utterances.], batch size: 133, lr: 3.60e-04
2022-08-26 11:04:18,254 INFO [train.py:927] (2/8) Epoch 10, batch 21100, giga_loss[loss=0.1745, simple_loss=0.2603, pruned_loss=0.04434, over 12382.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04518, over 146.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2923, pruned_loss=0.06317, over 2473489.54 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06984, over 18277.60 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2963, pruned_loss=0.07061, over 2467528.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.05551, over 7871.39 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2925, pruned_loss=0.06267, over 2474057.55 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06954, over 19100.78 utterances.], batch size: 146, lr: 3.60e-04
2022-08-26 11:06:00,272 INFO [train.py:927] (2/8) Epoch 10, batch 21150, giga_loss[loss=0.204, simple_loss=0.2877, pruned_loss=0.06013, over 12379.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03038, over 62.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2916, pruned_loss=0.06277, over 2473824.95 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06712, over 18242.46 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2962, pruned_loss=0.07059, over 2467629.12 frames. utt_duration=1259 frames, utt_pad_proportion=0.05489, over 7851.43 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2918, pruned_loss=0.06229, over 2474258.43 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06728, over 19046.68 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 11:07:42,559 INFO [train.py:927] (2/8) Epoch 10, batch 21200, giga_loss[loss=0.1994, simple_loss=0.2796, pruned_loss=0.05956, over 12413.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03361, over 113.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2901, pruned_loss=0.06265, over 2473924.80 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06445, over 17327.63 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.297, pruned_loss=0.071, over 2467302.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.05518, over 7873.95 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2894, pruned_loss=0.06169, over 2474757.20 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06479, over 18270.24 utterances.], batch size: 113, lr: 3.60e-04
2022-08-26 11:09:23,145 INFO [train.py:927] (2/8) Epoch 10, batch 21250, giga_loss[loss=0.1867, simple_loss=0.2659, pruned_loss=0.05373, over 12302.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03556, over 51.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2864, pruned_loss=0.06122, over 2473820.05 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06072, over 17043.82 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.297, pruned_loss=0.07099, over 2467234.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.05496, over 7871.58 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2859, pruned_loss=0.06044, over 2474551.45 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06125, over 17821.30 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 11:11:05,701 INFO [train.py:927] (2/8) Epoch 10, batch 21300, giga_loss[loss=0.1886, simple_loss=0.2771, pruned_loss=0.05006, over 12404.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2831, pruned_loss=0.06046, over 2473795.18 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05961, over 16422.05 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2965, pruned_loss=0.07075, over 2467152.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.0547, over 7862.67 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2829, pruned_loss=0.05991, over 2474538.27 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06019, over 17158.34 utterances.], batch size: 133, lr: 3.60e-04
2022-08-26 11:12:46,560 INFO [train.py:927] (2/8) Epoch 10, batch 21350, giga_loss[loss=0.2086, simple_loss=0.2814, pruned_loss=0.06786, over 12373.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06586, over 183.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2809, pruned_loss=0.06018, over 2472518.94 frames. utt_duration=626.4 frames, utt_pad_proportion=0.05594, over 15826.86 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2965, pruned_loss=0.07087, over 2466802.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05331, over 7821.07 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2803, pruned_loss=0.05933, over 2473623.80 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05722, over 16714.67 utterances.], batch size: 183, lr: 3.60e-04
2022-08-26 11:14:29,652 INFO [train.py:927] (2/8) Epoch 10, batch 21400, giga_loss[loss=0.2296, simple_loss=0.2938, pruned_loss=0.0827, over 12452.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03463, over 98.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2794, pruned_loss=0.05994, over 2472188.28 frames. utt_duration=633.2 frames, utt_pad_proportion=0.05699, over 15653.62 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2966, pruned_loss=0.07095, over 2466870.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05246, over 7801.88 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2784, pruned_loss=0.0589, over 2473146.22 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05836, over 16592.68 utterances.], batch size: 98, lr: 3.60e-04
2022-08-26 11:16:13,614 INFO [train.py:927] (2/8) Epoch 10, batch 21450, giga_loss[loss=0.1851, simple_loss=0.2686, pruned_loss=0.05083, over 12377.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02665, over 66.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.28, pruned_loss=0.06051, over 2471515.24 frames. utt_duration=627.5 frames, utt_pad_proportion=0.05799, over 15793.34 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2968, pruned_loss=0.07178, over 2466476.24 frames. utt_duration=1273 frames, utt_pad_proportion=0.05136, over 7759.31 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2786, pruned_loss=0.05869, over 2472761.81 frames. utt_duration=590.7 frames, utt_pad_proportion=0.0595, over 16787.96 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 11:17:54,190 INFO [train.py:927] (2/8) Epoch 10, batch 21500, giga_loss[loss=0.2399, simple_loss=0.3196, pruned_loss=0.08012, over 12422.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.0663, over 184.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2842, pruned_loss=0.06236, over 2472363.99 frames. utt_duration=610.8 frames, utt_pad_proportion=0.0609, over 16231.89 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2967, pruned_loss=0.07164, over 2466878.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.05025, over 7742.05 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2827, pruned_loss=0.06068, over 2473166.19 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06248, over 17315.76 utterances.], batch size: 184, lr: 3.59e-04
2022-08-26 11:19:36,537 INFO [train.py:927] (2/8) Epoch 10, batch 21550, giga_loss[loss=0.2141, simple_loss=0.2989, pruned_loss=0.06463, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03029, over 62.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2895, pruned_loss=0.06493, over 2472495.15 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06425, over 16779.20 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2965, pruned_loss=0.07153, over 2466747.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.05077, over 7749.06 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2883, pruned_loss=0.06358, over 2473329.37 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06512, over 17741.90 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 11:21:19,024 INFO [train.py:927] (2/8) Epoch 10, batch 21600, libri_loss[loss=0.2162, simple_loss=0.3058, pruned_loss=0.06332, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00569, over 35.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2949, pruned_loss=0.0668, over 2473721.55 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06346, over 17009.97 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2963, pruned_loss=0.07142, over 2467118.74 frames. utt_duration=1280 frames, utt_pad_proportion=0.0494, over 7720.15 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.294, pruned_loss=0.06564, over 2474279.71 frames. utt_duration=548 frames, utt_pad_proportion=0.06488, over 18109.06 utterances.], batch size: 35, lr: 3.59e-04
2022-08-26 11:22:58,012 INFO [train.py:927] (2/8) Epoch 10, batch 21650, giga_loss[loss=0.1942, simple_loss=0.2752, pruned_loss=0.05665, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02507, over 45.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2988, pruned_loss=0.06791, over 2473345.26 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05906, over 17511.10 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2958, pruned_loss=0.07109, over 2466891.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.04883, over 7687.96 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2985, pruned_loss=0.0672, over 2474096.71 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06067, over 18569.60 utterances.], batch size: 45, lr: 3.59e-04
2022-08-26 11:24:41,022 INFO [train.py:927] (2/8) Epoch 10, batch 21700, giga_loss[loss=0.2284, simple_loss=0.3104, pruned_loss=0.07318, over 12455.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03407, over 98.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2978, pruned_loss=0.0665, over 2473748.85 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06592, over 18299.60 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2962, pruned_loss=0.07123, over 2467143.18 frames. utt_duration=1261 frames, utt_pad_proportion=0.05686, over 7834.59 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2973, pruned_loss=0.06567, over 2474327.75 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06419, over 19354.12 utterances.], batch size: 98, lr: 3.59e-04
2022-08-26 11:26:23,809 INFO [train.py:927] (2/8) Epoch 10, batch 21750, libri_loss[loss=0.2232, simple_loss=0.2967, pruned_loss=0.07479, over 12132.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005996, over 32.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2973, pruned_loss=0.06547, over 2472797.42 frames. utt_duration=554 frames, utt_pad_proportion=0.06229, over 17902.48 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2964, pruned_loss=0.07129, over 2466842.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.05638, over 7828.68 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2968, pruned_loss=0.06462, over 2473716.30 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06132, over 19029.65 utterances.], batch size: 32, lr: 3.59e-04
2022-08-26 11:28:07,728 INFO [train.py:927] (2/8) Epoch 10, batch 21800, giga_loss[loss=0.2015, simple_loss=0.2946, pruned_loss=0.05421, over 12376.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02772, over 66.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2996, pruned_loss=0.06693, over 2473138.46 frames. utt_duration=540.4 frames, utt_pad_proportion=0.0647, over 18355.71 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2962, pruned_loss=0.0712, over 2466614.47 frames. utt_duration=1265 frames, utt_pad_proportion=0.05601, over 7810.44 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2994, pruned_loss=0.0663, over 2474114.79 frames. utt_duration=512.9 frames, utt_pad_proportion=0.064, over 19352.31 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:29:51,149 INFO [train.py:927] (2/8) Epoch 10, batch 21850, libri_loss[loss=0.2084, simple_loss=0.2972, pruned_loss=0.05981, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006747, over 34.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3016, pruned_loss=0.06848, over 2473229.05 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06173, over 18073.40 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2966, pruned_loss=0.07122, over 2466664.39 frames. utt_duration=1267 frames, utt_pad_proportion=0.05513, over 7795.33 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3012, pruned_loss=0.0679, over 2474065.39 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06168, over 19074.64 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 11:31:35,755 INFO [train.py:927] (2/8) Epoch 10, batch 21900, giga_loss[loss=0.2298, simple_loss=0.3121, pruned_loss=0.0737, over 12406.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04344, over 146.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3022, pruned_loss=0.06894, over 2472599.19 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06021, over 17480.19 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2967, pruned_loss=0.07122, over 2466533.61 frames. utt_duration=1267 frames, utt_pad_proportion=0.05473, over 7798.35 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3018, pruned_loss=0.06846, over 2473434.63 frames. utt_duration=540.5 frames, utt_pad_proportion=0.0604, over 18354.10 utterances.], batch size: 146, lr: 3.59e-04
2022-08-26 11:33:18,461 INFO [train.py:927] (2/8) Epoch 10, batch 21950, giga_loss[loss=0.238, simple_loss=0.3247, pruned_loss=0.07564, over 12344.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03035, over 70.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06876, over 2472497.48 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05614, over 16560.15 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2963, pruned_loss=0.07101, over 2466699.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05376, over 7770.62 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3033, pruned_loss=0.06853, over 2473138.68 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05691, over 17495.60 utterances.], batch size: 70, lr: 3.59e-04
2022-08-26 11:35:01,625 INFO [train.py:927] (2/8) Epoch 10, batch 22000, giga_loss[loss=0.2585, simple_loss=0.3336, pruned_loss=0.09173, over 12437.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02268, over 48.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3035, pruned_loss=0.06897, over 2473546.23 frames. utt_duration=612.5 frames, utt_pad_proportion=0.05812, over 16193.12 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2963, pruned_loss=0.07105, over 2467363.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.05734, over 7838.94 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3039, pruned_loss=0.06866, over 2473724.61 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05732, over 17245.66 utterances.], batch size: 48, lr: 3.59e-04
2022-08-26 11:36:46,139 INFO [train.py:927] (2/8) Epoch 10, batch 22050, giga_loss[loss=0.2393, simple_loss=0.3176, pruned_loss=0.08053, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03705, over 123.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3028, pruned_loss=0.06938, over 2473776.92 frames. utt_duration=620.6 frames, utt_pad_proportion=0.05892, over 15983.22 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2966, pruned_loss=0.07124, over 2467373.70 frames. utt_duration=1239 frames, utt_pad_proportion=0.06454, over 7975.02 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3031, pruned_loss=0.06891, over 2474095.09 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05526, over 16962.97 utterances.], batch size: 123, lr: 3.59e-04
2022-08-26 11:38:26,461 INFO [train.py:927] (2/8) Epoch 10, batch 22100, libri_loss[loss=0.2256, simple_loss=0.3233, pruned_loss=0.0639, over 12259.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004361, over 34.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3031, pruned_loss=0.06963, over 2473964.98 frames. utt_duration=629.7 frames, utt_pad_proportion=0.05844, over 15752.86 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2967, pruned_loss=0.07115, over 2467336.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06338, over 7950.06 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3034, pruned_loss=0.06929, over 2474464.00 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05596, over 16787.68 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 11:40:08,378 INFO [train.py:927] (2/8) Epoch 10, batch 22150, giga_loss[loss=0.2274, simple_loss=0.3081, pruned_loss=0.07342, over 12198.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.304, pruned_loss=0.06954, over 2472779.13 frames. utt_duration=633.2 frames, utt_pad_proportion=0.06276, over 15658.98 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2971, pruned_loss=0.07094, over 2467171.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06498, over 7961.56 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3042, pruned_loss=0.06939, over 2473632.74 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05975, over 16829.94 utterances.], batch size: 39, lr: 3.59e-04
2022-08-26 11:41:48,769 INFO [train.py:927] (2/8) Epoch 10, batch 22200, giga_loss[loss=0.2213, simple_loss=0.3005, pruned_loss=0.07105, over 12446.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03864, over 37.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3031, pruned_loss=0.06869, over 2472887.61 frames. utt_duration=665.6 frames, utt_pad_proportion=0.05788, over 14893.63 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2972, pruned_loss=0.07097, over 2467346.62 frames. utt_duration=1242 frames, utt_pad_proportion=0.06404, over 7955.39 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3033, pruned_loss=0.06849, over 2473481.29 frames. utt_duration=621.3 frames, utt_pad_proportion=0.05606, over 15962.74 utterances.], batch size: 37, lr: 3.59e-04
2022-08-26 11:43:30,735 INFO [train.py:927] (2/8) Epoch 10, batch 22250, libri_loss[loss=0.1853, simple_loss=0.2571, pruned_loss=0.05674, over 12453.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009693, over 29.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3, pruned_loss=0.0676, over 2473064.40 frames. utt_duration=662.2 frames, utt_pad_proportion=0.06117, over 14971.84 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2969, pruned_loss=0.07087, over 2467396.73 frames. utt_duration=1247 frames, utt_pad_proportion=0.06315, over 7923.48 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3006, pruned_loss=0.06749, over 2473558.15 frames. utt_duration=620.9 frames, utt_pad_proportion=0.05989, over 15973.90 utterances.], batch size: 29, lr: 3.59e-04
2022-08-26 11:45:11,786 INFO [train.py:927] (2/8) Epoch 10, batch 22300, giga_loss[loss=0.222, simple_loss=0.3026, pruned_loss=0.07067, over 12427.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.0371, over 86.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2982, pruned_loss=0.06678, over 2473320.80 frames. utt_duration=655.4 frames, utt_pad_proportion=0.05727, over 15129.52 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.297, pruned_loss=0.07087, over 2467450.38 frames. utt_duration=1247 frames, utt_pad_proportion=0.06244, over 7921.61 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06666, over 2473739.08 frames. utt_duration=619.6 frames, utt_pad_proportion=0.05674, over 16009.43 utterances.], batch size: 86, lr: 3.59e-04
2022-08-26 11:46:52,730 INFO [train.py:927] (2/8) Epoch 10, batch 22350, giga_loss[loss=0.2132, simple_loss=0.2888, pruned_loss=0.06876, over 12393.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03164, over 122.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2976, pruned_loss=0.06705, over 2472944.59 frames. utt_duration=633.5 frames, utt_pad_proportion=0.06127, over 15651.13 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.298, pruned_loss=0.07174, over 2467521.96 frames. utt_duration=1223 frames, utt_pad_proportion=0.07051, over 8077.89 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2971, pruned_loss=0.06614, over 2473307.04 frames. utt_duration=607 frames, utt_pad_proportion=0.05704, over 16339.66 utterances.], batch size: 122, lr: 3.59e-04
2022-08-26 11:48:33,372 INFO [train.py:927] (2/8) Epoch 10, batch 22400, giga_loss[loss=0.1619, simple_loss=0.2505, pruned_loss=0.03668, over 12351.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03224, over 62.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.294, pruned_loss=0.0652, over 2473497.49 frames. utt_duration=640.9 frames, utt_pad_proportion=0.0596, over 15472.78 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2978, pruned_loss=0.07168, over 2467756.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.06945, over 8050.51 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2936, pruned_loss=0.06443, over 2473657.33 frames. utt_duration=612.9 frames, utt_pad_proportion=0.05667, over 16182.07 utterances.], batch size: 62, lr: 3.59e-04
2022-08-26 11:50:14,328 INFO [train.py:927] (2/8) Epoch 10, batch 22450, giga_loss[loss=0.2138, simple_loss=0.3065, pruned_loss=0.06058, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04221, over 146.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2917, pruned_loss=0.06404, over 2473930.28 frames. utt_duration=622.5 frames, utt_pad_proportion=0.05633, over 15934.29 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2979, pruned_loss=0.07169, over 2467888.82 frames. utt_duration=1228 frames, utt_pad_proportion=0.06916, over 8047.26 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2914, pruned_loss=0.06339, over 2473956.58 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05432, over 16529.57 utterances.], batch size: 146, lr: 3.59e-04
2022-08-26 11:51:54,627 INFO [train.py:927] (2/8) Epoch 10, batch 22500, giga_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05751, over 12352.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03195, over 85.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2912, pruned_loss=0.06305, over 2473906.57 frames. utt_duration=633.6 frames, utt_pad_proportion=0.05357, over 15654.60 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2982, pruned_loss=0.07162, over 2467881.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.06857, over 8046.18 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2905, pruned_loss=0.0624, over 2474068.12 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05213, over 16306.85 utterances.], batch size: 85, lr: 3.59e-04
2022-08-26 11:53:35,152 INFO [train.py:927] (2/8) Epoch 10, batch 22550, giga_loss[loss=0.2346, simple_loss=0.3155, pruned_loss=0.07688, over 12381.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07038, over 211.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2944, pruned_loss=0.0644, over 2473893.92 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06357, over 17597.82 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2984, pruned_loss=0.07195, over 2468045.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06738, over 8026.35 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2935, pruned_loss=0.06339, over 2474000.73 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06262, over 18337.39 utterances.], batch size: 211, lr: 3.59e-04
2022-08-26 11:55:12,713 INFO [train.py:927] (2/8) Epoch 10, batch 22600, giga_loss[loss=0.1711, simple_loss=0.2646, pruned_loss=0.03878, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02775, over 70.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2932, pruned_loss=0.06311, over 2473341.17 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05997, over 17120.00 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2984, pruned_loss=0.07202, over 2467924.77 frames. utt_duration=1226 frames, utt_pad_proportion=0.06969, over 8061.95 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2924, pruned_loss=0.06199, over 2473710.80 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05833, over 17980.11 utterances.], batch size: 70, lr: 3.59e-04
2022-08-26 11:56:54,668 INFO [train.py:927] (2/8) Epoch 10, batch 22650, giga_loss[loss=0.2291, simple_loss=0.3105, pruned_loss=0.07383, over 12377.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0701, over 211.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.293, pruned_loss=0.06299, over 2473343.02 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05925, over 17267.09 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2985, pruned_loss=0.07217, over 2467977.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.06941, over 8055.64 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2922, pruned_loss=0.06196, over 2473612.22 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05807, over 17983.21 utterances.], batch size: 211, lr: 3.59e-04
2022-08-26 11:58:34,453 INFO [train.py:927] (2/8) Epoch 10, batch 22700, giga_loss[loss=0.2377, simple_loss=0.3223, pruned_loss=0.0766, over 12371.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06676, over 210.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2954, pruned_loss=0.06407, over 2473672.77 frames. utt_duration=553.4 frames, utt_pad_proportion=0.06096, over 17926.95 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2987, pruned_loss=0.07234, over 2468213.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.06877, over 8061.72 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2946, pruned_loss=0.06298, over 2473753.97 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06017, over 18606.19 utterances.], batch size: 210, lr: 3.59e-04
2022-08-26 12:00:17,777 INFO [train.py:927] (2/8) Epoch 10, batch 22750, giga_loss[loss=0.1989, simple_loss=0.2899, pruned_loss=0.05392, over 12374.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.06482, over 2474113.47 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05798, over 17300.74 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2993, pruned_loss=0.0726, over 2468617.85 frames. utt_duration=1216 frames, utt_pad_proportion=0.07138, over 8128.69 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2962, pruned_loss=0.06347, over 2473986.13 frames. utt_duration=548.6 frames, utt_pad_proportion=0.05621, over 18088.24 utterances.], batch size: 122, lr: 3.59e-04
2022-08-26 12:01:57,993 INFO [train.py:927] (2/8) Epoch 10, batch 22800, libri_loss[loss=0.2487, simple_loss=0.3202, pruned_loss=0.08862, over 12464.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005004, over 35.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06556, over 2473962.99 frames. utt_duration=570.2 frames, utt_pad_proportion=0.05893, over 17399.18 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2994, pruned_loss=0.07272, over 2468794.59 frames. utt_duration=1220 frames, utt_pad_proportion=0.07061, over 8102.90 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06428, over 2473749.02 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05777, over 18176.52 utterances.], batch size: 35, lr: 3.59e-04
2022-08-26 12:03:36,817 INFO [train.py:927] (2/8) Epoch 10, batch 22850, giga_loss[loss=0.1981, simple_loss=0.2924, pruned_loss=0.05193, over 12353.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02951, over 70.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.06478, over 2474094.82 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05731, over 17181.57 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2992, pruned_loss=0.07271, over 2468903.62 frames. utt_duration=1222 frames, utt_pad_proportion=0.07039, over 8091.39 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2967, pruned_loss=0.06376, over 2473851.23 frames. utt_duration=556.1 frames, utt_pad_proportion=0.0565, over 17841.43 utterances.], batch size: 70, lr: 3.59e-04
2022-08-26 12:05:17,469 INFO [train.py:927] (2/8) Epoch 10, batch 22900, giga_loss[loss=0.2746, simple_loss=0.3444, pruned_loss=0.1024, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2955, pruned_loss=0.06414, over 2474768.40 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05561, over 17703.31 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2995, pruned_loss=0.07278, over 2469007.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.06986, over 8079.49 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2947, pruned_loss=0.0632, over 2474533.83 frames. utt_duration=542 frames, utt_pad_proportion=0.0552, over 18312.74 utterances.], batch size: 259, lr: 3.59e-04
2022-08-26 12:06:56,504 INFO [train.py:927] (2/8) Epoch 10, batch 22950, giga_loss[loss=0.1926, simple_loss=0.2858, pruned_loss=0.04974, over 12330.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03376, over 62.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2974, pruned_loss=0.06413, over 2475160.02 frames. utt_duration=541.2 frames, utt_pad_proportion=0.05672, over 18345.54 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07277, over 2469020.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06938, over 8061.76 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2966, pruned_loss=0.06333, over 2475012.69 frames. utt_duration=524.5 frames, utt_pad_proportion=0.05653, over 18928.85 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:08:33,935 INFO [train.py:927] (2/8) Epoch 10, batch 23000, giga_loss[loss=0.2226, simple_loss=0.3041, pruned_loss=0.07057, over 12347.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2973, pruned_loss=0.06432, over 2474964.89 frames. utt_duration=534 frames, utt_pad_proportion=0.0544, over 18592.72 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2995, pruned_loss=0.07278, over 2468901.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06916, over 8050.45 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2967, pruned_loss=0.06365, over 2474966.82 frames. utt_duration=519.9 frames, utt_pad_proportion=0.05437, over 19098.06 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:10:13,235 INFO [train.py:927] (2/8) Epoch 10, batch 23050, giga_loss[loss=0.2002, simple_loss=0.2799, pruned_loss=0.06029, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02854, over 45.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2956, pruned_loss=0.06432, over 2474750.13 frames. utt_duration=532.8 frames, utt_pad_proportion=0.05715, over 18631.18 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3002, pruned_loss=0.07282, over 2469002.31 frames. utt_duration=1229 frames, utt_pad_proportion=0.06835, over 8046.39 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2945, pruned_loss=0.0636, over 2474756.73 frames. utt_duration=516.4 frames, utt_pad_proportion=0.05727, over 19226.31 utterances.], batch size: 45, lr: 3.58e-04
2022-08-26 12:11:50,623 INFO [train.py:927] (2/8) Epoch 10, batch 23100, giga_loss[loss=0.1991, simple_loss=0.2696, pruned_loss=0.06435, over 12324.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03287, over 51.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2936, pruned_loss=0.06437, over 2475185.29 frames. utt_duration=531 frames, utt_pad_proportion=0.06149, over 18699.73 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3004, pruned_loss=0.0732, over 2469395.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.06683, over 8011.50 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2923, pruned_loss=0.06321, over 2474984.93 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06192, over 19493.43 utterances.], batch size: 51, lr: 3.58e-04
2022-08-26 12:13:29,867 INFO [train.py:927] (2/8) Epoch 10, batch 23150, giga_loss[loss=0.2102, simple_loss=0.2974, pruned_loss=0.06155, over 12349.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2895, pruned_loss=0.06264, over 2474462.13 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05958, over 17733.78 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3002, pruned_loss=0.07315, over 2469365.15 frames. utt_duration=1237 frames, utt_pad_proportion=0.06593, over 7994.28 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2886, pruned_loss=0.06162, over 2474430.93 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06032, over 18564.94 utterances.], batch size: 62, lr: 3.58e-04
2022-08-26 12:15:08,052 INFO [train.py:927] (2/8) Epoch 10, batch 23200, giga_loss[loss=0.1957, simple_loss=0.2793, pruned_loss=0.05607, over 12357.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03207, over 85.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2857, pruned_loss=0.06137, over 2474078.81 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06327, over 17538.10 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3003, pruned_loss=0.07319, over 2469333.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06607, over 8013.10 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2847, pruned_loss=0.06035, over 2474154.82 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06367, over 18314.08 utterances.], batch size: 85, lr: 3.58e-04
2022-08-26 12:16:46,532 INFO [train.py:927] (2/8) Epoch 10, batch 23250, giga_loss[loss=0.2323, simple_loss=0.3034, pruned_loss=0.08058, over 12356.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2868, pruned_loss=0.06131, over 2474512.73 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06554, over 17680.48 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3001, pruned_loss=0.07307, over 2469355.42 frames. utt_duration=1238 frames, utt_pad_proportion=0.06536, over 7989.00 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.286, pruned_loss=0.06046, over 2474617.58 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06602, over 18447.04 utterances.], batch size: 364, lr: 3.58e-04
2022-08-26 12:18:23,782 INFO [train.py:927] (2/8) Epoch 10, batch 23300, giga_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.0531, over 12349.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03219, over 85.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2902, pruned_loss=0.06246, over 2473917.15 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06349, over 17615.47 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3002, pruned_loss=0.07305, over 2469578.35 frames. utt_duration=1240 frames, utt_pad_proportion=0.06485, over 7976.15 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2894, pruned_loss=0.06171, over 2473842.86 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06412, over 18313.62 utterances.], batch size: 85, lr: 3.58e-04
2022-08-26 12:20:03,296 INFO [train.py:927] (2/8) Epoch 10, batch 23350, giga_loss[loss=0.2253, simple_loss=0.3094, pruned_loss=0.07062, over 12384.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2919, pruned_loss=0.06324, over 2474530.78 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06032, over 17335.03 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3, pruned_loss=0.07299, over 2469877.08 frames. utt_duration=1240 frames, utt_pad_proportion=0.06399, over 7974.22 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.291, pruned_loss=0.06225, over 2474378.34 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06127, over 18285.58 utterances.], batch size: 133, lr: 3.58e-04
2022-08-26 12:21:47,891 INFO [train.py:927] (2/8) Epoch 10, batch 23400, giga_loss[loss=0.2633, simple_loss=0.342, pruned_loss=0.09235, over 12373.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2979, pruned_loss=0.06706, over 2474253.00 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06105, over 17955.54 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07303, over 2469649.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.06282, over 7957.02 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2971, pruned_loss=0.06605, over 2474432.10 frames. utt_duration=524 frames, utt_pad_proportion=0.06217, over 18942.13 utterances.], batch size: 182, lr: 3.58e-04
2022-08-26 12:23:27,489 INFO [train.py:927] (2/8) Epoch 10, batch 23450, giga_loss[loss=0.2301, simple_loss=0.3045, pruned_loss=0.07788, over 12359.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02888, over 48.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3045, pruned_loss=0.07143, over 2473859.13 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05815, over 18236.20 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3, pruned_loss=0.07311, over 2469277.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.06152, over 7933.71 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3039, pruned_loss=0.07044, over 2474427.53 frames. utt_duration=514.1 frames, utt_pad_proportion=0.05962, over 19307.66 utterances.], batch size: 48, lr: 3.58e-04
2022-08-26 12:25:09,561 INFO [train.py:927] (2/8) Epoch 10, batch 23500, giga_loss[loss=0.2757, simple_loss=0.3474, pruned_loss=0.1021, over 12376.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04212, over 133.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3113, pruned_loss=0.07682, over 2473300.68 frames. utt_duration=533.8 frames, utt_pad_proportion=0.0591, over 18583.28 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2998, pruned_loss=0.0731, over 2469129.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06059, over 7915.71 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3111, pruned_loss=0.07604, over 2473989.85 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06048, over 19677.93 utterances.], batch size: 133, lr: 3.58e-04
2022-08-26 12:26:54,802 INFO [train.py:927] (2/8) Epoch 10, batch 23550, giga_loss[loss=0.3725, simple_loss=0.4019, pruned_loss=0.1716, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.315, pruned_loss=0.07961, over 2473573.07 frames. utt_duration=529 frames, utt_pad_proportion=0.05962, over 18757.39 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2998, pruned_loss=0.07313, over 2469144.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.06035, over 7917.13 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3149, pruned_loss=0.07901, over 2474119.81 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06077, over 19664.93 utterances.], batch size: 259, lr: 3.58e-04
2022-08-26 12:28:41,404 INFO [train.py:927] (2/8) Epoch 10, batch 23600, giga_loss[loss=0.3402, simple_loss=0.3822, pruned_loss=0.1491, over 12345.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2021, over 368.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3193, pruned_loss=0.08338, over 2473820.20 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06356, over 19330.20 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2995, pruned_loss=0.07266, over 2469256.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05931, over 7877.54 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3199, pruned_loss=0.08356, over 2474254.57 frames. utt_duration=487.8 frames, utt_pad_proportion=0.06462, over 20352.73 utterances.], batch size: 368, lr: 3.58e-04
2022-08-26 12:30:29,097 INFO [train.py:927] (2/8) Epoch 10, batch 23650, giga_loss[loss=0.2398, simple_loss=0.3134, pruned_loss=0.08312, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04101, over 33.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3246, pruned_loss=0.08851, over 2473776.69 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07355, over 20928.12 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2993, pruned_loss=0.07253, over 2469428.30 frames. utt_duration=1259 frames, utt_pad_proportion=0.05841, over 7854.20 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3256, pruned_loss=0.08899, over 2474043.00 frames. utt_duration=451.9 frames, utt_pad_proportion=0.0742, over 21969.63 utterances.], batch size: 33, lr: 3.58e-04
2022-08-26 12:32:14,379 INFO [train.py:927] (2/8) Epoch 10, batch 23700, giga_loss[loss=0.3165, simple_loss=0.3626, pruned_loss=0.1352, over 12340.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.326, pruned_loss=0.09055, over 2473980.92 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07817, over 21686.71 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2996, pruned_loss=0.07264, over 2469672.15 frames. utt_duration=1259 frames, utt_pad_proportion=0.05738, over 7857.70 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3272, pruned_loss=0.09122, over 2474088.20 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07892, over 22816.66 utterances.], batch size: 369, lr: 3.58e-04
2022-08-26 12:33:55,901 INFO [train.py:927] (2/8) Epoch 10, batch 23750, giga_loss[loss=0.2762, simple_loss=0.334, pruned_loss=0.1092, over 12346.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3277, pruned_loss=0.09154, over 2473468.99 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08326, over 22286.11 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2994, pruned_loss=0.07244, over 2469459.74 frames. utt_duration=1248 frames, utt_pad_proportion=0.06096, over 7927.26 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3295, pruned_loss=0.09273, over 2473826.47 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08269, over 23497.51 utterances.], batch size: 369, lr: 3.58e-04
2022-08-26 12:35:42,332 INFO [train.py:927] (2/8) Epoch 10, batch 23800, giga_loss[loss=0.2919, simple_loss=0.3391, pruned_loss=0.1223, over 12349.00 frames. utt_duration=138.3 frames, utt_pad_proportion=0.1867, over 361.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3278, pruned_loss=0.0909, over 2473680.26 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0845, over 23069.35 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2997, pruned_loss=0.07259, over 2469213.65 frames. utt_duration=1247 frames, utt_pad_proportion=0.0606, over 7929.26 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3293, pruned_loss=0.09197, over 2474267.52 frames. utt_duration=409.8 frames, utt_pad_proportion=0.08423, over 24239.89 utterances.], batch size: 361, lr: 3.58e-04
2022-08-26 12:37:28,741 INFO [train.py:927] (2/8) Epoch 10, batch 23850, giga_loss[loss=0.2675, simple_loss=0.3352, pruned_loss=0.09984, over 12368.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3268, pruned_loss=0.08901, over 2474208.40 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08472, over 23340.25 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3, pruned_loss=0.07266, over 2469111.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06417, over 7994.02 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3282, pruned_loss=0.09002, over 2474816.74 frames. utt_duration=407 frames, utt_pad_proportion=0.08371, over 24407.31 utterances.], batch size: 97, lr: 3.58e-04
2022-08-26 12:39:10,735 INFO [train.py:927] (2/8) Epoch 10, batch 23900, giga_loss[loss=0.2524, simple_loss=0.3191, pruned_loss=0.09289, over 12408.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0498, over 161.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3233, pruned_loss=0.08634, over 2474202.95 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08064, over 22901.65 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2996, pruned_loss=0.07255, over 2468938.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06374, over 7992.05 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3255, pruned_loss=0.08771, over 2475006.85 frames. utt_duration=410.2 frames, utt_pad_proportion=0.08032, over 24222.25 utterances.], batch size: 161, lr: 3.58e-04
2022-08-26 12:40:55,703 INFO [train.py:927] (2/8) Epoch 10, batch 23950, giga_loss[loss=0.2241, simple_loss=0.3059, pruned_loss=0.07116, over 12319.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02866, over 74.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.322, pruned_loss=0.08587, over 2474398.77 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08602, over 23887.53 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2994, pruned_loss=0.07239, over 2468776.01 frames. utt_duration=1239 frames, utt_pad_proportion=0.06304, over 7979.24 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3243, pruned_loss=0.08727, over 2475263.10 frames. utt_duration=395.3 frames, utt_pad_proportion=0.08579, over 25139.69 utterances.], batch size: 74, lr: 3.58e-04
2022-08-26 12:42:49,521 INFO [train.py:927] (2/8) Epoch 10, batch 24000, giga_loss[loss=0.2123, simple_loss=0.3036, pruned_loss=0.06048, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03525, over 51.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.08467, over 2475060.82 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08487, over 23440.23 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2993, pruned_loss=0.07238, over 2469166.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06213, over 7954.84 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3232, pruned_loss=0.08603, over 2475506.98 frames. utt_duration=401.8 frames, utt_pad_proportion=0.0851, over 24734.00 utterances.], batch size: 51, lr: 3.58e-04
2022-08-26 12:42:49,522 INFO [train.py:958] (2/8) Computing validation loss
2022-08-26 12:43:04,617 INFO [train.py:967] (2/8) Epoch 10, validation: loss=0.1951, simple_loss=0.3125, pruned_loss=0.03882, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 12:44:47,105 INFO [train.py:927] (2/8) Epoch 10, batch 24050, giga_loss[loss=0.2346, simple_loss=0.3176, pruned_loss=0.07585, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03512, over 105.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3216, pruned_loss=0.08326, over 2474256.95 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08013, over 22541.19 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2994, pruned_loss=0.07241, over 2468925.51 frames. utt_duration=1247 frames, utt_pad_proportion=0.06136, over 7930.20 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3238, pruned_loss=0.08459, over 2474954.39 frames. utt_duration=415 frames, utt_pad_proportion=0.08093, over 23940.87 utterances.], batch size: 105, lr: 3.58e-04
2022-08-26 12:46:32,640 INFO [train.py:927] (2/8) Epoch 10, batch 24100, giga_loss[loss=0.2453, simple_loss=0.326, pruned_loss=0.08229, over 12383.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.04193, over 34.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3203, pruned_loss=0.08238, over 2474795.49 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07824, over 22079.98 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2995, pruned_loss=0.07247, over 2469068.74 frames. utt_duration=1248 frames, utt_pad_proportion=0.06094, over 7925.94 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3222, pruned_loss=0.08347, over 2475264.03 frames. utt_duration=426 frames, utt_pad_proportion=0.07918, over 23320.96 utterances.], batch size: 34, lr: 3.58e-04
2022-08-26 12:48:17,392 INFO [train.py:927] (2/8) Epoch 10, batch 24150, giga_loss[loss=0.2216, simple_loss=0.3001, pruned_loss=0.07153, over 12452.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03075, over 55.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3184, pruned_loss=0.08164, over 2474680.15 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07657, over 21181.20 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2999, pruned_loss=0.07253, over 2468982.74 frames. utt_duration=1249 frames, utt_pad_proportion=0.06024, over 7917.13 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3198, pruned_loss=0.08257, over 2475195.54 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07775, over 22362.65 utterances.], batch size: 55, lr: 3.58e-04
2022-08-26 12:50:03,042 INFO [train.py:927] (2/8) Epoch 10, batch 24200, giga_loss[loss=0.2643, simple_loss=0.3565, pruned_loss=0.08605, over 12330.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03535, over 51.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3177, pruned_loss=0.08015, over 2474405.33 frames. utt_duration=483 frames, utt_pad_proportion=0.07525, over 20554.14 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3, pruned_loss=0.07256, over 2468810.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.05934, over 7894.95 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.319, pruned_loss=0.08102, over 2475067.37 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07667, over 21743.20 utterances.], batch size: 51, lr: 3.58e-04
2022-08-26 12:51:44,753 INFO [train.py:927] (2/8) Epoch 10, batch 24250, giga_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05997, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3167, pruned_loss=0.07974, over 2474935.35 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07247, over 19944.66 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2999, pruned_loss=0.07264, over 2469125.43 frames. utt_duration=1257 frames, utt_pad_proportion=0.05765, over 7867.40 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3185, pruned_loss=0.08067, over 2475411.18 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07452, over 21416.48 utterances.], batch size: 70, lr: 3.58e-04