2022-08-26 17:12:43,649 INFO [train.py:1020] (3/8) Training started
2022-08-26 17:12:43,650 INFO [train.py:1030] (3/8) Device: cuda:3
2022-08-26 17:12:43,653 INFO [train.py:1039] (3/8) {'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': 10, '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}
2022-08-26 17:12:43,653 INFO [train.py:1041] (3/8) About to create model
2022-08-26 17:12:44,279 INFO [train.py:460] (3/8) Use giga
2022-08-26 17:12:44,335 INFO [train.py:1045] (3/8) Number of model parameters: 86241344
2022-08-26 17:12:44,336 INFO [checkpoint.py:112] (3/8) Loading checkpoint from lstm_transducer_stateless2/exp/epoch-9.pt
2022-08-26 17:12:56,179 INFO [train.py:1060] (3/8) Using DDP
2022-08-26 17:12:57,339 INFO [train.py:1068] (3/8) Loading optimizer state dict
2022-08-26 17:12:58,701 INFO [train.py:1076] (3/8) Loading scheduler state dict
2022-08-26 17:12:58,701 INFO [librispeech.py:43] (3/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-26 17:12:58,792 INFO [librispeech.py:48] (3/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-26 17:12:58,794 INFO [librispeech.py:53] (3/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-26 17:12:58,796 INFO [train.py:1104] (3/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-26 17:12:58,796 INFO [gigaspeech.py:46] (3/8) About to get train-XL cuts
2022-08-26 17:12:58,826 INFO [gigaspeech.py:62] (3/8) Loading 1998 splits
2022-08-26 17:13:13,249 INFO [asr_datamodule.py:168] (3/8) Enable MUSAN
2022-08-26 17:13:13,249 INFO [asr_datamodule.py:180] (3/8) Enable SpecAugment
2022-08-26 17:13:13,249 INFO [asr_datamodule.py:181] (3/8) Time warp factor: 80
2022-08-26 17:13:13,249 INFO [asr_datamodule.py:196] (3/8) About to create train dataset
2022-08-26 17:13:13,249 INFO [asr_datamodule.py:227] (3/8) Using DynamicBucketingSampler.
2022-08-26 17:13:16,314 INFO [asr_datamodule.py:236] (3/8) About to create train dataloader
2022-08-26 17:13:16,315 INFO [asr_datamodule.py:168] (3/8) Enable MUSAN
2022-08-26 17:13:16,315 INFO [asr_datamodule.py:180] (3/8) Enable SpecAugment
2022-08-26 17:13:16,315 INFO [asr_datamodule.py:181] (3/8) Time warp factor: 80
2022-08-26 17:13:16,315 INFO [asr_datamodule.py:196] (3/8) About to create train dataset
2022-08-26 17:13:16,315 INFO [asr_datamodule.py:227] (3/8) Using DynamicBucketingSampler.
2022-08-26 17:13:20,071 INFO [asr_datamodule.py:236] (3/8) About to create train dataloader
2022-08-26 17:13:20,071 INFO [librispeech.py:68] (3/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-26 17:13:20,073 INFO [librispeech.py:73] (3/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-26 17:13:20,074 INFO [asr_datamodule.py:249] (3/8) About to create dev dataset
2022-08-26 17:13:20,414 INFO [asr_datamodule.py:270] (3/8) About to create dev dataloader
2022-08-26 17:13:20,414 INFO [train.py:1156] (3/8) Skip scan_pessimistic_batches_for_oom
2022-08-26 17:13:20,414 INFO [train.py:1160] (3/8) Loading grad scaler state dict
2022-08-26 17:15:30,144 INFO [train.py:927] (3/8) Epoch 10, batch 50, giga_loss[loss=0.2403, simple_loss=0.322, pruned_loss=0.07924, over 12361.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03072, over 51.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3175, pruned_loss=0.0705, over 548960.74 frames. utt_duration=548 frames, utt_pad_proportion=0.05999, over 4017.75 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2827, pruned_loss=0.05569, over 109174.31 frames. utt_duration=1497 frames, utt_pad_proportion=0.008194, over 291.97 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3252, pruned_loss=0.0738, over 460079.06 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06334, over 3823.15 utterances.], batch size: 51, lr: 3.75e-04
2022-08-26 17:17:10,730 INFO [train.py:927] (3/8) Epoch 10, batch 100, giga_loss[loss=0.172, simple_loss=0.2569, pruned_loss=0.04352, over 12165.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.03417, over 30.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2955, pruned_loss=0.06196, over 975845.47 frames. utt_duration=555.2 frames, utt_pad_proportion=0.07154, over 7048.81 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2826, pruned_loss=0.05571, over 156081.17 frames. utt_duration=1484 frames, utt_pad_proportion=0.01317, over 421.06 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2977, pruned_loss=0.06302, over 874953.51 frames. utt_duration=510.3 frames, utt_pad_proportion=0.074, over 6878.76 utterances.], batch size: 30, lr: 3.75e-04
2022-08-26 17:18:53,041 INFO [train.py:927] (3/8) Epoch 10, batch 150, giga_loss[loss=0.1676, simple_loss=0.2541, pruned_loss=0.04057, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05066, over 161.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2814, pruned_loss=0.05637, over 1308079.99 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06612, over 9374.01 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2842, pruned_loss=0.05497, over 224906.18 frames. utt_duration=1460 frames, utt_pad_proportion=0.01155, over 616.91 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2816, pruned_loss=0.05687, over 1191414.57 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06868, over 9272.95 utterances.], batch size: 161, lr: 3.75e-04
2022-08-26 17:20:32,332 INFO [train.py:927] (3/8) Epoch 10, batch 200, giga_loss[loss=0.1784, simple_loss=0.2546, pruned_loss=0.05112, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.1877, simple_loss=0.271, pruned_loss=0.05216, over 1566748.41 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06085, over 11215.72 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2882, pruned_loss=0.05597, over 280836.04 frames. utt_duration=1449 frames, utt_pad_proportion=0.01062, over 775.83 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2694, pruned_loss=0.05197, over 1450372.27 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06331, over 11214.22 utterances.], batch size: 97, lr: 3.75e-04
2022-08-26 17:22:11,820 INFO [train.py:927] (3/8) Epoch 10, batch 250, giga_loss[loss=0.2377, simple_loss=0.2915, pruned_loss=0.09194, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.2657, pruned_loss=0.05073, over 1767462.10 frames. utt_duration=523.6 frames, utt_pad_proportion=0.07255, over 13541.03 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2868, pruned_loss=0.05542, over 313455.01 frames. utt_duration=1457 frames, utt_pad_proportion=0.01017, over 861.74 utterances.], giga_tot_loss[loss=0.1826, simple_loss=0.2641, pruned_loss=0.05052, over 1664902.94 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07448, over 13613.43 utterances.], batch size: 259, lr: 3.75e-04
2022-08-26 17:23:49,373 INFO [train.py:927] (3/8) Epoch 10, batch 300, giga_loss[loss=0.1618, simple_loss=0.2444, pruned_loss=0.03959, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03478, over 62.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2635, pruned_loss=0.05005, over 1923610.09 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0717, over 14687.59 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2883, pruned_loss=0.05609, over 387468.10 frames. utt_duration=1436 frames, utt_pad_proportion=0.01024, over 1080.32 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.261, pruned_loss=0.04949, over 1821750.55 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07409, over 14975.53 utterances.], batch size: 62, lr: 3.75e-04
2022-08-26 17:25:29,364 INFO [train.py:927] (3/8) Epoch 10, batch 350, giga_loss[loss=0.1299, simple_loss=0.2113, pruned_loss=0.02424, over 12411.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1783, simple_loss=0.2603, pruned_loss=0.04811, over 2045780.40 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07263, over 16535.48 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2909, pruned_loss=0.05632, over 408120.82 frames. utt_duration=1428 frames, utt_pad_proportion=0.01037, over 1144.38 utterances.], giga_tot_loss[loss=0.1763, simple_loss=0.2575, pruned_loss=0.04749, over 1961534.05 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07454, over 16839.19 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:27:11,505 INFO [train.py:927] (3/8) Epoch 10, batch 400, giga_loss[loss=0.1673, simple_loss=0.2605, pruned_loss=0.03704, over 12366.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.03218, over 104.00 utterances.], tot_loss[loss=0.1752, simple_loss=0.257, pruned_loss=0.04669, over 2140548.65 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06884, over 16789.82 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05679, over 438871.46 frames. utt_duration=1421 frames, utt_pad_proportion=0.01019, over 1236.74 utterances.], giga_tot_loss[loss=0.173, simple_loss=0.2541, pruned_loss=0.04594, over 2069010.95 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07074, over 17158.03 utterances.], batch size: 104, lr: 3.75e-04
2022-08-26 17:28:53,154 INFO [train.py:927] (3/8) Epoch 10, batch 450, giga_loss[loss=0.1338, simple_loss=0.2173, pruned_loss=0.02513, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.02979, over 62.00 utterances.], tot_loss[loss=0.1713, simple_loss=0.2528, pruned_loss=0.04488, over 2214621.89 frames. utt_duration=539 frames, utt_pad_proportion=0.06426, over 16480.97 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2893, pruned_loss=0.05618, over 489082.60 frames. utt_duration=1432 frames, utt_pad_proportion=0.009745, over 1367.51 utterances.], giga_tot_loss[loss=0.1691, simple_loss=0.25, pruned_loss=0.04412, over 2151093.99 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06641, over 16998.13 utterances.], batch size: 62, lr: 3.75e-04
2022-08-26 17:30:34,719 INFO [train.py:927] (3/8) Epoch 10, batch 500, giga_loss[loss=0.166, simple_loss=0.2588, pruned_loss=0.03656, over 12391.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02956, over 58.00 utterances.], tot_loss[loss=0.1776, simple_loss=0.2593, pruned_loss=0.04793, over 2272100.12 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06531, over 17669.50 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2885, pruned_loss=0.05615, over 528129.24 frames. utt_duration=1424 frames, utt_pad_proportion=0.01157, over 1485.44 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2567, pruned_loss=0.04721, over 2217864.95 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06711, over 18256.90 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:32:17,189 INFO [train.py:927] (3/8) Epoch 10, batch 550, libri_loss[loss=0.2059, simple_loss=0.2954, pruned_loss=0.05823, over 12287.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006721, over 37.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2714, pruned_loss=0.05322, over 2317002.33 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06345, over 17297.95 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05649, over 604092.55 frames. utt_duration=1352 frames, utt_pad_proportion=0.03402, over 1788.81 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.2686, pruned_loss=0.05245, over 2267116.42 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06378, over 18063.06 utterances.], batch size: 37, lr: 3.75e-04
2022-08-26 17:33:59,218 INFO [train.py:927] (3/8) Epoch 10, batch 600, giga_loss[loss=0.1703, simple_loss=0.2752, pruned_loss=0.03271, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03153, over 58.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2792, pruned_loss=0.05594, over 2351927.74 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06365, over 17745.73 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2891, pruned_loss=0.05667, over 631767.47 frames. utt_duration=1358 frames, utt_pad_proportion=0.03283, over 1862.67 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.277, pruned_loss=0.05532, over 2310887.80 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06418, over 18509.13 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:35:37,498 INFO [train.py:927] (3/8) Epoch 10, batch 650, giga_loss[loss=0.1999, simple_loss=0.2902, pruned_loss=0.05481, over 12342.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2831, pruned_loss=0.05696, over 2378910.94 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06436, over 18406.82 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2881, pruned_loss=0.05616, over 658996.34 frames. utt_duration=1371 frames, utt_pad_proportion=0.03216, over 1924.42 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2815, pruned_loss=0.05661, over 2345275.39 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06492, over 19162.05 utterances.], batch size: 62, lr: 3.75e-04
2022-08-26 17:37:16,280 INFO [train.py:927] (3/8) Epoch 10, batch 700, giga_loss[loss=0.233, simple_loss=0.3141, pruned_loss=0.07593, over 12438.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2873, pruned_loss=0.05919, over 2400204.91 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06256, over 17525.32 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2885, pruned_loss=0.05634, over 703938.57 frames. utt_duration=1326 frames, utt_pad_proportion=0.0462, over 2125.23 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.286, pruned_loss=0.05894, over 2371496.88 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06212, over 18308.20 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:39:03,920 INFO [train.py:927] (3/8) Epoch 10, batch 750, giga_loss[loss=0.1878, simple_loss=0.2889, pruned_loss=0.04328, over 12275.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2918, pruned_loss=0.06093, over 2415663.82 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06429, over 17261.18 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2898, pruned_loss=0.0571, over 755924.35 frames. utt_duration=1329 frames, utt_pad_proportion=0.0437, over 2277.37 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2904, pruned_loss=0.06064, over 2391265.97 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06435, over 18159.31 utterances.], batch size: 54, lr: 3.75e-04
2022-08-26 17:40:45,769 INFO [train.py:927] (3/8) Epoch 10, batch 800, giga_loss[loss=0.202, simple_loss=0.2946, pruned_loss=0.0547, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02894, over 45.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2963, pruned_loss=0.06235, over 2428146.84 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06497, over 17759.30 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2899, pruned_loss=0.05706, over 764455.73 frames. utt_duration=1330 frames, utt_pad_proportion=0.04312, over 2300.98 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.06216, over 2408887.18 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06509, over 18509.39 utterances.], batch size: 45, lr: 3.75e-04
2022-08-26 17:42:26,571 INFO [train.py:927] (3/8) Epoch 10, batch 850, giga_loss[loss=0.2017, simple_loss=0.2943, pruned_loss=0.05456, over 12477.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04084, over 31.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2969, pruned_loss=0.06146, over 2437745.50 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06396, over 17229.63 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2902, pruned_loss=0.0574, over 781302.60 frames. utt_duration=1337 frames, utt_pad_proportion=0.04212, over 2340.87 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2961, pruned_loss=0.06125, over 2422420.64 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06426, over 17915.55 utterances.], batch size: 31, lr: 3.75e-04
2022-08-26 17:44:08,729 INFO [train.py:927] (3/8) Epoch 10, batch 900, giga_loss[loss=0.1864, simple_loss=0.2774, pruned_loss=0.04771, over 12305.00 frames. utt_duration=850.2 frames, utt_pad_proportion=0.03611, over 58.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06234, over 2444887.05 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06322, over 17243.35 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2916, pruned_loss=0.05843, over 831098.59 frames. utt_duration=1301 frames, utt_pad_proportion=0.05322, over 2559.10 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2974, pruned_loss=0.06199, over 2432041.37 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06241, over 17982.47 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:45:52,733 INFO [train.py:927] (3/8) Epoch 10, batch 950, giga_loss[loss=0.1952, simple_loss=0.2831, pruned_loss=0.0536, over 12441.00 frames. utt_duration=859.2 frames, utt_pad_proportion=0.02588, over 58.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3003, pruned_loss=0.06517, over 2451037.60 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06603, over 17468.17 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2924, pruned_loss=0.05894, over 847637.30 frames. utt_duration=1262 frames, utt_pad_proportion=0.066, over 2689.97 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.0648, over 2440574.42 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06383, over 18066.28 utterances.], batch size: 58, lr: 3.75e-04
2022-08-26 17:47:32,496 INFO [train.py:927] (3/8) Epoch 10, batch 1000, giga_loss[loss=0.2215, simple_loss=0.2943, pruned_loss=0.07437, over 12447.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03113, over 80.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2994, pruned_loss=0.06546, over 2454851.53 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06415, over 17089.90 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.292, pruned_loss=0.05834, over 895469.80 frames. utt_duration=1264 frames, utt_pad_proportion=0.06422, over 2836.82 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.299, pruned_loss=0.06554, over 2446191.37 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06266, over 17830.47 utterances.], batch size: 80, lr: 3.75e-04
2022-08-26 17:49:11,421 INFO [train.py:927] (3/8) Epoch 10, batch 1050, libri_loss[loss=0.2252, simple_loss=0.3108, pruned_loss=0.06982, over 12289.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005878, over 37.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2985, pruned_loss=0.06539, over 2458691.73 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06283, over 16886.91 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2902, pruned_loss=0.05768, over 957239.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.06137, over 3008.41 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2991, pruned_loss=0.06595, over 2451317.42 frames. utt_duration=551 frames, utt_pad_proportion=0.06213, over 17844.38 utterances.], batch size: 37, lr: 3.75e-04
2022-08-26 17:50:53,554 INFO [train.py:927] (3/8) Epoch 10, batch 1100, giga_loss[loss=0.2055, simple_loss=0.2864, pruned_loss=0.06228, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06816, over 212.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06455, over 2462221.71 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06663, over 17226.84 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2908, pruned_loss=0.05792, over 1024302.47 frames. utt_duration=1276 frames, utt_pad_proportion=0.05831, over 3216.00 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2979, pruned_loss=0.06522, over 2455532.02 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06647, over 18396.20 utterances.], batch size: 212, lr: 3.75e-04
2022-08-26 17:52:34,936 INFO [train.py:927] (3/8) Epoch 10, batch 1150, libri_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05615, over 12453.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03369, over 46.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2928, pruned_loss=0.06284, over 2465043.98 frames. utt_duration=550.8 frames, utt_pad_proportion=0.07157, over 17950.48 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2905, pruned_loss=0.05782, over 1060256.43 frames. utt_duration=1274 frames, utt_pad_proportion=0.05664, over 3332.61 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2935, pruned_loss=0.06354, over 2459411.70 frames. utt_duration=516 frames, utt_pad_proportion=0.07157, over 19119.33 utterances.], batch size: 46, lr: 3.75e-04
2022-08-26 17:54:14,053 INFO [train.py:927] (3/8) Epoch 10, batch 1200, libri_loss[loss=0.1608, simple_loss=0.249, pruned_loss=0.03623, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008074, over 30.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2896, pruned_loss=0.06155, over 2466550.89 frames. utt_duration=532.9 frames, utt_pad_proportion=0.07174, over 18565.48 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2901, pruned_loss=0.0578, over 1115504.44 frames. utt_duration=1284 frames, utt_pad_proportion=0.05299, over 3479.39 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2904, pruned_loss=0.06227, over 2462017.11 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07246, over 19925.05 utterances.], batch size: 30, lr: 3.74e-04
2022-08-26 17:55:56,604 INFO [train.py:927] (3/8) Epoch 10, batch 1250, giga_loss[loss=0.169, simple_loss=0.2603, pruned_loss=0.03881, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2896, pruned_loss=0.06143, over 2468195.42 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06587, over 18071.39 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.0577, over 1142195.19 frames. utt_duration=1288 frames, utt_pad_proportion=0.05148, over 3552.35 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2902, pruned_loss=0.06212, over 2464749.37 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06716, over 19365.33 utterances.], batch size: 58, lr: 3.74e-04
2022-08-26 17:57:38,782 INFO [train.py:927] (3/8) Epoch 10, batch 1300, giga_loss[loss=0.1886, simple_loss=0.2632, pruned_loss=0.05706, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0274, over 45.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2872, pruned_loss=0.06097, over 2469110.13 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06554, over 17536.75 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2902, pruned_loss=0.05767, over 1162097.10 frames. utt_duration=1290 frames, utt_pad_proportion=0.05023, over 3607.79 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2876, pruned_loss=0.06157, over 2466292.30 frames. utt_duration=529 frames, utt_pad_proportion=0.0669, over 18700.51 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 17:59:18,866 INFO [train.py:927] (3/8) Epoch 10, batch 1350, giga_loss[loss=0.1845, simple_loss=0.2685, pruned_loss=0.05029, over 12385.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.0265, over 91.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2844, pruned_loss=0.06005, over 2470236.24 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0603, over 16997.64 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2912, pruned_loss=0.05774, over 1175227.51 frames. utt_duration=1284 frames, utt_pad_proportion=0.05016, over 3664.60 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2843, pruned_loss=0.06052, over 2467946.58 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06175, over 17982.22 utterances.], batch size: 91, lr: 3.74e-04
2022-08-26 18:01:01,852 INFO [train.py:927] (3/8) Epoch 10, batch 1400, giga_loss[loss=0.1507, simple_loss=0.2413, pruned_loss=0.03009, over 12426.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03569, over 26.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2818, pruned_loss=0.05879, over 2469408.48 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0564, over 16037.12 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.0577, over 1207332.96 frames. utt_duration=1294 frames, utt_pad_proportion=0.04881, over 3736.11 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.281, pruned_loss=0.05921, over 2467513.88 frames. utt_duration=580.4 frames, utt_pad_proportion=0.05817, over 17050.23 utterances.], batch size: 26, lr: 3.74e-04
2022-08-26 18:02:42,678 INFO [train.py:927] (3/8) Epoch 10, batch 1450, giga_loss[loss=0.1706, simple_loss=0.2484, pruned_loss=0.04643, over 12482.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03326, over 40.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.279, pruned_loss=0.05768, over 2470426.60 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06026, over 16112.27 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.05724, over 1250885.74 frames. utt_duration=1300 frames, utt_pad_proportion=0.04634, over 3853.41 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2782, pruned_loss=0.05826, over 2468918.07 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06205, over 17208.19 utterances.], batch size: 40, lr: 3.74e-04
2022-08-26 18:04:25,862 INFO [train.py:927] (3/8) Epoch 10, batch 1500, giga_loss[loss=0.2053, simple_loss=0.2781, pruned_loss=0.06625, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04495, over 34.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2773, pruned_loss=0.05718, over 2471503.18 frames. utt_duration=639.1 frames, utt_pad_proportion=0.05593, over 15503.93 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.05738, over 1287223.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.04439, over 3955.57 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2762, pruned_loss=0.05757, over 2470082.12 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05825, over 16609.95 utterances.], batch size: 34, lr: 3.74e-04
2022-08-26 18:06:06,967 INFO [train.py:927] (3/8) Epoch 10, batch 1550, giga_loss[loss=0.1853, simple_loss=0.2639, pruned_loss=0.05331, over 12326.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03456, over 58.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2786, pruned_loss=0.05822, over 2472327.36 frames. utt_duration=637.4 frames, utt_pad_proportion=0.0556, over 15552.52 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2918, pruned_loss=0.05764, over 1310631.04 frames. utt_duration=1280 frames, utt_pad_proportion=0.05359, over 4100.21 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2775, pruned_loss=0.05842, over 2471314.61 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05575, over 16513.16 utterances.], batch size: 58, lr: 3.74e-04
2022-08-26 18:07:48,256 INFO [train.py:927] (3/8) Epoch 10, batch 1600, giga_loss[loss=0.3033, simple_loss=0.3553, pruned_loss=0.1256, over 12368.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1087, over 259.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2841, pruned_loss=0.06154, over 2472696.66 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06443, over 16696.45 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05799, over 1333571.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.06099, over 4238.34 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2828, pruned_loss=0.06155, over 2472011.39 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06259, over 17536.59 utterances.], batch size: 259, lr: 3.74e-04
2022-08-26 18:09:31,034 INFO [train.py:927] (3/8) Epoch 10, batch 1650, giga_loss[loss=0.2059, simple_loss=0.304, pruned_loss=0.05384, over 12431.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2889, pruned_loss=0.06283, over 2473037.13 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06294, over 16783.47 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2926, pruned_loss=0.05771, over 1361343.06 frames. utt_duration=1269 frames, utt_pad_proportion=0.05896, over 4294.81 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2876, pruned_loss=0.06307, over 2472896.47 frames. utt_duration=561 frames, utt_pad_proportion=0.06198, over 17679.61 utterances.], batch size: 75, lr: 3.74e-04
2022-08-26 18:11:13,869 INFO [train.py:927] (3/8) Epoch 10, batch 1700, giga_loss[loss=0.2775, simple_loss=0.3624, pruned_loss=0.09634, over 12349.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.213, simple_loss=0.295, pruned_loss=0.06545, over 2473473.89 frames. utt_duration=558.9 frames, utt_pad_proportion=0.07017, over 17748.61 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05788, over 1383820.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05898, over 4388.32 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2937, pruned_loss=0.06566, over 2472996.53 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06917, over 18604.61 utterances.], batch size: 97, lr: 3.74e-04
2022-08-26 18:12:53,999 INFO [train.py:927] (3/8) Epoch 10, batch 1750, giga_loss[loss=0.1793, simple_loss=0.2752, pruned_loss=0.04169, over 12310.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02917, over 74.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2968, pruned_loss=0.06559, over 2473694.44 frames. utt_duration=523.9 frames, utt_pad_proportion=0.07328, over 18940.36 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05789, over 1405501.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05758, over 4443.20 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.06591, over 2473272.11 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07286, over 19842.86 utterances.], batch size: 74, lr: 3.74e-04
2022-08-26 18:14:36,776 INFO [train.py:927] (3/8) Epoch 10, batch 1800, giga_loss[loss=0.1962, simple_loss=0.2805, pruned_loss=0.05596, over 12281.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03918, over 51.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2962, pruned_loss=0.06443, over 2474120.26 frames. utt_duration=516.4 frames, utt_pad_proportion=0.07435, over 19218.54 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05789, over 1405501.91 frames. utt_duration=1267 frames, utt_pad_proportion=0.05758, over 4443.20 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2956, pruned_loss=0.06467, over 2473791.55 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07398, over 19920.96 utterances.], batch size: 51, lr: 3.74e-04
2022-08-26 18:16:20,337 INFO [train.py:927] (3/8) Epoch 10, batch 1850, giga_loss[loss=0.2544, simple_loss=0.3289, pruned_loss=0.08997, over 12405.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07321, over 212.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2978, pruned_loss=0.06499, over 2474039.31 frames. utt_duration=516.6 frames, utt_pad_proportion=0.07338, over 19212.89 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05798, over 1426649.16 frames. utt_duration=1264 frames, utt_pad_proportion=0.05736, over 4520.01 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2973, pruned_loss=0.06525, over 2473810.74 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07327, over 19952.64 utterances.], batch size: 212, lr: 3.74e-04
2022-08-26 18:18:01,235 INFO [train.py:927] (3/8) Epoch 10, batch 1900, giga_loss[loss=0.187, simple_loss=0.2781, pruned_loss=0.04799, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04271, over 26.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2982, pruned_loss=0.06507, over 2473382.38 frames. utt_duration=557.3 frames, utt_pad_proportion=0.07032, over 17799.07 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.05754, over 1441915.66 frames. utt_duration=1273 frames, utt_pad_proportion=0.05672, over 4536.12 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.0656, over 2473522.84 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07053, over 18556.22 utterances.], batch size: 26, lr: 3.74e-04
2022-08-26 18:19:42,965 INFO [train.py:927] (3/8) Epoch 10, batch 1950, giga_loss[loss=0.2139, simple_loss=0.3009, pruned_loss=0.06347, over 12321.00 frames. utt_duration=748 frames, utt_pad_proportion=0.03103, over 66.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3003, pruned_loss=0.06726, over 2473521.17 frames. utt_duration=543.9 frames, utt_pad_proportion=0.07234, over 18241.99 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.292, pruned_loss=0.05741, over 1487577.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06314, over 4801.57 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3007, pruned_loss=0.06811, over 2473501.84 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07127, over 19166.44 utterances.], batch size: 66, lr: 3.74e-04
2022-08-26 18:21:25,252 INFO [train.py:927] (3/8) Epoch 10, batch 2000, giga_loss[loss=0.2074, simple_loss=0.3005, pruned_loss=0.05715, over 12417.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.03778, over 26.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3014, pruned_loss=0.0675, over 2473203.72 frames. utt_duration=550.2 frames, utt_pad_proportion=0.07235, over 18031.10 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05704, over 1516199.58 frames. utt_duration=1250 frames, utt_pad_proportion=0.06087, over 4856.84 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3022, pruned_loss=0.06866, over 2473727.42 frames. utt_duration=519.9 frames, utt_pad_proportion=0.0721, over 19085.83 utterances.], batch size: 26, lr: 3.74e-04
2022-08-26 18:23:05,042 INFO [train.py:927] (3/8) Epoch 10, batch 2050, giga_loss[loss=0.2328, simple_loss=0.3126, pruned_loss=0.07647, over 12445.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03306, over 86.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3025, pruned_loss=0.06767, over 2472835.59 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06956, over 17567.57 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2912, pruned_loss=0.05692, over 1525866.54 frames. utt_duration=1255 frames, utt_pad_proportion=0.06024, over 4867.25 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3034, pruned_loss=0.06874, over 2473136.54 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06968, over 18502.99 utterances.], batch size: 86, lr: 3.74e-04
2022-08-26 18:24:45,168 INFO [train.py:927] (3/8) Epoch 10, batch 2100, giga_loss[loss=0.196, simple_loss=0.2839, pruned_loss=0.05398, over 12370.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02859, over 70.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3022, pruned_loss=0.0682, over 2472226.55 frames. utt_duration=566.9 frames, utt_pad_proportion=0.06605, over 17489.49 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2911, pruned_loss=0.05691, over 1535292.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.05962, over 4889.48 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3031, pruned_loss=0.06915, over 2472483.33 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06646, over 18310.59 utterances.], batch size: 70, lr: 3.74e-04
2022-08-26 18:26:26,796 INFO [train.py:927] (3/8) Epoch 10, batch 2150, libri_loss[loss=0.1724, simple_loss=0.2601, pruned_loss=0.04233, over 12194.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007138, over 30.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3013, pruned_loss=0.06773, over 2472370.90 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06515, over 16539.42 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.292, pruned_loss=0.05748, over 1571951.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.06934, over 5130.13 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06857, over 2472753.24 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06301, over 17415.63 utterances.], batch size: 30, lr: 3.74e-04
2022-08-26 18:28:09,649 INFO [train.py:927] (3/8) Epoch 10, batch 2200, giga_loss[loss=0.223, simple_loss=0.3156, pruned_loss=0.06521, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02941, over 70.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3018, pruned_loss=0.0679, over 2471486.40 frames. utt_duration=631.1 frames, utt_pad_proportion=0.06178, over 15701.59 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2928, pruned_loss=0.05802, over 1611768.34 frames. utt_duration=1201 frames, utt_pad_proportion=0.07415, over 5372.61 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3022, pruned_loss=0.06867, over 2471693.18 frames. utt_duration=596 frames, utt_pad_proportion=0.05862, over 16630.78 utterances.], batch size: 70, lr: 3.74e-04
2022-08-26 18:29:49,322 INFO [train.py:927] (3/8) Epoch 10, batch 2250, giga_loss[loss=0.1889, simple_loss=0.2735, pruned_loss=0.05213, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02895, over 45.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3019, pruned_loss=0.06747, over 2471592.94 frames. utt_duration=635.1 frames, utt_pad_proportion=0.06056, over 15604.12 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05816, over 1645544.18 frames. utt_duration=1202 frames, utt_pad_proportion=0.07203, over 5483.71 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3024, pruned_loss=0.06835, over 2471774.42 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05851, over 16627.40 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 18:31:34,433 INFO [train.py:927] (3/8) Epoch 10, batch 2300, giga_loss[loss=0.2098, simple_loss=0.2981, pruned_loss=0.06075, over 12408.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03747, over 37.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3025, pruned_loss=0.06829, over 2471821.34 frames. utt_duration=632.3 frames, utt_pad_proportion=0.05977, over 15674.54 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05833, over 1649632.46 frames. utt_duration=1203 frames, utt_pad_proportion=0.0716, over 5492.30 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3028, pruned_loss=0.06893, over 2471996.60 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05829, over 16508.05 utterances.], batch size: 37, lr: 3.74e-04
2022-08-26 18:33:15,089 INFO [train.py:927] (3/8) Epoch 10, batch 2350, giga_loss[loss=0.2626, simple_loss=0.3473, pruned_loss=0.089, over 12392.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05883, over 182.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3004, pruned_loss=0.06745, over 2471392.00 frames. utt_duration=628.9 frames, utt_pad_proportion=0.06039, over 15756.65 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2935, pruned_loss=0.0585, over 1669853.80 frames. utt_duration=1209 frames, utt_pad_proportion=0.06964, over 5529.62 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3007, pruned_loss=0.06806, over 2471631.83 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05965, over 16616.30 utterances.], batch size: 182, lr: 3.74e-04
2022-08-26 18:34:57,591 INFO [train.py:927] (3/8) Epoch 10, batch 2400, giga_loss[loss=0.2014, simple_loss=0.2866, pruned_loss=0.05809, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03199, over 51.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2993, pruned_loss=0.06751, over 2471534.77 frames. utt_duration=624.8 frames, utt_pad_proportion=0.06317, over 15860.82 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05869, over 1677829.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.06888, over 5553.29 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2994, pruned_loss=0.06796, over 2471740.93 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06268, over 16608.97 utterances.], batch size: 51, lr: 3.74e-04
2022-08-26 18:36:39,863 INFO [train.py:927] (3/8) Epoch 10, batch 2450, giga_loss[loss=0.2098, simple_loss=0.286, pruned_loss=0.06677, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02983, over 45.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2958, pruned_loss=0.06578, over 2472365.30 frames. utt_duration=628 frames, utt_pad_proportion=0.0613, over 15785.73 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2934, pruned_loss=0.05841, over 1697491.85 frames. utt_duration=1218 frames, utt_pad_proportion=0.06701, over 5583.14 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2962, pruned_loss=0.06649, over 2472519.04 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06146, over 16584.56 utterances.], batch size: 45, lr: 3.74e-04
2022-08-26 18:38:18,365 INFO [train.py:927] (3/8) Epoch 10, batch 2500, giga_loss[loss=0.1927, simple_loss=0.2849, pruned_loss=0.05024, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02901, over 74.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2922, pruned_loss=0.06378, over 2473007.86 frames. utt_duration=635.4 frames, utt_pad_proportion=0.05966, over 15603.97 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05816, over 1709236.05 frames. utt_duration=1224 frames, utt_pad_proportion=0.06601, over 5593.33 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2927, pruned_loss=0.06459, over 2472970.33 frames. utt_duration=606.1 frames, utt_pad_proportion=0.06013, over 16359.64 utterances.], batch size: 74, lr: 3.73e-04
2022-08-26 18:40:02,684 INFO [train.py:927] (3/8) Epoch 10, batch 2550, giga_loss[loss=0.1971, simple_loss=0.2763, pruned_loss=0.0589, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03748, over 37.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2915, pruned_loss=0.06346, over 2473593.28 frames. utt_duration=611.3 frames, utt_pad_proportion=0.06223, over 16224.50 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2934, pruned_loss=0.0583, over 1732022.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06497, over 5673.50 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2917, pruned_loss=0.06417, over 2473412.44 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06279, over 17044.52 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 18:41:43,598 INFO [train.py:927] (3/8) Epoch 10, batch 2600, giga_loss[loss=0.188, simple_loss=0.2713, pruned_loss=0.05239, over 12150.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03363, over 30.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2913, pruned_loss=0.06279, over 2473193.18 frames. utt_duration=600 frames, utt_pad_proportion=0.06136, over 16528.19 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2929, pruned_loss=0.05813, over 1750074.48 frames. utt_duration=1231 frames, utt_pad_proportion=0.06352, over 5693.48 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2917, pruned_loss=0.06358, over 2473322.91 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06221, over 17406.60 utterances.], batch size: 30, lr: 3.73e-04
2022-08-26 18:43:24,884 INFO [train.py:927] (3/8) Epoch 10, batch 2650, giga_loss[loss=0.225, simple_loss=0.2944, pruned_loss=0.07778, over 12207.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.02923, over 36.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.292, pruned_loss=0.06245, over 2473083.16 frames. utt_duration=599.9 frames, utt_pad_proportion=0.05992, over 16531.32 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05826, over 1774936.55 frames. utt_duration=1234 frames, utt_pad_proportion=0.06156, over 5762.29 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2921, pruned_loss=0.06314, over 2473270.98 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06124, over 17534.51 utterances.], batch size: 36, lr: 3.73e-04
2022-08-26 18:45:04,438 INFO [train.py:927] (3/8) Epoch 10, batch 2700, giga_loss[loss=0.1929, simple_loss=0.2804, pruned_loss=0.05271, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2915, pruned_loss=0.0621, over 2472526.62 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06396, over 16904.32 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05818, over 1795356.75 frames. utt_duration=1238 frames, utt_pad_proportion=0.0598, over 5806.97 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2916, pruned_loss=0.06281, over 2472910.17 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06539, over 17975.86 utterances.], batch size: 70, lr: 3.73e-04
2022-08-26 18:46:47,990 INFO [train.py:927] (3/8) Epoch 10, batch 2750, giga_loss[loss=0.2603, simple_loss=0.3265, pruned_loss=0.09709, over 12373.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2918, pruned_loss=0.06245, over 2471342.02 frames. utt_duration=595.1 frames, utt_pad_proportion=0.06165, over 16653.25 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05852, over 1811415.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.06323, over 5900.88 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2918, pruned_loss=0.06288, over 2472276.98 frames. utt_duration=561.3 frames, utt_pad_proportion=0.0619, over 17666.20 utterances.], batch size: 258, lr: 3.73e-04
2022-08-26 18:48:27,815 INFO [train.py:927] (3/8) Epoch 10, batch 2800, giga_loss[loss=0.2463, simple_loss=0.3185, pruned_loss=0.08702, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03254, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2947, pruned_loss=0.06394, over 2472249.34 frames. utt_duration=592 frames, utt_pad_proportion=0.05897, over 16745.62 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05846, over 1834457.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06142, over 5921.05 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2951, pruned_loss=0.06445, over 2472750.98 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05981, over 17876.44 utterances.], batch size: 42, lr: 3.73e-04
2022-08-26 18:50:08,733 INFO [train.py:927] (3/8) Epoch 10, batch 2850, giga_loss[loss=0.206, simple_loss=0.2974, pruned_loss=0.05727, over 12366.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2962, pruned_loss=0.06387, over 2472516.89 frames. utt_duration=593.4 frames, utt_pad_proportion=0.05598, over 16708.29 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2925, pruned_loss=0.05829, over 1855792.34 frames. utt_duration=1242 frames, utt_pad_proportion=0.06076, over 5983.43 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06457, over 2473518.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17905.32 utterances.], batch size: 132, lr: 3.73e-04
2022-08-26 18:51:45,054 INFO [train.py:927] (3/8) Epoch 10, batch 2900, giga_loss[loss=0.2785, simple_loss=0.3483, pruned_loss=0.1044, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07107, over 211.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.297, pruned_loss=0.06404, over 2472773.13 frames. utt_duration=599.2 frames, utt_pad_proportion=0.0536, over 16549.12 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2925, pruned_loss=0.05849, over 1871400.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.05945, over 6016.53 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2974, pruned_loss=0.06461, over 2473277.38 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05485, over 17706.36 utterances.], batch size: 211, lr: 3.73e-04
2022-08-26 18:53:25,663 INFO [train.py:927] (3/8) Epoch 10, batch 2950, giga_loss[loss=0.2021, simple_loss=0.2888, pruned_loss=0.05769, over 12369.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04214, over 133.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2967, pruned_loss=0.06414, over 2473150.78 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05644, over 17236.86 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.05865, over 1883494.81 frames. utt_duration=1247 frames, utt_pad_proportion=0.05823, over 6047.93 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2969, pruned_loss=0.06459, over 2473411.98 frames. utt_duration=541.4 frames, utt_pad_proportion=0.05761, over 18324.70 utterances.], batch size: 133, lr: 3.73e-04
2022-08-26 18:55:05,972 INFO [train.py:927] (3/8) Epoch 10, batch 3000, giga_loss[loss=0.233, simple_loss=0.324, pruned_loss=0.07097, over 12375.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0316, over 104.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2944, pruned_loss=0.0632, over 2472895.32 frames. utt_duration=576.1 frames, utt_pad_proportion=0.05437, over 17215.68 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05845, over 1894796.39 frames. utt_duration=1252 frames, utt_pad_proportion=0.05727, over 6058.93 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2948, pruned_loss=0.0638, over 2473477.69 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05568, over 18275.30 utterances.], batch size: 104, lr: 3.73e-04
2022-08-26 18:55:05,973 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 18:55:18,549 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1839, simple_loss=0.2907, pruned_loss=0.0385, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 18:56:58,123 INFO [train.py:927] (3/8) Epoch 10, batch 3050, giga_loss[loss=0.1975, simple_loss=0.2738, pruned_loss=0.06063, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04561, over 34.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2945, pruned_loss=0.06233, over 2473959.03 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05686, over 17539.22 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2923, pruned_loss=0.05845, over 1914990.70 frames. utt_duration=1259 frames, utt_pad_proportion=0.05534, over 6089.31 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.295, pruned_loss=0.06296, over 2474219.86 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05838, over 18732.56 utterances.], batch size: 34, lr: 3.73e-04
2022-08-26 18:58:38,126 INFO [train.py:927] (3/8) Epoch 10, batch 3100, giga_loss[loss=0.2454, simple_loss=0.3228, pruned_loss=0.08401, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.05999, over 182.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2957, pruned_loss=0.06295, over 2474609.17 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05857, over 18227.77 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.05875, over 1926016.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.06035, over 6189.95 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2961, pruned_loss=0.06331, over 2474873.17 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0583, over 19284.30 utterances.], batch size: 182, lr: 3.73e-04
2022-08-26 19:00:16,662 INFO [train.py:927] (3/8) Epoch 10, batch 3150, giga_loss[loss=0.2623, simple_loss=0.3275, pruned_loss=0.09851, over 12355.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1813, over 359.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2949, pruned_loss=0.06337, over 2474253.09 frames. utt_duration=534 frames, utt_pad_proportion=0.05864, over 18585.08 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2929, pruned_loss=0.0587, over 1939229.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.05895, over 6200.01 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.295, pruned_loss=0.06381, over 2474823.55 frames. utt_duration=504.1 frames, utt_pad_proportion=0.05879, over 19698.19 utterances.], batch size: 359, lr: 3.73e-04
2022-08-26 19:01:56,513 INFO [train.py:927] (3/8) Epoch 10, batch 3200, giga_loss[loss=0.1825, simple_loss=0.2613, pruned_loss=0.05184, over 12206.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03278, over 39.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2927, pruned_loss=0.06335, over 2474295.49 frames. utt_duration=540.2 frames, utt_pad_proportion=0.05876, over 18373.41 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05874, over 1944410.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.05842, over 6202.00 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2927, pruned_loss=0.06371, over 2474876.79 frames. utt_duration=512.9 frames, utt_pad_proportion=0.05901, over 19356.73 utterances.], batch size: 39, lr: 3.73e-04
2022-08-26 19:03:35,809 INFO [train.py:927] (3/8) Epoch 10, batch 3250, giga_loss[loss=0.1839, simple_loss=0.2612, pruned_loss=0.05329, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03559, over 40.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2896, pruned_loss=0.06241, over 2474380.03 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06319, over 18429.12 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2931, pruned_loss=0.05867, over 1954646.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05743, over 6228.76 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2896, pruned_loss=0.06282, over 2475080.90 frames. utt_duration=512 frames, utt_pad_proportion=0.06345, over 19392.56 utterances.], batch size: 40, lr: 3.73e-04
2022-08-26 19:05:15,843 INFO [train.py:927] (3/8) Epoch 10, batch 3300, giga_loss[loss=0.2022, simple_loss=0.2802, pruned_loss=0.06207, over 12352.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1998, over 367.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2867, pruned_loss=0.06112, over 2473834.96 frames. utt_duration=552.9 frames, utt_pad_proportion=0.0638, over 17945.09 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2936, pruned_loss=0.05889, over 1967405.99 frames. utt_duration=1240 frames, utt_pad_proportion=0.06253, over 6355.43 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06136, over 2474469.82 frames. utt_duration=526 frames, utt_pad_proportion=0.06247, over 18871.12 utterances.], batch size: 367, lr: 3.73e-04
2022-08-26 19:06:55,814 INFO [train.py:927] (3/8) Epoch 10, batch 3350, giga_loss[loss=0.2171, simple_loss=0.3102, pruned_loss=0.06202, over 12337.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03374, over 58.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2878, pruned_loss=0.0615, over 2473653.81 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06004, over 17292.55 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2933, pruned_loss=0.05887, over 1977593.58 frames. utt_duration=1244 frames, utt_pad_proportion=0.06165, over 6365.17 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06175, over 2474028.98 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05939, over 18217.49 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 19:08:37,837 INFO [train.py:927] (3/8) Epoch 10, batch 3400, giga_loss[loss=0.248, simple_loss=0.3272, pruned_loss=0.08439, over 12346.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2896, pruned_loss=0.06202, over 2473440.24 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05833, over 17193.51 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.05892, over 1984810.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06578, over 6446.86 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2893, pruned_loss=0.06222, over 2473903.99 frames. utt_duration=551.3 frames, utt_pad_proportion=0.0566, over 17998.56 utterances.], batch size: 97, lr: 3.73e-04
2022-08-26 19:10:19,794 INFO [train.py:927] (3/8) Epoch 10, batch 3450, giga_loss[loss=0.212, simple_loss=0.2979, pruned_loss=0.063, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2929, pruned_loss=0.06401, over 2473758.37 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05826, over 17023.37 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2931, pruned_loss=0.05887, over 2003553.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.06345, over 6451.92 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2928, pruned_loss=0.06435, over 2474553.47 frames. utt_duration=550 frames, utt_pad_proportion=0.05754, over 18047.15 utterances.], batch size: 105, lr: 3.73e-04
2022-08-26 19:12:01,449 INFO [train.py:927] (3/8) Epoch 10, batch 3500, giga_loss[loss=0.2366, simple_loss=0.3226, pruned_loss=0.07532, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2997, pruned_loss=0.0682, over 2474238.47 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05925, over 17525.14 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2943, pruned_loss=0.05946, over 2017596.06 frames. utt_duration=1226 frames, utt_pad_proportion=0.06812, over 6590.79 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2988, pruned_loss=0.06825, over 2474769.26 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05709, over 18513.28 utterances.], batch size: 97, lr: 3.73e-04
2022-08-26 19:13:44,044 INFO [train.py:927] (3/8) Epoch 10, batch 3550, giga_loss[loss=0.2283, simple_loss=0.3073, pruned_loss=0.07467, over 12344.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03368, over 104.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3069, pruned_loss=0.07304, over 2474487.36 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06613, over 18365.41 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05994, over 2029149.15 frames. utt_duration=1208 frames, utt_pad_proportion=0.07235, over 6724.61 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3058, pruned_loss=0.07295, over 2474691.97 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06257, over 19272.71 utterances.], batch size: 104, lr: 3.73e-04
2022-08-26 19:15:26,541 INFO [train.py:927] (3/8) Epoch 10, batch 3600, giga_loss[loss=0.2243, simple_loss=0.3097, pruned_loss=0.06948, over 12355.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.0332, over 62.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3141, pruned_loss=0.07855, over 2474232.00 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06572, over 18662.83 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.05996, over 2031146.40 frames. utt_duration=1209 frames, utt_pad_proportion=0.07201, over 6725.99 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3132, pruned_loss=0.07853, over 2474588.31 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06309, over 19423.58 utterances.], batch size: 62, lr: 3.73e-04
2022-08-26 19:17:07,817 INFO [train.py:927] (3/8) Epoch 10, batch 3650, giga_loss[loss=0.3212, simple_loss=0.3769, pruned_loss=0.1328, over 12389.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05144, over 161.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3195, pruned_loss=0.08287, over 2473566.04 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0663, over 19430.40 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.06022, over 2035392.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07562, over 6804.34 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08286, over 2474000.70 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06314, over 20069.18 utterances.], batch size: 161, lr: 3.73e-04
2022-08-26 19:18:53,652 INFO [train.py:927] (3/8) Epoch 10, batch 3700, giga_loss[loss=0.2442, simple_loss=0.3167, pruned_loss=0.08583, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04397, over 34.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3237, pruned_loss=0.08727, over 2474780.79 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07312, over 20426.71 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2953, pruned_loss=0.06, over 2042151.60 frames. utt_duration=1200 frames, utt_pad_proportion=0.075, over 6814.21 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3237, pruned_loss=0.08779, over 2474925.93 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07072, over 21106.24 utterances.], batch size: 34, lr: 3.73e-04
2022-08-26 19:20:38,165 INFO [train.py:927] (3/8) Epoch 10, batch 3750, giga_loss[loss=0.2629, simple_loss=0.3294, pruned_loss=0.09818, over 12402.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03511, over 75.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3259, pruned_loss=0.08863, over 2475343.25 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07533, over 20505.11 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06037, over 2053161.56 frames. utt_duration=1176 frames, utt_pad_proportion=0.08326, over 6991.20 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3261, pruned_loss=0.0894, over 2475181.07 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0709, over 21193.85 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 19:22:18,963 INFO [train.py:927] (3/8) Epoch 10, batch 3800, giga_loss[loss=0.3019, simple_loss=0.3548, pruned_loss=0.1245, over 12380.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07532, over 213.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3275, pruned_loss=0.09102, over 2475414.63 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07742, over 21527.47 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.0603, over 2063738.01 frames. utt_duration=1181 frames, utt_pad_proportion=0.0817, over 7001.50 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3282, pruned_loss=0.09232, over 2475186.09 frames. utt_duration=444 frames, utt_pad_proportion=0.07443, over 22373.49 utterances.], batch size: 213, lr: 3.72e-04
2022-08-26 19:24:02,411 INFO [train.py:927] (3/8) Epoch 10, batch 3850, giga_loss[loss=0.2539, simple_loss=0.3333, pruned_loss=0.08721, over 12375.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03497, over 80.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3284, pruned_loss=0.09107, over 2475141.37 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07568, over 21489.55 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2963, pruned_loss=0.06028, over 2071822.31 frames. utt_duration=1185 frames, utt_pad_proportion=0.08024, over 7000.41 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3294, pruned_loss=0.09268, over 2475055.79 frames. utt_duration=443 frames, utt_pad_proportion=0.07374, over 22424.66 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 19:25:47,101 INFO [train.py:927] (3/8) Epoch 10, batch 3900, giga_loss[loss=0.2321, simple_loss=0.328, pruned_loss=0.06807, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04211, over 34.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3296, pruned_loss=0.09152, over 2475958.29 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07547, over 22294.04 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2964, pruned_loss=0.06038, over 2079830.36 frames. utt_duration=1189 frames, utt_pad_proportion=0.0788, over 7007.31 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3309, pruned_loss=0.09327, over 2475893.05 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07436, over 23287.58 utterances.], batch size: 34, lr: 3.72e-04
2022-08-26 19:27:29,051 INFO [train.py:927] (3/8) Epoch 10, batch 3950, giga_loss[loss=0.2175, simple_loss=0.3046, pruned_loss=0.06525, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04008, over 133.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3293, pruned_loss=0.08965, over 2475354.33 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07587, over 22767.08 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2976, pruned_loss=0.06043, over 2087202.30 frames. utt_duration=1195 frames, utt_pad_proportion=0.07748, over 6995.25 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.33, pruned_loss=0.09152, over 2475719.15 frames. utt_duration=417 frames, utt_pad_proportion=0.07532, over 23829.07 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 19:29:08,502 INFO [train.py:927] (3/8) Epoch 10, batch 4000, giga_loss[loss=0.2094, simple_loss=0.2899, pruned_loss=0.06448, over 12392.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03257, over 80.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3256, pruned_loss=0.0869, over 2475356.41 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07824, over 23119.93 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2976, pruned_loss=0.06031, over 2101747.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07565, over 7017.50 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3272, pruned_loss=0.08947, over 2476273.09 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07817, over 24518.83 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 19:30:46,436 INFO [train.py:927] (3/8) Epoch 10, batch 4050, giga_loss[loss=0.2729, simple_loss=0.3459, pruned_loss=0.09996, over 12393.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04465, over 146.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3239, pruned_loss=0.08581, over 2475309.55 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07615, over 22724.19 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.0603, over 2107259.55 frames. utt_duration=1202 frames, utt_pad_proportion=0.07468, over 7020.29 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3256, pruned_loss=0.08818, over 2476085.77 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07645, over 24033.65 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 19:32:38,872 INFO [train.py:927] (3/8) Epoch 10, batch 4100, libri_loss[loss=0.2059, simple_loss=0.2975, pruned_loss=0.05713, over 12465.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.06932, over 52.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.322, pruned_loss=0.08427, over 2474952.09 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07991, over 22645.71 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2973, pruned_loss=0.06022, over 2119803.94 frames. utt_duration=1198 frames, utt_pad_proportion=0.07438, over 7085.99 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3244, pruned_loss=0.08705, over 2475706.88 frames. utt_duration=411.7 frames, utt_pad_proportion=0.07999, over 24137.03 utterances.], batch size: 52, lr: 3.72e-04
2022-08-26 19:34:22,059 INFO [train.py:927] (3/8) Epoch 10, batch 4150, giga_loss[loss=0.2619, simple_loss=0.3309, pruned_loss=0.09645, over 12331.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.03096, over 48.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3216, pruned_loss=0.08174, over 2474914.70 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07766, over 22090.99 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06008, over 2129879.93 frames. utt_duration=1206 frames, utt_pad_proportion=0.07259, over 7072.76 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3244, pruned_loss=0.08467, over 2475931.54 frames. utt_duration=419.3 frames, utt_pad_proportion=0.07834, over 23701.24 utterances.], batch size: 48, lr: 3.72e-04
2022-08-26 19:36:07,563 INFO [train.py:927] (3/8) Epoch 10, batch 4200, giga_loss[loss=0.2259, simple_loss=0.3128, pruned_loss=0.06949, over 12460.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3214, pruned_loss=0.08136, over 2475104.41 frames. utt_duration=472 frames, utt_pad_proportion=0.07421, over 21040.70 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.06018, over 2138453.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.0763, over 7149.64 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.324, pruned_loss=0.08411, over 2475899.19 frames. utt_duration=440 frames, utt_pad_proportion=0.07409, over 22581.04 utterances.], batch size: 55, lr: 3.72e-04
2022-08-26 19:37:50,651 INFO [train.py:927] (3/8) Epoch 10, batch 4250, giga_loss[loss=0.2034, simple_loss=0.2836, pruned_loss=0.06162, over 12373.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04435, over 37.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3201, pruned_loss=0.08197, over 2474553.57 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07882, over 21371.94 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2969, pruned_loss=0.06021, over 2141838.90 frames. utt_duration=1201 frames, utt_pad_proportion=0.07567, over 7143.17 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3226, pruned_loss=0.0843, over 2475155.30 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07864, over 22710.59 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 19:39:37,069 INFO [train.py:927] (3/8) Epoch 10, batch 4300, libri_loss[loss=0.1992, simple_loss=0.2875, pruned_loss=0.05547, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005659, over 34.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.319, pruned_loss=0.08085, over 2474771.19 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07477, over 20457.47 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.297, pruned_loss=0.06024, over 2148314.69 frames. utt_duration=1200 frames, utt_pad_proportion=0.07515, over 7168.08 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3212, pruned_loss=0.08305, over 2475366.33 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07502, over 21745.00 utterances.], batch size: 34, lr: 3.72e-04
2022-08-26 19:41:21,633 INFO [train.py:927] (3/8) Epoch 10, batch 4350, giga_loss[loss=0.2139, simple_loss=0.304, pruned_loss=0.0619, over 12264.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03428, over 28.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3174, pruned_loss=0.07925, over 2474301.70 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07033, over 20005.59 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2966, pruned_loss=0.06028, over 2156176.61 frames. utt_duration=1204 frames, utt_pad_proportion=0.07383, over 7170.83 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3199, pruned_loss=0.08141, over 2474966.94 frames. utt_duration=466 frames, utt_pad_proportion=0.07116, over 21310.17 utterances.], batch size: 28, lr: 3.72e-04
2022-08-26 19:43:05,281 INFO [train.py:927] (3/8) Epoch 10, batch 4400, giga_loss[loss=0.2462, simple_loss=0.3291, pruned_loss=0.08164, over 12393.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02681, over 70.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3163, pruned_loss=0.07916, over 2473933.27 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07266, over 20288.20 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2965, pruned_loss=0.06017, over 2165188.91 frames. utt_duration=1212 frames, utt_pad_proportion=0.07204, over 7153.73 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.319, pruned_loss=0.08147, over 2474857.17 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07369, over 21686.51 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 19:44:50,055 INFO [train.py:927] (3/8) Epoch 10, batch 4450, giga_loss[loss=0.2503, simple_loss=0.3321, pruned_loss=0.08429, over 12373.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02831, over 91.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3162, pruned_loss=0.07961, over 2473924.47 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07014, over 20238.34 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2966, pruned_loss=0.06009, over 2171159.80 frames. utt_duration=1219 frames, utt_pad_proportion=0.07097, over 7130.80 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3186, pruned_loss=0.08185, over 2474801.24 frames. utt_duration=459.7 frames, utt_pad_proportion=0.0714, over 21601.28 utterances.], batch size: 91, lr: 3.72e-04
2022-08-26 19:46:32,606 INFO [train.py:927] (3/8) Epoch 10, batch 4500, giga_loss[loss=0.2048, simple_loss=0.2914, pruned_loss=0.05904, over 12394.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03511, over 80.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3139, pruned_loss=0.07901, over 2473784.99 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07243, over 20273.18 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05978, over 2181316.21 frames. utt_duration=1224 frames, utt_pad_proportion=0.06999, over 7139.22 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08165, over 2474701.51 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07363, over 21770.32 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 19:48:16,530 INFO [train.py:927] (3/8) Epoch 10, batch 4550, giga_loss[loss=0.2211, simple_loss=0.3115, pruned_loss=0.06532, over 12337.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03454, over 62.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07855, over 2474004.41 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06768, over 19249.17 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2961, pruned_loss=0.06001, over 2192532.65 frames. utt_duration=1228 frames, utt_pad_proportion=0.06787, over 7152.80 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3159, pruned_loss=0.08118, over 2474975.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.06968, over 20914.42 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 19:49:57,659 INFO [train.py:927] (3/8) Epoch 10, batch 4600, giga_loss[loss=0.2283, simple_loss=0.2999, pruned_loss=0.07837, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03406, over 37.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.07935, over 2474304.77 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06311, over 19120.55 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.06002, over 2193959.99 frames. utt_duration=1227 frames, utt_pad_proportion=0.06766, over 7163.04 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08148, over 2475047.57 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06507, over 20463.23 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 19:51:42,577 INFO [train.py:927] (3/8) Epoch 10, batch 4650, giga_loss[loss=0.237, simple_loss=0.3196, pruned_loss=0.07724, over 12339.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3146, pruned_loss=0.07871, over 2473894.76 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06128, over 18460.15 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2967, pruned_loss=0.06026, over 2203196.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06665, over 7202.55 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3166, pruned_loss=0.08082, over 2474914.90 frames. utt_duration=499.6 frames, utt_pad_proportion=0.0633, over 19874.66 utterances.], batch size: 58, lr: 3.72e-04
2022-08-26 19:53:25,266 INFO [train.py:927] (3/8) Epoch 10, batch 4700, giga_loss[loss=0.29, simple_loss=0.3366, pruned_loss=0.1217, over 12345.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 365.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08037, over 2474055.63 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06835, over 19172.60 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2969, pruned_loss=0.0603, over 2213781.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.06434, over 7197.56 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3183, pruned_loss=0.08273, over 2474909.46 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07018, over 20740.89 utterances.], batch size: 365, lr: 3.72e-04
2022-08-26 19:55:11,487 INFO [train.py:927] (3/8) Epoch 10, batch 4750, giga_loss[loss=0.2652, simple_loss=0.3333, pruned_loss=0.09853, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05556, over 162.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3155, pruned_loss=0.08049, over 2473784.01 frames. utt_duration=519 frames, utt_pad_proportion=0.06849, over 19117.92 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2967, pruned_loss=0.06006, over 2224971.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06196, over 7190.63 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3181, pruned_loss=0.08342, over 2474784.08 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07077, over 20885.20 utterances.], batch size: 162, lr: 3.72e-04
2022-08-26 19:56:53,224 INFO [train.py:927] (3/8) Epoch 10, batch 4800, giga_loss[loss=0.2687, simple_loss=0.3388, pruned_loss=0.09931, over 12353.00 frames. utt_duration=138 frames, utt_pad_proportion=0.188, over 362.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3162, pruned_loss=0.08159, over 2474702.78 frames. utt_duration=492 frames, utt_pad_proportion=0.07157, over 20177.79 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2966, pruned_loss=0.06003, over 2228461.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06207, over 7210.64 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3186, pruned_loss=0.08418, over 2475676.13 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07308, over 21708.35 utterances.], batch size: 362, lr: 3.72e-04
2022-08-26 19:58:33,867 INFO [train.py:927] (3/8) Epoch 10, batch 4850, giga_loss[loss=0.2056, simple_loss=0.2857, pruned_loss=0.06274, over 12419.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03202, over 80.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3145, pruned_loss=0.07939, over 2474405.01 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06783, over 19687.58 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2965, pruned_loss=0.05999, over 2232063.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06126, over 7207.51 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3168, pruned_loss=0.08175, over 2475239.10 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06958, over 21079.85 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 20:00:20,797 INFO [train.py:927] (3/8) Epoch 10, batch 4900, giga_loss[loss=0.2144, simple_loss=0.3008, pruned_loss=0.06402, over 12327.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03179, over 70.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3125, pruned_loss=0.07824, over 2473875.57 frames. utt_duration=512.4 frames, utt_pad_proportion=0.06718, over 19366.30 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05979, over 2236614.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.06032, over 7189.47 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08061, over 2474761.02 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06897, over 20701.63 utterances.], batch size: 70, lr: 3.72e-04
2022-08-26 20:02:07,511 INFO [train.py:927] (3/8) Epoch 10, batch 4950, giga_loss[loss=0.2214, simple_loss=0.3053, pruned_loss=0.06881, over 12400.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02601, over 66.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3139, pruned_loss=0.07957, over 2474620.56 frames. utt_duration=518.8 frames, utt_pad_proportion=0.0649, over 19131.79 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2961, pruned_loss=0.05984, over 2239172.90 frames. utt_duration=1246 frames, utt_pad_proportion=0.05979, over 7194.56 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3159, pruned_loss=0.08158, over 2475135.84 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06666, over 20293.23 utterances.], batch size: 66, lr: 3.72e-04
2022-08-26 20:03:55,187 INFO [train.py:927] (3/8) Epoch 10, batch 5000, giga_loss[loss=0.2435, simple_loss=0.3331, pruned_loss=0.07692, over 12435.00 frames. utt_duration=623 frames, utt_pad_proportion=0.02952, over 80.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.08012, over 2474923.85 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07387, over 19927.17 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2961, pruned_loss=0.05973, over 2244349.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.05948, over 7212.37 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3192, pruned_loss=0.08223, over 2475882.40 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07493, over 21098.26 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 20:05:40,576 INFO [train.py:927] (3/8) Epoch 10, batch 5050, giga_loss[loss=0.261, simple_loss=0.338, pruned_loss=0.09198, over 12404.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03829, over 105.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3211, pruned_loss=0.08165, over 2475319.91 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07183, over 20611.14 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05943, over 2249778.02 frames. utt_duration=1248 frames, utt_pad_proportion=0.05862, over 7222.05 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3231, pruned_loss=0.08402, over 2476334.43 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07308, over 21816.40 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 20:07:25,518 INFO [train.py:927] (3/8) Epoch 10, batch 5100, giga_loss[loss=0.2213, simple_loss=0.3021, pruned_loss=0.0703, over 12397.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02459, over 66.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3208, pruned_loss=0.08256, over 2475085.65 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06957, over 20250.66 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.296, pruned_loss=0.05934, over 2252966.19 frames. utt_duration=1250 frames, utt_pad_proportion=0.05788, over 7215.72 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.323, pruned_loss=0.08481, over 2476057.60 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07096, over 21384.20 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 20:09:11,058 INFO [train.py:927] (3/8) Epoch 10, batch 5150, giga_loss[loss=0.2273, simple_loss=0.3014, pruned_loss=0.07655, over 12355.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.05326, over 34.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3193, pruned_loss=0.08273, over 2474363.14 frames. utt_duration=483.6 frames, utt_pad_proportion=0.0715, over 20526.68 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2957, pruned_loss=0.05931, over 2258955.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.05674, over 7221.26 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3218, pruned_loss=0.08516, over 2475639.71 frames. utt_duration=456.4 frames, utt_pad_proportion=0.0729, over 21767.21 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 20:10:59,843 INFO [train.py:927] (3/8) Epoch 10, batch 5200, giga_loss[loss=0.2461, simple_loss=0.3062, pruned_loss=0.09303, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04591, over 34.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08282, over 2474818.16 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07534, over 20535.39 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.296, pruned_loss=0.05941, over 2260126.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.05659, over 7231.16 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3197, pruned_loss=0.08474, over 2475734.98 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07634, over 21555.61 utterances.], batch size: 34, lr: 3.71e-04
2022-08-26 20:12:46,798 INFO [train.py:927] (3/8) Epoch 10, batch 5250, giga_loss[loss=0.2737, simple_loss=0.3499, pruned_loss=0.09871, over 12407.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.0725, over 212.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3172, pruned_loss=0.08221, over 2475234.92 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07042, over 19793.91 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2963, pruned_loss=0.05953, over 2266601.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05548, over 7252.95 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.0843, over 2475888.32 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07197, over 20940.59 utterances.], batch size: 212, lr: 3.71e-04
2022-08-26 20:14:31,226 INFO [train.py:927] (3/8) Epoch 10, batch 5300, giga_loss[loss=0.2338, simple_loss=0.317, pruned_loss=0.07535, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03594, over 123.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3164, pruned_loss=0.08204, over 2475015.27 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06966, over 19800.73 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2962, pruned_loss=0.05941, over 2270789.22 frames. utt_duration=1254 frames, utt_pad_proportion=0.05464, over 7252.87 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3184, pruned_loss=0.0842, over 2475494.88 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0713, over 20933.99 utterances.], batch size: 123, lr: 3.71e-04
2022-08-26 20:16:14,827 INFO [train.py:927] (3/8) Epoch 10, batch 5350, giga_loss[loss=0.2749, simple_loss=0.348, pruned_loss=0.1009, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3168, pruned_loss=0.08129, over 2474190.79 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06829, over 19150.72 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05944, over 2278345.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.05715, over 7321.61 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3192, pruned_loss=0.08384, over 2475008.01 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06913, over 20461.89 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 20:18:02,527 INFO [train.py:927] (3/8) Epoch 10, batch 5400, giga_loss[loss=0.2481, simple_loss=0.3386, pruned_loss=0.07882, over 12378.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3189, pruned_loss=0.08333, over 2474045.70 frames. utt_duration=478.1 frames, utt_pad_proportion=0.08127, over 20761.27 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05971, over 2281257.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.06036, over 7394.05 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3208, pruned_loss=0.08544, over 2474713.92 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08049, over 21903.18 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 20:19:46,871 INFO [train.py:927] (3/8) Epoch 10, batch 5450, giga_loss[loss=0.2118, simple_loss=0.3109, pruned_loss=0.05639, over 12369.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03022, over 58.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3186, pruned_loss=0.08079, over 2473320.69 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07686, over 19865.20 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2963, pruned_loss=0.0597, over 2286645.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.05896, over 7377.45 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3208, pruned_loss=0.08308, over 2474137.83 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07704, over 21138.86 utterances.], batch size: 58, lr: 3.71e-04
2022-08-26 20:21:31,380 INFO [train.py:927] (3/8) Epoch 10, batch 5500, giga_loss[loss=0.3308, simple_loss=0.379, pruned_loss=0.1413, over 12407.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06225, over 183.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3224, pruned_loss=0.08322, over 2473585.16 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07992, over 20825.06 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2972, pruned_loss=0.05992, over 2289278.79 frames. utt_duration=1242 frames, utt_pad_proportion=0.05834, over 7378.75 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3238, pruned_loss=0.08514, over 2474371.81 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08017, over 21998.78 utterances.], batch size: 183, lr: 3.71e-04
2022-08-26 20:23:15,943 INFO [train.py:927] (3/8) Epoch 10, batch 5550, giga_loss[loss=0.2514, simple_loss=0.3244, pruned_loss=0.08919, over 12393.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04434, over 146.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3229, pruned_loss=0.08407, over 2473534.96 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08497, over 21226.02 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.06012, over 2296977.04 frames. utt_duration=1231 frames, utt_pad_proportion=0.06238, over 7470.42 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3248, pruned_loss=0.08639, over 2474551.96 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08392, over 22642.28 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 20:25:00,121 INFO [train.py:927] (3/8) Epoch 10, batch 5600, giga_loss[loss=0.2449, simple_loss=0.3297, pruned_loss=0.08003, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03345, over 122.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3234, pruned_loss=0.08413, over 2473988.71 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08768, over 21712.31 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2973, pruned_loss=0.05998, over 2301446.05 frames. utt_duration=1234 frames, utt_pad_proportion=0.06118, over 7467.68 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3256, pruned_loss=0.08664, over 2474697.72 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08725, over 23158.47 utterances.], batch size: 122, lr: 3.71e-04
2022-08-26 20:26:43,503 INFO [train.py:927] (3/8) Epoch 10, batch 5650, giga_loss[loss=0.2358, simple_loss=0.3277, pruned_loss=0.07197, over 12403.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02579, over 66.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3238, pruned_loss=0.08369, over 2474095.25 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0849, over 22000.14 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2973, pruned_loss=0.06018, over 2307388.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.05988, over 7467.33 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3264, pruned_loss=0.08627, over 2474664.11 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08535, over 23607.09 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 20:28:28,696 INFO [train.py:927] (3/8) Epoch 10, batch 5700, libri_loss[loss=0.2312, simple_loss=0.3358, pruned_loss=0.06325, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02404, over 43.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3245, pruned_loss=0.08468, over 2475078.98 frames. utt_duration=437.9 frames, utt_pad_proportion=0.08601, over 22683.70 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2973, pruned_loss=0.06003, over 2310782.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.05898, over 7461.08 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.327, pruned_loss=0.08729, over 2475476.75 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08669, over 24234.19 utterances.], batch size: 43, lr: 3.71e-04
2022-08-26 20:30:14,234 INFO [train.py:927] (3/8) Epoch 10, batch 5750, giga_loss[loss=0.2274, simple_loss=0.3175, pruned_loss=0.06864, over 12414.00 frames. utt_duration=754 frames, utt_pad_proportion=0.02458, over 66.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3216, pruned_loss=0.08317, over 2475104.21 frames. utt_duration=449.9 frames, utt_pad_proportion=0.08428, over 22078.91 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2971, pruned_loss=0.0599, over 2315572.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.05766, over 7442.50 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3244, pruned_loss=0.08603, over 2475498.69 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08552, over 23745.55 utterances.], batch size: 66, lr: 3.71e-04
2022-08-26 20:32:01,285 INFO [train.py:927] (3/8) Epoch 10, batch 5800, giga_loss[loss=0.2427, simple_loss=0.3245, pruned_loss=0.08046, over 12426.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03877, over 105.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3195, pruned_loss=0.08247, over 2475047.69 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08509, over 21746.14 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2971, pruned_loss=0.06005, over 2320039.48 frames. utt_duration=1248 frames, utt_pad_proportion=0.05732, over 7446.64 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3224, pruned_loss=0.0852, over 2475578.29 frames. utt_duration=423.9 frames, utt_pad_proportion=0.0863, over 23441.11 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 20:33:42,984 INFO [train.py:927] (3/8) Epoch 10, batch 5850, giga_loss[loss=0.2752, simple_loss=0.341, pruned_loss=0.1047, over 12383.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07841, over 213.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.319, pruned_loss=0.0833, over 2474707.17 frames. utt_duration=447 frames, utt_pad_proportion=0.08521, over 22218.38 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.297, pruned_loss=0.06001, over 2322991.01 frames. utt_duration=1250 frames, utt_pad_proportion=0.05645, over 7440.73 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3218, pruned_loss=0.0859, over 2475240.22 frames. utt_duration=417.1 frames, utt_pad_proportion=0.08653, over 23823.20 utterances.], batch size: 213, lr: 3.71e-04
2022-08-26 20:35:26,222 INFO [train.py:927] (3/8) Epoch 10, batch 5900, giga_loss[loss=0.235, simple_loss=0.315, pruned_loss=0.07749, over 12372.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07445, over 212.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3162, pruned_loss=0.08043, over 2474839.55 frames. utt_duration=431.4 frames, utt_pad_proportion=0.0863, over 23023.12 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.297, pruned_loss=0.05995, over 2325406.88 frames. utt_duration=1250 frames, utt_pad_proportion=0.05583, over 7452.09 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3186, pruned_loss=0.08283, over 2475131.67 frames. utt_duration=406 frames, utt_pad_proportion=0.08753, over 24472.98 utterances.], batch size: 212, lr: 3.71e-04
2022-08-26 20:37:14,699 INFO [train.py:927] (3/8) Epoch 10, batch 5950, libri_loss[loss=0.171, simple_loss=0.2629, pruned_loss=0.0396, over 12190.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008572, over 30.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3157, pruned_loss=0.08016, over 2474609.08 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08687, over 23271.38 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2973, pruned_loss=0.05983, over 2330949.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.05529, over 7489.00 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3182, pruned_loss=0.08295, over 2475194.25 frames. utt_duration=397.8 frames, utt_pad_proportion=0.08832, over 24978.59 utterances.], batch size: 30, lr: 3.71e-04
2022-08-26 20:39:01,128 INFO [train.py:927] (3/8) Epoch 10, batch 6000, giga_loss[loss=0.2488, simple_loss=0.3296, pruned_loss=0.08404, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02574, over 45.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3118, pruned_loss=0.07836, over 2474766.64 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08419, over 21914.56 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2967, pruned_loss=0.05952, over 2334585.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.05444, over 7460.94 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3147, pruned_loss=0.08128, over 2475175.28 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08602, over 23641.54 utterances.], batch size: 45, lr: 3.71e-04
2022-08-26 20:39:01,129 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 20:39:15,012 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1807, simple_loss=0.2885, pruned_loss=0.03641, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 20:40:57,092 INFO [train.py:927] (3/8) Epoch 10, batch 6050, giga_loss[loss=0.287, simple_loss=0.3584, pruned_loss=0.1078, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3128, pruned_loss=0.07844, over 2474815.53 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08465, over 22089.09 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2963, pruned_loss=0.05933, over 2337279.32 frames. utt_duration=1257 frames, utt_pad_proportion=0.05362, over 7446.84 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3157, pruned_loss=0.08124, over 2475226.00 frames. utt_duration=418.7 frames, utt_pad_proportion=0.08647, over 23727.49 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 20:42:37,357 INFO [train.py:927] (3/8) Epoch 10, batch 6100, giga_loss[loss=0.2637, simple_loss=0.3249, pruned_loss=0.1013, over 12366.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2115, over 373.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07796, over 2474538.37 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08016, over 21413.45 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2962, pruned_loss=0.0594, over 2342918.25 frames. utt_duration=1262 frames, utt_pad_proportion=0.05201, over 7436.91 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3154, pruned_loss=0.08094, over 2475257.79 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08277, over 23333.23 utterances.], batch size: 373, lr: 3.71e-04
2022-08-26 20:44:21,183 INFO [train.py:927] (3/8) Epoch 10, batch 6150, giga_loss[loss=0.2619, simple_loss=0.3342, pruned_loss=0.09482, over 12425.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07941, over 2474600.21 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07842, over 21801.03 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2963, pruned_loss=0.05937, over 2345515.69 frames. utt_duration=1264 frames, utt_pad_proportion=0.05119, over 7434.17 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3168, pruned_loss=0.08217, over 2475153.52 frames. utt_duration=421.2 frames, utt_pad_proportion=0.081, over 23585.68 utterances.], batch size: 162, lr: 3.71e-04
2022-08-26 20:46:06,806 INFO [train.py:927] (3/8) Epoch 10, batch 6200, libri_loss[loss=0.1996, simple_loss=0.3043, pruned_loss=0.04739, over 12381.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007824, over 31.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.316, pruned_loss=0.08069, over 2474018.98 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07917, over 22103.31 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2957, pruned_loss=0.05902, over 2349414.93 frames. utt_duration=1271 frames, utt_pad_proportion=0.04984, over 7402.43 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08387, over 2474974.43 frames. utt_duration=413.2 frames, utt_pad_proportion=0.0818, over 24043.53 utterances.], batch size: 31, lr: 3.71e-04
2022-08-26 20:47:54,365 INFO [train.py:927] (3/8) Epoch 10, batch 6250, giga_loss[loss=0.2477, simple_loss=0.325, pruned_loss=0.08517, over 12437.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08119, over 2473916.16 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07754, over 21206.69 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05895, over 2353104.85 frames. utt_duration=1274 frames, utt_pad_proportion=0.04874, over 7399.45 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.32, pruned_loss=0.08444, over 2474660.86 frames. utt_duration=428.8 frames, utt_pad_proportion=0.08044, over 23163.83 utterances.], batch size: 105, lr: 3.71e-04
2022-08-26 20:49:40,929 INFO [train.py:927] (3/8) Epoch 10, batch 6300, giga_loss[loss=0.2108, simple_loss=0.2844, pruned_loss=0.06859, over 12209.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03028, over 39.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3179, pruned_loss=0.08073, over 2474033.69 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07273, over 20792.90 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.296, pruned_loss=0.05908, over 2356106.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.04778, over 7406.43 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3207, pruned_loss=0.08372, over 2474629.41 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07595, over 22660.60 utterances.], batch size: 39, lr: 3.71e-04
2022-08-26 20:51:25,717 INFO [train.py:927] (3/8) Epoch 10, batch 6350, giga_loss[loss=0.2165, simple_loss=0.2945, pruned_loss=0.06928, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02906, over 42.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3171, pruned_loss=0.0814, over 2474637.64 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07825, over 21428.66 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05886, over 2357929.67 frames. utt_duration=1279 frames, utt_pad_proportion=0.04734, over 7381.46 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3201, pruned_loss=0.08424, over 2475036.34 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0806, over 23114.97 utterances.], batch size: 42, lr: 3.71e-04
2022-08-26 20:53:13,044 INFO [train.py:927] (3/8) Epoch 10, batch 6400, giga_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07119, over 12366.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3168, pruned_loss=0.08219, over 2474917.35 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07891, over 21555.46 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2954, pruned_loss=0.05883, over 2359687.08 frames. utt_duration=1280 frames, utt_pad_proportion=0.0468, over 7383.69 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08473, over 2475218.87 frames. utt_duration=430.8 frames, utt_pad_proportion=0.081, over 23057.68 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 20:54:57,437 INFO [train.py:927] (3/8) Epoch 10, batch 6450, giga_loss[loss=0.2116, simple_loss=0.2895, pruned_loss=0.06684, over 12474.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03663, over 37.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3156, pruned_loss=0.08203, over 2475205.16 frames. utt_duration=451.8 frames, utt_pad_proportion=0.08277, over 21984.04 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2954, pruned_loss=0.05888, over 2361172.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.04627, over 7373.94 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.318, pruned_loss=0.0843, over 2475650.49 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08443, over 23366.73 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 20:56:41,955 INFO [train.py:927] (3/8) Epoch 10, batch 6500, giga_loss[loss=0.2749, simple_loss=0.3368, pruned_loss=0.1066, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06274, over 183.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3174, pruned_loss=0.0835, over 2475652.04 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08424, over 22037.61 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.05907, over 2363512.41 frames. utt_duration=1279 frames, utt_pad_proportion=0.04647, over 7402.14 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3193, pruned_loss=0.08556, over 2475933.42 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08568, over 23364.52 utterances.], batch size: 183, lr: 3.70e-04
2022-08-26 20:58:24,848 INFO [train.py:927] (3/8) Epoch 10, batch 6550, giga_loss[loss=0.2151, simple_loss=0.2907, pruned_loss=0.06974, over 12476.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.03288, over 26.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08333, over 2475580.14 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08004, over 21209.20 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2958, pruned_loss=0.0591, over 2365654.59 frames. utt_duration=1282 frames, utt_pad_proportion=0.04575, over 7389.14 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.319, pruned_loss=0.08541, over 2475894.01 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08183, over 22545.20 utterances.], batch size: 26, lr: 3.70e-04
2022-08-26 21:00:09,539 INFO [train.py:927] (3/8) Epoch 10, batch 6600, giga_loss[loss=0.2075, simple_loss=0.2993, pruned_loss=0.05783, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03976, over 28.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.318, pruned_loss=0.08435, over 2475937.49 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08025, over 21735.51 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2959, pruned_loss=0.05917, over 2367906.65 frames. utt_duration=1285 frames, utt_pad_proportion=0.04504, over 7380.35 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3199, pruned_loss=0.08642, over 2476133.22 frames. utt_duration=430.6 frames, utt_pad_proportion=0.08205, over 23078.54 utterances.], batch size: 28, lr: 3.70e-04
2022-08-26 21:01:53,921 INFO [train.py:927] (3/8) Epoch 10, batch 6650, giga_loss[loss=0.2347, simple_loss=0.3233, pruned_loss=0.073, over 12389.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03936, over 113.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.08338, over 2474574.62 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07811, over 20983.98 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2953, pruned_loss=0.05904, over 2371034.33 frames. utt_duration=1290 frames, utt_pad_proportion=0.04407, over 7360.45 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3201, pruned_loss=0.08609, over 2475765.44 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08042, over 22606.80 utterances.], batch size: 113, lr: 3.70e-04
2022-08-26 21:03:40,798 INFO [train.py:927] (3/8) Epoch 10, batch 6700, giga_loss[loss=0.234, simple_loss=0.3158, pruned_loss=0.07612, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.32, pruned_loss=0.08565, over 2474796.23 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08445, over 21932.09 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2953, pruned_loss=0.05912, over 2372215.87 frames. utt_duration=1290 frames, utt_pad_proportion=0.04376, over 7366.84 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3225, pruned_loss=0.08792, over 2475608.42 frames. utt_duration=426 frames, utt_pad_proportion=0.08604, over 23324.48 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 21:05:25,587 INFO [train.py:927] (3/8) Epoch 10, batch 6750, giga_loss[loss=0.2165, simple_loss=0.303, pruned_loss=0.06503, over 12056.00 frames. utt_duration=1930 frames, utt_pad_proportion=0.02712, over 25.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3196, pruned_loss=0.08476, over 2474167.23 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08575, over 21854.74 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2953, pruned_loss=0.05906, over 2375584.13 frames. utt_duration=1292 frames, utt_pad_proportion=0.04296, over 7364.78 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3223, pruned_loss=0.08741, over 2474959.52 frames. utt_duration=424.4 frames, utt_pad_proportion=0.08755, over 23405.13 utterances.], batch size: 25, lr: 3.70e-04
2022-08-26 21:07:05,898 INFO [train.py:927] (3/8) Epoch 10, batch 6800, libri_loss[loss=0.2133, simple_loss=0.2994, pruned_loss=0.06357, over 12128.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005816, over 32.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08394, over 2474003.34 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08461, over 21684.22 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2951, pruned_loss=0.05894, over 2378420.84 frames. utt_duration=1296 frames, utt_pad_proportion=0.042, over 7346.98 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3225, pruned_loss=0.08684, over 2474740.59 frames. utt_duration=425.9 frames, utt_pad_proportion=0.08671, over 23324.39 utterances.], batch size: 32, lr: 3.70e-04
2022-08-26 21:08:45,175 INFO [train.py:927] (3/8) Epoch 10, batch 6850, giga_loss[loss=0.3268, simple_loss=0.3827, pruned_loss=0.1355, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07109, over 211.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3187, pruned_loss=0.08342, over 2473890.89 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08361, over 21562.50 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2955, pruned_loss=0.05915, over 2380699.84 frames. utt_duration=1283 frames, utt_pad_proportion=0.04617, over 7430.47 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3213, pruned_loss=0.08612, over 2474541.20 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08448, over 23125.86 utterances.], batch size: 211, lr: 3.70e-04
2022-08-26 21:10:28,883 INFO [train.py:927] (3/8) Epoch 10, batch 6900, giga_loss[loss=0.312, simple_loss=0.3613, pruned_loss=0.1314, over 12412.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05257, over 162.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3186, pruned_loss=0.08285, over 2473834.26 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0788, over 20621.16 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2951, pruned_loss=0.05893, over 2382388.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04549, over 7410.99 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3214, pruned_loss=0.08562, over 2474496.95 frames. utt_duration=448.9 frames, utt_pad_proportion=0.0802, over 22123.30 utterances.], batch size: 162, lr: 3.70e-04
2022-08-26 21:12:10,938 INFO [train.py:927] (3/8) Epoch 10, batch 6950, giga_loss[loss=0.2534, simple_loss=0.3319, pruned_loss=0.08746, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03087, over 62.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3179, pruned_loss=0.08319, over 2474173.65 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07873, over 20040.64 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2947, pruned_loss=0.05886, over 2384981.40 frames. utt_duration=1293 frames, utt_pad_proportion=0.04447, over 7384.95 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3211, pruned_loss=0.08611, over 2474830.16 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08047, over 21609.98 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 21:13:55,544 INFO [train.py:927] (3/8) Epoch 10, batch 7000, giga_loss[loss=0.2106, simple_loss=0.3007, pruned_loss=0.06021, over 12417.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.03389, over 75.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3192, pruned_loss=0.08378, over 2474240.83 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07403, over 19897.86 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05892, over 2386789.83 frames. utt_duration=1294 frames, utt_pad_proportion=0.04366, over 7387.28 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3221, pruned_loss=0.08658, over 2475113.68 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07625, over 21421.85 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 21:15:37,658 INFO [train.py:927] (3/8) Epoch 10, batch 7050, giga_loss[loss=0.2351, simple_loss=0.3209, pruned_loss=0.07459, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3199, pruned_loss=0.08411, over 2474328.43 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07231, over 20004.25 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05906, over 2388297.87 frames. utt_duration=1294 frames, utt_pad_proportion=0.04323, over 7393.33 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3225, pruned_loss=0.08665, over 2475221.65 frames. utt_duration=463.6 frames, utt_pad_proportion=0.0745, over 21424.96 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 21:17:19,881 INFO [train.py:927] (3/8) Epoch 10, batch 7100, giga_loss[loss=0.2214, simple_loss=0.3063, pruned_loss=0.06823, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04766, over 26.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3207, pruned_loss=0.08485, over 2474646.46 frames. utt_duration=486.2 frames, utt_pad_proportion=0.072, over 20420.22 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2952, pruned_loss=0.05915, over 2389262.74 frames. utt_duration=1294 frames, utt_pad_proportion=0.04288, over 7394.39 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3229, pruned_loss=0.08699, over 2475244.74 frames. utt_duration=458.8 frames, utt_pad_proportion=0.0739, over 21649.08 utterances.], batch size: 26, lr: 3.70e-04
2022-08-26 21:19:01,849 INFO [train.py:927] (3/8) Epoch 10, batch 7150, giga_loss[loss=0.2142, simple_loss=0.2967, pruned_loss=0.06592, over 12133.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.04738, over 28.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3199, pruned_loss=0.08377, over 2474975.06 frames. utt_duration=502.6 frames, utt_pad_proportion=0.0701, over 19757.16 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.296, pruned_loss=0.05944, over 2392287.05 frames. utt_duration=1293 frames, utt_pad_proportion=0.04194, over 7411.30 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.08616, over 2475766.06 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07243, over 21193.88 utterances.], batch size: 28, lr: 3.70e-04
2022-08-26 21:20:43,059 INFO [train.py:927] (3/8) Epoch 10, batch 7200, giga_loss[loss=0.2223, simple_loss=0.297, pruned_loss=0.0738, over 12366.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3169, pruned_loss=0.08242, over 2475043.49 frames. utt_duration=495.9 frames, utt_pad_proportion=0.06909, over 20023.80 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2957, pruned_loss=0.05935, over 2393592.82 frames. utt_duration=1295 frames, utt_pad_proportion=0.04134, over 7401.21 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3191, pruned_loss=0.08484, over 2475978.16 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07131, over 21399.05 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 21:22:25,986 INFO [train.py:927] (3/8) Epoch 10, batch 7250, giga_loss[loss=0.247, simple_loss=0.318, pruned_loss=0.08801, over 12329.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03232, over 85.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3138, pruned_loss=0.08129, over 2474461.62 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07197, over 19676.53 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.05954, over 2396182.61 frames. utt_duration=1274 frames, utt_pad_proportion=0.04897, over 7534.96 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3161, pruned_loss=0.08379, over 2475395.89 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07149, over 21056.80 utterances.], batch size: 85, lr: 3.70e-04
2022-08-26 21:24:10,729 INFO [train.py:927] (3/8) Epoch 10, batch 7300, giga_loss[loss=0.2216, simple_loss=0.2923, pruned_loss=0.07548, over 12353.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3127, pruned_loss=0.08043, over 2474600.23 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07319, over 20181.66 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2956, pruned_loss=0.05957, over 2397316.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.04841, over 7522.01 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3149, pruned_loss=0.08266, over 2475356.41 frames. utt_duration=463.2 frames, utt_pad_proportion=0.073, over 21444.71 utterances.], batch size: 363, lr: 3.70e-04
2022-08-26 21:25:49,616 INFO [train.py:927] (3/8) Epoch 10, batch 7350, giga_loss[loss=0.2176, simple_loss=0.3094, pruned_loss=0.06291, over 12386.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02993, over 97.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3119, pruned_loss=0.07764, over 2474343.03 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06964, over 20501.41 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2957, pruned_loss=0.05982, over 2400736.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.04683, over 7505.35 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3144, pruned_loss=0.08022, over 2475613.50 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07057, over 22191.24 utterances.], batch size: 97, lr: 3.70e-04
2022-08-26 21:27:31,482 INFO [train.py:927] (3/8) Epoch 10, batch 7400, giga_loss[loss=0.1956, simple_loss=0.2878, pruned_loss=0.05167, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03093, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3095, pruned_loss=0.0746, over 2474263.88 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07111, over 21423.68 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.05948, over 2402389.83 frames. utt_duration=1288 frames, utt_pad_proportion=0.04586, over 7467.62 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3124, pruned_loss=0.07741, over 2475792.51 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07218, over 23173.07 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 21:29:15,747 INFO [train.py:927] (3/8) Epoch 10, batch 7450, giga_loss[loss=0.209, simple_loss=0.3068, pruned_loss=0.05562, over 12426.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.307, pruned_loss=0.07095, over 2474251.37 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07111, over 21084.63 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2945, pruned_loss=0.05926, over 2404262.77 frames. utt_duration=1296 frames, utt_pad_proportion=0.04472, over 7428.76 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3104, pruned_loss=0.07384, over 2476070.08 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07259, over 22985.43 utterances.], batch size: 146, lr: 3.70e-04
2022-08-26 21:30:55,487 INFO [train.py:927] (3/8) Epoch 10, batch 7500, giga_loss[loss=0.2354, simple_loss=0.3175, pruned_loss=0.07666, over 12392.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02976, over 97.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3074, pruned_loss=0.07051, over 2475163.41 frames. utt_duration=466.6 frames, utt_pad_proportion=0.0711, over 21285.32 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.05896, over 2406375.66 frames. utt_duration=1300 frames, utt_pad_proportion=0.04378, over 7413.11 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3108, pruned_loss=0.07341, over 2476601.39 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07278, over 23202.39 utterances.], batch size: 97, lr: 3.70e-04
2022-08-26 21:32:35,855 INFO [train.py:927] (3/8) Epoch 10, batch 7550, giga_loss[loss=0.1913, simple_loss=0.2824, pruned_loss=0.05005, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04377, over 37.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3048, pruned_loss=0.06855, over 2475269.85 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07126, over 21489.98 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2942, pruned_loss=0.05892, over 2408013.98 frames. utt_duration=1302 frames, utt_pad_proportion=0.04286, over 7407.59 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3078, pruned_loss=0.07121, over 2476822.48 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07311, over 23430.57 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 21:34:18,385 INFO [train.py:927] (3/8) Epoch 10, batch 7600, giga_loss[loss=0.2311, simple_loss=0.3075, pruned_loss=0.07731, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3041, pruned_loss=0.06809, over 2475318.09 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07348, over 23343.23 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2939, pruned_loss=0.05877, over 2408410.64 frames. utt_duration=1305 frames, utt_pad_proportion=0.04261, over 7390.56 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3069, pruned_loss=0.07039, over 2476789.36 frames. utt_duration=397.5 frames, utt_pad_proportion=0.07483, over 25018.05 utterances.], batch size: 258, lr: 3.70e-04
2022-08-26 21:35:58,621 INFO [train.py:927] (3/8) Epoch 10, batch 7650, giga_loss[loss=0.1914, simple_loss=0.2882, pruned_loss=0.0473, over 12443.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3017, pruned_loss=0.0657, over 2475629.84 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07151, over 22965.60 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.05878, over 2410612.46 frames. utt_duration=1309 frames, utt_pad_proportion=0.04152, over 7373.23 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3041, pruned_loss=0.0678, over 2476919.47 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07328, over 24825.50 utterances.], batch size: 162, lr: 3.70e-04
2022-08-26 21:37:44,121 INFO [train.py:927] (3/8) Epoch 10, batch 7700, giga_loss[loss=0.2199, simple_loss=0.301, pruned_loss=0.06939, over 12446.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2984, pruned_loss=0.06373, over 2475494.96 frames. utt_duration=422.4 frames, utt_pad_proportion=0.0702, over 23525.84 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.05887, over 2411223.20 frames. utt_duration=1311 frames, utt_pad_proportion=0.04105, over 7362.68 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3004, pruned_loss=0.06541, over 2476849.16 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07187, over 25209.45 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 21:39:26,743 INFO [train.py:927] (3/8) Epoch 10, batch 7750, libri_loss[loss=0.2569, simple_loss=0.3382, pruned_loss=0.08775, over 12327.00 frames. utt_duration=430.4 frames, utt_pad_proportion=0.3306, over 115.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.297, pruned_loss=0.06284, over 2475875.59 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06859, over 23124.04 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2941, pruned_loss=0.05887, over 2413302.28 frames. utt_duration=1302 frames, utt_pad_proportion=0.04458, over 7420.46 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2987, pruned_loss=0.06435, over 2477406.23 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06933, over 25013.76 utterances.], batch size: 115, lr: 3.69e-04
2022-08-26 21:41:25,210 INFO [train.py:927] (3/8) Epoch 10, batch 7800, giga_loss[loss=0.2392, simple_loss=0.3261, pruned_loss=0.07614, over 12403.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2982, pruned_loss=0.06297, over 2476204.99 frames. utt_duration=402 frames, utt_pad_proportion=0.072, over 24729.75 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2938, pruned_loss=0.05873, over 2413914.18 frames. utt_duration=1306 frames, utt_pad_proportion=0.04409, over 7404.24 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2998, pruned_loss=0.06433, over 2477721.07 frames. utt_duration=376 frames, utt_pad_proportion=0.07257, over 26463.70 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 21:43:30,371 INFO [train.py:927] (3/8) Epoch 10, batch 7850, giga_loss[loss=0.2169, simple_loss=0.3026, pruned_loss=0.06558, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02609, over 55.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2979, pruned_loss=0.06232, over 2476558.78 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06897, over 24803.91 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05862, over 2414397.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.04361, over 7391.23 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2994, pruned_loss=0.06355, over 2478181.30 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06981, over 26429.88 utterances.], batch size: 55, lr: 3.69e-04
2022-08-26 21:45:29,671 INFO [train.py:927] (3/8) Epoch 10, batch 7900, giga_loss[loss=0.218, simple_loss=0.3072, pruned_loss=0.06447, over 12450.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0352, over 105.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06057, over 2476476.36 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06793, over 24894.95 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05848, over 2416036.77 frames. utt_duration=1310 frames, utt_pad_proportion=0.04258, over 7383.58 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2975, pruned_loss=0.06175, over 2477960.31 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06907, over 26662.53 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 21:47:34,760 INFO [train.py:927] (3/8) Epoch 10, batch 7950, giga_loss[loss=0.1823, simple_loss=0.2729, pruned_loss=0.04589, over 12305.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.0338, over 70.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05957, over 2476629.03 frames. utt_duration=402.1 frames, utt_pad_proportion=0.0682, over 24719.51 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05856, over 2417084.12 frames. utt_duration=1311 frames, utt_pad_proportion=0.04195, over 7383.86 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2947, pruned_loss=0.06048, over 2477935.34 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06938, over 26426.00 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 21:49:26,113 INFO [train.py:927] (3/8) Epoch 10, batch 8000, giga_loss[loss=0.2052, simple_loss=0.2899, pruned_loss=0.06026, over 12397.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05993, over 182.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2939, pruned_loss=0.0591, over 2477081.50 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06716, over 25051.59 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.05844, over 2418334.63 frames. utt_duration=1313 frames, utt_pad_proportion=0.04117, over 7376.30 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2944, pruned_loss=0.05994, over 2478330.71 frames. utt_duration=371 frames, utt_pad_proportion=0.0685, over 26817.09 utterances.], batch size: 182, lr: 3.69e-04
2022-08-26 21:51:41,767 INFO [train.py:927] (3/8) Epoch 10, batch 8050, giga_loss[loss=0.1816, simple_loss=0.2706, pruned_loss=0.04635, over 12322.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02644, over 74.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2947, pruned_loss=0.05911, over 2476768.63 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06955, over 25474.10 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2943, pruned_loss=0.05854, over 2419666.39 frames. utt_duration=1309 frames, utt_pad_proportion=0.04138, over 7400.52 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05971, over 2477874.34 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07061, over 27262.85 utterances.], batch size: 74, lr: 3.69e-04
2022-08-26 21:53:41,954 INFO [train.py:927] (3/8) Epoch 10, batch 8100, giga_loss[loss=0.2041, simple_loss=0.2976, pruned_loss=0.05529, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03674, over 113.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.0589, over 2477152.47 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06995, over 25362.55 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.0584, over 2420707.98 frames. utt_duration=1313 frames, utt_pad_proportion=0.04076, over 7385.65 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2941, pruned_loss=0.05948, over 2478102.22 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07105, over 27114.85 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 21:55:43,270 INFO [train.py:927] (3/8) Epoch 10, batch 8150, giga_loss[loss=0.1885, simple_loss=0.2881, pruned_loss=0.04444, over 12403.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2964, pruned_loss=0.05857, over 2477487.81 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06762, over 24903.54 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05849, over 2421826.87 frames. utt_duration=1310 frames, utt_pad_proportion=0.04029, over 7401.85 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2964, pruned_loss=0.05897, over 2478508.06 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06896, over 26699.60 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 21:57:51,268 INFO [train.py:927] (3/8) Epoch 10, batch 8200, giga_loss[loss=0.1761, simple_loss=0.2579, pruned_loss=0.04712, over 12364.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1805, over 358.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.297, pruned_loss=0.05775, over 2477301.28 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06932, over 25047.20 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2945, pruned_loss=0.05848, over 2421836.73 frames. utt_duration=1311 frames, utt_pad_proportion=0.04014, over 7396.84 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2969, pruned_loss=0.05807, over 2478347.13 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07036, over 26538.13 utterances.], batch size: 358, lr: 3.69e-04
2022-08-26 21:59:53,752 INFO [train.py:927] (3/8) Epoch 10, batch 8250, giga_loss[loss=0.2088, simple_loss=0.2861, pruned_loss=0.06571, over 12364.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04444, over 37.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2964, pruned_loss=0.05773, over 2477498.58 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0664, over 24382.45 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.05832, over 2422537.62 frames. utt_duration=1316 frames, utt_pad_proportion=0.03972, over 7374.11 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2965, pruned_loss=0.05811, over 2478691.32 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06764, over 25908.87 utterances.], batch size: 37, lr: 3.69e-04
2022-08-26 22:02:25,610 INFO [train.py:927] (3/8) Epoch 10, batch 8300, giga_loss[loss=0.2341, simple_loss=0.3118, pruned_loss=0.07827, over 12422.00 frames. utt_duration=307.3 frames, utt_pad_proportion=0.05724, over 162.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2964, pruned_loss=0.05895, over 2476913.88 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06563, over 24315.38 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2942, pruned_loss=0.05838, over 2423739.16 frames. utt_duration=1318 frames, utt_pad_proportion=0.03905, over 7362.82 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2966, pruned_loss=0.0592, over 2477985.47 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06699, over 25905.53 utterances.], batch size: 162, lr: 3.69e-04
2022-08-26 22:04:35,171 INFO [train.py:927] (3/8) Epoch 10, batch 8350, giga_loss[loss=0.1649, simple_loss=0.2595, pruned_loss=0.03515, over 12408.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05736, over 2476747.72 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07099, over 24417.15 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05826, over 2424930.89 frames. utt_duration=1309 frames, utt_pad_proportion=0.04255, over 7416.03 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05768, over 2477952.35 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07115, over 26102.18 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 22:06:41,048 INFO [train.py:927] (3/8) Epoch 10, batch 8400, giga_loss[loss=0.2251, simple_loss=0.3151, pruned_loss=0.06754, over 12467.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02718, over 80.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05717, over 2477111.59 frames. utt_duration=399.8 frames, utt_pad_proportion=0.073, over 24853.66 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.0582, over 2425829.95 frames. utt_duration=1312 frames, utt_pad_proportion=0.04178, over 7402.81 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.05746, over 2478420.76 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07336, over 26586.04 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 22:08:47,081 INFO [train.py:927] (3/8) Epoch 10, batch 8450, giga_loss[loss=0.2219, simple_loss=0.2968, pruned_loss=0.07345, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07569, over 212.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05784, over 2477704.63 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07025, over 24840.21 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05814, over 2426814.88 frames. utt_duration=1314 frames, utt_pad_proportion=0.04126, over 7396.69 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05812, over 2478787.77 frames. utt_duration=374.9 frames, utt_pad_proportion=0.07099, over 26531.15 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 22:10:55,903 INFO [train.py:927] (3/8) Epoch 10, batch 8500, giga_loss[loss=0.2006, simple_loss=0.2949, pruned_loss=0.05316, over 12405.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03507, over 75.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2927, pruned_loss=0.05841, over 2478160.10 frames. utt_duration=396.5 frames, utt_pad_proportion=0.07199, over 25076.77 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2937, pruned_loss=0.05809, over 2427624.91 frames. utt_duration=1311 frames, utt_pad_proportion=0.04149, over 7417.64 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.05867, over 2478969.23 frames. utt_duration=373.4 frames, utt_pad_proportion=0.07256, over 26637.42 utterances.], batch size: 75, lr: 3.69e-04
2022-08-26 22:13:13,614 INFO [train.py:927] (3/8) Epoch 10, batch 8550, giga_loss[loss=0.2217, simple_loss=0.3109, pruned_loss=0.06628, over 12354.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04218, over 113.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05874, over 2478134.63 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07219, over 25005.75 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.0581, over 2428389.61 frames. utt_duration=1308 frames, utt_pad_proportion=0.04184, over 7434.32 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05893, over 2478766.21 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07268, over 26458.05 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 22:15:26,973 INFO [train.py:927] (3/8) Epoch 10, batch 8600, giga_loss[loss=0.1776, simple_loss=0.2724, pruned_loss=0.04141, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.027, over 66.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2923, pruned_loss=0.05868, over 2477444.23 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07239, over 25050.56 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.05843, over 2428844.53 frames. utt_duration=1290 frames, utt_pad_proportion=0.04741, over 7539.11 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2921, pruned_loss=0.05853, over 2478205.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07147, over 26338.72 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 22:17:24,332 INFO [train.py:927] (3/8) Epoch 10, batch 8650, giga_loss[loss=0.226, simple_loss=0.3101, pruned_loss=0.071, over 12358.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.29, pruned_loss=0.05776, over 2477520.94 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07129, over 24898.96 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05845, over 2429934.65 frames. utt_duration=1295 frames, utt_pad_proportion=0.04622, over 7511.63 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2894, pruned_loss=0.05762, over 2478638.73 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0711, over 26483.15 utterances.], batch size: 97, lr: 3.69e-04
2022-08-26 22:19:22,441 INFO [train.py:927] (3/8) Epoch 10, batch 8700, giga_loss[loss=0.188, simple_loss=0.2627, pruned_loss=0.05669, over 12379.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1718, over 355.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2908, pruned_loss=0.05817, over 2478079.99 frames. utt_duration=393.3 frames, utt_pad_proportion=0.07098, over 25280.14 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2946, pruned_loss=0.05854, over 2431136.93 frames. utt_duration=1297 frames, utt_pad_proportion=0.0456, over 7508.68 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2901, pruned_loss=0.05797, over 2478976.33 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07117, over 26938.79 utterances.], batch size: 355, lr: 3.69e-04
2022-08-26 22:21:34,610 INFO [train.py:927] (3/8) Epoch 10, batch 8750, giga_loss[loss=0.1796, simple_loss=0.2704, pruned_loss=0.04438, over 12376.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02903, over 85.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2893, pruned_loss=0.05728, over 2478270.80 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07161, over 25463.91 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2945, pruned_loss=0.05849, over 2431875.61 frames. utt_duration=1298 frames, utt_pad_proportion=0.04488, over 7503.59 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2887, pruned_loss=0.05715, over 2479140.38 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07203, over 27095.08 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 22:23:49,423 INFO [train.py:927] (3/8) Epoch 10, batch 8800, giga_loss[loss=0.2002, simple_loss=0.2844, pruned_loss=0.05799, over 12470.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02414, over 80.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2884, pruned_loss=0.05688, over 2478586.52 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06609, over 24087.18 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2948, pruned_loss=0.05887, over 2433653.61 frames. utt_duration=1298 frames, utt_pad_proportion=0.04391, over 7505.98 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2876, pruned_loss=0.05638, over 2479344.07 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06731, over 26018.85 utterances.], batch size: 80, lr: 3.69e-04
2022-08-26 22:25:49,099 INFO [train.py:927] (3/8) Epoch 10, batch 8850, giga_loss[loss=0.1816, simple_loss=0.2717, pruned_loss=0.04576, over 12323.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02878, over 74.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2888, pruned_loss=0.05729, over 2478983.61 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06635, over 24263.66 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.295, pruned_loss=0.05893, over 2434485.47 frames. utt_duration=1298 frames, utt_pad_proportion=0.04328, over 7510.75 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2878, pruned_loss=0.05681, over 2479650.25 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06761, over 26107.67 utterances.], batch size: 74, lr: 3.69e-04
2022-08-26 22:27:47,841 INFO [train.py:927] (3/8) Epoch 10, batch 8900, giga_loss[loss=0.2005, simple_loss=0.2831, pruned_loss=0.05897, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2876, pruned_loss=0.05634, over 2479022.64 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06944, over 25038.82 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.295, pruned_loss=0.05902, over 2435161.15 frames. utt_duration=1301 frames, utt_pad_proportion=0.04273, over 7496.28 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2866, pruned_loss=0.05584, over 2479938.28 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07049, over 26908.46 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 22:29:45,958 INFO [train.py:927] (3/8) Epoch 10, batch 8950, giga_loss[loss=0.1869, simple_loss=0.2616, pruned_loss=0.05611, over 12347.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1809, over 358.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2895, pruned_loss=0.05667, over 2478767.78 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07039, over 25212.69 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.295, pruned_loss=0.0592, over 2436415.16 frames. utt_duration=1289 frames, utt_pad_proportion=0.04677, over 7568.24 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2885, pruned_loss=0.05601, over 2479711.73 frames. utt_duration=366.3 frames, utt_pad_proportion=0.07039, over 27168.78 utterances.], batch size: 358, lr: 3.69e-04
2022-08-26 22:31:39,398 INFO [train.py:927] (3/8) Epoch 10, batch 9000, giga_loss[loss=0.199, simple_loss=0.2886, pruned_loss=0.05476, over 12416.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04985, over 147.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2901, pruned_loss=0.05657, over 2477903.51 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06749, over 24774.81 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2949, pruned_loss=0.05916, over 2437312.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.04666, over 7588.49 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2892, pruned_loss=0.05598, over 2479165.56 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06789, over 26877.12 utterances.], batch size: 147, lr: 3.69e-04
2022-08-26 22:31:39,398 INFO [train.py:958] (3/8) Computing validation loss
2022-08-26 22:31:55,200 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1782, simple_loss=0.2879, pruned_loss=0.03429, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 22:33:55,617 INFO [train.py:927] (3/8) Epoch 10, batch 9050, giga_loss[loss=0.2178, simple_loss=0.3031, pruned_loss=0.06624, over 12378.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02791, over 91.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.289, pruned_loss=0.05568, over 2477581.97 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06969, over 24919.29 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05925, over 2437951.43 frames. utt_duration=1274 frames, utt_pad_proportion=0.05012, over 7661.42 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.288, pruned_loss=0.05505, over 2478946.08 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06911, over 26934.44 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 22:35:51,676 INFO [train.py:927] (3/8) Epoch 10, batch 9100, giga_loss[loss=0.2186, simple_loss=0.3123, pruned_loss=0.0625, over 12438.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03197, over 80.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05576, over 2477190.09 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06728, over 24866.75 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2951, pruned_loss=0.05933, over 2438490.98 frames. utt_duration=1273 frames, utt_pad_proportion=0.05002, over 7671.44 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2871, pruned_loss=0.0551, over 2478695.02 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06713, over 26858.18 utterances.], batch size: 80, lr: 3.68e-04
2022-08-26 22:37:53,685 INFO [train.py:927] (3/8) Epoch 10, batch 9150, giga_loss[loss=0.2078, simple_loss=0.2899, pruned_loss=0.0628, over 12473.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03392, over 98.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2888, pruned_loss=0.05634, over 2476895.28 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06889, over 24613.65 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2947, pruned_loss=0.05928, over 2439447.33 frames. utt_duration=1269 frames, utt_pad_proportion=0.05255, over 7698.69 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2882, pruned_loss=0.05575, over 2478617.08 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06833, over 26828.38 utterances.], batch size: 98, lr: 3.68e-04
2022-08-26 22:39:49,329 INFO [train.py:927] (3/8) Epoch 10, batch 9200, giga_loss[loss=0.25, simple_loss=0.3323, pruned_loss=0.08382, over 12351.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.05765, over 2477215.73 frames. utt_duration=425 frames, utt_pad_proportion=0.06417, over 23383.85 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2946, pruned_loss=0.05927, over 2440467.83 frames. utt_duration=1273 frames, utt_pad_proportion=0.05177, over 7679.85 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2909, pruned_loss=0.05713, over 2478336.21 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06433, over 25450.76 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 22:41:51,622 INFO [train.py:927] (3/8) Epoch 10, batch 9250, libri_loss[loss=0.17, simple_loss=0.26, pruned_loss=0.04005, over 12475.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008775, over 29.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05771, over 2477422.95 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06544, over 23629.19 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05893, over 2441040.99 frames. utt_duration=1278 frames, utt_pad_proportion=0.05105, over 7651.46 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05759, over 2478445.53 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06577, over 25595.61 utterances.], batch size: 29, lr: 3.68e-04
2022-08-26 22:43:58,086 INFO [train.py:927] (3/8) Epoch 10, batch 9300, giga_loss[loss=0.1913, simple_loss=0.283, pruned_loss=0.04986, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.291, pruned_loss=0.05692, over 2477323.06 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06706, over 23826.10 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2941, pruned_loss=0.05876, over 2441428.77 frames. utt_duration=1268 frames, utt_pad_proportion=0.05479, over 7710.74 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.291, pruned_loss=0.05695, over 2478460.20 frames. utt_duration=388 frames, utt_pad_proportion=0.06628, over 25633.55 utterances.], batch size: 62, lr: 3.68e-04
2022-08-26 22:45:55,283 INFO [train.py:927] (3/8) Epoch 10, batch 9350, giga_loss[loss=0.2294, simple_loss=0.3101, pruned_loss=0.07436, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2914, pruned_loss=0.05764, over 2477484.65 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06588, over 24070.08 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.05882, over 2442334.05 frames. utt_duration=1269 frames, utt_pad_proportion=0.05412, over 7706.99 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.05754, over 2478898.53 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0656, over 26145.86 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 22:48:01,681 INFO [train.py:927] (3/8) Epoch 10, batch 9400, giga_loss[loss=0.1786, simple_loss=0.2551, pruned_loss=0.05106, over 12373.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1803, over 358.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2896, pruned_loss=0.05736, over 2477552.07 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07037, over 24777.55 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05876, over 2442632.30 frames. utt_duration=1269 frames, utt_pad_proportion=0.05382, over 7707.95 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2896, pruned_loss=0.05732, over 2478715.90 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07, over 26572.05 utterances.], batch size: 358, lr: 3.68e-04
2022-08-26 22:50:03,095 INFO [train.py:927] (3/8) Epoch 10, batch 9450, giga_loss[loss=0.2293, simple_loss=0.3211, pruned_loss=0.06875, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03202, over 40.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2889, pruned_loss=0.05587, over 2477289.01 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06917, over 24015.72 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05852, over 2443402.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05328, over 7710.90 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2889, pruned_loss=0.05602, over 2478147.35 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06916, over 25719.10 utterances.], batch size: 40, lr: 3.68e-04
2022-08-26 22:51:52,823 INFO [train.py:927] (3/8) Epoch 10, batch 9500, giga_loss[loss=0.1979, simple_loss=0.2937, pruned_loss=0.05103, over 12440.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04135, over 146.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2915, pruned_loss=0.05512, over 2476492.76 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06752, over 23285.06 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2955, pruned_loss=0.05864, over 2444032.47 frames. utt_duration=1270 frames, utt_pad_proportion=0.0526, over 7707.82 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2899, pruned_loss=0.05503, over 2477659.16 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06798, over 25148.51 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 22:54:01,160 INFO [train.py:927] (3/8) Epoch 10, batch 9550, giga_loss[loss=0.2312, simple_loss=0.313, pruned_loss=0.07474, over 12416.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2912, pruned_loss=0.05535, over 2477087.30 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06752, over 24133.75 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.295, pruned_loss=0.05848, over 2444420.16 frames. utt_duration=1274 frames, utt_pad_proportion=0.05188, over 7683.86 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2902, pruned_loss=0.05535, over 2478237.87 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06815, over 25914.56 utterances.], batch size: 80, lr: 3.68e-04
2022-08-26 22:56:12,351 INFO [train.py:927] (3/8) Epoch 10, batch 9600, giga_loss[loss=0.187, simple_loss=0.2594, pruned_loss=0.05734, over 12359.00 frames. utt_duration=142.1 frames, utt_pad_proportion=0.1642, over 351.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.291, pruned_loss=0.0552, over 2477141.38 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06833, over 25067.34 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.295, pruned_loss=0.05853, over 2445146.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05604, over 7764.84 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2901, pruned_loss=0.05506, over 2478423.63 frames. utt_duration=368.9 frames, utt_pad_proportion=0.06792, over 26961.19 utterances.], batch size: 351, lr: 3.68e-04
2022-08-26 22:58:24,180 INFO [train.py:927] (3/8) Epoch 10, batch 9650, giga_loss[loss=0.1995, simple_loss=0.2977, pruned_loss=0.05068, over 12292.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02606, over 54.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2928, pruned_loss=0.05595, over 2477178.05 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06773, over 25074.84 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2953, pruned_loss=0.05863, over 2446006.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05578, over 7797.75 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2917, pruned_loss=0.05566, over 2478273.96 frames. utt_duration=368.1 frames, utt_pad_proportion=0.06759, over 27019.98 utterances.], batch size: 54, lr: 3.68e-04
2022-08-26 23:00:42,456 INFO [train.py:927] (3/8) Epoch 10, batch 9700, giga_loss[loss=0.2017, simple_loss=0.2949, pruned_loss=0.05428, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.03717, over 161.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2946, pruned_loss=0.05698, over 2477725.80 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06801, over 25122.52 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05882, over 2446167.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.05966, over 7869.39 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2936, pruned_loss=0.05659, over 2478733.17 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06703, over 26744.72 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 23:02:57,366 INFO [train.py:927] (3/8) Epoch 10, batch 9750, giga_loss[loss=0.1986, simple_loss=0.2918, pruned_loss=0.05273, over 12377.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03535, over 132.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2931, pruned_loss=0.0564, over 2477144.74 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06743, over 24532.44 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2955, pruned_loss=0.05864, over 2446823.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.0586, over 7860.54 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2921, pruned_loss=0.05615, over 2478453.12 frames. utt_duration=376 frames, utt_pad_proportion=0.06701, over 26445.40 utterances.], batch size: 132, lr: 3.68e-04
2022-08-26 23:04:57,871 INFO [train.py:927] (3/8) Epoch 10, batch 9800, giga_loss[loss=0.1892, simple_loss=0.282, pruned_loss=0.04819, over 12428.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06214, over 183.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2918, pruned_loss=0.05573, over 2476697.52 frames. utt_duration=409 frames, utt_pad_proportion=0.06599, over 24294.53 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2947, pruned_loss=0.0584, over 2446875.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05734, over 7805.20 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2917, pruned_loss=0.05566, over 2478699.58 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06618, over 26436.07 utterances.], batch size: 183, lr: 3.68e-04
2022-08-26 23:06:52,483 INFO [train.py:927] (3/8) Epoch 10, batch 9850, giga_loss[loss=0.2022, simple_loss=0.2853, pruned_loss=0.05951, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0285, over 45.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2933, pruned_loss=0.0564, over 2476738.49 frames. utt_duration=411 frames, utt_pad_proportion=0.06531, over 24171.43 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05815, over 2447082.63 frames. utt_duration=1262 frames, utt_pad_proportion=0.05634, over 7767.49 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2938, pruned_loss=0.0565, over 2478806.64 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06582, over 26269.16 utterances.], batch size: 45, lr: 3.68e-04
2022-08-26 23:08:41,313 INFO [train.py:927] (3/8) Epoch 10, batch 9900, giga_loss[loss=0.1953, simple_loss=0.279, pruned_loss=0.05579, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05188, over 161.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2901, pruned_loss=0.0551, over 2476101.51 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06336, over 23476.18 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2931, pruned_loss=0.05769, over 2447665.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.0555, over 7721.71 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2913, pruned_loss=0.05555, over 2477913.77 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06418, over 25549.86 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 23:10:32,116 INFO [train.py:927] (3/8) Epoch 10, batch 9950, giga_loss[loss=0.2036, simple_loss=0.2931, pruned_loss=0.05711, over 12379.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05709, over 2475560.60 frames. utt_duration=429.8 frames, utt_pad_proportion=0.06586, over 23103.17 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.05768, over 2448107.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05565, over 7735.81 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2936, pruned_loss=0.05743, over 2476967.64 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06636, over 24937.40 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 23:12:12,886 INFO [train.py:927] (3/8) Epoch 10, batch 10000, libri_loss[loss=0.2058, simple_loss=0.3011, pruned_loss=0.05528, over 12270.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008235, over 37.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2986, pruned_loss=0.05992, over 2474461.58 frames. utt_duration=451.8 frames, utt_pad_proportion=0.06595, over 21967.05 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05751, over 2448304.62 frames. utt_duration=1273 frames, utt_pad_proportion=0.05408, over 7702.93 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2993, pruned_loss=0.06038, over 2476407.78 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0669, over 24012.03 utterances.], batch size: 37, lr: 3.68e-04
2022-08-26 23:13:55,137 INFO [train.py:927] (3/8) Epoch 10, batch 10050, giga_loss[loss=0.1675, simple_loss=0.253, pruned_loss=0.04106, over 12450.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03092, over 75.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2971, pruned_loss=0.06039, over 2473883.83 frames. utt_duration=466 frames, utt_pad_proportion=0.06557, over 21294.21 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05733, over 2448614.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.05276, over 7677.08 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2982, pruned_loss=0.06103, over 2476080.36 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06691, over 23461.96 utterances.], batch size: 75, lr: 3.68e-04
2022-08-26 23:15:37,180 INFO [train.py:927] (3/8) Epoch 10, batch 10100, giga_loss[loss=0.1814, simple_loss=0.2584, pruned_loss=0.05219, over 12431.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03415, over 123.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2906, pruned_loss=0.05805, over 2474218.44 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06647, over 20495.31 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2932, pruned_loss=0.05747, over 2449195.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05627, over 7749.90 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2913, pruned_loss=0.05849, over 2475996.24 frames. utt_duration=442.6 frames, utt_pad_proportion=0.06659, over 22442.59 utterances.], batch size: 123, lr: 3.68e-04
2022-08-26 23:17:19,878 INFO [train.py:927] (3/8) Epoch 10, batch 10150, giga_loss[loss=0.1841, simple_loss=0.2447, pruned_loss=0.06177, over 12353.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1931, over 364.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2831, pruned_loss=0.05567, over 2473985.48 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06959, over 20368.79 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05756, over 2449595.66 frames. utt_duration=1254 frames, utt_pad_proportion=0.05929, over 7820.70 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2835, pruned_loss=0.05594, over 2475705.31 frames. utt_duration=447.6 frames, utt_pad_proportion=0.0687, over 22191.43 utterances.], batch size: 364, lr: 3.68e-04
2022-08-26 23:19:03,627 INFO [train.py:927] (3/8) Epoch 10, batch 10200, giga_loss[loss=0.168, simple_loss=0.2489, pruned_loss=0.04353, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02582, over 48.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2782, pruned_loss=0.05422, over 2474040.21 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07164, over 20312.15 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2937, pruned_loss=0.05774, over 2450202.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05753, over 7798.03 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2776, pruned_loss=0.05421, over 2475807.69 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07148, over 22279.42 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 23:20:46,061 INFO [train.py:927] (3/8) Epoch 10, batch 10250, giga_loss[loss=0.1714, simple_loss=0.2482, pruned_loss=0.04733, over 12377.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.0699, over 211.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2737, pruned_loss=0.05273, over 2474380.11 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07341, over 20388.07 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.0576, over 2450936.36 frames. utt_duration=1262 frames, utt_pad_proportion=0.05641, over 7775.39 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.273, pruned_loss=0.05272, over 2475768.66 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07367, over 22342.00 utterances.], batch size: 211, lr: 3.68e-04
2022-08-26 23:22:29,106 INFO [train.py:927] (3/8) Epoch 10, batch 10300, giga_loss[loss=0.1659, simple_loss=0.2424, pruned_loss=0.04468, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04133, over 146.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2692, pruned_loss=0.05135, over 2474690.13 frames. utt_duration=493 frames, utt_pad_proportion=0.07118, over 20137.24 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2936, pruned_loss=0.05767, over 2451022.71 frames. utt_duration=1263 frames, utt_pad_proportion=0.05595, over 7770.65 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2683, pruned_loss=0.05124, over 2475916.52 frames. utt_duration=456 frames, utt_pad_proportion=0.07175, over 21789.04 utterances.], batch size: 146, lr: 3.68e-04
2022-08-26 23:24:12,754 INFO [train.py:927] (3/8) Epoch 10, batch 10350, libri_loss[loss=0.1751, simple_loss=0.2519, pruned_loss=0.04911, over 12193.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007179, over 30.00 utterances.], tot_loss[loss=0.1819, simple_loss=0.2648, pruned_loss=0.04952, over 2474606.51 frames. utt_duration=509 frames, utt_pad_proportion=0.06788, over 19502.66 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.05771, over 2451476.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05502, over 7769.25 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2635, pruned_loss=0.04924, over 2475724.45 frames. utt_duration=470.9 frames, utt_pad_proportion=0.06898, over 21092.74 utterances.], batch size: 30, lr: 3.68e-04
2022-08-26 23:25:58,159 INFO [train.py:927] (3/8) Epoch 10, batch 10400, giga_loss[loss=0.159, simple_loss=0.2411, pruned_loss=0.0385, over 12260.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02605, over 54.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2598, pruned_loss=0.04754, over 2474099.41 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06585, over 19091.96 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.0576, over 2451836.88 frames. utt_duration=1262 frames, utt_pad_proportion=0.05509, over 7781.76 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2585, pruned_loss=0.04725, over 2475080.58 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06691, over 20552.61 utterances.], batch size: 54, lr: 3.67e-04
2022-08-26 23:27:41,320 INFO [train.py:927] (3/8) Epoch 10, batch 10450, giga_loss[loss=0.1896, simple_loss=0.2756, pruned_loss=0.05185, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2627, pruned_loss=0.04938, over 2473771.20 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06972, over 19414.85 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05759, over 2451774.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.05459, over 7759.29 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2609, pruned_loss=0.04894, over 2475121.52 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07061, over 20875.08 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 23:29:22,143 INFO [train.py:927] (3/8) Epoch 10, batch 10500, giga_loss[loss=0.2468, simple_loss=0.3322, pruned_loss=0.0807, over 12387.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05882, over 182.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2759, pruned_loss=0.05569, over 2473525.70 frames. utt_duration=503.2 frames, utt_pad_proportion=0.0678, over 19720.36 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2937, pruned_loss=0.05764, over 2452034.52 frames. utt_duration=1266 frames, utt_pad_proportion=0.05432, over 7757.74 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.274, pruned_loss=0.05526, over 2474549.26 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06875, over 20978.00 utterances.], batch size: 182, lr: 3.67e-04
2022-08-26 23:31:04,751 INFO [train.py:927] (3/8) Epoch 10, batch 10550, giga_loss[loss=0.212, simple_loss=0.307, pruned_loss=0.05846, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04227, over 146.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2835, pruned_loss=0.05846, over 2474094.59 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06474, over 19796.41 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2938, pruned_loss=0.0577, over 2452560.65 frames. utt_duration=1268 frames, utt_pad_proportion=0.05348, over 7747.65 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2817, pruned_loss=0.05806, over 2474823.51 frames. utt_duration=472.5 frames, utt_pad_proportion=0.066, over 21014.73 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 23:32:46,541 INFO [train.py:927] (3/8) Epoch 10, batch 10600, libri_loss[loss=0.1926, simple_loss=0.2714, pruned_loss=0.05685, over 12471.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008914, over 29.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2873, pruned_loss=0.05986, over 2473568.53 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07085, over 20567.50 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05754, over 2452808.49 frames. utt_duration=1276 frames, utt_pad_proportion=0.05234, over 7695.10 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2861, pruned_loss=0.05972, over 2474574.71 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07196, over 21976.72 utterances.], batch size: 29, lr: 3.67e-04
2022-08-26 23:34:30,723 INFO [train.py:927] (3/8) Epoch 10, batch 10650, giga_loss[loss=0.1979, simple_loss=0.2851, pruned_loss=0.05535, over 12454.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03803, over 31.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2921, pruned_loss=0.06255, over 2473915.58 frames. utt_duration=499 frames, utt_pad_proportion=0.06752, over 19890.86 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05757, over 2453061.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.05655, over 7764.77 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2911, pruned_loss=0.06245, over 2474765.50 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06726, over 21105.40 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 23:36:15,697 INFO [train.py:927] (3/8) Epoch 10, batch 10700, giga_loss[loss=0.2051, simple_loss=0.294, pruned_loss=0.05808, over 12330.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.0345, over 58.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2972, pruned_loss=0.06453, over 2474144.74 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06619, over 19319.82 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2931, pruned_loss=0.05764, over 2453427.01 frames. utt_duration=1268 frames, utt_pad_proportion=0.0559, over 7749.40 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2964, pruned_loss=0.06447, over 2474769.64 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06631, over 20453.49 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 23:38:05,092 INFO [train.py:927] (3/8) Epoch 10, batch 10750, giga_loss[loss=0.2185, simple_loss=0.3115, pruned_loss=0.06274, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04077, over 113.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2997, pruned_loss=0.06467, over 2474007.15 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06424, over 18779.69 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.0576, over 2453509.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05602, over 7762.14 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2992, pruned_loss=0.06474, over 2474694.43 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06445, over 19810.76 utterances.], batch size: 113, lr: 3.67e-04
2022-08-26 23:39:48,692 INFO [train.py:927] (3/8) Epoch 10, batch 10800, giga_loss[loss=0.1936, simple_loss=0.2914, pruned_loss=0.04784, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02907, over 55.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.3004, pruned_loss=0.06357, over 2473718.33 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05969, over 17928.14 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05752, over 2453620.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.0545, over 7699.78 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3005, pruned_loss=0.06395, over 2474940.64 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06075, over 19211.30 utterances.], batch size: 55, lr: 3.67e-04
2022-08-26 23:41:32,301 INFO [train.py:927] (3/8) Epoch 10, batch 10850, giga_loss[loss=0.2317, simple_loss=0.316, pruned_loss=0.07372, over 12376.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05017, over 161.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.3005, pruned_loss=0.06304, over 2473574.88 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06144, over 17639.18 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05727, over 2454300.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05304, over 7658.51 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.301, pruned_loss=0.06375, over 2474674.02 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06277, over 19072.84 utterances.], batch size: 161, lr: 3.67e-04
2022-08-26 23:43:16,436 INFO [train.py:927] (3/8) Epoch 10, batch 10900, giga_loss[loss=0.2357, simple_loss=0.3162, pruned_loss=0.0776, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03805, over 123.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3033, pruned_loss=0.06663, over 2472532.36 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05915, over 17418.70 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05734, over 2454544.24 frames. utt_duration=1287 frames, utt_pad_proportion=0.05231, over 7639.50 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3039, pruned_loss=0.06728, over 2473508.67 frames. utt_duration=529.2 frames, utt_pad_proportion=0.0607, over 18750.57 utterances.], batch size: 123, lr: 3.67e-04
2022-08-26 23:45:00,800 INFO [train.py:927] (3/8) Epoch 10, batch 10950, giga_loss[loss=0.214, simple_loss=0.294, pruned_loss=0.06695, over 12334.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.0312, over 51.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3028, pruned_loss=0.0674, over 2473010.30 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05935, over 17426.72 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05736, over 2454763.20 frames. utt_duration=1285 frames, utt_pad_proportion=0.05217, over 7652.71 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3035, pruned_loss=0.0681, over 2473970.58 frames. utt_duration=531 frames, utt_pad_proportion=0.06069, over 18689.35 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 23:46:45,356 INFO [train.py:927] (3/8) Epoch 10, batch 11000, giga_loss[loss=0.2041, simple_loss=0.2927, pruned_loss=0.05777, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3002, pruned_loss=0.06648, over 2472590.46 frames. utt_duration=587.8 frames, utt_pad_proportion=0.059, over 16868.17 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05719, over 2455178.25 frames. utt_duration=1288 frames, utt_pad_proportion=0.05143, over 7632.76 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3013, pruned_loss=0.0674, over 2473383.07 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0605, over 18112.79 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 23:48:30,114 INFO [train.py:927] (3/8) Epoch 10, batch 11050, giga_loss[loss=0.2138, simple_loss=0.2939, pruned_loss=0.06683, over 12382.00 frames. utt_duration=477.6 frames, utt_pad_proportion=0.03311, over 104.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2983, pruned_loss=0.06502, over 2473368.17 frames. utt_duration=575.3 frames, utt_pad_proportion=0.0614, over 17241.57 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05706, over 2455183.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.05089, over 7612.40 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2994, pruned_loss=0.06598, over 2474230.86 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06264, over 18366.84 utterances.], batch size: 104, lr: 3.67e-04
2022-08-26 23:50:13,848 INFO [train.py:927] (3/8) Epoch 10, batch 11100, libri_loss[loss=0.1919, simple_loss=0.2859, pruned_loss=0.04889, over 12443.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01422, over 40.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2954, pruned_loss=0.06369, over 2473228.17 frames. utt_duration=596.6 frames, utt_pad_proportion=0.0574, over 16623.24 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05727, over 2455607.63 frames. utt_duration=1286 frames, utt_pad_proportion=0.05103, over 7645.27 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.296, pruned_loss=0.06447, over 2474035.33 frames. utt_duration=558.8 frames, utt_pad_proportion=0.05872, over 17758.45 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 23:52:00,381 INFO [train.py:927] (3/8) Epoch 10, batch 11150, libri_loss[loss=0.1943, simple_loss=0.2827, pruned_loss=0.05297, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006305, over 36.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2912, pruned_loss=0.06222, over 2473096.04 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0687, over 17757.25 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.0571, over 2455862.44 frames. utt_duration=1288 frames, utt_pad_proportion=0.05055, over 7635.06 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2919, pruned_loss=0.06312, over 2473935.15 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06943, over 18900.81 utterances.], batch size: 36, lr: 3.67e-04
2022-08-26 23:53:46,677 INFO [train.py:927] (3/8) Epoch 10, batch 11200, giga_loss[loss=0.1892, simple_loss=0.2709, pruned_loss=0.05377, over 12335.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03336, over 85.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2916, pruned_loss=0.06262, over 2472995.78 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06803, over 18366.22 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05725, over 2456230.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04964, over 7621.24 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.292, pruned_loss=0.06332, over 2473726.84 frames. utt_duration=508 frames, utt_pad_proportion=0.06912, over 19536.50 utterances.], batch size: 85, lr: 3.67e-04
2022-08-26 23:55:29,544 INFO [train.py:927] (3/8) Epoch 10, batch 11250, giga_loss[loss=0.1875, simple_loss=0.2763, pruned_loss=0.0494, over 12416.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03984, over 123.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2889, pruned_loss=0.06155, over 2473001.04 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06468, over 17797.62 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2923, pruned_loss=0.05725, over 2456338.79 frames. utt_duration=1291 frames, utt_pad_proportion=0.04945, over 7617.14 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2892, pruned_loss=0.06212, over 2473549.73 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06584, over 18767.75 utterances.], batch size: 123, lr: 3.67e-04
2022-08-26 23:57:14,028 INFO [train.py:927] (3/8) Epoch 10, batch 11300, giga_loss[loss=0.1757, simple_loss=0.2603, pruned_loss=0.04558, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03985, over 113.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.0607, over 2472293.54 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06557, over 17880.57 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05704, over 2456265.71 frames. utt_duration=1295 frames, utt_pad_proportion=0.04876, over 7597.94 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06142, over 2473105.26 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06681, over 18857.27 utterances.], batch size: 113, lr: 3.67e-04
2022-08-26 23:58:56,306 INFO [train.py:927] (3/8) Epoch 10, batch 11350, giga_loss[loss=0.2047, simple_loss=0.2907, pruned_loss=0.05935, over 12369.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03937, over 145.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.283, pruned_loss=0.05969, over 2471695.96 frames. utt_duration=582.8 frames, utt_pad_proportion=0.06122, over 17009.31 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.0569, over 2456161.08 frames. utt_duration=1298 frames, utt_pad_proportion=0.04837, over 7577.03 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2832, pruned_loss=0.06042, over 2472645.20 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06267, over 17931.92 utterances.], batch size: 145, lr: 3.67e-04
2022-08-27 00:00:37,622 INFO [train.py:927] (3/8) Epoch 10, batch 11400, libri_loss[loss=0.2019, simple_loss=0.2862, pruned_loss=0.05885, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006518, over 37.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2794, pruned_loss=0.05862, over 2472193.41 frames. utt_duration=610.6 frames, utt_pad_proportion=0.05739, over 16236.18 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05711, over 2456373.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.04765, over 7558.65 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2794, pruned_loss=0.05904, over 2473028.86 frames. utt_duration=578 frames, utt_pad_proportion=0.05914, over 17157.45 utterances.], batch size: 37, lr: 3.67e-04
2022-08-27 00:02:20,971 INFO [train.py:927] (3/8) Epoch 10, batch 11450, giga_loss[loss=0.1828, simple_loss=0.2565, pruned_loss=0.05455, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03163, over 85.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.278, pruned_loss=0.05813, over 2472876.26 frames. utt_duration=608.6 frames, utt_pad_proportion=0.0595, over 16293.53 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05711, over 2456768.77 frames. utt_duration=1302 frames, utt_pad_proportion=0.04653, over 7554.96 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2776, pruned_loss=0.0585, over 2473608.13 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06138, over 17268.98 utterances.], batch size: 85, lr: 3.67e-04
2022-08-27 00:04:04,797 INFO [train.py:927] (3/8) Epoch 10, batch 11500, giga_loss[loss=0.2115, simple_loss=0.2896, pruned_loss=0.06667, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02643, over 48.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2785, pruned_loss=0.05862, over 2472582.19 frames. utt_duration=595 frames, utt_pad_proportion=0.0623, over 16663.58 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05711, over 2456934.93 frames. utt_duration=1302 frames, utt_pad_proportion=0.04634, over 7556.18 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2781, pruned_loss=0.05892, over 2473079.88 frames. utt_duration=568 frames, utt_pad_proportion=0.06371, over 17461.83 utterances.], batch size: 48, lr: 3.67e-04
2022-08-27 00:05:51,028 INFO [train.py:927] (3/8) Epoch 10, batch 11550, giga_loss[loss=0.28, simple_loss=0.3406, pruned_loss=0.1097, over 12343.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2845, pruned_loss=0.06232, over 2472823.93 frames. utt_duration=567.6 frames, utt_pad_proportion=0.0683, over 17472.59 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2921, pruned_loss=0.05706, over 2457225.05 frames. utt_duration=1302 frames, utt_pad_proportion=0.04607, over 7560.64 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.284, pruned_loss=0.06262, over 2473092.01 frames. utt_duration=545.7 frames, utt_pad_proportion=0.0693, over 18177.92 utterances.], batch size: 371, lr: 3.67e-04
2022-08-27 00:07:35,908 INFO [train.py:927] (3/8) Epoch 10, batch 11600, giga_loss[loss=0.2443, simple_loss=0.3342, pruned_loss=0.07716, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04416, over 34.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2902, pruned_loss=0.06436, over 2472371.46 frames. utt_duration=564.4 frames, utt_pad_proportion=0.07027, over 17569.40 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05714, over 2457756.56 frames. utt_duration=1290 frames, utt_pad_proportion=0.04933, over 7628.05 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2894, pruned_loss=0.06474, over 2472568.52 frames. utt_duration=539.1 frames, utt_pad_proportion=0.07007, over 18396.67 utterances.], batch size: 34, lr: 3.67e-04
2022-08-27 00:09:18,064 INFO [train.py:927] (3/8) Epoch 10, batch 11650, giga_loss[loss=0.2618, simple_loss=0.3467, pruned_loss=0.08847, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2956, pruned_loss=0.06627, over 2473249.44 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06774, over 17601.81 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05709, over 2458552.20 frames. utt_duration=1295 frames, utt_pad_proportion=0.04841, over 7603.60 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2952, pruned_loss=0.0668, over 2473020.86 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06816, over 18504.09 utterances.], batch size: 91, lr: 3.67e-04
2022-08-27 00:11:01,643 INFO [train.py:927] (3/8) Epoch 10, batch 11700, libri_loss[loss=0.1611, simple_loss=0.2503, pruned_loss=0.03593, over 12190.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.03962, over 27.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2977, pruned_loss=0.06655, over 2471852.90 frames. utt_duration=543.5 frames, utt_pad_proportion=0.07176, over 18241.07 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2919, pruned_loss=0.05694, over 2458783.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.04813, over 7591.60 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2978, pruned_loss=0.06724, over 2471675.23 frames. utt_duration=518.9 frames, utt_pad_proportion=0.07213, over 19108.02 utterances.], batch size: 27, lr: 3.67e-04
2022-08-27 00:12:44,814 INFO [train.py:927] (3/8) Epoch 10, batch 11750, giga_loss[loss=0.2232, simple_loss=0.3066, pruned_loss=0.06989, over 12308.00 frames. utt_duration=1174 frames, utt_pad_proportion=0.02521, over 42.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2975, pruned_loss=0.06581, over 2472208.61 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06859, over 18180.60 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05709, over 2458667.13 frames. utt_duration=1299 frames, utt_pad_proportion=0.04777, over 7580.70 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2976, pruned_loss=0.0663, over 2472280.14 frames. utt_duration=523 frames, utt_pad_proportion=0.06919, over 18962.05 utterances.], batch size: 42, lr: 3.66e-04
2022-08-27 00:14:29,582 INFO [train.py:927] (3/8) Epoch 10, batch 11800, giga_loss[loss=0.2123, simple_loss=0.2914, pruned_loss=0.06656, over 12400.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.02978, over 51.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2992, pruned_loss=0.0661, over 2471828.53 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06586, over 18138.53 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05717, over 2459036.03 frames. utt_duration=1298 frames, utt_pad_proportion=0.04697, over 7586.05 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2993, pruned_loss=0.06667, over 2471912.26 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06695, over 19035.53 utterances.], batch size: 51, lr: 3.66e-04
2022-08-27 00:16:14,654 INFO [train.py:927] (3/8) Epoch 10, batch 11850, giga_loss[loss=0.2662, simple_loss=0.3494, pruned_loss=0.09149, over 12384.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03785, over 37.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3018, pruned_loss=0.06698, over 2472230.06 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06784, over 18245.33 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05725, over 2459102.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.04637, over 7582.41 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3011, pruned_loss=0.06751, over 2472433.29 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06896, over 19142.69 utterances.], batch size: 37, lr: 3.66e-04
2022-08-27 00:18:01,134 INFO [train.py:927] (3/8) Epoch 10, batch 11900, giga_loss[loss=0.2227, simple_loss=0.3007, pruned_loss=0.0724, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03378, over 39.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.303, pruned_loss=0.06839, over 2472083.55 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06872, over 17922.20 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05724, over 2459351.77 frames. utt_duration=1300 frames, utt_pad_proportion=0.04583, over 7576.73 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3026, pruned_loss=0.06896, over 2472177.42 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06991, over 18775.61 utterances.], batch size: 39, lr: 3.66e-04
2022-08-27 00:19:45,672 INFO [train.py:927] (3/8) Epoch 10, batch 11950, giga_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07857, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03074, over 39.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3051, pruned_loss=0.06945, over 2471687.67 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06879, over 17773.49 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05752, over 2459412.83 frames. utt_duration=1296 frames, utt_pad_proportion=0.04593, over 7598.27 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3045, pruned_loss=0.06986, over 2471922.50 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06991, over 18619.98 utterances.], batch size: 39, lr: 3.66e-04
2022-08-27 00:21:30,651 INFO [train.py:927] (3/8) Epoch 10, batch 12000, giga_loss[loss=0.2461, simple_loss=0.3143, pruned_loss=0.08896, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.306, pruned_loss=0.06969, over 2471216.14 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06612, over 17277.34 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2936, pruned_loss=0.05758, over 2459374.77 frames. utt_duration=1294 frames, utt_pad_proportion=0.04606, over 7611.28 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3056, pruned_loss=0.07001, over 2471486.75 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06713, over 17971.93 utterances.], batch size: 183, lr: 3.66e-04
2022-08-27 00:21:30,653 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 00:21:44,600 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1875, simple_loss=0.2921, pruned_loss=0.0415, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 00:23:26,893 INFO [train.py:927] (3/8) Epoch 10, batch 12050, giga_loss[loss=0.2219, simple_loss=0.3016, pruned_loss=0.07114, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03764, over 113.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3055, pruned_loss=0.06972, over 2471111.02 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06478, over 16845.21 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2942, pruned_loss=0.05788, over 2459741.56 frames. utt_duration=1269 frames, utt_pad_proportion=0.0545, over 7764.96 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3048, pruned_loss=0.06991, over 2471219.83 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06261, over 17424.82 utterances.], batch size: 113, lr: 3.66e-04
2022-08-27 00:25:07,614 INFO [train.py:927] (3/8) Epoch 10, batch 12100, giga_loss[loss=0.289, simple_loss=0.3549, pruned_loss=0.1115, over 12376.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3037, pruned_loss=0.06924, over 2470956.83 frames. utt_duration=611.8 frames, utt_pad_proportion=0.06351, over 16195.77 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2943, pruned_loss=0.05779, over 2459984.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05386, over 7753.57 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3032, pruned_loss=0.06964, over 2470973.31 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06212, over 16787.82 utterances.], batch size: 161, lr: 3.66e-04
2022-08-27 00:26:48,742 INFO [train.py:927] (3/8) Epoch 10, batch 12150, giga_loss[loss=0.2117, simple_loss=0.2947, pruned_loss=0.06432, over 12119.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04199, over 33.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3046, pruned_loss=0.06958, over 2471668.02 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06449, over 16597.83 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2952, pruned_loss=0.05817, over 2460416.73 frames. utt_duration=1255 frames, utt_pad_proportion=0.05825, over 7851.11 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3036, pruned_loss=0.0697, over 2471454.72 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06148, over 17083.30 utterances.], batch size: 33, lr: 3.66e-04
2022-08-27 00:28:31,570 INFO [train.py:927] (3/8) Epoch 10, batch 12200, giga_loss[loss=0.2171, simple_loss=0.3038, pruned_loss=0.06525, over 12411.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03435, over 75.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3041, pruned_loss=0.06918, over 2472328.73 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06683, over 16416.90 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2954, pruned_loss=0.05828, over 2460830.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.05789, over 7854.31 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3032, pruned_loss=0.06933, over 2471955.47 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06453, over 16908.23 utterances.], batch size: 75, lr: 3.66e-04
2022-08-27 00:30:10,911 INFO [train.py:927] (3/8) Epoch 10, batch 12250, giga_loss[loss=0.1999, simple_loss=0.2831, pruned_loss=0.05837, over 12324.00 frames. utt_duration=914.4 frames, utt_pad_proportion=0.02307, over 54.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.302, pruned_loss=0.06818, over 2472648.62 frames. utt_duration=610.2 frames, utt_pad_proportion=0.06752, over 16249.74 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2954, pruned_loss=0.05828, over 2461134.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05657, over 7840.88 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3014, pruned_loss=0.06858, over 2472373.52 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06629, over 16878.90 utterances.], batch size: 54, lr: 3.66e-04
2022-08-27 00:31:52,887 INFO [train.py:927] (3/8) Epoch 10, batch 12300, giga_loss[loss=0.2237, simple_loss=0.3102, pruned_loss=0.06862, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3, pruned_loss=0.06759, over 2472808.02 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06888, over 16828.80 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2949, pruned_loss=0.05807, over 2461181.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05602, over 7813.40 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3001, pruned_loss=0.0682, over 2472687.65 frames. utt_duration=568 frames, utt_pad_proportion=0.06815, over 17458.96 utterances.], batch size: 105, lr: 3.66e-04
2022-08-27 00:33:33,466 INFO [train.py:927] (3/8) Epoch 10, batch 12350, giga_loss[loss=0.1961, simple_loss=0.2775, pruned_loss=0.05735, over 12392.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02657, over 70.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.297, pruned_loss=0.06614, over 2471988.25 frames. utt_duration=625.9 frames, utt_pad_proportion=0.06588, over 15836.36 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2948, pruned_loss=0.05818, over 2461812.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05441, over 7775.35 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2973, pruned_loss=0.06689, over 2471732.82 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06626, over 16695.34 utterances.], batch size: 70, lr: 3.66e-04
2022-08-27 00:35:13,500 INFO [train.py:927] (3/8) Epoch 10, batch 12400, giga_loss[loss=0.1875, simple_loss=0.2706, pruned_loss=0.05214, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2942, pruned_loss=0.06478, over 2472557.54 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06473, over 16297.19 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2953, pruned_loss=0.05843, over 2462114.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05869, over 7857.19 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2942, pruned_loss=0.06522, over 2472191.85 frames. utt_duration=584.2 frames, utt_pad_proportion=0.0636, over 16971.59 utterances.], batch size: 105, lr: 3.66e-04
2022-08-27 00:37:01,836 INFO [train.py:927] (3/8) Epoch 10, batch 12450, giga_loss[loss=0.1854, simple_loss=0.2671, pruned_loss=0.05186, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02711, over 48.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2913, pruned_loss=0.06349, over 2471803.96 frames. utt_duration=597.8 frames, utt_pad_proportion=0.06383, over 16579.64 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2949, pruned_loss=0.05832, over 2462208.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05859, over 7849.50 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2914, pruned_loss=0.06402, over 2471551.76 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06303, over 17236.21 utterances.], batch size: 48, lr: 3.66e-04
2022-08-27 00:38:46,274 INFO [train.py:927] (3/8) Epoch 10, batch 12500, giga_loss[loss=0.212, simple_loss=0.3035, pruned_loss=0.06029, over 12394.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05825, over 182.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2917, pruned_loss=0.06332, over 2472092.54 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06159, over 16641.87 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05886, over 2462594.09 frames. utt_duration=1258 frames, utt_pad_proportion=0.05795, over 7837.78 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2913, pruned_loss=0.06337, over 2471688.79 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06132, over 17288.43 utterances.], batch size: 182, lr: 3.66e-04
2022-08-27 00:40:28,584 INFO [train.py:927] (3/8) Epoch 10, batch 12550, giga_loss[loss=0.2135, simple_loss=0.2894, pruned_loss=0.06878, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02459, over 48.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2936, pruned_loss=0.0638, over 2472831.20 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06536, over 17825.40 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05882, over 2462569.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05777, over 7826.59 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.06389, over 2472587.75 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06513, over 18388.56 utterances.], batch size: 48, lr: 3.66e-04
2022-08-27 00:42:08,195 INFO [train.py:927] (3/8) Epoch 10, batch 12600, giga_loss[loss=0.2061, simple_loss=0.2871, pruned_loss=0.06255, over 12352.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02977, over 66.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2936, pruned_loss=0.0627, over 2473391.31 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06647, over 18616.27 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2956, pruned_loss=0.05879, over 2462857.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.0575, over 7824.32 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2933, pruned_loss=0.06287, over 2473086.99 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06638, over 19195.97 utterances.], batch size: 66, lr: 3.66e-04
2022-08-27 00:43:47,150 INFO [train.py:927] (3/8) Epoch 10, batch 12650, libri_loss[loss=0.2493, simple_loss=0.3327, pruned_loss=0.08299, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01322, over 40.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.06253, over 2473199.85 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06499, over 18094.13 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2965, pruned_loss=0.05896, over 2463451.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.05709, over 7827.44 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2926, pruned_loss=0.06261, over 2472683.49 frames. utt_duration=526.3 frames, utt_pad_proportion=0.0652, over 18845.66 utterances.], batch size: 40, lr: 3.66e-04
2022-08-27 00:45:26,624 INFO [train.py:927] (3/8) Epoch 10, batch 12700, giga_loss[loss=0.2055, simple_loss=0.2941, pruned_loss=0.05849, over 12451.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03479, over 98.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2941, pruned_loss=0.06256, over 2473052.49 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06069, over 17454.32 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2962, pruned_loss=0.05895, over 2463705.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05673, over 7842.85 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2935, pruned_loss=0.06276, over 2472711.57 frames. utt_duration=540 frames, utt_pad_proportion=0.06129, over 18367.23 utterances.], batch size: 98, lr: 3.66e-04
2022-08-27 00:47:10,747 INFO [train.py:927] (3/8) Epoch 10, batch 12750, giga_loss[loss=0.2001, simple_loss=0.285, pruned_loss=0.05762, over 12349.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02421, over 48.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2963, pruned_loss=0.06339, over 2473630.74 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05681, over 16989.83 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2962, pruned_loss=0.05901, over 2463887.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05532, over 7823.76 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2957, pruned_loss=0.06364, over 2473525.33 frames. utt_duration=548.8 frames, utt_pad_proportion=0.05809, over 18079.30 utterances.], batch size: 48, lr: 3.66e-04
2022-08-27 00:48:51,618 INFO [train.py:927] (3/8) Epoch 10, batch 12800, giga_loss[loss=0.2262, simple_loss=0.3155, pruned_loss=0.06848, over 12435.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03619, over 123.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.297, pruned_loss=0.06346, over 2473400.96 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05303, over 16376.32 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2963, pruned_loss=0.05915, over 2464151.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.05402, over 7821.97 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2965, pruned_loss=0.06371, over 2473424.09 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05483, over 17572.36 utterances.], batch size: 123, lr: 3.66e-04
2022-08-27 00:50:30,945 INFO [train.py:927] (3/8) Epoch 10, batch 12850, libri_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05601, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005387, over 35.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2977, pruned_loss=0.06389, over 2473537.53 frames. utt_duration=595.4 frames, utt_pad_proportion=0.05161, over 16660.41 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05897, over 2464411.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05264, over 7789.79 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2978, pruned_loss=0.06439, over 2473625.68 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05364, over 17924.10 utterances.], batch size: 35, lr: 3.66e-04
2022-08-27 00:52:10,999 INFO [train.py:927] (3/8) Epoch 10, batch 12900, giga_loss[loss=0.2132, simple_loss=0.2953, pruned_loss=0.06551, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02995, over 80.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2961, pruned_loss=0.06338, over 2473785.21 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05285, over 16675.21 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.0589, over 2464422.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.05186, over 7773.17 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2963, pruned_loss=0.06393, over 2474004.74 frames. utt_duration=555.7 frames, utt_pad_proportion=0.0547, over 17857.96 utterances.], batch size: 80, lr: 3.66e-04
2022-08-27 00:53:47,929 INFO [train.py:927] (3/8) Epoch 10, batch 12950, giga_loss[loss=0.1856, simple_loss=0.2745, pruned_loss=0.04838, over 12455.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03162, over 43.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2942, pruned_loss=0.0625, over 2474508.06 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05264, over 16945.57 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05893, over 2464538.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05133, over 7756.70 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2944, pruned_loss=0.06296, over 2474704.75 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0543, over 18008.75 utterances.], batch size: 43, lr: 3.66e-04
2022-08-27 00:55:26,080 INFO [train.py:927] (3/8) Epoch 10, batch 13000, giga_loss[loss=0.209, simple_loss=0.2994, pruned_loss=0.05934, over 12425.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04217, over 146.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06234, over 2475214.46 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05455, over 17343.98 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2958, pruned_loss=0.05921, over 2464698.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.05012, over 7728.65 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2952, pruned_loss=0.06256, over 2475545.11 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05629, over 18519.60 utterances.], batch size: 146, lr: 3.66e-04
2022-08-27 00:57:02,969 INFO [train.py:927] (3/8) Epoch 10, batch 13050, giga_loss[loss=0.186, simple_loss=0.2703, pruned_loss=0.05089, over 12364.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2939, pruned_loss=0.06236, over 2474665.57 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05954, over 17568.03 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2959, pruned_loss=0.05945, over 2464819.63 frames. utt_duration=1277 frames, utt_pad_proportion=0.05004, over 7729.61 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2937, pruned_loss=0.06239, over 2475017.77 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06076, over 18726.08 utterances.], batch size: 62, lr: 3.66e-04
2022-08-27 00:58:41,248 INFO [train.py:927] (3/8) Epoch 10, batch 13100, giga_loss[loss=0.1739, simple_loss=0.2589, pruned_loss=0.04444, over 12478.00 frames. utt_duration=1921 frames, utt_pad_proportion=0.0346, over 26.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2947, pruned_loss=0.06433, over 2474586.97 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0628, over 18083.65 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2967, pruned_loss=0.06022, over 2464986.03 frames. utt_duration=1260 frames, utt_pad_proportion=0.05413, over 7836.95 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2938, pruned_loss=0.0638, over 2475065.26 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06232, over 19288.12 utterances.], batch size: 26, lr: 3.65e-04
2022-08-27 01:00:20,800 INFO [train.py:927] (3/8) Epoch 10, batch 13150, giga_loss[loss=0.1944, simple_loss=0.2835, pruned_loss=0.05262, over 12344.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.02946, over 51.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2939, pruned_loss=0.0646, over 2474394.20 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06005, over 17931.31 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2966, pruned_loss=0.06049, over 2465024.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05307, over 7816.88 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06406, over 2475016.00 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06032, over 19185.80 utterances.], batch size: 51, lr: 3.65e-04
2022-08-27 01:01:59,543 INFO [train.py:927] (3/8) Epoch 10, batch 13200, giga_loss[loss=0.2081, simple_loss=0.2884, pruned_loss=0.06391, over 12369.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03844, over 113.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2898, pruned_loss=0.06273, over 2474389.23 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05666, over 17765.25 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06043, over 2464915.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05291, over 7806.80 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2894, pruned_loss=0.06237, over 2475005.05 frames. utt_duration=528.2 frames, utt_pad_proportion=0.05712, over 18796.71 utterances.], batch size: 113, lr: 3.65e-04
2022-08-27 01:03:39,720 INFO [train.py:927] (3/8) Epoch 10, batch 13250, giga_loss[loss=0.2115, simple_loss=0.2986, pruned_loss=0.06221, over 12462.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03486, over 86.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2875, pruned_loss=0.06172, over 2474317.26 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05558, over 17262.81 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06041, over 2465012.34 frames. utt_duration=1265 frames, utt_pad_proportion=0.05217, over 7802.87 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06151, over 2475078.23 frames. utt_duration=537.9 frames, utt_pad_proportion=0.05633, over 18457.69 utterances.], batch size: 86, lr: 3.65e-04
2022-08-27 01:05:20,190 INFO [train.py:927] (3/8) Epoch 10, batch 13300, giga_loss[loss=0.228, simple_loss=0.3087, pruned_loss=0.07362, over 12445.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03525, over 98.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2902, pruned_loss=0.06317, over 2474628.71 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05812, over 17806.77 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2964, pruned_loss=0.06108, over 2465080.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05175, over 7812.19 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2894, pruned_loss=0.06247, over 2475539.60 frames. utt_duration=519.9 frames, utt_pad_proportion=0.05878, over 19100.02 utterances.], batch size: 98, lr: 3.65e-04
2022-08-27 01:07:01,526 INFO [train.py:927] (3/8) Epoch 10, batch 13350, giga_loss[loss=0.2012, simple_loss=0.2952, pruned_loss=0.05356, over 12397.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.0262, over 70.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2926, pruned_loss=0.06397, over 2474103.18 frames. utt_duration=587 frames, utt_pad_proportion=0.05452, over 16901.45 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2962, pruned_loss=0.06115, over 2465002.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.05116, over 7784.24 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2921, pruned_loss=0.06339, over 2475039.42 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05555, over 18118.81 utterances.], batch size: 70, lr: 3.65e-04
2022-08-27 01:08:42,825 INFO [train.py:927] (3/8) Epoch 10, batch 13400, giga_loss[loss=0.1968, simple_loss=0.2919, pruned_loss=0.05086, over 12428.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03303, over 75.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.294, pruned_loss=0.06438, over 2473399.47 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05199, over 16245.29 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2962, pruned_loss=0.06138, over 2464997.01 frames. utt_duration=1274 frames, utt_pad_proportion=0.04984, over 7751.21 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2934, pruned_loss=0.0638, over 2474456.62 frames. utt_duration=566 frames, utt_pad_proportion=0.05356, over 17534.21 utterances.], batch size: 75, lr: 3.65e-04
2022-08-27 01:10:29,975 INFO [train.py:927] (3/8) Epoch 10, batch 13450, giga_loss[loss=0.2446, simple_loss=0.3275, pruned_loss=0.0809, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03923, over 113.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2998, pruned_loss=0.06872, over 2473009.18 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05512, over 16700.84 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2962, pruned_loss=0.06175, over 2464807.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.04893, over 7723.69 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2993, pruned_loss=0.06804, over 2474197.12 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05654, over 17946.42 utterances.], batch size: 113, lr: 3.65e-04
2022-08-27 01:12:12,435 INFO [train.py:927] (3/8) Epoch 10, batch 13500, libri_loss[loss=0.1972, simple_loss=0.2762, pruned_loss=0.05907, over 12294.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.00912, over 28.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3073, pruned_loss=0.07377, over 2473317.44 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05384, over 17671.44 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2961, pruned_loss=0.06174, over 2464776.97 frames. utt_duration=1280 frames, utt_pad_proportion=0.04878, over 7713.07 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3071, pruned_loss=0.07331, over 2474319.63 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05504, over 18706.43 utterances.], batch size: 28, lr: 3.65e-04
2022-08-27 01:13:57,993 INFO [train.py:927] (3/8) Epoch 10, batch 13550, giga_loss[loss=0.2459, simple_loss=0.3232, pruned_loss=0.08425, over 12402.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02952, over 62.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.315, pruned_loss=0.0794, over 2473335.74 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05746, over 18209.28 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2962, pruned_loss=0.06195, over 2464394.83 frames. utt_duration=1280 frames, utt_pad_proportion=0.04854, over 7713.28 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.315, pruned_loss=0.07905, over 2474574.57 frames. utt_duration=518.1 frames, utt_pad_proportion=0.05833, over 19160.25 utterances.], batch size: 62, lr: 3.65e-04
2022-08-27 01:15:40,745 INFO [train.py:927] (3/8) Epoch 10, batch 13600, giga_loss[loss=0.2634, simple_loss=0.3377, pruned_loss=0.09457, over 12229.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03987, over 28.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08286, over 2474459.88 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07143, over 19762.73 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2959, pruned_loss=0.06179, over 2464543.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.04806, over 7696.71 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3192, pruned_loss=0.08293, over 2475422.97 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07166, over 20657.04 utterances.], batch size: 28, lr: 3.65e-04
2022-08-27 01:17:24,997 INFO [train.py:927] (3/8) Epoch 10, batch 13650, giga_loss[loss=0.2584, simple_loss=0.3462, pruned_loss=0.08528, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03269, over 62.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3241, pruned_loss=0.0879, over 2474870.59 frames. utt_duration=484.5 frames, utt_pad_proportion=0.0789, over 20493.03 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2966, pruned_loss=0.06234, over 2464846.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05218, over 7791.06 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3247, pruned_loss=0.08831, over 2475758.47 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07787, over 21594.73 utterances.], batch size: 62, lr: 3.65e-04
2022-08-27 01:19:10,856 INFO [train.py:927] (3/8) Epoch 10, batch 13700, giga_loss[loss=0.2778, simple_loss=0.3433, pruned_loss=0.1061, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03962, over 113.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3274, pruned_loss=0.09095, over 2474700.08 frames. utt_duration=474.6 frames, utt_pad_proportion=0.08059, over 20923.02 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2965, pruned_loss=0.06267, over 2464536.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.05106, over 7750.12 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.329, pruned_loss=0.09186, over 2476027.61 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08032, over 22262.62 utterances.], batch size: 113, lr: 3.65e-04
2022-08-27 01:20:58,179 INFO [train.py:927] (3/8) Epoch 10, batch 13750, giga_loss[loss=0.2626, simple_loss=0.3255, pruned_loss=0.09989, over 12363.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.329, pruned_loss=0.0934, over 2474587.93 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07817, over 21466.51 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2966, pruned_loss=0.06298, over 2464699.74 frames. utt_duration=1276 frames, utt_pad_proportion=0.05029, over 7734.17 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3308, pruned_loss=0.09439, over 2475675.74 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07847, over 22802.94 utterances.], batch size: 51, lr: 3.65e-04
2022-08-27 01:22:43,495 INFO [train.py:927] (3/8) Epoch 10, batch 13800, libri_loss[loss=0.2003, simple_loss=0.2797, pruned_loss=0.06048, over 12293.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005616, over 32.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3311, pruned_loss=0.09465, over 2474753.18 frames. utt_duration=446.1 frames, utt_pad_proportion=0.0808, over 22260.48 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2964, pruned_loss=0.06313, over 2464951.29 frames. utt_duration=1281 frames, utt_pad_proportion=0.04903, over 7704.75 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3339, pruned_loss=0.09633, over 2475715.07 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08156, over 23836.64 utterances.], batch size: 32, lr: 3.65e-04
2022-08-27 01:24:26,219 INFO [train.py:927] (3/8) Epoch 10, batch 13850, giga_loss[loss=0.2353, simple_loss=0.3169, pruned_loss=0.07682, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3296, pruned_loss=0.09286, over 2475079.53 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07733, over 22181.95 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2963, pruned_loss=0.0633, over 2465216.03 frames. utt_duration=1281 frames, utt_pad_proportion=0.04902, over 7704.34 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3326, pruned_loss=0.09472, over 2475832.90 frames. utt_duration=418.3 frames, utt_pad_proportion=0.07836, over 23757.47 utterances.], batch size: 133, lr: 3.65e-04
2022-08-27 01:26:09,787 INFO [train.py:927] (3/8) Epoch 10, batch 13900, giga_loss[loss=0.2188, simple_loss=0.2988, pruned_loss=0.06934, over 12363.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3281, pruned_loss=0.09047, over 2474846.64 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07721, over 22125.45 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2965, pruned_loss=0.0637, over 2465123.83 frames. utt_duration=1273 frames, utt_pad_proportion=0.05224, over 7757.15 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3316, pruned_loss=0.09265, over 2475930.52 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07738, over 23896.72 utterances.], batch size: 91, lr: 3.65e-04
2022-08-27 01:27:55,558 INFO [train.py:927] (3/8) Epoch 10, batch 13950, giga_loss[loss=0.2017, simple_loss=0.2912, pruned_loss=0.05609, over 12372.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02708, over 66.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3234, pruned_loss=0.08631, over 2474432.79 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07421, over 21205.65 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2963, pruned_loss=0.0639, over 2465387.23 frames. utt_duration=1273 frames, utt_pad_proportion=0.05206, over 7753.68 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3272, pruned_loss=0.08855, over 2475318.76 frames. utt_duration=432 frames, utt_pad_proportion=0.07478, over 22997.66 utterances.], batch size: 66, lr: 3.65e-04
2022-08-27 01:29:35,742 INFO [train.py:927] (3/8) Epoch 10, batch 14000, giga_loss[loss=0.2305, simple_loss=0.3046, pruned_loss=0.07816, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04204, over 37.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.322, pruned_loss=0.08554, over 2474204.39 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0747, over 20913.74 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2967, pruned_loss=0.06425, over 2465326.34 frames. utt_duration=1263 frames, utt_pad_proportion=0.05582, over 7814.18 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3253, pruned_loss=0.08762, over 2475197.64 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07435, over 22663.62 utterances.], batch size: 37, lr: 3.65e-04
2022-08-27 01:31:31,091 INFO [train.py:927] (3/8) Epoch 10, batch 14050, giga_loss[loss=0.2608, simple_loss=0.343, pruned_loss=0.0893, over 12392.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3209, pruned_loss=0.08406, over 2474279.45 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07508, over 20752.85 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.297, pruned_loss=0.06439, over 2465479.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05538, over 7806.05 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3235, pruned_loss=0.08576, over 2475010.30 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07498, over 22255.23 utterances.], batch size: 133, lr: 3.65e-04
2022-08-27 01:33:17,827 INFO [train.py:927] (3/8) Epoch 10, batch 14100, giga_loss[loss=0.2553, simple_loss=0.3274, pruned_loss=0.09155, over 12385.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02993, over 58.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3227, pruned_loss=0.08273, over 2474651.36 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07189, over 20281.38 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2978, pruned_loss=0.06505, over 2465647.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05951, over 7891.17 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3247, pruned_loss=0.08391, over 2475280.91 frames. utt_duration=458 frames, utt_pad_proportion=0.07082, over 21687.38 utterances.], batch size: 58, lr: 3.65e-04
2022-08-27 01:35:01,963 INFO [train.py:927] (3/8) Epoch 10, batch 14150, giga_loss[loss=0.265, simple_loss=0.3165, pruned_loss=0.1068, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1996, over 367.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3216, pruned_loss=0.08239, over 2474730.78 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07085, over 20001.20 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2978, pruned_loss=0.0651, over 2465906.31 frames. utt_duration=1251 frames, utt_pad_proportion=0.05866, over 7893.32 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3236, pruned_loss=0.08358, over 2475159.42 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07037, over 21322.18 utterances.], batch size: 367, lr: 3.65e-04
2022-08-27 01:36:44,364 INFO [train.py:927] (3/8) Epoch 10, batch 14200, giga_loss[loss=0.2034, simple_loss=0.2825, pruned_loss=0.0621, over 12419.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03935, over 37.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3198, pruned_loss=0.08221, over 2474859.19 frames. utt_duration=508 frames, utt_pad_proportion=0.07338, over 19542.20 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2981, pruned_loss=0.06546, over 2466081.40 frames. utt_duration=1254 frames, utt_pad_proportion=0.05766, over 7877.54 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3218, pruned_loss=0.0833, over 2475284.57 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07335, over 20944.40 utterances.], batch size: 37, lr: 3.65e-04
2022-08-27 01:38:29,737 INFO [train.py:927] (3/8) Epoch 10, batch 14250, giga_loss[loss=0.2196, simple_loss=0.3073, pruned_loss=0.06591, over 12319.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3185, pruned_loss=0.08148, over 2474337.01 frames. utt_duration=510.1 frames, utt_pad_proportion=0.07433, over 19457.14 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.298, pruned_loss=0.06571, over 2466144.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.05716, over 7886.46 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3208, pruned_loss=0.08265, over 2474886.56 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07466, over 20951.56 utterances.], batch size: 58, lr: 3.65e-04
2022-08-27 01:40:13,527 INFO [train.py:927] (3/8) Epoch 10, batch 14300, giga_loss[loss=0.2398, simple_loss=0.3204, pruned_loss=0.07964, over 12405.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04029, over 133.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.318, pruned_loss=0.08093, over 2474788.92 frames. utt_duration=493 frames, utt_pad_proportion=0.07683, over 20138.20 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2982, pruned_loss=0.06595, over 2466250.26 frames. utt_duration=1242 frames, utt_pad_proportion=0.06101, over 7949.64 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3201, pruned_loss=0.08193, over 2475287.47 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07592, over 21481.66 utterances.], batch size: 133, lr: 3.65e-04
2022-08-27 01:41:56,223 INFO [train.py:927] (3/8) Epoch 10, batch 14350, giga_loss[loss=0.1915, simple_loss=0.2772, pruned_loss=0.05285, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03068, over 62.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3167, pruned_loss=0.08064, over 2475068.75 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07446, over 20549.34 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06591, over 2466168.13 frames. utt_duration=1244 frames, utt_pad_proportion=0.06054, over 7937.17 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3185, pruned_loss=0.08159, over 2475607.72 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07407, over 21718.76 utterances.], batch size: 62, lr: 3.65e-04
2022-08-27 01:43:38,971 INFO [train.py:927] (3/8) Epoch 10, batch 14400, giga_loss[loss=0.2215, simple_loss=0.3062, pruned_loss=0.06839, over 12390.00 frames. utt_duration=662.1 frames, utt_pad_proportion=0.03622, over 75.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3155, pruned_loss=0.08021, over 2475040.75 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06979, over 19879.88 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2983, pruned_loss=0.06612, over 2466226.83 frames. utt_duration=1235 frames, utt_pad_proportion=0.06412, over 7999.68 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3172, pruned_loss=0.08103, over 2475576.65 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06854, over 20973.88 utterances.], batch size: 75, lr: 3.65e-04
2022-08-27 01:45:22,518 INFO [train.py:927] (3/8) Epoch 10, batch 14450, giga_loss[loss=0.2839, simple_loss=0.3423, pruned_loss=0.1127, over 12407.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07295, over 212.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3147, pruned_loss=0.0803, over 2474957.97 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06967, over 20046.88 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2986, pruned_loss=0.06643, over 2466135.94 frames. utt_duration=1237 frames, utt_pad_proportion=0.06337, over 7983.75 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3159, pruned_loss=0.08087, over 2475588.43 frames. utt_duration=471 frames, utt_pad_proportion=0.06898, over 21087.69 utterances.], batch size: 212, lr: 3.64e-04
2022-08-27 01:47:05,071 INFO [train.py:927] (3/8) Epoch 10, batch 14500, giga_loss[loss=0.2257, simple_loss=0.3022, pruned_loss=0.0746, over 12379.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02711, over 91.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3142, pruned_loss=0.0803, over 2474304.09 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06861, over 19678.94 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2992, pruned_loss=0.06697, over 2466174.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06627, over 8034.27 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3151, pruned_loss=0.08065, over 2475016.47 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06716, over 20790.29 utterances.], batch size: 91, lr: 3.64e-04
2022-08-27 01:48:44,842 INFO [train.py:927] (3/8) Epoch 10, batch 14550, libri_loss[loss=0.2449, simple_loss=0.3262, pruned_loss=0.0818, over 12477.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01225, over 40.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3138, pruned_loss=0.07948, over 2474496.22 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07327, over 20143.23 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.299, pruned_loss=0.06694, over 2466254.11 frames. utt_duration=1234 frames, utt_pad_proportion=0.06507, over 8002.81 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.315, pruned_loss=0.08006, over 2475169.21 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07238, over 21327.66 utterances.], batch size: 40, lr: 3.64e-04
2022-08-27 01:50:29,480 INFO [train.py:927] (3/8) Epoch 10, batch 14600, giga_loss[loss=0.2336, simple_loss=0.3122, pruned_loss=0.07752, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03707, over 123.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3132, pruned_loss=0.07889, over 2473839.59 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07461, over 19521.41 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.299, pruned_loss=0.06725, over 2466361.79 frames. utt_duration=1233 frames, utt_pad_proportion=0.06394, over 8010.25 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3151, pruned_loss=0.07979, over 2474757.85 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07445, over 21221.90 utterances.], batch size: 123, lr: 3.64e-04
2022-08-27 01:52:13,962 INFO [train.py:927] (3/8) Epoch 10, batch 14650, giga_loss[loss=0.2449, simple_loss=0.3193, pruned_loss=0.08525, over 12405.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3149, pruned_loss=0.0806, over 2473913.47 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07356, over 19912.06 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2986, pruned_loss=0.06714, over 2466350.88 frames. utt_duration=1239 frames, utt_pad_proportion=0.06248, over 7973.38 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08175, over 2474881.12 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07407, over 21626.16 utterances.], batch size: 113, lr: 3.64e-04
2022-08-27 01:53:56,671 INFO [train.py:927] (3/8) Epoch 10, batch 14700, giga_loss[loss=0.2187, simple_loss=0.2972, pruned_loss=0.07017, over 12373.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3157, pruned_loss=0.08237, over 2474984.03 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07164, over 20267.77 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2988, pruned_loss=0.06761, over 2466857.71 frames. utt_duration=1243 frames, utt_pad_proportion=0.06068, over 7948.94 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.318, pruned_loss=0.08341, over 2475572.85 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07286, over 22118.11 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 01:55:47,925 INFO [train.py:927] (3/8) Epoch 10, batch 14750, giga_loss[loss=0.2245, simple_loss=0.3019, pruned_loss=0.07356, over 12423.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3171, pruned_loss=0.0834, over 2475325.00 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07559, over 21260.84 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2985, pruned_loss=0.06748, over 2466883.07 frames. utt_duration=1245 frames, utt_pad_proportion=0.05979, over 7934.07 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3195, pruned_loss=0.08462, over 2475918.29 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07663, over 22984.56 utterances.], batch size: 86, lr: 3.64e-04
2022-08-27 01:57:33,891 INFO [train.py:927] (3/8) Epoch 10, batch 14800, giga_loss[loss=0.2045, simple_loss=0.2916, pruned_loss=0.05876, over 12340.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03431, over 62.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3161, pruned_loss=0.08117, over 2475025.95 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07142, over 20533.03 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.299, pruned_loss=0.06755, over 2466868.59 frames. utt_duration=1249 frames, utt_pad_proportion=0.0589, over 7911.57 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3179, pruned_loss=0.08235, over 2475651.63 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07291, over 22139.42 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 01:59:22,618 INFO [train.py:927] (3/8) Epoch 10, batch 14850, giga_loss[loss=0.2136, simple_loss=0.3026, pruned_loss=0.06232, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3136, pruned_loss=0.08012, over 2474668.49 frames. utt_duration=483 frames, utt_pad_proportion=0.0739, over 20554.35 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2992, pruned_loss=0.0679, over 2466855.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.0578, over 7892.88 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3152, pruned_loss=0.08105, over 2475361.10 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07539, over 22140.12 utterances.], batch size: 31, lr: 3.64e-04
2022-08-27 02:01:04,211 INFO [train.py:927] (3/8) Epoch 10, batch 14900, giga_loss[loss=0.2433, simple_loss=0.3203, pruned_loss=0.08313, over 12361.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04137, over 113.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3121, pruned_loss=0.07966, over 2474573.47 frames. utt_duration=495.5 frames, utt_pad_proportion=0.07358, over 20037.29 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2985, pruned_loss=0.06774, over 2466686.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05712, over 7851.22 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3145, pruned_loss=0.08098, over 2475552.04 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0752, over 21806.67 utterances.], batch size: 113, lr: 3.64e-04
2022-08-27 02:02:54,765 INFO [train.py:927] (3/8) Epoch 10, batch 14950, giga_loss[loss=0.2212, simple_loss=0.318, pruned_loss=0.06216, over 12403.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02806, over 51.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3156, pruned_loss=0.07961, over 2474320.20 frames. utt_duration=499 frames, utt_pad_proportion=0.07248, over 19892.45 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2983, pruned_loss=0.06775, over 2466617.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05675, over 7832.75 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3178, pruned_loss=0.08076, over 2475227.34 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07403, over 21416.06 utterances.], batch size: 51, lr: 3.64e-04
2022-08-27 02:04:40,051 INFO [train.py:927] (3/8) Epoch 10, batch 15000, giga_loss[loss=0.2485, simple_loss=0.3277, pruned_loss=0.08469, over 12360.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03115, over 85.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.318, pruned_loss=0.08036, over 2474856.59 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07609, over 20560.33 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2987, pruned_loss=0.06807, over 2466841.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05671, over 7851.31 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3197, pruned_loss=0.08115, over 2475465.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07717, over 21916.91 utterances.], batch size: 85, lr: 3.64e-04
2022-08-27 02:04:40,052 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 02:04:55,012 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1928, simple_loss=0.3148, pruned_loss=0.03538, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 02:06:38,787 INFO [train.py:927] (3/8) Epoch 10, batch 15050, giga_loss[loss=0.2466, simple_loss=0.317, pruned_loss=0.08805, over 12246.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03036, over 42.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3174, pruned_loss=0.08052, over 2474434.19 frames. utt_duration=494 frames, utt_pad_proportion=0.08147, over 20094.97 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2986, pruned_loss=0.06799, over 2466663.24 frames. utt_duration=1263 frames, utt_pad_proportion=0.05567, over 7819.37 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3192, pruned_loss=0.0815, over 2475241.79 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08257, over 21488.91 utterances.], batch size: 42, lr: 3.64e-04
2022-08-27 02:08:23,747 INFO [train.py:927] (3/8) Epoch 10, batch 15100, libri_loss[loss=0.2005, simple_loss=0.2695, pruned_loss=0.06578, over 12344.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006153, over 33.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3175, pruned_loss=0.08225, over 2474418.39 frames. utt_duration=482.7 frames, utt_pad_proportion=0.08277, over 20567.71 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2987, pruned_loss=0.06831, over 2466675.68 frames. utt_duration=1256 frames, utt_pad_proportion=0.05823, over 7863.72 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3197, pruned_loss=0.08327, over 2475363.53 frames. utt_duration=448.7 frames, utt_pad_proportion=0.08311, over 22137.15 utterances.], batch size: 33, lr: 3.64e-04
2022-08-27 02:10:07,129 INFO [train.py:927] (3/8) Epoch 10, batch 15150, giga_loss[loss=0.2452, simple_loss=0.3225, pruned_loss=0.08398, over 12354.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02953, over 70.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3148, pruned_loss=0.08117, over 2474494.65 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0783, over 19231.15 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2987, pruned_loss=0.06853, over 2466689.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05735, over 7843.36 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3168, pruned_loss=0.08207, over 2475432.67 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07938, over 20773.22 utterances.], batch size: 70, lr: 3.64e-04
2022-08-27 02:11:51,833 INFO [train.py:927] (3/8) Epoch 10, batch 15200, giga_loss[loss=0.1867, simple_loss=0.2644, pruned_loss=0.05454, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03393, over 37.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3147, pruned_loss=0.08156, over 2475191.99 frames. utt_duration=502 frames, utt_pad_proportion=0.079, over 19780.10 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2991, pruned_loss=0.06869, over 2466912.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.05682, over 7845.37 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08236, over 2475876.79 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0801, over 21209.90 utterances.], batch size: 37, lr: 3.64e-04
2022-08-27 02:13:36,589 INFO [train.py:927] (3/8) Epoch 10, batch 15250, giga_loss[loss=0.1886, simple_loss=0.2742, pruned_loss=0.05144, over 12183.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03266, over 36.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3134, pruned_loss=0.08132, over 2474373.93 frames. utt_duration=490.1 frames, utt_pad_proportion=0.08112, over 20253.87 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2988, pruned_loss=0.06865, over 2466920.65 frames. utt_duration=1259 frames, utt_pad_proportion=0.0562, over 7844.09 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3153, pruned_loss=0.08229, over 2475099.25 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08225, over 21679.57 utterances.], batch size: 36, lr: 3.64e-04
2022-08-27 02:15:18,122 INFO [train.py:927] (3/8) Epoch 10, batch 15300, giga_loss[loss=0.2225, simple_loss=0.3051, pruned_loss=0.06993, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04626, over 34.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3144, pruned_loss=0.08119, over 2474382.86 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07688, over 19862.23 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2985, pruned_loss=0.06876, over 2466653.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05503, over 7807.13 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3165, pruned_loss=0.0822, over 2475386.93 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07862, over 21349.80 utterances.], batch size: 34, lr: 3.64e-04
2022-08-27 02:17:00,255 INFO [train.py:927] (3/8) Epoch 10, batch 15350, giga_loss[loss=0.2362, simple_loss=0.3129, pruned_loss=0.0798, over 12409.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05765, over 182.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3152, pruned_loss=0.08196, over 2474484.44 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07938, over 20051.27 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2988, pruned_loss=0.06893, over 2466557.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05877, over 7864.25 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3169, pruned_loss=0.08282, over 2475489.91 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07947, over 21393.46 utterances.], batch size: 182, lr: 3.64e-04
2022-08-27 02:18:43,385 INFO [train.py:927] (3/8) Epoch 10, batch 15400, giga_loss[loss=0.2215, simple_loss=0.3155, pruned_loss=0.06379, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03111, over 42.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.317, pruned_loss=0.08001, over 2474945.77 frames. utt_duration=500.6 frames, utt_pad_proportion=0.0769, over 19832.11 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2988, pruned_loss=0.06893, over 2466557.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05877, over 7864.25 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3183, pruned_loss=0.08069, over 2475728.33 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0771, over 20876.75 utterances.], batch size: 42, lr: 3.64e-04
2022-08-27 02:20:28,280 INFO [train.py:927] (3/8) Epoch 10, batch 15450, giga_loss[loss=0.261, simple_loss=0.3328, pruned_loss=0.09461, over 12424.00 frames. utt_duration=306.2 frames, utt_pad_proportion=0.06065, over 163.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3193, pruned_loss=0.08094, over 2475546.11 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07454, over 19724.31 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.299, pruned_loss=0.06915, over 2467027.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.06226, over 7928.90 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3205, pruned_loss=0.08151, over 2475953.49 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07364, over 20748.23 utterances.], batch size: 163, lr: 3.64e-04
2022-08-27 02:22:13,216 INFO [train.py:927] (3/8) Epoch 10, batch 15500, giga_loss[loss=0.2165, simple_loss=0.3046, pruned_loss=0.06422, over 12331.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02774, over 74.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3213, pruned_loss=0.08354, over 2474860.62 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07501, over 19984.34 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.299, pruned_loss=0.06913, over 2467105.50 frames. utt_duration=1248 frames, utt_pad_proportion=0.06155, over 7918.04 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3226, pruned_loss=0.08417, over 2475216.39 frames. utt_duration=474 frames, utt_pad_proportion=0.07455, over 20953.21 utterances.], batch size: 74, lr: 3.64e-04
2022-08-27 02:23:55,682 INFO [train.py:927] (3/8) Epoch 10, batch 15550, giga_loss[loss=0.2382, simple_loss=0.3297, pruned_loss=0.07332, over 12435.00 frames. utt_duration=803.6 frames, utt_pad_proportion=0.02592, over 62.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3216, pruned_loss=0.08351, over 2475246.72 frames. utt_duration=469.8 frames, utt_pad_proportion=0.08041, over 21140.17 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2992, pruned_loss=0.06921, over 2467465.85 frames. utt_duration=1245 frames, utt_pad_proportion=0.0612, over 7939.40 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3228, pruned_loss=0.0842, over 2475352.19 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08011, over 22116.16 utterances.], batch size: 62, lr: 3.64e-04
2022-08-27 02:25:41,062 INFO [train.py:927] (3/8) Epoch 10, batch 15600, giga_loss[loss=0.2635, simple_loss=0.3464, pruned_loss=0.09029, over 12444.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.0287, over 80.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3218, pruned_loss=0.08162, over 2474273.13 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07574, over 20061.04 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2995, pruned_loss=0.06916, over 2467218.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.05933, over 7900.57 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3233, pruned_loss=0.0827, over 2474843.11 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07651, over 21330.19 utterances.], batch size: 80, lr: 3.64e-04
2022-08-27 02:27:23,594 INFO [train.py:927] (3/8) Epoch 10, batch 15650, giga_loss[loss=0.3079, simple_loss=0.3545, pruned_loss=0.1306, over 12332.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3227, pruned_loss=0.08297, over 2474687.07 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07947, over 20848.39 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2996, pruned_loss=0.06919, over 2467160.91 frames. utt_duration=1251 frames, utt_pad_proportion=0.05908, over 7898.06 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3239, pruned_loss=0.08384, over 2475210.90 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07997, over 21895.55 utterances.], batch size: 371, lr: 3.64e-04
2022-08-27 02:29:07,582 INFO [train.py:927] (3/8) Epoch 10, batch 15700, giga_loss[loss=0.2467, simple_loss=0.3162, pruned_loss=0.08856, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02919, over 85.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3214, pruned_loss=0.08356, over 2474902.14 frames. utt_duration=470.2 frames, utt_pad_proportion=0.08141, over 21119.05 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2999, pruned_loss=0.0695, over 2467110.22 frames. utt_duration=1239 frames, utt_pad_proportion=0.06355, over 7971.70 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3224, pruned_loss=0.08414, over 2475470.40 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08031, over 22050.58 utterances.], batch size: 85, lr: 3.64e-04
2022-08-27 02:30:53,354 INFO [train.py:927] (3/8) Epoch 10, batch 15750, giga_loss[loss=0.2795, simple_loss=0.3315, pruned_loss=0.1137, over 12363.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2143, over 374.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3189, pruned_loss=0.08256, over 2474805.74 frames. utt_duration=463.5 frames, utt_pad_proportion=0.08326, over 21425.88 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2996, pruned_loss=0.06928, over 2466790.33 frames. utt_duration=1244 frames, utt_pad_proportion=0.06264, over 7941.50 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3203, pruned_loss=0.08347, over 2475697.45 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08274, over 22437.60 utterances.], batch size: 374, lr: 3.64e-04
2022-08-27 02:32:33,461 INFO [train.py:927] (3/8) Epoch 10, batch 15800, giga_loss[loss=0.2237, simple_loss=0.3054, pruned_loss=0.07101, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.08251, over 2474733.56 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07996, over 21177.98 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2996, pruned_loss=0.0695, over 2466840.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06557, over 7996.79 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3193, pruned_loss=0.08337, over 2475609.27 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07896, over 22280.66 utterances.], batch size: 51, lr: 3.64e-04
2022-08-27 02:34:13,479 INFO [train.py:927] (3/8) Epoch 10, batch 15850, giga_loss[loss=0.2228, simple_loss=0.3034, pruned_loss=0.07103, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05508, over 162.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3144, pruned_loss=0.07941, over 2475238.26 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08092, over 21811.34 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2996, pruned_loss=0.06954, over 2466887.85 frames. utt_duration=1239 frames, utt_pad_proportion=0.06442, over 7976.96 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3161, pruned_loss=0.0804, over 2476119.31 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08063, over 23094.31 utterances.], batch size: 162, lr: 3.63e-04
2022-08-27 02:36:01,345 INFO [train.py:927] (3/8) Epoch 10, batch 15900, giga_loss[loss=0.3581, simple_loss=0.3858, pruned_loss=0.1652, over 12387.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3138, pruned_loss=0.07971, over 2475534.47 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07875, over 22184.74 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2994, pruned_loss=0.06943, over 2466776.84 frames. utt_duration=1243 frames, utt_pad_proportion=0.06351, over 7947.68 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3156, pruned_loss=0.08075, over 2476463.34 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07897, over 23462.72 utterances.], batch size: 258, lr: 3.63e-04
2022-08-27 02:37:43,219 INFO [train.py:927] (3/8) Epoch 10, batch 15950, giga_loss[loss=0.2386, simple_loss=0.3224, pruned_loss=0.07742, over 12356.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04174, over 113.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3115, pruned_loss=0.07878, over 2474899.44 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07647, over 21306.97 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2996, pruned_loss=0.0698, over 2466848.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.06182, over 7905.50 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3133, pruned_loss=0.07964, over 2475870.62 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07751, over 22878.30 utterances.], batch size: 113, lr: 3.63e-04
2022-08-27 02:39:25,302 INFO [train.py:927] (3/8) Epoch 10, batch 16000, giga_loss[loss=0.1818, simple_loss=0.2631, pruned_loss=0.05019, over 12124.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04582, over 28.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3124, pruned_loss=0.07879, over 2474793.29 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07215, over 20193.28 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2995, pruned_loss=0.07001, over 2466883.79 frames. utt_duration=1241 frames, utt_pad_proportion=0.06485, over 7959.93 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07964, over 2475881.30 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07262, over 21893.54 utterances.], batch size: 28, lr: 3.63e-04
2022-08-27 02:41:09,206 INFO [train.py:927] (3/8) Epoch 10, batch 16050, giga_loss[loss=0.255, simple_loss=0.3225, pruned_loss=0.09376, over 12438.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05398, over 162.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.0787, over 2474865.49 frames. utt_duration=490 frames, utt_pad_proportion=0.07162, over 20265.32 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2994, pruned_loss=0.06992, over 2467104.78 frames. utt_duration=1245 frames, utt_pad_proportion=0.06359, over 7937.18 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07964, over 2475703.78 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07249, over 21909.05 utterances.], batch size: 162, lr: 3.63e-04
2022-08-27 02:42:52,863 INFO [train.py:927] (3/8) Epoch 10, batch 16100, giga_loss[loss=0.2094, simple_loss=0.3025, pruned_loss=0.05811, over 12359.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04079, over 26.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3128, pruned_loss=0.07886, over 2473958.32 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07136, over 19506.26 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2993, pruned_loss=0.06997, over 2466721.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.0624, over 7908.99 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3147, pruned_loss=0.07976, over 2475095.62 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07251, over 21092.82 utterances.], batch size: 26, lr: 3.63e-04
2022-08-27 02:44:36,666 INFO [train.py:927] (3/8) Epoch 10, batch 16150, giga_loss[loss=0.3311, simple_loss=0.3704, pruned_loss=0.1459, over 12358.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2161, over 375.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3149, pruned_loss=0.08093, over 2474287.64 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07789, over 20146.18 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3, pruned_loss=0.07058, over 2466626.31 frames. utt_duration=1220 frames, utt_pad_proportion=0.07306, over 8100.38 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.08151, over 2475613.97 frames. utt_duration=457 frames, utt_pad_proportion=0.07505, over 21738.59 utterances.], batch size: 375, lr: 3.63e-04
2022-08-27 02:46:29,739 INFO [train.py:927] (3/8) Epoch 10, batch 16200, giga_loss[loss=0.2598, simple_loss=0.3326, pruned_loss=0.09347, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03052, over 55.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.317, pruned_loss=0.08237, over 2475007.37 frames. utt_duration=471.9 frames, utt_pad_proportion=0.08114, over 21043.40 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2998, pruned_loss=0.07055, over 2466710.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.07227, over 8074.98 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3186, pruned_loss=0.083, over 2476086.98 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07903, over 22485.95 utterances.], batch size: 55, lr: 3.63e-04
2022-08-27 02:48:14,638 INFO [train.py:927] (3/8) Epoch 10, batch 16250, giga_loss[loss=0.2525, simple_loss=0.3262, pruned_loss=0.08942, over 12394.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3188, pruned_loss=0.08304, over 2475815.94 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08391, over 21913.05 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3005, pruned_loss=0.07093, over 2467172.86 frames. utt_duration=1217 frames, utt_pad_proportion=0.074, over 8116.75 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3201, pruned_loss=0.08364, over 2476571.63 frames. utt_duration=422 frames, utt_pad_proportion=0.08172, over 23553.63 utterances.], batch size: 183, lr: 3.63e-04
2022-08-27 02:49:59,807 INFO [train.py:927] (3/8) Epoch 10, batch 16300, giga_loss[loss=0.3074, simple_loss=0.3568, pruned_loss=0.129, over 12333.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3182, pruned_loss=0.08363, over 2474887.43 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08495, over 21994.42 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3008, pruned_loss=0.07103, over 2467003.28 frames. utt_duration=1220 frames, utt_pad_proportion=0.07284, over 8100.52 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08423, over 2475784.29 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08354, over 23557.99 utterances.], batch size: 370, lr: 3.63e-04
2022-08-27 02:51:39,931 INFO [train.py:927] (3/8) Epoch 10, batch 16350, giga_loss[loss=0.2021, simple_loss=0.2728, pruned_loss=0.0657, over 12209.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03016, over 28.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3162, pruned_loss=0.0826, over 2474864.52 frames. utt_duration=457.7 frames, utt_pad_proportion=0.08211, over 21696.39 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3005, pruned_loss=0.07099, over 2466825.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.0721, over 8078.95 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3179, pruned_loss=0.08349, over 2475991.84 frames. utt_duration=424.7 frames, utt_pad_proportion=0.08149, over 23397.23 utterances.], batch size: 28, lr: 3.63e-04
2022-08-27 02:53:23,201 INFO [train.py:927] (3/8) Epoch 10, batch 16400, libri_loss[loss=0.2439, simple_loss=0.3186, pruned_loss=0.08456, over 12375.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02563, over 43.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3172, pruned_loss=0.08407, over 2474712.09 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08529, over 22095.46 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3008, pruned_loss=0.07136, over 2466769.86 frames. utt_duration=1224 frames, utt_pad_proportion=0.07099, over 8072.97 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3186, pruned_loss=0.08471, over 2475828.46 frames. utt_duration=418 frames, utt_pad_proportion=0.08506, over 23772.83 utterances.], batch size: 43, lr: 3.63e-04
2022-08-27 02:55:05,639 INFO [train.py:927] (3/8) Epoch 10, batch 16450, giga_loss[loss=0.259, simple_loss=0.3284, pruned_loss=0.09486, over 12149.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04137, over 28.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3169, pruned_loss=0.08381, over 2474617.84 frames. utt_duration=462.5 frames, utt_pad_proportion=0.08168, over 21469.68 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3003, pruned_loss=0.07112, over 2466705.81 frames. utt_duration=1229 frames, utt_pad_proportion=0.06973, over 8039.37 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08481, over 2475749.39 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0822, over 23137.14 utterances.], batch size: 28, lr: 3.63e-04
2022-08-27 02:56:47,012 INFO [train.py:927] (3/8) Epoch 10, batch 16500, giga_loss[loss=0.2322, simple_loss=0.3138, pruned_loss=0.07528, over 12364.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03165, over 58.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3169, pruned_loss=0.08375, over 2474530.50 frames. utt_duration=472.3 frames, utt_pad_proportion=0.08206, over 21022.79 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3004, pruned_loss=0.07128, over 2467035.17 frames. utt_duration=1221 frames, utt_pad_proportion=0.07247, over 8092.38 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3188, pruned_loss=0.08476, over 2475338.65 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08169, over 22677.54 utterances.], batch size: 58, lr: 3.63e-04
2022-08-27 02:58:30,575 INFO [train.py:927] (3/8) Epoch 10, batch 16550, giga_loss[loss=0.2255, simple_loss=0.2954, pruned_loss=0.07783, over 12351.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03302, over 51.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3181, pruned_loss=0.08501, over 2474764.66 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08715, over 21787.50 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3004, pruned_loss=0.07131, over 2467247.02 frames. utt_duration=1212 frames, utt_pad_proportion=0.0757, over 8152.99 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.32, pruned_loss=0.086, over 2475337.04 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08574, over 23284.27 utterances.], batch size: 51, lr: 3.63e-04
2022-08-27 03:00:18,103 INFO [train.py:927] (3/8) Epoch 10, batch 16600, giga_loss[loss=0.2481, simple_loss=0.3246, pruned_loss=0.08579, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04307, over 33.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3195, pruned_loss=0.08557, over 2474375.09 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08576, over 22236.26 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3005, pruned_loss=0.07124, over 2467643.42 frames. utt_duration=1216 frames, utt_pad_proportion=0.07454, over 8127.17 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3211, pruned_loss=0.08667, over 2474605.70 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08517, over 23700.34 utterances.], batch size: 33, lr: 3.63e-04
2022-08-27 03:02:02,086 INFO [train.py:927] (3/8) Epoch 10, batch 16650, giga_loss[loss=0.3121, simple_loss=0.3682, pruned_loss=0.128, over 12414.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.07669, over 214.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08574, over 2473312.05 frames. utt_duration=456.7 frames, utt_pad_proportion=0.0844, over 21730.55 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3005, pruned_loss=0.07131, over 2466998.90 frames. utt_duration=1208 frames, utt_pad_proportion=0.07697, over 8179.45 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3218, pruned_loss=0.08706, over 2474286.25 frames. utt_duration=425 frames, utt_pad_proportion=0.08326, over 23366.74 utterances.], batch size: 214, lr: 3.63e-04
2022-08-27 03:03:45,062 INFO [train.py:927] (3/8) Epoch 10, batch 16700, giga_loss[loss=0.2634, simple_loss=0.3406, pruned_loss=0.09304, over 12441.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03772, over 123.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3204, pruned_loss=0.08665, over 2473504.46 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08339, over 21899.66 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2998, pruned_loss=0.07106, over 2467050.17 frames. utt_duration=1214 frames, utt_pad_proportion=0.07544, over 8140.10 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08839, over 2474429.36 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08312, over 23666.55 utterances.], batch size: 123, lr: 3.63e-04
2022-08-27 03:05:37,276 INFO [train.py:927] (3/8) Epoch 10, batch 16750, giga_loss[loss=0.2413, simple_loss=0.3223, pruned_loss=0.08017, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03363, over 85.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.08513, over 2473964.68 frames. utt_duration=473 frames, utt_pad_proportion=0.07975, over 20985.39 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2997, pruned_loss=0.07097, over 2466988.84 frames. utt_duration=1220 frames, utt_pad_proportion=0.07373, over 8101.47 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08699, over 2474926.51 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08042, over 22802.74 utterances.], batch size: 85, lr: 3.63e-04
2022-08-27 03:07:20,525 INFO [train.py:927] (3/8) Epoch 10, batch 16800, giga_loss[loss=0.2277, simple_loss=0.3175, pruned_loss=0.06901, over 12356.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02911, over 66.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3183, pruned_loss=0.08372, over 2473927.40 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07308, over 20114.67 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2996, pruned_loss=0.07086, over 2466999.56 frames. utt_duration=1221 frames, utt_pad_proportion=0.07284, over 8089.97 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3209, pruned_loss=0.08547, over 2474781.25 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07441, over 21727.19 utterances.], batch size: 66, lr: 3.63e-04
2022-08-27 03:09:02,822 INFO [train.py:927] (3/8) Epoch 10, batch 16850, giga_loss[loss=0.3449, simple_loss=0.3844, pruned_loss=0.1527, over 12356.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1094, over 259.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.08398, over 2474167.39 frames. utt_duration=490 frames, utt_pad_proportion=0.07325, over 20258.85 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2999, pruned_loss=0.07096, over 2466789.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.07043, over 8044.03 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3218, pruned_loss=0.08584, over 2475358.56 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0751, over 22120.57 utterances.], batch size: 259, lr: 3.63e-04
2022-08-27 03:10:47,554 INFO [train.py:927] (3/8) Epoch 10, batch 16900, giga_loss[loss=0.224, simple_loss=0.3193, pruned_loss=0.06432, over 12330.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.02985, over 26.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3187, pruned_loss=0.08448, over 2474432.83 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07257, over 20062.90 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2996, pruned_loss=0.07105, over 2467217.94 frames. utt_duration=1232 frames, utt_pad_proportion=0.0693, over 8022.99 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.0862, over 2475169.42 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07453, over 21841.22 utterances.], batch size: 26, lr: 3.63e-04
2022-08-27 03:12:30,177 INFO [train.py:927] (3/8) Epoch 10, batch 16950, giga_loss[loss=0.2212, simple_loss=0.304, pruned_loss=0.06918, over 12345.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3196, pruned_loss=0.08508, over 2474602.07 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07415, over 20213.84 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2995, pruned_loss=0.07099, over 2467277.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.06863, over 8011.63 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3221, pruned_loss=0.08667, over 2475234.12 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07584, over 21788.89 utterances.], batch size: 58, lr: 3.63e-04
2022-08-27 03:14:11,719 INFO [train.py:927] (3/8) Epoch 10, batch 17000, giga_loss[loss=0.2169, simple_loss=0.2994, pruned_loss=0.06718, over 12393.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02429, over 48.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3195, pruned_loss=0.08504, over 2474571.32 frames. utt_duration=490.8 frames, utt_pad_proportion=0.0744, over 20227.95 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2985, pruned_loss=0.07044, over 2467095.95 frames. utt_duration=1240 frames, utt_pad_proportion=0.06699, over 7970.41 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3234, pruned_loss=0.08753, over 2475621.02 frames. utt_duration=448.7 frames, utt_pad_proportion=0.0763, over 22140.00 utterances.], batch size: 48, lr: 3.63e-04
2022-08-27 03:15:51,025 INFO [train.py:927] (3/8) Epoch 10, batch 17050, giga_loss[loss=0.2463, simple_loss=0.3178, pruned_loss=0.08737, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3188, pruned_loss=0.08411, over 2474998.23 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07556, over 20006.67 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2982, pruned_loss=0.07025, over 2467486.23 frames. utt_duration=1242 frames, utt_pad_proportion=0.06632, over 7956.08 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08671, over 2475713.70 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07739, over 21938.84 utterances.], batch size: 105, lr: 3.63e-04
2022-08-27 03:17:32,804 INFO [train.py:927] (3/8) Epoch 10, batch 17100, libri_loss[loss=0.1977, simple_loss=0.2731, pruned_loss=0.06111, over 12382.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007724, over 31.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.08268, over 2474685.92 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07428, over 19883.96 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2975, pruned_loss=0.06991, over 2467530.62 frames. utt_duration=1249 frames, utt_pad_proportion=0.06478, over 7911.14 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3219, pruned_loss=0.08549, over 2475459.45 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07646, over 21859.20 utterances.], batch size: 31, lr: 3.63e-04
2022-08-27 03:19:17,042 INFO [train.py:927] (3/8) Epoch 10, batch 17150, giga_loss[loss=0.2145, simple_loss=0.2941, pruned_loss=0.06747, over 12352.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03345, over 62.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3156, pruned_loss=0.08193, over 2474999.07 frames. utt_duration=507 frames, utt_pad_proportion=0.07307, over 19584.81 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2976, pruned_loss=0.07, over 2468010.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.06791, over 7982.42 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3198, pruned_loss=0.0845, over 2475406.22 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07389, over 21473.26 utterances.], batch size: 62, lr: 3.63e-04
2022-08-27 03:21:02,929 INFO [train.py:927] (3/8) Epoch 10, batch 17200, giga_loss[loss=0.2207, simple_loss=0.3071, pruned_loss=0.06722, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3126, pruned_loss=0.08091, over 2474006.80 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07398, over 19584.36 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2975, pruned_loss=0.07007, over 2468165.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.06574, over 7940.15 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3168, pruned_loss=0.08341, over 2474469.98 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07542, over 21641.04 utterances.], batch size: 58, lr: 3.63e-04
2022-08-27 03:22:49,767 INFO [train.py:927] (3/8) Epoch 10, batch 17250, libri_loss[loss=0.2681, simple_loss=0.3327, pruned_loss=0.1018, over 12448.00 frames. utt_duration=427.2 frames, utt_pad_proportion=0.3315, over 117.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3115, pruned_loss=0.08054, over 2474630.25 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07171, over 19411.71 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.298, pruned_loss=0.07041, over 2468240.27 frames. utt_duration=1224 frames, utt_pad_proportion=0.07289, over 8076.89 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3147, pruned_loss=0.0825, over 2475081.47 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07037, over 21246.74 utterances.], batch size: 117, lr: 3.62e-04
2022-08-27 03:24:35,022 INFO [train.py:927] (3/8) Epoch 10, batch 17300, giga_loss[loss=0.1868, simple_loss=0.2719, pruned_loss=0.05082, over 12361.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1905, over 363.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3104, pruned_loss=0.07834, over 2474770.82 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07452, over 20258.71 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2979, pruned_loss=0.07048, over 2468171.92 frames. utt_duration=1222 frames, utt_pad_proportion=0.07255, over 8088.86 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3135, pruned_loss=0.08014, over 2475369.23 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07337, over 22091.33 utterances.], batch size: 363, lr: 3.62e-04
2022-08-27 03:26:20,853 INFO [train.py:927] (3/8) Epoch 10, batch 17350, giga_loss[loss=0.2354, simple_loss=0.3182, pruned_loss=0.0763, over 12356.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07482, over 2474881.11 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07414, over 21431.76 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2978, pruned_loss=0.07046, over 2468347.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.07176, over 8066.67 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3112, pruned_loss=0.07633, over 2475284.05 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07355, over 23070.68 utterances.], batch size: 91, lr: 3.62e-04
2022-08-27 03:28:02,982 INFO [train.py:927] (3/8) Epoch 10, batch 17400, libri_loss[loss=0.2531, simple_loss=0.3295, pruned_loss=0.08836, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005598, over 34.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3059, pruned_loss=0.07191, over 2474896.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07642, over 22568.43 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2979, pruned_loss=0.07049, over 2468311.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.07094, over 8046.78 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.308, pruned_loss=0.07309, over 2475345.07 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07615, over 24090.29 utterances.], batch size: 34, lr: 3.62e-04
2022-08-27 03:29:46,518 INFO [train.py:927] (3/8) Epoch 10, batch 17450, giga_loss[loss=0.1836, simple_loss=0.2775, pruned_loss=0.04488, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04559, over 34.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3058, pruned_loss=0.06982, over 2475089.73 frames. utt_duration=432.3 frames, utt_pad_proportion=0.0739, over 22980.13 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2979, pruned_loss=0.07044, over 2468129.11 frames. utt_duration=1229 frames, utt_pad_proportion=0.07039, over 8044.19 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3076, pruned_loss=0.0708, over 2475718.82 frames. utt_duration=407.3 frames, utt_pad_proportion=0.074, over 24400.35 utterances.], batch size: 34, lr: 3.62e-04
2022-08-27 03:31:27,420 INFO [train.py:927] (3/8) Epoch 10, batch 17500, giga_loss[loss=0.2345, simple_loss=0.3236, pruned_loss=0.07266, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3049, pruned_loss=0.06857, over 2475531.18 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07164, over 23096.98 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.298, pruned_loss=0.07056, over 2468032.01 frames. utt_duration=1230 frames, utt_pad_proportion=0.06987, over 8036.53 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3063, pruned_loss=0.0692, over 2476227.21 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07202, over 24443.33 utterances.], batch size: 146, lr: 3.62e-04
2022-08-27 03:33:10,008 INFO [train.py:927] (3/8) Epoch 10, batch 17550, giga_loss[loss=0.2233, simple_loss=0.3127, pruned_loss=0.06693, over 12427.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05189, over 162.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3033, pruned_loss=0.06774, over 2475692.50 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07152, over 23296.87 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2978, pruned_loss=0.07054, over 2467909.04 frames. utt_duration=1234 frames, utt_pad_proportion=0.0685, over 8009.55 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3048, pruned_loss=0.0682, over 2476597.78 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07226, over 24832.18 utterances.], batch size: 162, lr: 3.62e-04
2022-08-27 03:34:52,369 INFO [train.py:927] (3/8) Epoch 10, batch 17600, giga_loss[loss=0.1988, simple_loss=0.2893, pruned_loss=0.05414, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3018, pruned_loss=0.06627, over 2475501.82 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06919, over 23516.75 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2978, pruned_loss=0.07048, over 2467745.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06773, over 7988.51 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.303, pruned_loss=0.06666, over 2476468.31 frames. utt_duration=398.4 frames, utt_pad_proportion=0.07012, over 24951.94 utterances.], batch size: 146, lr: 3.62e-04
2022-08-27 03:36:36,508 INFO [train.py:927] (3/8) Epoch 10, batch 17650, giga_loss[loss=0.1906, simple_loss=0.2774, pruned_loss=0.05191, over 12343.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03351, over 58.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2995, pruned_loss=0.065, over 2475586.28 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07244, over 24480.90 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2988, pruned_loss=0.07108, over 2468151.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.07088, over 8072.56 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2997, pruned_loss=0.06465, over 2476207.74 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07209, over 25973.84 utterances.], batch size: 58, lr: 3.62e-04
2022-08-27 03:38:20,357 INFO [train.py:927] (3/8) Epoch 10, batch 17700, giga_loss[loss=0.1951, simple_loss=0.2798, pruned_loss=0.05525, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02727, over 48.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2965, pruned_loss=0.06357, over 2475850.07 frames. utt_duration=389.7 frames, utt_pad_proportion=0.07581, over 25511.57 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2988, pruned_loss=0.071, over 2468026.64 frames. utt_duration=1225 frames, utt_pad_proportion=0.07076, over 8069.90 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.0633, over 2476528.70 frames. utt_duration=370.4 frames, utt_pad_proportion=0.07542, over 26852.53 utterances.], batch size: 48, lr: 3.62e-04
2022-08-27 03:40:15,299 INFO [train.py:927] (3/8) Epoch 10, batch 17750, giga_loss[loss=0.1887, simple_loss=0.2848, pruned_loss=0.04627, over 12407.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.0295, over 62.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2978, pruned_loss=0.06369, over 2475869.30 frames. utt_duration=397 frames, utt_pad_proportion=0.07698, over 25033.88 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.299, pruned_loss=0.07115, over 2467831.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.07363, over 8132.57 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2977, pruned_loss=0.06298, over 2476968.78 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07582, over 26869.28 utterances.], batch size: 62, lr: 3.62e-04
2022-08-27 03:42:14,627 INFO [train.py:927] (3/8) Epoch 10, batch 17800, giga_loss[loss=0.2021, simple_loss=0.2935, pruned_loss=0.05538, over 12404.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05821, over 182.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2983, pruned_loss=0.06315, over 2475653.93 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07565, over 24412.21 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2992, pruned_loss=0.07121, over 2467594.01 frames. utt_duration=1208 frames, utt_pad_proportion=0.07634, over 8183.93 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.298, pruned_loss=0.06235, over 2476949.28 frames. utt_duration=379.3 frames, utt_pad_proportion=0.0741, over 26217.99 utterances.], batch size: 182, lr: 3.62e-04
2022-08-27 03:44:11,479 INFO [train.py:927] (3/8) Epoch 10, batch 17850, giga_loss[loss=0.19, simple_loss=0.2889, pruned_loss=0.0455, over 12406.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02909, over 97.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2967, pruned_loss=0.06207, over 2476061.61 frames. utt_duration=413.4 frames, utt_pad_proportion=0.07352, over 24037.23 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2993, pruned_loss=0.07137, over 2467522.85 frames. utt_duration=1199 frames, utt_pad_proportion=0.07958, over 8244.01 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2964, pruned_loss=0.06109, over 2477344.45 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07141, over 25772.76 utterances.], batch size: 97, lr: 3.62e-04
2022-08-27 03:46:20,875 INFO [train.py:927] (3/8) Epoch 10, batch 17900, giga_loss[loss=0.1842, simple_loss=0.2682, pruned_loss=0.05006, over 12326.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02782, over 79.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2951, pruned_loss=0.06088, over 2476761.93 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07093, over 24840.02 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2994, pruned_loss=0.0714, over 2467702.00 frames. utt_duration=1199 frames, utt_pad_proportion=0.07902, over 8244.60 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2947, pruned_loss=0.05999, over 2477689.13 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06959, over 26359.65 utterances.], batch size: 79, lr: 3.62e-04
2022-08-27 03:48:15,412 INFO [train.py:927] (3/8) Epoch 10, batch 17950, giga_loss[loss=0.2113, simple_loss=0.2897, pruned_loss=0.06639, over 12353.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02983, over 91.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.293, pruned_loss=0.06017, over 2476895.84 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06897, over 24827.21 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2996, pruned_loss=0.07151, over 2467823.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07811, over 8243.93 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2925, pruned_loss=0.05922, over 2477639.50 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06821, over 26245.31 utterances.], batch size: 91, lr: 3.62e-04
2022-08-27 03:50:18,621 INFO [train.py:927] (3/8) Epoch 10, batch 18000, giga_loss[loss=0.2077, simple_loss=0.3015, pruned_loss=0.05695, over 12455.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2944, pruned_loss=0.06012, over 2477047.45 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07101, over 25190.60 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2994, pruned_loss=0.0714, over 2467993.11 frames. utt_duration=1203 frames, utt_pad_proportion=0.07739, over 8213.46 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2941, pruned_loss=0.05931, over 2477597.92 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07053, over 26580.23 utterances.], batch size: 86, lr: 3.62e-04
2022-08-27 03:50:18,621 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 03:50:32,438 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1771, simple_loss=0.2879, pruned_loss=0.03309, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 03:52:43,788 INFO [train.py:927] (3/8) Epoch 10, batch 18050, giga_loss[loss=0.201, simple_loss=0.2931, pruned_loss=0.05446, over 12406.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.04106, over 105.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2914, pruned_loss=0.05864, over 2476379.79 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06966, over 24488.50 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.07143, over 2468003.16 frames. utt_duration=1207 frames, utt_pad_proportion=0.07645, over 8191.26 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2911, pruned_loss=0.05775, over 2476973.39 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06955, over 25905.48 utterances.], batch size: 105, lr: 3.62e-04
2022-08-27 03:54:44,819 INFO [train.py:927] (3/8) Epoch 10, batch 18100, giga_loss[loss=0.2353, simple_loss=0.3328, pruned_loss=0.06892, over 12353.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.294, pruned_loss=0.0595, over 2477038.89 frames. utt_duration=391 frames, utt_pad_proportion=0.07286, over 25420.22 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2992, pruned_loss=0.07151, over 2467861.56 frames. utt_duration=1202 frames, utt_pad_proportion=0.07845, over 8224.93 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2937, pruned_loss=0.05834, over 2477916.96 frames. utt_duration=367.6 frames, utt_pad_proportion=0.07199, over 27055.33 utterances.], batch size: 97, lr: 3.62e-04
2022-08-27 03:56:45,237 INFO [train.py:927] (3/8) Epoch 10, batch 18150, giga_loss[loss=0.1846, simple_loss=0.2839, pruned_loss=0.04258, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02742, over 55.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2961, pruned_loss=0.05924, over 2477002.12 frames. utt_duration=392 frames, utt_pad_proportion=0.07172, over 25355.46 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.0716, over 2467706.18 frames. utt_duration=1201 frames, utt_pad_proportion=0.07719, over 8229.07 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2954, pruned_loss=0.0579, over 2478137.97 frames. utt_duration=366.3 frames, utt_pad_proportion=0.0714, over 27152.70 utterances.], batch size: 55, lr: 3.62e-04
2022-08-27 03:58:49,638 INFO [train.py:927] (3/8) Epoch 10, batch 18200, libri_loss[loss=0.2247, simple_loss=0.3108, pruned_loss=0.06927, over 12263.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008639, over 37.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2968, pruned_loss=0.05928, over 2477675.23 frames. utt_duration=388.5 frames, utt_pad_proportion=0.07266, over 25590.03 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07152, over 2467673.64 frames. utt_duration=1206 frames, utt_pad_proportion=0.07595, over 8195.83 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2963, pruned_loss=0.05799, over 2478834.10 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07266, over 27440.76 utterances.], batch size: 37, lr: 3.62e-04
2022-08-27 04:01:13,338 INFO [train.py:927] (3/8) Epoch 10, batch 18250, giga_loss[loss=0.2029, simple_loss=0.2927, pruned_loss=0.05657, over 12441.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03112, over 98.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2965, pruned_loss=0.05964, over 2476964.55 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07129, over 24901.08 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2997, pruned_loss=0.07172, over 2467518.74 frames. utt_duration=1196 frames, utt_pad_proportion=0.07967, over 8260.02 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2957, pruned_loss=0.05825, over 2478127.82 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07018, over 26533.39 utterances.], batch size: 98, lr: 3.62e-04
2022-08-27 04:03:15,998 INFO [train.py:927] (3/8) Epoch 10, batch 18300, libri_loss[loss=0.2056, simple_loss=0.2994, pruned_loss=0.0559, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02041, over 43.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.05894, over 2477911.35 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07362, over 24926.76 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2994, pruned_loss=0.07166, over 2467690.04 frames. utt_duration=1198 frames, utt_pad_proportion=0.07853, over 8253.12 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.05755, over 2478963.80 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07285, over 26699.94 utterances.], batch size: 43, lr: 3.62e-04
2022-08-27 04:05:23,932 INFO [train.py:927] (3/8) Epoch 10, batch 18350, giga_loss[loss=0.1833, simple_loss=0.269, pruned_loss=0.04885, over 12444.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.0309, over 98.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2914, pruned_loss=0.05824, over 2477958.40 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07687, over 25760.71 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2995, pruned_loss=0.07155, over 2467121.18 frames. utt_duration=1201 frames, utt_pad_proportion=0.07733, over 8226.27 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2907, pruned_loss=0.05701, over 2479476.46 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07639, over 27489.28 utterances.], batch size: 98, lr: 3.62e-04
2022-08-27 04:07:24,744 INFO [train.py:927] (3/8) Epoch 10, batch 18400, giga_loss[loss=0.1929, simple_loss=0.2743, pruned_loss=0.05573, over 12386.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.05899, over 2478155.12 frames. utt_duration=404 frames, utt_pad_proportion=0.07233, over 24605.80 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2994, pruned_loss=0.07138, over 2467548.13 frames. utt_duration=1204 frames, utt_pad_proportion=0.07565, over 8209.94 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.0577, over 2479387.71 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07266, over 26615.55 utterances.], batch size: 105, lr: 3.62e-04
2022-08-27 04:09:22,048 INFO [train.py:927] (3/8) Epoch 10, batch 18450, giga_loss[loss=0.1838, simple_loss=0.2763, pruned_loss=0.04568, over 12428.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05712, over 182.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2928, pruned_loss=0.05961, over 2478242.82 frames. utt_duration=395.4 frames, utt_pad_proportion=0.07388, over 25144.37 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2992, pruned_loss=0.0713, over 2467478.61 frames. utt_duration=1207 frames, utt_pad_proportion=0.07482, over 8185.92 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05848, over 2479438.49 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07428, over 26998.01 utterances.], batch size: 182, lr: 3.62e-04
2022-08-27 04:11:33,448 INFO [train.py:927] (3/8) Epoch 10, batch 18500, giga_loss[loss=0.2102, simple_loss=0.3056, pruned_loss=0.05741, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04539, over 146.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2939, pruned_loss=0.05955, over 2478060.37 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07189, over 25415.23 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2991, pruned_loss=0.07134, over 2467322.57 frames. utt_duration=1209 frames, utt_pad_proportion=0.07424, over 8174.08 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2936, pruned_loss=0.05854, over 2479251.73 frames. utt_duration=368 frames, utt_pad_proportion=0.07246, over 27034.55 utterances.], batch size: 146, lr: 3.62e-04
2022-08-27 04:13:52,919 INFO [train.py:927] (3/8) Epoch 10, batch 18550, giga_loss[loss=0.1864, simple_loss=0.2777, pruned_loss=0.04753, over 12444.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03218, over 75.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2929, pruned_loss=0.05882, over 2478059.06 frames. utt_duration=394.3 frames, utt_pad_proportion=0.0695, over 25211.11 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2991, pruned_loss=0.07133, over 2467240.20 frames. utt_duration=1212 frames, utt_pad_proportion=0.07314, over 8149.81 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05783, over 2479261.84 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07035, over 26803.43 utterances.], batch size: 75, lr: 3.62e-04
2022-08-27 04:15:53,843 INFO [train.py:927] (3/8) Epoch 10, batch 18600, giga_loss[loss=0.1878, simple_loss=0.2811, pruned_loss=0.04727, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2886, pruned_loss=0.0577, over 2478549.03 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06683, over 24903.87 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.299, pruned_loss=0.07123, over 2467591.24 frames. utt_duration=1214 frames, utt_pad_proportion=0.07213, over 8142.81 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2883, pruned_loss=0.05679, over 2479389.07 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06791, over 26478.19 utterances.], batch size: 113, lr: 3.62e-04
2022-08-27 04:17:50,130 INFO [train.py:927] (3/8) Epoch 10, batch 18650, giga_loss[loss=0.1937, simple_loss=0.2739, pruned_loss=0.05669, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03542, over 37.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2878, pruned_loss=0.05757, over 2477853.25 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06905, over 25379.27 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2983, pruned_loss=0.07099, over 2467252.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.07116, over 8089.70 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2879, pruned_loss=0.05676, over 2479072.96 frames. utt_duration=367.6 frames, utt_pad_proportion=0.07, over 27060.92 utterances.], batch size: 37, lr: 3.61e-04
2022-08-27 04:19:50,176 INFO [train.py:927] (3/8) Epoch 10, batch 18700, giga_loss[loss=0.1953, simple_loss=0.2858, pruned_loss=0.0524, over 12427.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07615, over 213.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2863, pruned_loss=0.0564, over 2478539.35 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07169, over 25933.84 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2985, pruned_loss=0.07116, over 2467547.93 frames. utt_duration=1226 frames, utt_pad_proportion=0.06981, over 8063.80 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2861, pruned_loss=0.05528, over 2479494.47 frames. utt_duration=359.3 frames, utt_pad_proportion=0.07262, over 27694.79 utterances.], batch size: 213, lr: 3.61e-04
2022-08-27 04:22:03,855 INFO [train.py:927] (3/8) Epoch 10, batch 18750, giga_loss[loss=0.1851, simple_loss=0.2812, pruned_loss=0.04456, over 12442.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.02557, over 75.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2853, pruned_loss=0.05596, over 2478525.91 frames. utt_duration=392.1 frames, utt_pad_proportion=0.0692, over 25361.67 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2987, pruned_loss=0.07123, over 2467951.46 frames. utt_duration=1220 frames, utt_pad_proportion=0.07, over 8100.31 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2846, pruned_loss=0.05468, over 2479170.52 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07004, over 27117.03 utterances.], batch size: 75, lr: 3.61e-04
2022-08-27 04:24:13,119 INFO [train.py:927] (3/8) Epoch 10, batch 18800, giga_loss[loss=0.2022, simple_loss=0.288, pruned_loss=0.05822, over 12430.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06728, over 211.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2848, pruned_loss=0.0551, over 2478779.65 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06821, over 24599.15 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2986, pruned_loss=0.07114, over 2468179.05 frames. utt_duration=1219 frames, utt_pad_proportion=0.06996, over 8108.70 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.284, pruned_loss=0.05382, over 2479316.53 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06899, over 26358.93 utterances.], batch size: 211, lr: 3.61e-04
2022-08-27 04:26:09,105 INFO [train.py:927] (3/8) Epoch 10, batch 18850, giga_loss[loss=0.2047, simple_loss=0.2946, pruned_loss=0.05738, over 12385.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2842, pruned_loss=0.05495, over 2479084.55 frames. utt_duration=392.3 frames, utt_pad_proportion=0.07081, over 25354.01 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2987, pruned_loss=0.07115, over 2468253.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.06971, over 8111.16 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2834, pruned_loss=0.05389, over 2479488.01 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07132, over 26793.12 utterances.], batch size: 91, lr: 3.61e-04
2022-08-27 04:28:08,836 INFO [train.py:927] (3/8) Epoch 10, batch 18900, giga_loss[loss=0.2034, simple_loss=0.2975, pruned_loss=0.05462, over 12411.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2868, pruned_loss=0.05517, over 2478887.29 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06845, over 25476.31 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2989, pruned_loss=0.07118, over 2467910.14 frames. utt_duration=1218 frames, utt_pad_proportion=0.06956, over 8111.84 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2857, pruned_loss=0.05391, over 2479751.23 frames. utt_duration=368.4 frames, utt_pad_proportion=0.069, over 27008.63 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:30:03,152 INFO [train.py:927] (3/8) Epoch 10, batch 18950, giga_loss[loss=0.1926, simple_loss=0.2845, pruned_loss=0.0504, over 12425.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.289, pruned_loss=0.05627, over 2478370.10 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06855, over 24879.00 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07166, over 2467949.44 frames. utt_duration=1193 frames, utt_pad_proportion=0.07736, over 8287.95 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2873, pruned_loss=0.05438, over 2479315.64 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06678, over 26413.23 utterances.], batch size: 80, lr: 3.61e-04
2022-08-27 04:32:03,963 INFO [train.py:927] (3/8) Epoch 10, batch 19000, giga_loss[loss=0.1796, simple_loss=0.278, pruned_loss=0.04063, over 12431.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03848, over 133.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2873, pruned_loss=0.0552, over 2478290.16 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06349, over 23772.49 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2991, pruned_loss=0.07154, over 2467806.38 frames. utt_duration=1197 frames, utt_pad_proportion=0.07627, over 8258.35 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2861, pruned_loss=0.05355, over 2479368.69 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06256, over 25298.49 utterances.], batch size: 133, lr: 3.61e-04
2022-08-27 04:34:01,425 INFO [train.py:927] (3/8) Epoch 10, batch 19050, giga_loss[loss=0.1986, simple_loss=0.2846, pruned_loss=0.05635, over 12341.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2864, pruned_loss=0.0552, over 2478510.00 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06332, over 23574.43 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.2989, pruned_loss=0.07137, over 2467963.56 frames. utt_duration=1191 frames, utt_pad_proportion=0.07859, over 8298.89 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2854, pruned_loss=0.05367, over 2479462.24 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06173, over 25094.48 utterances.], batch size: 62, lr: 3.61e-04
2022-08-27 04:36:04,106 INFO [train.py:927] (3/8) Epoch 10, batch 19100, giga_loss[loss=0.2039, simple_loss=0.289, pruned_loss=0.05937, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03203, over 86.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2887, pruned_loss=0.05621, over 2478442.56 frames. utt_duration=421.7 frames, utt_pad_proportion=0.0643, over 23573.79 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2994, pruned_loss=0.07165, over 2468124.03 frames. utt_duration=1182 frames, utt_pad_proportion=0.08121, over 8360.66 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2872, pruned_loss=0.05435, over 2479281.38 frames. utt_duration=396.8 frames, utt_pad_proportion=0.0619, over 25068.16 utterances.], batch size: 86, lr: 3.61e-04
2022-08-27 04:37:57,316 INFO [train.py:927] (3/8) Epoch 10, batch 19150, giga_loss[loss=0.216, simple_loss=0.3163, pruned_loss=0.05786, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03551, over 105.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2909, pruned_loss=0.0577, over 2478293.23 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0646, over 24019.61 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2996, pruned_loss=0.07177, over 2468121.92 frames. utt_duration=1186 frames, utt_pad_proportion=0.07961, over 8334.25 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2892, pruned_loss=0.05571, over 2479279.42 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06303, over 25679.78 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 04:39:57,317 INFO [train.py:927] (3/8) Epoch 10, batch 19200, giga_loss[loss=0.2079, simple_loss=0.3043, pruned_loss=0.05573, over 12382.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06078, over 182.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05796, over 2478153.16 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06536, over 23961.48 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2997, pruned_loss=0.07186, over 2468388.20 frames. utt_duration=1185 frames, utt_pad_proportion=0.07899, over 8339.74 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.291, pruned_loss=0.05602, over 2478883.48 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06414, over 25547.69 utterances.], batch size: 182, lr: 3.61e-04
2022-08-27 04:42:14,305 INFO [train.py:927] (3/8) Epoch 10, batch 19250, giga_loss[loss=0.2035, simple_loss=0.2847, pruned_loss=0.06118, over 12424.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03453, over 113.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05799, over 2477866.64 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06487, over 23591.17 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2988, pruned_loss=0.07151, over 2467928.16 frames. utt_duration=1193 frames, utt_pad_proportion=0.07654, over 8283.98 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2904, pruned_loss=0.05614, over 2479308.59 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06443, over 25608.23 utterances.], batch size: 113, lr: 3.61e-04
2022-08-27 04:44:09,270 INFO [train.py:927] (3/8) Epoch 10, batch 19300, giga_loss[loss=0.1976, simple_loss=0.286, pruned_loss=0.05455, over 12334.00 frames. utt_duration=706 frames, utt_pad_proportion=0.02757, over 70.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2899, pruned_loss=0.05773, over 2477660.08 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06768, over 23841.78 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2987, pruned_loss=0.0716, over 2467716.27 frames. utt_duration=1194 frames, utt_pad_proportion=0.07562, over 8278.35 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2891, pruned_loss=0.0558, over 2479303.25 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06733, over 25891.35 utterances.], batch size: 70, lr: 3.61e-04
2022-08-27 04:46:14,382 INFO [train.py:927] (3/8) Epoch 10, batch 19350, giga_loss[loss=0.2145, simple_loss=0.2995, pruned_loss=0.06476, over 12366.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2892, pruned_loss=0.05778, over 2477411.63 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06511, over 23793.91 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2984, pruned_loss=0.07138, over 2467553.31 frames. utt_duration=1198 frames, utt_pad_proportion=0.0745, over 8249.00 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2886, pruned_loss=0.0562, over 2479030.79 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06529, over 25734.52 utterances.], batch size: 97, lr: 3.61e-04
2022-08-27 04:48:08,912 INFO [train.py:927] (3/8) Epoch 10, batch 19400, giga_loss[loss=0.1797, simple_loss=0.2739, pruned_loss=0.04274, over 12390.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.289, pruned_loss=0.05719, over 2476566.04 frames. utt_duration=426.6 frames, utt_pad_proportion=0.0644, over 23287.21 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2989, pruned_loss=0.0715, over 2467323.62 frames. utt_duration=1193 frames, utt_pad_proportion=0.07626, over 8282.93 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2879, pruned_loss=0.05533, over 2478416.58 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06402, over 25361.52 utterances.], batch size: 146, lr: 3.61e-04
2022-08-27 04:50:06,122 INFO [train.py:927] (3/8) Epoch 10, batch 19450, giga_loss[loss=0.225, simple_loss=0.3095, pruned_loss=0.07024, over 12399.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07426, over 212.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2904, pruned_loss=0.05658, over 2476007.89 frames. utt_duration=431.5 frames, utt_pad_proportion=0.06654, over 23017.42 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2992, pruned_loss=0.07154, over 2466930.32 frames. utt_duration=1194 frames, utt_pad_proportion=0.07477, over 8272.66 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2889, pruned_loss=0.05465, over 2478110.58 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06642, over 25098.06 utterances.], batch size: 212, lr: 3.61e-04
2022-08-27 04:52:10,424 INFO [train.py:927] (3/8) Epoch 10, batch 19500, giga_loss[loss=0.2077, simple_loss=0.3006, pruned_loss=0.05738, over 12399.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04626, over 161.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2913, pruned_loss=0.05663, over 2476613.80 frames. utt_duration=425 frames, utt_pad_proportion=0.06473, over 23373.85 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2996, pruned_loss=0.07178, over 2467169.69 frames. utt_duration=1197 frames, utt_pad_proportion=0.07329, over 8254.50 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2896, pruned_loss=0.05448, over 2478345.82 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06511, over 25452.74 utterances.], batch size: 161, lr: 3.61e-04
2022-08-27 04:54:14,927 INFO [train.py:927] (3/8) Epoch 10, batch 19550, giga_loss[loss=0.1897, simple_loss=0.2827, pruned_loss=0.04835, over 12415.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06274, over 183.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2918, pruned_loss=0.05725, over 2477377.65 frames. utt_duration=414 frames, utt_pad_proportion=0.06754, over 24007.91 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2997, pruned_loss=0.072, over 2467236.25 frames. utt_duration=1193 frames, utt_pad_proportion=0.07577, over 8284.70 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2901, pruned_loss=0.05498, over 2478949.46 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06689, over 26025.64 utterances.], batch size: 183, lr: 3.61e-04
2022-08-27 04:56:28,858 INFO [train.py:927] (3/8) Epoch 10, batch 19600, giga_loss[loss=0.2315, simple_loss=0.3255, pruned_loss=0.06874, over 12473.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 98.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2927, pruned_loss=0.05704, over 2477930.42 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06667, over 24209.71 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2999, pruned_loss=0.07201, over 2467430.22 frames. utt_duration=1194 frames, utt_pad_proportion=0.07516, over 8274.87 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2912, pruned_loss=0.05513, over 2479092.59 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06635, over 25927.83 utterances.], batch size: 98, lr: 3.61e-04
2022-08-27 04:58:47,793 INFO [train.py:927] (3/8) Epoch 10, batch 19650, giga_loss[loss=0.1727, simple_loss=0.2691, pruned_loss=0.03818, over 12406.00 frames. utt_duration=903.4 frames, utt_pad_proportion=0.02856, over 55.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2936, pruned_loss=0.05654, over 2477923.17 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06578, over 23452.86 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.0721, over 2467408.51 frames. utt_duration=1197 frames, utt_pad_proportion=0.07429, over 8257.80 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.292, pruned_loss=0.05476, over 2479024.39 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06579, over 25031.92 utterances.], batch size: 55, lr: 3.61e-04
2022-08-27 05:01:06,746 INFO [train.py:927] (3/8) Epoch 10, batch 19700, giga_loss[loss=0.1982, simple_loss=0.2866, pruned_loss=0.05494, over 12355.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2922, pruned_loss=0.05651, over 2477989.99 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06578, over 23295.77 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3006, pruned_loss=0.07234, over 2467445.10 frames. utt_duration=1188 frames, utt_pad_proportion=0.07715, over 8317.56 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2905, pruned_loss=0.0545, over 2479093.52 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06474, over 24846.46 utterances.], batch size: 91, lr: 3.61e-04
2022-08-27 05:03:05,197 INFO [train.py:927] (3/8) Epoch 10, batch 19750, giga_loss[loss=0.2105, simple_loss=0.3041, pruned_loss=0.05838, over 12415.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05064, over 161.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2912, pruned_loss=0.05594, over 2477688.07 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06834, over 23845.37 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07232, over 2467242.14 frames. utt_duration=1194 frames, utt_pad_proportion=0.07557, over 8273.56 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2898, pruned_loss=0.05389, over 2479063.54 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06778, over 25552.40 utterances.], batch size: 161, lr: 3.61e-04
2022-08-27 05:05:02,052 INFO [train.py:927] (3/8) Epoch 10, batch 19800, giga_loss[loss=0.1959, simple_loss=0.2822, pruned_loss=0.05477, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02649, over 48.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2924, pruned_loss=0.05656, over 2477175.23 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07098, over 24266.72 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3001, pruned_loss=0.07219, over 2467159.73 frames. utt_duration=1198 frames, utt_pad_proportion=0.0745, over 8247.18 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2913, pruned_loss=0.05477, over 2478543.20 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07071, over 25946.70 utterances.], batch size: 48, lr: 3.61e-04
2022-08-27 05:06:52,831 INFO [train.py:927] (3/8) Epoch 10, batch 19850, giga_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05464, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03401, over 105.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2911, pruned_loss=0.05633, over 2477517.54 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06925, over 24896.33 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3002, pruned_loss=0.07222, over 2467152.54 frames. utt_duration=1199 frames, utt_pad_proportion=0.07369, over 8238.46 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2901, pruned_loss=0.05467, over 2478760.73 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06934, over 26462.72 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 05:08:45,671 INFO [train.py:927] (3/8) Epoch 10, batch 19900, giga_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05837, over 12409.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07763, over 213.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2927, pruned_loss=0.05779, over 2477152.38 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07015, over 25306.98 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3001, pruned_loss=0.07208, over 2466851.67 frames. utt_duration=1203 frames, utt_pad_proportion=0.07288, over 8214.02 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2918, pruned_loss=0.0564, over 2478530.04 frames. utt_duration=371.2 frames, utt_pad_proportion=0.07041, over 26797.28 utterances.], batch size: 213, lr: 3.61e-04
2022-08-27 05:10:30,293 INFO [train.py:927] (3/8) Epoch 10, batch 19950, giga_loss[loss=0.2419, simple_loss=0.3302, pruned_loss=0.07681, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03073, over 58.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2993, pruned_loss=0.06138, over 2475837.17 frames. utt_duration=411.1 frames, utt_pad_proportion=0.07113, over 24164.84 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07233, over 2466682.14 frames. utt_duration=1202 frames, utt_pad_proportion=0.07229, over 8217.95 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2983, pruned_loss=0.05976, over 2477317.10 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07145, over 25732.32 utterances.], batch size: 58, lr: 3.61e-04
2022-08-27 05:12:15,174 INFO [train.py:927] (3/8) Epoch 10, batch 20000, giga_loss[loss=0.1849, simple_loss=0.2715, pruned_loss=0.04914, over 12423.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03711, over 105.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2987, pruned_loss=0.06225, over 2475765.94 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07311, over 23306.16 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07251, over 2466825.05 frames. utt_duration=1195 frames, utt_pad_proportion=0.07485, over 8269.73 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2978, pruned_loss=0.06062, over 2476977.66 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07244, over 24780.28 utterances.], batch size: 105, lr: 3.61e-04
2022-08-27 05:13:56,383 INFO [train.py:927] (3/8) Epoch 10, batch 20050, giga_loss[loss=0.1885, simple_loss=0.2545, pruned_loss=0.06122, over 12338.00 frames. utt_duration=1335 frames, utt_pad_proportion=0.03999, over 37.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2923, pruned_loss=0.06037, over 2475456.00 frames. utt_duration=430.4 frames, utt_pad_proportion=0.07548, over 23079.65 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3001, pruned_loss=0.07223, over 2466697.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.0737, over 8247.29 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2919, pruned_loss=0.05907, over 2476731.67 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07513, over 24605.89 utterances.], batch size: 37, lr: 3.61e-04
2022-08-27 05:15:35,732 INFO [train.py:927] (3/8) Epoch 10, batch 20100, giga_loss[loss=0.1439, simple_loss=0.2213, pruned_loss=0.0332, over 12341.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.1916, over 363.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2853, pruned_loss=0.05815, over 2474854.15 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07478, over 22159.53 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3007, pruned_loss=0.0726, over 2466901.50 frames. utt_duration=1179 frames, utt_pad_proportion=0.07773, over 8380.32 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2841, pruned_loss=0.05649, over 2475869.35 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07333, over 23581.03 utterances.], batch size: 363, lr: 3.60e-04
2022-08-27 05:17:15,320 INFO [train.py:927] (3/8) Epoch 10, batch 20150, giga_loss[loss=0.1642, simple_loss=0.2579, pruned_loss=0.03525, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0413, over 34.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2801, pruned_loss=0.05656, over 2474412.28 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07827, over 22053.23 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.0725, over 2466779.07 frames. utt_duration=1186 frames, utt_pad_proportion=0.07584, over 8332.83 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2788, pruned_loss=0.05479, over 2475586.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07744, over 23680.57 utterances.], batch size: 34, lr: 3.60e-04
2022-08-27 05:18:56,329 INFO [train.py:927] (3/8) Epoch 10, batch 20200, giga_loss[loss=0.1608, simple_loss=0.2429, pruned_loss=0.0394, over 12229.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.0376, over 28.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2761, pruned_loss=0.05506, over 2474219.32 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07269, over 20903.01 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.07235, over 2467129.22 frames. utt_duration=1190 frames, utt_pad_proportion=0.07441, over 8304.82 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2745, pruned_loss=0.05343, over 2475004.61 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07283, over 22516.03 utterances.], batch size: 28, lr: 3.60e-04
2022-08-27 05:20:39,413 INFO [train.py:927] (3/8) Epoch 10, batch 20250, giga_loss[loss=0.1536, simple_loss=0.2369, pruned_loss=0.03513, over 12257.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03008, over 28.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2713, pruned_loss=0.05309, over 2474019.77 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07116, over 20559.76 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.07232, over 2466865.82 frames. utt_duration=1191 frames, utt_pad_proportion=0.07364, over 8296.69 utterances.], giga_tot_loss[loss=0.1863, simple_loss=0.2695, pruned_loss=0.05152, over 2474981.99 frames. utt_duration=450 frames, utt_pad_proportion=0.07163, over 22070.37 utterances.], batch size: 28, lr: 3.60e-04
2022-08-27 05:22:22,000 INFO [train.py:927] (3/8) Epoch 10, batch 20300, giga_loss[loss=0.1533, simple_loss=0.2378, pruned_loss=0.03441, over 12434.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03632, over 105.00 utterances.], tot_loss[loss=0.1843, simple_loss=0.2665, pruned_loss=0.05108, over 2474255.23 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07587, over 20571.18 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3012, pruned_loss=0.07267, over 2467139.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.08124, over 8448.45 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2641, pruned_loss=0.04925, over 2474877.34 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07335, over 21791.25 utterances.], batch size: 105, lr: 3.60e-04
2022-08-27 05:24:04,509 INFO [train.py:927] (3/8) Epoch 10, batch 20350, giga_loss[loss=0.1655, simple_loss=0.247, pruned_loss=0.042, over 12404.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.03864, over 123.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2609, pruned_loss=0.04854, over 2473905.40 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07159, over 19826.28 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.07248, over 2466918.33 frames. utt_duration=1174 frames, utt_pad_proportion=0.08045, over 8412.93 utterances.], giga_tot_loss[loss=0.1764, simple_loss=0.2588, pruned_loss=0.04695, over 2474706.16 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07001, over 20987.04 utterances.], batch size: 123, lr: 3.60e-04
2022-08-27 05:25:48,415 INFO [train.py:927] (3/8) Epoch 10, batch 20400, giga_loss[loss=0.3144, simple_loss=0.3516, pruned_loss=0.1386, over 12360.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2674, pruned_loss=0.05186, over 2472816.64 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07148, over 19763.68 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.301, pruned_loss=0.07243, over 2466742.90 frames. utt_duration=1176 frames, utt_pad_proportion=0.07908, over 8399.78 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2647, pruned_loss=0.0501, over 2473752.29 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07063, over 20970.77 utterances.], batch size: 365, lr: 3.60e-04
2022-08-27 05:27:32,094 INFO [train.py:927] (3/8) Epoch 10, batch 20450, libri_loss[loss=0.1836, simple_loss=0.2467, pruned_loss=0.06022, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009052, over 29.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2764, pruned_loss=0.05652, over 2472838.49 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07026, over 18993.33 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3006, pruned_loss=0.07251, over 2466647.09 frames. utt_duration=1174 frames, utt_pad_proportion=0.08069, over 8414.35 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2734, pruned_loss=0.05421, over 2473969.89 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06895, over 20472.60 utterances.], batch size: 29, lr: 3.60e-04
2022-08-27 05:29:15,679 INFO [train.py:927] (3/8) Epoch 10, batch 20500, giga_loss[loss=0.2355, simple_loss=0.3144, pruned_loss=0.07833, over 12353.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 257.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2828, pruned_loss=0.05846, over 2472109.44 frames. utt_duration=523.8 frames, utt_pad_proportion=0.0694, over 18931.79 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3, pruned_loss=0.07219, over 2466460.17 frames. utt_duration=1181 frames, utt_pad_proportion=0.07975, over 8365.46 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2805, pruned_loss=0.05663, over 2473266.17 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06868, over 20330.68 utterances.], batch size: 257, lr: 3.60e-04
2022-08-27 05:30:59,129 INFO [train.py:927] (3/8) Epoch 10, batch 20550, giga_loss[loss=0.2313, simple_loss=0.3137, pruned_loss=0.07439, over 12398.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1001, over 257.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2868, pruned_loss=0.05958, over 2472658.58 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06769, over 19056.87 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07234, over 2466658.72 frames. utt_duration=1179 frames, utt_pad_proportion=0.07962, over 8379.06 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2845, pruned_loss=0.05783, over 2473475.76 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06718, over 20282.40 utterances.], batch size: 257, lr: 3.60e-04
2022-08-27 05:32:41,483 INFO [train.py:927] (3/8) Epoch 10, batch 20600, giga_loss[loss=0.2299, simple_loss=0.3179, pruned_loss=0.07098, over 12401.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04004, over 133.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.291, pruned_loss=0.06192, over 2472745.64 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06896, over 18745.30 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.07259, over 2466962.73 frames. utt_duration=1172 frames, utt_pad_proportion=0.08202, over 8431.68 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2885, pruned_loss=0.05993, over 2473324.34 frames. utt_duration=495.9 frames, utt_pad_proportion=0.0673, over 20011.02 utterances.], batch size: 133, lr: 3.60e-04
2022-08-27 05:34:24,292 INFO [train.py:927] (3/8) Epoch 10, batch 20650, giga_loss[loss=0.2048, simple_loss=0.2889, pruned_loss=0.06031, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02963, over 39.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2955, pruned_loss=0.06415, over 2473235.26 frames. utt_duration=525 frames, utt_pad_proportion=0.07287, over 18895.79 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3007, pruned_loss=0.07259, over 2467195.20 frames. utt_duration=1172 frames, utt_pad_proportion=0.08146, over 8433.83 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2933, pruned_loss=0.06241, over 2473594.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07153, over 20102.98 utterances.], batch size: 39, lr: 3.60e-04
2022-08-27 05:36:08,106 INFO [train.py:927] (3/8) Epoch 10, batch 20700, giga_loss[loss=0.231, simple_loss=0.3125, pruned_loss=0.07471, over 12381.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04114, over 133.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2981, pruned_loss=0.06475, over 2472544.39 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07903, over 18775.46 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3003, pruned_loss=0.07243, over 2467071.74 frames. utt_duration=1168 frames, utt_pad_proportion=0.08333, over 8459.06 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2966, pruned_loss=0.06328, over 2473112.66 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07696, over 20057.70 utterances.], batch size: 133, lr: 3.60e-04
2022-08-27 05:37:57,987 INFO [train.py:927] (3/8) Epoch 10, batch 20750, giga_loss[loss=0.2115, simple_loss=0.3068, pruned_loss=0.05811, over 12411.00 frames. utt_duration=622 frames, utt_pad_proportion=0.0342, over 80.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2996, pruned_loss=0.06464, over 2472857.73 frames. utt_duration=545.3 frames, utt_pad_proportion=0.07428, over 18188.29 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3002, pruned_loss=0.07244, over 2467258.16 frames. utt_duration=1163 frames, utt_pad_proportion=0.08501, over 8494.06 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2984, pruned_loss=0.06322, over 2473285.17 frames. utt_duration=510 frames, utt_pad_proportion=0.07209, over 19455.57 utterances.], batch size: 80, lr: 3.60e-04
2022-08-27 05:39:40,197 INFO [train.py:927] (3/8) Epoch 10, batch 20800, giga_loss[loss=0.2085, simple_loss=0.301, pruned_loss=0.05805, over 12189.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.0418, over 28.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2997, pruned_loss=0.06439, over 2473062.72 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0704, over 17440.22 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3003, pruned_loss=0.07256, over 2466912.95 frames. utt_duration=1167 frames, utt_pad_proportion=0.08295, over 8463.27 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2987, pruned_loss=0.06284, over 2473927.90 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06947, over 18834.41 utterances.], batch size: 28, lr: 3.60e-04
2022-08-27 05:41:25,660 INFO [train.py:927] (3/8) Epoch 10, batch 20850, libri_loss[loss=0.2187, simple_loss=0.2915, pruned_loss=0.07296, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005889, over 33.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3016, pruned_loss=0.06615, over 2472305.63 frames. utt_duration=594.7 frames, utt_pad_proportion=0.06601, over 16670.73 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07235, over 2466752.87 frames. utt_duration=1173 frames, utt_pad_proportion=0.08152, over 8422.17 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3008, pruned_loss=0.06494, over 2473275.50 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06602, over 18020.32 utterances.], batch size: 33, lr: 3.60e-04
2022-08-27 05:43:05,042 INFO [train.py:927] (3/8) Epoch 10, batch 20900, giga_loss[loss=0.2342, simple_loss=0.3116, pruned_loss=0.07839, over 12359.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09878, over 256.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3032, pruned_loss=0.06863, over 2473373.63 frames. utt_duration=559.7 frames, utt_pad_proportion=0.07399, over 17722.68 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07253, over 2467046.08 frames. utt_duration=1160 frames, utt_pad_proportion=0.08563, over 8518.64 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3023, pruned_loss=0.06743, over 2473959.22 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07165, over 18818.94 utterances.], batch size: 256, lr: 3.60e-04
2022-08-27 05:44:45,154 INFO [train.py:927] (3/8) Epoch 10, batch 20950, giga_loss[loss=0.1995, simple_loss=0.2835, pruned_loss=0.05772, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02861, over 42.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3025, pruned_loss=0.06848, over 2473481.14 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06795, over 17176.77 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3008, pruned_loss=0.07259, over 2467043.88 frames. utt_duration=1165 frames, utt_pad_proportion=0.08368, over 8481.92 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3016, pruned_loss=0.06733, over 2474170.20 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06699, over 18386.77 utterances.], batch size: 42, lr: 3.60e-04
2022-08-27 05:46:27,656 INFO [train.py:927] (3/8) Epoch 10, batch 21000, giga_loss[loss=0.2477, simple_loss=0.3112, pruned_loss=0.09213, over 12384.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3013, pruned_loss=0.06743, over 2473665.43 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06588, over 17712.21 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3007, pruned_loss=0.07254, over 2466931.43 frames. utt_duration=1168 frames, utt_pad_proportion=0.0831, over 8461.14 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3007, pruned_loss=0.06651, over 2474368.00 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06543, over 18756.95 utterances.], batch size: 259, lr: 3.60e-04
2022-08-27 05:46:27,657 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 05:46:41,978 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1845, simple_loss=0.2964, pruned_loss=0.03624, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 05:48:25,780 INFO [train.py:927] (3/8) Epoch 10, batch 21050, giga_loss[loss=0.2037, simple_loss=0.2932, pruned_loss=0.05714, over 12403.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.0287, over 58.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2986, pruned_loss=0.06647, over 2474920.39 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06676, over 18011.13 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.07284, over 2467327.33 frames. utt_duration=1156 frames, utt_pad_proportion=0.08601, over 8551.93 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2976, pruned_loss=0.06527, over 2475370.55 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06471, over 19070.04 utterances.], batch size: 58, lr: 3.60e-04
2022-08-27 05:50:08,539 INFO [train.py:927] (3/8) Epoch 10, batch 21100, giga_loss[loss=0.2124, simple_loss=0.2888, pruned_loss=0.06806, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2943, pruned_loss=0.06528, over 2474583.44 frames. utt_duration=529.8 frames, utt_pad_proportion=0.07174, over 18737.38 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3011, pruned_loss=0.07292, over 2467422.63 frames. utt_duration=1157 frames, utt_pad_proportion=0.08533, over 8539.59 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2935, pruned_loss=0.06408, over 2474989.22 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07, over 19804.26 utterances.], batch size: 37, lr: 3.60e-04
2022-08-27 05:51:49,797 INFO [train.py:927] (3/8) Epoch 10, batch 21150, giga_loss[loss=0.192, simple_loss=0.275, pruned_loss=0.05457, over 12293.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05079, over 26.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2934, pruned_loss=0.06482, over 2474619.55 frames. utt_duration=508.2 frames, utt_pad_proportion=0.08065, over 19533.43 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3007, pruned_loss=0.07279, over 2467592.42 frames. utt_duration=1147 frames, utt_pad_proportion=0.09036, over 8619.89 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2927, pruned_loss=0.06363, over 2475069.84 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07685, over 20783.23 utterances.], batch size: 26, lr: 3.60e-04
2022-08-27 05:53:32,583 INFO [train.py:927] (3/8) Epoch 10, batch 21200, libri_loss[loss=0.2297, simple_loss=0.3073, pruned_loss=0.07611, over 12321.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005443, over 36.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2926, pruned_loss=0.06498, over 2474039.15 frames. utt_duration=521.8 frames, utt_pad_proportion=0.07517, over 19019.00 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3007, pruned_loss=0.07296, over 2467530.16 frames. utt_duration=1154 frames, utt_pad_proportion=0.08815, over 8563.14 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2918, pruned_loss=0.06361, over 2474683.97 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07307, over 20417.39 utterances.], batch size: 36, lr: 3.60e-04
2022-08-27 05:55:12,189 INFO [train.py:927] (3/8) Epoch 10, batch 21250, giga_loss[loss=0.1764, simple_loss=0.2621, pruned_loss=0.04536, over 12372.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02529, over 66.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2893, pruned_loss=0.06382, over 2473604.22 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07744, over 19441.86 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3009, pruned_loss=0.07312, over 2467758.04 frames. utt_duration=1153 frames, utt_pad_proportion=0.08782, over 8573.64 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2884, pruned_loss=0.06248, over 2473998.56 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07574, over 20678.73 utterances.], batch size: 66, lr: 3.60e-04
2022-08-27 05:56:54,404 INFO [train.py:927] (3/8) Epoch 10, batch 21300, giga_loss[loss=0.1669, simple_loss=0.2498, pruned_loss=0.04198, over 12373.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02781, over 66.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2857, pruned_loss=0.06229, over 2473152.50 frames. utt_duration=552.8 frames, utt_pad_proportion=0.07079, over 17943.20 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3008, pruned_loss=0.07294, over 2468298.43 frames. utt_duration=1158 frames, utt_pad_proportion=0.08556, over 8540.22 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2847, pruned_loss=0.06106, over 2473166.94 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07046, over 19288.62 utterances.], batch size: 66, lr: 3.60e-04
2022-08-27 05:58:35,548 INFO [train.py:927] (3/8) Epoch 10, batch 21350, giga_loss[loss=0.1751, simple_loss=0.2639, pruned_loss=0.04309, over 12327.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.0353, over 62.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.283, pruned_loss=0.06124, over 2473074.71 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06855, over 17597.40 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3007, pruned_loss=0.07278, over 2468097.46 frames. utt_duration=1158 frames, utt_pad_proportion=0.08527, over 8532.90 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2821, pruned_loss=0.06031, over 2473307.96 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06846, over 18744.38 utterances.], batch size: 62, lr: 3.60e-04
2022-08-27 06:00:15,325 INFO [train.py:927] (3/8) Epoch 10, batch 21400, giga_loss[loss=0.2626, simple_loss=0.3298, pruned_loss=0.09768, over 12346.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03034, over 70.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2827, pruned_loss=0.06159, over 2472760.06 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06957, over 17060.75 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3015, pruned_loss=0.07326, over 2468318.10 frames. utt_duration=1152 frames, utt_pad_proportion=0.08649, over 8582.27 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2804, pruned_loss=0.05986, over 2472980.48 frames. utt_duration=539.3 frames, utt_pad_proportion=0.0686, over 18392.26 utterances.], batch size: 70, lr: 3.60e-04
2022-08-27 06:01:55,721 INFO [train.py:927] (3/8) Epoch 10, batch 21450, giga_loss[loss=0.1753, simple_loss=0.2593, pruned_loss=0.0456, over 12364.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04795, over 26.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2816, pruned_loss=0.06185, over 2473389.70 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06811, over 17051.40 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3024, pruned_loss=0.07459, over 2468613.59 frames. utt_duration=1142 frames, utt_pad_proportion=0.08918, over 8661.33 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2787, pruned_loss=0.05914, over 2473385.96 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06607, over 18184.02 utterances.], batch size: 26, lr: 3.60e-04
2022-08-27 06:03:39,008 INFO [train.py:927] (3/8) Epoch 10, batch 21500, giga_loss[loss=0.1778, simple_loss=0.2587, pruned_loss=0.0485, over 12404.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.02846, over 58.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2848, pruned_loss=0.06354, over 2473386.53 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06687, over 17224.66 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3021, pruned_loss=0.07425, over 2468449.37 frames. utt_duration=1144 frames, utt_pad_proportion=0.08836, over 8643.84 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2823, pruned_loss=0.0614, over 2473613.09 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0655, over 18333.26 utterances.], batch size: 58, lr: 3.59e-04
2022-08-27 06:05:18,313 INFO [train.py:927] (3/8) Epoch 10, batch 21550, giga_loss[loss=0.2364, simple_loss=0.3194, pruned_loss=0.07668, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03529, over 104.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2891, pruned_loss=0.06543, over 2473679.63 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06521, over 17279.83 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3015, pruned_loss=0.07382, over 2468275.46 frames. utt_duration=1148 frames, utt_pad_proportion=0.08702, over 8613.47 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2871, pruned_loss=0.06378, over 2474163.30 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06448, over 18457.09 utterances.], batch size: 104, lr: 3.59e-04
2022-08-27 06:06:58,810 INFO [train.py:927] (3/8) Epoch 10, batch 21600, giga_loss[loss=0.2546, simple_loss=0.3282, pruned_loss=0.09057, over 12343.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2948, pruned_loss=0.0675, over 2474262.84 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06768, over 18323.75 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3016, pruned_loss=0.07382, over 2468229.44 frames. utt_duration=1149 frames, utt_pad_proportion=0.08645, over 8607.32 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2931, pruned_loss=0.06614, over 2474736.79 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06715, over 19334.56 utterances.], batch size: 372, lr: 3.59e-04
2022-08-27 06:08:40,942 INFO [train.py:927] (3/8) Epoch 10, batch 21650, giga_loss[loss=0.2217, simple_loss=0.3138, pruned_loss=0.06482, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.0333, over 85.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3004, pruned_loss=0.06985, over 2473799.07 frames. utt_duration=515.5 frames, utt_pad_proportion=0.07556, over 19249.77 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3017, pruned_loss=0.07392, over 2468144.48 frames. utt_duration=1144 frames, utt_pad_proportion=0.08662, over 8638.22 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2989, pruned_loss=0.06861, over 2474327.39 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07463, over 20155.77 utterances.], batch size: 85, lr: 3.59e-04
2022-08-27 06:10:20,816 INFO [train.py:927] (3/8) Epoch 10, batch 21700, giga_loss[loss=0.1824, simple_loss=0.2763, pruned_loss=0.04428, over 12451.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04042, over 31.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2988, pruned_loss=0.06806, over 2472969.33 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07707, over 19584.86 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3016, pruned_loss=0.0739, over 2468114.50 frames. utt_duration=1154 frames, utt_pad_proportion=0.08482, over 8568.98 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2975, pruned_loss=0.06691, over 2473601.09 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07692, over 20740.16 utterances.], batch size: 31, lr: 3.59e-04
2022-08-27 06:11:59,435 INFO [train.py:927] (3/8) Epoch 10, batch 21750, giga_loss[loss=0.2394, simple_loss=0.3276, pruned_loss=0.07562, over 12328.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03513, over 62.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2984, pruned_loss=0.06621, over 2472911.24 frames. utt_duration=531.6 frames, utt_pad_proportion=0.0725, over 18660.88 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3016, pruned_loss=0.07385, over 2467800.88 frames. utt_duration=1158 frames, utt_pad_proportion=0.08355, over 8538.76 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2974, pruned_loss=0.0652, over 2473824.53 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07306, over 19801.67 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:13:40,555 INFO [train.py:927] (3/8) Epoch 10, batch 21800, giga_loss[loss=0.2082, simple_loss=0.2903, pruned_loss=0.06307, over 12429.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03763, over 40.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2996, pruned_loss=0.06697, over 2473080.54 frames. utt_duration=538.4 frames, utt_pad_proportion=0.07295, over 18424.55 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3014, pruned_loss=0.07363, over 2467919.33 frames. utt_duration=1160 frames, utt_pad_proportion=0.08227, over 8519.42 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2988, pruned_loss=0.06611, over 2473858.46 frames. utt_duration=504.2 frames, utt_pad_proportion=0.07376, over 19684.71 utterances.], batch size: 40, lr: 3.59e-04
2022-08-27 06:15:24,876 INFO [train.py:927] (3/8) Epoch 10, batch 21850, giga_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06607, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3005, pruned_loss=0.06738, over 2473017.88 frames. utt_duration=554.7 frames, utt_pad_proportion=0.07043, over 17880.00 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3014, pruned_loss=0.07357, over 2467986.80 frames. utt_duration=1157 frames, utt_pad_proportion=0.08243, over 8545.13 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2999, pruned_loss=0.06664, over 2473666.65 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07108, over 19020.32 utterances.], batch size: 66, lr: 3.59e-04
2022-08-27 06:17:08,017 INFO [train.py:927] (3/8) Epoch 10, batch 21900, giga_loss[loss=0.2034, simple_loss=0.2899, pruned_loss=0.05844, over 12296.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02523, over 54.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3024, pruned_loss=0.06888, over 2473341.70 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06563, over 17897.01 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3013, pruned_loss=0.07346, over 2467971.63 frames. utt_duration=1160 frames, utt_pad_proportion=0.08189, over 8521.72 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.302, pruned_loss=0.06836, over 2473918.01 frames. utt_duration=525 frames, utt_pad_proportion=0.06656, over 18901.83 utterances.], batch size: 54, lr: 3.59e-04
2022-08-27 06:18:46,559 INFO [train.py:927] (3/8) Epoch 10, batch 21950, giga_loss[loss=0.229, simple_loss=0.3116, pruned_loss=0.07325, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0266, over 45.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3038, pruned_loss=0.0693, over 2472638.35 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06705, over 17446.42 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3016, pruned_loss=0.07358, over 2468124.11 frames. utt_duration=1151 frames, utt_pad_proportion=0.08469, over 8587.73 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3032, pruned_loss=0.06867, over 2473065.66 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06614, over 18379.58 utterances.], batch size: 45, lr: 3.59e-04
2022-08-27 06:20:28,523 INFO [train.py:927] (3/8) Epoch 10, batch 22000, giga_loss[loss=0.2446, simple_loss=0.3257, pruned_loss=0.08177, over 12376.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05274, over 161.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3044, pruned_loss=0.06956, over 2472187.79 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06831, over 17614.89 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3014, pruned_loss=0.07347, over 2468115.39 frames. utt_duration=1155 frames, utt_pad_proportion=0.08381, over 8555.08 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3042, pruned_loss=0.0691, over 2472590.33 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06787, over 18507.48 utterances.], batch size: 161, lr: 3.59e-04
2022-08-27 06:22:11,309 INFO [train.py:927] (3/8) Epoch 10, batch 22050, giga_loss[loss=0.1898, simple_loss=0.2765, pruned_loss=0.05153, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0273, over 54.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3045, pruned_loss=0.0699, over 2472610.61 frames. utt_duration=563 frames, utt_pad_proportion=0.06711, over 17615.04 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.302, pruned_loss=0.07358, over 2468025.58 frames. utt_duration=1153 frames, utt_pad_proportion=0.08346, over 8574.92 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06934, over 2473150.47 frames. utt_duration=534 frames, utt_pad_proportion=0.06678, over 18576.08 utterances.], batch size: 54, lr: 3.59e-04
2022-08-27 06:23:53,229 INFO [train.py:927] (3/8) Epoch 10, batch 22100, giga_loss[loss=0.2233, simple_loss=0.2993, pruned_loss=0.07364, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.0403, over 37.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3038, pruned_loss=0.0698, over 2472342.14 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06323, over 16869.64 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3017, pruned_loss=0.07333, over 2467743.03 frames. utt_duration=1159 frames, utt_pad_proportion=0.08239, over 8525.78 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06952, over 2473123.17 frames. utt_duration=556 frames, utt_pad_proportion=0.06349, over 17840.99 utterances.], batch size: 37, lr: 3.59e-04
2022-08-27 06:25:35,788 INFO [train.py:927] (3/8) Epoch 10, batch 22150, giga_loss[loss=0.2011, simple_loss=0.2946, pruned_loss=0.05381, over 12409.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3039, pruned_loss=0.06954, over 2471602.82 frames. utt_duration=610.7 frames, utt_pad_proportion=0.06461, over 16229.51 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3011, pruned_loss=0.07304, over 2467752.91 frames. utt_duration=1167 frames, utt_pad_proportion=0.08075, over 8472.66 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3043, pruned_loss=0.0695, over 2472321.01 frames. utt_duration=574 frames, utt_pad_proportion=0.0653, over 17274.62 utterances.], batch size: 62, lr: 3.59e-04
2022-08-27 06:27:20,052 INFO [train.py:927] (3/8) Epoch 10, batch 22200, giga_loss[loss=0.2099, simple_loss=0.2949, pruned_loss=0.06242, over 12461.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02993, over 55.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3034, pruned_loss=0.0689, over 2471937.75 frames. utt_duration=617.1 frames, utt_pad_proportion=0.06293, over 16062.63 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07295, over 2467714.18 frames. utt_duration=1171 frames, utt_pad_proportion=0.07991, over 8442.68 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3039, pruned_loss=0.06889, over 2472598.99 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06388, over 17021.35 utterances.], batch size: 55, lr: 3.59e-04
2022-08-27 06:29:04,741 INFO [train.py:927] (3/8) Epoch 10, batch 22250, libri_loss[loss=0.2475, simple_loss=0.3278, pruned_loss=0.08359, over 12439.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01394, over 40.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3016, pruned_loss=0.06859, over 2472039.49 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06947, over 16413.65 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3012, pruned_loss=0.07324, over 2467654.93 frames. utt_duration=1164 frames, utt_pad_proportion=0.08287, over 8489.77 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3018, pruned_loss=0.06826, over 2472687.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06858, over 17318.59 utterances.], batch size: 40, lr: 3.59e-04
2022-08-27 06:30:43,148 INFO [train.py:927] (3/8) Epoch 10, batch 22300, libri_loss[loss=0.1993, simple_loss=0.2821, pruned_loss=0.05829, over 12236.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006288, over 34.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2994, pruned_loss=0.06769, over 2471791.48 frames. utt_duration=597.4 frames, utt_pad_proportion=0.06787, over 16590.79 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3005, pruned_loss=0.07281, over 2467700.53 frames. utt_duration=1171 frames, utt_pad_proportion=0.08057, over 8441.76 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3003, pruned_loss=0.06759, over 2472463.49 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06803, over 17718.58 utterances.], batch size: 34, lr: 3.59e-04
2022-08-27 06:32:23,898 INFO [train.py:927] (3/8) Epoch 10, batch 22350, giga_loss[loss=0.2182, simple_loss=0.2923, pruned_loss=0.072, over 12272.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02654, over 42.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2988, pruned_loss=0.06791, over 2472923.93 frames. utt_duration=608 frames, utt_pad_proportion=0.06562, over 16310.34 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3002, pruned_loss=0.07274, over 2468174.23 frames. utt_duration=1167 frames, utt_pad_proportion=0.0814, over 8471.24 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2997, pruned_loss=0.06757, over 2473336.26 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06495, over 17728.50 utterances.], batch size: 42, lr: 3.59e-04
2022-08-27 06:34:06,130 INFO [train.py:927] (3/8) Epoch 10, batch 22400, giga_loss[loss=0.193, simple_loss=0.2767, pruned_loss=0.05468, over 12382.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03034, over 58.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2954, pruned_loss=0.0667, over 2472033.36 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06719, over 16538.63 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2997, pruned_loss=0.07261, over 2468039.34 frames. utt_duration=1177 frames, utt_pad_proportion=0.07913, over 8396.84 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2964, pruned_loss=0.06635, over 2472626.78 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06723, over 18021.18 utterances.], batch size: 58, lr: 3.59e-04
2022-08-27 06:35:48,707 INFO [train.py:927] (3/8) Epoch 10, batch 22450, giga_loss[loss=0.1676, simple_loss=0.255, pruned_loss=0.04009, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2917, pruned_loss=0.06459, over 2472682.63 frames. utt_duration=602.3 frames, utt_pad_proportion=0.06395, over 16461.17 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2997, pruned_loss=0.07254, over 2468086.15 frames. utt_duration=1179 frames, utt_pad_proportion=0.07887, over 8385.85 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2925, pruned_loss=0.06435, over 2473126.08 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06429, over 17662.01 utterances.], batch size: 75, lr: 3.59e-04
2022-08-27 06:37:27,584 INFO [train.py:927] (3/8) Epoch 10, batch 22500, giga_loss[loss=0.2107, simple_loss=0.2971, pruned_loss=0.06218, over 12451.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03444, over 98.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2913, pruned_loss=0.06399, over 2472339.10 frames. utt_duration=600 frames, utt_pad_proportion=0.05908, over 16524.02 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2995, pruned_loss=0.07248, over 2467923.72 frames. utt_duration=1180 frames, utt_pad_proportion=0.07861, over 8373.92 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.292, pruned_loss=0.06382, over 2472863.41 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0597, over 17513.52 utterances.], batch size: 98, lr: 3.59e-04
2022-08-27 06:39:09,192 INFO [train.py:927] (3/8) Epoch 10, batch 22550, giga_loss[loss=0.19, simple_loss=0.2845, pruned_loss=0.04777, over 12400.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03528, over 75.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2937, pruned_loss=0.0643, over 2472139.24 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05502, over 16545.89 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07245, over 2467565.37 frames. utt_duration=1186 frames, utt_pad_proportion=0.07724, over 8334.33 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.294, pruned_loss=0.06397, over 2472964.38 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05608, over 17576.31 utterances.], batch size: 75, lr: 3.59e-04
2022-08-27 06:40:49,063 INFO [train.py:927] (3/8) Epoch 10, batch 22600, giga_loss[loss=0.1868, simple_loss=0.2706, pruned_loss=0.05148, over 12300.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04099, over 26.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2937, pruned_loss=0.06345, over 2472473.53 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0579, over 17453.67 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3, pruned_loss=0.07272, over 2467446.61 frames. utt_duration=1178 frames, utt_pad_proportion=0.08003, over 8389.86 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2935, pruned_loss=0.06278, over 2473328.52 frames. utt_duration=540 frames, utt_pad_proportion=0.05708, over 18370.88 utterances.], batch size: 26, lr: 3.59e-04
2022-08-27 06:42:29,334 INFO [train.py:927] (3/8) Epoch 10, batch 22650, libri_loss[loss=0.2293, simple_loss=0.3043, pruned_loss=0.0772, over 12463.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.07114, over 52.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2933, pruned_loss=0.06311, over 2473096.88 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05597, over 17502.31 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07242, over 2467698.78 frames. utt_duration=1177 frames, utt_pad_proportion=0.07893, over 8393.63 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2931, pruned_loss=0.06253, over 2473723.46 frames. utt_duration=535.8 frames, utt_pad_proportion=0.0555, over 18520.55 utterances.], batch size: 52, lr: 3.59e-04
2022-08-27 06:44:11,585 INFO [train.py:927] (3/8) Epoch 10, batch 22700, libri_loss[loss=0.273, simple_loss=0.3459, pruned_loss=0.1, over 12459.00 frames. utt_duration=423.8 frames, utt_pad_proportion=0.3337, over 118.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2946, pruned_loss=0.0642, over 2473373.21 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05474, over 17517.95 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3003, pruned_loss=0.07306, over 2467553.54 frames. utt_duration=1175 frames, utt_pad_proportion=0.0797, over 8408.96 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2936, pruned_loss=0.06269, over 2474247.78 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05338, over 18777.65 utterances.], batch size: 118, lr: 3.59e-04
2022-08-27 06:46:00,418 INFO [train.py:927] (3/8) Epoch 10, batch 22750, giga_loss[loss=0.2119, simple_loss=0.3014, pruned_loss=0.0612, over 12465.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.02741, over 75.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2958, pruned_loss=0.06433, over 2472932.35 frames. utt_duration=565.7 frames, utt_pad_proportion=0.05479, over 17531.54 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2999, pruned_loss=0.07264, over 2467199.41 frames. utt_duration=1181 frames, utt_pad_proportion=0.07859, over 8369.08 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2953, pruned_loss=0.06336, over 2474063.38 frames. utt_duration=529.7 frames, utt_pad_proportion=0.05399, over 18734.63 utterances.], batch size: 75, lr: 3.59e-04
2022-08-27 06:47:43,676 INFO [train.py:927] (3/8) Epoch 10, batch 22800, giga_loss[loss=0.2101, simple_loss=0.3063, pruned_loss=0.057, over 12425.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04891, over 161.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2967, pruned_loss=0.06457, over 2473547.05 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05818, over 17890.48 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2998, pruned_loss=0.07255, over 2467626.00 frames. utt_duration=1183 frames, utt_pad_proportion=0.07735, over 8357.14 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2963, pruned_loss=0.0637, over 2474202.12 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05761, over 19068.47 utterances.], batch size: 161, lr: 3.59e-04
2022-08-27 06:49:27,192 INFO [train.py:927] (3/8) Epoch 10, batch 22850, giga_loss[loss=0.2318, simple_loss=0.3112, pruned_loss=0.07614, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03982, over 113.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2973, pruned_loss=0.06481, over 2474429.00 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0552, over 17304.23 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2996, pruned_loss=0.07242, over 2468056.18 frames. utt_duration=1186 frames, utt_pad_proportion=0.0762, over 8336.06 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2971, pruned_loss=0.06409, over 2474673.49 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05521, over 18427.44 utterances.], batch size: 113, lr: 3.59e-04
2022-08-27 06:51:09,776 INFO [train.py:927] (3/8) Epoch 10, batch 22900, giga_loss[loss=0.1912, simple_loss=0.2757, pruned_loss=0.05335, over 12318.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2962, pruned_loss=0.06446, over 2473482.27 frames. utt_duration=576.6 frames, utt_pad_proportion=0.0554, over 17205.24 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2994, pruned_loss=0.0723, over 2467896.11 frames. utt_duration=1182 frames, utt_pad_proportion=0.07863, over 8362.36 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2962, pruned_loss=0.06378, over 2473963.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05406, over 18315.12 utterances.], batch size: 74, lr: 3.59e-04
2022-08-27 06:52:48,637 INFO [train.py:927] (3/8) Epoch 10, batch 22950, giga_loss[loss=0.2551, simple_loss=0.3361, pruned_loss=0.08698, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05075, over 162.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2933, pruned_loss=0.06343, over 2473342.79 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05197, over 16577.16 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2984, pruned_loss=0.07208, over 2467616.82 frames. utt_duration=1194 frames, utt_pad_proportion=0.07655, over 8275.37 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.294, pruned_loss=0.06278, over 2474160.63 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05164, over 17864.55 utterances.], batch size: 162, lr: 3.58e-04
2022-08-27 06:54:28,233 INFO [train.py:927] (3/8) Epoch 10, batch 23000, giga_loss[loss=0.2032, simple_loss=0.2953, pruned_loss=0.05553, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02856, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2945, pruned_loss=0.06284, over 2473026.58 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05433, over 17016.87 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2988, pruned_loss=0.07226, over 2467688.81 frames. utt_duration=1198 frames, utt_pad_proportion=0.07506, over 8248.73 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2946, pruned_loss=0.06196, over 2473746.41 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05435, over 18254.76 utterances.], batch size: 66, lr: 3.58e-04
2022-08-27 06:56:07,137 INFO [train.py:927] (3/8) Epoch 10, batch 23050, giga_loss[loss=0.2712, simple_loss=0.34, pruned_loss=0.1012, over 12374.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.295, pruned_loss=0.06367, over 2472605.96 frames. utt_duration=580.6 frames, utt_pad_proportion=0.05928, over 17079.71 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2991, pruned_loss=0.07242, over 2467493.65 frames. utt_duration=1187 frames, utt_pad_proportion=0.07836, over 8322.85 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2947, pruned_loss=0.06252, over 2473533.28 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05718, over 18280.53 utterances.], batch size: 258, lr: 3.58e-04
2022-08-27 06:57:46,964 INFO [train.py:927] (3/8) Epoch 10, batch 23100, giga_loss[loss=0.1828, simple_loss=0.265, pruned_loss=0.05031, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02746, over 91.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2933, pruned_loss=0.0638, over 2472422.95 frames. utt_duration=586.1 frames, utt_pad_proportion=0.05739, over 16916.02 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2994, pruned_loss=0.07262, over 2467525.42 frames. utt_duration=1178 frames, utt_pad_proportion=0.08111, over 8391.64 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2928, pruned_loss=0.06261, over 2473188.74 frames. utt_duration=553.6 frames, utt_pad_proportion=0.0546, over 17918.30 utterances.], batch size: 91, lr: 3.58e-04
2022-08-27 06:59:27,542 INFO [train.py:927] (3/8) Epoch 10, batch 23150, giga_loss[loss=0.1677, simple_loss=0.2513, pruned_loss=0.04211, over 12376.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04899, over 31.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2917, pruned_loss=0.06315, over 2473109.94 frames. utt_duration=596.3 frames, utt_pad_proportion=0.0538, over 16630.65 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2991, pruned_loss=0.07223, over 2467742.75 frames. utt_duration=1189 frames, utt_pad_proportion=0.07816, over 8313.77 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2912, pruned_loss=0.06214, over 2473797.81 frames. utt_duration=554 frames, utt_pad_proportion=0.05255, over 17908.52 utterances.], batch size: 31, lr: 3.58e-04
2022-08-27 07:01:10,550 INFO [train.py:927] (3/8) Epoch 10, batch 23200, giga_loss[loss=0.1848, simple_loss=0.2633, pruned_loss=0.05313, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03345, over 97.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2887, pruned_loss=0.06219, over 2472996.91 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05582, over 17242.01 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2991, pruned_loss=0.07229, over 2467562.94 frames. utt_duration=1191 frames, utt_pad_proportion=0.07761, over 8296.69 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2882, pruned_loss=0.06125, over 2473749.46 frames. utt_duration=541 frames, utt_pad_proportion=0.05491, over 18342.02 utterances.], batch size: 97, lr: 3.58e-04
2022-08-27 07:02:53,005 INFO [train.py:927] (3/8) Epoch 10, batch 23250, giga_loss[loss=0.1802, simple_loss=0.2673, pruned_loss=0.04658, over 12432.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04549, over 31.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2852, pruned_loss=0.06075, over 2473175.03 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05355, over 16684.43 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.299, pruned_loss=0.07235, over 2467890.11 frames. utt_duration=1197 frames, utt_pad_proportion=0.07621, over 8254.75 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2846, pruned_loss=0.0597, over 2473604.25 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05332, over 17802.11 utterances.], batch size: 31, lr: 3.58e-04
2022-08-27 07:04:34,671 INFO [train.py:927] (3/8) Epoch 10, batch 23300, giga_loss[loss=0.2126, simple_loss=0.3018, pruned_loss=0.06175, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06159, over 2472666.83 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05996, over 17011.18 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.299, pruned_loss=0.07237, over 2468032.11 frames. utt_duration=1179 frames, utt_pad_proportion=0.08336, over 8383.22 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2869, pruned_loss=0.06042, over 2473027.84 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05585, over 18029.50 utterances.], batch size: 133, lr: 3.58e-04
2022-08-27 07:06:15,327 INFO [train.py:927] (3/8) Epoch 10, batch 23350, giga_loss[loss=0.2294, simple_loss=0.3044, pruned_loss=0.07719, over 12392.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04292, over 37.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2903, pruned_loss=0.06254, over 2473191.92 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06107, over 17326.86 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2992, pruned_loss=0.07242, over 2468313.29 frames. utt_duration=1183 frames, utt_pad_proportion=0.08175, over 8355.88 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2893, pruned_loss=0.06132, over 2473326.71 frames. utt_duration=539.7 frames, utt_pad_proportion=0.0583, over 18382.90 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:07:56,404 INFO [train.py:927] (3/8) Epoch 10, batch 23400, libri_loss[loss=0.224, simple_loss=0.2998, pruned_loss=0.07412, over 12458.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009685, over 39.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2923, pruned_loss=0.06341, over 2472985.46 frames. utt_duration=589.4 frames, utt_pad_proportion=0.06159, over 16825.18 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2992, pruned_loss=0.07239, over 2468511.55 frames. utt_duration=1179 frames, utt_pad_proportion=0.08293, over 8387.37 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2912, pruned_loss=0.06209, over 2473063.35 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05845, over 17974.47 utterances.], batch size: 39, lr: 3.58e-04
2022-08-27 07:09:44,147 INFO [train.py:927] (3/8) Epoch 10, batch 23450, libri_loss[loss=0.242, simple_loss=0.3171, pruned_loss=0.08347, over 12416.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01735, over 40.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2982, pruned_loss=0.06768, over 2473532.52 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06282, over 17216.34 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2994, pruned_loss=0.0726, over 2468721.76 frames. utt_duration=1169 frames, utt_pad_proportion=0.08618, over 8455.81 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2971, pruned_loss=0.06637, over 2473463.77 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05883, over 18184.81 utterances.], batch size: 40, lr: 3.58e-04
2022-08-27 07:11:27,296 INFO [train.py:927] (3/8) Epoch 10, batch 23500, giga_loss[loss=0.2168, simple_loss=0.3026, pruned_loss=0.06548, over 12358.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03107, over 62.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3048, pruned_loss=0.07246, over 2473512.09 frames. utt_duration=534.2 frames, utt_pad_proportion=0.07238, over 18572.89 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2993, pruned_loss=0.07245, over 2468594.47 frames. utt_duration=1173 frames, utt_pad_proportion=0.08492, over 8431.84 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3041, pruned_loss=0.07149, over 2473654.56 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06934, over 19520.37 utterances.], batch size: 62, lr: 3.58e-04
2022-08-27 07:13:12,524 INFO [train.py:927] (3/8) Epoch 10, batch 23550, giga_loss[loss=0.3476, simple_loss=0.3863, pruned_loss=0.1545, over 12359.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3112, pruned_loss=0.07734, over 2473719.65 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07534, over 19226.38 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.299, pruned_loss=0.07237, over 2468316.41 frames. utt_duration=1177 frames, utt_pad_proportion=0.08413, over 8400.55 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.311, pruned_loss=0.07666, over 2474136.01 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07309, over 20127.38 utterances.], batch size: 370, lr: 3.58e-04
2022-08-27 07:14:55,147 INFO [train.py:927] (3/8) Epoch 10, batch 23600, giga_loss[loss=0.2344, simple_loss=0.3116, pruned_loss=0.07854, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03648, over 40.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3154, pruned_loss=0.08078, over 2473580.22 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07809, over 20073.05 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.299, pruned_loss=0.07234, over 2467893.81 frames. utt_duration=1178 frames, utt_pad_proportion=0.08265, over 8388.98 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3158, pruned_loss=0.08053, over 2474511.55 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07657, over 21225.51 utterances.], batch size: 40, lr: 3.58e-04
2022-08-27 07:16:39,644 INFO [train.py:927] (3/8) Epoch 10, batch 23650, giga_loss[loss=0.2998, simple_loss=0.3602, pruned_loss=0.1197, over 12383.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0518, over 161.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3205, pruned_loss=0.08597, over 2473752.93 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08685, over 21748.86 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2983, pruned_loss=0.07197, over 2467780.58 frames. utt_duration=1185 frames, utt_pad_proportion=0.08121, over 8338.73 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08641, over 2474735.27 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08589, over 23019.95 utterances.], batch size: 161, lr: 3.58e-04
2022-08-27 07:18:27,595 INFO [train.py:927] (3/8) Epoch 10, batch 23700, giga_loss[loss=0.2828, simple_loss=0.3436, pruned_loss=0.111, over 12409.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06785, over 184.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3238, pruned_loss=0.08819, over 2473554.87 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08356, over 21506.42 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2984, pruned_loss=0.07201, over 2467917.75 frames. utt_duration=1187 frames, utt_pad_proportion=0.07927, over 8326.92 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3256, pruned_loss=0.08901, over 2474407.50 frames. utt_duration=432.3 frames, utt_pad_proportion=0.08371, over 22973.33 utterances.], batch size: 184, lr: 3.58e-04
2022-08-27 07:20:15,319 INFO [train.py:927] (3/8) Epoch 10, batch 23750, giga_loss[loss=0.2609, simple_loss=0.3327, pruned_loss=0.09455, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02602, over 45.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09042, over 2474591.74 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08112, over 21997.37 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2981, pruned_loss=0.07184, over 2468147.38 frames. utt_duration=1190 frames, utt_pad_proportion=0.07812, over 8308.01 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3278, pruned_loss=0.09159, over 2475223.91 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08177, over 23482.34 utterances.], batch size: 45, lr: 3.58e-04
2022-08-27 07:21:58,115 INFO [train.py:927] (3/8) Epoch 10, batch 23800, giga_loss[loss=0.2673, simple_loss=0.3358, pruned_loss=0.09937, over 12428.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04209, over 146.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3271, pruned_loss=0.09064, over 2474375.39 frames. utt_duration=447 frames, utt_pad_proportion=0.08132, over 22215.92 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2979, pruned_loss=0.07155, over 2468222.86 frames. utt_duration=1195 frames, utt_pad_proportion=0.07717, over 8272.05 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3297, pruned_loss=0.09219, over 2474930.00 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08214, over 23682.67 utterances.], batch size: 146, lr: 3.58e-04
2022-08-27 07:23:43,543 INFO [train.py:927] (3/8) Epoch 10, batch 23850, giga_loss[loss=0.2852, simple_loss=0.351, pruned_loss=0.1097, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02675, over 70.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3289, pruned_loss=0.09174, over 2474744.63 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07937, over 22653.32 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2978, pruned_loss=0.07143, over 2468564.30 frames. utt_duration=1198 frames, utt_pad_proportion=0.07571, over 8249.51 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3317, pruned_loss=0.09356, over 2475008.31 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08062, over 24181.75 utterances.], batch size: 70, lr: 3.58e-04
2022-08-27 07:25:32,855 INFO [train.py:927] (3/8) Epoch 10, batch 23900, giga_loss[loss=0.2112, simple_loss=0.3082, pruned_loss=0.0571, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03373, over 75.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3276, pruned_loss=0.08925, over 2474732.74 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08127, over 22912.02 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2978, pruned_loss=0.07126, over 2468253.14 frames. utt_duration=1204 frames, utt_pad_proportion=0.0743, over 8211.61 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3305, pruned_loss=0.09127, over 2475344.30 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08257, over 24465.96 utterances.], batch size: 75, lr: 3.58e-04
2022-08-27 07:27:18,521 INFO [train.py:927] (3/8) Epoch 10, batch 23950, giga_loss[loss=0.2168, simple_loss=0.3105, pruned_loss=0.06156, over 12355.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3252, pruned_loss=0.08711, over 2474619.13 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08145, over 22836.46 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2978, pruned_loss=0.07122, over 2468264.48 frames. utt_duration=1207 frames, utt_pad_proportion=0.07347, over 8189.58 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3278, pruned_loss=0.08895, over 2475157.21 frames. utt_duration=409.3 frames, utt_pad_proportion=0.08276, over 24277.62 utterances.], batch size: 97, lr: 3.58e-04
2022-08-27 07:29:00,334 INFO [train.py:927] (3/8) Epoch 10, batch 24000, libri_loss[loss=0.2314, simple_loss=0.317, pruned_loss=0.07294, over 12449.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009593, over 39.00 utterances.], tot_loss[loss=0.247, simple_loss=0.323, pruned_loss=0.08556, over 2474828.12 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07944, over 22046.38 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2979, pruned_loss=0.0712, over 2468250.87 frames. utt_duration=1208 frames, utt_pad_proportion=0.07269, over 8184.55 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3257, pruned_loss=0.08748, over 2475449.84 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08099, over 23611.89 utterances.], batch size: 39, lr: 3.58e-04
2022-08-27 07:29:00,335 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 07:29:13,991 INFO [train.py:967] (3/8) Epoch 10, validation: loss=0.1793, simple_loss=0.2916, pruned_loss=0.03347, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 07:31:04,027 INFO [train.py:927] (3/8) Epoch 10, batch 24050, giga_loss[loss=0.2157, simple_loss=0.3062, pruned_loss=0.06264, over 12387.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04329, over 37.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3219, pruned_loss=0.08438, over 2475332.53 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07733, over 21690.22 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.298, pruned_loss=0.07109, over 2468342.96 frames. utt_duration=1209 frames, utt_pad_proportion=0.07184, over 8174.84 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3244, pruned_loss=0.08616, over 2475832.20 frames. utt_duration=430 frames, utt_pad_proportion=0.07899, over 23110.07 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:32:45,416 INFO [train.py:927] (3/8) Epoch 10, batch 24100, giga_loss[loss=0.2257, simple_loss=0.3011, pruned_loss=0.07518, over 12365.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3207, pruned_loss=0.08146, over 2474819.13 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07845, over 21034.29 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2977, pruned_loss=0.07085, over 2468487.16 frames. utt_duration=1215 frames, utt_pad_proportion=0.07004, over 8139.32 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3236, pruned_loss=0.08349, over 2475302.29 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08039, over 22634.95 utterances.], batch size: 364, lr: 3.58e-04
2022-08-27 07:34:29,227 INFO [train.py:927] (3/8) Epoch 10, batch 24150, libri_loss[loss=0.2434, simple_loss=0.3235, pruned_loss=0.08166, over 12276.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06472, over 51.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3215, pruned_loss=0.08223, over 2474205.05 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07472, over 20792.17 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2976, pruned_loss=0.07071, over 2468198.21 frames. utt_duration=1216 frames, utt_pad_proportion=0.06893, over 8129.05 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3245, pruned_loss=0.08422, over 2475002.18 frames. utt_duration=444 frames, utt_pad_proportion=0.07693, over 22368.95 utterances.], batch size: 51, lr: 3.58e-04
2022-08-27 07:36:12,211 INFO [train.py:927] (3/8) Epoch 10, batch 24200, libri_loss[loss=0.3269, simple_loss=0.3827, pruned_loss=0.1355, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02312, over 43.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.08173, over 2474389.85 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07141, over 20576.40 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.298, pruned_loss=0.07089, over 2468294.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.06846, over 8145.78 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3223, pruned_loss=0.08345, over 2475106.12 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07362, over 22177.42 utterances.], batch size: 43, lr: 3.58e-04
2022-08-27 07:37:54,020 INFO [train.py:927] (3/8) Epoch 10, batch 24250, giga_loss[loss=0.2479, simple_loss=0.3297, pruned_loss=0.08303, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03347, over 86.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3188, pruned_loss=0.08218, over 2474965.41 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07926, over 21748.57 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2983, pruned_loss=0.07105, over 2468624.28 frames. utt_duration=1202 frames, utt_pad_proportion=0.07143, over 8225.30 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3213, pruned_loss=0.08375, over 2475415.22 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07955, over 23381.31 utterances.], batch size: 86, lr: 3.58e-04
2022-08-27 07:39:41,292 INFO [train.py:927] (3/8) Epoch 10, batch 24300, giga_loss[loss=0.2064, simple_loss=0.2963, pruned_loss=0.05823, over 12125.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04282, over 33.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3168, pruned_loss=0.07958, over 2474320.89 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07565, over 20404.83 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2972, pruned_loss=0.07055, over 2468699.05 frames. utt_duration=1212 frames, utt_pad_proportion=0.06973, over 8157.44 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3204, pruned_loss=0.08161, over 2474796.28 frames. utt_duration=447.5 frames, utt_pad_proportion=0.0768, over 22190.09 utterances.], batch size: 33, lr: 3.58e-04
2022-08-27 07:41:24,625 INFO [train.py:927] (3/8) Epoch 10, batch 24350, giga_loss[loss=0.2211, simple_loss=0.2938, pruned_loss=0.07417, over 12384.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04179, over 37.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3165, pruned_loss=0.07965, over 2474288.87 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07641, over 20418.78 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2972, pruned_loss=0.07052, over 2468513.18 frames. utt_duration=1215 frames, utt_pad_proportion=0.06895, over 8136.15 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3197, pruned_loss=0.08141, over 2474918.82 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07757, over 22024.36 utterances.], batch size: 37, lr: 3.58e-04
2022-08-27 07:43:04,893 INFO [train.py:927] (3/8) Epoch 10, batch 24400, giga_loss[loss=0.2892, simple_loss=0.3413, pruned_loss=0.1186, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3152, pruned_loss=0.07951, over 2473886.31 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07601, over 20689.69 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2974, pruned_loss=0.07053, over 2468402.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.06803, over 8125.48 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3179, pruned_loss=0.08106, over 2474591.21 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07728, over 22197.88 utterances.], batch size: 258, lr: 3.58e-04
2022-08-27 07:44:49,291 INFO [train.py:927] (3/8) Epoch 10, batch 24450, giga_loss[loss=0.2111, simple_loss=0.2895, pruned_loss=0.06637, over 12488.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04348, over 34.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3132, pruned_loss=0.07882, over 2473975.84 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07603, over 20242.58 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.297, pruned_loss=0.07022, over 2468054.32 frames. utt_duration=1223 frames, utt_pad_proportion=0.06658, over 8082.44 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08063, over 2475052.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07771, over 21896.21 utterances.], batch size: 34, lr: 3.57e-04
2022-08-27 07:46:32,425 INFO [train.py:927] (3/8) Epoch 10, batch 24500, giga_loss[loss=0.2157, simple_loss=0.2989, pruned_loss=0.06624, over 12401.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03133, over 122.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3121, pruned_loss=0.07917, over 2473732.46 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07528, over 20565.88 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2967, pruned_loss=0.07013, over 2468333.85 frames. utt_duration=1226 frames, utt_pad_proportion=0.06587, over 8063.25 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08081, over 2474401.78 frames. utt_duration=450 frames, utt_pad_proportion=0.07692, over 22065.87 utterances.], batch size: 122, lr: 3.57e-04
2022-08-27 07:48:15,166 INFO [train.py:927] (3/8) Epoch 10, batch 24550, giga_loss[loss=0.1929, simple_loss=0.2718, pruned_loss=0.05696, over 12214.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03225, over 39.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3116, pruned_loss=0.07811, over 2474316.37 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06925, over 19957.33 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2966, pruned_loss=0.07017, over 2468551.79 frames. utt_duration=1230 frames, utt_pad_proportion=0.0649, over 8039.08 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3143, pruned_loss=0.07954, over 2474752.62 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07132, over 21391.16 utterances.], batch size: 39, lr: 3.57e-04
2022-08-27 07:50:00,425 INFO [train.py:927] (3/8) Epoch 10, batch 24600, giga_loss[loss=0.2247, simple_loss=0.3062, pruned_loss=0.07162, over 12461.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03623, over 105.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.312, pruned_loss=0.07771, over 2475053.32 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06883, over 20037.10 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2965, pruned_loss=0.06999, over 2468737.98 frames. utt_duration=1234 frames, utt_pad_proportion=0.06339, over 8015.12 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3147, pruned_loss=0.07925, over 2475404.62 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07104, over 21536.54 utterances.], batch size: 105, lr: 3.57e-04
2022-08-27 07:51:45,927 INFO [train.py:927] (3/8) Epoch 10, batch 24650, giga_loss[loss=0.2328, simple_loss=0.3131, pruned_loss=0.07625, over 12416.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04607, over 31.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3134, pruned_loss=0.07903, over 2475389.85 frames. utt_duration=495.2 frames, utt_pad_proportion=0.0672, over 20055.13 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.2965, pruned_loss=0.07009, over 2469120.91 frames. utt_duration=1232 frames, utt_pad_proportion=0.06312, over 8028.67 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3158, pruned_loss=0.0803, over 2475437.14 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06917, over 21446.16 utterances.], batch size: 31, lr: 3.57e-04
2022-08-27 07:53:27,569 INFO [train.py:927] (3/8) Epoch 10, batch 24700, giga_loss[loss=0.2261, simple_loss=0.2962, pruned_loss=0.07796, over 12485.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03369, over 43.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.315, pruned_loss=0.08171, over 2475342.84 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07473, over 20973.92 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2966, pruned_loss=0.07019, over 2469039.25 frames. utt_duration=1224 frames, utt_pad_proportion=0.0659, over 8075.95 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3173, pruned_loss=0.08286, over 2475588.62 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07489, over 22318.21 utterances.], batch size: 43, lr: 3.57e-04
2022-08-27 07:55:13,640 INFO [train.py:927] (3/8) Epoch 10, batch 24750, giga_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07915, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3145, pruned_loss=0.08141, over 2475492.54 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07424, over 20534.02 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2974, pruned_loss=0.07054, over 2469291.01 frames. utt_duration=1225 frames, utt_pad_proportion=0.06495, over 8074.44 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3159, pruned_loss=0.0822, over 2475568.70 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07475, over 21818.96 utterances.], batch size: 162, lr: 3.57e-04
2022-08-27 07:56:53,633 INFO [train.py:927] (3/8) Epoch 10, batch 24800, giga_loss[loss=0.2227, simple_loss=0.2992, pruned_loss=0.07306, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07068, over 212.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3157, pruned_loss=0.08156, over 2475779.66 frames. utt_duration=459 frames, utt_pad_proportion=0.07982, over 21642.32 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.2974, pruned_loss=0.07046, over 2469272.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.06406, over 8059.03 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.08246, over 2475968.22 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08027, over 22904.14 utterances.], batch size: 212, lr: 3.57e-04
2022-08-27 07:58:38,095 INFO [train.py:927] (3/8) Epoch 10, batch 24850, giga_loss[loss=0.2129, simple_loss=0.2979, pruned_loss=0.06389, over 12402.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02457, over 66.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3131, pruned_loss=0.07947, over 2474517.25 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07971, over 20796.90 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07034, over 2469228.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.06335, over 8049.19 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08063, over 2474886.02 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08047, over 22231.33 utterances.], batch size: 66, lr: 3.57e-04
2022-08-27 08:00:20,138 INFO [train.py:927] (3/8) Epoch 10, batch 24900, giga_loss[loss=0.2827, simple_loss=0.33, pruned_loss=0.1177, over 12344.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3111, pruned_loss=0.07858, over 2475390.65 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07562, over 19811.57 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.297, pruned_loss=0.07, over 2469755.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.06148, over 8000.21 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3133, pruned_loss=0.08015, over 2475410.04 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07728, over 21463.69 utterances.], batch size: 371, lr: 3.57e-04
2022-08-27 08:02:08,522 INFO [train.py:927] (3/8) Epoch 10, batch 24950, giga_loss[loss=0.232, simple_loss=0.3312, pruned_loss=0.06646, over 12371.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02541, over 66.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3164, pruned_loss=0.08122, over 2475177.48 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07792, over 20684.37 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2972, pruned_loss=0.07005, over 2469612.67 frames. utt_duration=1234 frames, utt_pad_proportion=0.06155, over 8013.13 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3182, pruned_loss=0.08252, over 2475386.60 frames. utt_duration=449 frames, utt_pad_proportion=0.07908, over 22123.22 utterances.], batch size: 66, lr: 3.57e-04
2022-08-27 08:03:52,893 INFO [train.py:927] (3/8) Epoch 10, batch 25000, giga_loss[loss=0.1984, simple_loss=0.2783, pruned_loss=0.0593, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03793, over 40.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3182, pruned_loss=0.08075, over 2474624.85 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07633, over 20203.30 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2974, pruned_loss=0.07024, over 2469489.87 frames. utt_duration=1220 frames, utt_pad_proportion=0.06625, over 8108.11 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.32, pruned_loss=0.08191, over 2475047.56 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07586, over 21604.75 utterances.], batch size: 40, lr: 3.57e-04
2022-08-27 08:05:38,242 INFO [train.py:927] (3/8) Epoch 10, batch 25050, giga_loss[loss=0.2388, simple_loss=0.3203, pruned_loss=0.07863, over 12412.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.0821, over 2474693.82 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07868, over 20140.19 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2977, pruned_loss=0.07049, over 2469479.60 frames. utt_duration=1211 frames, utt_pad_proportion=0.06919, over 8164.59 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3216, pruned_loss=0.08311, over 2475162.07 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07727, over 21537.01 utterances.], batch size: 62, lr: 3.57e-04
2022-08-27 08:07:25,104 INFO [train.py:927] (3/8) Epoch 10, batch 25100, giga_loss[loss=0.2361, simple_loss=0.3156, pruned_loss=0.07832, over 12352.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02856, over 66.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3198, pruned_loss=0.08325, over 2473804.67 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07783, over 19863.71 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2972, pruned_loss=0.0702, over 2469287.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.06777, over 8133.25 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3227, pruned_loss=0.08486, over 2474545.98 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07739, over 21522.14 utterances.], batch size: 66, lr: 3.57e-04
2022-08-27 08:09:09,153 INFO [train.py:927] (3/8) Epoch 10, batch 25150, giga_loss[loss=0.3391, simple_loss=0.3769, pruned_loss=0.1507, over 12364.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1056, over 258.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3185, pruned_loss=0.08324, over 2474227.94 frames. utt_duration=497.5 frames, utt_pad_proportion=0.0763, over 19951.70 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2974, pruned_loss=0.07041, over 2468773.83 frames. utt_duration=1221 frames, utt_pad_proportion=0.06652, over 8097.30 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3211, pruned_loss=0.08464, over 2475399.90 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07654, over 21571.13 utterances.], batch size: 258, lr: 3.57e-04
2022-08-27 08:10:53,618 INFO [train.py:927] (3/8) Epoch 10, batch 25200, giga_loss[loss=0.2044, simple_loss=0.2902, pruned_loss=0.05929, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0467, over 31.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3185, pruned_loss=0.08376, over 2474407.59 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07494, over 20043.43 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2978, pruned_loss=0.07072, over 2468798.12 frames. utt_duration=1211 frames, utt_pad_proportion=0.06936, over 8164.29 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3207, pruned_loss=0.08488, over 2475437.28 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07429, over 21536.46 utterances.], batch size: 31, lr: 3.57e-04
2022-08-27 08:12:37,089 INFO [train.py:927] (3/8) Epoch 10, batch 25250, giga_loss[loss=0.238, simple_loss=0.3021, pruned_loss=0.08695, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04774, over 34.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3167, pruned_loss=0.08352, over 2475166.71 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07497, over 19815.96 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2972, pruned_loss=0.07052, over 2468807.74 frames. utt_duration=1203 frames, utt_pad_proportion=0.07283, over 8219.27 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3198, pruned_loss=0.08505, over 2476191.14 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07335, over 21380.19 utterances.], batch size: 34, lr: 3.57e-04
2022-08-27 08:14:20,282 INFO [train.py:927] (3/8) Epoch 10, batch 25300, giga_loss[loss=0.2666, simple_loss=0.3397, pruned_loss=0.0968, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0414, over 146.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3162, pruned_loss=0.08222, over 2475382.25 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06842, over 19112.63 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.2978, pruned_loss=0.07081, over 2469221.23 frames. utt_duration=1205 frames, utt_pad_proportion=0.07126, over 8208.78 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08353, over 2476018.05 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06807, over 20670.02 utterances.], batch size: 146, lr: 3.57e-04
2022-08-27 08:16:07,041 INFO [train.py:927] (3/8) Epoch 10, batch 25350, giga_loss[loss=0.2215, simple_loss=0.2991, pruned_loss=0.0719, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04493, over 28.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3177, pruned_loss=0.08336, over 2475394.27 frames. utt_duration=497.6 frames, utt_pad_proportion=0.0722, over 19958.11 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2981, pruned_loss=0.07088, over 2469157.33 frames. utt_duration=1198 frames, utt_pad_proportion=0.07182, over 8255.19 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3196, pruned_loss=0.08455, over 2476058.36 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07149, over 21354.22 utterances.], batch size: 28, lr: 3.57e-04
2022-08-27 08:17:51,618 INFO [train.py:927] (3/8) Epoch 10, batch 25400, giga_loss[loss=0.2158, simple_loss=0.3009, pruned_loss=0.06532, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03972, over 40.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3173, pruned_loss=0.08111, over 2475564.09 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06926, over 18917.38 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2982, pruned_loss=0.071, over 2469305.74 frames. utt_duration=1200 frames, utt_pad_proportion=0.07075, over 8242.02 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3194, pruned_loss=0.08233, over 2476176.70 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06928, over 20416.59 utterances.], batch size: 40, lr: 3.57e-04
2022-08-27 08:19:36,021 INFO [train.py:927] (3/8) Epoch 10, batch 25450, giga_loss[loss=0.2365, simple_loss=0.3355, pruned_loss=0.06872, over 12445.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3196, pruned_loss=0.08092, over 2475287.71 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06738, over 18676.92 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2981, pruned_loss=0.07095, over 2469432.21 frames. utt_duration=1201 frames, utt_pad_proportion=0.07047, over 8235.81 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3214, pruned_loss=0.08197, over 2475681.02 frames. utt_duration=499 frames, utt_pad_proportion=0.06762, over 19903.67 utterances.], batch size: 75, lr: 3.57e-04
2022-08-27 08:21:17,569 INFO [train.py:927] (3/8) Epoch 10, batch 25500, giga_loss[loss=0.2248, simple_loss=0.311, pruned_loss=0.06934, over 12323.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.03228, over 70.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.08376, over 2475552.23 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0686, over 19513.86 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2984, pruned_loss=0.07104, over 2469407.51 frames. utt_duration=1203 frames, utt_pad_proportion=0.06994, over 8223.50 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3239, pruned_loss=0.0846, over 2475932.76 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06891, over 20592.36 utterances.], batch size: 70, lr: 3.57e-04
2022-08-27 08:22:58,834 INFO [train.py:927] (3/8) Epoch 10, batch 25550, libri_loss[loss=0.2358, simple_loss=0.3139, pruned_loss=0.0788, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007145, over 37.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3225, pruned_loss=0.08375, over 2475923.15 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06886, over 20254.64 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2983, pruned_loss=0.07083, over 2469361.08 frames. utt_duration=1205 frames, utt_pad_proportion=0.06894, over 8204.11 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3242, pruned_loss=0.08486, over 2476395.01 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06943, over 21355.36 utterances.], batch size: 37, lr: 3.57e-04
2022-08-27 08:24:43,560 INFO [train.py:927] (3/8) Epoch 10, batch 25600, libri_loss[loss=0.2076, simple_loss=0.2825, pruned_loss=0.06642, over 12378.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007509, over 31.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3216, pruned_loss=0.08181, over 2475536.97 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06907, over 19750.31 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2982, pruned_loss=0.0708, over 2469374.02 frames. utt_duration=1211 frames, utt_pad_proportion=0.06738, over 8166.40 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3237, pruned_loss=0.08305, over 2476069.75 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07005, over 20979.98 utterances.], batch size: 31, lr: 3.57e-04
2022-08-27 08:26:26,465 INFO [train.py:927] (3/8) Epoch 10, batch 25650, giga_loss[loss=0.2245, simple_loss=0.3066, pruned_loss=0.07125, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03546, over 86.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3226, pruned_loss=0.08258, over 2475651.67 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07266, over 20485.44 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2986, pruned_loss=0.07098, over 2469647.61 frames. utt_duration=1212 frames, utt_pad_proportion=0.06658, over 8161.95 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3242, pruned_loss=0.08355, over 2475912.97 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07355, over 21625.56 utterances.], batch size: 86, lr: 3.57e-04
2022-08-27 08:28:14,094 INFO [train.py:927] (3/8) Epoch 10, batch 25700, giga_loss[loss=0.2116, simple_loss=0.2975, pruned_loss=0.06281, over 12347.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03188, over 51.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3213, pruned_loss=0.08285, over 2475591.33 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07666, over 21334.33 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.2986, pruned_loss=0.07098, over 2469647.61 frames. utt_duration=1212 frames, utt_pad_proportion=0.06658, over 8161.95 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3226, pruned_loss=0.0836, over 2475794.69 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07718, over 22221.70 utterances.], batch size: 51, lr: 3.57e-04
2022-08-27 08:30:03,741 INFO [train.py:927] (3/8) Epoch 10, batch 25750, giga_loss[loss=0.2396, simple_loss=0.314, pruned_loss=0.08261, over 12369.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3194, pruned_loss=0.08258, over 2475805.09 frames. utt_duration=450 frames, utt_pad_proportion=0.08157, over 22079.44 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2985, pruned_loss=0.07097, over 2469648.61 frames. utt_duration=1202 frames, utt_pad_proportion=0.07039, over 8227.94 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3207, pruned_loss=0.08329, over 2476022.02 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08072, over 22838.20 utterances.], batch size: 122, lr: 3.57e-04
2022-08-27 08:31:47,182 INFO [train.py:927] (3/8) Epoch 10, batch 25800, giga_loss[loss=0.2503, simple_loss=0.3228, pruned_loss=0.0889, over 12330.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03405, over 51.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3184, pruned_loss=0.08202, over 2475222.68 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07722, over 21291.13 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2983, pruned_loss=0.07061, over 2469326.90 frames. utt_duration=1206 frames, utt_pad_proportion=0.06912, over 8201.55 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.32, pruned_loss=0.08319, over 2475838.20 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07714, over 22234.30 utterances.], batch size: 51, lr: 3.57e-04
2022-08-27 08:33:25,630 INFO [train.py:927] (3/8) Epoch 10, batch 25850, giga_loss[loss=0.1772, simple_loss=0.2664, pruned_loss=0.04403, over 12357.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.032, over 51.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3153, pruned_loss=0.07955, over 2475308.37 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07352, over 21586.23 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07048, over 2469265.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.0686, over 8188.56 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3169, pruned_loss=0.08068, over 2475898.68 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07377, over 22456.91 utterances.], batch size: 51, lr: 3.57e-04
2022-08-27 08:35:15,508 INFO [train.py:927] (3/8) Epoch 10, batch 25900, giga_loss[loss=0.2182, simple_loss=0.3, pruned_loss=0.06824, over 12402.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04016, over 133.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3137, pruned_loss=0.07841, over 2475101.76 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07594, over 22266.45 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.2983, pruned_loss=0.07048, over 2469265.86 frames. utt_duration=1208 frames, utt_pad_proportion=0.0686, over 8188.56 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.0793, over 2475561.20 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07606, over 22944.11 utterances.], batch size: 133, lr: 3.56e-04
2022-08-27 08:36:57,395 INFO [train.py:927] (3/8) Epoch 10, batch 25950, giga_loss[loss=0.2409, simple_loss=0.3152, pruned_loss=0.08332, over 12405.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03567, over 113.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3114, pruned_loss=0.07757, over 2474999.66 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07573, over 22151.16 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2981, pruned_loss=0.0703, over 2469209.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.06689, over 8155.32 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3129, pruned_loss=0.0787, over 2475606.42 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07653, over 23207.64 utterances.], batch size: 113, lr: 3.56e-04
2022-08-27 08:38:39,987 INFO [train.py:927] (3/8) Epoch 10, batch 26000, giga_loss[loss=0.2667, simple_loss=0.3341, pruned_loss=0.09958, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05484, over 162.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3131, pruned_loss=0.0781, over 2476057.21 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07162, over 21873.28 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2983, pruned_loss=0.07032, over 2469671.17 frames. utt_duration=1216 frames, utt_pad_proportion=0.06542, over 8135.04 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.07919, over 2476295.88 frames. utt_duration=429.9 frames, utt_pad_proportion=0.073, over 23118.53 utterances.], batch size: 162, lr: 3.56e-04
2022-08-27 08:40:24,321 INFO [train.py:927] (3/8) Epoch 10, batch 26050, giga_loss[loss=0.1872, simple_loss=0.2822, pruned_loss=0.04613, over 12348.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03012, over 70.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3134, pruned_loss=0.07803, over 2475897.34 frames. utt_duration=479 frames, utt_pad_proportion=0.06681, over 20739.71 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.2986, pruned_loss=0.07049, over 2469902.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.06603, over 8194.37 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3145, pruned_loss=0.07892, over 2476020.14 frames. utt_duration=452.1 frames, utt_pad_proportion=0.06801, over 21975.78 utterances.], batch size: 70, lr: 3.56e-04
2022-08-27 08:42:07,809 INFO [train.py:927] (3/8) Epoch 10, batch 26100, giga_loss[loss=0.2418, simple_loss=0.3233, pruned_loss=0.08012, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.0435, over 34.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3132, pruned_loss=0.07852, over 2475125.68 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06693, over 19975.45 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.298, pruned_loss=0.0702, over 2469470.68 frames. utt_duration=1201 frames, utt_pad_proportion=0.06914, over 8237.71 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3153, pruned_loss=0.07977, over 2475811.75 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06683, over 21372.37 utterances.], batch size: 34, lr: 3.56e-04
2022-08-27 08:43:53,324 INFO [train.py:927] (3/8) Epoch 10, batch 26150, giga_loss[loss=0.2147, simple_loss=0.2951, pruned_loss=0.06715, over 12472.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03269, over 43.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3138, pruned_loss=0.07917, over 2475088.27 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07356, over 19991.79 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2978, pruned_loss=0.07013, over 2469119.75 frames. utt_duration=1193 frames, utt_pad_proportion=0.07251, over 8287.25 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3158, pruned_loss=0.08033, over 2476000.17 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07175, over 21250.15 utterances.], batch size: 43, lr: 3.56e-04
2022-08-27 08:45:44,413 INFO [train.py:927] (3/8) Epoch 10, batch 26200, giga_loss[loss=0.2431, simple_loss=0.3363, pruned_loss=0.07501, over 12373.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06089, over 182.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3167, pruned_loss=0.08147, over 2475988.66 frames. utt_duration=459.2 frames, utt_pad_proportion=0.08214, over 21636.24 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.298, pruned_loss=0.07025, over 2469024.15 frames. utt_duration=1194 frames, utt_pad_proportion=0.07223, over 8279.82 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3182, pruned_loss=0.08232, over 2476806.45 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08051, over 22676.74 utterances.], batch size: 182, lr: 3.56e-04
2022-08-27 08:47:30,648 INFO [train.py:927] (3/8) Epoch 10, batch 26250, giga_loss[loss=0.2069, simple_loss=0.2727, pruned_loss=0.07058, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05051, over 34.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.317, pruned_loss=0.08124, over 2475791.95 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08044, over 22238.80 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2979, pruned_loss=0.07014, over 2468726.27 frames. utt_duration=1198 frames, utt_pad_proportion=0.07147, over 8252.74 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3185, pruned_loss=0.08216, over 2476818.86 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07952, over 23274.06 utterances.], batch size: 34, lr: 3.56e-04
2022-08-27 08:49:15,054 INFO [train.py:927] (3/8) Epoch 10, batch 26300, giga_loss[loss=0.2386, simple_loss=0.313, pruned_loss=0.08213, over 12354.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.317, pruned_loss=0.08232, over 2476454.63 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08099, over 22527.62 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2983, pruned_loss=0.07033, over 2468988.61 frames. utt_duration=1197 frames, utt_pad_proportion=0.07091, over 8262.92 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.318, pruned_loss=0.08303, over 2477135.75 frames. utt_duration=422.6 frames, utt_pad_proportion=0.08049, over 23525.43 utterances.], batch size: 58, lr: 3.56e-04
2022-08-27 08:50:59,127 INFO [train.py:927] (3/8) Epoch 10, batch 26350, giga_loss[loss=0.3281, simple_loss=0.3641, pruned_loss=0.1461, over 12387.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1107, over 260.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3161, pruned_loss=0.08232, over 2476348.84 frames. utt_duration=449 frames, utt_pad_proportion=0.07771, over 22133.57 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.2983, pruned_loss=0.07018, over 2469173.70 frames. utt_duration=1200 frames, utt_pad_proportion=0.06981, over 8242.83 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3173, pruned_loss=0.08322, over 2476849.49 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07783, over 23187.22 utterances.], batch size: 260, lr: 3.56e-04
2022-08-27 08:52:39,375 INFO [train.py:927] (3/8) Epoch 10, batch 26400, giga_loss[loss=0.2567, simple_loss=0.3264, pruned_loss=0.09355, over 12414.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03385, over 80.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3149, pruned_loss=0.0816, over 2475625.58 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07399, over 21060.86 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2981, pruned_loss=0.07008, over 2469287.87 frames. utt_duration=1206 frames, utt_pad_proportion=0.06747, over 8196.92 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08289, over 2476187.49 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07517, over 22491.23 utterances.], batch size: 80, lr: 3.56e-04
2022-08-27 08:54:20,817 INFO [train.py:927] (3/8) Epoch 10, batch 26450, giga_loss[loss=0.2428, simple_loss=0.3162, pruned_loss=0.08467, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04011, over 113.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3153, pruned_loss=0.08227, over 2475727.85 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07299, over 20874.47 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2981, pruned_loss=0.06998, over 2469204.22 frames. utt_duration=1210 frames, utt_pad_proportion=0.06645, over 8171.20 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3171, pruned_loss=0.08359, over 2476367.06 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07436, over 22263.17 utterances.], batch size: 113, lr: 3.56e-04
2022-08-27 08:56:01,131 INFO [train.py:927] (3/8) Epoch 10, batch 26500, giga_loss[loss=0.2276, simple_loss=0.3117, pruned_loss=0.07173, over 12425.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03334, over 75.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3168, pruned_loss=0.08388, over 2475630.37 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07194, over 20713.26 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.2984, pruned_loss=0.07029, over 2469201.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.07088, over 8252.35 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3179, pruned_loss=0.0847, over 2476159.39 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07175, over 21785.63 utterances.], batch size: 75, lr: 3.56e-04
2022-08-27 08:57:42,428 INFO [train.py:927] (3/8) Epoch 10, batch 26550, giga_loss[loss=0.236, simple_loss=0.3165, pruned_loss=0.07771, over 12376.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04151, over 133.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3172, pruned_loss=0.08318, over 2475990.33 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06932, over 20332.35 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.2994, pruned_loss=0.07051, over 2469261.96 frames. utt_duration=1177 frames, utt_pad_proportion=0.07658, over 8403.30 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3175, pruned_loss=0.08388, over 2476481.64 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06712, over 21267.03 utterances.], batch size: 133, lr: 3.56e-04
2022-08-27 08:59:24,857 INFO [train.py:927] (3/8) Epoch 10, batch 26600, giga_loss[loss=0.2265, simple_loss=0.2998, pruned_loss=0.07662, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02787, over 45.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3181, pruned_loss=0.08306, over 2475167.91 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06949, over 20191.18 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3001, pruned_loss=0.07068, over 2469425.94 frames. utt_duration=1168 frames, utt_pad_proportion=0.07764, over 8470.93 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3179, pruned_loss=0.08362, over 2475482.33 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06726, over 21035.15 utterances.], batch size: 45, lr: 3.56e-04
2022-08-27 08:59:55,681 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-27 09:02:20,167 INFO [train.py:927] (3/8) Epoch 11, batch 50, giga_loss[loss=0.1918, simple_loss=0.2919, pruned_loss=0.04585, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3185, pruned_loss=0.06941, over 548491.69 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05998, over 4100.17 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3227, pruned_loss=0.07397, over 48868.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.02822, over 154.85 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3183, pruned_loss=0.06906, over 509723.17 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06104, over 4006.81 utterances.], batch size: 66, lr: 3.47e-04
2022-08-27 09:04:00,699 INFO [train.py:927] (3/8) Epoch 11, batch 100, giga_loss[loss=0.2003, simple_loss=0.2802, pruned_loss=0.06018, over 12386.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06373, over 183.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2938, pruned_loss=0.06064, over 974878.44 frames. utt_duration=541.6 frames, utt_pad_proportion=0.07536, over 7219.77 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2955, pruned_loss=0.06336, over 131755.23 frames. utt_duration=1172 frames, utt_pad_proportion=0.1028, over 450.44 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.0606, over 890760.80 frames. utt_duration=508 frames, utt_pad_proportion=0.07349, over 7034.94 utterances.], batch size: 183, lr: 3.47e-04
2022-08-27 09:05:46,898 INFO [train.py:927] (3/8) Epoch 11, batch 150, giga_loss[loss=0.1797, simple_loss=0.2648, pruned_loss=0.04735, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2785, pruned_loss=0.05457, over 1306871.56 frames. utt_duration=548.8 frames, utt_pad_proportion=0.0683, over 9550.85 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2936, pruned_loss=0.06152, over 166484.24 frames. utt_duration=1210 frames, utt_pad_proportion=0.08555, over 551.14 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2779, pruned_loss=0.05423, over 1222940.77 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06769, over 9430.17 utterances.], batch size: 182, lr: 3.47e-04
2022-08-27 09:07:26,181 INFO [train.py:927] (3/8) Epoch 11, batch 200, giga_loss[loss=0.1652, simple_loss=0.2577, pruned_loss=0.03633, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02591, over 66.00 utterances.], tot_loss[loss=0.1858, simple_loss=0.2697, pruned_loss=0.05092, over 1565840.68 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06208, over 11250.27 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2949, pruned_loss=0.06064, over 234982.54 frames. utt_duration=1266 frames, utt_pad_proportion=0.06371, over 743.26 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2677, pruned_loss=0.05022, over 1470671.20 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06263, over 11250.71 utterances.], batch size: 66, lr: 3.47e-04
2022-08-27 09:09:07,233 INFO [train.py:927] (3/8) Epoch 11, batch 250, giga_loss[loss=0.16, simple_loss=0.2412, pruned_loss=0.03937, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04283, over 31.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2653, pruned_loss=0.04964, over 1766927.58 frames. utt_duration=527.7 frames, utt_pad_proportion=0.07331, over 13431.26 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05883, over 301244.43 frames. utt_duration=1292 frames, utt_pad_proportion=0.05249, over 933.58 utterances.], giga_tot_loss[loss=0.1804, simple_loss=0.2629, pruned_loss=0.04895, over 1669042.43 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07441, over 13576.36 utterances.], batch size: 31, lr: 3.47e-04
2022-08-27 09:10:46,698 INFO [train.py:927] (3/8) Epoch 11, batch 300, giga_loss[loss=0.1865, simple_loss=0.2707, pruned_loss=0.05122, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.2619, pruned_loss=0.04825, over 1923530.53 frames. utt_duration=519.8 frames, utt_pad_proportion=0.07244, over 14845.22 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05801, over 354951.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.05208, over 1096.59 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2593, pruned_loss=0.04752, over 1831489.24 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07354, over 15124.34 utterances.], batch size: 183, lr: 3.47e-04
2022-08-27 09:12:27,698 INFO [train.py:927] (3/8) Epoch 11, batch 350, giga_loss[loss=0.1695, simple_loss=0.2454, pruned_loss=0.04685, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03905, over 113.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2599, pruned_loss=0.04759, over 2045625.52 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07514, over 16343.39 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2911, pruned_loss=0.05857, over 427804.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.06819, over 1367.46 utterances.], giga_tot_loss[loss=0.1748, simple_loss=0.2566, pruned_loss=0.04647, over 1956295.11 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07488, over 16767.35 utterances.], batch size: 113, lr: 3.47e-04
2022-08-27 09:14:05,958 INFO [train.py:927] (3/8) Epoch 11, batch 400, giga_loss[loss=0.1504, simple_loss=0.229, pruned_loss=0.03592, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04079, over 31.00 utterances.], tot_loss[loss=0.1738, simple_loss=0.2557, pruned_loss=0.04595, over 2140711.32 frames. utt_duration=518.1 frames, utt_pad_proportion=0.07087, over 16576.07 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2884, pruned_loss=0.05742, over 488472.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.06053, over 1522.53 utterances.], giga_tot_loss[loss=0.1712, simple_loss=0.2525, pruned_loss=0.0449, over 2058839.63 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07144, over 17178.74 utterances.], batch size: 31, lr: 3.47e-04
2022-08-27 09:15:44,882 INFO [train.py:927] (3/8) Epoch 11, batch 450, libri_loss[loss=0.2214, simple_loss=0.3169, pruned_loss=0.06294, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01445, over 40.00 utterances.], tot_loss[loss=0.171, simple_loss=0.253, pruned_loss=0.04453, over 2214516.86 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06501, over 16257.80 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2901, pruned_loss=0.05756, over 547243.32 frames. utt_duration=1308 frames, utt_pad_proportion=0.05436, over 1675.96 utterances.], giga_tot_loss[loss=0.1677, simple_loss=0.249, pruned_loss=0.04324, over 2141001.23 frames. utt_duration=505 frames, utt_pad_proportion=0.06631, over 17008.61 utterances.], batch size: 40, lr: 3.47e-04
2022-08-27 09:17:22,500 INFO [train.py:927] (3/8) Epoch 11, batch 500, libri_loss[loss=0.176, simple_loss=0.2668, pruned_loss=0.04254, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006944, over 31.00 utterances.], tot_loss[loss=0.175, simple_loss=0.2571, pruned_loss=0.0464, over 2272620.16 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06685, over 17352.39 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.289, pruned_loss=0.05643, over 604461.60 frames. utt_duration=1307 frames, utt_pad_proportion=0.05339, over 1852.41 utterances.], giga_tot_loss[loss=0.172, simple_loss=0.2533, pruned_loss=0.04536, over 2207373.03 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06797, over 18204.39 utterances.], batch size: 31, lr: 3.47e-04
2022-08-27 09:19:04,619 INFO [train.py:927] (3/8) Epoch 11, batch 550, giga_loss[loss=0.2362, simple_loss=0.3196, pruned_loss=0.07637, over 12198.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.032, over 39.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2693, pruned_loss=0.0518, over 2317205.24 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06357, over 17163.32 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2888, pruned_loss=0.05646, over 677496.18 frames. utt_duration=1288 frames, utt_pad_proportion=0.0542, over 2106.14 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2656, pruned_loss=0.05081, over 2258343.67 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06473, over 18167.96 utterances.], batch size: 39, lr: 3.47e-04
2022-08-27 09:20:43,945 INFO [train.py:927] (3/8) Epoch 11, batch 600, giga_loss[loss=0.1981, simple_loss=0.2982, pruned_loss=0.04903, over 12366.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04259, over 133.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2779, pruned_loss=0.05457, over 2352474.03 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06304, over 17680.90 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2885, pruned_loss=0.05611, over 695518.87 frames. utt_duration=1293 frames, utt_pad_proportion=0.05266, over 2153.95 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2752, pruned_loss=0.05392, over 2304889.07 frames. utt_duration=498.4 frames, utt_pad_proportion=0.06413, over 18554.20 utterances.], batch size: 133, lr: 3.47e-04
2022-08-27 09:22:26,779 INFO [train.py:927] (3/8) Epoch 11, batch 650, giga_loss[loss=0.1978, simple_loss=0.2905, pruned_loss=0.05259, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03319, over 58.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2817, pruned_loss=0.0553, over 2379708.49 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0648, over 18482.14 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2888, pruned_loss=0.05629, over 704512.28 frames. utt_duration=1294 frames, utt_pad_proportion=0.05188, over 2180.18 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2795, pruned_loss=0.05476, over 2341922.15 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06565, over 19212.47 utterances.], batch size: 58, lr: 3.47e-04
2022-08-27 09:24:05,144 INFO [train.py:927] (3/8) Epoch 11, batch 700, giga_loss[loss=0.2007, simple_loss=0.2936, pruned_loss=0.05389, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2854, pruned_loss=0.05759, over 2400669.32 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06523, over 17763.05 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2887, pruned_loss=0.0569, over 799181.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.07584, over 2605.33 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2835, pruned_loss=0.057, over 2365669.42 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06293, over 18777.28 utterances.], batch size: 58, lr: 3.47e-04
2022-08-27 09:25:46,811 INFO [train.py:927] (3/8) Epoch 11, batch 750, giga_loss[loss=0.2136, simple_loss=0.3026, pruned_loss=0.06227, over 12470.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02943, over 55.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2895, pruned_loss=0.05964, over 2416488.25 frames. utt_duration=558 frames, utt_pad_proportion=0.0686, over 17369.18 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2888, pruned_loss=0.05697, over 856700.04 frames. utt_duration=1204 frames, utt_pad_proportion=0.08223, over 2848.62 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2879, pruned_loss=0.05923, over 2386436.05 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06546, over 18434.34 utterances.], batch size: 55, lr: 3.47e-04
2022-08-27 09:27:28,997 INFO [train.py:927] (3/8) Epoch 11, batch 800, giga_loss[loss=0.204, simple_loss=0.3005, pruned_loss=0.05372, over 12446.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.04091, over 26.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2934, pruned_loss=0.06065, over 2428650.84 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06493, over 17287.49 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.05624, over 896427.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.07805, over 2944.34 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2926, pruned_loss=0.06064, over 2403796.81 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06307, over 18362.16 utterances.], batch size: 26, lr: 3.47e-04
2022-08-27 09:29:11,388 INFO [train.py:927] (3/8) Epoch 11, batch 850, giga_loss[loss=0.2082, simple_loss=0.294, pruned_loss=0.0612, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.0387, over 37.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06089, over 2438337.06 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06345, over 16903.08 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2872, pruned_loss=0.05617, over 935425.97 frames. utt_duration=1231 frames, utt_pad_proportion=0.07447, over 3043.67 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2953, pruned_loss=0.06101, over 2417645.43 frames. utt_duration=539 frames, utt_pad_proportion=0.06248, over 17992.56 utterances.], batch size: 37, lr: 3.47e-04
2022-08-27 09:30:49,680 INFO [train.py:927] (3/8) Epoch 11, batch 900, giga_loss[loss=0.2139, simple_loss=0.3057, pruned_loss=0.06108, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2964, pruned_loss=0.06029, over 2445925.47 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06133, over 16822.93 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2886, pruned_loss=0.05603, over 965900.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.07154, over 3117.28 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2958, pruned_loss=0.06051, over 2428965.28 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06107, over 17865.64 utterances.], batch size: 66, lr: 3.47e-04
2022-08-27 09:32:32,290 INFO [train.py:927] (3/8) Epoch 11, batch 950, giga_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06011, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2982, pruned_loss=0.06263, over 2451047.64 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06341, over 16987.87 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2888, pruned_loss=0.05598, over 995823.56 frames. utt_duration=1240 frames, utt_pad_proportion=0.06898, over 3216.23 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2979, pruned_loss=0.06296, over 2437139.34 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06347, over 17981.64 utterances.], batch size: 34, lr: 3.47e-04
2022-08-27 09:34:13,505 INFO [train.py:927] (3/8) Epoch 11, batch 1000, giga_loss[loss=0.2117, simple_loss=0.3005, pruned_loss=0.06147, over 12407.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.213, simple_loss=0.298, pruned_loss=0.064, over 2454827.96 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06393, over 17215.61 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.288, pruned_loss=0.05558, over 1031930.69 frames. utt_duration=1251 frames, utt_pad_proportion=0.06594, over 3302.83 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2983, pruned_loss=0.06458, over 2443690.05 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06437, over 18231.60 utterances.], batch size: 133, lr: 3.47e-04
2022-08-27 09:35:52,487 INFO [train.py:927] (3/8) Epoch 11, batch 1050, giga_loss[loss=0.2108, simple_loss=0.3019, pruned_loss=0.05982, over 12382.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2966, pruned_loss=0.06372, over 2458455.17 frames. utt_duration=588.5 frames, utt_pad_proportion=0.06211, over 16751.92 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2873, pruned_loss=0.05544, over 1074022.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.06334, over 3402.35 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2973, pruned_loss=0.06445, over 2449603.32 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06295, over 17825.94 utterances.], batch size: 113, lr: 3.47e-04
2022-08-27 09:37:38,637 INFO [train.py:927] (3/8) Epoch 11, batch 1100, giga_loss[loss=0.1983, simple_loss=0.2834, pruned_loss=0.0566, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2959, pruned_loss=0.063, over 2461351.86 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06572, over 17174.83 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2872, pruned_loss=0.05517, over 1115087.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.07004, over 3581.50 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2967, pruned_loss=0.0639, over 2454235.93 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06508, over 18232.23 utterances.], batch size: 133, lr: 3.47e-04
2022-08-27 09:39:18,599 INFO [train.py:927] (3/8) Epoch 11, batch 1150, giga_loss[loss=0.1925, simple_loss=0.2737, pruned_loss=0.05569, over 12381.00 frames. utt_duration=307.1 frames, utt_pad_proportion=0.05796, over 162.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2926, pruned_loss=0.06193, over 2464414.93 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06928, over 17759.94 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2873, pruned_loss=0.0553, over 1135267.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.06824, over 3637.52 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2933, pruned_loss=0.06267, over 2458738.15 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06889, over 18725.54 utterances.], batch size: 162, lr: 3.46e-04
2022-08-27 09:41:00,358 INFO [train.py:927] (3/8) Epoch 11, batch 1200, giga_loss[loss=0.1924, simple_loss=0.2801, pruned_loss=0.0523, over 12347.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2885, pruned_loss=0.06032, over 2466264.82 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07064, over 18474.35 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2872, pruned_loss=0.05536, over 1155085.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.07599, over 3764.90 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2891, pruned_loss=0.06097, over 2461816.00 frames. utt_duration=511 frames, utt_pad_proportion=0.06908, over 19325.09 utterances.], batch size: 62, lr: 3.46e-04
2022-08-27 09:42:42,227 INFO [train.py:927] (3/8) Epoch 11, batch 1250, giga_loss[loss=0.189, simple_loss=0.2754, pruned_loss=0.05128, over 12446.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03466, over 123.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2889, pruned_loss=0.06059, over 2468097.06 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06832, over 18589.80 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2877, pruned_loss=0.05531, over 1168180.52 frames. utt_duration=1232 frames, utt_pad_proportion=0.07474, over 3797.17 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2893, pruned_loss=0.06117, over 2464599.30 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0674, over 19369.32 utterances.], batch size: 123, lr: 3.46e-04
2022-08-27 09:44:25,221 INFO [train.py:927] (3/8) Epoch 11, batch 1300, giga_loss[loss=0.2003, simple_loss=0.2796, pruned_loss=0.06053, over 12431.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03075, over 80.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2862, pruned_loss=0.05966, over 2469286.69 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0677, over 18156.77 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2864, pruned_loss=0.05472, over 1200298.04 frames. utt_duration=1242 frames, utt_pad_proportion=0.07217, over 3871.62 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.287, pruned_loss=0.06047, over 2466549.61 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06736, over 19024.80 utterances.], batch size: 80, lr: 3.46e-04
2022-08-27 09:46:04,914 INFO [train.py:927] (3/8) Epoch 11, batch 1350, giga_loss[loss=0.2002, simple_loss=0.281, pruned_loss=0.05973, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2826, pruned_loss=0.05843, over 2469705.58 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06239, over 17115.23 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.285, pruned_loss=0.05413, over 1237530.12 frames. utt_duration=1257 frames, utt_pad_proportion=0.06916, over 3941.62 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2838, pruned_loss=0.05944, over 2467822.40 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06288, over 18106.45 utterances.], batch size: 80, lr: 3.46e-04
2022-08-27 09:47:46,559 INFO [train.py:927] (3/8) Epoch 11, batch 1400, libri_loss[loss=0.1757, simple_loss=0.2659, pruned_loss=0.04274, over 12404.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007614, over 30.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2797, pruned_loss=0.0573, over 2469357.23 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05769, over 16177.13 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2847, pruned_loss=0.0539, over 1268003.04 frames. utt_duration=1271 frames, utt_pad_proportion=0.06684, over 3996.47 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2806, pruned_loss=0.05831, over 2467878.44 frames. utt_duration=575 frames, utt_pad_proportion=0.05876, over 17213.49 utterances.], batch size: 30, lr: 3.46e-04
2022-08-27 09:49:28,806 INFO [train.py:927] (3/8) Epoch 11, batch 1450, giga_loss[loss=0.1919, simple_loss=0.2683, pruned_loss=0.05774, over 12416.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02444, over 48.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2776, pruned_loss=0.05665, over 2469665.16 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06152, over 16387.92 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2847, pruned_loss=0.05389, over 1303385.12 frames. utt_duration=1273 frames, utt_pad_proportion=0.0642, over 4101.47 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2783, pruned_loss=0.05754, over 2468691.66 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06259, over 17449.94 utterances.], batch size: 48, lr: 3.46e-04
2022-08-27 09:51:11,417 INFO [train.py:927] (3/8) Epoch 11, batch 1500, giga_loss[loss=0.1843, simple_loss=0.2701, pruned_loss=0.04929, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04284, over 114.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2753, pruned_loss=0.05573, over 2470448.04 frames. utt_duration=633.8 frames, utt_pad_proportion=0.0574, over 15626.97 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2845, pruned_loss=0.05387, over 1332276.03 frames. utt_duration=1275 frames, utt_pad_proportion=0.06201, over 4183.18 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2757, pruned_loss=0.05651, over 2469650.90 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05898, over 16658.43 utterances.], batch size: 114, lr: 3.46e-04
2022-08-27 09:52:53,380 INFO [train.py:927] (3/8) Epoch 11, batch 1550, giga_loss[loss=0.177, simple_loss=0.2634, pruned_loss=0.04527, over 12397.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0297, over 62.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2759, pruned_loss=0.05621, over 2471411.04 frames. utt_duration=634.9 frames, utt_pad_proportion=0.05511, over 15605.97 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2843, pruned_loss=0.05375, over 1354672.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.0622, over 4260.99 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2762, pruned_loss=0.05692, over 2470982.77 frames. utt_duration=598.4 frames, utt_pad_proportion=0.0564, over 16559.39 utterances.], batch size: 62, lr: 3.46e-04
2022-08-27 09:54:31,749 INFO [train.py:927] (3/8) Epoch 11, batch 1600, libri_loss[loss=0.1691, simple_loss=0.2535, pruned_loss=0.04237, over 12383.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006015, over 31.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2786, pruned_loss=0.05769, over 2471606.37 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05501, over 15498.70 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2836, pruned_loss=0.05357, over 1419203.63 frames. utt_duration=1293 frames, utt_pad_proportion=0.05749, over 4396.28 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2788, pruned_loss=0.05856, over 2471873.94 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05701, over 16769.44 utterances.], batch size: 31, lr: 3.46e-04
2022-08-27 09:56:14,324 INFO [train.py:927] (3/8) Epoch 11, batch 1650, giga_loss[loss=0.224, simple_loss=0.3129, pruned_loss=0.0675, over 12426.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02659, over 58.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2848, pruned_loss=0.06061, over 2472708.73 frames. utt_duration=597.2 frames, utt_pad_proportion=0.05877, over 16602.56 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2835, pruned_loss=0.05347, over 1424503.61 frames. utt_duration=1294 frames, utt_pad_proportion=0.05709, over 4408.30 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.285, pruned_loss=0.06138, over 2472885.25 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06014, over 17642.50 utterances.], batch size: 58, lr: 3.46e-04
2022-08-27 09:57:57,208 INFO [train.py:927] (3/8) Epoch 11, batch 1700, giga_loss[loss=0.2261, simple_loss=0.3014, pruned_loss=0.07543, over 12339.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2154, over 374.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2892, pruned_loss=0.06201, over 2472824.75 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06621, over 16977.83 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2833, pruned_loss=0.05346, over 1460622.86 frames. utt_duration=1300 frames, utt_pad_proportion=0.05493, over 4499.46 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2897, pruned_loss=0.0629, over 2473009.47 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06741, over 18124.03 utterances.], batch size: 374, lr: 3.46e-04
2022-08-27 09:59:39,146 INFO [train.py:927] (3/8) Epoch 11, batch 1750, giga_loss[loss=0.2088, simple_loss=0.2974, pruned_loss=0.06011, over 12367.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07124, over 211.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2956, pruned_loss=0.06523, over 2472933.66 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07322, over 18523.07 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2836, pruned_loss=0.05357, over 1480351.06 frames. utt_duration=1304 frames, utt_pad_proportion=0.05348, over 4546.14 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.296, pruned_loss=0.06607, over 2473404.49 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0742, over 19642.24 utterances.], batch size: 211, lr: 3.46e-04
2022-08-27 10:01:23,397 INFO [train.py:927] (3/8) Epoch 11, batch 1800, giga_loss[loss=0.1915, simple_loss=0.2829, pruned_loss=0.05007, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0312, over 58.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2939, pruned_loss=0.06348, over 2473227.89 frames. utt_duration=514 frames, utt_pad_proportion=0.07527, over 19302.41 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2832, pruned_loss=0.05345, over 1490297.65 frames. utt_duration=1308 frames, utt_pad_proportion=0.05285, over 4562.64 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2945, pruned_loss=0.06431, over 2473558.56 frames. utt_duration=489 frames, utt_pad_proportion=0.0761, over 20294.27 utterances.], batch size: 58, lr: 3.46e-04
2022-08-27 10:03:07,597 INFO [train.py:927] (3/8) Epoch 11, batch 1850, giga_loss[loss=0.2223, simple_loss=0.3056, pruned_loss=0.06952, over 12404.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2946, pruned_loss=0.06319, over 2473859.74 frames. utt_duration=528.4 frames, utt_pad_proportion=0.07154, over 18779.82 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2835, pruned_loss=0.05358, over 1510029.15 frames. utt_duration=1312 frames, utt_pad_proportion=0.0516, over 4608.96 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2951, pruned_loss=0.06396, over 2473917.45 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07277, over 19784.62 utterances.], batch size: 133, lr: 3.46e-04
2022-08-27 10:04:52,720 INFO [train.py:927] (3/8) Epoch 11, batch 1900, giga_loss[loss=0.2123, simple_loss=0.2928, pruned_loss=0.06586, over 12345.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03572, over 104.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2967, pruned_loss=0.06422, over 2473803.69 frames. utt_duration=540.4 frames, utt_pad_proportion=0.07095, over 18362.80 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2838, pruned_loss=0.05381, over 1529207.37 frames. utt_duration=1311 frames, utt_pad_proportion=0.05074, over 4672.20 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2972, pruned_loss=0.06489, over 2473801.19 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07233, over 19354.50 utterances.], batch size: 104, lr: 3.46e-04
2022-08-27 10:06:38,262 INFO [train.py:927] (3/8) Epoch 11, batch 1950, giga_loss[loss=0.2305, simple_loss=0.3087, pruned_loss=0.07616, over 12408.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03975, over 105.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.298, pruned_loss=0.0654, over 2474151.73 frames. utt_duration=548 frames, utt_pad_proportion=0.069, over 18108.67 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.284, pruned_loss=0.05397, over 1552695.57 frames. utt_duration=1302 frames, utt_pad_proportion=0.0504, over 4775.39 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06606, over 2474061.99 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07048, over 19105.89 utterances.], batch size: 105, lr: 3.46e-04
2022-08-27 10:08:22,986 INFO [train.py:927] (3/8) Epoch 11, batch 2000, giga_loss[loss=0.2199, simple_loss=0.312, pruned_loss=0.06394, over 12368.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3, pruned_loss=0.06685, over 2473859.92 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06954, over 18199.25 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.284, pruned_loss=0.05415, over 1561966.06 frames. utt_duration=1304 frames, utt_pad_proportion=0.04976, over 4797.57 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.06739, over 2473722.55 frames. utt_duration=520 frames, utt_pad_proportion=0.07089, over 19085.43 utterances.], batch size: 66, lr: 3.46e-04
2022-08-27 10:10:05,383 INFO [train.py:927] (3/8) Epoch 11, batch 2050, giga_loss[loss=0.2121, simple_loss=0.2906, pruned_loss=0.06682, over 12359.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03283, over 51.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3021, pruned_loss=0.0676, over 2473083.41 frames. utt_duration=552.3 frames, utt_pad_proportion=0.07122, over 17961.27 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2846, pruned_loss=0.05449, over 1584233.82 frames. utt_duration=1286 frames, utt_pad_proportion=0.05522, over 4933.48 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3026, pruned_loss=0.06813, over 2473248.22 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07133, over 18856.42 utterances.], batch size: 51, lr: 3.46e-04
2022-08-27 10:11:47,686 INFO [train.py:927] (3/8) Epoch 11, batch 2100, giga_loss[loss=0.2208, simple_loss=0.3015, pruned_loss=0.07007, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03698, over 113.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.301, pruned_loss=0.067, over 2472031.09 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06612, over 17008.47 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2842, pruned_loss=0.05428, over 1610279.35 frames. utt_duration=1291 frames, utt_pad_proportion=0.05334, over 4993.76 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.302, pruned_loss=0.06788, over 2472402.19 frames. utt_duration=551 frames, utt_pad_proportion=0.06707, over 17998.06 utterances.], batch size: 113, lr: 3.46e-04
2022-08-27 10:13:38,322 INFO [train.py:927] (3/8) Epoch 11, batch 2150, giga_loss[loss=0.2202, simple_loss=0.3063, pruned_loss=0.06704, over 12433.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03634, over 123.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.3005, pruned_loss=0.06732, over 2472636.87 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06456, over 16988.48 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2848, pruned_loss=0.05472, over 1627642.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.05876, over 5117.71 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3013, pruned_loss=0.068, over 2472705.65 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06414, over 17880.88 utterances.], batch size: 123, lr: 3.46e-04
2022-08-27 10:15:20,746 INFO [train.py:927] (3/8) Epoch 11, batch 2200, giga_loss[loss=0.2029, simple_loss=0.2905, pruned_loss=0.05762, over 12243.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2996, pruned_loss=0.06655, over 2471133.52 frames. utt_duration=626 frames, utt_pad_proportion=0.05932, over 15826.90 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2851, pruned_loss=0.05479, over 1644095.65 frames. utt_duration=1278 frames, utt_pad_proportion=0.05742, over 5153.08 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3003, pruned_loss=0.06726, over 2471462.80 frames. utt_duration=593.3 frames, utt_pad_proportion=0.0596, over 16705.12 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 10:17:04,029 INFO [train.py:927] (3/8) Epoch 11, batch 2250, giga_loss[loss=0.2045, simple_loss=0.2913, pruned_loss=0.05884, over 12432.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04104, over 26.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2996, pruned_loss=0.06598, over 2471371.22 frames. utt_duration=632.9 frames, utt_pad_proportion=0.05871, over 15657.01 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2849, pruned_loss=0.05471, over 1676495.88 frames. utt_duration=1278 frames, utt_pad_proportion=0.05642, over 5252.82 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3008, pruned_loss=0.06701, over 2471741.43 frames. utt_duration=595.2 frames, utt_pad_proportion=0.05927, over 16652.10 utterances.], batch size: 26, lr: 3.46e-04
2022-08-27 10:18:46,276 INFO [train.py:927] (3/8) Epoch 11, batch 2300, giga_loss[loss=0.2172, simple_loss=0.2936, pruned_loss=0.07038, over 12309.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02712, over 45.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06615, over 2471502.35 frames. utt_duration=646 frames, utt_pad_proportion=0.05752, over 15339.00 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.285, pruned_loss=0.05475, over 1700580.30 frames. utt_duration=1282 frames, utt_pad_proportion=0.05459, over 5313.36 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.301, pruned_loss=0.06724, over 2471331.70 frames. utt_duration=605.9 frames, utt_pad_proportion=0.0586, over 16355.06 utterances.], batch size: 45, lr: 3.46e-04
2022-08-27 10:20:30,818 INFO [train.py:927] (3/8) Epoch 11, batch 2350, giga_loss[loss=0.214, simple_loss=0.2973, pruned_loss=0.06536, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03723, over 33.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2981, pruned_loss=0.06522, over 2471419.10 frames. utt_duration=644.9 frames, utt_pad_proportion=0.05529, over 15364.52 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2851, pruned_loss=0.05459, over 1726827.60 frames. utt_duration=1287 frames, utt_pad_proportion=0.05259, over 5371.54 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2995, pruned_loss=0.06656, over 2471596.29 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05692, over 16456.40 utterances.], batch size: 33, lr: 3.46e-04
2022-08-27 10:22:13,524 INFO [train.py:927] (3/8) Epoch 11, batch 2400, giga_loss[loss=0.2927, simple_loss=0.3486, pruned_loss=0.1185, over 12378.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09796, over 256.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2966, pruned_loss=0.06486, over 2471626.98 frames. utt_duration=627.3 frames, utt_pad_proportion=0.06224, over 15797.73 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2853, pruned_loss=0.05463, over 1730583.46 frames. utt_duration=1287 frames, utt_pad_proportion=0.05228, over 5385.68 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2977, pruned_loss=0.06592, over 2471734.85 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06326, over 16688.18 utterances.], batch size: 256, lr: 3.46e-04
2022-08-27 10:23:57,685 INFO [train.py:927] (3/8) Epoch 11, batch 2450, giga_loss[loss=0.2041, simple_loss=0.2827, pruned_loss=0.06272, over 12415.00 frames. utt_duration=975.3 frames, utt_pad_proportion=0.02857, over 51.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2937, pruned_loss=0.06339, over 2472096.66 frames. utt_duration=638.9 frames, utt_pad_proportion=0.05828, over 15513.12 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2854, pruned_loss=0.05454, over 1752256.39 frames. utt_duration=1290 frames, utt_pad_proportion=0.05099, over 5441.52 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2947, pruned_loss=0.06454, over 2472441.96 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05979, over 16448.02 utterances.], batch size: 51, lr: 3.46e-04
2022-08-27 10:25:38,859 INFO [train.py:927] (3/8) Epoch 11, batch 2500, giga_loss[loss=0.1977, simple_loss=0.2883, pruned_loss=0.05352, over 12388.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05895, over 182.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2909, pruned_loss=0.06239, over 2473029.96 frames. utt_duration=646.4 frames, utt_pad_proportion=0.05712, over 15339.33 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2856, pruned_loss=0.05455, over 1773740.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.05001, over 5520.35 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2918, pruned_loss=0.06354, over 2473166.08 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05882, over 16295.41 utterances.], batch size: 182, lr: 3.46e-04
2022-08-27 10:27:24,175 INFO [train.py:927] (3/8) Epoch 11, batch 2550, giga_loss[loss=0.168, simple_loss=0.2552, pruned_loss=0.04037, over 12344.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04166, over 26.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2893, pruned_loss=0.0619, over 2473409.19 frames. utt_duration=619.7 frames, utt_pad_proportion=0.06309, over 16003.32 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.0551, over 1794677.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.05022, over 5623.08 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2896, pruned_loss=0.06267, over 2473313.73 frames. utt_duration=584.9 frames, utt_pad_proportion=0.06424, over 16957.33 utterances.], batch size: 26, lr: 3.46e-04
2022-08-27 10:29:08,691 INFO [train.py:927] (3/8) Epoch 11, batch 2600, giga_loss[loss=0.1813, simple_loss=0.2596, pruned_loss=0.05151, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2891, pruned_loss=0.06111, over 2473438.58 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05909, over 16154.43 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2862, pruned_loss=0.05513, over 1807888.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.04939, over 5652.40 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2895, pruned_loss=0.0618, over 2473584.24 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06051, over 17065.68 utterances.], batch size: 34, lr: 3.46e-04
2022-08-27 10:30:49,935 INFO [train.py:927] (3/8) Epoch 11, batch 2650, giga_loss[loss=0.2037, simple_loss=0.2939, pruned_loss=0.05673, over 12422.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2906, pruned_loss=0.06138, over 2473919.07 frames. utt_duration=599.5 frames, utt_pad_proportion=0.05982, over 16547.99 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2873, pruned_loss=0.05573, over 1827691.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.05328, over 5774.39 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2903, pruned_loss=0.06169, over 2473939.08 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05996, over 17474.84 utterances.], batch size: 75, lr: 3.45e-04
2022-08-27 10:32:30,820 INFO [train.py:927] (3/8) Epoch 11, batch 2700, giga_loss[loss=0.2124, simple_loss=0.3041, pruned_loss=0.06037, over 12450.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04098, over 114.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.29, pruned_loss=0.06048, over 2473191.54 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06404, over 17127.73 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2875, pruned_loss=0.05582, over 1837212.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.05251, over 5797.70 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2896, pruned_loss=0.06073, over 2473310.30 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06428, over 17993.53 utterances.], batch size: 114, lr: 3.45e-04
2022-08-27 10:34:11,225 INFO [train.py:927] (3/8) Epoch 11, batch 2750, giga_loss[loss=0.2143, simple_loss=0.3014, pruned_loss=0.06361, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07577, over 212.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2889, pruned_loss=0.06015, over 2472257.95 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06209, over 16456.28 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2876, pruned_loss=0.05606, over 1856175.62 frames. utt_duration=1274 frames, utt_pad_proportion=0.05097, over 5832.40 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2886, pruned_loss=0.06031, over 2472229.16 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06297, over 17412.51 utterances.], batch size: 212, lr: 3.45e-04
2022-08-27 10:35:54,385 INFO [train.py:927] (3/8) Epoch 11, batch 2800, giga_loss[loss=0.2876, simple_loss=0.3516, pruned_loss=0.1119, over 12368.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09858, over 256.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2918, pruned_loss=0.06141, over 2472988.04 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05898, over 17150.95 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2875, pruned_loss=0.056, over 1865363.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05071, over 5860.88 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2917, pruned_loss=0.06163, over 2472987.74 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05991, over 18027.17 utterances.], batch size: 256, lr: 3.45e-04
2022-08-27 10:37:39,452 INFO [train.py:927] (3/8) Epoch 11, batch 2850, giga_loss[loss=0.21, simple_loss=0.2975, pruned_loss=0.06125, over 12344.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02981, over 91.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2933, pruned_loss=0.06149, over 2473280.92 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05599, over 17047.00 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2874, pruned_loss=0.05587, over 1880374.92 frames. utt_duration=1279 frames, utt_pad_proportion=0.04952, over 5889.21 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06189, over 2473287.68 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05729, over 17984.13 utterances.], batch size: 91, lr: 3.45e-04
2022-08-27 10:39:21,056 INFO [train.py:927] (3/8) Epoch 11, batch 2900, giga_loss[loss=0.1771, simple_loss=0.2633, pruned_loss=0.0455, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2945, pruned_loss=0.06196, over 2473366.82 frames. utt_duration=587.3 frames, utt_pad_proportion=0.05364, over 16889.22 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2875, pruned_loss=0.05584, over 1886245.75 frames. utt_duration=1281 frames, utt_pad_proportion=0.04906, over 5895.29 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2946, pruned_loss=0.06234, over 2473408.05 frames. utt_duration=560 frames, utt_pad_proportion=0.05493, over 17714.41 utterances.], batch size: 28, lr: 3.45e-04
2022-08-27 10:41:01,150 INFO [train.py:927] (3/8) Epoch 11, batch 2950, giga_loss[loss=0.1934, simple_loss=0.2712, pruned_loss=0.05785, over 12180.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.03165, over 36.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2945, pruned_loss=0.06221, over 2473259.54 frames. utt_duration=566 frames, utt_pad_proportion=0.05687, over 17525.79 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2873, pruned_loss=0.05572, over 1894777.15 frames. utt_duration=1286 frames, utt_pad_proportion=0.0484, over 5898.86 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2948, pruned_loss=0.06268, over 2473491.62 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05795, over 18322.35 utterances.], batch size: 36, lr: 3.45e-04
2022-08-27 10:42:42,884 INFO [train.py:927] (3/8) Epoch 11, batch 3000, giga_loss[loss=0.211, simple_loss=0.2883, pruned_loss=0.06685, over 12164.00 frames. utt_duration=1873 frames, utt_pad_proportion=0.06119, over 26.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2932, pruned_loss=0.06184, over 2473077.13 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05454, over 17321.77 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2873, pruned_loss=0.05569, over 1908811.35 frames. utt_duration=1291 frames, utt_pad_proportion=0.04724, over 5923.17 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2935, pruned_loss=0.06236, over 2473506.39 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05591, over 18193.86 utterances.], batch size: 26, lr: 3.45e-04
2022-08-27 10:42:42,886 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 10:42:57,340 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.191, simple_loss=0.2943, pruned_loss=0.04385, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 10:44:36,315 INFO [train.py:927] (3/8) Epoch 11, batch 3050, giga_loss[loss=0.1881, simple_loss=0.2744, pruned_loss=0.05093, over 12319.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03271, over 28.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2938, pruned_loss=0.06114, over 2473872.18 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05726, over 17796.57 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2879, pruned_loss=0.05591, over 1922902.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.04724, over 5990.21 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06153, over 2474117.75 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05834, over 18701.40 utterances.], batch size: 28, lr: 3.45e-04
2022-08-27 10:46:16,306 INFO [train.py:927] (3/8) Epoch 11, batch 3100, giga_loss[loss=0.1976, simple_loss=0.2897, pruned_loss=0.05275, over 12404.00 frames. utt_duration=801.8 frames, utt_pad_proportion=0.02931, over 62.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2945, pruned_loss=0.06117, over 2474813.04 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05722, over 18274.47 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2881, pruned_loss=0.05594, over 1936756.77 frames. utt_duration=1288 frames, utt_pad_proportion=0.04609, over 6021.13 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2945, pruned_loss=0.06158, over 2474824.26 frames. utt_duration=516.3 frames, utt_pad_proportion=0.05846, over 19231.11 utterances.], batch size: 62, lr: 3.45e-04
2022-08-27 10:47:54,884 INFO [train.py:927] (3/8) Epoch 11, batch 3150, giga_loss[loss=0.1978, simple_loss=0.2804, pruned_loss=0.05763, over 12345.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.208, simple_loss=0.293, pruned_loss=0.06157, over 2474386.55 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05545, over 18256.22 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2884, pruned_loss=0.05616, over 1949579.49 frames. utt_duration=1286 frames, utt_pad_proportion=0.04593, over 6071.14 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2928, pruned_loss=0.06185, over 2474828.25 frames. utt_duration=515.8 frames, utt_pad_proportion=0.05665, over 19250.30 utterances.], batch size: 58, lr: 3.45e-04
2022-08-27 10:49:31,538 INFO [train.py:927] (3/8) Epoch 11, batch 3200, giga_loss[loss=0.2305, simple_loss=0.317, pruned_loss=0.07199, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06313, over 183.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2916, pruned_loss=0.06153, over 2474612.43 frames. utt_duration=544.2 frames, utt_pad_proportion=0.05588, over 18237.96 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.289, pruned_loss=0.05623, over 1967932.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.0456, over 6141.75 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2912, pruned_loss=0.06187, over 2474723.05 frames. utt_duration=512.7 frames, utt_pad_proportion=0.05709, over 19363.69 utterances.], batch size: 183, lr: 3.45e-04
2022-08-27 10:51:12,571 INFO [train.py:927] (3/8) Epoch 11, batch 3250, giga_loss[loss=0.2072, simple_loss=0.2831, pruned_loss=0.06565, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02585, over 48.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2886, pruned_loss=0.06086, over 2474984.93 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06046, over 18043.74 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.289, pruned_loss=0.05641, over 1985110.17 frames. utt_duration=1289 frames, utt_pad_proportion=0.04436, over 6167.11 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2884, pruned_loss=0.06119, over 2475359.86 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06165, over 19298.21 utterances.], batch size: 48, lr: 3.45e-04
2022-08-27 10:52:52,505 INFO [train.py:927] (3/8) Epoch 11, batch 3300, giga_loss[loss=0.2005, simple_loss=0.2982, pruned_loss=0.05136, over 12455.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2848, pruned_loss=0.0596, over 2474429.60 frames. utt_duration=559 frames, utt_pad_proportion=0.05926, over 17754.68 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2892, pruned_loss=0.05652, over 1990061.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.04396, over 6182.41 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2845, pruned_loss=0.05982, over 2474667.89 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06047, over 18828.41 utterances.], batch size: 75, lr: 3.45e-04
2022-08-27 10:54:32,137 INFO [train.py:927] (3/8) Epoch 11, batch 3350, giga_loss[loss=0.2189, simple_loss=0.3071, pruned_loss=0.06532, over 12437.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03627, over 123.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2859, pruned_loss=0.06008, over 2473728.91 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05953, over 17346.34 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2902, pruned_loss=0.05707, over 2006685.34 frames. utt_duration=1279 frames, utt_pad_proportion=0.04524, over 6283.92 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2849, pruned_loss=0.05996, over 2473979.97 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0604, over 18471.61 utterances.], batch size: 123, lr: 3.45e-04
2022-08-27 10:56:12,069 INFO [train.py:927] (3/8) Epoch 11, batch 3400, giga_loss[loss=0.2315, simple_loss=0.3099, pruned_loss=0.07656, over 12421.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03309, over 80.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2877, pruned_loss=0.06027, over 2474199.09 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05653, over 17210.43 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2907, pruned_loss=0.05718, over 2018570.74 frames. utt_duration=1282 frames, utt_pad_proportion=0.04418, over 6305.66 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2864, pruned_loss=0.06015, over 2474107.19 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05783, over 18324.37 utterances.], batch size: 80, lr: 3.45e-04
2022-08-27 10:57:52,626 INFO [train.py:927] (3/8) Epoch 11, batch 3450, giga_loss[loss=0.2015, simple_loss=0.2879, pruned_loss=0.05756, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.29, pruned_loss=0.06128, over 2474222.42 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05739, over 16968.83 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2904, pruned_loss=0.05711, over 2031622.95 frames. utt_duration=1285 frames, utt_pad_proportion=0.04411, over 6333.70 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2891, pruned_loss=0.06135, over 2474570.28 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05858, over 18137.82 utterances.], batch size: 45, lr: 3.45e-04
2022-08-27 10:59:37,335 INFO [train.py:927] (3/8) Epoch 11, batch 3500, giga_loss[loss=0.2582, simple_loss=0.3437, pruned_loss=0.08634, over 12393.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04495, over 146.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2953, pruned_loss=0.06449, over 2474423.82 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05687, over 17335.25 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2906, pruned_loss=0.05713, over 2042663.05 frames. utt_duration=1283 frames, utt_pad_proportion=0.04328, over 6375.97 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2945, pruned_loss=0.06465, over 2474624.26 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05822, over 18470.48 utterances.], batch size: 146, lr: 3.45e-04
2022-08-27 11:01:20,112 INFO [train.py:927] (3/8) Epoch 11, batch 3550, giga_loss[loss=0.2774, simple_loss=0.3507, pruned_loss=0.1021, over 12410.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04378, over 146.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3008, pruned_loss=0.06768, over 2474684.42 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05965, over 18001.21 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2904, pruned_loss=0.05706, over 2049321.72 frames. utt_duration=1287 frames, utt_pad_proportion=0.04272, over 6377.34 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.06801, over 2474639.89 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06078, over 19058.61 utterances.], batch size: 146, lr: 3.45e-04
2022-08-27 11:03:06,270 INFO [train.py:927] (3/8) Epoch 11, batch 3600, giga_loss[loss=0.2652, simple_loss=0.3335, pruned_loss=0.09843, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03334, over 43.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3073, pruned_loss=0.07263, over 2474406.57 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06341, over 18394.64 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2898, pruned_loss=0.05686, over 2059620.27 frames. utt_duration=1295 frames, utt_pad_proportion=0.04204, over 6368.07 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3077, pruned_loss=0.07329, over 2474554.43 frames. utt_duration=509 frames, utt_pad_proportion=0.06445, over 19503.09 utterances.], batch size: 43, lr: 3.45e-04
2022-08-27 11:04:51,156 INFO [train.py:927] (3/8) Epoch 11, batch 3650, giga_loss[loss=0.2749, simple_loss=0.3487, pruned_loss=0.1006, over 12389.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04931, over 161.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3122, pruned_loss=0.07614, over 2473673.34 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06056, over 18592.78 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2901, pruned_loss=0.0569, over 2065723.82 frames. utt_duration=1296 frames, utt_pad_proportion=0.04147, over 6381.49 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3126, pruned_loss=0.07686, over 2473873.48 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06177, over 19618.18 utterances.], batch size: 161, lr: 3.45e-04
2022-08-27 11:06:35,664 INFO [train.py:927] (3/8) Epoch 11, batch 3700, giga_loss[loss=0.3718, simple_loss=0.4098, pruned_loss=0.1669, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3196, pruned_loss=0.08265, over 2474382.37 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06927, over 20142.12 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2906, pruned_loss=0.05709, over 2071716.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.04209, over 6423.62 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3198, pruned_loss=0.08337, over 2474626.80 frames. utt_duration=471 frames, utt_pad_proportion=0.06975, over 21081.76 utterances.], batch size: 259, lr: 3.45e-04
2022-08-27 11:08:24,356 INFO [train.py:927] (3/8) Epoch 11, batch 3750, giga_loss[loss=0.218, simple_loss=0.2947, pruned_loss=0.07064, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04634, over 34.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.322, pruned_loss=0.08464, over 2474225.85 frames. utt_duration=501.2 frames, utt_pad_proportion=0.0698, over 19804.29 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2906, pruned_loss=0.05716, over 2085333.17 frames. utt_duration=1292 frames, utt_pad_proportion=0.0419, over 6465.93 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3232, pruned_loss=0.08602, over 2474675.88 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07051, over 20954.20 utterances.], batch size: 34, lr: 3.45e-04
2022-08-27 11:10:08,108 INFO [train.py:927] (3/8) Epoch 11, batch 3800, giga_loss[loss=0.2915, simple_loss=0.3529, pruned_loss=0.115, over 12419.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05556, over 162.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3236, pruned_loss=0.08723, over 2475051.01 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07681, over 21409.22 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.291, pruned_loss=0.05739, over 2093075.44 frames. utt_duration=1279 frames, utt_pad_proportion=0.04702, over 6554.15 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3248, pruned_loss=0.0887, over 2475391.90 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07587, over 22520.32 utterances.], batch size: 162, lr: 3.45e-04
2022-08-27 11:11:51,384 INFO [train.py:927] (3/8) Epoch 11, batch 3850, giga_loss[loss=0.225, simple_loss=0.3023, pruned_loss=0.0739, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.325, pruned_loss=0.08831, over 2474957.59 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07643, over 21679.52 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2911, pruned_loss=0.05752, over 2104159.45 frames. utt_duration=1283 frames, utt_pad_proportion=0.04598, over 6565.44 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3268, pruned_loss=0.09021, over 2475427.23 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07617, over 22959.51 utterances.], batch size: 48, lr: 3.45e-04
2022-08-27 11:13:34,577 INFO [train.py:927] (3/8) Epoch 11, batch 3900, giga_loss[loss=0.2382, simple_loss=0.3172, pruned_loss=0.07965, over 12392.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02935, over 97.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3263, pruned_loss=0.08887, over 2475107.65 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07383, over 21859.83 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2912, pruned_loss=0.05761, over 2111431.76 frames. utt_duration=1286 frames, utt_pad_proportion=0.0452, over 6574.03 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3283, pruned_loss=0.09085, over 2475552.35 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0741, over 23131.62 utterances.], batch size: 97, lr: 3.45e-04
2022-08-27 11:15:16,174 INFO [train.py:927] (3/8) Epoch 11, batch 3950, giga_loss[loss=0.2395, simple_loss=0.3191, pruned_loss=0.07989, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06279, over 183.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3253, pruned_loss=0.08727, over 2475065.47 frames. utt_duration=442.6 frames, utt_pad_proportion=0.0768, over 22440.85 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.291, pruned_loss=0.05762, over 2118407.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.04457, over 6570.54 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.0894, over 2475654.67 frames. utt_duration=418.5 frames, utt_pad_proportion=0.07717, over 23743.86 utterances.], batch size: 183, lr: 3.45e-04
2022-08-27 11:16:57,366 INFO [train.py:927] (3/8) Epoch 11, batch 4000, libri_loss[loss=0.2968, simple_loss=0.3686, pruned_loss=0.1125, over 12434.00 frames. utt_duration=422.9 frames, utt_pad_proportion=0.3391, over 118.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3225, pruned_loss=0.08475, over 2475156.64 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07798, over 22492.06 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2913, pruned_loss=0.05783, over 2130313.83 frames. utt_duration=1265 frames, utt_pad_proportion=0.05461, over 6744.68 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3252, pruned_loss=0.08717, over 2475978.52 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07602, over 23880.14 utterances.], batch size: 118, lr: 3.45e-04
2022-08-27 11:18:38,217 INFO [train.py:927] (3/8) Epoch 11, batch 4050, libri_loss[loss=0.1645, simple_loss=0.2577, pruned_loss=0.03561, over 12233.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03432, over 27.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3207, pruned_loss=0.0834, over 2475287.11 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07982, over 22981.07 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2914, pruned_loss=0.05781, over 2138540.07 frames. utt_duration=1261 frames, utt_pad_proportion=0.05491, over 6790.56 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3234, pruned_loss=0.08594, over 2476242.86 frames. utt_duration=407.1 frames, utt_pad_proportion=0.07832, over 24418.89 utterances.], batch size: 27, lr: 3.45e-04
2022-08-27 11:20:25,458 INFO [train.py:927] (3/8) Epoch 11, batch 4100, giga_loss[loss=0.2166, simple_loss=0.2999, pruned_loss=0.06659, over 12251.00 frames. utt_duration=962.5 frames, utt_pad_proportion=0.04043, over 51.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3194, pruned_loss=0.08209, over 2475014.63 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07411, over 21695.69 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2924, pruned_loss=0.05837, over 2154658.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.05304, over 6845.52 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3222, pruned_loss=0.08487, over 2476098.94 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07405, over 23538.78 utterances.], batch size: 51, lr: 3.45e-04
2022-08-27 11:22:22,677 INFO [train.py:927] (3/8) Epoch 11, batch 4150, libri_loss[loss=0.2079, simple_loss=0.3034, pruned_loss=0.05621, over 12275.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007731, over 37.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3193, pruned_loss=0.08038, over 2474848.46 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07712, over 21999.69 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05821, over 2160828.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.053, over 6869.58 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3221, pruned_loss=0.08315, over 2475905.69 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07703, over 23725.58 utterances.], batch size: 37, lr: 3.45e-04
2022-08-27 11:24:07,692 INFO [train.py:927] (3/8) Epoch 11, batch 4200, giga_loss[loss=0.2312, simple_loss=0.314, pruned_loss=0.07421, over 12318.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03245, over 70.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3186, pruned_loss=0.07922, over 2474516.33 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07649, over 21269.52 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2923, pruned_loss=0.05827, over 2169864.78 frames. utt_duration=1259 frames, utt_pad_proportion=0.05265, over 6899.81 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3216, pruned_loss=0.082, over 2475639.23 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07682, over 23043.80 utterances.], batch size: 70, lr: 3.44e-04
2022-08-27 11:25:56,803 INFO [train.py:927] (3/8) Epoch 11, batch 4250, libri_loss[loss=0.189, simple_loss=0.298, pruned_loss=0.04002, over 12340.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01615, over 41.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3185, pruned_loss=0.07972, over 2474302.34 frames. utt_duration=464.3 frames, utt_pad_proportion=0.078, over 21382.97 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.05819, over 2174476.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.052, over 6908.28 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3212, pruned_loss=0.08229, over 2475141.17 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07843, over 22974.33 utterances.], batch size: 41, lr: 3.44e-04
2022-08-27 11:27:43,870 INFO [train.py:927] (3/8) Epoch 11, batch 4300, giga_loss[loss=0.2196, simple_loss=0.32, pruned_loss=0.05965, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02843, over 54.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3172, pruned_loss=0.07948, over 2474881.21 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07684, over 21064.47 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.05817, over 2176066.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05177, over 6910.74 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3194, pruned_loss=0.08159, over 2475465.80 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07734, over 22363.96 utterances.], batch size: 54, lr: 3.44e-04
2022-08-27 11:29:31,755 INFO [train.py:927] (3/8) Epoch 11, batch 4350, giga_loss[loss=0.1906, simple_loss=0.2776, pruned_loss=0.05179, over 12324.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03607, over 51.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3175, pruned_loss=0.07762, over 2474479.13 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07259, over 20405.23 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2945, pruned_loss=0.05843, over 2180722.72 frames. utt_duration=1262 frames, utt_pad_proportion=0.05109, over 6920.06 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3179, pruned_loss=0.07935, over 2474773.46 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07352, over 21604.36 utterances.], batch size: 51, lr: 3.44e-04
2022-08-27 11:31:18,890 INFO [train.py:927] (3/8) Epoch 11, batch 4400, giga_loss[loss=0.2636, simple_loss=0.3356, pruned_loss=0.09585, over 12425.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3151, pruned_loss=0.07632, over 2474280.19 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07161, over 20057.83 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2945, pruned_loss=0.05833, over 2187685.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05004, over 6916.08 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.316, pruned_loss=0.0782, over 2474764.53 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07286, over 21314.89 utterances.], batch size: 183, lr: 3.44e-04
2022-08-27 11:33:00,914 INFO [train.py:927] (3/8) Epoch 11, batch 4450, giga_loss[loss=0.219, simple_loss=0.2982, pruned_loss=0.06994, over 12419.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3146, pruned_loss=0.07711, over 2474414.02 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06944, over 20363.16 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2944, pruned_loss=0.05824, over 2195830.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.04894, over 6904.85 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3159, pruned_loss=0.07919, over 2475127.73 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07107, over 21752.96 utterances.], batch size: 105, lr: 3.44e-04
2022-08-27 11:34:47,013 INFO [train.py:927] (3/8) Epoch 11, batch 4500, giga_loss[loss=0.2598, simple_loss=0.3184, pruned_loss=0.1006, over 12348.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1981, over 366.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3134, pruned_loss=0.07746, over 2473978.60 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07433, over 20836.93 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05821, over 2200027.83 frames. utt_duration=1276 frames, utt_pad_proportion=0.04834, over 6907.29 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3148, pruned_loss=0.07936, over 2474510.85 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07557, over 22104.14 utterances.], batch size: 366, lr: 3.44e-04
2022-08-27 11:36:32,059 INFO [train.py:927] (3/8) Epoch 11, batch 4550, giga_loss[loss=0.2333, simple_loss=0.3156, pruned_loss=0.07556, over 12332.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03183, over 85.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3114, pruned_loss=0.07657, over 2474783.00 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06901, over 20042.32 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.0582, over 2202819.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.04798, over 6915.17 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07824, over 2475151.82 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07047, over 21152.17 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 11:38:14,843 INFO [train.py:927] (3/8) Epoch 11, batch 4600, giga_loss[loss=0.2315, simple_loss=0.3211, pruned_loss=0.07094, over 12349.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3124, pruned_loss=0.07621, over 2474213.96 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06509, over 19530.95 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2945, pruned_loss=0.05824, over 2209225.19 frames. utt_duration=1269 frames, utt_pad_proportion=0.04912, over 6973.60 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3136, pruned_loss=0.07792, over 2474796.63 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06632, over 20657.26 utterances.], batch size: 91, lr: 3.44e-04
2022-08-27 11:39:59,507 INFO [train.py:927] (3/8) Epoch 11, batch 4650, giga_loss[loss=0.2122, simple_loss=0.3011, pruned_loss=0.06162, over 12326.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03562, over 62.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3119, pruned_loss=0.07548, over 2474349.61 frames. utt_duration=532 frames, utt_pad_proportion=0.06256, over 18653.95 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2944, pruned_loss=0.0584, over 2221689.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.04713, over 6965.33 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3137, pruned_loss=0.07753, over 2475255.74 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06458, over 20129.01 utterances.], batch size: 62, lr: 3.44e-04
2022-08-27 11:41:46,437 INFO [train.py:927] (3/8) Epoch 11, batch 4700, giga_loss[loss=0.2359, simple_loss=0.3117, pruned_loss=0.08003, over 12439.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.03176, over 55.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3138, pruned_loss=0.07754, over 2474303.34 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06734, over 19343.36 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2946, pruned_loss=0.0584, over 2228013.52 frames. utt_duration=1280 frames, utt_pad_proportion=0.04614, over 6969.17 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3155, pruned_loss=0.07957, over 2474947.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06904, over 20783.80 utterances.], batch size: 55, lr: 3.44e-04
2022-08-27 11:43:29,751 INFO [train.py:927] (3/8) Epoch 11, batch 4750, giga_loss[loss=0.2131, simple_loss=0.2934, pruned_loss=0.06636, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02793, over 48.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3131, pruned_loss=0.07825, over 2474616.12 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07087, over 19499.23 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05853, over 2236484.53 frames. utt_duration=1273 frames, utt_pad_proportion=0.05018, over 7038.23 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08037, over 2475159.10 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07108, over 20975.97 utterances.], batch size: 48, lr: 3.44e-04
2022-08-27 11:45:14,573 INFO [train.py:927] (3/8) Epoch 11, batch 4800, giga_loss[loss=0.2376, simple_loss=0.3176, pruned_loss=0.07879, over 12387.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0595, over 182.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.314, pruned_loss=0.07953, over 2475205.58 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07223, over 19801.17 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2945, pruned_loss=0.0588, over 2243481.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.05349, over 7129.23 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3161, pruned_loss=0.08154, over 2475687.84 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07164, over 21229.49 utterances.], batch size: 182, lr: 3.44e-04
2022-08-27 11:46:54,642 INFO [train.py:927] (3/8) Epoch 11, batch 4850, giga_loss[loss=0.2258, simple_loss=0.3125, pruned_loss=0.06957, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07812, over 2474678.45 frames. utt_duration=505.8 frames, utt_pad_proportion=0.07144, over 19628.42 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05875, over 2252700.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.05206, over 7146.51 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3153, pruned_loss=0.08053, over 2474948.54 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0717, over 21235.83 utterances.], batch size: 146, lr: 3.44e-04
2022-08-27 11:48:36,556 INFO [train.py:927] (3/8) Epoch 11, batch 4900, giga_loss[loss=0.23, simple_loss=0.312, pruned_loss=0.07397, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3108, pruned_loss=0.07641, over 2474118.90 frames. utt_duration=514.6 frames, utt_pad_proportion=0.07005, over 19285.31 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2943, pruned_loss=0.05872, over 2258719.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05078, over 7136.18 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3134, pruned_loss=0.07886, over 2474853.97 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0709, over 20920.07 utterances.], batch size: 75, lr: 3.44e-04
2022-08-27 11:50:25,513 INFO [train.py:927] (3/8) Epoch 11, batch 4950, giga_loss[loss=0.2421, simple_loss=0.3297, pruned_loss=0.07722, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04607, over 146.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3094, pruned_loss=0.07555, over 2474463.17 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06448, over 18803.98 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05881, over 2263138.20 frames. utt_duration=1265 frames, utt_pad_proportion=0.05087, over 7166.02 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3116, pruned_loss=0.07773, over 2474923.26 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06568, over 20281.92 utterances.], batch size: 146, lr: 3.44e-04
2022-08-27 11:52:11,290 INFO [train.py:927] (3/8) Epoch 11, batch 5000, giga_loss[loss=0.3371, simple_loss=0.3814, pruned_loss=0.1464, over 12386.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.07761, over 2474817.87 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07142, over 19477.06 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2946, pruned_loss=0.05879, over 2266903.66 frames. utt_duration=1266 frames, utt_pad_proportion=0.05044, over 7168.61 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3149, pruned_loss=0.07971, over 2475582.81 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07221, over 20876.84 utterances.], batch size: 258, lr: 3.44e-04
2022-08-27 11:53:58,175 INFO [train.py:927] (3/8) Epoch 11, batch 5050, giga_loss[loss=0.2335, simple_loss=0.3206, pruned_loss=0.07322, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.317, pruned_loss=0.07818, over 2475451.01 frames. utt_duration=489 frames, utt_pad_proportion=0.07283, over 20310.12 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05892, over 2269000.59 frames. utt_duration=1264 frames, utt_pad_proportion=0.05032, over 7187.85 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3184, pruned_loss=0.07989, over 2476028.09 frames. utt_duration=462 frames, utt_pad_proportion=0.07348, over 21504.70 utterances.], batch size: 91, lr: 3.44e-04
2022-08-27 11:55:44,118 INFO [train.py:927] (3/8) Epoch 11, batch 5100, giga_loss[loss=0.2253, simple_loss=0.3077, pruned_loss=0.07151, over 12345.00 frames. utt_duration=668.8 frames, utt_pad_proportion=0.02648, over 74.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3172, pruned_loss=0.07917, over 2475645.14 frames. utt_duration=485 frames, utt_pad_proportion=0.07155, over 20480.78 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2942, pruned_loss=0.05867, over 2271858.22 frames. utt_duration=1269 frames, utt_pad_proportion=0.04982, over 7167.13 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3192, pruned_loss=0.08096, over 2476290.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07235, over 21608.46 utterances.], batch size: 74, lr: 3.44e-04
2022-08-27 11:57:30,990 INFO [train.py:927] (3/8) Epoch 11, batch 5150, giga_loss[loss=0.2351, simple_loss=0.3131, pruned_loss=0.07856, over 12336.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 97.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3162, pruned_loss=0.07957, over 2474805.92 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06739, over 19852.63 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2943, pruned_loss=0.05876, over 2276571.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.04917, over 7177.93 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3182, pruned_loss=0.08137, over 2475595.30 frames. utt_duration=472.4 frames, utt_pad_proportion=0.06859, over 21025.98 utterances.], batch size: 97, lr: 3.44e-04
2022-08-27 11:59:15,761 INFO [train.py:927] (3/8) Epoch 11, batch 5200, libri_loss[loss=0.2354, simple_loss=0.3186, pruned_loss=0.07606, over 12348.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01613, over 41.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3156, pruned_loss=0.0799, over 2474763.96 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07066, over 20095.60 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2944, pruned_loss=0.05855, over 2282803.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.04869, over 7166.11 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3178, pruned_loss=0.08221, over 2475960.25 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07186, over 21480.55 utterances.], batch size: 41, lr: 3.44e-04
2022-08-27 12:01:04,041 INFO [train.py:927] (3/8) Epoch 11, batch 5250, giga_loss[loss=0.2968, simple_loss=0.3686, pruned_loss=0.1125, over 12332.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02981, over 66.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07956, over 2474629.13 frames. utt_duration=501.5 frames, utt_pad_proportion=0.07251, over 19794.77 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2942, pruned_loss=0.05835, over 2286423.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.04804, over 7168.68 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08195, over 2475733.69 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07375, over 21126.22 utterances.], batch size: 66, lr: 3.44e-04
2022-08-27 12:02:48,943 INFO [train.py:927] (3/8) Epoch 11, batch 5300, giga_loss[loss=0.2108, simple_loss=0.2907, pruned_loss=0.06545, over 12401.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03888, over 37.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.314, pruned_loss=0.07956, over 2475170.71 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07327, over 19955.40 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.05836, over 2290264.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05142, over 7247.87 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3161, pruned_loss=0.08181, over 2475943.53 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07329, over 21167.16 utterances.], batch size: 37, lr: 3.44e-04
2022-08-27 12:04:31,568 INFO [train.py:927] (3/8) Epoch 11, batch 5350, giga_loss[loss=0.2352, simple_loss=0.322, pruned_loss=0.07417, over 12418.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02772, over 58.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.0792, over 2474799.01 frames. utt_duration=510 frames, utt_pad_proportion=0.06785, over 19468.63 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.294, pruned_loss=0.05833, over 2295463.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05123, over 7255.49 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3165, pruned_loss=0.08161, over 2475655.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06842, over 20769.22 utterances.], batch size: 58, lr: 3.44e-04
2022-08-27 12:06:18,658 INFO [train.py:927] (3/8) Epoch 11, batch 5400, libri_loss[loss=0.1972, simple_loss=0.2726, pruned_loss=0.06088, over 12451.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01044, over 29.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.0814, over 2474194.86 frames. utt_duration=500 frames, utt_pad_proportion=0.07304, over 19852.91 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.294, pruned_loss=0.0584, over 2298344.45 frames. utt_duration=1269 frames, utt_pad_proportion=0.05063, over 7250.64 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3181, pruned_loss=0.08353, over 2474682.68 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07346, over 21046.14 utterances.], batch size: 29, lr: 3.44e-04
2022-08-27 12:08:05,233 INFO [train.py:927] (3/8) Epoch 11, batch 5450, giga_loss[loss=0.1974, simple_loss=0.2887, pruned_loss=0.05309, over 12292.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02562, over 54.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3162, pruned_loss=0.08014, over 2473829.65 frames. utt_duration=487.8 frames, utt_pad_proportion=0.079, over 20345.79 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05823, over 2303251.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.04961, over 7241.17 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3189, pruned_loss=0.08259, over 2474481.95 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07957, over 21649.90 utterances.], batch size: 54, lr: 3.44e-04
2022-08-27 12:09:47,323 INFO [train.py:927] (3/8) Epoch 11, batch 5500, giga_loss[loss=0.2483, simple_loss=0.3236, pruned_loss=0.08647, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03952, over 133.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3194, pruned_loss=0.08161, over 2473729.41 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07997, over 21038.67 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05825, over 2308067.34 frames. utt_duration=1278 frames, utt_pad_proportion=0.04849, over 7233.22 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3221, pruned_loss=0.08412, over 2474436.24 frames. utt_duration=442.5 frames, utt_pad_proportion=0.0809, over 22440.40 utterances.], batch size: 133, lr: 3.44e-04
2022-08-27 12:11:29,811 INFO [train.py:927] (3/8) Epoch 11, batch 5550, giga_loss[loss=0.2266, simple_loss=0.3153, pruned_loss=0.06896, over 12335.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02993, over 66.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3197, pruned_loss=0.08123, over 2473401.35 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07555, over 20067.89 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05818, over 2314006.06 frames. utt_duration=1282 frames, utt_pad_proportion=0.04698, over 7231.07 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3227, pruned_loss=0.08416, over 2474479.58 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07744, over 21691.75 utterances.], batch size: 66, lr: 3.44e-04
2022-08-27 12:13:14,959 INFO [train.py:927] (3/8) Epoch 11, batch 5600, giga_loss[loss=0.2201, simple_loss=0.3098, pruned_loss=0.0652, over 12403.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3199, pruned_loss=0.08185, over 2473680.99 frames. utt_duration=470.9 frames, utt_pad_proportion=0.08296, over 21079.14 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2935, pruned_loss=0.05794, over 2319498.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.0457, over 7219.13 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3234, pruned_loss=0.08515, over 2474561.09 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08462, over 22815.18 utterances.], batch size: 113, lr: 3.44e-04
2022-08-27 12:15:00,372 INFO [train.py:927] (3/8) Epoch 11, batch 5650, giga_loss[loss=0.2483, simple_loss=0.3317, pruned_loss=0.08245, over 12348.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0325, over 85.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3206, pruned_loss=0.08148, over 2474111.81 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08568, over 22192.25 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.058, over 2323464.57 frames. utt_duration=1289 frames, utt_pad_proportion=0.04483, over 7220.70 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.324, pruned_loss=0.0846, over 2474680.82 frames. utt_duration=415.5 frames, utt_pad_proportion=0.0873, over 23908.04 utterances.], batch size: 85, lr: 3.44e-04
2022-08-27 12:16:46,537 INFO [train.py:927] (3/8) Epoch 11, batch 5700, giga_loss[loss=0.2304, simple_loss=0.3114, pruned_loss=0.07468, over 12413.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03315, over 40.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3209, pruned_loss=0.08149, over 2474433.77 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08406, over 22190.82 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05791, over 2327030.85 frames. utt_duration=1289 frames, utt_pad_proportion=0.04409, over 7227.04 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3242, pruned_loss=0.0846, over 2475053.21 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08598, over 23900.18 utterances.], batch size: 40, lr: 3.44e-04
2022-08-27 12:18:32,609 INFO [train.py:927] (3/8) Epoch 11, batch 5750, giga_loss[loss=0.2094, simple_loss=0.289, pruned_loss=0.06493, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03518, over 33.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3198, pruned_loss=0.08131, over 2474447.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.08514, over 22529.27 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.0578, over 2329663.45 frames. utt_duration=1293 frames, utt_pad_proportion=0.04344, over 7212.59 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3233, pruned_loss=0.08432, over 2475217.18 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08694, over 24180.22 utterances.], batch size: 33, lr: 3.44e-04
2022-08-27 12:20:19,914 INFO [train.py:927] (3/8) Epoch 11, batch 5800, giga_loss[loss=0.3088, simple_loss=0.3559, pruned_loss=0.1309, over 12406.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3164, pruned_loss=0.08023, over 2474798.54 frames. utt_duration=459.7 frames, utt_pad_proportion=0.08257, over 21602.00 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.05758, over 2332974.52 frames. utt_duration=1300 frames, utt_pad_proportion=0.04268, over 7187.54 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3203, pruned_loss=0.08332, over 2475652.46 frames. utt_duration=427 frames, utt_pad_proportion=0.08467, over 23267.71 utterances.], batch size: 259, lr: 3.43e-04
2022-08-27 12:22:04,871 INFO [train.py:927] (3/8) Epoch 11, batch 5850, libri_loss[loss=0.227, simple_loss=0.3147, pruned_loss=0.06971, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.008029, over 37.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3157, pruned_loss=0.08067, over 2474930.81 frames. utt_duration=454 frames, utt_pad_proportion=0.08514, over 21873.50 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05761, over 2337899.27 frames. utt_duration=1294 frames, utt_pad_proportion=0.04294, over 7235.94 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08385, over 2475592.93 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08708, over 23640.40 utterances.], batch size: 37, lr: 3.43e-04
2022-08-27 12:23:44,814 INFO [train.py:927] (3/8) Epoch 11, batch 5900, giga_loss[loss=0.2086, simple_loss=0.301, pruned_loss=0.05808, over 12380.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04162, over 133.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3139, pruned_loss=0.07918, over 2474522.69 frames. utt_duration=446 frames, utt_pad_proportion=0.08417, over 22265.29 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2924, pruned_loss=0.05747, over 2339144.84 frames. utt_duration=1296 frames, utt_pad_proportion=0.04264, over 7225.61 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3172, pruned_loss=0.08197, over 2475135.73 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08591, over 23780.16 utterances.], batch size: 133, lr: 3.43e-04
2022-08-27 12:25:28,803 INFO [train.py:927] (3/8) Epoch 11, batch 5950, giga_loss[loss=0.235, simple_loss=0.3132, pruned_loss=0.07841, over 12400.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04367, over 146.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3124, pruned_loss=0.07751, over 2474754.16 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08392, over 22913.94 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2925, pruned_loss=0.05737, over 2342412.55 frames. utt_duration=1297 frames, utt_pad_proportion=0.04179, over 7232.82 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3153, pruned_loss=0.0803, over 2475330.38 frames. utt_duration=405.9 frames, utt_pad_proportion=0.08584, over 24485.42 utterances.], batch size: 146, lr: 3.43e-04
2022-08-27 12:27:17,909 INFO [train.py:927] (3/8) Epoch 11, batch 6000, giga_loss[loss=0.2222, simple_loss=0.3066, pruned_loss=0.06892, over 12374.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3112, pruned_loss=0.07847, over 2474573.71 frames. utt_duration=437.8 frames, utt_pad_proportion=0.08654, over 22685.50 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2932, pruned_loss=0.05745, over 2344963.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04117, over 7232.07 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3134, pruned_loss=0.08098, over 2475108.90 frames. utt_duration=410.2 frames, utt_pad_proportion=0.08835, over 24219.48 utterances.], batch size: 58, lr: 3.43e-04
2022-08-27 12:27:17,910 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 12:27:31,826 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.1828, simple_loss=0.2912, pruned_loss=0.03721, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 12:29:13,683 INFO [train.py:927] (3/8) Epoch 11, batch 6050, giga_loss[loss=0.2651, simple_loss=0.3421, pruned_loss=0.09406, over 12352.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03211, over 85.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3122, pruned_loss=0.07869, over 2474791.13 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08536, over 22222.00 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.293, pruned_loss=0.0574, over 2345652.56 frames. utt_duration=1300 frames, utt_pad_proportion=0.04103, over 7225.91 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3142, pruned_loss=0.08081, over 2475170.30 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08699, over 23500.73 utterances.], batch size: 85, lr: 3.43e-04
2022-08-27 12:30:55,525 INFO [train.py:927] (3/8) Epoch 11, batch 6100, libri_loss[loss=0.2104, simple_loss=0.2995, pruned_loss=0.06069, over 12251.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004949, over 34.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07822, over 2474688.51 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08006, over 21975.60 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.0573, over 2348907.27 frames. utt_duration=1305 frames, utt_pad_proportion=0.04009, over 7206.36 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08054, over 2475492.37 frames. utt_duration=424.6 frames, utt_pad_proportion=0.08221, over 23401.83 utterances.], batch size: 34, lr: 3.43e-04
2022-08-27 12:32:50,708 INFO [train.py:927] (3/8) Epoch 11, batch 6150, giga_loss[loss=0.214, simple_loss=0.3005, pruned_loss=0.06372, over 12447.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03179, over 75.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3119, pruned_loss=0.07816, over 2474484.49 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08048, over 22003.45 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05714, over 2353868.08 frames. utt_duration=1305 frames, utt_pad_proportion=0.03905, over 7222.02 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3147, pruned_loss=0.08091, over 2475106.32 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08294, over 23671.58 utterances.], batch size: 75, lr: 3.43e-04
2022-08-27 12:34:35,107 INFO [train.py:927] (3/8) Epoch 11, batch 6200, giga_loss[loss=0.2432, simple_loss=0.3145, pruned_loss=0.08599, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03209, over 39.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3125, pruned_loss=0.07782, over 2474432.89 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07837, over 21628.30 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05696, over 2360134.70 frames. utt_duration=1312 frames, utt_pad_proportion=0.03755, over 7206.38 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3159, pruned_loss=0.08121, over 2474589.53 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08151, over 23687.84 utterances.], batch size: 39, lr: 3.43e-04
2022-08-27 12:36:19,013 INFO [train.py:927] (3/8) Epoch 11, batch 6250, giga_loss[loss=0.2104, simple_loss=0.2901, pruned_loss=0.06529, over 12380.00 frames. utt_duration=709 frames, utt_pad_proportion=0.0274, over 70.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.07998, over 2474780.79 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07734, over 21724.51 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05697, over 2361729.38 frames. utt_duration=1311 frames, utt_pad_proportion=0.03747, over 7216.23 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3181, pruned_loss=0.08295, over 2475007.58 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08013, over 23536.77 utterances.], batch size: 70, lr: 3.43e-04
2022-08-27 12:38:03,928 INFO [train.py:927] (3/8) Epoch 11, batch 6300, giga_loss[loss=0.2561, simple_loss=0.3354, pruned_loss=0.08839, over 12424.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05191, over 162.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3156, pruned_loss=0.07931, over 2474305.21 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07497, over 21358.70 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.0569, over 2363265.09 frames. utt_duration=1312 frames, utt_pad_proportion=0.03719, over 7215.01 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3184, pruned_loss=0.08203, over 2474618.89 frames. utt_duration=432 frames, utt_pad_proportion=0.07764, over 22987.79 utterances.], batch size: 162, lr: 3.43e-04
2022-08-27 12:39:48,601 INFO [train.py:927] (3/8) Epoch 11, batch 6350, giga_loss[loss=0.2121, simple_loss=0.2925, pruned_loss=0.06588, over 12365.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.029, over 70.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.07968, over 2474477.60 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07843, over 21682.66 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05685, over 2366384.92 frames. utt_duration=1314 frames, utt_pad_proportion=0.03646, over 7209.54 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.318, pruned_loss=0.08252, over 2474875.77 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08084, over 23383.33 utterances.], batch size: 70, lr: 3.43e-04
2022-08-27 12:41:30,795 INFO [train.py:927] (3/8) Epoch 11, batch 6400, giga_loss[loss=0.2153, simple_loss=0.2956, pruned_loss=0.0675, over 12268.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02734, over 54.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3135, pruned_loss=0.07891, over 2474090.03 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08294, over 21704.68 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2918, pruned_loss=0.05671, over 2370176.47 frames. utt_duration=1302 frames, utt_pad_proportion=0.04162, over 7289.12 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3168, pruned_loss=0.08215, over 2474819.45 frames. utt_duration=422.2 frames, utt_pad_proportion=0.08375, over 23528.91 utterances.], batch size: 54, lr: 3.43e-04
2022-08-27 12:43:14,274 INFO [train.py:927] (3/8) Epoch 11, batch 6450, giga_loss[loss=0.2479, simple_loss=0.3229, pruned_loss=0.08649, over 12395.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03702, over 113.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07909, over 2475206.44 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08062, over 21425.11 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.057, over 2372338.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04548, over 7366.56 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3161, pruned_loss=0.08181, over 2475714.80 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08062, over 23067.40 utterances.], batch size: 113, lr: 3.43e-04
2022-08-27 12:44:56,161 INFO [train.py:927] (3/8) Epoch 11, batch 6500, giga_loss[loss=0.2911, simple_loss=0.3392, pruned_loss=0.1215, over 12369.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3143, pruned_loss=0.08028, over 2475260.54 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08704, over 22165.80 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05723, over 2374004.70 frames. utt_duration=1285 frames, utt_pad_proportion=0.04613, over 7399.83 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3163, pruned_loss=0.08254, over 2475539.82 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08672, over 23630.99 utterances.], batch size: 368, lr: 3.43e-04
2022-08-27 12:46:38,159 INFO [train.py:927] (3/8) Epoch 11, batch 6550, giga_loss[loss=0.1958, simple_loss=0.2854, pruned_loss=0.05312, over 12253.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03164, over 45.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.08052, over 2475428.69 frames. utt_duration=465.9 frames, utt_pad_proportion=0.08155, over 21318.08 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05737, over 2376308.72 frames. utt_duration=1288 frames, utt_pad_proportion=0.04527, over 7386.86 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08276, over 2475841.83 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08214, over 22834.73 utterances.], batch size: 45, lr: 3.43e-04
2022-08-27 12:48:21,569 INFO [train.py:927] (3/8) Epoch 11, batch 6600, giga_loss[loss=0.2691, simple_loss=0.3394, pruned_loss=0.09937, over 12317.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3152, pruned_loss=0.08148, over 2475729.57 frames. utt_duration=453.5 frames, utt_pad_proportion=0.08192, over 21908.17 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05732, over 2377282.75 frames. utt_duration=1289 frames, utt_pad_proportion=0.0449, over 7383.98 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3172, pruned_loss=0.0835, over 2476080.44 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08255, over 23227.51 utterances.], batch size: 45, lr: 3.43e-04
2022-08-27 12:50:05,307 INFO [train.py:927] (3/8) Epoch 11, batch 6650, giga_loss[loss=0.2186, simple_loss=0.3055, pruned_loss=0.06583, over 12335.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03476, over 62.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3143, pruned_loss=0.08063, over 2475344.29 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08177, over 21576.53 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05728, over 2378610.55 frames. utt_duration=1292 frames, utt_pad_proportion=0.04439, over 7375.27 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3162, pruned_loss=0.08256, over 2475743.26 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08256, over 22815.05 utterances.], batch size: 62, lr: 3.43e-04
2022-08-27 12:51:50,111 INFO [train.py:927] (3/8) Epoch 11, batch 6700, giga_loss[loss=0.2597, simple_loss=0.3379, pruned_loss=0.09076, over 12440.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03115, over 80.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3146, pruned_loss=0.08052, over 2475172.87 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08306, over 21555.10 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05726, over 2382581.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.04934, over 7486.83 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3172, pruned_loss=0.08311, over 2475785.97 frames. utt_duration=430.9 frames, utt_pad_proportion=0.08295, over 23061.10 utterances.], batch size: 80, lr: 3.43e-04
2022-08-27 12:53:31,069 INFO [train.py:927] (3/8) Epoch 11, batch 6750, giga_loss[loss=0.2415, simple_loss=0.3131, pruned_loss=0.08499, over 12329.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03157, over 51.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3158, pruned_loss=0.08178, over 2474736.73 frames. utt_duration=464.1 frames, utt_pad_proportion=0.08374, over 21396.43 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05707, over 2384676.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.04847, over 7464.79 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3189, pruned_loss=0.08457, over 2475386.66 frames. utt_duration=433 frames, utt_pad_proportion=0.08414, over 22944.66 utterances.], batch size: 51, lr: 3.43e-04
2022-08-27 12:55:10,402 INFO [train.py:927] (3/8) Epoch 11, batch 6800, giga_loss[loss=0.2504, simple_loss=0.3069, pruned_loss=0.0969, over 12338.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2134, over 373.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3171, pruned_loss=0.08163, over 2474465.01 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08746, over 21742.63 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2922, pruned_loss=0.05724, over 2387556.52 frames. utt_duration=1274 frames, utt_pad_proportion=0.04873, over 7505.10 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.32, pruned_loss=0.0844, over 2474784.71 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08788, over 23340.33 utterances.], batch size: 373, lr: 3.43e-04
2022-08-27 12:56:50,742 INFO [train.py:927] (3/8) Epoch 11, batch 6850, giga_loss[loss=0.2411, simple_loss=0.3193, pruned_loss=0.0814, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.316, pruned_loss=0.08065, over 2474337.75 frames. utt_duration=460.3 frames, utt_pad_proportion=0.08384, over 21570.97 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05719, over 2389547.56 frames. utt_duration=1277 frames, utt_pad_proportion=0.04795, over 7495.04 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3187, pruned_loss=0.08333, over 2474352.19 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08482, over 23103.33 utterances.], batch size: 133, lr: 3.43e-04
2022-08-27 12:58:30,734 INFO [train.py:927] (3/8) Epoch 11, batch 6900, giga_loss[loss=0.2598, simple_loss=0.3402, pruned_loss=0.08975, over 12415.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3166, pruned_loss=0.08067, over 2474519.62 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07903, over 20614.66 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.05716, over 2391468.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.04822, over 7520.25 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.08326, over 2474314.97 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08027, over 22055.55 utterances.], batch size: 133, lr: 3.43e-04
2022-08-27 13:00:13,126 INFO [train.py:927] (3/8) Epoch 11, batch 6950, giga_loss[loss=0.2366, simple_loss=0.3137, pruned_loss=0.07974, over 12451.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08051, over 2474689.39 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07972, over 20259.38 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.0572, over 2394430.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.04743, over 7539.98 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.0834, over 2474787.05 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08133, over 21867.17 utterances.], batch size: 75, lr: 3.43e-04
2022-08-27 13:01:58,479 INFO [train.py:927] (3/8) Epoch 11, batch 7000, giga_loss[loss=0.2292, simple_loss=0.3081, pruned_loss=0.07519, over 12328.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04623, over 26.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3167, pruned_loss=0.08137, over 2474847.79 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07633, over 20085.32 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2924, pruned_loss=0.05719, over 2395727.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.04688, over 7528.97 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3192, pruned_loss=0.08396, over 2474856.53 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07813, over 21529.75 utterances.], batch size: 26, lr: 3.43e-04
2022-08-27 13:03:43,802 INFO [train.py:927] (3/8) Epoch 11, batch 7050, giga_loss[loss=0.202, simple_loss=0.2941, pruned_loss=0.0549, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3176, pruned_loss=0.08202, over 2475084.77 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07257, over 20399.19 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2924, pruned_loss=0.05719, over 2395877.56 frames. utt_duration=1275 frames, utt_pad_proportion=0.04671, over 7523.32 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3197, pruned_loss=0.08416, over 2475326.12 frames. utt_duration=460 frames, utt_pad_proportion=0.07427, over 21595.26 utterances.], batch size: 75, lr: 3.43e-04
2022-08-27 13:05:24,338 INFO [train.py:927] (3/8) Epoch 11, batch 7100, giga_loss[loss=0.254, simple_loss=0.3277, pruned_loss=0.09014, over 12358.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03163, over 97.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3174, pruned_loss=0.08125, over 2474450.39 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07145, over 19870.62 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2926, pruned_loss=0.05709, over 2398277.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.04557, over 7519.18 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3197, pruned_loss=0.08384, over 2474923.69 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07355, over 21234.03 utterances.], batch size: 97, lr: 3.43e-04
2022-08-27 13:07:08,709 INFO [train.py:927] (3/8) Epoch 11, batch 7150, giga_loss[loss=0.2509, simple_loss=0.3289, pruned_loss=0.08648, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03615, over 105.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3176, pruned_loss=0.08171, over 2475587.73 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07039, over 20057.65 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05719, over 2399902.88 frames. utt_duration=1266 frames, utt_pad_proportion=0.04928, over 7589.42 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3197, pruned_loss=0.08409, over 2475859.11 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07117, over 21296.38 utterances.], batch size: 105, lr: 3.43e-04
2022-08-27 13:08:52,491 INFO [train.py:927] (3/8) Epoch 11, batch 7200, giga_loss[loss=0.2145, simple_loss=0.2941, pruned_loss=0.06746, over 12431.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04034, over 114.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3155, pruned_loss=0.0805, over 2475718.77 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06917, over 20047.29 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05692, over 2401852.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.0485, over 7573.86 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3183, pruned_loss=0.0833, over 2476234.18 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07033, over 21395.62 utterances.], batch size: 114, lr: 3.43e-04
2022-08-27 13:10:37,638 INFO [train.py:927] (3/8) Epoch 11, batch 7250, giga_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07299, over 12240.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03725, over 28.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3114, pruned_loss=0.07877, over 2475028.76 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07197, over 19903.40 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2925, pruned_loss=0.05708, over 2403276.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.04815, over 7587.19 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3138, pruned_loss=0.08124, over 2475468.51 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07302, over 21181.72 utterances.], batch size: 28, lr: 3.43e-04
2022-08-27 13:12:22,900 INFO [train.py:927] (3/8) Epoch 11, batch 7300, giga_loss[loss=0.2001, simple_loss=0.2953, pruned_loss=0.05244, over 12348.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.0337, over 62.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3102, pruned_loss=0.07801, over 2474655.69 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06661, over 19419.28 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2928, pruned_loss=0.05712, over 2405002.24 frames. utt_duration=1265 frames, utt_pad_proportion=0.04802, over 7611.52 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3122, pruned_loss=0.08044, over 2475041.73 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06798, over 20686.75 utterances.], batch size: 62, lr: 3.43e-04
2022-08-27 13:14:10,053 INFO [train.py:927] (3/8) Epoch 11, batch 7350, giga_loss[loss=0.1935, simple_loss=0.2868, pruned_loss=0.05011, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3095, pruned_loss=0.07565, over 2475028.47 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06965, over 20673.26 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2929, pruned_loss=0.05711, over 2406600.83 frames. utt_duration=1268 frames, utt_pad_proportion=0.04723, over 7598.27 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3115, pruned_loss=0.07805, over 2475452.86 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07093, over 21963.55 utterances.], batch size: 97, lr: 3.42e-04
2022-08-27 13:15:51,754 INFO [train.py:927] (3/8) Epoch 11, batch 7400, giga_loss[loss=0.2128, simple_loss=0.2993, pruned_loss=0.06316, over 12357.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02891, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3079, pruned_loss=0.07302, over 2475511.22 frames. utt_duration=455 frames, utt_pad_proportion=0.06991, over 21831.09 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2929, pruned_loss=0.05711, over 2407226.20 frames. utt_duration=1269 frames, utt_pad_proportion=0.04688, over 7596.31 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3096, pruned_loss=0.07506, over 2475901.67 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07103, over 22971.73 utterances.], batch size: 91, lr: 3.42e-04
2022-08-27 13:17:40,332 INFO [train.py:927] (3/8) Epoch 11, batch 7450, giga_loss[loss=0.1982, simple_loss=0.3004, pruned_loss=0.04805, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02682, over 66.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3053, pruned_loss=0.06937, over 2475638.23 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07414, over 21674.87 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05727, over 2409049.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.05415, over 7731.81 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3069, pruned_loss=0.07123, over 2476111.68 frames. utt_duration=435 frames, utt_pad_proportion=0.07297, over 22845.79 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 13:19:22,127 INFO [train.py:927] (3/8) Epoch 11, batch 7500, giga_loss[loss=0.2261, simple_loss=0.3119, pruned_loss=0.07017, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3059, pruned_loss=0.06885, over 2476084.36 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07371, over 22217.39 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2933, pruned_loss=0.05738, over 2409876.31 frames. utt_duration=1251 frames, utt_pad_proportion=0.05352, over 7716.93 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3071, pruned_loss=0.07038, over 2476609.55 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07311, over 23366.78 utterances.], batch size: 133, lr: 3.42e-04
2022-08-27 13:21:06,196 INFO [train.py:927] (3/8) Epoch 11, batch 7550, giga_loss[loss=0.1898, simple_loss=0.2803, pruned_loss=0.04963, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03108, over 97.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3029, pruned_loss=0.06672, over 2475918.43 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07386, over 22122.90 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.0572, over 2412071.15 frames. utt_duration=1252 frames, utt_pad_proportion=0.05318, over 7713.40 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3047, pruned_loss=0.06851, over 2476711.49 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07368, over 23583.67 utterances.], batch size: 97, lr: 3.42e-04
2022-08-27 13:22:50,350 INFO [train.py:927] (3/8) Epoch 11, batch 7600, giga_loss[loss=0.1943, simple_loss=0.2808, pruned_loss=0.0539, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03238, over 80.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3028, pruned_loss=0.06633, over 2476003.03 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07609, over 23196.63 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2933, pruned_loss=0.05736, over 2413763.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.05744, over 7812.17 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.304, pruned_loss=0.06787, over 2476825.59 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07488, over 24688.37 utterances.], batch size: 80, lr: 3.42e-04
2022-08-27 13:24:32,589 INFO [train.py:927] (3/8) Epoch 11, batch 7650, libri_loss[loss=0.2283, simple_loss=0.3203, pruned_loss=0.06811, over 12457.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008408, over 39.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3018, pruned_loss=0.0651, over 2476324.39 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07425, over 23203.84 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2938, pruned_loss=0.05757, over 2415254.46 frames. utt_duration=1227 frames, utt_pad_proportion=0.06067, over 7882.56 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3025, pruned_loss=0.06633, over 2477036.16 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07252, over 24691.45 utterances.], batch size: 39, lr: 3.42e-04
2022-08-27 13:26:16,778 INFO [train.py:927] (3/8) Epoch 11, batch 7700, giga_loss[loss=0.2158, simple_loss=0.2993, pruned_loss=0.06614, over 12434.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03665, over 123.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2981, pruned_loss=0.0628, over 2476194.49 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07178, over 23453.66 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2935, pruned_loss=0.05738, over 2416183.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06013, over 7871.30 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2991, pruned_loss=0.06402, over 2476742.49 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07075, over 24839.11 utterances.], batch size: 123, lr: 3.42e-04
2022-08-27 13:27:57,824 INFO [train.py:927] (3/8) Epoch 11, batch 7750, giga_loss[loss=0.1982, simple_loss=0.2993, pruned_loss=0.0486, over 12418.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.034, over 75.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2971, pruned_loss=0.06274, over 2476604.16 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06943, over 23349.21 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2935, pruned_loss=0.05751, over 2417757.76 frames. utt_duration=1235 frames, utt_pad_proportion=0.05866, over 7840.42 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.298, pruned_loss=0.06378, over 2477489.10 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06926, over 24985.48 utterances.], batch size: 75, lr: 3.42e-04
2022-08-27 13:29:51,752 INFO [train.py:927] (3/8) Epoch 11, batch 7800, giga_loss[loss=0.1937, simple_loss=0.2856, pruned_loss=0.05095, over 12381.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03003, over 62.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2979, pruned_loss=0.06263, over 2476639.62 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07437, over 24642.69 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.294, pruned_loss=0.05771, over 2419063.23 frames. utt_duration=1227 frames, utt_pad_proportion=0.06174, over 7897.69 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2983, pruned_loss=0.06343, over 2477747.52 frames. utt_duration=377.5 frames, utt_pad_proportion=0.0733, over 26352.97 utterances.], batch size: 62, lr: 3.42e-04
2022-08-27 13:31:50,087 INFO [train.py:927] (3/8) Epoch 11, batch 7850, libri_loss[loss=0.2338, simple_loss=0.3209, pruned_loss=0.07332, over 12420.00 frames. utt_duration=422.5 frames, utt_pad_proportion=0.3398, over 118.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2983, pruned_loss=0.06228, over 2476887.71 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07252, over 24689.31 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.05787, over 2420448.27 frames. utt_duration=1220 frames, utt_pad_proportion=0.06486, over 7943.19 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2986, pruned_loss=0.06292, over 2478061.81 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07091, over 26487.43 utterances.], batch size: 118, lr: 3.42e-04
2022-08-27 13:33:53,599 INFO [train.py:927] (3/8) Epoch 11, batch 7900, giga_loss[loss=0.1906, simple_loss=0.2849, pruned_loss=0.04815, over 12394.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2965, pruned_loss=0.06065, over 2477065.17 frames. utt_duration=396 frames, utt_pad_proportion=0.07039, over 25109.20 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.0579, over 2421080.39 frames. utt_duration=1222 frames, utt_pad_proportion=0.06436, over 7933.76 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2967, pruned_loss=0.06117, over 2477925.72 frames. utt_duration=373 frames, utt_pad_proportion=0.06939, over 26673.72 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 13:36:05,081 INFO [train.py:927] (3/8) Epoch 11, batch 7950, libri_loss[loss=0.1734, simple_loss=0.2604, pruned_loss=0.04319, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008155, over 30.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2938, pruned_loss=0.05927, over 2476839.59 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06937, over 24806.72 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2941, pruned_loss=0.05794, over 2422121.54 frames. utt_duration=1223 frames, utt_pad_proportion=0.06396, over 7932.54 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.294, pruned_loss=0.0597, over 2477846.07 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06875, over 26441.14 utterances.], batch size: 30, lr: 3.42e-04
2022-08-27 13:38:01,980 INFO [train.py:927] (3/8) Epoch 11, batch 8000, giga_loss[loss=0.222, simple_loss=0.3105, pruned_loss=0.06671, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03032, over 70.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.0584, over 2476966.44 frames. utt_duration=396 frames, utt_pad_proportion=0.06931, over 25102.60 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2939, pruned_loss=0.0579, over 2422781.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.06307, over 7898.09 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2927, pruned_loss=0.0588, over 2478140.20 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06909, over 26728.95 utterances.], batch size: 70, lr: 3.42e-04
2022-08-27 13:40:10,872 INFO [train.py:927] (3/8) Epoch 11, batch 8050, giga_loss[loss=0.1905, simple_loss=0.282, pruned_loss=0.0495, over 12371.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02889, over 91.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2939, pruned_loss=0.05865, over 2476917.69 frames. utt_duration=383.5 frames, utt_pad_proportion=0.07096, over 25920.86 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2941, pruned_loss=0.05804, over 2423697.98 frames. utt_duration=1231 frames, utt_pad_proportion=0.06208, over 7882.30 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.294, pruned_loss=0.05884, over 2478004.36 frames. utt_duration=361 frames, utt_pad_proportion=0.071, over 27552.21 utterances.], batch size: 91, lr: 3.42e-04
2022-08-27 13:42:20,307 INFO [train.py:927] (3/8) Epoch 11, batch 8100, giga_loss[loss=0.2187, simple_loss=0.3056, pruned_loss=0.06597, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04583, over 146.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2927, pruned_loss=0.05817, over 2476779.17 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06954, over 25201.83 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.05808, over 2424258.51 frames. utt_duration=1234 frames, utt_pad_proportion=0.06115, over 7866.75 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2927, pruned_loss=0.0583, over 2478085.25 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06994, over 26822.80 utterances.], batch size: 146, lr: 3.42e-04
2022-08-27 13:44:28,992 INFO [train.py:927] (3/8) Epoch 11, batch 8150, giga_loss[loss=0.2184, simple_loss=0.319, pruned_loss=0.05883, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02494, over 48.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2956, pruned_loss=0.05871, over 2477153.54 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06906, over 25160.66 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05815, over 2425461.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.05976, over 7832.12 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2956, pruned_loss=0.05879, over 2478524.80 frames. utt_duration=369 frames, utt_pad_proportion=0.06983, over 26961.57 utterances.], batch size: 48, lr: 3.42e-04
2022-08-27 13:46:32,542 INFO [train.py:927] (3/8) Epoch 11, batch 8200, giga_loss[loss=0.2097, simple_loss=0.3089, pruned_loss=0.05523, over 12361.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02928, over 91.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2965, pruned_loss=0.05789, over 2476810.98 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06982, over 24525.07 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.0583, over 2426696.42 frames. utt_duration=1233 frames, utt_pad_proportion=0.06303, over 7882.61 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2965, pruned_loss=0.05783, over 2478400.27 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06958, over 26465.75 utterances.], batch size: 91, lr: 3.42e-04
2022-08-27 13:48:42,339 INFO [train.py:927] (3/8) Epoch 11, batch 8250, giga_loss[loss=0.188, simple_loss=0.2685, pruned_loss=0.05377, over 12422.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03601, over 43.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2962, pruned_loss=0.05759, over 2477301.56 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06889, over 24643.88 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.05825, over 2426845.94 frames. utt_duration=1231 frames, utt_pad_proportion=0.06305, over 7894.20 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2962, pruned_loss=0.05758, over 2478626.60 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06876, over 26219.77 utterances.], batch size: 43, lr: 3.42e-04
2022-08-27 13:51:10,327 INFO [train.py:927] (3/8) Epoch 11, batch 8300, giga_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05854, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03409, over 51.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2956, pruned_loss=0.05799, over 2476125.08 frames. utt_duration=415 frames, utt_pad_proportion=0.06715, over 23934.49 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.05806, over 2427672.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06256, over 7871.81 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2962, pruned_loss=0.05813, over 2477785.05 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25661.21 utterances.], batch size: 51, lr: 3.42e-04
2022-08-27 13:53:18,887 INFO [train.py:927] (3/8) Epoch 11, batch 8350, giga_loss[loss=0.1851, simple_loss=0.2679, pruned_loss=0.05117, over 12391.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1989, over 367.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2932, pruned_loss=0.0575, over 2476709.47 frames. utt_duration=411 frames, utt_pad_proportion=0.06985, over 24175.95 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05822, over 2429209.95 frames. utt_duration=1237 frames, utt_pad_proportion=0.06143, over 7861.64 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2935, pruned_loss=0.05748, over 2477960.40 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07015, over 26015.30 utterances.], batch size: 367, lr: 3.42e-04
2022-08-27 13:55:23,690 INFO [train.py:927] (3/8) Epoch 11, batch 8400, giga_loss[loss=0.2111, simple_loss=0.3038, pruned_loss=0.05924, over 12386.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.0564, over 2476359.11 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07525, over 24854.51 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2936, pruned_loss=0.05793, over 2430545.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06012, over 7847.33 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.0566, over 2478043.89 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07554, over 27008.04 utterances.], batch size: 213, lr: 3.42e-04
2022-08-27 13:57:28,679 INFO [train.py:927] (3/8) Epoch 11, batch 8450, giga_loss[loss=0.1872, simple_loss=0.2734, pruned_loss=0.0505, over 12427.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03558, over 105.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2923, pruned_loss=0.05734, over 2476635.52 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07252, over 24538.68 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05786, over 2430979.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.05989, over 7846.46 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05753, over 2478609.15 frames. utt_duration=373.5 frames, utt_pad_proportion=0.07308, over 26626.05 utterances.], batch size: 105, lr: 3.42e-04
2022-08-27 13:59:26,085 INFO [train.py:927] (3/8) Epoch 11, batch 8500, giga_loss[loss=0.194, simple_loss=0.2873, pruned_loss=0.05037, over 12369.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03674, over 113.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2921, pruned_loss=0.05792, over 2477267.38 frames. utt_duration=411.8 frames, utt_pad_proportion=0.07032, over 24130.50 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05784, over 2432545.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.05826, over 7820.18 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2924, pruned_loss=0.05809, over 2478876.86 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07144, over 26347.02 utterances.], batch size: 113, lr: 3.42e-04
2022-08-27 14:01:39,877 INFO [train.py:927] (3/8) Epoch 11, batch 8550, giga_loss[loss=0.2014, simple_loss=0.2949, pruned_loss=0.05394, over 12421.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.058, over 2477639.43 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06988, over 24318.02 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2935, pruned_loss=0.05785, over 2433227.59 frames. utt_duration=1248 frames, utt_pad_proportion=0.05763, over 7809.93 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05812, over 2478912.01 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07101, over 26295.20 utterances.], batch size: 161, lr: 3.42e-04
2022-08-27 14:04:00,776 INFO [train.py:927] (3/8) Epoch 11, batch 8600, giga_loss[loss=0.1875, simple_loss=0.2735, pruned_loss=0.05076, over 12325.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02952, over 66.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05714, over 2477072.08 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06915, over 24327.65 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2936, pruned_loss=0.0579, over 2433561.11 frames. utt_duration=1245 frames, utt_pad_proportion=0.05772, over 7825.56 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2923, pruned_loss=0.0572, over 2478346.52 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07013, over 26077.67 utterances.], batch size: 66, lr: 3.42e-04
2022-08-27 14:06:06,846 INFO [train.py:927] (3/8) Epoch 11, batch 8650, giga_loss[loss=0.1734, simple_loss=0.2636, pruned_loss=0.04164, over 12429.00 frames. utt_duration=905.3 frames, utt_pad_proportion=0.02653, over 55.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2876, pruned_loss=0.05589, over 2477498.35 frames. utt_duration=402.1 frames, utt_pad_proportion=0.0716, over 24715.44 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2932, pruned_loss=0.05776, over 2434188.33 frames. utt_duration=1250 frames, utt_pad_proportion=0.05719, over 7801.27 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2879, pruned_loss=0.05606, over 2478529.71 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07241, over 26339.10 utterances.], batch size: 55, lr: 3.42e-04
2022-08-27 14:08:01,724 INFO [train.py:927] (3/8) Epoch 11, batch 8700, giga_loss[loss=0.2185, simple_loss=0.3083, pruned_loss=0.06437, over 12394.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05927, over 182.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2884, pruned_loss=0.05675, over 2477827.64 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06989, over 25147.26 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.293, pruned_loss=0.05768, over 2434961.18 frames. utt_duration=1253 frames, utt_pad_proportion=0.05624, over 7781.39 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2888, pruned_loss=0.05691, over 2478931.56 frames. utt_duration=370.8 frames, utt_pad_proportion=0.07094, over 26830.22 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 14:10:07,621 INFO [train.py:927] (3/8) Epoch 11, batch 8750, giga_loss[loss=0.2139, simple_loss=0.3022, pruned_loss=0.06285, over 12403.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2875, pruned_loss=0.05568, over 2477986.00 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07098, over 25228.08 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2931, pruned_loss=0.05772, over 2435909.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.05593, over 7795.99 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2875, pruned_loss=0.05571, over 2478975.25 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07195, over 26978.68 utterances.], batch size: 133, lr: 3.42e-04
2022-08-27 14:12:19,799 INFO [train.py:927] (3/8) Epoch 11, batch 8800, giga_loss[loss=0.1879, simple_loss=0.2794, pruned_loss=0.04825, over 12398.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2866, pruned_loss=0.05556, over 2477937.95 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07038, over 24773.96 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.058, over 2436798.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.0638, over 7938.24 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2861, pruned_loss=0.05527, over 2479255.89 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06935, over 26619.00 utterances.], batch size: 133, lr: 3.42e-04
2022-08-27 14:14:30,647 INFO [train.py:927] (3/8) Epoch 11, batch 8850, giga_loss[loss=0.1942, simple_loss=0.2861, pruned_loss=0.05115, over 12436.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05651, over 182.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2861, pruned_loss=0.05519, over 2478131.44 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06991, over 24221.70 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.05796, over 2438231.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.06191, over 7893.36 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2856, pruned_loss=0.05489, over 2479370.52 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06965, over 26345.62 utterances.], batch size: 182, lr: 3.42e-04
2022-08-27 14:16:30,624 INFO [train.py:927] (3/8) Epoch 11, batch 8900, giga_loss[loss=0.1766, simple_loss=0.2526, pruned_loss=0.0503, over 12377.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2857, pruned_loss=0.05515, over 2478416.58 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06846, over 24411.09 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05768, over 2438685.21 frames. utt_duration=1242 frames, utt_pad_proportion=0.06106, over 7860.80 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2856, pruned_loss=0.05512, over 2479683.38 frames. utt_duration=376.7 frames, utt_pad_proportion=0.0686, over 26412.69 utterances.], batch size: 359, lr: 3.42e-04
2022-08-27 14:18:30,468 INFO [train.py:927] (3/8) Epoch 11, batch 8950, giga_loss[loss=0.1937, simple_loss=0.2905, pruned_loss=0.0484, over 12378.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03619, over 113.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2863, pruned_loss=0.05471, over 2478017.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06915, over 24312.44 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05731, over 2439840.11 frames. utt_duration=1241 frames, utt_pad_proportion=0.06383, over 7873.54 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2866, pruned_loss=0.0549, over 2479785.71 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06867, over 26696.00 utterances.], batch size: 113, lr: 3.41e-04
2022-08-27 14:20:33,952 INFO [train.py:927] (3/8) Epoch 11, batch 9000, giga_loss[loss=0.2061, simple_loss=0.2957, pruned_loss=0.05821, over 12396.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05934, over 182.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05506, over 2477361.23 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06848, over 24745.93 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05711, over 2439846.06 frames. utt_duration=1244 frames, utt_pad_proportion=0.0635, over 7853.84 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2887, pruned_loss=0.05537, over 2479074.00 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06825, over 26786.39 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 14:20:33,953 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 14:20:47,594 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.1792, simple_loss=0.288, pruned_loss=0.03519, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 14:23:03,395 INFO [train.py:927] (3/8) Epoch 11, batch 9050, giga_loss[loss=0.1707, simple_loss=0.2619, pruned_loss=0.03977, over 12392.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02954, over 62.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2868, pruned_loss=0.05441, over 2477543.80 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07046, over 25734.40 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05709, over 2439938.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.06327, over 7846.57 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2873, pruned_loss=0.05466, over 2478971.98 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07023, over 27417.21 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 14:25:01,771 INFO [train.py:927] (3/8) Epoch 11, batch 9100, giga_loss[loss=0.2005, simple_loss=0.294, pruned_loss=0.05348, over 12389.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05251, over 161.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2866, pruned_loss=0.05446, over 2477403.10 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06796, over 25217.37 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05713, over 2440322.12 frames. utt_duration=1243 frames, utt_pad_proportion=0.06354, over 7863.68 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2863, pruned_loss=0.05459, over 2478696.79 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06788, over 26780.03 utterances.], batch size: 161, lr: 3.41e-04
2022-08-27 14:27:07,349 INFO [train.py:927] (3/8) Epoch 11, batch 9150, giga_loss[loss=0.2102, simple_loss=0.2875, pruned_loss=0.06648, over 12390.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1011, over 257.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2882, pruned_loss=0.05471, over 2477515.05 frames. utt_duration=389 frames, utt_pad_proportion=0.06873, over 25553.40 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.293, pruned_loss=0.05724, over 2440586.51 frames. utt_duration=1243 frames, utt_pad_proportion=0.06328, over 7861.36 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2873, pruned_loss=0.0547, over 2478452.99 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06871, over 26861.43 utterances.], batch size: 257, lr: 3.41e-04
2022-08-27 14:29:00,045 INFO [train.py:927] (3/8) Epoch 11, batch 9200, giga_loss[loss=0.225, simple_loss=0.3128, pruned_loss=0.06863, over 12385.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03037, over 122.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2903, pruned_loss=0.05591, over 2477781.81 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06429, over 24432.27 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05723, over 2441012.45 frames. utt_duration=1244 frames, utt_pad_proportion=0.06289, over 7860.78 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05589, over 2478474.31 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06459, over 25603.72 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 14:31:08,985 INFO [train.py:927] (3/8) Epoch 11, batch 9250, giga_loss[loss=0.2159, simple_loss=0.295, pruned_loss=0.06835, over 12408.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02506, over 85.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2919, pruned_loss=0.05653, over 2477661.65 frames. utt_duration=405 frames, utt_pad_proportion=0.06556, over 24547.25 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05726, over 2441193.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.06242, over 7851.22 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05648, over 2478374.40 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06589, over 25625.74 utterances.], batch size: 85, lr: 3.41e-04
2022-08-27 14:33:18,826 INFO [train.py:927] (3/8) Epoch 11, batch 9300, giga_loss[loss=0.234, simple_loss=0.3078, pruned_loss=0.08016, over 12399.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09782, over 256.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2902, pruned_loss=0.05602, over 2477649.73 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06564, over 24328.79 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05749, over 2441855.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.062, over 7854.85 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2895, pruned_loss=0.05576, over 2478478.13 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06606, over 25571.91 utterances.], batch size: 256, lr: 3.41e-04
2022-08-27 14:35:19,058 INFO [train.py:927] (3/8) Epoch 11, batch 9350, giga_loss[loss=0.2231, simple_loss=0.3102, pruned_loss=0.068, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02887, over 80.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2905, pruned_loss=0.05666, over 2477824.12 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06491, over 24711.37 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2927, pruned_loss=0.05726, over 2442248.03 frames. utt_duration=1247 frames, utt_pad_proportion=0.06124, over 7842.85 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2902, pruned_loss=0.05662, over 2478944.04 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06549, over 26095.13 utterances.], batch size: 80, lr: 3.41e-04
2022-08-27 14:37:22,358 INFO [train.py:927] (3/8) Epoch 11, batch 9400, giga_loss[loss=0.1815, simple_loss=0.2781, pruned_loss=0.04244, over 12385.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04549, over 146.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2893, pruned_loss=0.05692, over 2477521.61 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06798, over 24941.74 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05732, over 2442567.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.06058, over 7833.92 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2889, pruned_loss=0.05682, over 2478736.58 frames. utt_duration=377.5 frames, utt_pad_proportion=0.0685, over 26345.78 utterances.], batch size: 146, lr: 3.41e-04
2022-08-27 14:39:25,980 INFO [train.py:927] (3/8) Epoch 11, batch 9450, giga_loss[loss=0.2145, simple_loss=0.3186, pruned_loss=0.05526, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2884, pruned_loss=0.05548, over 2476711.17 frames. utt_duration=409 frames, utt_pad_proportion=0.06886, over 24294.49 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2928, pruned_loss=0.05721, over 2442960.11 frames. utt_duration=1249 frames, utt_pad_proportion=0.06039, over 7833.33 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.288, pruned_loss=0.05547, over 2478059.97 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06935, over 25776.02 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 14:41:15,083 INFO [train.py:927] (3/8) Epoch 11, batch 9500, giga_loss[loss=0.2174, simple_loss=0.3093, pruned_loss=0.06273, over 12408.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04831, over 161.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.289, pruned_loss=0.05436, over 2475934.08 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06741, over 23355.72 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05697, over 2443691.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05897, over 7794.43 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05446, over 2477534.52 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06841, over 25160.79 utterances.], batch size: 161, lr: 3.41e-04
2022-08-27 14:43:24,530 INFO [train.py:927] (3/8) Epoch 11, batch 9550, giga_loss[loss=0.2098, simple_loss=0.3022, pruned_loss=0.05864, over 12349.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03308, over 58.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2889, pruned_loss=0.05425, over 2476657.81 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06749, over 24262.92 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05692, over 2444075.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05815, over 7764.72 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.289, pruned_loss=0.05433, over 2478185.02 frames. utt_duration=382 frames, utt_pad_proportion=0.06853, over 26028.54 utterances.], batch size: 58, lr: 3.41e-04
2022-08-27 14:45:40,226 INFO [train.py:927] (3/8) Epoch 11, batch 9600, giga_loss[loss=0.1943, simple_loss=0.2922, pruned_loss=0.04821, over 12371.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04683, over 146.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2887, pruned_loss=0.05368, over 2476794.16 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06679, over 25344.25 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.292, pruned_loss=0.05691, over 2444101.59 frames. utt_duration=1264 frames, utt_pad_proportion=0.05751, over 7745.37 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2888, pruned_loss=0.05372, over 2478402.51 frames. utt_duration=368.7 frames, utt_pad_proportion=0.0678, over 26972.39 utterances.], batch size: 146, lr: 3.41e-04
2022-08-27 14:47:55,503 INFO [train.py:927] (3/8) Epoch 11, batch 9650, giga_loss[loss=0.2075, simple_loss=0.307, pruned_loss=0.05394, over 12398.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.02933, over 62.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2905, pruned_loss=0.05425, over 2476882.69 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06625, over 25125.88 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05675, over 2444956.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05631, over 7729.17 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2907, pruned_loss=0.05435, over 2478280.59 frames. utt_duration=369.1 frames, utt_pad_proportion=0.0675, over 26946.88 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 14:50:11,348 INFO [train.py:927] (3/8) Epoch 11, batch 9700, giga_loss[loss=0.1988, simple_loss=0.2833, pruned_loss=0.05711, over 12441.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02946, over 80.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2909, pruned_loss=0.05425, over 2477616.89 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06575, over 25095.75 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05663, over 2445199.27 frames. utt_duration=1269 frames, utt_pad_proportion=0.05589, over 7714.91 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2913, pruned_loss=0.05441, over 2478780.51 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06691, over 26691.00 utterances.], batch size: 80, lr: 3.41e-04
2022-08-27 14:52:27,037 INFO [train.py:927] (3/8) Epoch 11, batch 9750, giga_loss[loss=0.2201, simple_loss=0.3005, pruned_loss=0.06987, over 12423.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09225, over 255.00 utterances.], tot_loss[loss=0.199, simple_loss=0.29, pruned_loss=0.05407, over 2477649.63 frames. utt_duration=387.4 frames, utt_pad_proportion=0.0672, over 25658.62 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2916, pruned_loss=0.05664, over 2445330.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.05568, over 7709.33 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2903, pruned_loss=0.05417, over 2478584.79 frames. utt_duration=368.6 frames, utt_pad_proportion=0.06808, over 26980.26 utterances.], batch size: 255, lr: 3.41e-04
2022-08-27 14:54:24,725 INFO [train.py:927] (3/8) Epoch 11, batch 9800, giga_loss[loss=0.1858, simple_loss=0.2761, pruned_loss=0.04773, over 12367.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1758, over 356.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2895, pruned_loss=0.05376, over 2478030.19 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06606, over 25195.90 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05661, over 2446053.71 frames. utt_duration=1272 frames, utt_pad_proportion=0.05544, over 7703.72 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2898, pruned_loss=0.05383, over 2478561.39 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06692, over 26476.43 utterances.], batch size: 356, lr: 3.41e-04
2022-08-27 14:56:17,504 INFO [train.py:927] (3/8) Epoch 11, batch 9850, giga_loss[loss=0.1947, simple_loss=0.2889, pruned_loss=0.05028, over 12357.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2908, pruned_loss=0.05408, over 2477897.88 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06377, over 24512.71 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2912, pruned_loss=0.05647, over 2446603.75 frames. utt_duration=1276 frames, utt_pad_proportion=0.05422, over 7677.81 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2912, pruned_loss=0.0542, over 2478668.96 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06497, over 26003.69 utterances.], batch size: 62, lr: 3.41e-04
2022-08-27 14:58:15,426 INFO [train.py:927] (3/8) Epoch 11, batch 9900, giga_loss[loss=0.1801, simple_loss=0.2645, pruned_loss=0.04789, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02839, over 42.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2888, pruned_loss=0.05416, over 2476588.87 frames. utt_duration=411.8 frames, utt_pad_proportion=0.064, over 24128.29 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05664, over 2446603.01 frames. utt_duration=1277 frames, utt_pad_proportion=0.05379, over 7671.06 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2889, pruned_loss=0.05409, over 2477464.66 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06508, over 25451.20 utterances.], batch size: 42, lr: 3.41e-04
2022-08-27 14:59:55,826 INFO [train.py:927] (3/8) Epoch 11, batch 9950, giga_loss[loss=0.2618, simple_loss=0.3504, pruned_loss=0.0866, over 12385.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03434, over 122.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.295, pruned_loss=0.05803, over 2475985.95 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06401, over 23279.40 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2919, pruned_loss=0.0568, over 2446704.66 frames. utt_duration=1278 frames, utt_pad_proportion=0.05335, over 7666.36 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2947, pruned_loss=0.05781, over 2476845.29 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06503, over 24463.05 utterances.], batch size: 122, lr: 3.41e-04
2022-08-27 15:01:37,679 INFO [train.py:927] (3/8) Epoch 11, batch 10000, giga_loss[loss=0.2054, simple_loss=0.2894, pruned_loss=0.06065, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04269, over 146.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2978, pruned_loss=0.0597, over 2474918.75 frames. utt_duration=443.6 frames, utt_pad_proportion=0.06714, over 22381.70 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2917, pruned_loss=0.05675, over 2447083.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.05234, over 7640.99 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2978, pruned_loss=0.05961, over 2475891.18 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06818, over 23678.23 utterances.], batch size: 146, lr: 3.41e-04
2022-08-27 15:03:18,887 INFO [train.py:927] (3/8) Epoch 11, batch 10050, libri_loss[loss=0.1731, simple_loss=0.2527, pruned_loss=0.04677, over 12457.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006138, over 32.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2921, pruned_loss=0.05787, over 2475151.40 frames. utt_duration=456.7 frames, utt_pad_proportion=0.06552, over 21742.98 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05662, over 2447395.61 frames. utt_duration=1283 frames, utt_pad_proportion=0.05205, over 7641.37 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2924, pruned_loss=0.05795, over 2475996.94 frames. utt_duration=432.6 frames, utt_pad_proportion=0.0666, over 22961.39 utterances.], batch size: 32, lr: 3.41e-04
2022-08-27 15:05:00,959 INFO [train.py:927] (3/8) Epoch 11, batch 10100, giga_loss[loss=0.1785, simple_loss=0.2548, pruned_loss=0.05111, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03582, over 37.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2838, pruned_loss=0.05486, over 2475033.40 frames. utt_duration=484.2 frames, utt_pad_proportion=0.06366, over 20501.80 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.05641, over 2447385.97 frames. utt_duration=1286 frames, utt_pad_proportion=0.05151, over 7618.85 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2845, pruned_loss=0.05511, over 2476078.49 frames. utt_duration=458.5 frames, utt_pad_proportion=0.06488, over 21666.18 utterances.], batch size: 37, lr: 3.41e-04
2022-08-27 15:06:48,097 INFO [train.py:927] (3/8) Epoch 11, batch 10150, giga_loss[loss=0.1604, simple_loss=0.2505, pruned_loss=0.03518, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03118, over 58.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2773, pruned_loss=0.05262, over 2474973.50 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06986, over 21095.18 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05632, over 2447826.77 frames. utt_duration=1284 frames, utt_pad_proportion=0.05139, over 7634.45 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2777, pruned_loss=0.05286, over 2476008.57 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07065, over 22287.35 utterances.], batch size: 58, lr: 3.41e-04
2022-08-27 15:08:30,954 INFO [train.py:927] (3/8) Epoch 11, batch 10200, giga_loss[loss=0.2119, simple_loss=0.2862, pruned_loss=0.0688, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03613, over 51.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2728, pruned_loss=0.05149, over 2474652.54 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07492, over 21063.37 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.05654, over 2448462.25 frames. utt_duration=1257 frames, utt_pad_proportion=0.05995, over 7801.85 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2725, pruned_loss=0.0514, over 2475513.79 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07293, over 22157.55 utterances.], batch size: 51, lr: 3.41e-04
2022-08-27 15:10:11,583 INFO [train.py:927] (3/8) Epoch 11, batch 10250, giga_loss[loss=0.1533, simple_loss=0.2329, pruned_loss=0.0369, over 12415.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04443, over 31.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2675, pruned_loss=0.04958, over 2474830.31 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07474, over 20624.46 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05638, over 2448800.35 frames. utt_duration=1261 frames, utt_pad_proportion=0.05916, over 7779.89 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2673, pruned_loss=0.04955, over 2475679.10 frames. utt_duration=456.5 frames, utt_pad_proportion=0.0735, over 21759.21 utterances.], batch size: 31, lr: 3.41e-04
2022-08-27 15:11:53,967 INFO [train.py:927] (3/8) Epoch 11, batch 10300, giga_loss[loss=0.1765, simple_loss=0.2581, pruned_loss=0.04741, over 12425.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06122, over 183.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2632, pruned_loss=0.04794, over 2474927.84 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06883, over 20247.54 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05641, over 2448750.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05896, over 7770.99 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.2631, pruned_loss=0.04786, over 2475742.81 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06817, over 21196.50 utterances.], batch size: 183, lr: 3.41e-04
2022-08-27 15:13:35,899 INFO [train.py:927] (3/8) Epoch 11, batch 10350, giga_loss[loss=0.1539, simple_loss=0.24, pruned_loss=0.03389, over 12440.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.1753, simple_loss=0.2588, pruned_loss=0.04594, over 2474319.81 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06528, over 19363.55 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05636, over 2448866.70 frames. utt_duration=1263 frames, utt_pad_proportion=0.05834, over 7762.42 utterances.], giga_tot_loss[loss=0.1749, simple_loss=0.2581, pruned_loss=0.04581, over 2475215.41 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06514, over 20282.49 utterances.], batch size: 162, lr: 3.41e-04
2022-08-27 15:15:18,449 INFO [train.py:927] (3/8) Epoch 11, batch 10400, giga_loss[loss=0.2143, simple_loss=0.2996, pruned_loss=0.0645, over 12420.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.0568, over 182.00 utterances.], tot_loss[loss=0.1763, simple_loss=0.2588, pruned_loss=0.04685, over 2474520.15 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06933, over 19857.50 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2905, pruned_loss=0.05627, over 2449542.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05698, over 7739.87 utterances.], giga_tot_loss[loss=0.1753, simple_loss=0.2576, pruned_loss=0.04653, over 2475307.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06956, over 20937.99 utterances.], batch size: 182, lr: 3.41e-04
2022-08-27 15:17:01,396 INFO [train.py:927] (3/8) Epoch 11, batch 10450, giga_loss[loss=0.2304, simple_loss=0.3178, pruned_loss=0.07154, over 12377.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04189, over 133.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2701, pruned_loss=0.05245, over 2474018.51 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07009, over 19932.28 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05625, over 2450064.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05674, over 7744.01 utterances.], giga_tot_loss[loss=0.1864, simple_loss=0.2686, pruned_loss=0.05205, over 2474701.54 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07044, over 21060.65 utterances.], batch size: 133, lr: 3.41e-04
2022-08-27 15:18:42,895 INFO [train.py:927] (3/8) Epoch 11, batch 10500, giga_loss[loss=0.1912, simple_loss=0.2803, pruned_loss=0.05108, over 12314.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04758, over 26.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2788, pruned_loss=0.05563, over 2473719.45 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06595, over 19595.30 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05619, over 2450249.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.05545, over 7715.09 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2775, pruned_loss=0.05532, over 2474752.15 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06697, over 20853.28 utterances.], batch size: 26, lr: 3.41e-04
2022-08-27 15:20:24,127 INFO [train.py:927] (3/8) Epoch 11, batch 10550, giga_loss[loss=0.2173, simple_loss=0.3057, pruned_loss=0.06445, over 12410.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2836, pruned_loss=0.05706, over 2473402.41 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06949, over 20388.04 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05617, over 2450410.25 frames. utt_duration=1275 frames, utt_pad_proportion=0.05459, over 7695.95 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2824, pruned_loss=0.05683, over 2474492.39 frames. utt_duration=459.2 frames, utt_pad_proportion=0.0704, over 21626.74 utterances.], batch size: 133, lr: 3.40e-04
2022-08-27 15:22:07,300 INFO [train.py:927] (3/8) Epoch 11, batch 10600, giga_loss[loss=0.2304, simple_loss=0.3148, pruned_loss=0.07305, over 12445.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03277, over 86.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.288, pruned_loss=0.05922, over 2473687.70 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06774, over 20037.98 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2898, pruned_loss=0.05603, over 2450397.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.05431, over 7677.05 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2873, pruned_loss=0.05917, over 2474748.63 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0687, over 21136.43 utterances.], batch size: 86, lr: 3.40e-04
2022-08-27 15:23:51,281 INFO [train.py:927] (3/8) Epoch 11, batch 10650, libri_loss[loss=0.1814, simple_loss=0.2664, pruned_loss=0.04818, over 12330.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007219, over 33.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2924, pruned_loss=0.06143, over 2473281.88 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06663, over 19662.31 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2892, pruned_loss=0.05575, over 2450410.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.05315, over 7637.23 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2924, pruned_loss=0.06173, over 2474716.34 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06792, over 20898.23 utterances.], batch size: 33, lr: 3.40e-04
2022-08-27 15:25:34,669 INFO [train.py:927] (3/8) Epoch 11, batch 10700, giga_loss[loss=0.2139, simple_loss=0.3037, pruned_loss=0.062, over 12385.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02973, over 58.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.296, pruned_loss=0.06228, over 2473158.00 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06531, over 19037.48 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2892, pruned_loss=0.0558, over 2450590.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.05308, over 7655.97 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2962, pruned_loss=0.06269, over 2474904.10 frames. utt_duration=487 frames, utt_pad_proportion=0.06662, over 20391.02 utterances.], batch size: 58, lr: 3.40e-04
2022-08-27 15:27:18,986 INFO [train.py:927] (3/8) Epoch 11, batch 10750, giga_loss[loss=0.2182, simple_loss=0.32, pruned_loss=0.05826, over 12215.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03717, over 28.00 utterances.], tot_loss[loss=0.211, simple_loss=0.298, pruned_loss=0.06202, over 2473392.17 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06061, over 18472.81 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05577, over 2450471.81 frames. utt_duration=1283 frames, utt_pad_proportion=0.05288, over 7649.69 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2983, pruned_loss=0.06241, over 2474988.39 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06202, over 19591.36 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 15:28:59,620 INFO [train.py:927] (3/8) Epoch 11, batch 10800, giga_loss[loss=0.2318, simple_loss=0.3103, pruned_loss=0.0766, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04242, over 37.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2982, pruned_loss=0.0612, over 2473861.78 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06253, over 17972.12 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2893, pruned_loss=0.05591, over 2450834.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.06067, over 7783.51 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2984, pruned_loss=0.0615, over 2475315.51 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06081, over 18978.48 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 15:30:43,625 INFO [train.py:927] (3/8) Epoch 11, batch 10850, giga_loss[loss=0.2551, simple_loss=0.3252, pruned_loss=0.09248, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.038, over 105.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3006, pruned_loss=0.06372, over 2472658.85 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06292, over 17843.31 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.056, over 2451292.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05954, over 7765.07 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.3008, pruned_loss=0.06406, over 2474049.44 frames. utt_duration=524 frames, utt_pad_proportion=0.06198, over 18941.22 utterances.], batch size: 105, lr: 3.40e-04
2022-08-27 15:32:26,579 INFO [train.py:927] (3/8) Epoch 11, batch 10900, giga_loss[loss=0.2491, simple_loss=0.3177, pruned_loss=0.09026, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02735, over 48.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.301, pruned_loss=0.06541, over 2472398.44 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06322, over 17418.82 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05599, over 2451985.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.06243, over 7812.40 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3017, pruned_loss=0.06603, over 2473645.32 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06136, over 18631.59 utterances.], batch size: 48, lr: 3.40e-04
2022-08-27 15:34:14,096 INFO [train.py:927] (3/8) Epoch 11, batch 10950, giga_loss[loss=0.1917, simple_loss=0.2829, pruned_loss=0.05023, over 12363.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02645, over 66.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2994, pruned_loss=0.06557, over 2472607.68 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06251, over 17299.57 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2895, pruned_loss=0.05602, over 2451957.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.06194, over 7802.30 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3, pruned_loss=0.06612, over 2473802.07 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06125, over 18349.93 utterances.], batch size: 66, lr: 3.40e-04
2022-08-27 15:36:00,317 INFO [train.py:927] (3/8) Epoch 11, batch 11000, libri_loss[loss=0.1957, simple_loss=0.2883, pruned_loss=0.05153, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006174, over 35.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2983, pruned_loss=0.06494, over 2472943.37 frames. utt_duration=591.5 frames, utt_pad_proportion=0.05822, over 16765.59 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2893, pruned_loss=0.05589, over 2452418.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.06049, over 7772.61 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2993, pruned_loss=0.06574, over 2474039.72 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05798, over 17882.53 utterances.], batch size: 35, lr: 3.40e-04
2022-08-27 15:37:46,077 INFO [train.py:927] (3/8) Epoch 11, batch 11050, giga_loss[loss=0.203, simple_loss=0.2954, pruned_loss=0.05527, over 12462.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03925, over 31.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.296, pruned_loss=0.06337, over 2473340.38 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06183, over 16990.01 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2894, pruned_loss=0.05581, over 2453064.80 frames. utt_duration=1255 frames, utt_pad_proportion=0.06364, over 7829.11 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2969, pruned_loss=0.06434, over 2474291.22 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06028, over 18116.29 utterances.], batch size: 31, lr: 3.40e-04
2022-08-27 15:39:31,817 INFO [train.py:927] (3/8) Epoch 11, batch 11100, giga_loss[loss=0.1996, simple_loss=0.2644, pruned_loss=0.06741, over 12339.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2062, over 372.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2916, pruned_loss=0.06171, over 2472611.00 frames. utt_duration=580 frames, utt_pad_proportion=0.06407, over 17097.36 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2897, pruned_loss=0.05586, over 2453155.48 frames. utt_duration=1253 frames, utt_pad_proportion=0.06343, over 7839.22 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2922, pruned_loss=0.06256, over 2473633.52 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06279, over 18141.15 utterances.], batch size: 372, lr: 3.40e-04
2022-08-27 15:41:16,451 INFO [train.py:927] (3/8) Epoch 11, batch 11150, giga_loss[loss=0.208, simple_loss=0.2933, pruned_loss=0.06131, over 12438.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0362, over 105.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2903, pruned_loss=0.06115, over 2473037.71 frames. utt_duration=540.2 frames, utt_pad_proportion=0.07181, over 18363.50 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05585, over 2453781.61 frames. utt_duration=1254 frames, utt_pad_proportion=0.06174, over 7838.56 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2908, pruned_loss=0.0621, over 2474212.58 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07121, over 19658.52 utterances.], batch size: 105, lr: 3.40e-04
2022-08-27 15:42:58,608 INFO [train.py:927] (3/8) Epoch 11, batch 11200, giga_loss[loss=0.1768, simple_loss=0.2604, pruned_loss=0.04663, over 12285.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.04051, over 26.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2888, pruned_loss=0.06029, over 2472844.69 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0683, over 18106.65 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2897, pruned_loss=0.05584, over 2454052.32 frames. utt_duration=1256 frames, utt_pad_proportion=0.06085, over 7826.89 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2892, pruned_loss=0.06114, over 2473861.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06841, over 19333.53 utterances.], batch size: 26, lr: 3.40e-04
2022-08-27 15:44:42,560 INFO [train.py:927] (3/8) Epoch 11, batch 11250, giga_loss[loss=0.1693, simple_loss=0.253, pruned_loss=0.04282, over 12370.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03106, over 51.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.286, pruned_loss=0.05958, over 2472389.42 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06501, over 17328.69 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05596, over 2454243.72 frames. utt_duration=1259 frames, utt_pad_proportion=0.05969, over 7806.54 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2861, pruned_loss=0.06023, over 2473446.66 frames. utt_duration=535 frames, utt_pad_proportion=0.06578, over 18544.93 utterances.], batch size: 51, lr: 3.40e-04
2022-08-27 15:46:27,258 INFO [train.py:927] (3/8) Epoch 11, batch 11300, giga_loss[loss=0.2001, simple_loss=0.286, pruned_loss=0.05706, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03259, over 58.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2833, pruned_loss=0.05899, over 2471643.02 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0639, over 17077.99 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05601, over 2454485.94 frames. utt_duration=1259 frames, utt_pad_proportion=0.05934, over 7809.40 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2832, pruned_loss=0.05954, over 2472671.91 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06478, over 18258.87 utterances.], batch size: 58, lr: 3.40e-04
2022-08-27 15:48:10,045 INFO [train.py:927] (3/8) Epoch 11, batch 11350, giga_loss[loss=0.1711, simple_loss=0.2579, pruned_loss=0.0422, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04257, over 28.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2814, pruned_loss=0.05873, over 2471687.93 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06143, over 16541.61 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05628, over 2454443.45 frames. utt_duration=1249 frames, utt_pad_proportion=0.06281, over 7869.41 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2808, pruned_loss=0.05898, over 2472838.88 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06086, over 17580.49 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 15:49:55,360 INFO [train.py:927] (3/8) Epoch 11, batch 11400, giga_loss[loss=0.1638, simple_loss=0.2547, pruned_loss=0.03641, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03261, over 75.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2791, pruned_loss=0.05821, over 2472498.29 frames. utt_duration=590.9 frames, utt_pad_proportion=0.0661, over 16780.38 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2908, pruned_loss=0.05653, over 2454579.30 frames. utt_duration=1234 frames, utt_pad_proportion=0.06686, over 7965.29 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2782, pruned_loss=0.05821, over 2473510.95 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06383, over 17629.44 utterances.], batch size: 75, lr: 3.40e-04
2022-08-27 15:51:38,991 INFO [train.py:927] (3/8) Epoch 11, batch 11450, giga_loss[loss=0.229, simple_loss=0.3101, pruned_loss=0.07394, over 12376.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2776, pruned_loss=0.0573, over 2471831.18 frames. utt_duration=615.4 frames, utt_pad_proportion=0.06103, over 16106.36 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2907, pruned_loss=0.0565, over 2454757.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06528, over 7939.86 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2765, pruned_loss=0.05739, over 2473103.47 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06002, over 17109.96 utterances.], batch size: 182, lr: 3.40e-04
2022-08-27 15:53:26,349 INFO [train.py:927] (3/8) Epoch 11, batch 11500, giga_loss[loss=0.1705, simple_loss=0.2514, pruned_loss=0.0448, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03701, over 51.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2793, pruned_loss=0.05842, over 2472083.33 frames. utt_duration=603.8 frames, utt_pad_proportion=0.0635, over 16418.79 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05629, over 2454825.46 frames. utt_duration=1243 frames, utt_pad_proportion=0.06451, over 7906.23 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2787, pruned_loss=0.05872, over 2473365.79 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06292, over 17405.72 utterances.], batch size: 51, lr: 3.40e-04
2022-08-27 15:55:11,671 INFO [train.py:927] (3/8) Epoch 11, batch 11550, giga_loss[loss=0.1897, simple_loss=0.2848, pruned_loss=0.0473, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04476, over 26.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2852, pruned_loss=0.06169, over 2471912.78 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06827, over 17154.07 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05622, over 2455025.08 frames. utt_duration=1244 frames, utt_pad_proportion=0.06411, over 7902.60 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2846, pruned_loss=0.06207, over 2473142.16 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06773, over 18139.20 utterances.], batch size: 26, lr: 3.40e-04
2022-08-27 15:56:56,229 INFO [train.py:927] (3/8) Epoch 11, batch 11600, giga_loss[loss=0.2153, simple_loss=0.2968, pruned_loss=0.06696, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06286, over 2471845.69 frames. utt_duration=567 frames, utt_pad_proportion=0.06926, over 17483.84 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.05617, over 2455536.75 frames. utt_duration=1240 frames, utt_pad_proportion=0.06404, over 7930.25 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.0633, over 2472666.63 frames. utt_duration=539 frames, utt_pad_proportion=0.0689, over 18401.66 utterances.], batch size: 51, lr: 3.40e-04
2022-08-27 15:58:40,838 INFO [train.py:927] (3/8) Epoch 11, batch 11650, giga_loss[loss=0.1871, simple_loss=0.2888, pruned_loss=0.04269, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2966, pruned_loss=0.06536, over 2471831.91 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06985, over 18140.35 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2905, pruned_loss=0.05618, over 2455736.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06377, over 7927.60 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2959, pruned_loss=0.06573, over 2472381.46 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06964, over 18897.77 utterances.], batch size: 70, lr: 3.40e-04
2022-08-27 16:00:21,681 INFO [train.py:927] (3/8) Epoch 11, batch 11700, libri_loss[loss=0.2209, simple_loss=0.3081, pruned_loss=0.06685, over 12399.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008566, over 38.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2971, pruned_loss=0.06436, over 2471572.80 frames. utt_duration=554.5 frames, utt_pad_proportion=0.07395, over 17876.58 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05679, over 2456805.60 frames. utt_duration=1214 frames, utt_pad_proportion=0.0717, over 8107.16 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2957, pruned_loss=0.06464, over 2471968.72 frames. utt_duration=523.5 frames, utt_pad_proportion=0.071, over 18943.32 utterances.], batch size: 38, lr: 3.40e-04
2022-08-27 16:02:05,016 INFO [train.py:927] (3/8) Epoch 11, batch 11750, giga_loss[loss=0.2243, simple_loss=0.3012, pruned_loss=0.07373, over 12327.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2961, pruned_loss=0.06328, over 2471776.87 frames. utt_duration=557 frames, utt_pad_proportion=0.07158, over 17799.40 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2915, pruned_loss=0.05674, over 2457084.80 frames. utt_duration=1210 frames, utt_pad_proportion=0.0739, over 8132.90 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2955, pruned_loss=0.06377, over 2472316.20 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06852, over 18941.72 utterances.], batch size: 85, lr: 3.40e-04
2022-08-27 16:03:50,769 INFO [train.py:927] (3/8) Epoch 11, batch 11800, giga_loss[loss=0.2076, simple_loss=0.3005, pruned_loss=0.05733, over 12282.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02629, over 54.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2973, pruned_loss=0.06362, over 2471434.96 frames. utt_duration=550.2 frames, utt_pad_proportion=0.07224, over 18017.61 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2915, pruned_loss=0.0568, over 2457399.85 frames. utt_duration=1201 frames, utt_pad_proportion=0.07729, over 8193.60 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2969, pruned_loss=0.06406, over 2471763.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06859, over 19000.31 utterances.], batch size: 54, lr: 3.40e-04
2022-08-27 16:05:37,906 INFO [train.py:927] (3/8) Epoch 11, batch 11850, giga_loss[loss=0.1934, simple_loss=0.28, pruned_loss=0.05336, over 12129.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.04641, over 28.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2989, pruned_loss=0.06492, over 2471617.39 frames. utt_duration=546 frames, utt_pad_proportion=0.07355, over 18156.80 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05704, over 2457565.50 frames. utt_duration=1201 frames, utt_pad_proportion=0.07641, over 8195.71 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2985, pruned_loss=0.06515, over 2471929.66 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07091, over 19063.65 utterances.], batch size: 28, lr: 3.40e-04
2022-08-27 16:07:22,795 INFO [train.py:927] (3/8) Epoch 11, batch 11900, libri_loss[loss=0.2097, simple_loss=0.3129, pruned_loss=0.05322, over 12278.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00839, over 37.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3004, pruned_loss=0.06635, over 2472125.19 frames. utt_duration=549.2 frames, utt_pad_proportion=0.07086, over 18055.00 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05714, over 2457836.96 frames. utt_duration=1201 frames, utt_pad_proportion=0.07557, over 8194.73 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2999, pruned_loss=0.06657, over 2472338.74 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06918, over 18905.43 utterances.], batch size: 37, lr: 3.40e-04
2022-08-27 16:09:08,232 INFO [train.py:927] (3/8) Epoch 11, batch 11950, giga_loss[loss=0.2079, simple_loss=0.2993, pruned_loss=0.05823, over 12275.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02988, over 45.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3022, pruned_loss=0.06687, over 2471866.51 frames. utt_duration=563 frames, utt_pad_proportion=0.07007, over 17607.43 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05705, over 2457849.77 frames. utt_duration=1203 frames, utt_pad_proportion=0.07534, over 8181.76 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3019, pruned_loss=0.06718, over 2472088.62 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06884, over 18332.53 utterances.], batch size: 45, lr: 3.40e-04
2022-08-27 16:10:51,066 INFO [train.py:927] (3/8) Epoch 11, batch 12000, giga_loss[loss=0.1923, simple_loss=0.2805, pruned_loss=0.05205, over 12351.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02607, over 66.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3024, pruned_loss=0.06659, over 2470792.07 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06675, over 16903.91 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2916, pruned_loss=0.05674, over 2457697.15 frames. utt_duration=1210 frames, utt_pad_proportion=0.07346, over 8136.61 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.303, pruned_loss=0.06749, over 2471588.64 frames. utt_duration=554.8 frames, utt_pad_proportion=0.0666, over 17868.15 utterances.], batch size: 66, lr: 3.40e-04
2022-08-27 16:10:51,068 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 16:11:04,957 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.1827, simple_loss=0.2891, pruned_loss=0.03811, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 16:12:45,754 INFO [train.py:927] (3/8) Epoch 11, batch 12050, libri_loss[loss=0.2124, simple_loss=0.2975, pruned_loss=0.06364, over 12407.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.07642, over 52.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3019, pruned_loss=0.06699, over 2470778.12 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06418, over 16733.47 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05681, over 2458004.61 frames. utt_duration=1199 frames, utt_pad_proportion=0.07658, over 8211.88 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3024, pruned_loss=0.06776, over 2471309.65 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06283, over 17546.31 utterances.], batch size: 52, lr: 3.40e-04
2022-08-27 16:14:25,919 INFO [train.py:927] (3/8) Epoch 11, batch 12100, giga_loss[loss=0.2319, simple_loss=0.327, pruned_loss=0.06836, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.0425, over 34.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3015, pruned_loss=0.06725, over 2470973.17 frames. utt_duration=622.6 frames, utt_pad_proportion=0.06256, over 15913.73 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2917, pruned_loss=0.05671, over 2458270.80 frames. utt_duration=1198 frames, utt_pad_proportion=0.07597, over 8217.64 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.302, pruned_loss=0.06812, over 2471316.31 frames. utt_duration=594.6 frames, utt_pad_proportion=0.0617, over 16666.33 utterances.], batch size: 34, lr: 3.40e-04
2022-08-27 16:16:11,260 INFO [train.py:927] (3/8) Epoch 11, batch 12150, giga_loss[loss=0.2211, simple_loss=0.3159, pruned_loss=0.06315, over 12387.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03897, over 113.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3016, pruned_loss=0.06705, over 2471398.16 frames. utt_duration=621.2 frames, utt_pad_proportion=0.06068, over 15950.91 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05663, over 2458697.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.07335, over 8152.45 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3029, pruned_loss=0.06843, over 2472006.86 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06088, over 17060.24 utterances.], batch size: 113, lr: 3.39e-04
2022-08-27 16:17:53,360 INFO [train.py:927] (3/8) Epoch 11, batch 12200, giga_loss[loss=0.2109, simple_loss=0.2959, pruned_loss=0.06294, over 12336.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03359, over 51.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3012, pruned_loss=0.06714, over 2471470.27 frames. utt_duration=617.4 frames, utt_pad_proportion=0.0648, over 16050.36 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05663, over 2458812.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.07223, over 8133.46 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3024, pruned_loss=0.06841, over 2472068.16 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06507, over 17077.02 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 16:19:34,315 INFO [train.py:927] (3/8) Epoch 11, batch 12250, giga_loss[loss=0.2051, simple_loss=0.2879, pruned_loss=0.06111, over 12195.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03377, over 39.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2996, pruned_loss=0.06644, over 2471997.35 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06278, over 15696.90 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05678, over 2459123.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.07143, over 8136.76 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3006, pruned_loss=0.06749, over 2472416.68 frames. utt_duration=596 frames, utt_pad_proportion=0.06336, over 16635.24 utterances.], batch size: 39, lr: 3.39e-04
2022-08-27 16:21:13,703 INFO [train.py:927] (3/8) Epoch 11, batch 12300, giga_loss[loss=0.2285, simple_loss=0.318, pruned_loss=0.0695, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04058, over 113.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2974, pruned_loss=0.0653, over 2472108.06 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06753, over 16365.56 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05662, over 2459273.55 frames. utt_duration=1215 frames, utt_pad_proportion=0.06931, over 8103.63 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2986, pruned_loss=0.06662, over 2472769.77 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06863, over 17443.63 utterances.], batch size: 113, lr: 3.39e-04
2022-08-27 16:22:52,552 INFO [train.py:927] (3/8) Epoch 11, batch 12350, giga_loss[loss=0.2103, simple_loss=0.2966, pruned_loss=0.06206, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04052, over 33.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2949, pruned_loss=0.06433, over 2470776.31 frames. utt_duration=630.7 frames, utt_pad_proportion=0.06539, over 15706.27 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05632, over 2459308.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.06732, over 8022.25 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2969, pruned_loss=0.06604, over 2471805.01 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06726, over 16984.02 utterances.], batch size: 33, lr: 3.39e-04
2022-08-27 16:24:34,370 INFO [train.py:927] (3/8) Epoch 11, batch 12400, giga_loss[loss=0.2039, simple_loss=0.2866, pruned_loss=0.06061, over 12458.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2921, pruned_loss=0.06305, over 2470857.89 frames. utt_duration=618.7 frames, utt_pad_proportion=0.06278, over 16014.42 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05617, over 2459219.41 frames. utt_duration=1230 frames, utt_pad_proportion=0.06686, over 8004.06 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2939, pruned_loss=0.0646, over 2471862.69 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06458, over 17110.45 utterances.], batch size: 98, lr: 3.39e-04
2022-08-27 16:26:14,355 INFO [train.py:927] (3/8) Epoch 11, batch 12450, giga_loss[loss=0.2001, simple_loss=0.2742, pruned_loss=0.06297, over 12353.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04745, over 31.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2884, pruned_loss=0.06126, over 2470085.47 frames. utt_duration=640.4 frames, utt_pad_proportion=0.05835, over 15465.38 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05637, over 2459157.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.06542, over 7995.05 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2897, pruned_loss=0.06254, over 2471282.09 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06065, over 16580.50 utterances.], batch size: 31, lr: 3.39e-04
2022-08-27 16:28:01,413 INFO [train.py:927] (3/8) Epoch 11, batch 12500, giga_loss[loss=0.184, simple_loss=0.2679, pruned_loss=0.05006, over 12460.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2897, pruned_loss=0.06169, over 2471098.01 frames. utt_duration=600.6 frames, utt_pad_proportion=0.06052, over 16499.53 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2909, pruned_loss=0.05656, over 2459172.65 frames. utt_duration=1234 frames, utt_pad_proportion=0.06413, over 7980.29 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2904, pruned_loss=0.06266, over 2472284.08 frames. utt_duration=564 frames, utt_pad_proportion=0.06261, over 17580.00 utterances.], batch size: 37, lr: 3.39e-04
2022-08-27 16:29:43,329 INFO [train.py:927] (3/8) Epoch 11, batch 12550, giga_loss[loss=0.2317, simple_loss=0.3157, pruned_loss=0.07384, over 12457.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.0368, over 123.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2915, pruned_loss=0.06214, over 2471455.51 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06105, over 17206.00 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05635, over 2459390.97 frames. utt_duration=1236 frames, utt_pad_proportion=0.06328, over 7967.45 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2922, pruned_loss=0.06325, over 2472579.33 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06291, over 18349.65 utterances.], batch size: 123, lr: 3.39e-04
2022-08-27 16:31:22,418 INFO [train.py:927] (3/8) Epoch 11, batch 12600, libri_loss[loss=0.1907, simple_loss=0.2554, pruned_loss=0.06299, over 12290.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008324, over 28.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2921, pruned_loss=0.06182, over 2472112.86 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06134, over 17713.52 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2903, pruned_loss=0.05638, over 2459763.59 frames. utt_duration=1239 frames, utt_pad_proportion=0.06252, over 7947.89 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.293, pruned_loss=0.06287, over 2473080.70 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06305, over 18941.02 utterances.], batch size: 28, lr: 3.39e-04
2022-08-27 16:33:02,007 INFO [train.py:927] (3/8) Epoch 11, batch 12650, giga_loss[loss=0.1954, simple_loss=0.2781, pruned_loss=0.05636, over 12381.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2912, pruned_loss=0.0612, over 2472426.99 frames. utt_duration=558.2 frames, utt_pad_proportion=0.0629, over 17766.14 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2904, pruned_loss=0.05649, over 2460185.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.06134, over 7937.20 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2919, pruned_loss=0.06205, over 2473111.26 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0646, over 18964.22 utterances.], batch size: 62, lr: 3.39e-04
2022-08-27 16:34:41,882 INFO [train.py:927] (3/8) Epoch 11, batch 12700, giga_loss[loss=0.2306, simple_loss=0.316, pruned_loss=0.07259, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02738, over 54.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2903, pruned_loss=0.06052, over 2472252.14 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06188, over 17461.08 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05631, over 2460366.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.06002, over 7891.65 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.291, pruned_loss=0.06149, over 2472947.45 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06386, over 18721.77 utterances.], batch size: 54, lr: 3.39e-04
2022-08-27 16:36:19,475 INFO [train.py:927] (3/8) Epoch 11, batch 12750, giga_loss[loss=0.196, simple_loss=0.2826, pruned_loss=0.05467, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03453, over 80.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.292, pruned_loss=0.06088, over 2471691.52 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05793, over 17195.71 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2902, pruned_loss=0.05658, over 2460135.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.05864, over 7840.24 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2926, pruned_loss=0.06156, over 2472839.32 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06031, over 18554.42 utterances.], batch size: 80, lr: 3.39e-04
2022-08-27 16:37:59,163 INFO [train.py:927] (3/8) Epoch 11, batch 12800, giga_loss[loss=0.2281, simple_loss=0.3088, pruned_loss=0.07373, over 12397.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07287, over 212.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.293, pruned_loss=0.06117, over 2472240.72 frames. utt_duration=598.5 frames, utt_pad_proportion=0.05377, over 16563.76 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2899, pruned_loss=0.05662, over 2460205.38 frames. utt_duration=1264 frames, utt_pad_proportion=0.05692, over 7794.36 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.06184, over 2473545.89 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05668, over 18017.79 utterances.], batch size: 212, lr: 3.39e-04
2022-08-27 16:39:42,248 INFO [train.py:927] (3/8) Epoch 11, batch 12850, giga_loss[loss=0.2133, simple_loss=0.3005, pruned_loss=0.06307, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04695, over 161.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2941, pruned_loss=0.06151, over 2472545.93 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05129, over 16441.30 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2899, pruned_loss=0.05672, over 2460393.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.0571, over 7804.39 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2948, pruned_loss=0.062, over 2473576.86 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05368, over 17697.39 utterances.], batch size: 161, lr: 3.39e-04
2022-08-27 16:41:22,945 INFO [train.py:927] (3/8) Epoch 11, batch 12900, giga_loss[loss=0.229, simple_loss=0.3018, pruned_loss=0.0781, over 12360.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1925, over 364.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2942, pruned_loss=0.06214, over 2472901.42 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05543, over 17044.08 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2903, pruned_loss=0.05695, over 2460513.53 frames. utt_duration=1251 frames, utt_pad_proportion=0.06089, over 7878.36 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2945, pruned_loss=0.06237, over 2473713.17 frames. utt_duration=549.9 frames, utt_pad_proportion=0.05554, over 18043.89 utterances.], batch size: 364, lr: 3.39e-04
2022-08-27 16:43:03,215 INFO [train.py:927] (3/8) Epoch 11, batch 12950, giga_loss[loss=0.1929, simple_loss=0.2719, pruned_loss=0.0569, over 12355.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03194, over 51.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2916, pruned_loss=0.06117, over 2473163.20 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05279, over 16491.61 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2903, pruned_loss=0.05697, over 2460428.88 frames. utt_duration=1256 frames, utt_pad_proportion=0.05952, over 7844.55 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2919, pruned_loss=0.06147, over 2474214.46 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05351, over 17558.49 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 16:44:41,873 INFO [train.py:927] (3/8) Epoch 11, batch 13000, libri_loss[loss=0.1921, simple_loss=0.2898, pruned_loss=0.0472, over 12440.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01553, over 40.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2929, pruned_loss=0.06099, over 2474122.10 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05643, over 17242.67 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2907, pruned_loss=0.05712, over 2460727.80 frames. utt_duration=1256 frames, utt_pad_proportion=0.05862, over 7845.63 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2928, pruned_loss=0.06117, over 2474917.07 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05712, over 18258.67 utterances.], batch size: 40, lr: 3.39e-04
2022-08-27 16:46:21,286 INFO [train.py:927] (3/8) Epoch 11, batch 13050, giga_loss[loss=0.2017, simple_loss=0.2865, pruned_loss=0.05849, over 12392.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.02871, over 51.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2926, pruned_loss=0.06112, over 2474496.05 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06185, over 18062.39 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2907, pruned_loss=0.05722, over 2460917.57 frames. utt_duration=1257 frames, utt_pad_proportion=0.05773, over 7837.80 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2926, pruned_loss=0.06123, over 2475198.76 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06243, over 19044.21 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 16:48:00,078 INFO [train.py:927] (3/8) Epoch 11, batch 13100, giga_loss[loss=0.1956, simple_loss=0.2813, pruned_loss=0.05491, over 12400.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03856, over 105.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2915, pruned_loss=0.06171, over 2474215.57 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06205, over 18162.64 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2907, pruned_loss=0.05735, over 2461008.19 frames. utt_duration=1260 frames, utt_pad_proportion=0.05706, over 7824.32 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2915, pruned_loss=0.06174, over 2474869.27 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06276, over 19089.82 utterances.], batch size: 105, lr: 3.39e-04
2022-08-27 16:49:42,293 INFO [train.py:927] (3/8) Epoch 11, batch 13150, giga_loss[loss=0.1853, simple_loss=0.267, pruned_loss=0.05177, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02752, over 45.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2903, pruned_loss=0.06187, over 2474727.88 frames. utt_duration=554 frames, utt_pad_proportion=0.06012, over 17916.63 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2905, pruned_loss=0.05744, over 2461560.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05579, over 7807.91 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2904, pruned_loss=0.06195, over 2475171.22 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06134, over 19018.94 utterances.], batch size: 45, lr: 3.39e-04
2022-08-27 16:51:22,892 INFO [train.py:927] (3/8) Epoch 11, batch 13200, giga_loss[loss=0.1789, simple_loss=0.2678, pruned_loss=0.04507, over 12382.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02614, over 66.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2875, pruned_loss=0.06074, over 2474736.10 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05682, over 17968.75 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2904, pruned_loss=0.0575, over 2461971.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05517, over 7789.92 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2877, pruned_loss=0.06082, over 2474910.10 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05818, over 18976.86 utterances.], batch size: 66, lr: 3.39e-04
2022-08-27 16:53:02,857 INFO [train.py:927] (3/8) Epoch 11, batch 13250, giga_loss[loss=0.1883, simple_loss=0.2753, pruned_loss=0.05067, over 12446.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2854, pruned_loss=0.06007, over 2474907.58 frames. utt_duration=558.8 frames, utt_pad_proportion=0.0578, over 17765.33 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.291, pruned_loss=0.05783, over 2462311.71 frames. utt_duration=1252 frames, utt_pad_proportion=0.05946, over 7876.42 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.285, pruned_loss=0.05989, over 2474971.08 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05716, over 18669.14 utterances.], batch size: 55, lr: 3.39e-04
2022-08-27 16:54:44,293 INFO [train.py:927] (3/8) Epoch 11, batch 13300, giga_loss[loss=0.2093, simple_loss=0.3061, pruned_loss=0.05621, over 12320.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.0285, over 74.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2867, pruned_loss=0.06021, over 2475372.36 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06126, over 18258.22 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2912, pruned_loss=0.05799, over 2462380.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.0637, over 7967.76 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2861, pruned_loss=0.05996, over 2475581.01 frames. utt_duration=520.8 frames, utt_pad_proportion=0.05908, over 19069.36 utterances.], batch size: 74, lr: 3.39e-04
2022-08-27 16:56:26,851 INFO [train.py:927] (3/8) Epoch 11, batch 13350, giga_loss[loss=0.1969, simple_loss=0.2889, pruned_loss=0.05245, over 12399.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02881, over 58.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2889, pruned_loss=0.06099, over 2474405.70 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05725, over 17369.09 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2909, pruned_loss=0.058, over 2462158.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06257, over 7925.96 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2886, pruned_loss=0.06083, over 2475055.24 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05601, over 18279.12 utterances.], batch size: 58, lr: 3.39e-04
2022-08-27 16:58:07,543 INFO [train.py:927] (3/8) Epoch 11, batch 13400, giga_loss[loss=0.1833, simple_loss=0.2675, pruned_loss=0.04956, over 12087.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0364, over 30.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2905, pruned_loss=0.06172, over 2473741.48 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05446, over 16678.52 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2905, pruned_loss=0.05804, over 2462221.25 frames. utt_duration=1251 frames, utt_pad_proportion=0.06158, over 7883.24 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2906, pruned_loss=0.06163, over 2474462.31 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05392, over 17651.19 utterances.], batch size: 30, lr: 3.39e-04
2022-08-27 16:59:53,900 INFO [train.py:927] (3/8) Epoch 11, batch 13450, libri_loss[loss=0.2461, simple_loss=0.3144, pruned_loss=0.08886, over 12298.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006376, over 35.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2966, pruned_loss=0.06608, over 2473461.03 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05713, over 16936.89 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2909, pruned_loss=0.05843, over 2462399.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.06045, over 7863.32 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2964, pruned_loss=0.0658, over 2474148.17 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05699, over 17936.21 utterances.], batch size: 35, lr: 3.39e-04
2022-08-27 17:01:39,192 INFO [train.py:927] (3/8) Epoch 11, batch 13500, libri_loss[loss=0.2088, simple_loss=0.2886, pruned_loss=0.06448, over 12189.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005441, over 33.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3036, pruned_loss=0.07025, over 2473724.04 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05435, over 17557.54 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2907, pruned_loss=0.05842, over 2462205.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.0598, over 7840.51 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3037, pruned_loss=0.07015, over 2474594.07 frames. utt_duration=536.8 frames, utt_pad_proportion=0.0546, over 18490.16 utterances.], batch size: 33, lr: 3.39e-04
2022-08-27 17:03:24,918 INFO [train.py:927] (3/8) Epoch 11, batch 13550, libri_loss[loss=0.235, simple_loss=0.3159, pruned_loss=0.07703, over 12280.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.06428, over 51.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3106, pruned_loss=0.07518, over 2473381.20 frames. utt_duration=550.7 frames, utt_pad_proportion=0.05558, over 18014.27 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2911, pruned_loss=0.05876, over 2462260.87 frames. utt_duration=1257 frames, utt_pad_proportion=0.05876, over 7847.37 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3109, pruned_loss=0.07523, over 2474357.30 frames. utt_duration=520.9 frames, utt_pad_proportion=0.05609, over 19053.15 utterances.], batch size: 51, lr: 3.39e-04
2022-08-27 17:05:10,565 INFO [train.py:927] (3/8) Epoch 11, batch 13600, giga_loss[loss=0.2442, simple_loss=0.3184, pruned_loss=0.08501, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3132, pruned_loss=0.0777, over 2474147.93 frames. utt_duration=539.3 frames, utt_pad_proportion=0.0618, over 18401.49 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.291, pruned_loss=0.05913, over 2462286.62 frames. utt_duration=1262 frames, utt_pad_proportion=0.05726, over 7812.11 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3144, pruned_loss=0.07811, over 2475386.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06242, over 19697.03 utterances.], batch size: 80, lr: 3.39e-04
2022-08-27 17:06:56,130 INFO [train.py:927] (3/8) Epoch 11, batch 13650, giga_loss[loss=0.216, simple_loss=0.2928, pruned_loss=0.06955, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02451, over 48.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3179, pruned_loss=0.0825, over 2474750.87 frames. utt_duration=497.5 frames, utt_pad_proportion=0.0764, over 19956.98 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2916, pruned_loss=0.05963, over 2462630.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05633, over 7820.66 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3191, pruned_loss=0.0831, over 2475901.17 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07653, over 21396.38 utterances.], batch size: 48, lr: 3.39e-04
2022-08-27 17:08:46,384 INFO [train.py:927] (3/8) Epoch 11, batch 13700, giga_loss[loss=0.2726, simple_loss=0.3506, pruned_loss=0.09734, over 12367.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04653, over 146.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3231, pruned_loss=0.08689, over 2474851.57 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07854, over 20564.84 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2914, pruned_loss=0.05964, over 2462727.29 frames. utt_duration=1265 frames, utt_pad_proportion=0.05521, over 7795.33 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.325, pruned_loss=0.08802, over 2476012.02 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07903, over 22073.08 utterances.], batch size: 146, lr: 3.39e-04
2022-08-27 17:10:33,992 INFO [train.py:927] (3/8) Epoch 11, batch 13750, libri_loss[loss=0.2178, simple_loss=0.3067, pruned_loss=0.06449, over 12357.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0165, over 41.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3242, pruned_loss=0.08845, over 2475151.75 frames. utt_duration=481 frames, utt_pad_proportion=0.07523, over 20646.93 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2919, pruned_loss=0.06001, over 2463287.96 frames. utt_duration=1261 frames, utt_pad_proportion=0.05452, over 7822.83 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3265, pruned_loss=0.09007, over 2476002.29 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07641, over 22316.97 utterances.], batch size: 41, lr: 3.39e-04
2022-08-27 17:12:18,703 INFO [train.py:927] (3/8) Epoch 11, batch 13800, giga_loss[loss=0.3312, simple_loss=0.3787, pruned_loss=0.1419, over 12408.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06321, over 183.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3264, pruned_loss=0.08991, over 2474528.43 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0789, over 21876.33 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2918, pruned_loss=0.06009, over 2463106.32 frames. utt_duration=1265 frames, utt_pad_proportion=0.05404, over 7800.62 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3287, pruned_loss=0.0915, over 2475508.31 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07979, over 23388.12 utterances.], batch size: 183, lr: 3.38e-04
2022-08-27 17:14:04,402 INFO [train.py:927] (3/8) Epoch 11, batch 13850, libri_loss[loss=0.1967, simple_loss=0.2704, pruned_loss=0.06147, over 12216.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009739, over 29.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3274, pruned_loss=0.09021, over 2475160.14 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07918, over 22325.87 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2924, pruned_loss=0.06092, over 2463724.38 frames. utt_duration=1269 frames, utt_pad_proportion=0.05314, over 7775.78 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3302, pruned_loss=0.09198, over 2475867.20 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08045, over 24173.16 utterances.], batch size: 29, lr: 3.38e-04
2022-08-27 17:15:55,014 INFO [train.py:927] (3/8) Epoch 11, batch 13900, giga_loss[loss=0.2024, simple_loss=0.2871, pruned_loss=0.05888, over 12361.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02904, over 70.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3246, pruned_loss=0.08712, over 2475189.32 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07536, over 21882.72 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2923, pruned_loss=0.06117, over 2463917.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.05176, over 7756.22 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.328, pruned_loss=0.08931, over 2476007.27 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07734, over 23906.39 utterances.], batch size: 70, lr: 3.38e-04
2022-08-27 17:17:42,793 INFO [train.py:927] (3/8) Epoch 11, batch 13950, giga_loss[loss=0.2191, simple_loss=0.3005, pruned_loss=0.06881, over 12354.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02818, over 66.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3212, pruned_loss=0.08439, over 2474502.68 frames. utt_duration=471 frames, utt_pad_proportion=0.07235, over 21078.76 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2922, pruned_loss=0.06135, over 2464288.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.05044, over 7721.23 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3252, pruned_loss=0.08681, over 2475160.90 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07488, over 23204.16 utterances.], batch size: 66, lr: 3.38e-04
2022-08-27 17:19:29,904 INFO [train.py:927] (3/8) Epoch 11, batch 14000, giga_loss[loss=0.2374, simple_loss=0.3071, pruned_loss=0.08382, over 12414.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04992, over 34.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3189, pruned_loss=0.0824, over 2474243.21 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0736, over 20738.77 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2924, pruned_loss=0.06143, over 2464356.63 frames. utt_duration=1280 frames, utt_pad_proportion=0.04943, over 7707.33 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.323, pruned_loss=0.08507, over 2475091.49 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07611, over 22944.27 utterances.], batch size: 34, lr: 3.38e-04
2022-08-27 17:21:18,176 INFO [train.py:927] (3/8) Epoch 11, batch 14050, giga_loss[loss=0.2443, simple_loss=0.3166, pruned_loss=0.08605, over 12345.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02412, over 45.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3186, pruned_loss=0.0822, over 2474664.91 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07341, over 20789.17 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2927, pruned_loss=0.06181, over 2464575.44 frames. utt_duration=1282 frames, utt_pad_proportion=0.04846, over 7698.68 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3222, pruned_loss=0.08446, over 2475365.37 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07589, over 22848.94 utterances.], batch size: 45, lr: 3.38e-04
2022-08-27 17:23:10,638 INFO [train.py:927] (3/8) Epoch 11, batch 14100, giga_loss[loss=0.23, simple_loss=0.3301, pruned_loss=0.06494, over 12335.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02851, over 66.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3185, pruned_loss=0.08049, over 2474332.33 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07099, over 19942.16 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2932, pruned_loss=0.06254, over 2464823.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.0525, over 7784.85 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3217, pruned_loss=0.08226, over 2475002.11 frames. utt_duration=453 frames, utt_pad_proportion=0.07227, over 21924.95 utterances.], batch size: 66, lr: 3.38e-04
2022-08-27 17:25:03,884 INFO [train.py:927] (3/8) Epoch 11, batch 14150, giga_loss[loss=0.241, simple_loss=0.3258, pruned_loss=0.07807, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03242, over 123.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3183, pruned_loss=0.07933, over 2474686.06 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06692, over 19610.42 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2932, pruned_loss=0.06285, over 2464626.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.05247, over 7792.41 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3214, pruned_loss=0.08084, over 2475613.43 frames. utt_duration=462.9 frames, utt_pad_proportion=0.06844, over 21458.66 utterances.], batch size: 123, lr: 3.38e-04
2022-08-27 17:26:48,923 INFO [train.py:927] (3/8) Epoch 11, batch 14200, giga_loss[loss=0.2071, simple_loss=0.2931, pruned_loss=0.06059, over 12279.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02665, over 54.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3171, pruned_loss=0.07918, over 2473905.75 frames. utt_duration=504.6 frames, utt_pad_proportion=0.0726, over 19666.21 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2932, pruned_loss=0.06309, over 2464451.47 frames. utt_duration=1273 frames, utt_pad_proportion=0.05145, over 7754.31 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3203, pruned_loss=0.08059, over 2475066.56 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07385, over 21505.25 utterances.], batch size: 54, lr: 3.38e-04
2022-08-27 17:28:35,894 INFO [train.py:927] (3/8) Epoch 11, batch 14250, giga_loss[loss=0.2282, simple_loss=0.3055, pruned_loss=0.07545, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03178, over 85.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3142, pruned_loss=0.07837, over 2473782.66 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07457, over 19361.93 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2928, pruned_loss=0.06293, over 2464486.49 frames. utt_duration=1277 frames, utt_pad_proportion=0.0507, over 7727.42 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3174, pruned_loss=0.07989, over 2474842.36 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07578, over 21046.14 utterances.], batch size: 85, lr: 3.38e-04
2022-08-27 17:30:23,823 INFO [train.py:927] (3/8) Epoch 11, batch 14300, libri_loss[loss=0.2211, simple_loss=0.3037, pruned_loss=0.06928, over 12375.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03775, over 46.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3142, pruned_loss=0.07744, over 2473693.57 frames. utt_duration=512.3 frames, utt_pad_proportion=0.07287, over 19367.01 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2928, pruned_loss=0.06308, over 2464396.75 frames. utt_duration=1281 frames, utt_pad_proportion=0.04981, over 7703.01 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3174, pruned_loss=0.07894, over 2474886.99 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07449, over 21074.05 utterances.], batch size: 46, lr: 3.38e-04
2022-08-27 17:32:11,490 INFO [train.py:927] (3/8) Epoch 11, batch 14350, libri_loss[loss=0.195, simple_loss=0.274, pruned_loss=0.05799, over 12444.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006362, over 32.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3134, pruned_loss=0.07685, over 2474294.29 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07502, over 19948.04 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2931, pruned_loss=0.06333, over 2464813.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.04987, over 7718.74 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3161, pruned_loss=0.07809, over 2475041.01 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0763, over 21500.98 utterances.], batch size: 32, lr: 3.38e-04
2022-08-27 17:33:56,516 INFO [train.py:927] (3/8) Epoch 11, batch 14400, giga_loss[loss=0.228, simple_loss=0.3109, pruned_loss=0.07251, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3133, pruned_loss=0.07741, over 2474696.33 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07299, over 19743.78 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2938, pruned_loss=0.06398, over 2464884.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.0572, over 7873.99 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3156, pruned_loss=0.07832, over 2475621.26 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07214, over 21301.80 utterances.], batch size: 62, lr: 3.38e-04
2022-08-27 17:35:39,782 INFO [train.py:927] (3/8) Epoch 11, batch 14450, giga_loss[loss=0.2108, simple_loss=0.2906, pruned_loss=0.06549, over 12459.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03426, over 98.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07694, over 2474602.66 frames. utt_duration=510 frames, utt_pad_proportion=0.06853, over 19463.12 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2942, pruned_loss=0.06423, over 2464702.95 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 7911.43 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3139, pruned_loss=0.0778, over 2475784.28 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06814, over 21005.62 utterances.], batch size: 98, lr: 3.38e-04
2022-08-27 17:37:25,219 INFO [train.py:927] (3/8) Epoch 11, batch 14500, giga_loss[loss=0.222, simple_loss=0.306, pruned_loss=0.06902, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03732, over 105.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07702, over 2474253.18 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06806, over 19389.34 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2941, pruned_loss=0.06426, over 2464638.93 frames. utt_duration=1255 frames, utt_pad_proportion=0.05645, over 7864.68 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07802, over 2475508.27 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06824, over 20973.74 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:39:12,007 INFO [train.py:927] (3/8) Epoch 11, batch 14550, libri_loss[loss=0.2272, simple_loss=0.3045, pruned_loss=0.07492, over 12478.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005473, over 37.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3108, pruned_loss=0.07743, over 2474372.35 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06861, over 19620.01 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2938, pruned_loss=0.06429, over 2465035.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05553, over 7845.25 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3131, pruned_loss=0.07849, over 2475221.90 frames. utt_duration=469.1 frames, utt_pad_proportion=0.0691, over 21170.41 utterances.], batch size: 37, lr: 3.38e-04
2022-08-27 17:40:55,786 INFO [train.py:927] (3/8) Epoch 11, batch 14600, giga_loss[loss=0.2276, simple_loss=0.3122, pruned_loss=0.07147, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03681, over 40.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3102, pruned_loss=0.07644, over 2474464.35 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07093, over 19414.74 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2938, pruned_loss=0.06448, over 2465582.81 frames. utt_duration=1255 frames, utt_pad_proportion=0.05546, over 7869.45 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07759, over 2474985.33 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07145, over 21089.94 utterances.], batch size: 40, lr: 3.38e-04
2022-08-27 17:42:44,161 INFO [train.py:927] (3/8) Epoch 11, batch 14650, giga_loss[loss=0.2077, simple_loss=0.2992, pruned_loss=0.05806, over 12382.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02736, over 70.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3109, pruned_loss=0.0768, over 2474039.20 frames. utt_duration=510 frames, utt_pad_proportion=0.07186, over 19460.08 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2941, pruned_loss=0.06471, over 2465690.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.05479, over 7878.56 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.07783, over 2474577.93 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07267, over 21107.51 utterances.], batch size: 70, lr: 3.38e-04
2022-08-27 17:44:28,948 INFO [train.py:927] (3/8) Epoch 11, batch 14700, libri_loss[loss=0.1878, simple_loss=0.2711, pruned_loss=0.05228, over 12173.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006603, over 33.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.312, pruned_loss=0.07821, over 2473831.04 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07212, over 19836.50 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06479, over 2465264.99 frames. utt_duration=1247 frames, utt_pad_proportion=0.05748, over 7915.95 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07946, over 2474961.78 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07216, over 21575.30 utterances.], batch size: 33, lr: 3.38e-04
2022-08-27 17:46:10,405 INFO [train.py:927] (3/8) Epoch 11, batch 14750, giga_loss[loss=0.3425, simple_loss=0.4005, pruned_loss=0.1422, over 12349.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3129, pruned_loss=0.0801, over 2474604.57 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07247, over 20391.19 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2934, pruned_loss=0.06475, over 2465627.43 frames. utt_duration=1250 frames, utt_pad_proportion=0.05639, over 7897.50 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3163, pruned_loss=0.08178, over 2475573.90 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07303, over 22327.58 utterances.], batch size: 356, lr: 3.38e-04
2022-08-27 17:47:56,679 INFO [train.py:927] (3/8) Epoch 11, batch 14800, giga_loss[loss=0.2335, simple_loss=0.307, pruned_loss=0.07995, over 12457.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03678, over 105.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3136, pruned_loss=0.08066, over 2474841.93 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07522, over 20799.71 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2933, pruned_loss=0.06478, over 2465589.57 frames. utt_duration=1255 frames, utt_pad_proportion=0.05564, over 7867.40 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08233, over 2475856.07 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07585, over 22665.08 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:49:41,921 INFO [train.py:927] (3/8) Epoch 11, batch 14850, giga_loss[loss=0.2478, simple_loss=0.3366, pruned_loss=0.0795, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0453, over 31.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.07923, over 2474362.58 frames. utt_duration=479.9 frames, utt_pad_proportion=0.0731, over 20685.10 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2932, pruned_loss=0.06472, over 2465260.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.05504, over 7847.50 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3159, pruned_loss=0.08079, over 2475597.37 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07401, over 22347.03 utterances.], batch size: 31, lr: 3.38e-04
2022-08-27 17:51:30,452 INFO [train.py:927] (3/8) Epoch 11, batch 14900, giga_loss[loss=0.2399, simple_loss=0.3151, pruned_loss=0.08239, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3103, pruned_loss=0.07778, over 2474429.34 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0727, over 20157.32 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2931, pruned_loss=0.06461, over 2465492.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.0546, over 7840.05 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3128, pruned_loss=0.07921, over 2475280.70 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07365, over 21577.85 utterances.], batch size: 133, lr: 3.38e-04
2022-08-27 17:53:15,520 INFO [train.py:927] (3/8) Epoch 11, batch 14950, giga_loss[loss=0.2358, simple_loss=0.3146, pruned_loss=0.07845, over 12412.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03962, over 105.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3114, pruned_loss=0.07853, over 2474849.85 frames. utt_duration=497 frames, utt_pad_proportion=0.07332, over 19977.55 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2936, pruned_loss=0.0651, over 2465735.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.05847, over 7919.65 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3134, pruned_loss=0.07958, over 2475572.70 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07302, over 21379.41 utterances.], batch size: 105, lr: 3.38e-04
2022-08-27 17:55:03,172 INFO [train.py:927] (3/8) Epoch 11, batch 15000, giga_loss[loss=0.2186, simple_loss=0.3118, pruned_loss=0.06271, over 12321.00 frames. utt_duration=914.3 frames, utt_pad_proportion=0.02323, over 54.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3146, pruned_loss=0.07819, over 2474365.18 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07429, over 20206.78 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2933, pruned_loss=0.06501, over 2465523.56 frames. utt_duration=1251 frames, utt_pad_proportion=0.05763, over 7894.46 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3168, pruned_loss=0.07936, over 2475287.00 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0744, over 21566.45 utterances.], batch size: 54, lr: 3.38e-04
2022-08-27 17:55:03,173 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 17:55:16,638 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.176, simple_loss=0.2861, pruned_loss=0.03291, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 17:56:59,776 INFO [train.py:927] (3/8) Epoch 11, batch 15050, giga_loss[loss=0.2533, simple_loss=0.3363, pruned_loss=0.08516, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02744, over 91.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3154, pruned_loss=0.07879, over 2474511.83 frames. utt_duration=482.7 frames, utt_pad_proportion=0.08178, over 20569.27 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2931, pruned_loss=0.065, over 2465807.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.06168, over 7958.60 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.318, pruned_loss=0.08016, over 2475259.11 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08022, over 22003.49 utterances.], batch size: 91, lr: 3.38e-04
2022-08-27 17:58:45,558 INFO [train.py:927] (3/8) Epoch 11, batch 15100, giga_loss[loss=0.3038, simple_loss=0.3616, pruned_loss=0.123, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07211, over 212.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3151, pruned_loss=0.07915, over 2474525.25 frames. utt_duration=491.4 frames, utt_pad_proportion=0.08207, over 20203.57 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.293, pruned_loss=0.0649, over 2465762.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.06053, over 7930.96 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3178, pruned_loss=0.08065, over 2475357.00 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08137, over 21659.66 utterances.], batch size: 212, lr: 3.38e-04
2022-08-27 18:00:30,851 INFO [train.py:927] (3/8) Epoch 11, batch 15150, giga_loss[loss=0.2194, simple_loss=0.2972, pruned_loss=0.07074, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03399, over 80.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3135, pruned_loss=0.07931, over 2474200.21 frames. utt_duration=494.9 frames, utt_pad_proportion=0.08132, over 20058.14 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2932, pruned_loss=0.06508, over 2465486.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.05982, over 7917.07 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3158, pruned_loss=0.08052, over 2475213.18 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08115, over 21387.90 utterances.], batch size: 80, lr: 3.38e-04
2022-08-27 18:02:14,737 INFO [train.py:927] (3/8) Epoch 11, batch 15200, giga_loss[loss=0.2283, simple_loss=0.3081, pruned_loss=0.07423, over 12373.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3126, pruned_loss=0.07878, over 2474227.03 frames. utt_duration=507 frames, utt_pad_proportion=0.07919, over 19575.04 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2936, pruned_loss=0.06527, over 2465394.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.05895, over 7890.00 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3144, pruned_loss=0.07983, over 2475276.87 frames. utt_duration=476 frames, utt_pad_proportion=0.07958, over 20863.96 utterances.], batch size: 58, lr: 3.38e-04
2022-08-27 18:04:02,221 INFO [train.py:927] (3/8) Epoch 11, batch 15250, giga_loss[loss=0.249, simple_loss=0.3249, pruned_loss=0.08654, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02686, over 48.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3131, pruned_loss=0.08009, over 2474848.12 frames. utt_duration=489.6 frames, utt_pad_proportion=0.08078, over 20280.51 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2941, pruned_loss=0.06565, over 2465566.85 frames. utt_duration=1240 frames, utt_pad_proportion=0.06286, over 7965.84 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3143, pruned_loss=0.08078, over 2475642.68 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07996, over 21390.78 utterances.], batch size: 48, lr: 3.38e-04
2022-08-27 18:05:46,904 INFO [train.py:927] (3/8) Epoch 11, batch 15300, giga_loss[loss=0.2621, simple_loss=0.344, pruned_loss=0.09013, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03977, over 133.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3125, pruned_loss=0.07964, over 2474655.95 frames. utt_duration=483.7 frames, utt_pad_proportion=0.0803, over 20526.18 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.294, pruned_loss=0.06566, over 2465934.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06221, over 7947.46 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08037, over 2475067.04 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07999, over 21593.72 utterances.], batch size: 133, lr: 3.38e-04
2022-08-27 18:07:30,821 INFO [train.py:927] (3/8) Epoch 11, batch 15350, giga_loss[loss=0.2638, simple_loss=0.3399, pruned_loss=0.09386, over 12405.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03783, over 113.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3144, pruned_loss=0.08076, over 2474723.92 frames. utt_duration=481.5 frames, utt_pad_proportion=0.08343, over 20620.70 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2942, pruned_loss=0.06575, over 2465801.19 frames. utt_duration=1241 frames, utt_pad_proportion=0.06151, over 7958.82 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3158, pruned_loss=0.08166, over 2475418.86 frames. utt_duration=455.4 frames, utt_pad_proportion=0.08344, over 21814.10 utterances.], batch size: 113, lr: 3.38e-04
2022-08-27 18:09:11,005 INFO [train.py:927] (3/8) Epoch 11, batch 15400, giga_loss[loss=0.2277, simple_loss=0.326, pruned_loss=0.06467, over 12469.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3148, pruned_loss=0.08033, over 2474876.32 frames. utt_duration=500.3 frames, utt_pad_proportion=0.08034, over 19846.27 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2948, pruned_loss=0.0663, over 2466089.50 frames. utt_duration=1230 frames, utt_pad_proportion=0.06484, over 8026.73 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3165, pruned_loss=0.08132, over 2475624.16 frames. utt_duration=465 frames, utt_pad_proportion=0.07977, over 21364.76 utterances.], batch size: 75, lr: 3.38e-04
2022-08-27 18:10:52,069 INFO [train.py:927] (3/8) Epoch 11, batch 15450, giga_loss[loss=0.2391, simple_loss=0.3292, pruned_loss=0.07446, over 12336.00 frames. utt_duration=626.1 frames, utt_pad_proportion=0.02775, over 79.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3159, pruned_loss=0.07873, over 2474499.84 frames. utt_duration=518.9 frames, utt_pad_proportion=0.0758, over 19128.48 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2947, pruned_loss=0.0663, over 2465736.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.06345, over 7992.42 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07985, over 2475655.90 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07624, over 20685.61 utterances.], batch size: 79, lr: 3.37e-04
2022-08-27 18:12:33,774 INFO [train.py:927] (3/8) Epoch 11, batch 15500, giga_loss[loss=0.338, simple_loss=0.388, pruned_loss=0.144, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0671, over 212.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3175, pruned_loss=0.07962, over 2474600.45 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07192, over 19082.66 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2944, pruned_loss=0.06615, over 2465564.82 frames. utt_duration=1242 frames, utt_pad_proportion=0.06205, over 7952.18 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3199, pruned_loss=0.08101, over 2475937.62 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07314, over 20672.86 utterances.], batch size: 212, lr: 3.37e-04
2022-08-27 18:14:18,510 INFO [train.py:927] (3/8) Epoch 11, batch 15550, giga_loss[loss=0.2189, simple_loss=0.306, pruned_loss=0.06585, over 12373.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3183, pruned_loss=0.08107, over 2474002.57 frames. utt_duration=509.7 frames, utt_pad_proportion=0.07295, over 19473.11 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2941, pruned_loss=0.06595, over 2465509.02 frames. utt_duration=1241 frames, utt_pad_proportion=0.06219, over 7958.05 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3208, pruned_loss=0.08252, over 2475224.58 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07383, over 20875.18 utterances.], batch size: 70, lr: 3.37e-04
2022-08-27 18:15:58,460 INFO [train.py:927] (3/8) Epoch 11, batch 15600, giga_loss[loss=0.1956, simple_loss=0.2932, pruned_loss=0.04903, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3186, pruned_loss=0.08153, over 2474251.90 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07885, over 20536.74 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2942, pruned_loss=0.06634, over 2465644.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.06142, over 7934.92 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3211, pruned_loss=0.08277, over 2475339.70 frames. utt_duration=451 frames, utt_pad_proportion=0.07962, over 22025.04 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:17:45,108 INFO [train.py:927] (3/8) Epoch 11, batch 15650, libri_loss[loss=0.184, simple_loss=0.2592, pruned_loss=0.05441, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006964, over 31.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3173, pruned_loss=0.07936, over 2473785.96 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07658, over 20064.16 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2935, pruned_loss=0.06607, over 2465629.83 frames. utt_duration=1252 frames, utt_pad_proportion=0.05988, over 7887.80 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3207, pruned_loss=0.08104, over 2474934.43 frames. utt_duration=458 frames, utt_pad_proportion=0.07797, over 21683.23 utterances.], batch size: 31, lr: 3.37e-04
2022-08-27 18:19:27,990 INFO [train.py:927] (3/8) Epoch 11, batch 15700, giga_loss[loss=0.2231, simple_loss=0.3142, pruned_loss=0.06605, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02579, over 70.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3185, pruned_loss=0.08019, over 2474446.58 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07826, over 20422.32 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2935, pruned_loss=0.0661, over 2465742.66 frames. utt_duration=1253 frames, utt_pad_proportion=0.0594, over 7879.96 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3214, pruned_loss=0.0816, over 2475323.27 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07941, over 21803.47 utterances.], batch size: 70, lr: 3.37e-04
2022-08-27 18:21:11,649 INFO [train.py:927] (3/8) Epoch 11, batch 15750, giga_loss[loss=0.2701, simple_loss=0.3398, pruned_loss=0.1002, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05429, over 162.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3178, pruned_loss=0.08105, over 2474443.70 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07903, over 20720.10 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2936, pruned_loss=0.06627, over 2465542.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.05917, over 7878.78 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3206, pruned_loss=0.08234, over 2475526.05 frames. utt_duration=449.5 frames, utt_pad_proportion=0.08012, over 22102.33 utterances.], batch size: 162, lr: 3.37e-04
2022-08-27 18:22:54,261 INFO [train.py:927] (3/8) Epoch 11, batch 15800, giga_loss[loss=0.2941, simple_loss=0.3405, pruned_loss=0.1239, over 12363.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2143, over 374.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3164, pruned_loss=0.08084, over 2474740.74 frames. utt_duration=472.1 frames, utt_pad_proportion=0.08161, over 21034.69 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2938, pruned_loss=0.06639, over 2465644.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.05831, over 7860.09 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3189, pruned_loss=0.08208, over 2475697.45 frames. utt_duration=442.8 frames, utt_pad_proportion=0.08274, over 22437.60 utterances.], batch size: 374, lr: 3.37e-04
2022-08-27 18:24:32,573 INFO [train.py:927] (3/8) Epoch 11, batch 15850, libri_loss[loss=0.1823, simple_loss=0.2631, pruned_loss=0.05076, over 12231.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005745, over 31.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.315, pruned_loss=0.08057, over 2474495.31 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07728, over 20751.83 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2933, pruned_loss=0.06613, over 2465555.41 frames. utt_duration=1264 frames, utt_pad_proportion=0.05712, over 7810.87 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3182, pruned_loss=0.08221, over 2475609.27 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07896, over 22280.66 utterances.], batch size: 31, lr: 3.37e-04
2022-08-27 18:26:12,367 INFO [train.py:927] (3/8) Epoch 11, batch 15900, giga_loss[loss=0.2969, simple_loss=0.3501, pruned_loss=0.1218, over 12388.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3129, pruned_loss=0.07835, over 2475254.29 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07893, over 21843.12 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2937, pruned_loss=0.06631, over 2465542.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05668, over 7808.76 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3152, pruned_loss=0.07958, over 2476230.20 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08032, over 23173.11 utterances.], batch size: 258, lr: 3.37e-04
2022-08-27 18:27:58,581 INFO [train.py:927] (3/8) Epoch 11, batch 15950, giga_loss[loss=0.2486, simple_loss=0.3237, pruned_loss=0.08673, over 12395.00 frames. utt_duration=311.2 frames, utt_pad_proportion=0.04542, over 160.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3119, pruned_loss=0.07836, over 2475328.00 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07681, over 22043.30 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2933, pruned_loss=0.06615, over 2465451.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.05549, over 7765.06 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3147, pruned_loss=0.07982, over 2476490.64 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07852, over 23533.95 utterances.], batch size: 160, lr: 3.37e-04
2022-08-27 18:29:42,095 INFO [train.py:927] (3/8) Epoch 11, batch 16000, giga_loss[loss=0.2183, simple_loss=0.3112, pruned_loss=0.06272, over 12382.00 frames. utt_duration=661.9 frames, utt_pad_proportion=0.03656, over 75.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3095, pruned_loss=0.07703, over 2474496.32 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07482, over 21133.87 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2929, pruned_loss=0.06599, over 2465249.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.05436, over 7738.42 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3125, pruned_loss=0.07866, over 2475856.47 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07694, over 22732.99 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:31:22,751 INFO [train.py:927] (3/8) Epoch 11, batch 16050, giga_loss[loss=0.2244, simple_loss=0.3118, pruned_loss=0.06851, over 12341.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.311, pruned_loss=0.07727, over 2474877.28 frames. utt_duration=489 frames, utt_pad_proportion=0.06952, over 20304.82 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2929, pruned_loss=0.06601, over 2465484.07 frames. utt_duration=1279 frames, utt_pad_proportion=0.05335, over 7719.16 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.0788, over 2475961.13 frames. utt_duration=454 frames, utt_pad_proportion=0.07207, over 21886.70 utterances.], batch size: 62, lr: 3.37e-04
2022-08-27 18:33:05,693 INFO [train.py:927] (3/8) Epoch 11, batch 16100, giga_loss[loss=0.2484, simple_loss=0.3199, pruned_loss=0.08845, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03757, over 123.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3112, pruned_loss=0.07754, over 2474572.07 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06947, over 20550.75 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2931, pruned_loss=0.06617, over 2465442.95 frames. utt_duration=1277 frames, utt_pad_proportion=0.05327, over 7729.63 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3136, pruned_loss=0.07882, over 2475641.12 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07163, over 22021.76 utterances.], batch size: 123, lr: 3.37e-04
2022-08-27 18:34:58,564 INFO [train.py:927] (3/8) Epoch 11, batch 16150, libri_loss[loss=0.1966, simple_loss=0.2684, pruned_loss=0.06242, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006444, over 32.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07794, over 2474188.81 frames. utt_duration=502.4 frames, utt_pad_proportion=0.07193, over 19755.92 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.294, pruned_loss=0.06649, over 2465561.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05699, over 7804.93 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07906, over 2475247.65 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07262, over 21275.00 utterances.], batch size: 32, lr: 3.37e-04
2022-08-27 18:36:44,853 INFO [train.py:927] (3/8) Epoch 11, batch 16200, giga_loss[loss=0.2391, simple_loss=0.321, pruned_loss=0.07863, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03285, over 37.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3139, pruned_loss=0.07925, over 2474959.27 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07586, over 20578.97 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2939, pruned_loss=0.06656, over 2465775.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05587, over 7787.88 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3157, pruned_loss=0.08037, over 2475817.27 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07661, over 22091.22 utterances.], batch size: 37, lr: 3.37e-04
2022-08-27 18:38:35,534 INFO [train.py:927] (3/8) Epoch 11, batch 16250, giga_loss[loss=0.221, simple_loss=0.3132, pruned_loss=0.06446, over 12398.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05125, over 161.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3155, pruned_loss=0.08052, over 2475422.36 frames. utt_duration=457.5 frames, utt_pad_proportion=0.08192, over 21711.38 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2937, pruned_loss=0.06649, over 2465680.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05556, over 7766.24 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3175, pruned_loss=0.08164, over 2476305.30 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08233, over 23101.91 utterances.], batch size: 161, lr: 3.37e-04
2022-08-27 18:40:20,176 INFO [train.py:927] (3/8) Epoch 11, batch 16300, giga_loss[loss=0.235, simple_loss=0.3013, pruned_loss=0.08439, over 12335.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1942, over 364.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3155, pruned_loss=0.08021, over 2475259.36 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08296, over 22241.08 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2936, pruned_loss=0.06644, over 2465757.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.05433, over 7749.53 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3177, pruned_loss=0.08152, over 2476163.42 frames. utt_duration=418.5 frames, utt_pad_proportion=0.08377, over 23748.63 utterances.], batch size: 364, lr: 3.37e-04
2022-08-27 18:42:07,948 INFO [train.py:927] (3/8) Epoch 11, batch 16350, giga_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.06016, over 12327.00 frames. utt_duration=796.7 frames, utt_pad_proportion=0.03192, over 62.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08019, over 2475268.10 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08252, over 22197.93 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2936, pruned_loss=0.06649, over 2466126.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05333, over 7727.00 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3169, pruned_loss=0.0815, over 2475864.47 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08365, over 23739.57 utterances.], batch size: 62, lr: 3.37e-04
2022-08-27 18:43:51,617 INFO [train.py:927] (3/8) Epoch 11, batch 16400, giga_loss[loss=0.3289, simple_loss=0.3761, pruned_loss=0.1408, over 12353.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09894, over 256.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3137, pruned_loss=0.0806, over 2475244.54 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08144, over 21826.99 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2937, pruned_loss=0.06685, over 2466340.07 frames. utt_duration=1279 frames, utt_pad_proportion=0.0528, over 7720.71 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08177, over 2475796.40 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08284, over 23510.68 utterances.], batch size: 256, lr: 3.37e-04
2022-08-27 18:45:38,398 INFO [train.py:927] (3/8) Epoch 11, batch 16450, giga_loss[loss=0.2203, simple_loss=0.3072, pruned_loss=0.06665, over 12347.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03194, over 51.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3134, pruned_loss=0.08026, over 2475078.43 frames. utt_duration=451 frames, utt_pad_proportion=0.0837, over 22022.25 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2937, pruned_loss=0.06676, over 2466358.82 frames. utt_duration=1280 frames, utt_pad_proportion=0.05224, over 7716.98 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3155, pruned_loss=0.08144, over 2475604.98 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08495, over 23539.72 utterances.], batch size: 51, lr: 3.37e-04
2022-08-27 18:47:23,086 INFO [train.py:927] (3/8) Epoch 11, batch 16500, giga_loss[loss=0.2483, simple_loss=0.3266, pruned_loss=0.08494, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3151, pruned_loss=0.08175, over 2475409.55 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08228, over 21573.45 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2944, pruned_loss=0.06711, over 2466405.24 frames. utt_duration=1269 frames, utt_pad_proportion=0.05595, over 7780.97 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3166, pruned_loss=0.08268, over 2475995.00 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08261, over 23046.73 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:49:08,070 INFO [train.py:927] (3/8) Epoch 11, batch 16550, giga_loss[loss=0.2139, simple_loss=0.2996, pruned_loss=0.06414, over 12417.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03369, over 75.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3144, pruned_loss=0.08142, over 2474628.66 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08558, over 21518.69 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2945, pruned_loss=0.06724, over 2466503.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05472, over 7765.53 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3161, pruned_loss=0.08244, over 2475242.33 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08618, over 23067.13 utterances.], batch size: 75, lr: 3.37e-04
2022-08-27 18:50:52,451 INFO [train.py:927] (3/8) Epoch 11, batch 16600, giga_loss[loss=0.2562, simple_loss=0.3287, pruned_loss=0.09188, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02932, over 91.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3151, pruned_loss=0.08197, over 2474900.44 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08467, over 22019.27 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2946, pruned_loss=0.06744, over 2466791.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.05428, over 7773.08 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3167, pruned_loss=0.08287, over 2475273.74 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08553, over 23506.79 utterances.], batch size: 91, lr: 3.37e-04
2022-08-27 18:52:38,423 INFO [train.py:927] (3/8) Epoch 11, batch 16650, giga_loss[loss=0.2615, simple_loss=0.3306, pruned_loss=0.09623, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05987, over 182.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3164, pruned_loss=0.08305, over 2473890.94 frames. utt_duration=445.5 frames, utt_pad_proportion=0.084, over 22288.85 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2944, pruned_loss=0.06737, over 2466342.39 frames. utt_duration=1273 frames, utt_pad_proportion=0.05343, over 7756.17 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08424, over 2474810.73 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08521, over 23887.97 utterances.], batch size: 182, lr: 3.37e-04
2022-08-27 18:54:20,692 INFO [train.py:927] (3/8) Epoch 11, batch 16700, libri_loss[loss=0.242, simple_loss=0.3165, pruned_loss=0.08381, over 12468.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008143, over 39.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3173, pruned_loss=0.08379, over 2473840.83 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08424, over 21825.97 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2944, pruned_loss=0.06743, over 2466665.24 frames. utt_duration=1278 frames, utt_pad_proportion=0.05192, over 7727.44 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3198, pruned_loss=0.08531, over 2474592.05 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08603, over 23689.62 utterances.], batch size: 39, lr: 3.37e-04
2022-08-27 18:56:01,953 INFO [train.py:927] (3/8) Epoch 11, batch 16750, giga_loss[loss=0.233, simple_loss=0.3088, pruned_loss=0.07861, over 12347.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0292, over 85.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3174, pruned_loss=0.08414, over 2473248.44 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08184, over 21743.16 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2941, pruned_loss=0.06737, over 2466311.95 frames. utt_duration=1283 frames, utt_pad_proportion=0.05048, over 7697.47 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3208, pruned_loss=0.08619, over 2474505.70 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08427, over 23929.59 utterances.], batch size: 85, lr: 3.37e-04
2022-08-27 18:57:46,000 INFO [train.py:927] (3/8) Epoch 11, batch 16800, giga_loss[loss=0.2552, simple_loss=0.3318, pruned_loss=0.08924, over 12470.00 frames. utt_duration=793.4 frames, utt_pad_proportion=0.03947, over 63.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3165, pruned_loss=0.08209, over 2473560.33 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07771, over 20446.10 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2943, pruned_loss=0.06751, over 2466150.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05356, over 7764.40 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3198, pruned_loss=0.08409, over 2474937.38 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07946, over 22571.71 utterances.], batch size: 63, lr: 3.37e-04
2022-08-27 18:59:29,386 INFO [train.py:927] (3/8) Epoch 11, batch 16850, giga_loss[loss=0.2614, simple_loss=0.3358, pruned_loss=0.09347, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06482, over 183.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3152, pruned_loss=0.08127, over 2473468.32 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07142, over 19738.88 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2944, pruned_loss=0.06783, over 2466155.84 frames. utt_duration=1274 frames, utt_pad_proportion=0.05299, over 7749.19 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.0829, over 2474719.51 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07375, over 21707.94 utterances.], batch size: 183, lr: 3.37e-04
2022-08-27 19:01:13,305 INFO [train.py:927] (3/8) Epoch 11, batch 16900, giga_loss[loss=0.2765, simple_loss=0.3466, pruned_loss=0.1032, over 12406.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04313, over 146.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3165, pruned_loss=0.08185, over 2474580.51 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07154, over 19991.84 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2945, pruned_loss=0.06794, over 2466302.92 frames. utt_duration=1278 frames, utt_pad_proportion=0.05197, over 7726.64 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3193, pruned_loss=0.08337, over 2475632.09 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07384, over 21860.21 utterances.], batch size: 146, lr: 3.37e-04
2022-08-27 19:02:57,787 INFO [train.py:927] (3/8) Epoch 11, batch 16950, libri_loss[loss=0.2818, simple_loss=0.3336, pruned_loss=0.115, over 12307.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007231, over 36.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3158, pruned_loss=0.08225, over 2473846.60 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07106, over 19767.88 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2943, pruned_loss=0.06802, over 2465941.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.05074, over 7696.97 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.319, pruned_loss=0.08392, over 2475341.05 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07367, over 21775.94 utterances.], batch size: 36, lr: 3.37e-04
2022-08-27 19:04:42,218 INFO [train.py:927] (3/8) Epoch 11, batch 17000, giga_loss[loss=0.2293, simple_loss=0.3014, pruned_loss=0.07861, over 12255.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03038, over 45.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3161, pruned_loss=0.0824, over 2473906.98 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07311, over 19775.54 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2939, pruned_loss=0.06786, over 2465896.71 frames. utt_duration=1288 frames, utt_pad_proportion=0.04986, over 7665.90 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3195, pruned_loss=0.08419, over 2475290.17 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07549, over 21668.45 utterances.], batch size: 45, lr: 3.37e-04
2022-08-27 19:06:28,254 INFO [train.py:927] (3/8) Epoch 11, batch 17050, giga_loss[loss=0.2159, simple_loss=0.2935, pruned_loss=0.06913, over 12221.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03168, over 39.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3169, pruned_loss=0.08266, over 2474362.62 frames. utt_duration=484 frames, utt_pad_proportion=0.07782, over 20510.24 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2938, pruned_loss=0.06777, over 2466182.47 frames. utt_duration=1291 frames, utt_pad_proportion=0.04879, over 7647.23 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3203, pruned_loss=0.08458, over 2475418.17 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07982, over 22383.34 utterances.], batch size: 39, lr: 3.37e-04
2022-08-27 19:08:07,044 INFO [train.py:927] (3/8) Epoch 11, batch 17100, giga_loss[loss=0.2169, simple_loss=0.2949, pruned_loss=0.0695, over 12409.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04261, over 31.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3172, pruned_loss=0.08214, over 2474674.86 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07424, over 20080.44 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2946, pruned_loss=0.068, over 2466129.71 frames. utt_duration=1288 frames, utt_pad_proportion=0.04813, over 7665.52 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3199, pruned_loss=0.08394, over 2475848.62 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0767, over 21975.33 utterances.], batch size: 31, lr: 3.36e-04
2022-08-27 19:09:48,533 INFO [train.py:927] (3/8) Epoch 11, batch 17150, libri_loss[loss=0.172, simple_loss=0.2666, pruned_loss=0.0387, over 12345.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01729, over 41.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3155, pruned_loss=0.0807, over 2474604.33 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07295, over 19923.72 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2941, pruned_loss=0.06767, over 2466271.67 frames. utt_duration=1292 frames, utt_pad_proportion=0.04727, over 7646.18 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3186, pruned_loss=0.08272, over 2475614.06 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07551, over 21730.48 utterances.], batch size: 41, lr: 3.36e-04
2022-08-27 19:11:30,505 INFO [train.py:927] (3/8) Epoch 11, batch 17200, giga_loss[loss=0.2493, simple_loss=0.3206, pruned_loss=0.08897, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06869, over 212.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08037, over 2474323.17 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07502, over 20324.94 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2947, pruned_loss=0.06809, over 2466476.02 frames. utt_duration=1276 frames, utt_pad_proportion=0.05154, over 7741.68 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08178, over 2475052.69 frames. utt_duration=455 frames, utt_pad_proportion=0.07586, over 21828.80 utterances.], batch size: 212, lr: 3.36e-04
2022-08-27 19:13:14,462 INFO [train.py:927] (3/8) Epoch 11, batch 17250, giga_loss[loss=0.2609, simple_loss=0.3301, pruned_loss=0.09588, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3117, pruned_loss=0.07966, over 2473876.34 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07219, over 20075.18 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2942, pruned_loss=0.06779, over 2466511.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.05058, over 7699.94 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3144, pruned_loss=0.08138, over 2474634.57 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07354, over 21646.25 utterances.], batch size: 212, lr: 3.36e-04
2022-08-27 19:14:58,486 INFO [train.py:927] (3/8) Epoch 11, batch 17300, giga_loss[loss=0.2229, simple_loss=0.3127, pruned_loss=0.0665, over 12338.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03112, over 70.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3116, pruned_loss=0.07955, over 2474129.03 frames. utt_duration=487.4 frames, utt_pad_proportion=0.0697, over 20368.19 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2942, pruned_loss=0.06782, over 2466140.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.04962, over 7676.66 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3141, pruned_loss=0.08115, over 2475248.07 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07135, over 21914.64 utterances.], batch size: 70, lr: 3.36e-04
2022-08-27 19:16:42,346 INFO [train.py:927] (3/8) Epoch 11, batch 17350, giga_loss[loss=0.2154, simple_loss=0.3047, pruned_loss=0.06303, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05236, over 161.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3099, pruned_loss=0.07655, over 2474351.69 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07156, over 21232.70 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06793, over 2466330.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.04895, over 7675.32 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3124, pruned_loss=0.07803, over 2475293.52 frames. utt_duration=435.8 frames, utt_pad_proportion=0.0731, over 22797.94 utterances.], batch size: 161, lr: 3.36e-04
2022-08-27 19:18:24,610 INFO [train.py:927] (3/8) Epoch 11, batch 17400, giga_loss[loss=0.1846, simple_loss=0.2661, pruned_loss=0.05157, over 12377.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3072, pruned_loss=0.07321, over 2474755.23 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07475, over 22158.77 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06802, over 2466584.96 frames. utt_duration=1285 frames, utt_pad_proportion=0.04916, over 7686.16 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.07439, over 2475387.47 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07578, over 23573.30 utterances.], batch size: 366, lr: 3.36e-04
2022-08-27 19:20:04,482 INFO [train.py:927] (3/8) Epoch 11, batch 17450, giga_loss[loss=0.204, simple_loss=0.3005, pruned_loss=0.05373, over 12433.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04207, over 114.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3047, pruned_loss=0.06929, over 2475249.43 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07577, over 23142.59 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2943, pruned_loss=0.06797, over 2466640.96 frames. utt_duration=1288 frames, utt_pad_proportion=0.04872, over 7667.92 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3064, pruned_loss=0.07031, over 2475810.38 frames. utt_duration=406 frames, utt_pad_proportion=0.07672, over 24477.28 utterances.], batch size: 114, lr: 3.36e-04
2022-08-27 19:21:47,572 INFO [train.py:927] (3/8) Epoch 11, batch 17500, giga_loss[loss=0.2278, simple_loss=0.3138, pruned_loss=0.07086, over 12402.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07759, over 213.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3052, pruned_loss=0.06871, over 2475163.29 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07228, over 23190.67 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2945, pruned_loss=0.06809, over 2466814.46 frames. utt_duration=1291 frames, utt_pad_proportion=0.04796, over 7652.62 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3065, pruned_loss=0.06944, over 2475611.93 frames. utt_duration=405.2 frames, utt_pad_proportion=0.07353, over 24523.64 utterances.], batch size: 213, lr: 3.36e-04
2022-08-27 19:23:27,650 INFO [train.py:927] (3/8) Epoch 11, batch 17550, giga_loss[loss=0.1938, simple_loss=0.2875, pruned_loss=0.05007, over 12417.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0347, over 113.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3018, pruned_loss=0.06597, over 2476186.79 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07035, over 23185.60 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06796, over 2466966.20 frames. utt_duration=1294 frames, utt_pad_proportion=0.04744, over 7634.91 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3033, pruned_loss=0.06666, over 2476511.44 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07167, over 24470.94 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:25:10,951 INFO [train.py:927] (3/8) Epoch 11, batch 17600, giga_loss[loss=0.2109, simple_loss=0.2867, pruned_loss=0.06756, over 12354.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1845, over 360.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3016, pruned_loss=0.06557, over 2476126.80 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07105, over 23589.51 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2946, pruned_loss=0.06807, over 2467038.81 frames. utt_duration=1294 frames, utt_pad_proportion=0.04705, over 7632.56 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3025, pruned_loss=0.06599, over 2476390.79 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07222, over 24742.54 utterances.], batch size: 360, lr: 3.36e-04
2022-08-27 19:26:50,305 INFO [train.py:927] (3/8) Epoch 11, batch 17650, giga_loss[loss=0.1716, simple_loss=0.2611, pruned_loss=0.04106, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03017, over 48.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2995, pruned_loss=0.06386, over 2475712.33 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06915, over 24128.77 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2951, pruned_loss=0.06825, over 2466859.85 frames. utt_duration=1295 frames, utt_pad_proportion=0.04611, over 7629.49 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.3, pruned_loss=0.06394, over 2476352.70 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07058, over 25499.31 utterances.], batch size: 48, lr: 3.36e-04
2022-08-27 19:28:34,207 INFO [train.py:927] (3/8) Epoch 11, batch 17700, giga_loss[loss=0.2005, simple_loss=0.2857, pruned_loss=0.05765, over 12412.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03935, over 133.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2965, pruned_loss=0.06258, over 2475547.80 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06883, over 24465.31 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2952, pruned_loss=0.06832, over 2466727.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.04539, over 7624.59 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2968, pruned_loss=0.06247, over 2476409.68 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07035, over 25992.22 utterances.], batch size: 133, lr: 3.36e-04
2022-08-27 19:30:19,880 INFO [train.py:927] (3/8) Epoch 11, batch 17750, giga_loss[loss=0.2192, simple_loss=0.3094, pruned_loss=0.0645, over 12458.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04058, over 114.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2953, pruned_loss=0.06244, over 2475783.03 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07742, over 25720.89 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2953, pruned_loss=0.06839, over 2466709.31 frames. utt_duration=1284 frames, utt_pad_proportion=0.04955, over 7695.08 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2955, pruned_loss=0.06212, over 2476721.18 frames. utt_duration=363.5 frames, utt_pad_proportion=0.07736, over 27361.61 utterances.], batch size: 114, lr: 3.36e-04
2022-08-27 19:32:14,953 INFO [train.py:927] (3/8) Epoch 11, batch 17800, giga_loss[loss=0.1875, simple_loss=0.2843, pruned_loss=0.04539, over 12380.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2966, pruned_loss=0.06209, over 2475415.19 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07564, over 24562.75 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2951, pruned_loss=0.06837, over 2466338.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.05292, over 7748.41 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.297, pruned_loss=0.06168, over 2476855.88 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07507, over 26392.85 utterances.], batch size: 62, lr: 3.36e-04
2022-08-27 19:34:18,077 INFO [train.py:927] (3/8) Epoch 11, batch 17850, giga_loss[loss=0.186, simple_loss=0.2788, pruned_loss=0.04657, over 12422.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03779, over 105.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.296, pruned_loss=0.06168, over 2475840.02 frames. utt_duration=420 frames, utt_pad_proportion=0.07272, over 23658.01 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2951, pruned_loss=0.06861, over 2466425.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05594, over 7782.28 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06095, over 2477218.97 frames. utt_duration=388.1 frames, utt_pad_proportion=0.07193, over 25623.86 utterances.], batch size: 105, lr: 3.36e-04
2022-08-27 19:36:13,753 INFO [train.py:927] (3/8) Epoch 11, batch 17900, giga_loss[loss=0.2198, simple_loss=0.2982, pruned_loss=0.07072, over 12385.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2943, pruned_loss=0.06057, over 2475934.42 frames. utt_duration=416.2 frames, utt_pad_proportion=0.0719, over 23874.56 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2949, pruned_loss=0.06868, over 2466291.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05446, over 7748.93 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2947, pruned_loss=0.05966, over 2477481.87 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07185, over 26031.67 utterances.], batch size: 257, lr: 3.36e-04
2022-08-27 19:38:21,368 INFO [train.py:927] (3/8) Epoch 11, batch 17950, giga_loss[loss=0.1802, simple_loss=0.2752, pruned_loss=0.04255, over 12442.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0452, over 134.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2922, pruned_loss=0.05965, over 2476267.17 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06791, over 23937.20 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2948, pruned_loss=0.06858, over 2466492.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05332, over 7744.00 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2926, pruned_loss=0.05873, over 2477624.39 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06862, over 26181.34 utterances.], batch size: 134, lr: 3.36e-04
2022-08-27 19:40:15,352 INFO [train.py:927] (3/8) Epoch 11, batch 18000, giga_loss[loss=0.2042, simple_loss=0.2989, pruned_loss=0.05471, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.02933, over 122.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.29, pruned_loss=0.05844, over 2475994.47 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06915, over 24408.89 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2942, pruned_loss=0.06832, over 2466474.20 frames. utt_duration=1281 frames, utt_pad_proportion=0.05261, over 7712.34 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05777, over 2477248.59 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06983, over 26491.56 utterances.], batch size: 122, lr: 3.36e-04
2022-08-27 19:40:15,353 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 19:40:29,123 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.1774, simple_loss=0.2875, pruned_loss=0.03365, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 19:42:34,970 INFO [train.py:927] (3/8) Epoch 11, batch 18050, giga_loss[loss=0.1767, simple_loss=0.2673, pruned_loss=0.0431, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04926, over 34.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2916, pruned_loss=0.05838, over 2475825.86 frames. utt_duration=412.2 frames, utt_pad_proportion=0.06906, over 24101.08 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2942, pruned_loss=0.06822, over 2466196.29 frames. utt_duration=1285 frames, utt_pad_proportion=0.05144, over 7688.33 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2922, pruned_loss=0.05766, over 2477327.71 frames. utt_duration=378.8 frames, utt_pad_proportion=0.07007, over 26249.71 utterances.], batch size: 34, lr: 3.36e-04
2022-08-27 19:44:41,501 INFO [train.py:927] (3/8) Epoch 11, batch 18100, giga_loss[loss=0.1935, simple_loss=0.2881, pruned_loss=0.0495, over 12410.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2896, pruned_loss=0.05698, over 2475848.83 frames. utt_duration=414 frames, utt_pad_proportion=0.06778, over 23996.26 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06801, over 2466162.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.05087, over 7669.10 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2899, pruned_loss=0.05646, over 2477184.34 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06889, over 25928.57 utterances.], batch size: 146, lr: 3.36e-04
2022-08-27 19:46:47,851 INFO [train.py:927] (3/8) Epoch 11, batch 18150, giga_loss[loss=0.1553, simple_loss=0.2379, pruned_loss=0.03628, over 12373.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1794, over 358.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2933, pruned_loss=0.05771, over 2477075.97 frames. utt_duration=383.7 frames, utt_pad_proportion=0.07221, over 25902.96 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06801, over 2466162.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.05087, over 7669.10 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2936, pruned_loss=0.0573, over 2478115.41 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07278, over 27406.91 utterances.], batch size: 358, lr: 3.36e-04
2022-08-27 19:48:52,878 INFO [train.py:927] (3/8) Epoch 11, batch 18200, giga_loss[loss=0.1925, simple_loss=0.2878, pruned_loss=0.04858, over 12457.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02912, over 80.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2941, pruned_loss=0.05623, over 2477488.94 frames. utt_duration=393 frames, utt_pad_proportion=0.06869, over 25297.63 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2943, pruned_loss=0.06802, over 2466247.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.05043, over 7665.99 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2943, pruned_loss=0.05578, over 2478375.51 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06951, over 26710.93 utterances.], batch size: 80, lr: 3.36e-04
2022-08-27 19:50:58,587 INFO [train.py:927] (3/8) Epoch 11, batch 18250, giga_loss[loss=0.1868, simple_loss=0.2776, pruned_loss=0.04798, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2941, pruned_loss=0.05699, over 2477192.75 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07086, over 25712.51 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2941, pruned_loss=0.06796, over 2465846.18 frames. utt_duration=1292 frames, utt_pad_proportion=0.04946, over 7643.57 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2944, pruned_loss=0.05644, over 2478523.18 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07178, over 27271.96 utterances.], batch size: 45, lr: 3.36e-04
2022-08-27 19:53:25,185 INFO [train.py:927] (3/8) Epoch 11, batch 18300, giga_loss[loss=0.2146, simple_loss=0.2951, pruned_loss=0.06706, over 12433.00 frames. utt_duration=508.2 frames, utt_pad_proportion=0.03749, over 98.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2946, pruned_loss=0.0582, over 2477236.85 frames. utt_duration=400 frames, utt_pad_proportion=0.06961, over 24843.73 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2945, pruned_loss=0.06825, over 2466127.35 frames. utt_duration=1285 frames, utt_pad_proportion=0.05001, over 7683.22 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2945, pruned_loss=0.05722, over 2478369.65 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07048, over 26536.28 utterances.], batch size: 98, lr: 3.36e-04
2022-08-27 19:55:31,230 INFO [train.py:927] (3/8) Epoch 11, batch 18350, giga_loss[loss=0.1729, simple_loss=0.269, pruned_loss=0.03838, over 12349.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02645, over 66.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2921, pruned_loss=0.05765, over 2477773.53 frames. utt_duration=401 frames, utt_pad_proportion=0.07203, over 24784.97 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2949, pruned_loss=0.0686, over 2466178.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.05334, over 7742.22 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2916, pruned_loss=0.05631, over 2478888.69 frames. utt_duration=375.6 frames, utt_pad_proportion=0.07188, over 26480.30 utterances.], batch size: 66, lr: 3.36e-04
2022-08-27 19:57:37,609 INFO [train.py:927] (3/8) Epoch 11, batch 18400, giga_loss[loss=0.2598, simple_loss=0.347, pruned_loss=0.08624, over 12407.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.034, over 113.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2914, pruned_loss=0.05766, over 2478367.12 frames. utt_duration=392.4 frames, utt_pad_proportion=0.07479, over 25339.66 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2948, pruned_loss=0.06848, over 2466180.77 frames. utt_duration=1276 frames, utt_pad_proportion=0.05289, over 7741.28 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2911, pruned_loss=0.0565, over 2479452.26 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07477, over 26999.04 utterances.], batch size: 113, lr: 3.36e-04
2022-08-27 19:59:39,695 INFO [train.py:927] (3/8) Epoch 11, batch 18450, giga_loss[loss=0.2039, simple_loss=0.3004, pruned_loss=0.05364, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02697, over 122.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05796, over 2478222.79 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07058, over 24671.62 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2945, pruned_loss=0.06828, over 2466216.67 frames. utt_duration=1281 frames, utt_pad_proportion=0.0515, over 7712.87 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2916, pruned_loss=0.05688, over 2479434.88 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07137, over 26568.82 utterances.], batch size: 122, lr: 3.36e-04
2022-08-27 20:01:42,371 INFO [train.py:927] (3/8) Epoch 11, batch 18500, giga_loss[loss=0.2051, simple_loss=0.2888, pruned_loss=0.06069, over 12377.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2913, pruned_loss=0.05847, over 2478354.82 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07464, over 25204.25 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2946, pruned_loss=0.06854, over 2466558.17 frames. utt_duration=1266 frames, utt_pad_proportion=0.05601, over 7803.71 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.05715, over 2479283.52 frames. utt_duration=368.4 frames, utt_pad_proportion=0.074, over 27006.63 utterances.], batch size: 97, lr: 3.36e-04
2022-08-27 20:03:56,456 INFO [train.py:927] (3/8) Epoch 11, batch 18550, giga_loss[loss=0.1746, simple_loss=0.2717, pruned_loss=0.0388, over 12320.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2928, pruned_loss=0.05837, over 2478200.74 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07143, over 25140.18 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2945, pruned_loss=0.06856, over 2466592.63 frames. utt_duration=1269 frames, utt_pad_proportion=0.05516, over 7784.76 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2927, pruned_loss=0.05714, over 2479106.53 frames. utt_duration=370 frames, utt_pad_proportion=0.07142, over 26882.63 utterances.], batch size: 51, lr: 3.36e-04
2022-08-27 20:06:09,491 INFO [train.py:927] (3/8) Epoch 11, batch 18600, giga_loss[loss=0.1791, simple_loss=0.2696, pruned_loss=0.04434, over 12309.00 frames. utt_duration=704.6 frames, utt_pad_proportion=0.02814, over 70.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2908, pruned_loss=0.05769, over 2478133.54 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06917, over 24828.62 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2944, pruned_loss=0.06864, over 2466435.70 frames. utt_duration=1270 frames, utt_pad_proportion=0.0547, over 7776.08 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2908, pruned_loss=0.05646, over 2479197.29 frames. utt_duration=375 frames, utt_pad_proportion=0.06949, over 26529.04 utterances.], batch size: 70, lr: 3.36e-04
2022-08-27 20:08:05,931 INFO [train.py:927] (3/8) Epoch 11, batch 18650, giga_loss[loss=0.2276, simple_loss=0.2956, pruned_loss=0.07976, over 12393.00 frames. utt_duration=235 frames, utt_pad_proportion=0.06727, over 212.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2877, pruned_loss=0.05733, over 2478169.06 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06858, over 24739.67 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2953, pruned_loss=0.06928, over 2466596.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.05858, over 7860.50 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2867, pruned_loss=0.05532, over 2479362.73 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06813, over 26735.44 utterances.], batch size: 212, lr: 3.36e-04
2022-08-27 20:10:01,385 INFO [train.py:927] (3/8) Epoch 11, batch 18700, giga_loss[loss=0.1947, simple_loss=0.2892, pruned_loss=0.05012, over 12406.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04864, over 161.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2874, pruned_loss=0.05692, over 2477969.48 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06991, over 25280.09 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2955, pruned_loss=0.06937, over 2466574.17 frames. utt_duration=1250 frames, utt_pad_proportion=0.05948, over 7903.39 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2862, pruned_loss=0.05508, over 2479068.35 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06929, over 27045.34 utterances.], batch size: 161, lr: 3.36e-04
2022-08-27 20:12:07,948 INFO [train.py:927] (3/8) Epoch 11, batch 18750, giga_loss[loss=0.2075, simple_loss=0.2859, pruned_loss=0.06452, over 12348.00 frames. utt_duration=626.3 frames, utt_pad_proportion=0.02595, over 79.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05591, over 2478090.47 frames. utt_duration=387.2 frames, utt_pad_proportion=0.07287, over 25678.76 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2956, pruned_loss=0.06958, over 2466467.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06294, over 7956.66 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2849, pruned_loss=0.05402, over 2479276.51 frames. utt_duration=363.8 frames, utt_pad_proportion=0.07141, over 27351.50 utterances.], batch size: 79, lr: 3.36e-04
2022-08-27 20:14:21,979 INFO [train.py:927] (3/8) Epoch 11, batch 18800, giga_loss[loss=0.1957, simple_loss=0.2712, pruned_loss=0.06014, over 12390.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1739, over 356.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2848, pruned_loss=0.05532, over 2478239.45 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07146, over 25389.94 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2958, pruned_loss=0.06966, over 2466824.85 frames. utt_duration=1243 frames, utt_pad_proportion=0.06232, over 7945.29 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2836, pruned_loss=0.05355, over 2479002.92 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07057, over 26977.19 utterances.], batch size: 356, lr: 3.35e-04
2022-08-27 20:16:19,439 INFO [train.py:927] (3/8) Epoch 11, batch 18850, giga_loss[loss=0.1768, simple_loss=0.2706, pruned_loss=0.04145, over 12388.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.02411, over 62.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2852, pruned_loss=0.05536, over 2478898.58 frames. utt_duration=405.4 frames, utt_pad_proportion=0.07103, over 24530.76 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2962, pruned_loss=0.06991, over 2467172.94 frames. utt_duration=1222 frames, utt_pad_proportion=0.0696, over 8086.35 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2835, pruned_loss=0.05327, over 2479582.28 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06845, over 26211.78 utterances.], batch size: 62, lr: 3.35e-04
2022-08-27 20:18:16,782 INFO [train.py:927] (3/8) Epoch 11, batch 18900, giga_loss[loss=0.1685, simple_loss=0.2706, pruned_loss=0.03323, over 12436.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02924, over 122.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2843, pruned_loss=0.05487, over 2478842.85 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07314, over 25486.62 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2961, pruned_loss=0.06991, over 2467145.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06917, over 8078.98 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2829, pruned_loss=0.05305, over 2479554.34 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07116, over 27031.02 utterances.], batch size: 122, lr: 3.35e-04
2022-08-27 20:20:15,398 INFO [train.py:927] (3/8) Epoch 11, batch 18950, giga_loss[loss=0.2093, simple_loss=0.2968, pruned_loss=0.06093, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03533, over 37.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2868, pruned_loss=0.0548, over 2479031.69 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06913, over 25105.02 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.296, pruned_loss=0.06983, over 2467044.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06893, over 8069.59 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2858, pruned_loss=0.05338, over 2479724.96 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06781, over 26397.35 utterances.], batch size: 37, lr: 3.35e-04
2022-08-27 20:22:08,489 INFO [train.py:927] (3/8) Epoch 11, batch 19000, giga_loss[loss=0.2171, simple_loss=0.3022, pruned_loss=0.06599, over 12468.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2877, pruned_loss=0.05507, over 2478260.80 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06627, over 24575.11 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2959, pruned_loss=0.06966, over 2466939.36 frames. utt_duration=1231 frames, utt_pad_proportion=0.06718, over 8024.87 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2867, pruned_loss=0.0536, over 2479315.27 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06582, over 26186.70 utterances.], batch size: 98, lr: 3.35e-04
2022-08-27 20:24:11,040 INFO [train.py:927] (3/8) Epoch 11, batch 19050, giga_loss[loss=0.1868, simple_loss=0.2747, pruned_loss=0.04941, over 12402.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06669, over 211.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2863, pruned_loss=0.05422, over 2478365.94 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06301, over 23354.98 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.2962, pruned_loss=0.06988, over 2467187.12 frames. utt_duration=1222 frames, utt_pad_proportion=0.07, over 8086.98 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.285, pruned_loss=0.05242, over 2479337.76 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06206, over 25087.06 utterances.], batch size: 211, lr: 3.35e-04
2022-08-27 20:26:07,751 INFO [train.py:927] (3/8) Epoch 11, batch 19100, giga_loss[loss=0.187, simple_loss=0.283, pruned_loss=0.04554, over 12389.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2849, pruned_loss=0.05402, over 2477815.60 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06154, over 22984.70 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2953, pruned_loss=0.06939, over 2466666.06 frames. utt_duration=1232 frames, utt_pad_proportion=0.06799, over 8015.56 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2842, pruned_loss=0.05238, over 2479527.87 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06138, over 25072.29 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:28:15,633 INFO [train.py:927] (3/8) Epoch 11, batch 19150, libri_loss[loss=0.1636, simple_loss=0.246, pruned_loss=0.04058, over 12407.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007909, over 30.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2862, pruned_loss=0.05429, over 2477856.45 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0617, over 23140.37 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2952, pruned_loss=0.06924, over 2466849.74 frames. utt_duration=1235 frames, utt_pad_proportion=0.06674, over 7999.25 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05278, over 2479293.23 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06189, over 25172.25 utterances.], batch size: 30, lr: 3.35e-04
2022-08-27 20:30:10,782 INFO [train.py:927] (3/8) Epoch 11, batch 19200, giga_loss[loss=0.2278, simple_loss=0.3166, pruned_loss=0.06954, over 12453.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2878, pruned_loss=0.05519, over 2477923.86 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06279, over 23761.79 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.295, pruned_loss=0.06903, over 2466835.59 frames. utt_duration=1239 frames, utt_pad_proportion=0.06566, over 7973.50 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2872, pruned_loss=0.05386, over 2479341.91 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06313, over 25747.00 utterances.], batch size: 105, lr: 3.35e-04
2022-08-27 20:32:12,455 INFO [train.py:927] (3/8) Epoch 11, batch 19250, giga_loss[loss=0.1773, simple_loss=0.2713, pruned_loss=0.04163, over 12338.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03114, over 51.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2891, pruned_loss=0.05529, over 2477518.34 frames. utt_duration=426 frames, utt_pad_proportion=0.06341, over 23329.39 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2952, pruned_loss=0.06908, over 2466946.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.06432, over 7945.57 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05379, over 2478871.42 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06403, over 25386.63 utterances.], batch size: 51, lr: 3.35e-04
2022-08-27 20:34:31,201 INFO [train.py:927] (3/8) Epoch 11, batch 19300, giga_loss[loss=0.1984, simple_loss=0.2835, pruned_loss=0.05661, over 12388.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03007, over 62.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2881, pruned_loss=0.05532, over 2478305.13 frames. utt_duration=407 frames, utt_pad_proportion=0.06667, over 24425.31 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2952, pruned_loss=0.06908, over 2466946.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.06432, over 7945.57 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2875, pruned_loss=0.05415, over 2479358.25 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06694, over 26026.49 utterances.], batch size: 62, lr: 3.35e-04
2022-08-27 20:36:32,171 INFO [train.py:927] (3/8) Epoch 11, batch 19350, giga_loss[loss=0.2289, simple_loss=0.3075, pruned_loss=0.07513, over 12403.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02959, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2884, pruned_loss=0.05568, over 2478247.57 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06636, over 24133.13 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2951, pruned_loss=0.06906, over 2467117.59 frames. utt_duration=1236 frames, utt_pad_proportion=0.06449, over 7992.76 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2877, pruned_loss=0.05431, over 2479316.91 frames. utt_duration=384 frames, utt_pad_proportion=0.06658, over 25908.45 utterances.], batch size: 122, lr: 3.35e-04
2022-08-27 20:38:37,896 INFO [train.py:927] (3/8) Epoch 11, batch 19400, giga_loss[loss=0.1912, simple_loss=0.2857, pruned_loss=0.04831, over 12392.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.03429, over 105.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2871, pruned_loss=0.05536, over 2477841.17 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06555, over 24211.22 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2951, pruned_loss=0.06905, over 2467024.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06404, over 7982.89 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.05417, over 2478860.38 frames. utt_duration=386.1 frames, utt_pad_proportion=0.0659, over 25761.55 utterances.], batch size: 105, lr: 3.35e-04
2022-08-27 20:40:41,507 INFO [train.py:927] (3/8) Epoch 11, batch 19450, libri_loss[loss=0.2781, simple_loss=0.3497, pruned_loss=0.1033, over 12345.00 frames. utt_duration=412.9 frames, utt_pad_proportion=0.3518, over 120.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2872, pruned_loss=0.0552, over 2477054.25 frames. utt_duration=418 frames, utt_pad_proportion=0.06626, over 23769.34 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2956, pruned_loss=0.06945, over 2467058.70 frames. utt_duration=1222 frames, utt_pad_proportion=0.06767, over 8088.32 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05342, over 2478160.61 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06533, over 25419.94 utterances.], batch size: 120, lr: 3.35e-04
2022-08-27 20:42:32,462 INFO [train.py:927] (3/8) Epoch 11, batch 19500, giga_loss[loss=0.2065, simple_loss=0.3038, pruned_loss=0.05461, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04551, over 146.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.289, pruned_loss=0.05527, over 2476931.60 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06626, over 23252.75 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2954, pruned_loss=0.06935, over 2467067.63 frames. utt_duration=1220 frames, utt_pad_proportion=0.06752, over 8099.26 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05349, over 2478112.54 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06552, over 25032.40 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 20:44:43,380 INFO [train.py:927] (3/8) Epoch 11, batch 19550, giga_loss[loss=0.2148, simple_loss=0.2976, pruned_loss=0.06594, over 12447.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03568, over 98.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.0555, over 2477504.63 frames. utt_duration=419.1 frames, utt_pad_proportion=0.06538, over 23712.39 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.2952, pruned_loss=0.06934, over 2467130.95 frames. utt_duration=1222 frames, utt_pad_proportion=0.06686, over 8083.55 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2889, pruned_loss=0.05385, over 2478562.93 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06501, over 25395.72 utterances.], batch size: 98, lr: 3.35e-04
2022-08-27 20:46:55,060 INFO [train.py:927] (3/8) Epoch 11, batch 19600, giga_loss[loss=0.2262, simple_loss=0.3195, pruned_loss=0.06644, over 12368.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03245, over 97.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2904, pruned_loss=0.05592, over 2477691.65 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06711, over 24092.28 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2953, pruned_loss=0.06936, over 2467045.76 frames. utt_duration=1227 frames, utt_pad_proportion=0.06504, over 8054.35 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2896, pruned_loss=0.05411, over 2479007.86 frames. utt_duration=382 frames, utt_pad_proportion=0.06723, over 26039.59 utterances.], batch size: 97, lr: 3.35e-04
2022-08-27 20:49:09,339 INFO [train.py:927] (3/8) Epoch 11, batch 19650, giga_loss[loss=0.2045, simple_loss=0.3037, pruned_loss=0.05269, over 12371.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03263, over 113.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2907, pruned_loss=0.0555, over 2477465.04 frames. utt_duration=421.4 frames, utt_pad_proportion=0.0651, over 23580.98 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2944, pruned_loss=0.06882, over 2466675.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06418, over 8023.96 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2906, pruned_loss=0.05411, over 2479189.40 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06557, over 25655.96 utterances.], batch size: 113, lr: 3.35e-04
2022-08-27 20:51:26,723 INFO [train.py:927] (3/8) Epoch 11, batch 19700, giga_loss[loss=0.1868, simple_loss=0.2688, pruned_loss=0.05247, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03667, over 40.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2913, pruned_loss=0.0556, over 2477268.27 frames. utt_duration=427.1 frames, utt_pad_proportion=0.0652, over 23267.39 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2945, pruned_loss=0.06878, over 2466300.62 frames. utt_duration=1230 frames, utt_pad_proportion=0.06409, over 8031.19 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2912, pruned_loss=0.0543, over 2479150.18 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06563, over 25174.15 utterances.], batch size: 40, lr: 3.35e-04
2022-08-27 20:53:47,627 INFO [train.py:927] (3/8) Epoch 11, batch 19750, giga_loss[loss=0.1834, simple_loss=0.2837, pruned_loss=0.04155, over 12390.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06776, over 212.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2895, pruned_loss=0.05451, over 2477432.16 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06367, over 23180.37 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2944, pruned_loss=0.0687, over 2466144.91 frames. utt_duration=1227 frames, utt_pad_proportion=0.06444, over 8046.75 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2895, pruned_loss=0.05345, over 2479134.09 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06402, over 24793.11 utterances.], batch size: 212, lr: 3.35e-04
2022-08-27 20:55:48,242 INFO [train.py:927] (3/8) Epoch 11, batch 19800, giga_loss[loss=0.2022, simple_loss=0.2928, pruned_loss=0.05579, over 12476.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02648, over 80.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2894, pruned_loss=0.05439, over 2477404.90 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07061, over 24243.15 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2945, pruned_loss=0.06871, over 2466084.06 frames. utt_duration=1226 frames, utt_pad_proportion=0.06443, over 8055.90 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2891, pruned_loss=0.05327, over 2479022.35 frames. utt_duration=385.3 frames, utt_pad_proportion=0.07052, over 25816.15 utterances.], batch size: 80, lr: 3.35e-04
2022-08-27 20:57:44,890 INFO [train.py:927] (3/8) Epoch 11, batch 19850, giga_loss[loss=0.1913, simple_loss=0.2839, pruned_loss=0.04935, over 12363.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.291, pruned_loss=0.0552, over 2477205.42 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06975, over 24587.96 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2945, pruned_loss=0.06868, over 2466101.22 frames. utt_duration=1229 frames, utt_pad_proportion=0.06345, over 8034.97 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2907, pruned_loss=0.05409, over 2478671.10 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07003, over 26131.89 utterances.], batch size: 91, lr: 3.35e-04
2022-08-27 20:59:38,124 INFO [train.py:927] (3/8) Epoch 11, batch 19900, giga_loss[loss=0.1911, simple_loss=0.2871, pruned_loss=0.04758, over 12393.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04112, over 133.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2897, pruned_loss=0.05525, over 2477594.88 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07119, over 25448.71 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2946, pruned_loss=0.06883, over 2466385.74 frames. utt_duration=1220 frames, utt_pad_proportion=0.06673, over 8095.58 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2893, pruned_loss=0.05404, over 2478654.12 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07037, over 26841.77 utterances.], batch size: 133, lr: 3.35e-04
2022-08-27 21:01:29,052 INFO [train.py:927] (3/8) Epoch 11, batch 19950, libri_loss[loss=0.2258, simple_loss=0.313, pruned_loss=0.06928, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01617, over 40.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05758, over 2476924.76 frames. utt_duration=394.8 frames, utt_pad_proportion=0.07341, over 25176.01 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2946, pruned_loss=0.06871, over 2466281.54 frames. utt_duration=1221 frames, utt_pad_proportion=0.06587, over 8092.02 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2925, pruned_loss=0.05636, over 2478135.84 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07289, over 26759.79 utterances.], batch size: 40, lr: 3.35e-04
2022-08-27 21:03:12,294 INFO [train.py:927] (3/8) Epoch 11, batch 20000, giga_loss[loss=0.2021, simple_loss=0.2983, pruned_loss=0.05299, over 12261.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02798, over 54.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2983, pruned_loss=0.06039, over 2476237.94 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07276, over 23973.36 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2949, pruned_loss=0.06893, over 2466785.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.0646, over 8080.66 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2977, pruned_loss=0.05886, over 2477111.31 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07277, over 25854.31 utterances.], batch size: 54, lr: 3.35e-04
2022-08-27 21:04:55,664 INFO [train.py:927] (3/8) Epoch 11, batch 20050, giga_loss[loss=0.2339, simple_loss=0.3309, pruned_loss=0.06846, over 12399.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0637, over 183.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2966, pruned_loss=0.06036, over 2476007.73 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07178, over 23108.06 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2953, pruned_loss=0.0689, over 2466606.00 frames. utt_duration=1225 frames, utt_pad_proportion=0.06384, over 8066.50 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2959, pruned_loss=0.05906, over 2477009.69 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07213, over 24826.71 utterances.], batch size: 183, lr: 3.35e-04
2022-08-27 21:06:39,557 INFO [train.py:927] (3/8) Epoch 11, batch 20100, giga_loss[loss=0.1904, simple_loss=0.2696, pruned_loss=0.05561, over 12368.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04637, over 146.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2901, pruned_loss=0.05854, over 2475574.42 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07716, over 22998.81 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2953, pruned_loss=0.06898, over 2466504.93 frames. utt_duration=1213 frames, utt_pad_proportion=0.06748, over 8145.39 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2894, pruned_loss=0.05725, over 2476655.26 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07616, over 24625.57 utterances.], batch size: 146, lr: 3.35e-04
2022-08-27 21:08:28,508 INFO [train.py:927] (3/8) Epoch 11, batch 20150, giga_loss[loss=0.1934, simple_loss=0.2675, pruned_loss=0.05964, over 12358.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1023, over 257.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2824, pruned_loss=0.05598, over 2474317.09 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07357, over 22031.03 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2952, pruned_loss=0.06876, over 2466387.77 frames. utt_duration=1214 frames, utt_pad_proportion=0.06671, over 8134.28 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2819, pruned_loss=0.055, over 2475410.14 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07322, over 23519.79 utterances.], batch size: 257, lr: 3.35e-04
2022-08-27 21:10:10,125 INFO [train.py:927] (3/8) Epoch 11, batch 20200, giga_loss[loss=0.1683, simple_loss=0.2456, pruned_loss=0.04555, over 12447.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03554, over 86.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2777, pruned_loss=0.05449, over 2474690.07 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07635, over 21996.65 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2954, pruned_loss=0.06886, over 2466635.15 frames. utt_duration=1216 frames, utt_pad_proportion=0.06571, over 8123.71 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2769, pruned_loss=0.0534, over 2475489.69 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07622, over 23420.37 utterances.], batch size: 86, lr: 3.35e-04
2022-08-27 21:11:48,068 INFO [train.py:927] (3/8) Epoch 11, batch 20250, giga_loss[loss=0.1683, simple_loss=0.2571, pruned_loss=0.03976, over 12265.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2745, pruned_loss=0.05353, over 2473645.47 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07305, over 20374.29 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2947, pruned_loss=0.06843, over 2466482.24 frames. utt_duration=1213 frames, utt_pad_proportion=0.06807, over 8145.81 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2732, pruned_loss=0.05205, over 2474933.36 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07244, over 22377.91 utterances.], batch size: 54, lr: 3.35e-04
2022-08-27 21:13:30,068 INFO [train.py:927] (3/8) Epoch 11, batch 20300, giga_loss[loss=0.1942, simple_loss=0.2779, pruned_loss=0.05529, over 12381.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05207, over 161.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.27, pruned_loss=0.05189, over 2473789.07 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07154, over 20193.65 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2949, pruned_loss=0.06849, over 2466510.10 frames. utt_duration=1212 frames, utt_pad_proportion=0.0673, over 8151.15 utterances.], giga_tot_loss[loss=0.1843, simple_loss=0.2682, pruned_loss=0.05023, over 2474988.08 frames. utt_duration=449 frames, utt_pad_proportion=0.07148, over 22121.02 utterances.], batch size: 161, lr: 3.35e-04
2022-08-27 21:15:14,422 INFO [train.py:927] (3/8) Epoch 11, batch 20350, giga_loss[loss=0.1814, simple_loss=0.2457, pruned_loss=0.05859, over 12345.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1889, over 362.00 utterances.], tot_loss[loss=0.1835, simple_loss=0.2659, pruned_loss=0.05055, over 2473480.96 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07353, over 19905.22 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2953, pruned_loss=0.06867, over 2466389.40 frames. utt_duration=1212 frames, utt_pad_proportion=0.06591, over 8148.18 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2631, pruned_loss=0.04846, over 2474772.98 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07386, over 21842.34 utterances.], batch size: 362, lr: 3.35e-04
2022-08-27 21:16:56,264 INFO [train.py:927] (3/8) Epoch 11, batch 20400, giga_loss[loss=0.1446, simple_loss=0.2327, pruned_loss=0.02819, over 12404.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.0348, over 75.00 utterances.], tot_loss[loss=0.1787, simple_loss=0.2607, pruned_loss=0.0483, over 2473283.41 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06953, over 19380.46 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2952, pruned_loss=0.06858, over 2466126.48 frames. utt_duration=1216 frames, utt_pad_proportion=0.06521, over 8123.09 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2582, pruned_loss=0.0465, over 2474608.43 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07037, over 21075.46 utterances.], batch size: 75, lr: 3.35e-04
2022-08-27 21:18:42,428 INFO [train.py:927] (3/8) Epoch 11, batch 20450, libri_loss[loss=0.2168, simple_loss=0.3107, pruned_loss=0.06144, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005836, over 32.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.2655, pruned_loss=0.05052, over 2472583.95 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06983, over 19511.16 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06854, over 2465919.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.06498, over 8114.48 utterances.], giga_tot_loss[loss=0.1807, simple_loss=0.2633, pruned_loss=0.04906, over 2473860.53 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07057, over 20902.92 utterances.], batch size: 32, lr: 3.35e-04
2022-08-27 21:20:25,184 INFO [train.py:927] (3/8) Epoch 11, batch 20500, libri_loss[loss=0.2022, simple_loss=0.2896, pruned_loss=0.05739, over 12313.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00709, over 36.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2749, pruned_loss=0.05499, over 2472952.92 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06713, over 18711.18 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2949, pruned_loss=0.06841, over 2466360.77 frames. utt_duration=1225 frames, utt_pad_proportion=0.06287, over 8061.49 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2725, pruned_loss=0.05329, over 2473833.39 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06877, over 20358.16 utterances.], batch size: 36, lr: 3.34e-04
2022-08-27 21:22:10,397 INFO [train.py:927] (3/8) Epoch 11, batch 20550, giga_loss[loss=0.1854, simple_loss=0.2747, pruned_loss=0.04804, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.03781, over 31.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2823, pruned_loss=0.05786, over 2472561.92 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06683, over 18718.30 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2947, pruned_loss=0.06827, over 2466275.45 frames. utt_duration=1230 frames, utt_pad_proportion=0.06208, over 8029.56 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2803, pruned_loss=0.05643, over 2473432.02 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06848, over 20244.46 utterances.], batch size: 31, lr: 3.34e-04
2022-08-27 21:23:56,253 INFO [train.py:927] (3/8) Epoch 11, batch 20600, giga_loss[loss=0.1773, simple_loss=0.2725, pruned_loss=0.041, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03339, over 28.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2853, pruned_loss=0.05832, over 2472798.55 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06538, over 18789.62 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2944, pruned_loss=0.06815, over 2466478.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.06146, over 8002.29 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2839, pruned_loss=0.05716, over 2473378.04 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06701, over 20173.76 utterances.], batch size: 28, lr: 3.34e-04
2022-08-27 21:25:40,760 INFO [train.py:927] (3/8) Epoch 11, batch 20650, giga_loss[loss=0.2178, simple_loss=0.3047, pruned_loss=0.06549, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02658, over 48.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2903, pruned_loss=0.06108, over 2473279.97 frames. utt_duration=518.5 frames, utt_pad_proportion=0.069, over 19133.21 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2945, pruned_loss=0.06812, over 2466670.37 frames. utt_duration=1234 frames, utt_pad_proportion=0.06102, over 8002.26 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.289, pruned_loss=0.06011, over 2473609.38 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07025, over 20323.18 utterances.], batch size: 48, lr: 3.34e-04
2022-08-27 21:27:20,334 INFO [train.py:927] (3/8) Epoch 11, batch 20700, giga_loss[loss=0.2068, simple_loss=0.297, pruned_loss=0.05826, over 12363.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03142, over 97.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2948, pruned_loss=0.06298, over 2472906.49 frames. utt_duration=521.8 frames, utt_pad_proportion=0.07225, over 19011.66 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2951, pruned_loss=0.06837, over 2466352.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.06046, over 8007.02 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2932, pruned_loss=0.06189, over 2473553.30 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07333, over 20142.45 utterances.], batch size: 97, lr: 3.34e-04
2022-08-27 21:29:03,203 INFO [train.py:927] (3/8) Epoch 11, batch 20750, giga_loss[loss=0.2062, simple_loss=0.2987, pruned_loss=0.05688, over 12406.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2969, pruned_loss=0.0633, over 2472303.83 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07599, over 18918.48 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2949, pruned_loss=0.06835, over 2466318.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.0627, over 8033.46 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2958, pruned_loss=0.06226, over 2473081.49 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07609, over 20205.32 utterances.], batch size: 183, lr: 3.34e-04
2022-08-27 21:30:47,230 INFO [train.py:927] (3/8) Epoch 11, batch 20800, giga_loss[loss=0.1911, simple_loss=0.2882, pruned_loss=0.04704, over 12435.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03247, over 75.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2984, pruned_loss=0.06296, over 2472647.31 frames. utt_duration=547.5 frames, utt_pad_proportion=0.07258, over 18115.71 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2953, pruned_loss=0.06854, over 2466459.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.06726, over 8144.21 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2973, pruned_loss=0.06184, over 2473293.66 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07114, over 19271.20 utterances.], batch size: 75, lr: 3.34e-04
2022-08-27 21:32:29,309 INFO [train.py:927] (3/8) Epoch 11, batch 20850, giga_loss[loss=0.296, simple_loss=0.3557, pruned_loss=0.1182, over 12379.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07005, over 211.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2986, pruned_loss=0.06271, over 2472845.31 frames. utt_duration=565.2 frames, utt_pad_proportion=0.07007, over 17547.39 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.295, pruned_loss=0.06823, over 2466521.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.06637, over 8104.63 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2981, pruned_loss=0.06188, over 2473553.15 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06948, over 18876.47 utterances.], batch size: 211, lr: 3.34e-04
2022-08-27 21:34:14,999 INFO [train.py:927] (3/8) Epoch 11, batch 20900, giga_loss[loss=0.2412, simple_loss=0.3198, pruned_loss=0.08127, over 12410.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0474, over 161.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3001, pruned_loss=0.06445, over 2472586.46 frames. utt_duration=564.5 frames, utt_pad_proportion=0.07372, over 17567.16 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2951, pruned_loss=0.06829, over 2466483.63 frames. utt_duration=1220 frames, utt_pad_proportion=0.06539, over 8097.65 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2996, pruned_loss=0.06364, over 2473284.58 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07338, over 18782.71 utterances.], batch size: 161, lr: 3.34e-04
2022-08-27 21:35:58,648 INFO [train.py:927] (3/8) Epoch 11, batch 20950, giga_loss[loss=0.1744, simple_loss=0.2611, pruned_loss=0.04387, over 12396.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.046, over 31.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3, pruned_loss=0.06556, over 2473142.75 frames. utt_duration=564.6 frames, utt_pad_proportion=0.0702, over 17567.49 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2947, pruned_loss=0.06804, over 2466237.29 frames. utt_duration=1224 frames, utt_pad_proportion=0.0645, over 8067.90 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3001, pruned_loss=0.06507, over 2474015.88 frames. utt_duration=530.3 frames, utt_pad_proportion=0.0705, over 18715.02 utterances.], batch size: 31, lr: 3.34e-04
2022-08-27 21:37:41,664 INFO [train.py:927] (3/8) Epoch 11, batch 21000, giga_loss[loss=0.2344, simple_loss=0.3212, pruned_loss=0.07376, over 12273.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02703, over 45.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2999, pruned_loss=0.06636, over 2472960.90 frames. utt_duration=582.2 frames, utt_pad_proportion=0.06529, over 17035.39 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2947, pruned_loss=0.06825, over 2466080.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.06405, over 8068.18 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3, pruned_loss=0.06574, over 2473944.36 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06604, over 18150.89 utterances.], batch size: 45, lr: 3.34e-04
2022-08-27 21:37:41,665 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 21:37:55,363 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.1877, simple_loss=0.2893, pruned_loss=0.04312, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 21:39:36,466 INFO [train.py:927] (3/8) Epoch 11, batch 21050, giga_loss[loss=0.1879, simple_loss=0.2764, pruned_loss=0.04972, over 12444.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03125, over 80.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2981, pruned_loss=0.06525, over 2473882.68 frames. utt_duration=557.8 frames, utt_pad_proportion=0.0645, over 17787.71 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2943, pruned_loss=0.06813, over 2466511.83 frames. utt_duration=1228 frames, utt_pad_proportion=0.06275, over 8043.10 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2988, pruned_loss=0.06478, over 2474512.07 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06564, over 18997.45 utterances.], batch size: 80, lr: 3.34e-04
2022-08-27 21:41:19,428 INFO [train.py:927] (3/8) Epoch 11, batch 21100, giga_loss[loss=0.1959, simple_loss=0.2825, pruned_loss=0.05469, over 12323.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.02934, over 66.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2942, pruned_loss=0.06342, over 2474793.70 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06303, over 17786.19 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.294, pruned_loss=0.06805, over 2466787.25 frames. utt_duration=1231 frames, utt_pad_proportion=0.06233, over 8023.36 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2951, pruned_loss=0.063, over 2475270.02 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06417, over 19027.56 utterances.], batch size: 66, lr: 3.34e-04
2022-08-27 21:43:04,559 INFO [train.py:927] (3/8) Epoch 11, batch 21150, giga_loss[loss=0.1883, simple_loss=0.276, pruned_loss=0.05025, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2902, pruned_loss=0.06228, over 2474355.26 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0689, over 18672.83 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2935, pruned_loss=0.06796, over 2466627.70 frames. utt_duration=1236 frames, utt_pad_proportion=0.06146, over 7989.15 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2913, pruned_loss=0.06193, over 2475031.86 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06977, over 19863.91 utterances.], batch size: 146, lr: 3.34e-04
2022-08-27 21:44:46,069 INFO [train.py:927] (3/8) Epoch 11, batch 21200, giga_loss[loss=0.2001, simple_loss=0.2873, pruned_loss=0.0565, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03714, over 113.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2896, pruned_loss=0.06196, over 2473630.28 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07609, over 19212.95 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2935, pruned_loss=0.06793, over 2466006.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06474, over 8034.03 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2903, pruned_loss=0.06159, over 2474901.87 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07546, over 20385.59 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:46:25,979 INFO [train.py:927] (3/8) Epoch 11, batch 21250, giga_loss[loss=0.1922, simple_loss=0.2665, pruned_loss=0.05895, over 12079.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04056, over 30.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2892, pruned_loss=0.06245, over 2473638.09 frames. utt_duration=512.5 frames, utt_pad_proportion=0.07689, over 19364.08 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.294, pruned_loss=0.0683, over 2466302.09 frames. utt_duration=1205 frames, utt_pad_proportion=0.07285, over 8195.32 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2892, pruned_loss=0.06166, over 2474623.78 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07378, over 20503.57 utterances.], batch size: 30, lr: 3.34e-04
2022-08-27 21:48:07,532 INFO [train.py:927] (3/8) Epoch 11, batch 21300, giga_loss[loss=0.1901, simple_loss=0.2727, pruned_loss=0.05376, over 12377.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06136, over 2473258.14 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07672, over 19336.37 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2941, pruned_loss=0.06838, over 2466465.17 frames. utt_duration=1210 frames, utt_pad_proportion=0.07144, over 8166.76 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2861, pruned_loss=0.06054, over 2474042.40 frames. utt_duration=484 frames, utt_pad_proportion=0.07477, over 20510.90 utterances.], batch size: 62, lr: 3.34e-04
2022-08-27 21:49:46,781 INFO [train.py:927] (3/8) Epoch 11, batch 21350, libri_loss[loss=0.2255, simple_loss=0.3086, pruned_loss=0.07124, over 12452.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006338, over 32.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.283, pruned_loss=0.06018, over 2472995.21 frames. utt_duration=550.6 frames, utt_pad_proportion=0.07142, over 18016.16 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2943, pruned_loss=0.06852, over 2466607.53 frames. utt_duration=1202 frames, utt_pad_proportion=0.07439, over 8216.81 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2825, pruned_loss=0.05926, over 2473584.68 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06899, over 19094.73 utterances.], batch size: 32, lr: 3.34e-04
2022-08-27 21:51:28,677 INFO [train.py:927] (3/8) Epoch 11, batch 21400, giga_loss[loss=0.1774, simple_loss=0.2639, pruned_loss=0.04551, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03085, over 62.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2805, pruned_loss=0.05934, over 2472709.31 frames. utt_duration=558 frames, utt_pad_proportion=0.07114, over 17772.70 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2942, pruned_loss=0.06835, over 2466639.29 frames. utt_duration=1206 frames, utt_pad_proportion=0.07358, over 8194.63 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2801, pruned_loss=0.05866, over 2473243.51 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06947, over 18772.64 utterances.], batch size: 62, lr: 3.34e-04
2022-08-27 21:53:09,337 INFO [train.py:927] (3/8) Epoch 11, batch 21450, giga_loss[loss=0.1849, simple_loss=0.2692, pruned_loss=0.05028, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2784, pruned_loss=0.05857, over 2472548.07 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06712, over 17043.88 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2942, pruned_loss=0.06832, over 2466558.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.07219, over 8163.07 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2777, pruned_loss=0.05784, over 2473174.90 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06649, over 18078.78 utterances.], batch size: 113, lr: 3.34e-04
2022-08-27 21:54:51,891 INFO [train.py:927] (3/8) Epoch 11, batch 21500, giga_loss[loss=0.3143, simple_loss=0.363, pruned_loss=0.1328, over 12391.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2786, pruned_loss=0.05902, over 2472585.62 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06809, over 17294.89 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2939, pruned_loss=0.06811, over 2466711.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.07118, over 8139.11 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.278, pruned_loss=0.05843, over 2473046.64 frames. utt_duration=542 frames, utt_pad_proportion=0.06793, over 18303.04 utterances.], batch size: 259, lr: 3.34e-04
2022-08-27 21:56:37,208 INFO [train.py:927] (3/8) Epoch 11, batch 21550, giga_loss[loss=0.2349, simple_loss=0.3198, pruned_loss=0.075, over 12446.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03742, over 105.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2827, pruned_loss=0.06096, over 2473068.00 frames. utt_duration=579 frames, utt_pad_proportion=0.0636, over 17130.54 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2941, pruned_loss=0.0682, over 2466605.47 frames. utt_duration=1214 frames, utt_pad_proportion=0.07066, over 8138.11 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2819, pruned_loss=0.0603, over 2473593.22 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06385, over 18046.15 utterances.], batch size: 105, lr: 3.34e-04
2022-08-27 21:58:17,525 INFO [train.py:927] (3/8) Epoch 11, batch 21600, giga_loss[loss=0.24, simple_loss=0.3207, pruned_loss=0.07962, over 12429.00 frames. utt_duration=509 frames, utt_pad_proportion=0.03604, over 98.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2884, pruned_loss=0.06364, over 2474296.81 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0633, over 18004.76 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2941, pruned_loss=0.06805, over 2466811.86 frames. utt_duration=1219 frames, utt_pad_proportion=0.06913, over 8102.69 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2874, pruned_loss=0.06307, over 2474756.87 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06406, over 19079.82 utterances.], batch size: 98, lr: 3.34e-04
2022-08-27 21:59:59,220 INFO [train.py:927] (3/8) Epoch 11, batch 21650, giga_loss[loss=0.212, simple_loss=0.2872, pruned_loss=0.06836, over 12287.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02697, over 42.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2933, pruned_loss=0.06564, over 2473777.14 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06968, over 18144.52 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2939, pruned_loss=0.06796, over 2466845.58 frames. utt_duration=1211 frames, utt_pad_proportion=0.07199, over 8159.48 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2926, pruned_loss=0.06514, over 2474345.96 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06872, over 19263.09 utterances.], batch size: 42, lr: 3.34e-04
2022-08-27 22:01:40,862 INFO [train.py:927] (3/8) Epoch 11, batch 21700, giga_loss[loss=0.2305, simple_loss=0.3226, pruned_loss=0.06919, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03134, over 58.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2985, pruned_loss=0.06819, over 2473909.89 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0741, over 18810.04 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2942, pruned_loss=0.06798, over 2467306.24 frames. utt_duration=1207 frames, utt_pad_proportion=0.07088, over 8186.33 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2978, pruned_loss=0.06774, over 2474248.69 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07355, over 20125.17 utterances.], batch size: 58, lr: 3.34e-04
2022-08-27 22:03:22,300 INFO [train.py:927] (3/8) Epoch 11, batch 21750, giga_loss[loss=0.24, simple_loss=0.3339, pruned_loss=0.07301, over 12330.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.02527, over 66.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2964, pruned_loss=0.06606, over 2473295.71 frames. utt_duration=521 frames, utt_pad_proportion=0.07563, over 19041.85 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2938, pruned_loss=0.06787, over 2467282.45 frames. utt_duration=1212 frames, utt_pad_proportion=0.06988, over 8151.92 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2962, pruned_loss=0.06578, over 2473711.74 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07556, over 20330.85 utterances.], batch size: 66, lr: 3.34e-04
2022-08-27 22:05:03,832 INFO [train.py:927] (3/8) Epoch 11, batch 21800, giga_loss[loss=0.2566, simple_loss=0.3392, pruned_loss=0.087, over 12426.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03897, over 123.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2962, pruned_loss=0.06477, over 2473568.61 frames. utt_duration=538.5 frames, utt_pad_proportion=0.07146, over 18424.11 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2937, pruned_loss=0.06782, over 2467203.64 frames. utt_duration=1217 frames, utt_pad_proportion=0.06887, over 8120.06 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2962, pruned_loss=0.06454, over 2474087.06 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07206, over 19673.12 utterances.], batch size: 123, lr: 3.34e-04
2022-08-27 22:06:45,970 INFO [train.py:927] (3/8) Epoch 11, batch 21850, giga_loss[loss=0.3534, simple_loss=0.4234, pruned_loss=0.1417, over 12125.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04199, over 28.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2982, pruned_loss=0.06613, over 2473266.18 frames. utt_duration=542.6 frames, utt_pad_proportion=0.07174, over 18284.62 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2937, pruned_loss=0.06785, over 2467284.65 frames. utt_duration=1217 frames, utt_pad_proportion=0.06849, over 8118.86 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2983, pruned_loss=0.06583, over 2473768.46 frames. utt_duration=507.4 frames, utt_pad_proportion=0.07236, over 19558.99 utterances.], batch size: 28, lr: 3.34e-04
2022-08-27 22:08:28,288 INFO [train.py:927] (3/8) Epoch 11, batch 21900, giga_loss[loss=0.2338, simple_loss=0.3148, pruned_loss=0.07641, over 12364.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04226, over 133.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2998, pruned_loss=0.06726, over 2473089.87 frames. utt_duration=552 frames, utt_pad_proportion=0.06911, over 17971.06 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2937, pruned_loss=0.06782, over 2467381.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.06823, over 8118.26 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2998, pruned_loss=0.06704, over 2473415.88 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06987, over 19016.96 utterances.], batch size: 133, lr: 3.34e-04
2022-08-27 22:10:10,067 INFO [train.py:927] (3/8) Epoch 11, batch 21950, giga_loss[loss=0.213, simple_loss=0.2902, pruned_loss=0.06793, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3012, pruned_loss=0.06795, over 2473599.06 frames. utt_duration=560.8 frames, utt_pad_proportion=0.0642, over 17691.73 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2937, pruned_loss=0.06776, over 2467235.32 frames. utt_duration=1218 frames, utt_pad_proportion=0.06798, over 8110.67 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3013, pruned_loss=0.06783, over 2474003.53 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06512, over 18558.02 utterances.], batch size: 48, lr: 3.34e-04
2022-08-27 22:11:51,396 INFO [train.py:927] (3/8) Epoch 11, batch 22000, giga_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06207, over 12248.00 frames. utt_duration=1886 frames, utt_pad_proportion=0.05521, over 26.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3026, pruned_loss=0.06835, over 2472556.07 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06927, over 17713.17 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2935, pruned_loss=0.06751, over 2467262.36 frames. utt_duration=1223 frames, utt_pad_proportion=0.0669, over 8076.42 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.303, pruned_loss=0.06849, over 2472972.90 frames. utt_duration=531.7 frames, utt_pad_proportion=0.0702, over 18656.75 utterances.], batch size: 26, lr: 3.34e-04
2022-08-27 22:13:32,145 INFO [train.py:927] (3/8) Epoch 11, batch 22050, giga_loss[loss=0.243, simple_loss=0.3188, pruned_loss=0.08357, over 12391.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3024, pruned_loss=0.06831, over 2472140.25 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06476, over 17158.38 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2932, pruned_loss=0.06739, over 2467291.81 frames. utt_duration=1231 frames, utt_pad_proportion=0.06502, over 8029.17 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3034, pruned_loss=0.06858, over 2472635.86 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06653, over 18316.05 utterances.], batch size: 80, lr: 3.34e-04
2022-08-27 22:15:14,681 INFO [train.py:927] (3/8) Epoch 11, batch 22100, giga_loss[loss=0.2247, simple_loss=0.3005, pruned_loss=0.07449, over 12427.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05451, over 162.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3017, pruned_loss=0.06848, over 2473365.59 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06363, over 17217.43 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2933, pruned_loss=0.0675, over 2467589.33 frames. utt_duration=1235 frames, utt_pad_proportion=0.06351, over 8000.79 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3027, pruned_loss=0.06861, over 2473615.50 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06572, over 18417.64 utterances.], batch size: 162, lr: 3.34e-04
2022-08-27 22:16:58,424 INFO [train.py:927] (3/8) Epoch 11, batch 22150, giga_loss[loss=0.2353, simple_loss=0.322, pruned_loss=0.0743, over 12425.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03006, over 80.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3018, pruned_loss=0.06905, over 2472754.31 frames. utt_duration=591.6 frames, utt_pad_proportion=0.06317, over 16761.49 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2926, pruned_loss=0.06727, over 2467759.59 frames. utt_duration=1243 frames, utt_pad_proportion=0.06231, over 7948.41 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3033, pruned_loss=0.06938, over 2472933.29 frames. utt_duration=551 frames, utt_pad_proportion=0.06537, over 18001.18 utterances.], batch size: 80, lr: 3.34e-04
2022-08-27 22:18:38,873 INFO [train.py:927] (3/8) Epoch 11, batch 22200, giga_loss[loss=0.2084, simple_loss=0.2941, pruned_loss=0.0613, over 12143.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04235, over 28.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3025, pruned_loss=0.06918, over 2472090.18 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06525, over 16419.71 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2926, pruned_loss=0.06729, over 2467547.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.06189, over 7929.96 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3039, pruned_loss=0.06944, over 2472456.43 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06708, over 17484.23 utterances.], batch size: 28, lr: 3.33e-04
2022-08-27 22:20:19,934 INFO [train.py:927] (3/8) Epoch 11, batch 22250, giga_loss[loss=0.2037, simple_loss=0.2871, pruned_loss=0.06019, over 12371.00 frames. utt_duration=376.2 frames, utt_pad_proportion=0.03535, over 132.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3022, pruned_loss=0.06915, over 2472301.11 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06552, over 16242.59 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2928, pruned_loss=0.06747, over 2467642.64 frames. utt_duration=1240 frames, utt_pad_proportion=0.06249, over 7971.16 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3035, pruned_loss=0.06926, over 2472691.86 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06679, over 17373.33 utterances.], batch size: 132, lr: 3.33e-04
2022-08-27 22:22:02,282 INFO [train.py:927] (3/8) Epoch 11, batch 22300, giga_loss[loss=0.1801, simple_loss=0.2686, pruned_loss=0.04584, over 12360.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03458, over 80.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3, pruned_loss=0.06783, over 2472090.03 frames. utt_duration=602 frames, utt_pad_proportion=0.06629, over 16468.08 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2928, pruned_loss=0.06751, over 2467380.94 frames. utt_duration=1243 frames, utt_pad_proportion=0.06179, over 7951.70 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3011, pruned_loss=0.06789, over 2472688.84 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06759, over 17496.99 utterances.], batch size: 80, lr: 3.33e-04
2022-08-27 22:23:45,080 INFO [train.py:927] (3/8) Epoch 11, batch 22350, giga_loss[loss=0.1932, simple_loss=0.2783, pruned_loss=0.05404, over 12197.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03136, over 42.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2986, pruned_loss=0.06752, over 2472213.38 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06616, over 16877.88 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2922, pruned_loss=0.06723, over 2467569.61 frames. utt_duration=1249 frames, utt_pad_proportion=0.06051, over 7912.67 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3002, pruned_loss=0.06783, over 2472649.98 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06777, over 17981.54 utterances.], batch size: 42, lr: 3.33e-04
2022-08-27 22:25:25,819 INFO [train.py:927] (3/8) Epoch 11, batch 22400, giga_loss[loss=0.221, simple_loss=0.2992, pruned_loss=0.07139, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2973, pruned_loss=0.06719, over 2472776.97 frames. utt_duration=599.4 frames, utt_pad_proportion=0.06265, over 16542.91 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2934, pruned_loss=0.06796, over 2467812.99 frames. utt_duration=1235 frames, utt_pad_proportion=0.06372, over 8001.39 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2976, pruned_loss=0.06673, over 2473043.72 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0628, over 17628.15 utterances.], batch size: 133, lr: 3.33e-04
2022-08-27 22:27:09,526 INFO [train.py:927] (3/8) Epoch 11, batch 22450, libri_loss[loss=0.2019, simple_loss=0.2726, pruned_loss=0.06558, over 12211.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01027, over 29.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2938, pruned_loss=0.0655, over 2472899.50 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06401, over 16790.38 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2937, pruned_loss=0.06801, over 2467757.36 frames. utt_duration=1235 frames, utt_pad_proportion=0.06314, over 8005.25 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2938, pruned_loss=0.06505, over 2473259.52 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06433, over 17813.02 utterances.], batch size: 29, lr: 3.33e-04
2022-08-27 22:28:50,046 INFO [train.py:927] (3/8) Epoch 11, batch 22500, giga_loss[loss=0.2389, simple_loss=0.3189, pruned_loss=0.07946, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07003, over 212.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2913, pruned_loss=0.06416, over 2473039.25 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06188, over 16986.02 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2937, pruned_loss=0.06812, over 2468055.68 frames. utt_duration=1237 frames, utt_pad_proportion=0.06228, over 7991.34 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2913, pruned_loss=0.06365, over 2473150.76 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06259, over 17966.81 utterances.], batch size: 212, lr: 3.33e-04
2022-08-27 22:30:30,894 INFO [train.py:927] (3/8) Epoch 11, batch 22550, giga_loss[loss=0.2244, simple_loss=0.31, pruned_loss=0.06946, over 12375.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2917, pruned_loss=0.06368, over 2472764.50 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05928, over 16511.74 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2942, pruned_loss=0.06855, over 2468232.04 frames. utt_duration=1223 frames, utt_pad_proportion=0.06609, over 8079.48 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2911, pruned_loss=0.06272, over 2472836.90 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05813, over 17486.21 utterances.], batch size: 133, lr: 3.33e-04
2022-08-27 22:32:13,030 INFO [train.py:927] (3/8) Epoch 11, batch 22600, giga_loss[loss=0.2035, simple_loss=0.2806, pruned_loss=0.06316, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02795, over 45.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2918, pruned_loss=0.06253, over 2472920.71 frames. utt_duration=606.4 frames, utt_pad_proportion=0.0553, over 16353.66 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2941, pruned_loss=0.06848, over 2468506.78 frames. utt_duration=1225 frames, utt_pad_proportion=0.06561, over 8070.43 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2914, pruned_loss=0.06177, over 2472801.18 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05472, over 17242.10 utterances.], batch size: 45, lr: 3.33e-04
2022-08-27 22:33:53,356 INFO [train.py:927] (3/8) Epoch 11, batch 22650, giga_loss[loss=0.1978, simple_loss=0.2729, pruned_loss=0.06132, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02892, over 48.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.291, pruned_loss=0.06176, over 2473705.80 frames. utt_duration=575 frames, utt_pad_proportion=0.05652, over 17254.36 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2939, pruned_loss=0.06831, over 2468370.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06439, over 8038.01 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2908, pruned_loss=0.06116, over 2473820.35 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05644, over 18180.05 utterances.], batch size: 48, lr: 3.33e-04
2022-08-27 22:35:37,281 INFO [train.py:927] (3/8) Epoch 11, batch 22700, giga_loss[loss=0.1875, simple_loss=0.2816, pruned_loss=0.0467, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02726, over 66.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2917, pruned_loss=0.06166, over 2473862.96 frames. utt_duration=552 frames, utt_pad_proportion=0.05423, over 17974.43 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2937, pruned_loss=0.06817, over 2468536.27 frames. utt_duration=1235 frames, utt_pad_proportion=0.0635, over 8003.58 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2917, pruned_loss=0.0612, over 2473890.22 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05456, over 18909.42 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 22:37:21,260 INFO [train.py:927] (3/8) Epoch 11, batch 22750, giga_loss[loss=0.2017, simple_loss=0.296, pruned_loss=0.05372, over 12354.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02919, over 91.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2936, pruned_loss=0.06236, over 2473846.37 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05214, over 17828.42 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.294, pruned_loss=0.06826, over 2468016.13 frames. utt_duration=1238 frames, utt_pad_proportion=0.06266, over 7984.81 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2932, pruned_loss=0.0617, over 2474482.37 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05269, over 18911.46 utterances.], batch size: 91, lr: 3.33e-04
2022-08-27 22:39:02,116 INFO [train.py:927] (3/8) Epoch 11, batch 22800, giga_loss[loss=0.2355, simple_loss=0.3152, pruned_loss=0.07788, over 12316.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03642, over 51.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2952, pruned_loss=0.06311, over 2473228.20 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05212, over 17576.33 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2938, pruned_loss=0.06814, over 2467687.32 frames. utt_duration=1242 frames, utt_pad_proportion=0.06203, over 7957.18 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2952, pruned_loss=0.06261, over 2474087.01 frames. utt_duration=533.9 frames, utt_pad_proportion=0.05277, over 18588.73 utterances.], batch size: 51, lr: 3.33e-04
2022-08-27 22:40:44,408 INFO [train.py:927] (3/8) Epoch 11, batch 22850, libri_loss[loss=0.2207, simple_loss=0.304, pruned_loss=0.06867, over 12314.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006108, over 36.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2964, pruned_loss=0.0638, over 2473248.75 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05542, over 17665.44 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2932, pruned_loss=0.06788, over 2467446.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.0606, over 7912.20 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2969, pruned_loss=0.06348, over 2474333.18 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05624, over 18818.91 utterances.], batch size: 36, lr: 3.33e-04
2022-08-27 22:42:26,353 INFO [train.py:927] (3/8) Epoch 11, batch 22900, libri_loss[loss=0.2493, simple_loss=0.3311, pruned_loss=0.08376, over 12426.00 frames. utt_duration=957.3 frames, utt_pad_proportion=0.06511, over 52.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2964, pruned_loss=0.06336, over 2473379.07 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05289, over 17180.60 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2936, pruned_loss=0.06803, over 2467540.37 frames. utt_duration=1247 frames, utt_pad_proportion=0.06019, over 7925.85 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2965, pruned_loss=0.06289, over 2474251.24 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05381, over 18258.14 utterances.], batch size: 52, lr: 3.33e-04
2022-08-27 22:44:09,278 INFO [train.py:927] (3/8) Epoch 11, batch 22950, giga_loss[loss=0.1745, simple_loss=0.2641, pruned_loss=0.04248, over 12360.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.0292, over 70.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.295, pruned_loss=0.06313, over 2472925.98 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05478, over 17032.30 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2946, pruned_loss=0.0686, over 2467774.06 frames. utt_duration=1223 frames, utt_pad_proportion=0.06703, over 8078.71 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2943, pruned_loss=0.06214, over 2473542.10 frames. utt_duration=552.3 frames, utt_pad_proportion=0.05258, over 17965.07 utterances.], batch size: 70, lr: 3.33e-04
2022-08-27 22:45:49,969 INFO [train.py:927] (3/8) Epoch 11, batch 23000, libri_loss[loss=0.3204, simple_loss=0.3927, pruned_loss=0.124, over 12417.00 frames. utt_duration=437.2 frames, utt_pad_proportion=0.3169, over 114.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2948, pruned_loss=0.06283, over 2473267.86 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05887, over 17237.20 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2955, pruned_loss=0.0692, over 2467764.35 frames. utt_duration=1214 frames, utt_pad_proportion=0.06951, over 8137.90 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2933, pruned_loss=0.06133, over 2473900.63 frames. utt_duration=547 frames, utt_pad_proportion=0.05568, over 18141.19 utterances.], batch size: 114, lr: 3.33e-04
2022-08-27 22:47:29,461 INFO [train.py:927] (3/8) Epoch 11, batch 23050, giga_loss[loss=0.208, simple_loss=0.298, pruned_loss=0.05903, over 12331.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03003, over 66.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2954, pruned_loss=0.06253, over 2472633.85 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06007, over 17562.22 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.2963, pruned_loss=0.06944, over 2467288.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.0687, over 8120.92 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2935, pruned_loss=0.06105, over 2473601.25 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05777, over 18405.06 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 22:49:09,047 INFO [train.py:927] (3/8) Epoch 11, batch 23100, giga_loss[loss=0.18, simple_loss=0.2653, pruned_loss=0.04732, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.0292, over 66.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2932, pruned_loss=0.06221, over 2472301.13 frames. utt_duration=578.5 frames, utt_pad_proportion=0.0567, over 17138.79 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.2961, pruned_loss=0.0694, over 2467226.54 frames. utt_duration=1221 frames, utt_pad_proportion=0.0674, over 8094.19 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2918, pruned_loss=0.06091, over 2473227.10 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05539, over 18030.62 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 22:50:49,418 INFO [train.py:927] (3/8) Epoch 11, batch 23150, giga_loss[loss=0.1877, simple_loss=0.2745, pruned_loss=0.05048, over 12382.00 frames. utt_duration=800.3 frames, utt_pad_proportion=0.02995, over 62.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2906, pruned_loss=0.06187, over 2472851.69 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05363, over 17171.70 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2956, pruned_loss=0.06915, over 2467121.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.06672, over 8063.92 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.29, pruned_loss=0.06098, over 2473735.88 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05294, over 18024.35 utterances.], batch size: 62, lr: 3.33e-04
2022-08-27 22:52:30,739 INFO [train.py:927] (3/8) Epoch 11, batch 23200, giga_loss[loss=0.1984, simple_loss=0.2764, pruned_loss=0.06019, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02939, over 48.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2878, pruned_loss=0.06123, over 2472598.14 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05584, over 17168.64 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2951, pruned_loss=0.06892, over 2467009.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.06602, over 8049.87 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2876, pruned_loss=0.06052, over 2473550.25 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05532, over 18101.23 utterances.], batch size: 48, lr: 3.33e-04
2022-08-27 22:54:12,074 INFO [train.py:927] (3/8) Epoch 11, batch 23250, giga_loss[loss=0.1753, simple_loss=0.2577, pruned_loss=0.04641, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02666, over 45.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06039, over 2472902.02 frames. utt_duration=573 frames, utt_pad_proportion=0.05537, over 17307.92 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2958, pruned_loss=0.06928, over 2467266.12 frames. utt_duration=1213 frames, utt_pad_proportion=0.06938, over 8146.95 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2842, pruned_loss=0.05925, over 2473585.12 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05334, over 18222.51 utterances.], batch size: 45, lr: 3.33e-04
2022-08-27 22:55:51,962 INFO [train.py:927] (3/8) Epoch 11, batch 23300, giga_loss[loss=0.2434, simple_loss=0.3191, pruned_loss=0.08384, over 12393.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2855, pruned_loss=0.06047, over 2472295.42 frames. utt_duration=575.7 frames, utt_pad_proportion=0.05816, over 17221.18 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.295, pruned_loss=0.06888, over 2467050.98 frames. utt_duration=1222 frames, utt_pad_proportion=0.06772, over 8086.55 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.285, pruned_loss=0.05964, over 2473197.39 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05695, over 18299.41 utterances.], batch size: 161, lr: 3.33e-04
2022-08-27 22:57:33,088 INFO [train.py:927] (3/8) Epoch 11, batch 23350, giga_loss[loss=0.2198, simple_loss=0.2996, pruned_loss=0.06994, over 12349.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1907, over 363.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2878, pruned_loss=0.0611, over 2471918.02 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05985, over 17365.35 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2945, pruned_loss=0.06865, over 2466859.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.0663, over 8048.44 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2876, pruned_loss=0.06043, over 2472971.31 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05923, over 18516.36 utterances.], batch size: 363, lr: 3.33e-04
2022-08-27 22:59:13,876 INFO [train.py:927] (3/8) Epoch 11, batch 23400, giga_loss[loss=0.2105, simple_loss=0.2925, pruned_loss=0.06425, over 12415.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04115, over 40.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2903, pruned_loss=0.06199, over 2471980.49 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05946, over 17186.54 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2943, pruned_loss=0.06855, over 2466784.17 frames. utt_duration=1231 frames, utt_pad_proportion=0.06558, over 8024.83 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2902, pruned_loss=0.06144, over 2472938.19 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05922, over 18228.84 utterances.], batch size: 40, lr: 3.33e-04
2022-08-27 23:01:00,489 INFO [train.py:927] (3/8) Epoch 11, batch 23450, giga_loss[loss=0.235, simple_loss=0.3172, pruned_loss=0.07642, over 12450.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.02771, over 55.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2954, pruned_loss=0.06572, over 2472251.29 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05956, over 17113.57 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2942, pruned_loss=0.06847, over 2466771.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06488, over 8001.54 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2954, pruned_loss=0.06529, over 2473102.71 frames. utt_duration=548.7 frames, utt_pad_proportion=0.0596, over 18078.95 utterances.], batch size: 55, lr: 3.33e-04
2022-08-27 23:02:46,170 INFO [train.py:927] (3/8) Epoch 11, batch 23500, giga_loss[loss=0.2492, simple_loss=0.3319, pruned_loss=0.08329, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3019, pruned_loss=0.07004, over 2472782.42 frames. utt_duration=536.2 frames, utt_pad_proportion=0.07199, over 18498.59 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2947, pruned_loss=0.06867, over 2466967.84 frames. utt_duration=1221 frames, utt_pad_proportion=0.06862, over 8089.80 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3015, pruned_loss=0.06949, over 2473434.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.07004, over 19396.54 utterances.], batch size: 113, lr: 3.33e-04
2022-08-27 23:04:29,180 INFO [train.py:927] (3/8) Epoch 11, batch 23550, giga_loss[loss=0.2765, simple_loss=0.3491, pruned_loss=0.1019, over 12433.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3082, pruned_loss=0.07523, over 2473573.13 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07549, over 19199.76 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2946, pruned_loss=0.06873, over 2466931.42 frames. utt_duration=1214 frames, utt_pad_proportion=0.07251, over 8136.09 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3082, pruned_loss=0.07478, over 2474244.35 frames. utt_duration=494 frames, utt_pad_proportion=0.07238, over 20092.53 utterances.], batch size: 161, lr: 3.33e-04
2022-08-27 23:06:13,776 INFO [train.py:927] (3/8) Epoch 11, batch 23600, giga_loss[loss=0.2252, simple_loss=0.3194, pruned_loss=0.06551, over 12389.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02674, over 66.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07811, over 2473566.19 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07147, over 19549.41 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2942, pruned_loss=0.06851, over 2466658.34 frames. utt_duration=1220 frames, utt_pad_proportion=0.07129, over 8097.04 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3135, pruned_loss=0.0781, over 2474477.91 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06964, over 20533.25 utterances.], batch size: 66, lr: 3.33e-04
2022-08-27 23:07:59,521 INFO [train.py:927] (3/8) Epoch 11, batch 23650, libri_loss[loss=0.1838, simple_loss=0.268, pruned_loss=0.04983, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005322, over 31.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3171, pruned_loss=0.08255, over 2473656.59 frames. utt_duration=468.8 frames, utt_pad_proportion=0.08311, over 21171.49 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.294, pruned_loss=0.06836, over 2466526.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.07041, over 8084.85 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3184, pruned_loss=0.08304, over 2474727.31 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08174, over 22327.67 utterances.], batch size: 31, lr: 3.33e-04
2022-08-27 23:09:47,347 INFO [train.py:927] (3/8) Epoch 11, batch 23700, giga_loss[loss=0.2514, simple_loss=0.3384, pruned_loss=0.08224, over 12331.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.05106, over 31.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3225, pruned_loss=0.08678, over 2473569.00 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08742, over 21807.82 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2945, pruned_loss=0.06885, over 2466464.27 frames. utt_duration=1209 frames, utt_pad_proportion=0.07461, over 8173.18 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3236, pruned_loss=0.08709, over 2474633.01 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08517, over 22951.30 utterances.], batch size: 31, lr: 3.33e-04
2022-08-27 23:11:37,472 INFO [train.py:927] (3/8) Epoch 11, batch 23750, giga_loss[loss=0.2633, simple_loss=0.3347, pruned_loss=0.09599, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04388, over 146.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08859, over 2473979.90 frames. utt_duration=446 frames, utt_pad_proportion=0.08385, over 22258.86 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2948, pruned_loss=0.06893, over 2466415.67 frames. utt_duration=1208 frames, utt_pad_proportion=0.07468, over 8176.42 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3254, pruned_loss=0.089, over 2474949.65 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08227, over 23336.02 utterances.], batch size: 146, lr: 3.33e-04
2022-08-27 23:13:20,815 INFO [train.py:927] (3/8) Epoch 11, batch 23800, giga_loss[loss=0.271, simple_loss=0.3493, pruned_loss=0.09633, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04, over 133.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.327, pruned_loss=0.09022, over 2474133.30 frames. utt_duration=436.2 frames, utt_pad_proportion=0.0847, over 22765.27 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2952, pruned_loss=0.06903, over 2466629.18 frames. utt_duration=1209 frames, utt_pad_proportion=0.07392, over 8169.88 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3279, pruned_loss=0.09074, over 2474813.58 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08369, over 23809.87 utterances.], batch size: 133, lr: 3.33e-04
2022-08-27 23:15:04,675 INFO [train.py:927] (3/8) Epoch 11, batch 23850, giga_loss[loss=0.2457, simple_loss=0.3288, pruned_loss=0.08129, over 12384.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3268, pruned_loss=0.08987, over 2474190.54 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08184, over 22110.58 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2951, pruned_loss=0.06913, over 2467088.79 frames. utt_duration=1210 frames, utt_pad_proportion=0.07205, over 8164.05 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3297, pruned_loss=0.09161, over 2474815.31 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08186, over 23926.27 utterances.], batch size: 183, lr: 3.33e-04
2022-08-27 23:16:53,002 INFO [train.py:927] (3/8) Epoch 11, batch 23900, giga_loss[loss=0.2643, simple_loss=0.3458, pruned_loss=0.09142, over 12446.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03508, over 105.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3259, pruned_loss=0.08851, over 2474909.96 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08245, over 22344.62 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2947, pruned_loss=0.06898, over 2467558.57 frames. utt_duration=1212 frames, utt_pad_proportion=0.07094, over 8156.14 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3293, pruned_loss=0.09048, over 2475155.95 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08279, over 24108.28 utterances.], batch size: 105, lr: 3.32e-04
2022-08-27 23:18:39,194 INFO [train.py:927] (3/8) Epoch 11, batch 23950, libri_loss[loss=0.2242, simple_loss=0.3042, pruned_loss=0.07209, over 12268.00 frames. utt_duration=963.8 frames, utt_pad_proportion=0.0661, over 51.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3238, pruned_loss=0.08684, over 2474863.35 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08197, over 22277.58 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2944, pruned_loss=0.06874, over 2467396.76 frames. utt_duration=1215 frames, utt_pad_proportion=0.06919, over 8132.70 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3279, pruned_loss=0.08934, over 2475487.41 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08293, over 24256.58 utterances.], batch size: 51, lr: 3.32e-04
2022-08-27 23:20:26,018 INFO [train.py:927] (3/8) Epoch 11, batch 24000, giga_loss[loss=0.2348, simple_loss=0.3198, pruned_loss=0.07484, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02828, over 45.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3216, pruned_loss=0.08509, over 2474531.10 frames. utt_duration=445 frames, utt_pad_proportion=0.08395, over 22316.54 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.295, pruned_loss=0.06913, over 2467354.87 frames. utt_duration=1206 frames, utt_pad_proportion=0.07243, over 8196.23 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.325, pruned_loss=0.08711, over 2475212.33 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08362, over 24168.08 utterances.], batch size: 45, lr: 3.32e-04
2022-08-27 23:20:26,021 INFO [train.py:958] (3/8) Computing validation loss
2022-08-27 23:20:39,627 INFO [train.py:967] (3/8) Epoch 11, validation: loss=0.1756, simple_loss=0.2853, pruned_loss=0.0329, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-27 23:22:27,108 INFO [train.py:927] (3/8) Epoch 11, batch 24050, giga_loss[loss=0.2288, simple_loss=0.3118, pruned_loss=0.07291, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02701, over 66.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3197, pruned_loss=0.08337, over 2474936.53 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07963, over 21283.67 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2945, pruned_loss=0.06887, over 2467398.61 frames. utt_duration=1213 frames, utt_pad_proportion=0.07057, over 8145.17 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3238, pruned_loss=0.08572, over 2475680.06 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08033, over 23252.85 utterances.], batch size: 66, lr: 3.32e-04
2022-08-27 23:24:18,266 INFO [train.py:927] (3/8) Epoch 11, batch 24100, giga_loss[loss=0.2118, simple_loss=0.312, pruned_loss=0.0558, over 12376.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3201, pruned_loss=0.08212, over 2474685.84 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07766, over 21174.23 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2947, pruned_loss=0.06898, over 2467358.62 frames. utt_duration=1214 frames, utt_pad_proportion=0.0703, over 8140.45 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3232, pruned_loss=0.08392, over 2475343.58 frames. utt_duration=436 frames, utt_pad_proportion=0.07846, over 22784.51 utterances.], batch size: 62, lr: 3.32e-04
2022-08-27 23:26:03,717 INFO [train.py:927] (3/8) Epoch 11, batch 24150, giga_loss[loss=0.3251, simple_loss=0.3658, pruned_loss=0.1422, over 12403.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1102, over 260.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.32, pruned_loss=0.08129, over 2474237.86 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07824, over 20934.28 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2949, pruned_loss=0.06899, over 2467334.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.0686, over 8079.57 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3231, pruned_loss=0.08309, over 2474996.03 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07953, over 22708.30 utterances.], batch size: 260, lr: 3.32e-04
2022-08-27 23:27:51,002 INFO [train.py:927] (3/8) Epoch 11, batch 24200, giga_loss[loss=0.2361, simple_loss=0.321, pruned_loss=0.07566, over 12374.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05013, over 161.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3187, pruned_loss=0.08028, over 2474797.31 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07549, over 20467.56 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2952, pruned_loss=0.06899, over 2467899.11 frames. utt_duration=1215 frames, utt_pad_proportion=0.0704, over 8132.94 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3217, pruned_loss=0.08216, over 2475145.51 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07635, over 22300.04 utterances.], batch size: 161, lr: 3.32e-04
2022-08-27 23:29:35,932 INFO [train.py:927] (3/8) Epoch 11, batch 24250, giga_loss[loss=0.1992, simple_loss=0.2903, pruned_loss=0.05401, over 12354.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03255, over 51.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3167, pruned_loss=0.08014, over 2474791.07 frames. utt_duration=470 frames, utt_pad_proportion=0.07684, over 21128.52 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2949, pruned_loss=0.06886, over 2467656.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.06937, over 8106.53 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3198, pruned_loss=0.08195, over 2475387.46 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07774, over 22828.08 utterances.], batch size: 51, lr: 3.32e-04
2022-08-27 23:31:19,186 INFO [train.py:927] (3/8) Epoch 11, batch 24300, giga_loss[loss=0.2493, simple_loss=0.3246, pruned_loss=0.08701, over 12430.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06133, over 183.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3161, pruned_loss=0.07921, over 2474160.57 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07769, over 21111.49 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2949, pruned_loss=0.06883, over 2467570.19 frames. utt_duration=1221 frames, utt_pad_proportion=0.06861, over 8091.02 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3189, pruned_loss=0.08081, over 2474789.72 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07866, over 22650.30 utterances.], batch size: 183, lr: 3.32e-04
2022-08-27 23:33:03,724 INFO [train.py:927] (3/8) Epoch 11, batch 24350, giga_loss[loss=0.2277, simple_loss=0.3099, pruned_loss=0.07274, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03046, over 80.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3148, pruned_loss=0.07785, over 2473902.85 frames. utt_duration=482.1 frames, utt_pad_proportion=0.076, over 20586.08 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2944, pruned_loss=0.06849, over 2467609.76 frames. utt_duration=1226 frames, utt_pad_proportion=0.06768, over 8060.36 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3178, pruned_loss=0.07959, over 2474484.17 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07721, over 22056.31 utterances.], batch size: 80, lr: 3.32e-04
2022-08-27 23:34:46,706 INFO [train.py:927] (3/8) Epoch 11, batch 24400, libri_loss[loss=0.2547, simple_loss=0.323, pruned_loss=0.09323, over 12404.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.1449, over 66.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3137, pruned_loss=0.07775, over 2474200.82 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07758, over 20514.51 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2949, pruned_loss=0.06867, over 2468045.46 frames. utt_duration=1214 frames, utt_pad_proportion=0.07089, over 8144.84 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3163, pruned_loss=0.07934, over 2474514.52 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07752, over 22092.35 utterances.], batch size: 66, lr: 3.32e-04
2022-08-27 23:36:31,517 INFO [train.py:927] (3/8) Epoch 11, batch 24450, giga_loss[loss=0.2361, simple_loss=0.3136, pruned_loss=0.07928, over 12395.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03498, over 80.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3133, pruned_loss=0.07834, over 2474712.26 frames. utt_duration=476.8 frames, utt_pad_proportion=0.08038, over 20825.26 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2952, pruned_loss=0.06885, over 2468324.80 frames. utt_duration=1216 frames, utt_pad_proportion=0.06976, over 8129.07 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3155, pruned_loss=0.07961, over 2474823.05 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0806, over 22326.69 utterances.], batch size: 80, lr: 3.32e-04
2022-08-27 23:38:17,483 INFO [train.py:927] (3/8) Epoch 11, batch 24500, libri_loss[loss=0.2393, simple_loss=0.324, pruned_loss=0.07734, over 12454.00 frames. utt_duration=745 frames, utt_pad_proportion=0.1515, over 67.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3114, pruned_loss=0.07793, over 2474421.79 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07638, over 20462.84 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2949, pruned_loss=0.06874, over 2467848.16 frames. utt_duration=1220 frames, utt_pad_proportion=0.06872, over 8101.93 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07938, over 2475167.97 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0772, over 22149.69 utterances.], batch size: 67, lr: 3.32e-04
2022-08-27 23:40:02,158 INFO [train.py:927] (3/8) Epoch 11, batch 24550, giga_loss[loss=0.2217, simple_loss=0.2983, pruned_loss=0.07253, over 12362.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03734, over 80.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3104, pruned_loss=0.07715, over 2473650.83 frames. utt_duration=492 frames, utt_pad_proportion=0.07279, over 20169.92 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2944, pruned_loss=0.06847, over 2467838.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.06803, over 8073.52 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3131, pruned_loss=0.07866, over 2474317.37 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07393, over 21686.76 utterances.], batch size: 80, lr: 3.32e-04
2022-08-27 23:41:43,588 INFO [train.py:927] (3/8) Epoch 11, batch 24600, giga_loss[loss=0.2235, simple_loss=0.3105, pruned_loss=0.06823, over 12445.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03457, over 86.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3108, pruned_loss=0.07684, over 2474436.80 frames. utt_duration=492.3 frames, utt_pad_proportion=0.0694, over 20163.97 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06838, over 2467885.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06705, over 8054.16 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07828, over 2475015.81 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07084, over 21595.70 utterances.], batch size: 86, lr: 3.32e-04
2022-08-27 23:43:27,653 INFO [train.py:927] (3/8) Epoch 11, batch 24650, giga_loss[loss=0.2069, simple_loss=0.3016, pruned_loss=0.05614, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03321, over 75.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3113, pruned_loss=0.07702, over 2474973.79 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06734, over 19905.86 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2945, pruned_loss=0.0685, over 2467822.61 frames. utt_duration=1217 frames, utt_pad_proportion=0.07035, over 8118.67 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3134, pruned_loss=0.07813, over 2475551.44 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06743, over 21084.49 utterances.], batch size: 75, lr: 3.32e-04
2022-08-27 23:45:13,064 INFO [train.py:927] (3/8) Epoch 11, batch 24700, giga_loss[loss=0.3085, simple_loss=0.3657, pruned_loss=0.1256, over 12387.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07034, over 211.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3141, pruned_loss=0.08029, over 2474693.56 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07198, over 20733.05 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2944, pruned_loss=0.06859, over 2467908.27 frames. utt_duration=1221 frames, utt_pad_proportion=0.06931, over 8095.54 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3162, pruned_loss=0.08129, over 2475176.83 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07222, over 21930.75 utterances.], batch size: 211, lr: 3.32e-04
2022-08-27 23:46:54,079 INFO [train.py:927] (3/8) Epoch 11, batch 24750, libri_loss[loss=0.2303, simple_loss=0.3179, pruned_loss=0.07128, over 12382.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.0244, over 43.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08062, over 2474854.43 frames. utt_duration=490 frames, utt_pad_proportion=0.07319, over 20264.25 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2947, pruned_loss=0.06877, over 2467784.20 frames. utt_duration=1223 frames, utt_pad_proportion=0.06835, over 8081.51 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.0817, over 2475605.13 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0737, over 21708.31 utterances.], batch size: 43, lr: 3.32e-04
2022-08-27 23:48:34,937 INFO [train.py:927] (3/8) Epoch 11, batch 24800, giga_loss[loss=0.2311, simple_loss=0.3154, pruned_loss=0.07344, over 12125.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03734, over 30.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3136, pruned_loss=0.0804, over 2474643.19 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07809, over 21019.94 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2947, pruned_loss=0.06865, over 2467555.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.06803, over 8057.76 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3154, pruned_loss=0.08147, over 2475516.10 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07835, over 22297.52 utterances.], batch size: 30, lr: 3.32e-04
2022-08-27 23:50:16,980 INFO [train.py:927] (3/8) Epoch 11, batch 24850, giga_loss[loss=0.2163, simple_loss=0.3021, pruned_loss=0.06527, over 12295.00 frames. utt_duration=912 frames, utt_pad_proportion=0.02353, over 54.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.313, pruned_loss=0.07938, over 2474029.05 frames. utt_duration=466 frames, utt_pad_proportion=0.08193, over 21301.87 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2947, pruned_loss=0.06869, over 2467329.77 frames. utt_duration=1219 frames, utt_pad_proportion=0.07084, over 8103.03 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.315, pruned_loss=0.08051, over 2475152.08 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08113, over 22653.86 utterances.], batch size: 54, lr: 3.32e-04
2022-08-27 23:52:03,270 INFO [train.py:927] (3/8) Epoch 11, batch 24900, giga_loss[loss=0.2074, simple_loss=0.2921, pruned_loss=0.0613, over 12361.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02661, over 70.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3099, pruned_loss=0.07737, over 2474101.40 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07606, over 20273.92 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2946, pruned_loss=0.06869, over 2467255.77 frames. utt_duration=1222 frames, utt_pad_proportion=0.07047, over 8085.07 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3117, pruned_loss=0.07836, over 2475106.95 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07585, over 21464.67 utterances.], batch size: 70, lr: 3.32e-04
2022-08-27 23:53:44,693 INFO [train.py:927] (3/8) Epoch 11, batch 24950, giga_loss[loss=0.3141, simple_loss=0.3657, pruned_loss=0.1313, over 12412.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09931, over 257.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3118, pruned_loss=0.07906, over 2474619.87 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07917, over 20487.72 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2944, pruned_loss=0.06865, over 2467337.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06837, over 8046.43 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.314, pruned_loss=0.08025, over 2475633.97 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07965, over 21938.75 utterances.], batch size: 257, lr: 3.32e-04
2022-08-27 23:55:30,252 INFO [train.py:927] (3/8) Epoch 11, batch 25000, giga_loss[loss=0.2319, simple_loss=0.3229, pruned_loss=0.07044, over 12390.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02689, over 70.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.315, pruned_loss=0.07842, over 2473705.59 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07412, over 19828.26 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2945, pruned_loss=0.06873, over 2467172.00 frames. utt_duration=1229 frames, utt_pad_proportion=0.06754, over 8042.00 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3172, pruned_loss=0.07956, over 2474833.32 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07523, over 21324.56 utterances.], batch size: 70, lr: 3.32e-04
2022-08-27 23:57:13,587 INFO [train.py:927] (3/8) Epoch 11, batch 25050, giga_loss[loss=0.2245, simple_loss=0.3013, pruned_loss=0.07383, over 12384.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04126, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3167, pruned_loss=0.07914, over 2473920.46 frames. utt_duration=501 frames, utt_pad_proportion=0.07544, over 19810.46 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2949, pruned_loss=0.06889, over 2467166.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06665, over 8038.91 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3187, pruned_loss=0.0802, over 2475023.23 frames. utt_duration=465.5 frames, utt_pad_proportion=0.0766, over 21335.42 utterances.], batch size: 133, lr: 3.32e-04
2022-08-27 23:59:02,313 INFO [train.py:927] (3/8) Epoch 11, batch 25100, giga_loss[loss=0.2405, simple_loss=0.32, pruned_loss=0.0805, over 12452.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03489, over 105.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3159, pruned_loss=0.07891, over 2473660.87 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07481, over 19791.31 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2948, pruned_loss=0.06878, over 2467185.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.06568, over 8032.13 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3179, pruned_loss=0.08004, over 2474642.21 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07614, over 21211.79 utterances.], batch size: 105, lr: 3.32e-04
2022-08-28 00:00:46,343 INFO [train.py:927] (3/8) Epoch 11, batch 25150, giga_loss[loss=0.2001, simple_loss=0.2811, pruned_loss=0.05952, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03218, over 58.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3146, pruned_loss=0.07884, over 2474296.44 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07646, over 20272.20 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2946, pruned_loss=0.06855, over 2467342.72 frames. utt_duration=1233 frames, utt_pad_proportion=0.0647, over 8011.62 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3168, pruned_loss=0.08014, over 2475045.50 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07777, over 21629.45 utterances.], batch size: 58, lr: 3.32e-04
2022-08-28 00:02:31,319 INFO [train.py:927] (3/8) Epoch 11, batch 25200, libri_loss[loss=0.2204, simple_loss=0.2959, pruned_loss=0.07247, over 12284.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007246, over 37.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08014, over 2474931.86 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07119, over 20083.77 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2948, pruned_loss=0.06868, over 2467536.76 frames. utt_duration=1231 frames, utt_pad_proportion=0.06442, over 8025.19 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3173, pruned_loss=0.08124, over 2475504.90 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07271, over 21359.29 utterances.], batch size: 37, lr: 3.32e-04
2022-08-28 00:04:14,438 INFO [train.py:927] (3/8) Epoch 11, batch 25250, giga_loss[loss=0.2771, simple_loss=0.3448, pruned_loss=0.1047, over 12417.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07617, over 213.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3139, pruned_loss=0.0799, over 2475400.25 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06902, over 19675.89 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2945, pruned_loss=0.06859, over 2467450.35 frames. utt_duration=1237 frames, utt_pad_proportion=0.06306, over 7988.83 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3162, pruned_loss=0.08116, over 2476138.23 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07093, over 21045.60 utterances.], batch size: 213, lr: 3.32e-04
2022-08-28 00:05:55,777 INFO [train.py:927] (3/8) Epoch 11, batch 25300, giga_loss[loss=0.2504, simple_loss=0.3215, pruned_loss=0.0896, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03152, over 80.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3127, pruned_loss=0.0791, over 2475623.97 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06905, over 19175.89 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2947, pruned_loss=0.06865, over 2468014.35 frames. utt_duration=1225 frames, utt_pad_proportion=0.06655, over 8067.58 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.08046, over 2475990.00 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06951, over 20639.20 utterances.], batch size: 80, lr: 3.32e-04
2022-08-28 00:07:38,164 INFO [train.py:927] (3/8) Epoch 11, batch 25350, giga_loss[loss=0.2481, simple_loss=0.3261, pruned_loss=0.0851, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03087, over 85.00 utterances.], tot_loss[loss=0.237, simple_loss=0.314, pruned_loss=0.08006, over 2475470.65 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07205, over 19776.19 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2946, pruned_loss=0.06862, over 2467726.14 frames. utt_duration=1228 frames, utt_pad_proportion=0.06582, over 8050.47 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3164, pruned_loss=0.08144, over 2476189.18 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07244, over 21245.40 utterances.], batch size: 85, lr: 3.32e-04
2022-08-28 00:09:24,442 INFO [train.py:927] (3/8) Epoch 11, batch 25400, giga_loss[loss=0.2362, simple_loss=0.3234, pruned_loss=0.07444, over 12420.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03743, over 123.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3144, pruned_loss=0.0792, over 2475737.61 frames. utt_duration=511.7 frames, utt_pad_proportion=0.0708, over 19410.79 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2949, pruned_loss=0.06886, over 2467934.59 frames. utt_duration=1219 frames, utt_pad_proportion=0.06819, over 8111.02 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3166, pruned_loss=0.08041, over 2476346.66 frames. utt_duration=476.6 frames, utt_pad_proportion=0.0705, over 20847.03 utterances.], batch size: 123, lr: 3.32e-04
2022-08-28 00:11:09,602 INFO [train.py:927] (3/8) Epoch 11, batch 25450, libri_loss[loss=0.1996, simple_loss=0.285, pruned_loss=0.05711, over 12484.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006164, over 36.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3165, pruned_loss=0.07887, over 2475199.51 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07079, over 19016.71 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2947, pruned_loss=0.06865, over 2468028.37 frames. utt_duration=1212 frames, utt_pad_proportion=0.07112, over 8155.87 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.319, pruned_loss=0.08027, over 2475749.14 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06943, over 20373.76 utterances.], batch size: 36, lr: 3.32e-04
2022-08-28 00:12:53,488 INFO [train.py:927] (3/8) Epoch 11, batch 25500, libri_loss[loss=0.1951, simple_loss=0.2736, pruned_loss=0.05835, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005468, over 32.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3183, pruned_loss=0.08029, over 2475118.79 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06858, over 19035.75 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2947, pruned_loss=0.06855, over 2467837.57 frames. utt_duration=1213 frames, utt_pad_proportion=0.07012, over 8150.07 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3208, pruned_loss=0.08173, over 2475905.74 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06795, over 20367.65 utterances.], batch size: 32, lr: 3.32e-04
2022-08-28 00:14:37,392 INFO [train.py:927] (3/8) Epoch 11, batch 25550, giga_loss[loss=0.2194, simple_loss=0.3035, pruned_loss=0.06767, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3189, pruned_loss=0.08143, over 2475290.97 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06915, over 19733.96 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2944, pruned_loss=0.06851, over 2467666.17 frames. utt_duration=1214 frames, utt_pad_proportion=0.0697, over 8138.47 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3217, pruned_loss=0.08295, over 2476257.18 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0688, over 21106.44 utterances.], batch size: 105, lr: 3.32e-04
2022-08-28 00:16:20,084 INFO [train.py:927] (3/8) Epoch 11, batch 25600, giga_loss[loss=0.2143, simple_loss=0.3097, pruned_loss=0.05947, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02947, over 80.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3187, pruned_loss=0.08034, over 2475529.73 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06959, over 20080.70 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2943, pruned_loss=0.0685, over 2467917.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06894, over 8125.47 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3214, pruned_loss=0.08171, over 2476175.25 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06955, over 21333.89 utterances.], batch size: 80, lr: 3.32e-04
2022-08-28 00:18:04,899 INFO [train.py:927] (3/8) Epoch 11, batch 25650, giga_loss[loss=0.3354, simple_loss=0.3753, pruned_loss=0.1477, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3196, pruned_loss=0.08069, over 2475607.37 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07582, over 20421.30 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2942, pruned_loss=0.0684, over 2468385.69 frames. utt_duration=1223 frames, utt_pad_proportion=0.06711, over 8082.78 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3226, pruned_loss=0.08223, over 2475943.04 frames. utt_duration=455 frames, utt_pad_proportion=0.07604, over 21837.15 utterances.], batch size: 258, lr: 3.31e-04
2022-08-28 00:19:47,972 INFO [train.py:927] (3/8) Epoch 11, batch 25700, giga_loss[loss=0.3062, simple_loss=0.3546, pruned_loss=0.1289, over 12362.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1128, over 260.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3201, pruned_loss=0.08178, over 2475809.73 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07558, over 20820.82 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2942, pruned_loss=0.06845, over 2468594.93 frames. utt_duration=1224 frames, utt_pad_proportion=0.0661, over 8075.68 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3231, pruned_loss=0.08324, over 2476045.35 frames. utt_duration=447 frames, utt_pad_proportion=0.07612, over 22228.88 utterances.], batch size: 260, lr: 3.31e-04
2022-08-28 00:21:33,578 INFO [train.py:927] (3/8) Epoch 11, batch 25750, libri_loss[loss=0.1739, simple_loss=0.2514, pruned_loss=0.04822, over 12181.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009242, over 30.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3171, pruned_loss=0.08034, over 2475502.01 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07977, over 21162.51 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.294, pruned_loss=0.06843, over 2468509.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.06546, over 8062.60 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3199, pruned_loss=0.08168, over 2475866.84 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08024, over 22467.71 utterances.], batch size: 30, lr: 3.31e-04
2022-08-28 00:23:18,919 INFO [train.py:927] (3/8) Epoch 11, batch 25800, giga_loss[loss=0.2341, simple_loss=0.3062, pruned_loss=0.08104, over 12320.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 85.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3157, pruned_loss=0.08046, over 2475595.22 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07917, over 21276.47 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2943, pruned_loss=0.06867, over 2468729.57 frames. utt_duration=1216 frames, utt_pad_proportion=0.06852, over 8133.89 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3188, pruned_loss=0.08186, over 2476016.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07877, over 22880.37 utterances.], batch size: 85, lr: 3.31e-04
2022-08-28 00:24:59,384 INFO [train.py:927] (3/8) Epoch 11, batch 25850, giga_loss[loss=0.1957, simple_loss=0.2845, pruned_loss=0.05342, over 12429.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03087, over 80.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3146, pruned_loss=0.0799, over 2475377.19 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07725, over 20677.71 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2946, pruned_loss=0.06879, over 2468598.98 frames. utt_duration=1206 frames, utt_pad_proportion=0.07211, over 8194.99 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3172, pruned_loss=0.08111, over 2475947.59 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0758, over 22127.60 utterances.], batch size: 80, lr: 3.31e-04
2022-08-28 00:26:38,618 INFO [train.py:927] (3/8) Epoch 11, batch 25900, giga_loss[loss=0.2104, simple_loss=0.2951, pruned_loss=0.06284, over 12340.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03136, over 85.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3118, pruned_loss=0.07689, over 2475190.16 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07328, over 20847.55 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2947, pruned_loss=0.06871, over 2468538.51 frames. utt_duration=1211 frames, utt_pad_proportion=0.07073, over 8162.46 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3141, pruned_loss=0.07813, over 2475850.77 frames. utt_duration=445 frames, utt_pad_proportion=0.07283, over 22332.04 utterances.], batch size: 85, lr: 3.31e-04
2022-08-28 00:28:29,234 INFO [train.py:927] (3/8) Epoch 11, batch 25950, giga_loss[loss=0.1924, simple_loss=0.2718, pruned_loss=0.05646, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04082, over 33.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3106, pruned_loss=0.0766, over 2474919.44 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07539, over 21428.64 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2945, pruned_loss=0.06856, over 2468524.74 frames. utt_duration=1211 frames, utt_pad_proportion=0.0703, over 8161.46 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07786, over 2475570.22 frames. utt_duration=435 frames, utt_pad_proportion=0.07506, over 22841.26 utterances.], batch size: 33, lr: 3.31e-04
2022-08-28 00:30:10,622 INFO [train.py:927] (3/8) Epoch 11, batch 26000, giga_loss[loss=0.2177, simple_loss=0.3137, pruned_loss=0.06079, over 12410.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02394, over 66.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3097, pruned_loss=0.07613, over 2474832.48 frames. utt_duration=463 frames, utt_pad_proportion=0.07503, over 21446.93 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06841, over 2468265.13 frames. utt_duration=1213 frames, utt_pad_proportion=0.06952, over 8150.20 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3119, pruned_loss=0.07742, over 2475716.66 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07511, over 22832.14 utterances.], batch size: 66, lr: 3.31e-04
2022-08-28 00:31:52,072 INFO [train.py:927] (3/8) Epoch 11, batch 26050, giga_loss[loss=0.2362, simple_loss=0.3115, pruned_loss=0.08048, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02785, over 91.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3121, pruned_loss=0.07743, over 2475508.06 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07216, over 21667.27 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2948, pruned_loss=0.06865, over 2468268.37 frames. utt_duration=1202 frames, utt_pad_proportion=0.07341, over 8226.71 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3136, pruned_loss=0.0783, over 2476261.19 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07115, over 22806.77 utterances.], batch size: 91, lr: 3.31e-04
2022-08-28 00:33:34,955 INFO [train.py:927] (3/8) Epoch 11, batch 26100, giga_loss[loss=0.3216, simple_loss=0.3703, pruned_loss=0.1364, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3117, pruned_loss=0.07705, over 2475263.81 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06754, over 20889.86 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2947, pruned_loss=0.06849, over 2468372.44 frames. utt_duration=1202 frames, utt_pad_proportion=0.07271, over 8222.28 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07803, over 2475904.19 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06714, over 22024.26 utterances.], batch size: 259, lr: 3.31e-04
2022-08-28 00:35:27,457 INFO [train.py:927] (3/8) Epoch 11, batch 26150, giga_loss[loss=0.2463, simple_loss=0.3316, pruned_loss=0.08053, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03275, over 80.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3134, pruned_loss=0.07826, over 2475319.59 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07651, over 20754.69 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2957, pruned_loss=0.0693, over 2468734.24 frames. utt_duration=1158 frames, utt_pad_proportion=0.08846, over 8540.39 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.314, pruned_loss=0.07847, over 2475644.31 frames. utt_duration=459 frames, utt_pad_proportion=0.06974, over 21641.64 utterances.], batch size: 80, lr: 3.31e-04
2022-08-28 00:36:13,769 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-28 00:38:40,106 INFO [train.py:927] (3/8) Epoch 12, batch 50, giga_loss[loss=0.1827, simple_loss=0.2684, pruned_loss=0.04845, over 12387.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02884, over 51.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3183, pruned_loss=0.07105, over 548829.99 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05985, over 4075.67 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2854, pruned_loss=0.05356, over 61347.59 frames. utt_duration=1468 frames, utt_pad_proportion=0.01118, over 167.28 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3218, pruned_loss=0.07289, over 499875.55 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06156, over 3960.61 utterances.], batch size: 51, lr: 3.23e-04
2022-08-28 00:40:20,766 INFO [train.py:927] (3/8) Epoch 12, batch 100, giga_loss[loss=0.1822, simple_loss=0.2687, pruned_loss=0.04782, over 12386.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06373, over 183.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2945, pruned_loss=0.06103, over 975504.97 frames. utt_duration=545.5 frames, utt_pad_proportion=0.07128, over 7172.15 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2895, pruned_loss=0.05238, over 132521.22 frames. utt_duration=1388 frames, utt_pad_proportion=0.01728, over 382.37 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2953, pruned_loss=0.06222, over 890760.80 frames. utt_duration=508 frames, utt_pad_proportion=0.07349, over 7034.94 utterances.], batch size: 183, lr: 3.23e-04
2022-08-28 00:42:02,373 INFO [train.py:927] (3/8) Epoch 12, batch 150, giga_loss[loss=0.1578, simple_loss=0.2382, pruned_loss=0.0387, over 12249.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02806, over 54.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2794, pruned_loss=0.05429, over 1307537.52 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06612, over 9360.68 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2919, pruned_loss=0.05177, over 190435.10 frames. utt_duration=1364 frames, utt_pad_proportion=0.02133, over 558.96 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2783, pruned_loss=0.05484, over 1210339.74 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06814, over 9271.00 utterances.], batch size: 54, lr: 3.23e-04
2022-08-28 00:43:40,746 INFO [train.py:927] (3/8) Epoch 12, batch 200, giga_loss[loss=0.17, simple_loss=0.2489, pruned_loss=0.04557, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03013, over 97.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2703, pruned_loss=0.05107, over 1565785.12 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06324, over 11246.26 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2929, pruned_loss=0.05488, over 279696.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.05849, over 907.19 utterances.], giga_tot_loss[loss=0.1847, simple_loss=0.2678, pruned_loss=0.05075, over 1450372.27 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06331, over 11214.22 utterances.], batch size: 97, lr: 3.23e-04
2022-08-28 00:45:20,960 INFO [train.py:927] (3/8) Epoch 12, batch 250, giga_loss[loss=0.1739, simple_loss=0.2527, pruned_loss=0.0476, over 12412.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07663, over 213.00 utterances.], tot_loss[loss=0.1817, simple_loss=0.2649, pruned_loss=0.04929, over 1766563.16 frames. utt_duration=532.2 frames, utt_pad_proportion=0.07333, over 13314.73 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2895, pruned_loss=0.05415, over 333703.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.05085, over 1040.22 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.2625, pruned_loss=0.04892, over 1656808.10 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07403, over 13434.71 utterances.], batch size: 213, lr: 3.23e-04
2022-08-28 00:47:07,300 INFO [train.py:927] (3/8) Epoch 12, batch 300, giga_loss[loss=0.1556, simple_loss=0.2475, pruned_loss=0.0319, over 12329.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.0252, over 45.00 utterances.], tot_loss[loss=0.1784, simple_loss=0.2611, pruned_loss=0.04784, over 1923299.91 frames. utt_duration=520.4 frames, utt_pad_proportion=0.07269, over 14827.08 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2907, pruned_loss=0.05527, over 365611.20 frames. utt_duration=1290 frames, utt_pad_proportion=0.04673, over 1135.16 utterances.], giga_tot_loss[loss=0.1764, simple_loss=0.2585, pruned_loss=0.04719, over 1828257.53 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07364, over 15016.42 utterances.], batch size: 45, lr: 3.23e-04
2022-08-28 00:48:48,454 INFO [train.py:927] (3/8) Epoch 12, batch 350, giga_loss[loss=0.1574, simple_loss=0.2472, pruned_loss=0.0338, over 12404.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05783, over 182.00 utterances.], tot_loss[loss=0.1761, simple_loss=0.2588, pruned_loss=0.04672, over 2045578.11 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07341, over 16525.54 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2906, pruned_loss=0.0552, over 417733.11 frames. utt_duration=1303 frames, utt_pad_proportion=0.04124, over 1284.26 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.2559, pruned_loss=0.04598, over 1958917.63 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0747, over 16865.52 utterances.], batch size: 182, lr: 3.23e-04
2022-08-28 00:50:28,216 INFO [train.py:927] (3/8) Epoch 12, batch 400, giga_loss[loss=0.177, simple_loss=0.2559, pruned_loss=0.04902, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.1727, simple_loss=0.2551, pruned_loss=0.04514, over 2140706.36 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07148, over 16811.94 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2896, pruned_loss=0.05494, over 478713.88 frames. utt_duration=1250 frames, utt_pad_proportion=0.06225, over 1533.42 utterances.], giga_tot_loss[loss=0.1702, simple_loss=0.2519, pruned_loss=0.04427, over 2060964.44 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07129, over 17254.85 utterances.], batch size: 162, lr: 3.23e-04
2022-08-28 00:52:09,698 INFO [train.py:927] (3/8) Epoch 12, batch 450, giga_loss[loss=0.1325, simple_loss=0.2174, pruned_loss=0.02379, over 12345.00 frames. utt_duration=668.8 frames, utt_pad_proportion=0.02652, over 74.00 utterances.], tot_loss[loss=0.169, simple_loss=0.251, pruned_loss=0.04345, over 2214757.65 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06814, over 16665.80 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2911, pruned_loss=0.05581, over 508495.95 frames. utt_duration=1204 frames, utt_pad_proportion=0.07877, over 1692.05 utterances.], giga_tot_loss[loss=0.1662, simple_loss=0.2476, pruned_loss=0.04239, over 2147813.51 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06658, over 17072.60 utterances.], batch size: 74, lr: 3.23e-04
2022-08-28 00:53:49,575 INFO [train.py:927] (3/8) Epoch 12, batch 500, giga_loss[loss=0.2303, simple_loss=0.3141, pruned_loss=0.0733, over 12411.00 frames. utt_duration=339.2 frames, utt_pad_proportion=0.04983, over 147.00 utterances.], tot_loss[loss=0.1748, simple_loss=0.2572, pruned_loss=0.04617, over 2272064.88 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06818, over 17747.05 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2912, pruned_loss=0.05554, over 566366.91 frames. utt_duration=1227 frames, utt_pad_proportion=0.07118, over 1849.31 utterances.], giga_tot_loss[loss=0.1719, simple_loss=0.2535, pruned_loss=0.04513, over 2212549.44 frames. utt_duration=483.6 frames, utt_pad_proportion=0.0676, over 18359.20 utterances.], batch size: 147, lr: 3.23e-04
2022-08-28 00:55:31,790 INFO [train.py:927] (3/8) Epoch 12, batch 550, giga_loss[loss=0.235, simple_loss=0.3214, pruned_loss=0.07426, over 12435.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03011, over 80.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2691, pruned_loss=0.0512, over 2317415.39 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06404, over 17385.51 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2897, pruned_loss=0.05471, over 613435.95 frames. utt_duration=1224 frames, utt_pad_proportion=0.06868, over 2006.49 utterances.], giga_tot_loss[loss=0.1836, simple_loss=0.2661, pruned_loss=0.05051, over 2266046.65 frames. utt_duration=503 frames, utt_pad_proportion=0.06392, over 18073.43 utterances.], batch size: 80, lr: 3.23e-04
2022-08-28 00:57:14,832 INFO [train.py:927] (3/8) Epoch 12, batch 600, giga_loss[loss=0.2027, simple_loss=0.2995, pruned_loss=0.05296, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0336, over 122.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2766, pruned_loss=0.05363, over 2352374.58 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06399, over 17951.60 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05443, over 622594.77 frames. utt_duration=1230 frames, utt_pad_proportion=0.06772, over 2027.46 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2745, pruned_loss=0.0532, over 2311704.37 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06397, over 18538.59 utterances.], batch size: 122, lr: 3.23e-04
2022-08-28 00:58:54,870 INFO [train.py:927] (3/8) Epoch 12, batch 650, giga_loss[loss=0.2209, simple_loss=0.3072, pruned_loss=0.06724, over 12353.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03488, over 104.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2813, pruned_loss=0.05495, over 2379267.08 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06596, over 18531.34 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2914, pruned_loss=0.05563, over 677218.73 frames. utt_duration=1195 frames, utt_pad_proportion=0.07524, over 2268.77 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2789, pruned_loss=0.05432, over 2343970.53 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06513, over 19230.18 utterances.], batch size: 104, lr: 3.23e-04
2022-08-28 01:00:38,783 INFO [train.py:927] (3/8) Epoch 12, batch 700, giga_loss[loss=0.2324, simple_loss=0.3095, pruned_loss=0.07768, over 12207.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03268, over 39.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2851, pruned_loss=0.05724, over 2400419.76 frames. utt_duration=548.1 frames, utt_pad_proportion=0.0624, over 17567.41 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2895, pruned_loss=0.05478, over 730380.59 frames. utt_duration=1218 frames, utt_pad_proportion=0.06985, over 2401.01 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2835, pruned_loss=0.05701, over 2369935.57 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06237, over 18430.86 utterances.], batch size: 39, lr: 3.23e-04
2022-08-28 01:02:25,716 INFO [train.py:927] (3/8) Epoch 12, batch 750, libri_loss[loss=0.1974, simple_loss=0.2814, pruned_loss=0.05669, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00571, over 34.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.289, pruned_loss=0.05887, over 2416712.82 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06587, over 17426.67 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2883, pruned_loss=0.05409, over 782145.17 frames. utt_duration=1194 frames, utt_pad_proportion=0.07887, over 2624.28 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.288, pruned_loss=0.05899, over 2390412.61 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06453, over 18323.22 utterances.], batch size: 34, lr: 3.23e-04
2022-08-28 01:04:07,304 INFO [train.py:927] (3/8) Epoch 12, batch 800, libri_loss[loss=0.1899, simple_loss=0.2656, pruned_loss=0.05705, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009901, over 29.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2921, pruned_loss=0.05995, over 2428598.67 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06648, over 17690.18 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2865, pruned_loss=0.05382, over 839979.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.07332, over 2747.58 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.292, pruned_loss=0.0603, over 2406239.10 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06596, over 18760.06 utterances.], batch size: 29, lr: 3.23e-04
2022-08-28 01:05:49,082 INFO [train.py:927] (3/8) Epoch 12, batch 850, giga_loss[loss=0.2293, simple_loss=0.3053, pruned_loss=0.07671, over 12358.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2937, pruned_loss=0.05959, over 2438112.15 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06511, over 17396.92 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2863, pruned_loss=0.05371, over 856079.43 frames. utt_duration=1231 frames, utt_pad_proportion=0.07172, over 2786.01 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2937, pruned_loss=0.05994, over 2420346.00 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06494, over 18327.84 utterances.], batch size: 258, lr: 3.23e-04
2022-08-28 01:07:29,965 INFO [train.py:927] (3/8) Epoch 12, batch 900, giga_loss[loss=0.24, simple_loss=0.3179, pruned_loss=0.08103, over 12393.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04394, over 146.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05968, over 2445476.32 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06272, over 17163.42 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2861, pruned_loss=0.05373, over 880397.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06952, over 2853.85 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2947, pruned_loss=0.06004, over 2430847.67 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06295, over 18038.16 utterances.], batch size: 146, lr: 3.23e-04
2022-08-28 01:09:10,540 INFO [train.py:927] (3/8) Epoch 12, batch 950, giga_loss[loss=0.218, simple_loss=0.3018, pruned_loss=0.06714, over 12357.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03198, over 97.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2954, pruned_loss=0.06146, over 2451020.36 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06174, over 16908.23 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2848, pruned_loss=0.05328, over 934900.46 frames. utt_duration=1255 frames, utt_pad_proportion=0.06505, over 2982.14 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2963, pruned_loss=0.0621, over 2438834.44 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06256, over 17935.63 utterances.], batch size: 97, lr: 3.23e-04
2022-08-28 01:10:54,595 INFO [train.py:927] (3/8) Epoch 12, batch 1000, giga_loss[loss=0.1919, simple_loss=0.2758, pruned_loss=0.05404, over 12350.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03234, over 85.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2956, pruned_loss=0.0627, over 2454385.48 frames. utt_duration=583 frames, utt_pad_proportion=0.06251, over 16884.17 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2851, pruned_loss=0.05343, over 1002353.23 frames. utt_duration=1266 frames, utt_pad_proportion=0.05988, over 3171.15 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06353, over 2444015.12 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06394, over 18117.12 utterances.], batch size: 85, lr: 3.22e-04
2022-08-28 01:12:35,442 INFO [train.py:927] (3/8) Epoch 12, batch 1050, giga_loss[loss=0.1918, simple_loss=0.2761, pruned_loss=0.05375, over 12423.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03327, over 75.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2951, pruned_loss=0.06304, over 2458750.68 frames. utt_duration=582.2 frames, utt_pad_proportion=0.06172, over 16935.33 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2854, pruned_loss=0.05374, over 1024316.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05822, over 3236.29 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.06369, over 2450312.90 frames. utt_duration=545 frames, utt_pad_proportion=0.06318, over 18033.22 utterances.], batch size: 75, lr: 3.22e-04
2022-08-28 01:14:19,594 INFO [train.py:927] (3/8) Epoch 12, batch 1100, giga_loss[loss=0.1864, simple_loss=0.273, pruned_loss=0.04989, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03826, over 123.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.294, pruned_loss=0.06228, over 2461897.63 frames. utt_duration=570 frames, utt_pad_proportion=0.06558, over 17322.55 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2852, pruned_loss=0.05366, over 1038581.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.05758, over 3262.88 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2948, pruned_loss=0.06289, over 2455311.54 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06662, over 18281.98 utterances.], batch size: 123, lr: 3.22e-04
2022-08-28 01:16:03,233 INFO [train.py:927] (3/8) Epoch 12, batch 1150, giga_loss[loss=0.1709, simple_loss=0.2579, pruned_loss=0.04202, over 12365.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04677, over 146.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.29, pruned_loss=0.06033, over 2464452.28 frames. utt_duration=553 frames, utt_pad_proportion=0.07099, over 17873.26 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2857, pruned_loss=0.05377, over 1087829.85 frames. utt_duration=1256 frames, utt_pad_proportion=0.0632, over 3468.13 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2906, pruned_loss=0.06101, over 2459057.30 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07066, over 18916.21 utterances.], batch size: 146, lr: 3.22e-04
2022-08-28 01:17:44,083 INFO [train.py:927] (3/8) Epoch 12, batch 1200, giga_loss[loss=0.1704, simple_loss=0.2414, pruned_loss=0.04965, over 12368.00 frames. utt_duration=133.3 frames, utt_pad_proportion=0.2159, over 375.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2869, pruned_loss=0.05923, over 2466127.89 frames. utt_duration=529.6 frames, utt_pad_proportion=0.07197, over 18677.29 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2859, pruned_loss=0.05409, over 1121840.00 frames. utt_duration=1263 frames, utt_pad_proportion=0.06089, over 3556.50 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2874, pruned_loss=0.05977, over 2461930.77 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07209, over 19766.89 utterances.], batch size: 375, lr: 3.22e-04
2022-08-28 01:19:27,064 INFO [train.py:927] (3/8) Epoch 12, batch 1250, giga_loss[loss=0.1771, simple_loss=0.2617, pruned_loss=0.04625, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2872, pruned_loss=0.05953, over 2467957.76 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06649, over 18344.33 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2855, pruned_loss=0.05379, over 1141810.05 frames. utt_duration=1268 frames, utt_pad_proportion=0.05933, over 3604.92 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2878, pruned_loss=0.06016, over 2464749.37 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06716, over 19365.33 utterances.], batch size: 58, lr: 3.22e-04
2022-08-28 01:21:10,596 INFO [train.py:927] (3/8) Epoch 12, batch 1300, giga_loss[loss=0.2006, simple_loss=0.2724, pruned_loss=0.06439, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02101, over 48.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2844, pruned_loss=0.05872, over 2468877.97 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06596, over 17799.14 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2855, pruned_loss=0.05383, over 1148403.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.05882, over 3622.90 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2848, pruned_loss=0.05922, over 2466404.28 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06662, over 18646.54 utterances.], batch size: 48, lr: 3.22e-04
2022-08-28 01:22:52,673 INFO [train.py:927] (3/8) Epoch 12, batch 1350, giga_loss[loss=0.2163, simple_loss=0.282, pruned_loss=0.07528, over 12342.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03308, over 51.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2818, pruned_loss=0.05797, over 2469763.72 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06112, over 17063.34 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2856, pruned_loss=0.05391, over 1187366.29 frames. utt_duration=1263 frames, utt_pad_proportion=0.05831, over 3765.48 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.282, pruned_loss=0.05846, over 2467901.59 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06207, over 17986.06 utterances.], batch size: 51, lr: 3.22e-04
2022-08-28 01:24:32,990 INFO [train.py:927] (3/8) Epoch 12, batch 1400, giga_loss[loss=0.1794, simple_loss=0.2602, pruned_loss=0.0493, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03168, over 39.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2789, pruned_loss=0.057, over 2468881.26 frames. utt_duration=618.1 frames, utt_pad_proportion=0.05656, over 16015.90 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2855, pruned_loss=0.05374, over 1225384.77 frames. utt_duration=1273 frames, utt_pad_proportion=0.05565, over 3853.44 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.279, pruned_loss=0.05755, over 2467373.99 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05814, over 17018.60 utterances.], batch size: 39, lr: 3.22e-04
2022-08-28 01:26:14,599 INFO [train.py:927] (3/8) Epoch 12, batch 1450, giga_loss[loss=0.2082, simple_loss=0.2855, pruned_loss=0.06549, over 12401.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2765, pruned_loss=0.05625, over 2470273.74 frames. utt_duration=607.7 frames, utt_pad_proportion=0.06101, over 16300.83 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2861, pruned_loss=0.05403, over 1262490.32 frames. utt_duration=1264 frames, utt_pad_proportion=0.05496, over 4001.02 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2761, pruned_loss=0.05665, over 2468843.19 frames. utt_duration=572.5 frames, utt_pad_proportion=0.0622, over 17295.94 utterances.], batch size: 183, lr: 3.22e-04
2022-08-28 01:27:55,800 INFO [train.py:927] (3/8) Epoch 12, batch 1500, giga_loss[loss=0.2009, simple_loss=0.2761, pruned_loss=0.06285, over 12442.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04073, over 146.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2737, pruned_loss=0.05498, over 2471298.34 frames. utt_duration=628.3 frames, utt_pad_proportion=0.05677, over 15770.21 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2856, pruned_loss=0.05396, over 1280538.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05449, over 4051.64 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2735, pruned_loss=0.05535, over 2470173.71 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05809, over 16672.90 utterances.], batch size: 146, lr: 3.22e-04
2022-08-28 01:29:40,582 INFO [train.py:927] (3/8) Epoch 12, batch 1550, giga_loss[loss=0.2113, simple_loss=0.286, pruned_loss=0.06828, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03031, over 48.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2753, pruned_loss=0.05564, over 2471962.98 frames. utt_duration=634.4 frames, utt_pad_proportion=0.05421, over 15622.71 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2864, pruned_loss=0.05434, over 1303936.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.05334, over 4131.05 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2745, pruned_loss=0.05576, over 2471297.03 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05567, over 16478.60 utterances.], batch size: 48, lr: 3.22e-04
2022-08-28 01:31:24,343 INFO [train.py:927] (3/8) Epoch 12, batch 1600, libri_loss[loss=0.1868, simple_loss=0.276, pruned_loss=0.04882, over 12344.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006053, over 33.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2794, pruned_loss=0.05796, over 2472365.77 frames. utt_duration=606.5 frames, utt_pad_proportion=0.06079, over 16346.55 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2855, pruned_loss=0.05405, over 1344133.69 frames. utt_duration=1272 frames, utt_pad_proportion=0.0514, over 4233.16 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2789, pruned_loss=0.05827, over 2471928.05 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06202, over 17303.93 utterances.], batch size: 33, lr: 3.22e-04
2022-08-28 01:33:09,087 INFO [train.py:927] (3/8) Epoch 12, batch 1650, giga_loss[loss=0.2027, simple_loss=0.2966, pruned_loss=0.05446, over 12386.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2841, pruned_loss=0.05972, over 2473180.24 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06098, over 16686.05 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2851, pruned_loss=0.05388, over 1382953.64 frames. utt_duration=1275 frames, utt_pad_proportion=0.04984, over 4344.21 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2838, pruned_loss=0.06023, over 2472900.64 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06239, over 17747.45 utterances.], batch size: 113, lr: 3.22e-04
2022-08-28 01:34:50,148 INFO [train.py:927] (3/8) Epoch 12, batch 1700, giga_loss[loss=0.2368, simple_loss=0.3223, pruned_loss=0.07565, over 12379.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07462, over 212.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2893, pruned_loss=0.06162, over 2473438.32 frames. utt_duration=565 frames, utt_pad_proportion=0.06892, over 17557.00 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2848, pruned_loss=0.05363, over 1410067.18 frames. utt_duration=1285 frames, utt_pad_proportion=0.04829, over 4396.03 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2893, pruned_loss=0.06233, over 2473108.38 frames. utt_duration=532.1 frames, utt_pad_proportion=0.07, over 18644.70 utterances.], batch size: 212, lr: 3.22e-04
2022-08-28 01:36:28,431 INFO [train.py:927] (3/8) Epoch 12, batch 1750, giga_loss[loss=0.1987, simple_loss=0.2818, pruned_loss=0.05777, over 12413.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2933, pruned_loss=0.06298, over 2473820.35 frames. utt_duration=530.2 frames, utt_pad_proportion=0.07302, over 18716.74 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.285, pruned_loss=0.0537, over 1446862.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.04967, over 4565.05 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2934, pruned_loss=0.06382, over 2473431.35 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07374, over 19893.22 utterances.], batch size: 105, lr: 3.22e-04
2022-08-28 01:38:13,041 INFO [train.py:927] (3/8) Epoch 12, batch 1800, giga_loss[loss=0.2037, simple_loss=0.2885, pruned_loss=0.05944, over 12377.00 frames. utt_duration=1102 frames, utt_pad_proportion=0.02262, over 45.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2915, pruned_loss=0.06111, over 2473960.78 frames. utt_duration=522.5 frames, utt_pad_proportion=0.07444, over 18995.10 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2846, pruned_loss=0.05345, over 1472401.32 frames. utt_duration=1275 frames, utt_pad_proportion=0.04815, over 4625.25 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.292, pruned_loss=0.06209, over 2473528.98 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07543, over 20197.69 utterances.], batch size: 45, lr: 3.22e-04
2022-08-28 01:39:57,807 INFO [train.py:927] (3/8) Epoch 12, batch 1850, giga_loss[loss=0.2315, simple_loss=0.3091, pruned_loss=0.07689, over 12309.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02803, over 79.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2929, pruned_loss=0.06136, over 2474059.18 frames. utt_duration=528.4 frames, utt_pad_proportion=0.07335, over 18783.48 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2845, pruned_loss=0.05337, over 1482410.89 frames. utt_duration=1278 frames, utt_pad_proportion=0.04755, over 4646.95 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2934, pruned_loss=0.06224, over 2473704.04 frames. utt_duration=500.3 frames, utt_pad_proportion=0.0744, over 19836.25 utterances.], batch size: 79, lr: 3.22e-04
2022-08-28 01:41:40,887 INFO [train.py:927] (3/8) Epoch 12, batch 1900, giga_loss[loss=0.2018, simple_loss=0.292, pruned_loss=0.05583, over 12446.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.02826, over 55.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2942, pruned_loss=0.06195, over 2474002.28 frames. utt_duration=550.4 frames, utt_pad_proportion=0.07057, over 18028.98 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2839, pruned_loss=0.05305, over 1516324.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.04727, over 4745.71 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2952, pruned_loss=0.06313, over 2473967.53 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07197, over 19236.87 utterances.], batch size: 55, lr: 3.22e-04
2022-08-28 01:43:27,145 INFO [train.py:927] (3/8) Epoch 12, batch 1950, giga_loss[loss=0.2083, simple_loss=0.2906, pruned_loss=0.06303, over 12158.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03994, over 33.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2946, pruned_loss=0.06253, over 2473508.81 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06847, over 17706.27 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.283, pruned_loss=0.05251, over 1548963.82 frames. utt_duration=1289 frames, utt_pad_proportion=0.04542, over 4813.42 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2964, pruned_loss=0.0641, over 2473849.68 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07043, over 19043.36 utterances.], batch size: 33, lr: 3.22e-04
2022-08-28 01:45:18,742 INFO [train.py:927] (3/8) Epoch 12, batch 2000, giga_loss[loss=0.1769, simple_loss=0.2717, pruned_loss=0.04106, over 12140.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04312, over 28.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2969, pruned_loss=0.06419, over 2473266.66 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06915, over 17865.02 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2827, pruned_loss=0.05251, over 1558240.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.0449, over 4830.25 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2986, pruned_loss=0.06552, over 2473493.94 frames. utt_duration=521.7 frames, utt_pad_proportion=0.07085, over 19018.00 utterances.], batch size: 28, lr: 3.22e-04
2022-08-28 01:47:01,509 INFO [train.py:927] (3/8) Epoch 12, batch 2050, libri_loss[loss=0.1949, simple_loss=0.2832, pruned_loss=0.05331, over 12158.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004966, over 35.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2985, pruned_loss=0.06444, over 2472643.33 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06928, over 17648.30 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2831, pruned_loss=0.05256, over 1584910.23 frames. utt_duration=1293 frames, utt_pad_proportion=0.0433, over 4909.26 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3, pruned_loss=0.06581, over 2473248.22 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07133, over 18856.42 utterances.], batch size: 35, lr: 3.22e-04
2022-08-28 01:48:44,761 INFO [train.py:927] (3/8) Epoch 12, batch 2100, giga_loss[loss=0.2142, simple_loss=0.2896, pruned_loss=0.06944, over 12410.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03527, over 40.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2984, pruned_loss=0.06465, over 2472292.40 frames. utt_duration=589.1 frames, utt_pad_proportion=0.0661, over 16829.66 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2837, pruned_loss=0.05273, over 1607210.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.04838, over 5049.66 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2997, pruned_loss=0.06591, over 2472450.18 frames. utt_duration=552.5 frames, utt_pad_proportion=0.067, over 17948.07 utterances.], batch size: 40, lr: 3.22e-04
2022-08-28 01:50:29,156 INFO [train.py:927] (3/8) Epoch 12, batch 2150, giga_loss[loss=0.1882, simple_loss=0.279, pruned_loss=0.04872, over 12487.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0396, over 31.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2981, pruned_loss=0.06529, over 2472556.25 frames. utt_duration=589.5 frames, utt_pad_proportion=0.0628, over 16821.15 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2834, pruned_loss=0.05259, over 1619941.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.04778, over 5077.71 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2995, pruned_loss=0.06653, over 2472841.53 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06391, over 17830.03 utterances.], batch size: 31, lr: 3.22e-04
2022-08-28 01:52:10,446 INFO [train.py:927] (3/8) Epoch 12, batch 2200, libri_loss[loss=0.1894, simple_loss=0.289, pruned_loss=0.04488, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006123, over 32.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2977, pruned_loss=0.06495, over 2470677.18 frames. utt_duration=631.3 frames, utt_pad_proportion=0.05953, over 15690.79 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2836, pruned_loss=0.05257, over 1648630.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05267, over 5215.57 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2991, pruned_loss=0.06638, over 2471577.69 frames. utt_duration=592 frames, utt_pad_proportion=0.05969, over 16743.84 utterances.], batch size: 32, lr: 3.22e-04
2022-08-28 01:53:55,546 INFO [train.py:927] (3/8) Epoch 12, batch 2250, libri_loss[loss=0.2256, simple_loss=0.3124, pruned_loss=0.06944, over 12266.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007757, over 37.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2996, pruned_loss=0.06565, over 2471109.69 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05854, over 15666.98 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05276, over 1656851.95 frames. utt_duration=1263 frames, utt_pad_proportion=0.05254, over 5252.29 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3005, pruned_loss=0.06676, over 2471818.85 frames. utt_duration=598.6 frames, utt_pad_proportion=0.0588, over 16557.45 utterances.], batch size: 37, lr: 3.22e-04
2022-08-28 01:55:39,888 INFO [train.py:927] (3/8) Epoch 12, batch 2300, giga_loss[loss=0.2741, simple_loss=0.3307, pruned_loss=0.1087, over 12406.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09946, over 257.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2998, pruned_loss=0.06645, over 2471309.48 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05814, over 15538.69 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2843, pruned_loss=0.05293, over 1669111.72 frames. utt_duration=1265 frames, utt_pad_proportion=0.05165, over 5282.39 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3006, pruned_loss=0.0674, over 2471771.57 frames. utt_duration=606 frames, utt_pad_proportion=0.05867, over 16355.11 utterances.], batch size: 257, lr: 3.22e-04
2022-08-28 01:57:23,205 INFO [train.py:927] (3/8) Epoch 12, batch 2350, libri_loss[loss=0.1913, simple_loss=0.2797, pruned_loss=0.05144, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006948, over 34.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.298, pruned_loss=0.06561, over 2470927.70 frames. utt_duration=628.5 frames, utt_pad_proportion=0.05955, over 15762.72 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2844, pruned_loss=0.05285, over 1692740.96 frames. utt_duration=1267 frames, utt_pad_proportion=0.05118, over 5351.65 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.299, pruned_loss=0.06679, over 2471427.20 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06013, over 16639.24 utterances.], batch size: 34, lr: 3.22e-04
2022-08-28 01:59:06,044 INFO [train.py:927] (3/8) Epoch 12, batch 2400, giga_loss[loss=0.1959, simple_loss=0.2744, pruned_loss=0.05871, over 12413.00 frames. utt_duration=753.8 frames, utt_pad_proportion=0.02359, over 66.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2971, pruned_loss=0.06539, over 2471656.08 frames. utt_duration=619.9 frames, utt_pad_proportion=0.06287, over 15986.19 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2851, pruned_loss=0.0533, over 1712147.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.05092, over 5432.19 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2978, pruned_loss=0.06633, over 2471938.93 frames. utt_duration=588.3 frames, utt_pad_proportion=0.06341, over 16851.22 utterances.], batch size: 66, lr: 3.22e-04
2022-08-28 02:00:50,056 INFO [train.py:927] (3/8) Epoch 12, batch 2450, giga_loss[loss=0.1928, simple_loss=0.2693, pruned_loss=0.05817, over 12431.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03955, over 37.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2936, pruned_loss=0.06362, over 2472008.54 frames. utt_duration=639.8 frames, utt_pad_proportion=0.05795, over 15491.74 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2853, pruned_loss=0.05337, over 1727084.96 frames. utt_duration=1266 frames, utt_pad_proportion=0.04981, over 5463.35 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2942, pruned_loss=0.06452, over 2472350.16 frames. utt_duration=607 frames, utt_pad_proportion=0.05902, over 16331.85 utterances.], batch size: 37, lr: 3.22e-04
2022-08-28 02:02:30,743 INFO [train.py:927] (3/8) Epoch 12, batch 2500, giga_loss[loss=0.1802, simple_loss=0.2625, pruned_loss=0.04894, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02522, over 54.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2908, pruned_loss=0.06213, over 2472668.72 frames. utt_duration=649.6 frames, utt_pad_proportion=0.05698, over 15261.18 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2852, pruned_loss=0.05307, over 1756060.74 frames. utt_duration=1269 frames, utt_pad_proportion=0.04913, over 5539.70 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2916, pruned_loss=0.0634, over 2473220.03 frames. utt_duration=611 frames, utt_pad_proportion=0.05827, over 16231.21 utterances.], batch size: 54, lr: 3.22e-04
2022-08-28 02:04:13,218 INFO [train.py:927] (3/8) Epoch 12, batch 2550, giga_loss[loss=0.1753, simple_loss=0.2604, pruned_loss=0.04505, over 12305.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.0356, over 51.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2883, pruned_loss=0.06086, over 2472759.07 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06253, over 16009.34 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2849, pruned_loss=0.05301, over 1770264.93 frames. utt_duration=1274 frames, utt_pad_proportion=0.04812, over 5562.73 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2892, pruned_loss=0.06205, over 2473229.46 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06361, over 16932.72 utterances.], batch size: 51, lr: 3.22e-04
2022-08-28 02:05:55,158 INFO [train.py:927] (3/8) Epoch 12, batch 2600, giga_loss[loss=0.1904, simple_loss=0.2883, pruned_loss=0.0463, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03745, over 123.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2886, pruned_loss=0.05999, over 2473280.46 frames. utt_duration=615 frames, utt_pad_proportion=0.05845, over 16126.62 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2853, pruned_loss=0.05314, over 1780852.63 frames. utt_duration=1271 frames, utt_pad_proportion=0.04775, over 5611.02 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2892, pruned_loss=0.06095, over 2473567.39 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05969, over 16952.76 utterances.], batch size: 123, lr: 3.22e-04
2022-08-28 02:07:36,599 INFO [train.py:927] (3/8) Epoch 12, batch 2650, giga_loss[loss=0.1973, simple_loss=0.289, pruned_loss=0.05279, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03336, over 85.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2897, pruned_loss=0.06031, over 2473538.72 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06033, over 16768.46 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2848, pruned_loss=0.05318, over 1801409.14 frames. utt_duration=1279 frames, utt_pad_proportion=0.04639, over 5640.23 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2906, pruned_loss=0.06127, over 2473745.02 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06174, over 17706.08 utterances.], batch size: 85, lr: 3.22e-04
2022-08-28 02:09:20,051 INFO [train.py:927] (3/8) Epoch 12, batch 2700, libri_loss[loss=0.2185, simple_loss=0.31, pruned_loss=0.06353, over 12360.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02674, over 43.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2884, pruned_loss=0.05931, over 2472743.33 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06495, over 17146.90 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2845, pruned_loss=0.05301, over 1817941.87 frames. utt_duration=1284 frames, utt_pad_proportion=0.04538, over 5672.02 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2894, pruned_loss=0.06033, over 2472966.02 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06626, over 18121.50 utterances.], batch size: 43, lr: 3.22e-04
2022-08-28 02:11:01,593 INFO [train.py:927] (3/8) Epoch 12, batch 2750, giga_loss[loss=0.2087, simple_loss=0.2911, pruned_loss=0.06318, over 12361.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02977, over 85.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2878, pruned_loss=0.05913, over 2471968.54 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06017, over 16506.94 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2846, pruned_loss=0.05307, over 1827684.92 frames. utt_duration=1285 frames, utt_pad_proportion=0.0447, over 5693.82 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2886, pruned_loss=0.05998, over 2472156.53 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06177, over 17400.58 utterances.], batch size: 85, lr: 3.22e-04
2022-08-28 02:12:44,180 INFO [train.py:927] (3/8) Epoch 12, batch 2800, giga_loss[loss=0.2038, simple_loss=0.2853, pruned_loss=0.06112, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04779, over 34.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2905, pruned_loss=0.06004, over 2472605.94 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05829, over 17071.43 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05308, over 1843367.08 frames. utt_duration=1291 frames, utt_pad_proportion=0.04361, over 5716.28 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2911, pruned_loss=0.06085, over 2473021.32 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06002, over 18010.95 utterances.], batch size: 34, lr: 3.21e-04
2022-08-28 02:14:26,807 INFO [train.py:927] (3/8) Epoch 12, batch 2850, giga_loss[loss=0.2272, simple_loss=0.3144, pruned_loss=0.06999, over 12366.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2929, pruned_loss=0.06087, over 2473205.74 frames. utt_duration=583.9 frames, utt_pad_proportion=0.0551, over 16987.70 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2851, pruned_loss=0.05334, over 1855881.76 frames. utt_duration=1294 frames, utt_pad_proportion=0.04284, over 5745.65 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2932, pruned_loss=0.06148, over 2473518.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17905.32 utterances.], batch size: 132, lr: 3.21e-04
2022-08-28 02:16:09,060 INFO [train.py:927] (3/8) Epoch 12, batch 2900, giga_loss[loss=0.2391, simple_loss=0.3238, pruned_loss=0.07719, over 12340.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03019, over 91.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2938, pruned_loss=0.06098, over 2473069.09 frames. utt_duration=598 frames, utt_pad_proportion=0.05249, over 16584.86 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2855, pruned_loss=0.05372, over 1877079.50 frames. utt_duration=1298 frames, utt_pad_proportion=0.0414, over 5792.84 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2941, pruned_loss=0.06146, over 2473402.79 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05471, over 17629.42 utterances.], batch size: 91, lr: 3.21e-04
2022-08-28 02:17:50,332 INFO [train.py:927] (3/8) Epoch 12, batch 2950, giga_loss[loss=0.2249, simple_loss=0.3049, pruned_loss=0.0724, over 12401.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2944, pruned_loss=0.06178, over 2473002.90 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05622, over 17336.23 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2858, pruned_loss=0.05367, over 1891568.18 frames. utt_duration=1296 frames, utt_pad_proportion=0.04152, over 5846.58 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2946, pruned_loss=0.06237, over 2473525.16 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05784, over 18376.73 utterances.], batch size: 146, lr: 3.21e-04
2022-08-28 02:19:31,229 INFO [train.py:927] (3/8) Epoch 12, batch 3000, giga_loss[loss=0.233, simple_loss=0.3142, pruned_loss=0.07584, over 12405.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07263, over 212.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2924, pruned_loss=0.06118, over 2473298.62 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05439, over 17362.73 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2859, pruned_loss=0.05366, over 1900429.37 frames. utt_duration=1294 frames, utt_pad_proportion=0.04143, over 5881.65 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2926, pruned_loss=0.06176, over 2473545.77 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05587, over 18303.13 utterances.], batch size: 212, lr: 3.21e-04
2022-08-28 02:19:31,230 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 02:19:45,381 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.1798, simple_loss=0.2887, pruned_loss=0.0354, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 02:21:23,597 INFO [train.py:927] (3/8) Epoch 12, batch 3050, giga_loss[loss=0.2159, simple_loss=0.292, pruned_loss=0.06989, over 12448.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04561, over 34.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2929, pruned_loss=0.06054, over 2473791.97 frames. utt_duration=559 frames, utt_pad_proportion=0.05692, over 17749.67 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2862, pruned_loss=0.05383, over 1914362.57 frames. utt_duration=1297 frames, utt_pad_proportion=0.04045, over 5912.34 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.293, pruned_loss=0.06104, over 2474219.86 frames. utt_duration=529.8 frames, utt_pad_proportion=0.05838, over 18732.56 utterances.], batch size: 34, lr: 3.21e-04
2022-08-28 02:23:04,372 INFO [train.py:927] (3/8) Epoch 12, batch 3100, giga_loss[loss=0.209, simple_loss=0.2927, pruned_loss=0.0627, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2934, pruned_loss=0.06071, over 2474480.92 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05831, over 18394.91 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2863, pruned_loss=0.05387, over 1922590.15 frames. utt_duration=1285 frames, utt_pad_proportion=0.04568, over 5992.81 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2936, pruned_loss=0.06119, over 2474944.80 frames. utt_duration=515.3 frames, utt_pad_proportion=0.05818, over 19267.88 utterances.], batch size: 80, lr: 3.21e-04
2022-08-28 02:24:45,097 INFO [train.py:927] (3/8) Epoch 12, batch 3150, giga_loss[loss=0.2826, simple_loss=0.3369, pruned_loss=0.1142, over 12355.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1813, over 359.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2924, pruned_loss=0.06127, over 2474603.96 frames. utt_duration=530 frames, utt_pad_proportion=0.05861, over 18729.88 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2867, pruned_loss=0.05414, over 1939122.34 frames. utt_duration=1283 frames, utt_pad_proportion=0.04497, over 6053.46 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2924, pruned_loss=0.06164, over 2474823.55 frames. utt_duration=504.1 frames, utt_pad_proportion=0.05879, over 19698.19 utterances.], batch size: 359, lr: 3.21e-04
2022-08-28 02:26:24,501 INFO [train.py:927] (3/8) Epoch 12, batch 3200, giga_loss[loss=0.199, simple_loss=0.287, pruned_loss=0.05552, over 12468.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2912, pruned_loss=0.06138, over 2474189.00 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06077, over 18541.35 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2876, pruned_loss=0.05447, over 1959668.30 frames. utt_duration=1260 frames, utt_pad_proportion=0.05086, over 6227.87 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2907, pruned_loss=0.06169, over 2474818.05 frames. utt_duration=506.1 frames, utt_pad_proportion=0.05944, over 19616.81 utterances.], batch size: 75, lr: 3.21e-04
2022-08-28 02:28:02,972 INFO [train.py:927] (3/8) Epoch 12, batch 3250, giga_loss[loss=0.1868, simple_loss=0.2692, pruned_loss=0.05216, over 12342.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2877, pruned_loss=0.06009, over 2474740.62 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06591, over 18427.71 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2884, pruned_loss=0.05493, over 1969998.43 frames. utt_duration=1243 frames, utt_pad_proportion=0.05529, over 6347.25 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2868, pruned_loss=0.06014, over 2475142.27 frames. utt_duration=512 frames, utt_pad_proportion=0.06349, over 19393.06 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 02:29:41,989 INFO [train.py:927] (3/8) Epoch 12, batch 3300, giga_loss[loss=0.1694, simple_loss=0.2546, pruned_loss=0.04211, over 12313.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03634, over 62.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2837, pruned_loss=0.05865, over 2474403.41 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06145, over 17808.16 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2886, pruned_loss=0.05508, over 1980083.29 frames. utt_duration=1244 frames, utt_pad_proportion=0.05423, over 6376.06 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2828, pruned_loss=0.05867, over 2474665.48 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06006, over 18750.38 utterances.], batch size: 62, lr: 3.21e-04
2022-08-28 02:31:28,086 INFO [train.py:927] (3/8) Epoch 12, batch 3350, giga_loss[loss=0.1999, simple_loss=0.2845, pruned_loss=0.05767, over 12467.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02951, over 55.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2841, pruned_loss=0.05878, over 2473558.03 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06062, over 17262.82 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2885, pruned_loss=0.05503, over 1987252.22 frames. utt_duration=1249 frames, utt_pad_proportion=0.05355, over 6373.42 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2835, pruned_loss=0.05889, over 2473947.34 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05979, over 18162.77 utterances.], batch size: 55, lr: 3.21e-04
2022-08-28 02:33:08,553 INFO [train.py:927] (3/8) Epoch 12, batch 3400, libri_loss[loss=0.1919, simple_loss=0.2867, pruned_loss=0.04855, over 12240.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005258, over 31.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2859, pruned_loss=0.05926, over 2473418.55 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05722, over 17247.22 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2884, pruned_loss=0.05499, over 1991847.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.05306, over 6374.68 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2854, pruned_loss=0.05941, over 2473970.05 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05688, over 18058.91 utterances.], batch size: 31, lr: 3.21e-04
2022-08-28 02:34:49,625 INFO [train.py:927] (3/8) Epoch 12, batch 3450, giga_loss[loss=0.2159, simple_loss=0.2975, pruned_loss=0.06711, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.289, pruned_loss=0.06019, over 2474080.14 frames. utt_duration=578 frames, utt_pad_proportion=0.05739, over 17166.92 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2889, pruned_loss=0.05502, over 2003731.69 frames. utt_duration=1257 frames, utt_pad_proportion=0.05185, over 6382.27 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2882, pruned_loss=0.06039, over 2474553.47 frames. utt_duration=550 frames, utt_pad_proportion=0.05754, over 18047.15 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:36:35,231 INFO [train.py:927] (3/8) Epoch 12, batch 3500, giga_loss[loss=0.2339, simple_loss=0.3198, pruned_loss=0.07407, over 12338.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03366, over 97.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2958, pruned_loss=0.06423, over 2474419.86 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05844, over 17636.56 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2896, pruned_loss=0.05533, over 2017701.46 frames. utt_duration=1240 frames, utt_pad_proportion=0.05686, over 6514.15 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2947, pruned_loss=0.06433, over 2474769.26 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05709, over 18513.28 utterances.], batch size: 97, lr: 3.21e-04
2022-08-28 02:38:16,053 INFO [train.py:927] (3/8) Epoch 12, batch 3550, giga_loss[loss=0.2269, simple_loss=0.3127, pruned_loss=0.07056, over 12456.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03438, over 98.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3009, pruned_loss=0.06724, over 2474397.78 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06551, over 18399.26 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2901, pruned_loss=0.05566, over 2033352.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06118, over 6629.31 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2999, pruned_loss=0.06737, over 2474746.31 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06276, over 19335.71 utterances.], batch size: 98, lr: 3.21e-04
2022-08-28 02:39:58,487 INFO [train.py:927] (3/8) Epoch 12, batch 3600, giga_loss[loss=0.2524, simple_loss=0.3255, pruned_loss=0.08963, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3061, pruned_loss=0.07114, over 2474088.55 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06562, over 18416.14 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2899, pruned_loss=0.0556, over 2050422.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.0594, over 6646.81 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.306, pruned_loss=0.07183, over 2474596.52 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06409, over 19601.58 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:41:41,143 INFO [train.py:927] (3/8) Epoch 12, batch 3650, giga_loss[loss=0.2483, simple_loss=0.3292, pruned_loss=0.08377, over 12435.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3107, pruned_loss=0.07444, over 2473334.28 frames. utt_duration=529 frames, utt_pad_proportion=0.06498, over 18754.80 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.05555, over 2058732.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.05872, over 6662.88 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.311, pruned_loss=0.07533, over 2473841.28 frames. utt_duration=499 frames, utt_pad_proportion=0.06402, over 19891.14 utterances.], batch size: 162, lr: 3.21e-04
2022-08-28 02:43:24,868 INFO [train.py:927] (3/8) Epoch 12, batch 3700, giga_loss[loss=0.3653, simple_loss=0.4103, pruned_loss=0.1601, over 12401.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3164, pruned_loss=0.07983, over 2474125.01 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07032, over 19843.80 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2893, pruned_loss=0.05532, over 2070897.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.05732, over 6658.11 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3176, pruned_loss=0.08125, over 2474626.80 frames. utt_duration=471 frames, utt_pad_proportion=0.06975, over 21081.76 utterances.], batch size: 259, lr: 3.21e-04
2022-08-28 02:45:11,929 INFO [train.py:927] (3/8) Epoch 12, batch 3750, giga_loss[loss=0.2582, simple_loss=0.3315, pruned_loss=0.0925, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03694, over 105.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3192, pruned_loss=0.08209, over 2473833.92 frames. utt_duration=507 frames, utt_pad_proportion=0.07029, over 19572.53 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2891, pruned_loss=0.05545, over 2090044.21 frames. utt_duration=1254 frames, utt_pad_proportion=0.05491, over 6674.60 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3216, pruned_loss=0.08427, over 2474766.47 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07069, over 21148.59 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 02:46:58,399 INFO [train.py:927] (3/8) Epoch 12, batch 3800, giga_loss[loss=0.216, simple_loss=0.2925, pruned_loss=0.06975, over 12343.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03421, over 62.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3203, pruned_loss=0.08435, over 2474631.26 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07626, over 20775.08 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2893, pruned_loss=0.05558, over 2101582.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.05352, over 6679.31 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08674, over 2475236.99 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07667, over 22379.22 utterances.], batch size: 62, lr: 3.21e-04
2022-08-28 02:48:43,058 INFO [train.py:927] (3/8) Epoch 12, batch 3850, giga_loss[loss=0.2615, simple_loss=0.3317, pruned_loss=0.09564, over 12421.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03161, over 80.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3217, pruned_loss=0.08541, over 2474651.87 frames. utt_duration=468 frames, utt_pad_proportion=0.07393, over 21218.25 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2889, pruned_loss=0.05547, over 2108682.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.05357, over 6701.27 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3246, pruned_loss=0.08791, over 2475407.93 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07449, over 22727.16 utterances.], batch size: 80, lr: 3.21e-04
2022-08-28 02:50:28,040 INFO [train.py:927] (3/8) Epoch 12, batch 3900, giga_loss[loss=0.2603, simple_loss=0.3353, pruned_loss=0.09268, over 12362.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03564, over 132.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3229, pruned_loss=0.08578, over 2474822.71 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07389, over 21551.45 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2888, pruned_loss=0.05529, over 2119446.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.05225, over 6713.26 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.3262, pruned_loss=0.0887, over 2475503.28 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07487, over 23138.70 utterances.], batch size: 132, lr: 3.21e-04
2022-08-28 02:52:15,436 INFO [train.py:927] (3/8) Epoch 12, batch 3950, giga_loss[loss=0.2394, simple_loss=0.316, pruned_loss=0.08145, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3229, pruned_loss=0.08497, over 2475094.09 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07667, over 22443.88 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2888, pruned_loss=0.05529, over 2119446.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.05225, over 6713.26 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3255, pruned_loss=0.08725, over 2475623.79 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07728, over 23679.25 utterances.], batch size: 183, lr: 3.21e-04
2022-08-28 02:54:01,887 INFO [train.py:927] (3/8) Epoch 12, batch 4000, libri_loss[loss=0.234, simple_loss=0.3456, pruned_loss=0.06121, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006717, over 37.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3213, pruned_loss=0.08343, over 2475464.91 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07479, over 22554.82 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2893, pruned_loss=0.05548, over 2128083.98 frames. utt_duration=1269 frames, utt_pad_proportion=0.05109, over 6717.43 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3236, pruned_loss=0.08577, over 2476039.62 frames. utt_duration=415.5 frames, utt_pad_proportion=0.07585, over 23922.74 utterances.], batch size: 37, lr: 3.21e-04
2022-08-28 02:55:46,820 INFO [train.py:927] (3/8) Epoch 12, batch 4050, giga_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08054, over 12387.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03411, over 122.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3197, pruned_loss=0.08226, over 2475663.94 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07827, over 23065.72 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05577, over 2136548.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.05544, over 6824.73 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3219, pruned_loss=0.08452, over 2476248.65 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0781, over 24418.79 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 02:57:37,602 INFO [train.py:927] (3/8) Epoch 12, batch 4100, giga_loss[loss=0.2179, simple_loss=0.3056, pruned_loss=0.06513, over 12366.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3181, pruned_loss=0.08074, over 2475021.99 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07266, over 21908.71 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2895, pruned_loss=0.05566, over 2144441.26 frames. utt_duration=1256 frames, utt_pad_proportion=0.0545, over 6836.94 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3207, pruned_loss=0.0832, over 2475941.94 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07321, over 23332.90 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 02:59:26,978 INFO [train.py:927] (3/8) Epoch 12, batch 4150, giga_loss[loss=0.2371, simple_loss=0.3382, pruned_loss=0.06797, over 12437.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0373, over 133.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3185, pruned_loss=0.07957, over 2474767.76 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07765, over 22412.77 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2897, pruned_loss=0.05593, over 2153819.59 frames. utt_duration=1257 frames, utt_pad_proportion=0.05419, over 6862.20 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3212, pruned_loss=0.08199, over 2475862.00 frames. utt_duration=415 frames, utt_pad_proportion=0.07817, over 23944.41 utterances.], batch size: 133, lr: 3.21e-04
2022-08-28 03:01:13,512 INFO [train.py:927] (3/8) Epoch 12, batch 4200, giga_loss[loss=0.2312, simple_loss=0.3095, pruned_loss=0.07648, over 12371.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04014, over 37.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3174, pruned_loss=0.07787, over 2475086.13 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07646, over 21282.23 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2905, pruned_loss=0.05632, over 2166807.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.05747, over 6974.36 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3201, pruned_loss=0.08035, over 2475631.84 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07656, over 22983.28 utterances.], batch size: 37, lr: 3.21e-04
2022-08-28 03:03:00,996 INFO [train.py:927] (3/8) Epoch 12, batch 4250, giga_loss[loss=0.2413, simple_loss=0.3165, pruned_loss=0.08299, over 12413.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3168, pruned_loss=0.07801, over 2474600.86 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07917, over 21472.26 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2908, pruned_loss=0.05651, over 2172759.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06155, over 7062.61 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.319, pruned_loss=0.0802, over 2475178.47 frames. utt_duration=432 frames, utt_pad_proportion=0.0782, over 22992.45 utterances.], batch size: 133, lr: 3.21e-04
2022-08-28 03:04:45,499 INFO [train.py:927] (3/8) Epoch 12, batch 4300, giga_loss[loss=0.2361, simple_loss=0.3157, pruned_loss=0.07826, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03572, over 122.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3154, pruned_loss=0.07773, over 2474810.24 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07787, over 21021.95 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2906, pruned_loss=0.05635, over 2178487.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.06055, over 7050.48 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3179, pruned_loss=0.07998, over 2475497.22 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07754, over 22494.54 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 03:06:29,706 INFO [train.py:927] (3/8) Epoch 12, batch 4350, giga_loss[loss=0.2456, simple_loss=0.3145, pruned_loss=0.08835, over 12378.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06016, over 182.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3138, pruned_loss=0.07565, over 2474240.58 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07372, over 20346.41 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05611, over 2187285.49 frames. utt_duration=1239 frames, utt_pad_proportion=0.05992, over 7069.50 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3168, pruned_loss=0.0782, over 2474757.34 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07402, over 21870.71 utterances.], batch size: 182, lr: 3.21e-04
2022-08-28 03:08:16,298 INFO [train.py:927] (3/8) Epoch 12, batch 4400, giga_loss[loss=0.1935, simple_loss=0.2807, pruned_loss=0.05315, over 12469.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03604, over 37.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.312, pruned_loss=0.0741, over 2474448.76 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07247, over 19683.08 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.05636, over 2197085.08 frames. utt_duration=1233 frames, utt_pad_proportion=0.0594, over 7134.27 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3148, pruned_loss=0.07655, over 2474957.32 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07309, over 21260.23 utterances.], batch size: 37, lr: 3.21e-04
2022-08-28 03:10:02,949 INFO [train.py:927] (3/8) Epoch 12, batch 4450, giga_loss[loss=0.1881, simple_loss=0.271, pruned_loss=0.05266, over 12319.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04531, over 26.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3113, pruned_loss=0.07445, over 2474801.53 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07103, over 20274.97 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.0563, over 2204185.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.05842, over 7153.81 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3138, pruned_loss=0.07685, over 2475002.78 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07201, over 21812.41 utterances.], batch size: 26, lr: 3.21e-04
2022-08-28 03:11:49,205 INFO [train.py:927] (3/8) Epoch 12, batch 4500, giga_loss[loss=0.2225, simple_loss=0.3042, pruned_loss=0.07042, over 12414.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03068, over 122.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3108, pruned_loss=0.07516, over 2474439.20 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07349, over 20493.14 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2907, pruned_loss=0.05615, over 2212177.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.05702, over 7140.33 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3134, pruned_loss=0.07771, over 2474606.77 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07462, over 22086.44 utterances.], batch size: 122, lr: 3.21e-04
2022-08-28 03:13:32,094 INFO [train.py:927] (3/8) Epoch 12, batch 4550, giga_loss[loss=0.264, simple_loss=0.3365, pruned_loss=0.09573, over 12377.00 frames. utt_duration=472.8 frames, utt_pad_proportion=0.04301, over 105.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3082, pruned_loss=0.07375, over 2474854.76 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0698, over 19645.86 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05611, over 2218679.06 frames. utt_duration=1242 frames, utt_pad_proportion=0.05721, over 7152.11 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3107, pruned_loss=0.07621, over 2474968.15 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07105, over 21190.55 utterances.], batch size: 105, lr: 3.21e-04
2022-08-28 03:15:18,597 INFO [train.py:927] (3/8) Epoch 12, batch 4600, libri_loss[loss=0.2308, simple_loss=0.3108, pruned_loss=0.07539, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005416, over 34.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3086, pruned_loss=0.0736, over 2474516.42 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06593, over 19184.05 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2907, pruned_loss=0.05605, over 2224429.69 frames. utt_duration=1248 frames, utt_pad_proportion=0.05607, over 7136.52 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.311, pruned_loss=0.076, over 2475117.75 frames. utt_duration=479.5 frames, utt_pad_proportion=0.06764, over 20711.45 utterances.], batch size: 34, lr: 3.20e-04
2022-08-28 03:17:05,137 INFO [train.py:927] (3/8) Epoch 12, batch 4650, giga_loss[loss=0.2517, simple_loss=0.3316, pruned_loss=0.08592, over 12342.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02932, over 66.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3083, pruned_loss=0.0729, over 2474460.92 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06325, over 18953.17 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2908, pruned_loss=0.05614, over 2231405.53 frames. utt_duration=1252 frames, utt_pad_proportion=0.0547, over 7137.28 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3106, pruned_loss=0.0752, over 2475347.61 frames. utt_duration=484.6 frames, utt_pad_proportion=0.0653, over 20491.45 utterances.], batch size: 66, lr: 3.20e-04
2022-08-28 03:18:53,335 INFO [train.py:927] (3/8) Epoch 12, batch 4700, giga_loss[loss=0.2354, simple_loss=0.3111, pruned_loss=0.07986, over 12341.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07531, over 2474053.63 frames. utt_duration=506 frames, utt_pad_proportion=0.06831, over 19614.08 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2908, pruned_loss=0.0562, over 2234979.51 frames. utt_duration=1253 frames, utt_pad_proportion=0.05413, over 7145.11 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07732, over 2474807.26 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06978, over 20975.12 utterances.], batch size: 85, lr: 3.20e-04
2022-08-28 03:20:38,056 INFO [train.py:927] (3/8) Epoch 12, batch 4750, giga_loss[loss=0.2417, simple_loss=0.3192, pruned_loss=0.08214, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03621, over 105.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3106, pruned_loss=0.07597, over 2474273.88 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07204, over 19809.79 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2907, pruned_loss=0.05613, over 2241660.61 frames. utt_duration=1240 frames, utt_pad_proportion=0.05872, over 7241.72 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07813, over 2475230.25 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07174, over 21137.18 utterances.], batch size: 105, lr: 3.20e-04
2022-08-28 03:22:24,520 INFO [train.py:927] (3/8) Epoch 12, batch 4800, giga_loss[loss=0.2126, simple_loss=0.2945, pruned_loss=0.06531, over 12339.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.0347, over 51.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3113, pruned_loss=0.07732, over 2475072.18 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07192, over 19882.89 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2907, pruned_loss=0.05625, over 2246461.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.05777, over 7234.97 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.0793, over 2475663.85 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07205, over 21167.66 utterances.], batch size: 51, lr: 3.20e-04
2022-08-28 03:24:08,357 INFO [train.py:927] (3/8) Epoch 12, batch 4850, giga_loss[loss=0.2238, simple_loss=0.3127, pruned_loss=0.06749, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.311, pruned_loss=0.0767, over 2474305.70 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07243, over 19994.42 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.05643, over 2251903.67 frames. utt_duration=1233 frames, utt_pad_proportion=0.06084, over 7313.42 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.0786, over 2474948.54 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0717, over 21235.83 utterances.], batch size: 146, lr: 3.20e-04
2022-08-28 03:25:52,779 INFO [train.py:927] (3/8) Epoch 12, batch 4900, giga_loss[loss=0.2082, simple_loss=0.2922, pruned_loss=0.06205, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07451, over 2474200.63 frames. utt_duration=506 frames, utt_pad_proportion=0.07124, over 19615.91 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05646, over 2258336.49 frames. utt_duration=1233 frames, utt_pad_proportion=0.0604, over 7334.96 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.311, pruned_loss=0.07652, over 2474853.97 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0709, over 20920.07 utterances.], batch size: 75, lr: 3.20e-04
2022-08-28 03:27:40,385 INFO [train.py:927] (3/8) Epoch 12, batch 4950, giga_loss[loss=0.2376, simple_loss=0.317, pruned_loss=0.07909, over 12443.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03015, over 122.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3073, pruned_loss=0.07372, over 2474089.11 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06535, over 18837.35 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05672, over 2266546.13 frames. utt_duration=1240 frames, utt_pad_proportion=0.05844, over 7322.58 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3093, pruned_loss=0.07578, over 2474869.04 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06618, over 20334.60 utterances.], batch size: 122, lr: 3.20e-04
2022-08-28 03:29:24,246 INFO [train.py:927] (3/8) Epoch 12, batch 5000, giga_loss[loss=0.2428, simple_loss=0.3353, pruned_loss=0.07515, over 12433.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02996, over 55.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3097, pruned_loss=0.07549, over 2474652.43 frames. utt_duration=511.7 frames, utt_pad_proportion=0.07164, over 19398.92 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05675, over 2271563.07 frames. utt_duration=1244 frames, utt_pad_proportion=0.05732, over 7313.62 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.0775, over 2475398.28 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0723, over 20862.12 utterances.], batch size: 55, lr: 3.20e-04
2022-08-28 03:31:12,443 INFO [train.py:927] (3/8) Epoch 12, batch 5050, giga_loss[loss=0.2174, simple_loss=0.305, pruned_loss=0.0649, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3124, pruned_loss=0.07531, over 2474883.91 frames. utt_duration=508.2 frames, utt_pad_proportion=0.07164, over 19535.23 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05657, over 2280046.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.05656, over 7321.69 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3153, pruned_loss=0.07785, over 2475947.31 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07266, over 21211.64 utterances.], batch size: 91, lr: 3.20e-04
2022-08-28 03:32:56,460 INFO [train.py:927] (3/8) Epoch 12, batch 5100, giga_loss[loss=0.2185, simple_loss=0.3023, pruned_loss=0.06733, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03307, over 75.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3146, pruned_loss=0.07691, over 2474857.50 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07196, over 19984.85 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05659, over 2286724.62 frames. utt_duration=1240 frames, utt_pad_proportion=0.05942, over 7384.63 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3178, pruned_loss=0.07967, over 2476619.64 frames. utt_duration=457 frames, utt_pad_proportion=0.07218, over 21746.30 utterances.], batch size: 75, lr: 3.20e-04
2022-08-28 03:34:40,770 INFO [train.py:927] (3/8) Epoch 12, batch 5150, giga_loss[loss=0.2638, simple_loss=0.3326, pruned_loss=0.09752, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03771, over 113.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3152, pruned_loss=0.078, over 2474423.09 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06916, over 19584.49 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.05656, over 2289368.33 frames. utt_duration=1243 frames, utt_pad_proportion=0.05869, over 7373.91 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3177, pruned_loss=0.08047, over 2475959.83 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06982, over 21149.11 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 03:36:26,531 INFO [train.py:927] (3/8) Epoch 12, batch 5200, giga_loss[loss=0.2004, simple_loss=0.2731, pruned_loss=0.06388, over 12141.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04108, over 28.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3141, pruned_loss=0.07817, over 2474588.01 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07036, over 20001.53 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2915, pruned_loss=0.05648, over 2294829.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.05761, over 7377.65 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3165, pruned_loss=0.08083, over 2475851.09 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07132, over 21617.07 utterances.], batch size: 28, lr: 3.20e-04
2022-08-28 03:38:11,660 INFO [train.py:927] (3/8) Epoch 12, batch 5250, giga_loss[loss=0.262, simple_loss=0.3319, pruned_loss=0.09605, over 12360.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3116, pruned_loss=0.07743, over 2475000.30 frames. utt_duration=504.7 frames, utt_pad_proportion=0.0742, over 19673.58 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2906, pruned_loss=0.05612, over 2300467.50 frames. utt_duration=1251 frames, utt_pad_proportion=0.05645, over 7363.70 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3148, pruned_loss=0.08044, over 2475737.93 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07522, over 21315.54 utterances.], batch size: 91, lr: 3.20e-04
2022-08-28 03:39:57,582 INFO [train.py:927] (3/8) Epoch 12, batch 5300, giga_loss[loss=0.2661, simple_loss=0.3391, pruned_loss=0.09652, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3113, pruned_loss=0.07765, over 2475127.88 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07202, over 19727.51 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05611, over 2307133.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.05566, over 7371.99 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08084, over 2475909.91 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07342, over 21470.55 utterances.], batch size: 182, lr: 3.20e-04
2022-08-28 03:41:43,057 INFO [train.py:927] (3/8) Epoch 12, batch 5350, giga_loss[loss=0.2512, simple_loss=0.3273, pruned_loss=0.08753, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03914, over 133.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3106, pruned_loss=0.07729, over 2474723.07 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07076, over 19539.55 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05617, over 2310298.00 frames. utt_duration=1233 frames, utt_pad_proportion=0.06131, over 7501.91 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3138, pruned_loss=0.08015, over 2475498.56 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07049, over 21023.49 utterances.], batch size: 133, lr: 3.20e-04
2022-08-28 03:43:25,328 INFO [train.py:927] (3/8) Epoch 12, batch 5400, giga_loss[loss=0.2118, simple_loss=0.2986, pruned_loss=0.06253, over 12316.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05151, over 26.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3103, pruned_loss=0.0761, over 2473929.61 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06773, over 18628.12 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2898, pruned_loss=0.05593, over 2315687.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.05967, over 7481.64 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.314, pruned_loss=0.07925, over 2474804.83 frames. utt_duration=491.3 frames, utt_pad_proportion=0.06833, over 20210.12 utterances.], batch size: 26, lr: 3.20e-04
2022-08-28 03:45:12,320 INFO [train.py:927] (3/8) Epoch 12, batch 5450, giga_loss[loss=0.2204, simple_loss=0.3152, pruned_loss=0.06277, over 12327.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03397, over 85.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07728, over 2474079.21 frames. utt_duration=489.2 frames, utt_pad_proportion=0.0808, over 20291.10 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2904, pruned_loss=0.05596, over 2319599.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06289, over 7542.99 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3157, pruned_loss=0.08023, over 2474776.84 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07958, over 21761.14 utterances.], batch size: 85, lr: 3.20e-04
2022-08-28 03:46:57,685 INFO [train.py:927] (3/8) Epoch 12, batch 5500, giga_loss[loss=0.2075, simple_loss=0.3023, pruned_loss=0.05629, over 12350.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0228, over 45.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3139, pruned_loss=0.07613, over 2473352.49 frames. utt_duration=495.8 frames, utt_pad_proportion=0.08049, over 20015.22 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2905, pruned_loss=0.05609, over 2321029.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06673, over 7613.60 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3163, pruned_loss=0.07852, over 2473995.84 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07826, over 21220.80 utterances.], batch size: 45, lr: 3.20e-04
2022-08-28 03:48:40,536 INFO [train.py:927] (3/8) Epoch 12, batch 5550, libri_loss[loss=0.1597, simple_loss=0.2417, pruned_loss=0.0389, over 12472.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008755, over 29.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3174, pruned_loss=0.07905, over 2473842.48 frames. utt_duration=476.1 frames, utt_pad_proportion=0.08007, over 20850.56 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2903, pruned_loss=0.05602, over 2323216.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06601, over 7609.34 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3198, pruned_loss=0.08129, over 2474401.90 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07867, over 21975.25 utterances.], batch size: 29, lr: 3.20e-04
2022-08-28 03:50:28,123 INFO [train.py:927] (3/8) Epoch 12, batch 5600, giga_loss[loss=0.2381, simple_loss=0.3231, pruned_loss=0.07658, over 12363.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03457, over 104.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3182, pruned_loss=0.08023, over 2473978.24 frames. utt_duration=454.9 frames, utt_pad_proportion=0.08668, over 21826.08 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2902, pruned_loss=0.05595, over 2323898.52 frames. utt_duration=1225 frames, utt_pad_proportion=0.06581, over 7599.29 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3203, pruned_loss=0.08212, over 2474472.79 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08541, over 22766.13 utterances.], batch size: 104, lr: 3.20e-04
2022-08-28 03:52:11,844 INFO [train.py:927] (3/8) Epoch 12, batch 5650, giga_loss[loss=0.2136, simple_loss=0.3026, pruned_loss=0.06229, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04208, over 113.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3184, pruned_loss=0.0795, over 2474474.64 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08688, over 22714.90 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.29, pruned_loss=0.05582, over 2326365.34 frames. utt_duration=1228 frames, utt_pad_proportion=0.06502, over 7587.33 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3206, pruned_loss=0.08142, over 2474672.51 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08622, over 23658.33 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 03:53:54,775 INFO [train.py:927] (3/8) Epoch 12, batch 5700, giga_loss[loss=0.2561, simple_loss=0.3348, pruned_loss=0.08868, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3182, pruned_loss=0.07921, over 2474491.10 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0869, over 22641.60 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2896, pruned_loss=0.05557, over 2332068.06 frames. utt_duration=1232 frames, utt_pad_proportion=0.06393, over 7582.49 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3214, pruned_loss=0.08184, over 2474800.95 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08697, over 23970.42 utterances.], batch size: 161, lr: 3.20e-04
2022-08-28 03:55:40,396 INFO [train.py:927] (3/8) Epoch 12, batch 5750, libri_loss[loss=0.2032, simple_loss=0.296, pruned_loss=0.05523, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006027, over 34.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3183, pruned_loss=0.07972, over 2475258.91 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08445, over 22518.50 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05589, over 2334843.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06657, over 7643.59 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.321, pruned_loss=0.08197, over 2475538.19 frames. utt_duration=417.7 frames, utt_pad_proportion=0.08399, over 23788.21 utterances.], batch size: 34, lr: 3.20e-04
2022-08-28 03:57:23,155 INFO [train.py:927] (3/8) Epoch 12, batch 5800, giga_loss[loss=0.2205, simple_loss=0.2999, pruned_loss=0.07053, over 12331.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03429, over 58.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3147, pruned_loss=0.07777, over 2474995.30 frames. utt_duration=463.7 frames, utt_pad_proportion=0.08258, over 21419.41 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2899, pruned_loss=0.05575, over 2341360.36 frames. utt_duration=1230 frames, utt_pad_proportion=0.0642, over 7624.95 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3182, pruned_loss=0.08075, over 2475550.63 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08337, over 23138.80 utterances.], batch size: 58, lr: 3.20e-04
2022-08-28 03:59:09,428 INFO [train.py:927] (3/8) Epoch 12, batch 5850, giga_loss[loss=0.2703, simple_loss=0.3374, pruned_loss=0.1016, over 12418.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06178, over 183.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.0783, over 2475589.18 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08725, over 22228.08 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2898, pruned_loss=0.05578, over 2342891.89 frames. utt_duration=1232 frames, utt_pad_proportion=0.0637, over 7614.74 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3164, pruned_loss=0.0808, over 2475863.00 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08775, over 23703.88 utterances.], batch size: 183, lr: 3.20e-04
2022-08-28 04:00:47,326 INFO [train.py:927] (3/8) Epoch 12, batch 5900, giga_loss[loss=0.2108, simple_loss=0.3022, pruned_loss=0.05971, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02775, over 70.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3121, pruned_loss=0.07772, over 2474956.09 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08541, over 22204.74 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05593, over 2347907.52 frames. utt_duration=1231 frames, utt_pad_proportion=0.06271, over 7636.02 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3152, pruned_loss=0.08043, over 2475346.96 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08646, over 23899.32 utterances.], batch size: 70, lr: 3.20e-04
2022-08-28 04:02:26,680 INFO [train.py:927] (3/8) Epoch 12, batch 5950, giga_loss[loss=0.222, simple_loss=0.2932, pruned_loss=0.07541, over 12370.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 371.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3095, pruned_loss=0.07512, over 2474469.74 frames. utt_duration=439 frames, utt_pad_proportion=0.08752, over 22624.16 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2899, pruned_loss=0.05608, over 2352841.94 frames. utt_duration=1227 frames, utt_pad_proportion=0.06443, over 7682.17 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07803, over 2475374.64 frames. utt_duration=404.6 frames, utt_pad_proportion=0.08809, over 24564.10 utterances.], batch size: 371, lr: 3.20e-04
2022-08-28 04:04:22,577 INFO [train.py:927] (3/8) Epoch 12, batch 6000, giga_loss[loss=0.2421, simple_loss=0.3041, pruned_loss=0.09004, over 12341.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2069, over 370.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07513, over 2474715.28 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08816, over 23018.03 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2897, pruned_loss=0.05592, over 2355189.81 frames. utt_duration=1232 frames, utt_pad_proportion=0.06347, over 7657.78 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3116, pruned_loss=0.07791, over 2475481.50 frames. utt_duration=400 frames, utt_pad_proportion=0.08892, over 24848.40 utterances.], batch size: 370, lr: 3.20e-04
2022-08-28 04:04:22,578 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 04:04:37,758 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.1804, simple_loss=0.2873, pruned_loss=0.03678, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 04:06:20,544 INFO [train.py:927] (3/8) Epoch 12, batch 6050, giga_loss[loss=0.2464, simple_loss=0.3234, pruned_loss=0.08464, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03949, over 113.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.307, pruned_loss=0.07438, over 2474360.10 frames. utt_duration=452.2 frames, utt_pad_proportion=0.08724, over 21957.02 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2897, pruned_loss=0.05584, over 2357497.56 frames. utt_duration=1234 frames, utt_pad_proportion=0.06295, over 7648.75 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3099, pruned_loss=0.07699, over 2475039.80 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08821, over 23685.28 utterances.], batch size: 113, lr: 3.20e-04
2022-08-28 04:08:04,640 INFO [train.py:927] (3/8) Epoch 12, batch 6100, giga_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.08359, over 12366.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07511, over 2475141.20 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08315, over 22151.26 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2896, pruned_loss=0.05589, over 2358824.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.06249, over 7636.31 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3115, pruned_loss=0.07728, over 2475540.90 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08434, over 23639.58 utterances.], batch size: 146, lr: 3.20e-04
2022-08-28 04:09:46,344 INFO [train.py:927] (3/8) Epoch 12, batch 6150, giga_loss[loss=0.2822, simple_loss=0.328, pruned_loss=0.1182, over 12328.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 369.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3097, pruned_loss=0.07604, over 2474537.44 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08487, over 22431.79 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2895, pruned_loss=0.05583, over 2361766.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.0657, over 7689.04 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3123, pruned_loss=0.07834, over 2475294.23 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08506, over 23955.71 utterances.], batch size: 369, lr: 3.20e-04
2022-08-28 04:11:32,538 INFO [train.py:927] (3/8) Epoch 12, batch 6200, giga_loss[loss=0.2111, simple_loss=0.2929, pruned_loss=0.06463, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03697, over 28.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.311, pruned_loss=0.0763, over 2474029.24 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08243, over 21694.64 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05598, over 2367265.22 frames. utt_duration=1214 frames, utt_pad_proportion=0.06979, over 7808.13 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07893, over 2474654.78 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08173, over 23457.29 utterances.], batch size: 28, lr: 3.20e-04
2022-08-28 04:13:15,580 INFO [train.py:927] (3/8) Epoch 12, batch 6250, giga_loss[loss=0.344, simple_loss=0.3859, pruned_loss=0.1511, over 12365.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3137, pruned_loss=0.0783, over 2474244.49 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08436, over 22173.78 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.05618, over 2371359.21 frames. utt_duration=1205 frames, utt_pad_proportion=0.07264, over 7883.73 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3163, pruned_loss=0.08106, over 2474857.07 frames. utt_duration=412.7 frames, utt_pad_proportion=0.08295, over 24071.70 utterances.], batch size: 260, lr: 3.20e-04
2022-08-28 04:15:03,341 INFO [train.py:927] (3/8) Epoch 12, batch 6300, giga_loss[loss=0.2635, simple_loss=0.3442, pruned_loss=0.09142, over 12375.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3149, pruned_loss=0.07903, over 2474264.65 frames. utt_duration=464.3 frames, utt_pad_proportion=0.08125, over 21381.03 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2905, pruned_loss=0.05631, over 2374666.47 frames. utt_duration=1208 frames, utt_pad_proportion=0.07099, over 7875.69 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3176, pruned_loss=0.08183, over 2474994.39 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08088, over 23338.37 utterances.], batch size: 212, lr: 3.20e-04
2022-08-28 04:16:46,340 INFO [train.py:927] (3/8) Epoch 12, batch 6350, giga_loss[loss=0.2789, simple_loss=0.3449, pruned_loss=0.1065, over 12412.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06276, over 183.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3155, pruned_loss=0.07895, over 2473844.80 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07859, over 21420.00 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05639, over 2376265.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07013, over 7856.47 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3177, pruned_loss=0.08148, over 2474753.51 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07877, over 23223.77 utterances.], batch size: 183, lr: 3.20e-04
2022-08-28 04:18:28,777 INFO [train.py:927] (3/8) Epoch 12, batch 6400, giga_loss[loss=0.2838, simple_loss=0.3344, pruned_loss=0.1166, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.07893, over 2474555.69 frames. utt_duration=459 frames, utt_pad_proportion=0.0833, over 21634.53 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2907, pruned_loss=0.05636, over 2379397.55 frames. utt_duration=1215 frames, utt_pad_proportion=0.06853, over 7841.99 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08156, over 2475083.12 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08363, over 23444.18 utterances.], batch size: 369, lr: 3.20e-04
2022-08-28 04:20:13,756 INFO [train.py:927] (3/8) Epoch 12, batch 6450, giga_loss[loss=0.1927, simple_loss=0.2775, pruned_loss=0.0539, over 12409.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02902, over 62.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3132, pruned_loss=0.07898, over 2474998.17 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07867, over 21231.05 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2909, pruned_loss=0.05634, over 2380935.07 frames. utt_duration=1217 frames, utt_pad_proportion=0.06767, over 7833.39 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3153, pruned_loss=0.08138, over 2475325.99 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07958, over 22850.97 utterances.], batch size: 62, lr: 3.19e-04
2022-08-28 04:21:59,167 INFO [train.py:927] (3/8) Epoch 12, batch 6500, giga_loss[loss=0.2382, simple_loss=0.3099, pruned_loss=0.08322, over 12392.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04263, over 40.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3119, pruned_loss=0.07859, over 2475251.93 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08278, over 21617.02 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2907, pruned_loss=0.05626, over 2383411.64 frames. utt_duration=1220 frames, utt_pad_proportion=0.06702, over 7824.93 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3144, pruned_loss=0.08123, over 2475840.52 frames. utt_duration=426 frames, utt_pad_proportion=0.08362, over 23327.94 utterances.], batch size: 40, lr: 3.19e-04
2022-08-28 04:23:40,159 INFO [train.py:927] (3/8) Epoch 12, batch 6550, giga_loss[loss=0.2406, simple_loss=0.3161, pruned_loss=0.08256, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.314, pruned_loss=0.08061, over 2475370.03 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08603, over 21871.45 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.0567, over 2384941.09 frames. utt_duration=1207 frames, utt_pad_proportion=0.07074, over 7910.53 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3157, pruned_loss=0.08262, over 2475690.76 frames. utt_duration=426 frames, utt_pad_proportion=0.08536, over 23325.45 utterances.], batch size: 66, lr: 3.19e-04
2022-08-28 04:25:21,787 INFO [train.py:927] (3/8) Epoch 12, batch 6600, giga_loss[loss=0.2311, simple_loss=0.3131, pruned_loss=0.07459, over 12434.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0327, over 75.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.07979, over 2475722.98 frames. utt_duration=473 frames, utt_pad_proportion=0.08138, over 21000.76 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2914, pruned_loss=0.05672, over 2387685.96 frames. utt_duration=1211 frames, utt_pad_proportion=0.06921, over 7897.19 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3151, pruned_loss=0.08203, over 2475928.57 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08167, over 22546.92 utterances.], batch size: 75, lr: 3.19e-04
2022-08-28 04:27:05,108 INFO [train.py:927] (3/8) Epoch 12, batch 6650, giga_loss[loss=0.2168, simple_loss=0.2939, pruned_loss=0.06989, over 12225.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03913, over 28.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3137, pruned_loss=0.08046, over 2475713.17 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08103, over 21333.29 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2914, pruned_loss=0.05672, over 2389897.66 frames. utt_duration=1217 frames, utt_pad_proportion=0.0679, over 7866.12 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3157, pruned_loss=0.08275, over 2475855.06 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08175, over 22877.22 utterances.], batch size: 28, lr: 3.19e-04
2022-08-28 04:28:47,920 INFO [train.py:927] (3/8) Epoch 12, batch 6700, giga_loss[loss=0.2542, simple_loss=0.3317, pruned_loss=0.08833, over 12418.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3142, pruned_loss=0.08042, over 2475288.17 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08068, over 21200.08 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05669, over 2390578.08 frames. utt_duration=1217 frames, utt_pad_proportion=0.06736, over 7865.47 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3159, pruned_loss=0.08247, over 2475564.32 frames. utt_duration=440.8 frames, utt_pad_proportion=0.08149, over 22541.46 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 04:30:31,068 INFO [train.py:927] (3/8) Epoch 12, batch 6750, giga_loss[loss=0.2131, simple_loss=0.2908, pruned_loss=0.06768, over 12199.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04119, over 28.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3161, pruned_loss=0.08187, over 2474696.57 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08613, over 21967.99 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2912, pruned_loss=0.05649, over 2392649.16 frames. utt_duration=1224 frames, utt_pad_proportion=0.06586, over 7830.89 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3183, pruned_loss=0.08436, over 2475306.93 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08706, over 23450.39 utterances.], batch size: 28, lr: 3.19e-04
2022-08-28 04:32:13,434 INFO [train.py:927] (3/8) Epoch 12, batch 6800, giga_loss[loss=0.2268, simple_loss=0.3085, pruned_loss=0.0726, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3165, pruned_loss=0.08144, over 2474413.22 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08509, over 21635.23 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.0568, over 2394291.68 frames. utt_duration=1228 frames, utt_pad_proportion=0.06489, over 7810.45 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08359, over 2474880.94 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08628, over 23071.61 utterances.], batch size: 97, lr: 3.19e-04
2022-08-28 04:33:53,440 INFO [train.py:927] (3/8) Epoch 12, batch 6850, libri_loss[loss=0.1837, simple_loss=0.2788, pruned_loss=0.04434, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006012, over 33.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3162, pruned_loss=0.08069, over 2473994.48 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08364, over 21752.22 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2916, pruned_loss=0.05668, over 2396010.96 frames. utt_duration=1230 frames, utt_pad_proportion=0.06374, over 7804.21 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3184, pruned_loss=0.08307, over 2474619.15 frames. utt_duration=427.5 frames, utt_pad_proportion=0.08519, over 23233.17 utterances.], batch size: 33, lr: 3.19e-04
2022-08-28 04:35:36,075 INFO [train.py:927] (3/8) Epoch 12, batch 6900, libri_loss[loss=0.2354, simple_loss=0.3238, pruned_loss=0.07348, over 12382.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009291, over 38.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3148, pruned_loss=0.07961, over 2473944.08 frames. utt_duration=468.5 frames, utt_pad_proportion=0.08127, over 21190.49 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2913, pruned_loss=0.05662, over 2398348.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06225, over 7774.84 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3175, pruned_loss=0.08232, over 2474741.46 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08335, over 22848.20 utterances.], batch size: 38, lr: 3.19e-04
2022-08-28 04:37:19,987 INFO [train.py:927] (3/8) Epoch 12, batch 6950, giga_loss[loss=0.2362, simple_loss=0.309, pruned_loss=0.08164, over 12416.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02725, over 62.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3158, pruned_loss=0.08023, over 2473956.92 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07961, over 20657.85 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2913, pruned_loss=0.05654, over 2400193.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06104, over 7753.74 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3185, pruned_loss=0.08298, over 2474609.05 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08188, over 22286.30 utterances.], batch size: 62, lr: 3.19e-04
2022-08-28 04:39:02,765 INFO [train.py:927] (3/8) Epoch 12, batch 7000, giga_loss[loss=0.2793, simple_loss=0.3411, pruned_loss=0.1087, over 12397.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3147, pruned_loss=0.07987, over 2473993.88 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07932, over 20220.80 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2909, pruned_loss=0.05624, over 2402340.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.05982, over 7729.82 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.318, pruned_loss=0.08307, over 2474877.65 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08176, over 21943.60 utterances.], batch size: 212, lr: 3.19e-04
2022-08-28 04:40:47,589 INFO [train.py:927] (3/8) Epoch 12, batch 7050, giga_loss[loss=0.2652, simple_loss=0.3393, pruned_loss=0.09551, over 12443.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04342, over 134.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3156, pruned_loss=0.08022, over 2473998.09 frames. utt_duration=507 frames, utt_pad_proportion=0.07283, over 19574.29 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2908, pruned_loss=0.05617, over 2404450.49 frames. utt_duration=1246 frames, utt_pad_proportion=0.0589, over 7727.26 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3191, pruned_loss=0.08364, over 2475071.28 frames. utt_duration=465 frames, utt_pad_proportion=0.0758, over 21357.31 utterances.], batch size: 134, lr: 3.19e-04
2022-08-28 04:42:31,549 INFO [train.py:927] (3/8) Epoch 12, batch 7100, giga_loss[loss=0.228, simple_loss=0.3035, pruned_loss=0.0762, over 12245.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03124, over 42.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3158, pruned_loss=0.07988, over 2474087.42 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07281, over 19641.02 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2911, pruned_loss=0.05619, over 2406003.62 frames. utt_duration=1237 frames, utt_pad_proportion=0.06203, over 7788.39 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3189, pruned_loss=0.08314, over 2475097.40 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07438, over 21284.10 utterances.], batch size: 42, lr: 3.19e-04
2022-08-28 04:44:13,599 INFO [train.py:927] (3/8) Epoch 12, batch 7150, giga_loss[loss=0.2642, simple_loss=0.3377, pruned_loss=0.09537, over 12390.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05123, over 161.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3158, pruned_loss=0.07985, over 2474280.05 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07231, over 20160.20 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2913, pruned_loss=0.05625, over 2407499.97 frames. utt_duration=1237 frames, utt_pad_proportion=0.0611, over 7795.58 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3187, pruned_loss=0.08291, over 2475256.02 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07393, over 21731.74 utterances.], batch size: 161, lr: 3.19e-04
2022-08-28 04:45:55,473 INFO [train.py:927] (3/8) Epoch 12, batch 7200, giga_loss[loss=0.2284, simple_loss=0.306, pruned_loss=0.07537, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03244, over 105.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3152, pruned_loss=0.07989, over 2474949.68 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07284, over 20015.69 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2914, pruned_loss=0.05626, over 2408691.47 frames. utt_duration=1232 frames, utt_pad_proportion=0.06123, over 7829.50 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08273, over 2475855.22 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07412, over 21448.69 utterances.], batch size: 105, lr: 3.19e-04
2022-08-28 04:47:38,432 INFO [train.py:927] (3/8) Epoch 12, batch 7250, giga_loss[loss=0.2137, simple_loss=0.2928, pruned_loss=0.06733, over 12339.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03169, over 85.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3126, pruned_loss=0.07887, over 2475023.25 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06939, over 19915.42 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2911, pruned_loss=0.05614, over 2409761.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06031, over 7812.94 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.08165, over 2475971.54 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07096, over 21279.66 utterances.], batch size: 85, lr: 3.19e-04
2022-08-28 04:49:21,743 INFO [train.py:927] (3/8) Epoch 12, batch 7300, giga_loss[loss=0.2067, simple_loss=0.2822, pruned_loss=0.06557, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02994, over 42.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3099, pruned_loss=0.07812, over 2474237.55 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06926, over 19743.95 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2909, pruned_loss=0.056, over 2410415.38 frames. utt_duration=1239 frames, utt_pad_proportion=0.05977, over 7790.89 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3125, pruned_loss=0.08073, over 2475261.67 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07076, over 21005.15 utterances.], batch size: 42, lr: 3.19e-04
2022-08-28 04:51:04,217 INFO [train.py:927] (3/8) Epoch 12, batch 7350, giga_loss[loss=0.2133, simple_loss=0.3061, pruned_loss=0.06031, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3092, pruned_loss=0.07682, over 2474282.64 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07112, over 20317.73 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.291, pruned_loss=0.05597, over 2411380.54 frames. utt_duration=1240 frames, utt_pad_proportion=0.05913, over 7791.00 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3116, pruned_loss=0.07929, over 2475366.36 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07245, over 21535.68 utterances.], batch size: 86, lr: 3.19e-04
2022-08-28 04:52:45,472 INFO [train.py:927] (3/8) Epoch 12, batch 7400, giga_loss[loss=0.2036, simple_loss=0.2784, pruned_loss=0.06439, over 12370.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1882, over 362.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3082, pruned_loss=0.07388, over 2474942.86 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07001, over 21299.33 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2911, pruned_loss=0.05608, over 2412658.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.05852, over 7789.15 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3102, pruned_loss=0.07611, over 2475779.98 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07132, over 22516.29 utterances.], batch size: 362, lr: 3.19e-04
2022-08-28 04:54:30,119 INFO [train.py:927] (3/8) Epoch 12, batch 7450, libri_loss[loss=0.1869, simple_loss=0.2729, pruned_loss=0.0504, over 12405.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00656, over 31.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07087, over 2475102.88 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07225, over 21709.73 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.05615, over 2415166.04 frames. utt_duration=1238 frames, utt_pad_proportion=0.06091, over 7814.55 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07329, over 2476011.50 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07273, over 23250.81 utterances.], batch size: 31, lr: 3.19e-04
2022-08-28 04:56:14,167 INFO [train.py:927] (3/8) Epoch 12, batch 7500, giga_loss[loss=0.2121, simple_loss=0.3076, pruned_loss=0.05831, over 12404.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03774, over 113.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3043, pruned_loss=0.06785, over 2475591.80 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07097, over 21680.85 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2908, pruned_loss=0.0561, over 2415736.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06071, over 7822.42 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3065, pruned_loss=0.0699, over 2476345.44 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07152, over 23003.37 utterances.], batch size: 113, lr: 3.19e-04
2022-08-28 04:57:59,611 INFO [train.py:927] (3/8) Epoch 12, batch 7550, giga_loss[loss=0.2217, simple_loss=0.311, pruned_loss=0.06619, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.304, pruned_loss=0.06746, over 2476022.31 frames. utt_duration=452.2 frames, utt_pad_proportion=0.0729, over 21970.00 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2912, pruned_loss=0.05645, over 2417000.46 frames. utt_duration=1229 frames, utt_pad_proportion=0.06346, over 7878.69 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3057, pruned_loss=0.06906, over 2476801.36 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07249, over 23276.67 utterances.], batch size: 105, lr: 3.19e-04
2022-08-28 04:59:41,758 INFO [train.py:927] (3/8) Epoch 12, batch 7600, giga_loss[loss=0.235, simple_loss=0.314, pruned_loss=0.07802, over 12400.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3017, pruned_loss=0.06555, over 2476182.39 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07392, over 22538.73 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2913, pruned_loss=0.05654, over 2418400.58 frames. utt_duration=1228 frames, utt_pad_proportion=0.06305, over 7885.13 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3032, pruned_loss=0.06702, over 2477125.71 frames. utt_duration=414.7 frames, utt_pad_proportion=0.07381, over 23978.90 utterances.], batch size: 258, lr: 3.19e-04
2022-08-28 05:01:25,162 INFO [train.py:927] (3/8) Epoch 12, batch 7650, libri_loss[loss=0.1938, simple_loss=0.2819, pruned_loss=0.0528, over 12468.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004586, over 35.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3016, pruned_loss=0.06524, over 2476456.81 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07337, over 23146.02 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05646, over 2420812.92 frames. utt_duration=1230 frames, utt_pad_proportion=0.06208, over 7881.78 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06679, over 2476835.76 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07375, over 24793.16 utterances.], batch size: 35, lr: 3.19e-04
2022-08-28 05:03:10,435 INFO [train.py:927] (3/8) Epoch 12, batch 7700, giga_loss[loss=0.1847, simple_loss=0.2841, pruned_loss=0.04264, over 12401.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03482, over 75.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2988, pruned_loss=0.06273, over 2476415.88 frames. utt_duration=434 frames, utt_pad_proportion=0.07068, over 22898.23 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2915, pruned_loss=0.05639, over 2422200.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06118, over 7876.78 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.3002, pruned_loss=0.0642, over 2476719.10 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07149, over 24562.69 utterances.], batch size: 75, lr: 3.19e-04
2022-08-28 05:04:54,628 INFO [train.py:927] (3/8) Epoch 12, batch 7750, giga_loss[loss=0.2188, simple_loss=0.3076, pruned_loss=0.06496, over 12321.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03247, over 51.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2964, pruned_loss=0.06152, over 2476383.16 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07008, over 23376.17 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2914, pruned_loss=0.05632, over 2423066.61 frames. utt_duration=1237 frames, utt_pad_proportion=0.06011, over 7845.11 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2976, pruned_loss=0.06289, over 2477055.61 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07109, over 25077.60 utterances.], batch size: 51, lr: 3.19e-04
2022-08-28 05:06:44,079 INFO [train.py:927] (3/8) Epoch 12, batch 7800, giga_loss[loss=0.2077, simple_loss=0.2926, pruned_loss=0.06138, over 12363.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06033, over 182.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2959, pruned_loss=0.06131, over 2477003.30 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07129, over 24090.82 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2915, pruned_loss=0.05624, over 2424213.69 frames. utt_duration=1235 frames, utt_pad_proportion=0.05956, over 7858.96 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2969, pruned_loss=0.06254, over 2477470.80 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07218, over 25694.77 utterances.], batch size: 182, lr: 3.19e-04
2022-08-28 05:08:41,067 INFO [train.py:927] (3/8) Epoch 12, batch 7850, giga_loss[loss=0.243, simple_loss=0.3189, pruned_loss=0.08358, over 12401.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04568, over 161.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2965, pruned_loss=0.06093, over 2476830.06 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07274, over 24912.36 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.291, pruned_loss=0.056, over 2425438.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.05848, over 7836.31 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.298, pruned_loss=0.06228, over 2477506.38 frames. utt_duration=372.8 frames, utt_pad_proportion=0.07375, over 26687.07 utterances.], batch size: 161, lr: 3.19e-04
2022-08-28 05:10:41,242 INFO [train.py:927] (3/8) Epoch 12, batch 7900, giga_loss[loss=0.2077, simple_loss=0.2878, pruned_loss=0.06383, over 12403.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06018, over 2477273.43 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06746, over 24558.97 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2908, pruned_loss=0.05601, over 2426378.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.05796, over 7828.46 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06136, over 2478127.28 frames. utt_duration=377.3 frames, utt_pad_proportion=0.0688, over 26369.08 utterances.], batch size: 212, lr: 3.19e-04
2022-08-28 05:12:47,729 INFO [train.py:927] (3/8) Epoch 12, batch 7950, giga_loss[loss=0.2087, simple_loss=0.2976, pruned_loss=0.05988, over 12340.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.294, pruned_loss=0.05889, over 2477068.46 frames. utt_duration=394 frames, utt_pad_proportion=0.06938, over 25231.76 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05596, over 2426790.35 frames. utt_duration=1245 frames, utt_pad_proportion=0.05758, over 7809.23 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2953, pruned_loss=0.05989, over 2477826.73 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07044, over 26832.60 utterances.], batch size: 70, lr: 3.19e-04
2022-08-28 05:14:57,952 INFO [train.py:927] (3/8) Epoch 12, batch 8000, giga_loss[loss=0.185, simple_loss=0.2743, pruned_loss=0.0479, over 12397.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05443, over 181.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.291, pruned_loss=0.05777, over 2477091.69 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06893, over 24741.89 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2902, pruned_loss=0.05583, over 2428520.46 frames. utt_duration=1247 frames, utt_pad_proportion=0.057, over 7798.14 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2926, pruned_loss=0.0588, over 2477956.92 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07006, over 26653.35 utterances.], batch size: 181, lr: 3.19e-04
2022-08-28 05:16:50,658 INFO [train.py:927] (3/8) Epoch 12, batch 8050, giga_loss[loss=0.1623, simple_loss=0.2467, pruned_loss=0.03895, over 12373.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1774, over 357.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2906, pruned_loss=0.05696, over 2477336.65 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06907, over 25090.49 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2902, pruned_loss=0.05585, over 2429735.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.06019, over 7864.04 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2919, pruned_loss=0.0578, over 2478219.88 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06928, over 27009.51 utterances.], batch size: 357, lr: 3.19e-04
2022-08-28 05:19:03,009 INFO [train.py:927] (3/8) Epoch 12, batch 8100, giga_loss[loss=0.1675, simple_loss=0.264, pruned_loss=0.03545, over 12357.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02725, over 70.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2906, pruned_loss=0.05624, over 2476795.85 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07064, over 24832.62 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05567, over 2431490.35 frames. utt_duration=1231 frames, utt_pad_proportion=0.06284, over 7913.35 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05713, over 2478010.13 frames. utt_duration=366.8 frames, utt_pad_proportion=0.0702, over 27120.74 utterances.], batch size: 70, lr: 3.19e-04
2022-08-28 05:21:05,756 INFO [train.py:927] (3/8) Epoch 12, batch 8150, giga_loss[loss=0.2359, simple_loss=0.3081, pruned_loss=0.0818, over 12431.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09605, over 256.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2906, pruned_loss=0.05682, over 2477125.82 frames. utt_duration=392.6 frames, utt_pad_proportion=0.07121, over 25316.99 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2897, pruned_loss=0.05558, over 2432002.60 frames. utt_duration=1234 frames, utt_pad_proportion=0.06235, over 7894.75 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.05759, over 2478211.52 frames. utt_duration=363.7 frames, utt_pad_proportion=0.07097, over 27350.57 utterances.], batch size: 256, lr: 3.19e-04
2022-08-28 05:23:12,468 INFO [train.py:927] (3/8) Epoch 12, batch 8200, giga_loss[loss=0.2338, simple_loss=0.3247, pruned_loss=0.07141, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04037, over 133.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2933, pruned_loss=0.05623, over 2477712.45 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06856, over 24954.62 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2896, pruned_loss=0.05555, over 2432448.98 frames. utt_duration=1236 frames, utt_pad_proportion=0.06208, over 7878.82 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2943, pruned_loss=0.05688, over 2478576.92 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06862, over 26723.56 utterances.], batch size: 133, lr: 3.19e-04
2022-08-28 05:25:22,935 INFO [train.py:927] (3/8) Epoch 12, batch 8250, giga_loss[loss=0.2703, simple_loss=0.3485, pruned_loss=0.09606, over 12411.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07493, over 213.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2937, pruned_loss=0.05543, over 2477502.85 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07009, over 24936.81 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2897, pruned_loss=0.05574, over 2433257.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.06111, over 7858.45 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2946, pruned_loss=0.05576, over 2478277.00 frames. utt_duration=373 frames, utt_pad_proportion=0.07034, over 26666.98 utterances.], batch size: 213, lr: 3.19e-04
2022-08-28 05:27:23,659 INFO [train.py:927] (3/8) Epoch 12, batch 8300, giga_loss[loss=0.1814, simple_loss=0.2729, pruned_loss=0.045, over 12400.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02419, over 48.00 utterances.], tot_loss[loss=0.202, simple_loss=0.293, pruned_loss=0.05552, over 2477811.68 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06817, over 24099.79 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2894, pruned_loss=0.05556, over 2434374.25 frames. utt_duration=1242 frames, utt_pad_proportion=0.06003, over 7848.99 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.294, pruned_loss=0.05594, over 2478614.33 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06884, over 25949.51 utterances.], batch size: 48, lr: 3.19e-04
2022-08-28 05:29:55,604 INFO [train.py:927] (3/8) Epoch 12, batch 8350, libri_loss[loss=0.2554, simple_loss=0.3542, pruned_loss=0.07833, over 12369.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.06038, over 51.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2937, pruned_loss=0.05696, over 2477387.32 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06775, over 24265.89 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2896, pruned_loss=0.05559, over 2435049.17 frames. utt_duration=1242 frames, utt_pad_proportion=0.0596, over 7853.33 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2943, pruned_loss=0.05727, over 2477991.05 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06845, over 25948.20 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 05:32:01,743 INFO [train.py:927] (3/8) Epoch 12, batch 8400, giga_loss[loss=0.1607, simple_loss=0.2492, pruned_loss=0.03611, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03248, over 40.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2904, pruned_loss=0.05549, over 2477235.75 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07019, over 24482.39 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2897, pruned_loss=0.0556, over 2435461.49 frames. utt_duration=1243 frames, utt_pad_proportion=0.05894, over 7847.27 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2909, pruned_loss=0.05574, over 2478084.02 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07078, over 26101.00 utterances.], batch size: 40, lr: 3.18e-04
2022-08-28 05:33:59,612 INFO [train.py:927] (3/8) Epoch 12, batch 8450, libri_loss[loss=0.1639, simple_loss=0.2542, pruned_loss=0.03678, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006601, over 32.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2901, pruned_loss=0.05548, over 2477238.21 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07195, over 24423.12 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2889, pruned_loss=0.05527, over 2436916.16 frames. utt_duration=1252 frames, utt_pad_proportion=0.05713, over 7797.02 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2912, pruned_loss=0.05599, over 2478456.49 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07308, over 26585.94 utterances.], batch size: 32, lr: 3.18e-04
2022-08-28 05:35:59,193 INFO [train.py:927] (3/8) Epoch 12, batch 8500, giga_loss[loss=0.2152, simple_loss=0.2938, pruned_loss=0.0683, over 12463.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2897, pruned_loss=0.05595, over 2477166.45 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06937, over 24160.70 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2883, pruned_loss=0.05515, over 2437581.55 frames. utt_duration=1259 frames, utt_pad_proportion=0.05591, over 7755.56 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2911, pruned_loss=0.05648, over 2478798.76 frames. utt_duration=376 frames, utt_pad_proportion=0.07095, over 26451.41 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 05:38:06,802 INFO [train.py:927] (3/8) Epoch 12, batch 8550, giga_loss[loss=0.1863, simple_loss=0.2799, pruned_loss=0.04639, over 12426.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2898, pruned_loss=0.05654, over 2477499.56 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07143, over 24631.99 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2885, pruned_loss=0.05518, over 2438172.89 frames. utt_duration=1259 frames, utt_pad_proportion=0.05503, over 7754.51 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2908, pruned_loss=0.05696, over 2478967.86 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07281, over 26744.63 utterances.], batch size: 133, lr: 3.18e-04
2022-08-28 05:40:23,941 INFO [train.py:927] (3/8) Epoch 12, batch 8600, giga_loss[loss=0.1993, simple_loss=0.2937, pruned_loss=0.05242, over 12388.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04528, over 146.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.0568, over 2477204.03 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07178, over 24604.10 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05507, over 2438459.24 frames. utt_duration=1265 frames, utt_pad_proportion=0.05434, over 7716.71 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2924, pruned_loss=0.05725, over 2478804.58 frames. utt_duration=374 frames, utt_pad_proportion=0.07307, over 26598.13 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 05:42:35,199 INFO [train.py:927] (3/8) Epoch 12, batch 8650, giga_loss[loss=0.191, simple_loss=0.2731, pruned_loss=0.05444, over 12275.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03, over 45.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2898, pruned_loss=0.05656, over 2476931.70 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07005, over 24121.23 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2881, pruned_loss=0.0551, over 2439867.68 frames. utt_duration=1260 frames, utt_pad_proportion=0.05692, over 7756.81 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2909, pruned_loss=0.05694, over 2478142.32 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07079, over 26225.00 utterances.], batch size: 45, lr: 3.18e-04
2022-08-28 05:44:32,763 INFO [train.py:927] (3/8) Epoch 12, batch 8700, giga_loss[loss=0.1711, simple_loss=0.2626, pruned_loss=0.03983, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04016, over 133.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2862, pruned_loss=0.05503, over 2477665.84 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06982, over 24048.45 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05501, over 2441049.86 frames. utt_duration=1265 frames, utt_pad_proportion=0.05564, over 7730.31 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05545, over 2478578.35 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07089, over 26202.62 utterances.], batch size: 133, lr: 3.18e-04
2022-08-28 05:46:33,162 INFO [train.py:927] (3/8) Epoch 12, batch 8750, giga_loss[loss=0.2135, simple_loss=0.298, pruned_loss=0.06454, over 12419.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2882, pruned_loss=0.05645, over 2478253.40 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07035, over 24826.15 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2884, pruned_loss=0.0552, over 2441860.91 frames. utt_duration=1254 frames, utt_pad_proportion=0.05915, over 7800.84 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2886, pruned_loss=0.05662, over 2478907.94 frames. utt_duration=371.5 frames, utt_pad_proportion=0.0703, over 26779.49 utterances.], batch size: 133, lr: 3.18e-04
2022-08-28 05:48:39,254 INFO [train.py:927] (3/8) Epoch 12, batch 8800, giga_loss[loss=0.1862, simple_loss=0.2724, pruned_loss=0.05002, over 12398.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02729, over 58.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2864, pruned_loss=0.05528, over 2478493.97 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07267, over 25421.58 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2882, pruned_loss=0.05522, over 2442596.20 frames. utt_duration=1258 frames, utt_pad_proportion=0.05822, over 7775.04 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2869, pruned_loss=0.05541, over 2479163.56 frames. utt_duration=363.3 frames, utt_pad_proportion=0.0728, over 27385.55 utterances.], batch size: 58, lr: 3.18e-04
2022-08-28 05:50:50,318 INFO [train.py:927] (3/8) Epoch 12, batch 8850, giga_loss[loss=0.1884, simple_loss=0.2828, pruned_loss=0.04702, over 12450.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.02831, over 122.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2854, pruned_loss=0.05456, over 2478659.50 frames. utt_duration=414 frames, utt_pad_proportion=0.06715, over 24020.61 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.288, pruned_loss=0.05505, over 2444294.87 frames. utt_duration=1257 frames, utt_pad_proportion=0.05697, over 7784.71 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2859, pruned_loss=0.05483, over 2479247.27 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0682, over 26375.52 utterances.], batch size: 122, lr: 3.18e-04
2022-08-28 05:52:56,279 INFO [train.py:927] (3/8) Epoch 12, batch 8900, giga_loss[loss=0.1839, simple_loss=0.2753, pruned_loss=0.0462, over 12385.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05498, over 2479234.45 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06734, over 24300.83 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2879, pruned_loss=0.05497, over 2444677.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.05654, over 7772.90 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2864, pruned_loss=0.05525, over 2479666.90 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06829, over 26297.14 utterances.], batch size: 161, lr: 3.18e-04
2022-08-28 05:54:53,073 INFO [train.py:927] (3/8) Epoch 12, batch 8950, giga_loss[loss=0.2163, simple_loss=0.3147, pruned_loss=0.05898, over 12417.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03829, over 105.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2852, pruned_loss=0.05421, over 2478937.27 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06869, over 24226.07 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2882, pruned_loss=0.05516, over 2445220.73 frames. utt_duration=1239 frames, utt_pad_proportion=0.06368, over 7902.98 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2852, pruned_loss=0.05424, over 2479918.80 frames. utt_duration=379 frames, utt_pad_proportion=0.06754, over 26253.05 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 05:56:56,068 INFO [train.py:927] (3/8) Epoch 12, batch 9000, giga_loss[loss=0.1751, simple_loss=0.2703, pruned_loss=0.03997, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03167, over 43.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2872, pruned_loss=0.05442, over 2478698.57 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06981, over 24975.09 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2883, pruned_loss=0.05517, over 2445502.19 frames. utt_duration=1239 frames, utt_pad_proportion=0.06323, over 7903.48 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.287, pruned_loss=0.05442, over 2479679.21 frames. utt_duration=371 frames, utt_pad_proportion=0.06902, over 26820.45 utterances.], batch size: 43, lr: 3.18e-04
2022-08-28 05:56:56,069 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 05:57:10,156 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.18, simple_loss=0.2927, pruned_loss=0.03369, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 05:59:07,207 INFO [train.py:927] (3/8) Epoch 12, batch 9050, giga_loss[loss=0.2051, simple_loss=0.2962, pruned_loss=0.05701, over 12392.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07863, over 213.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2881, pruned_loss=0.05457, over 2478113.79 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06848, over 24965.79 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2887, pruned_loss=0.05539, over 2446184.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.0621, over 7889.74 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05436, over 2479129.54 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06826, over 26909.53 utterances.], batch size: 213, lr: 3.18e-04
2022-08-28 06:01:07,077 INFO [train.py:927] (3/8) Epoch 12, batch 9100, giga_loss[loss=0.2048, simple_loss=0.296, pruned_loss=0.05681, over 12420.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03819, over 105.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2867, pruned_loss=0.05354, over 2477950.40 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07131, over 24943.03 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2888, pruned_loss=0.05544, over 2447299.22 frames. utt_duration=1223 frames, utt_pad_proportion=0.06822, over 8014.85 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.0533, over 2478902.01 frames. utt_duration=368.2 frames, utt_pad_proportion=0.06946, over 27016.10 utterances.], batch size: 105, lr: 3.18e-04
2022-08-28 06:03:02,762 INFO [train.py:927] (3/8) Epoch 12, batch 9150, giga_loss[loss=0.2127, simple_loss=0.2879, pruned_loss=0.06876, over 12414.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09581, over 256.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2855, pruned_loss=0.0535, over 2477584.42 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06877, over 25172.69 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2886, pruned_loss=0.05525, over 2447380.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06775, over 8006.78 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2853, pruned_loss=0.05345, over 2478653.84 frames. utt_duration=368 frames, utt_pad_proportion=0.06759, over 27031.26 utterances.], batch size: 256, lr: 3.18e-04
2022-08-28 06:05:08,056 INFO [train.py:927] (3/8) Epoch 12, batch 9200, giga_loss[loss=0.1935, simple_loss=0.2788, pruned_loss=0.05412, over 12451.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03686, over 133.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05398, over 2477865.16 frames. utt_duration=394.5 frames, utt_pad_proportion=0.0689, over 25199.94 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2889, pruned_loss=0.05529, over 2447644.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06746, over 8016.65 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2866, pruned_loss=0.05389, over 2478726.65 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06806, over 26807.19 utterances.], batch size: 133, lr: 3.18e-04
2022-08-28 06:07:03,093 INFO [train.py:927] (3/8) Epoch 12, batch 9250, giga_loss[loss=0.1979, simple_loss=0.2861, pruned_loss=0.05488, over 12353.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03198, over 51.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2893, pruned_loss=0.05505, over 2477204.90 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06436, over 23725.60 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2891, pruned_loss=0.05537, over 2447587.59 frames. utt_duration=1225 frames, utt_pad_proportion=0.06668, over 7999.48 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2887, pruned_loss=0.0549, over 2478358.80 frames. utt_duration=394 frames, utt_pad_proportion=0.06412, over 25238.13 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 06:09:16,626 INFO [train.py:927] (3/8) Epoch 12, batch 9300, giga_loss[loss=0.2011, simple_loss=0.2965, pruned_loss=0.0528, over 12385.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05523, over 181.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2911, pruned_loss=0.05576, over 2477228.58 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06555, over 24073.33 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2891, pruned_loss=0.05537, over 2447936.75 frames. utt_duration=1228 frames, utt_pad_proportion=0.06596, over 7984.77 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2907, pruned_loss=0.05564, over 2478476.88 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06553, over 25642.69 utterances.], batch size: 181, lr: 3.18e-04
2022-08-28 06:11:23,548 INFO [train.py:927] (3/8) Epoch 12, batch 9350, giga_loss[loss=0.179, simple_loss=0.2741, pruned_loss=0.04196, over 12346.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2898, pruned_loss=0.05555, over 2477044.53 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06593, over 23917.76 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.289, pruned_loss=0.05519, over 2448328.86 frames. utt_duration=1234 frames, utt_pad_proportion=0.06462, over 7948.71 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2896, pruned_loss=0.05561, over 2478460.20 frames. utt_duration=388 frames, utt_pad_proportion=0.06628, over 25633.55 utterances.], batch size: 62, lr: 3.18e-04
2022-08-28 06:13:21,022 INFO [train.py:927] (3/8) Epoch 12, batch 9400, giga_loss[loss=0.2139, simple_loss=0.301, pruned_loss=0.06343, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2901, pruned_loss=0.05585, over 2477437.41 frames. utt_duration=411.1 frames, utt_pad_proportion=0.0649, over 24174.43 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05517, over 2449155.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.06326, over 7940.74 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2896, pruned_loss=0.05595, over 2478898.53 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0656, over 26145.86 utterances.], batch size: 161, lr: 3.18e-04
2022-08-28 06:15:23,978 INFO [train.py:927] (3/8) Epoch 12, batch 9450, giga_loss[loss=0.2008, simple_loss=0.2919, pruned_loss=0.05489, over 12363.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.02947, over 51.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2885, pruned_loss=0.05571, over 2477186.59 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06849, over 24193.58 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05514, over 2449721.07 frames. utt_duration=1233 frames, utt_pad_proportion=0.06282, over 7958.05 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2881, pruned_loss=0.05584, over 2478834.62 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06895, over 26347.97 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 06:17:28,419 INFO [train.py:927] (3/8) Epoch 12, batch 9500, giga_loss[loss=0.1937, simple_loss=0.2912, pruned_loss=0.04805, over 12301.00 frames. utt_duration=912.5 frames, utt_pad_proportion=0.02408, over 54.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2875, pruned_loss=0.05458, over 2476563.79 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06913, over 24037.13 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2896, pruned_loss=0.05524, over 2449713.20 frames. utt_duration=1233 frames, utt_pad_proportion=0.06247, over 7956.44 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2871, pruned_loss=0.0546, over 2478116.96 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06958, over 25881.65 utterances.], batch size: 54, lr: 3.18e-04
2022-08-28 06:19:17,973 INFO [train.py:927] (3/8) Epoch 12, batch 9550, giga_loss[loss=0.1905, simple_loss=0.2845, pruned_loss=0.04824, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2884, pruned_loss=0.05351, over 2476007.25 frames. utt_duration=423 frames, utt_pad_proportion=0.06726, over 23479.93 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.05511, over 2449523.37 frames. utt_duration=1236 frames, utt_pad_proportion=0.06204, over 7938.92 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05362, over 2477635.86 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06788, over 25088.76 utterances.], batch size: 66, lr: 3.18e-04
2022-08-28 06:21:31,061 INFO [train.py:927] (3/8) Epoch 12, batch 9600, giga_loss[loss=0.18, simple_loss=0.278, pruned_loss=0.04098, over 12374.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04616, over 146.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2877, pruned_loss=0.05303, over 2476891.76 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06924, over 24938.48 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2891, pruned_loss=0.055, over 2449556.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.06186, over 7927.23 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05321, over 2478261.93 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06966, over 26285.20 utterances.], batch size: 146, lr: 3.18e-04
2022-08-28 06:23:40,565 INFO [train.py:927] (3/8) Epoch 12, batch 9650, giga_loss[loss=0.2131, simple_loss=0.3017, pruned_loss=0.06221, over 12386.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2878, pruned_loss=0.05273, over 2477225.11 frames. utt_duration=394.4 frames, utt_pad_proportion=0.0667, over 25203.26 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2889, pruned_loss=0.05487, over 2450436.38 frames. utt_duration=1241 frames, utt_pad_proportion=0.06066, over 7909.95 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2881, pruned_loss=0.05292, over 2478407.48 frames. utt_duration=370.2 frames, utt_pad_proportion=0.06752, over 26866.83 utterances.], batch size: 161, lr: 3.18e-04
2022-08-28 06:25:53,968 INFO [train.py:927] (3/8) Epoch 12, batch 9700, giga_loss[loss=0.1946, simple_loss=0.2938, pruned_loss=0.04776, over 12360.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03139, over 51.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2898, pruned_loss=0.05369, over 2477057.76 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06802, over 25218.31 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2892, pruned_loss=0.0552, over 2451129.43 frames. utt_duration=1236 frames, utt_pad_proportion=0.05997, over 7944.37 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2896, pruned_loss=0.05349, over 2478247.80 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06883, over 27083.30 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 06:28:10,548 INFO [train.py:927] (3/8) Epoch 12, batch 9750, giga_loss[loss=0.1983, simple_loss=0.2922, pruned_loss=0.0522, over 12395.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2906, pruned_loss=0.05404, over 2477440.68 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06628, over 24733.04 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2891, pruned_loss=0.05508, over 2451750.07 frames. utt_duration=1236 frames, utt_pad_proportion=0.05939, over 7941.76 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2907, pruned_loss=0.05394, over 2478662.08 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06731, over 26776.19 utterances.], batch size: 182, lr: 3.18e-04
2022-08-28 06:30:25,939 INFO [train.py:927] (3/8) Epoch 12, batch 9800, giga_loss[loss=0.1987, simple_loss=0.2936, pruned_loss=0.05183, over 12387.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06294, over 210.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2892, pruned_loss=0.05372, over 2477079.07 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06752, over 24813.41 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2891, pruned_loss=0.05508, over 2451810.23 frames. utt_duration=1242 frames, utt_pad_proportion=0.05883, over 7907.12 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2894, pruned_loss=0.05363, over 2478438.64 frames. utt_duration=371.8 frames, utt_pad_proportion=0.06839, over 26745.83 utterances.], batch size: 210, lr: 3.18e-04
2022-08-28 06:32:22,793 INFO [train.py:927] (3/8) Epoch 12, batch 9850, giga_loss[loss=0.192, simple_loss=0.2833, pruned_loss=0.05031, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2894, pruned_loss=0.05377, over 2477709.35 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0647, over 24017.41 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.05513, over 2453245.65 frames. utt_duration=1244 frames, utt_pad_proportion=0.05716, over 7898.69 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2893, pruned_loss=0.05358, over 2478664.90 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06621, over 26385.00 utterances.], batch size: 113, lr: 3.18e-04
2022-08-28 06:34:19,582 INFO [train.py:927] (3/8) Epoch 12, batch 9900, giga_loss[loss=0.2026, simple_loss=0.2943, pruned_loss=0.05544, over 12425.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.0246, over 91.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2908, pruned_loss=0.05392, over 2478029.27 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06454, over 24174.16 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2893, pruned_loss=0.05512, over 2453551.12 frames. utt_duration=1240 frames, utt_pad_proportion=0.05762, over 7926.90 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2908, pruned_loss=0.05377, over 2478837.61 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06567, over 26228.82 utterances.], batch size: 91, lr: 3.18e-04
2022-08-28 06:36:08,667 INFO [train.py:927] (3/8) Epoch 12, batch 9950, libri_loss[loss=0.2265, simple_loss=0.3202, pruned_loss=0.06641, over 12367.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04129, over 46.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2887, pruned_loss=0.05351, over 2477138.10 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06266, over 23570.83 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2896, pruned_loss=0.05528, over 2453900.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.05688, over 7922.49 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2883, pruned_loss=0.05321, over 2477894.83 frames. utt_duration=390 frames, utt_pad_proportion=0.06395, over 25492.57 utterances.], batch size: 46, lr: 3.18e-04
2022-08-28 06:38:02,819 INFO [train.py:927] (3/8) Epoch 12, batch 10000, giga_loss[loss=0.1907, simple_loss=0.2841, pruned_loss=0.04868, over 12379.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2908, pruned_loss=0.05515, over 2476069.65 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06515, over 23033.37 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2897, pruned_loss=0.05521, over 2454143.30 frames. utt_duration=1242 frames, utt_pad_proportion=0.05597, over 7915.68 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2904, pruned_loss=0.05496, over 2476967.64 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06636, over 24937.40 utterances.], batch size: 161, lr: 3.18e-04
2022-08-28 06:39:43,339 INFO [train.py:927] (3/8) Epoch 12, batch 10050, giga_loss[loss=0.2672, simple_loss=0.3379, pruned_loss=0.09821, over 12364.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09945, over 256.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2965, pruned_loss=0.05823, over 2475543.66 frames. utt_duration=445.1 frames, utt_pad_proportion=0.06603, over 22312.77 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2895, pruned_loss=0.05526, over 2454535.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.05521, over 7903.91 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2965, pruned_loss=0.05806, over 2476411.53 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06722, over 24167.29 utterances.], batch size: 256, lr: 3.18e-04
2022-08-28 06:41:27,145 INFO [train.py:927] (3/8) Epoch 12, batch 10100, giga_loss[loss=0.1613, simple_loss=0.2444, pruned_loss=0.0391, over 12256.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02871, over 54.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2937, pruned_loss=0.05781, over 2475360.35 frames. utt_duration=458.6 frames, utt_pad_proportion=0.0646, over 21654.26 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2894, pruned_loss=0.05521, over 2454758.25 frames. utt_duration=1247 frames, utt_pad_proportion=0.0546, over 7885.45 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.294, pruned_loss=0.05777, over 2476131.62 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06592, over 23338.89 utterances.], batch size: 54, lr: 3.18e-04
2022-08-28 06:43:08,628 INFO [train.py:927] (3/8) Epoch 12, batch 10150, giga_loss[loss=0.1667, simple_loss=0.2547, pruned_loss=0.03937, over 12349.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03394, over 51.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2877, pruned_loss=0.05589, over 2474858.14 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06452, over 20398.86 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2897, pruned_loss=0.05533, over 2455108.68 frames. utt_duration=1245 frames, utt_pad_proportion=0.05382, over 7894.26 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2876, pruned_loss=0.0558, over 2475814.20 frames. utt_duration=448.1 frames, utt_pad_proportion=0.06604, over 22168.44 utterances.], batch size: 51, lr: 3.18e-04
2022-08-28 06:44:52,441 INFO [train.py:927] (3/8) Epoch 12, batch 10200, giga_loss[loss=0.1825, simple_loss=0.2505, pruned_loss=0.05723, over 12356.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1952, over 365.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2801, pruned_loss=0.05327, over 2475099.94 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06902, over 20635.47 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2898, pruned_loss=0.05527, over 2455633.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.05384, over 7902.21 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2798, pruned_loss=0.05325, over 2475745.44 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06996, over 22239.76 utterances.], batch size: 365, lr: 3.17e-04
2022-08-28 06:46:34,191 INFO [train.py:927] (3/8) Epoch 12, batch 10250, giga_loss[loss=0.1859, simple_loss=0.2529, pruned_loss=0.05949, over 12359.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1933, over 364.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2749, pruned_loss=0.05166, over 2475355.81 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07296, over 20851.74 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05517, over 2455932.99 frames. utt_duration=1234 frames, utt_pad_proportion=0.05811, over 7972.62 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2743, pruned_loss=0.05168, over 2476033.60 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07237, over 22353.18 utterances.], batch size: 364, lr: 3.17e-04
2022-08-28 06:48:16,560 INFO [train.py:927] (3/8) Epoch 12, batch 10300, giga_loss[loss=0.1664, simple_loss=0.2507, pruned_loss=0.04107, over 12436.00 frames. utt_duration=441.7 frames, utt_pad_proportion=0.03356, over 113.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2705, pruned_loss=0.0503, over 2474625.02 frames. utt_duration=482.5 frames, utt_pad_proportion=0.0744, over 20574.48 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2895, pruned_loss=0.05502, over 2456261.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.05684, over 7940.10 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.2698, pruned_loss=0.0503, over 2475566.44 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07444, over 22290.49 utterances.], batch size: 113, lr: 3.17e-04
2022-08-28 06:49:58,181 INFO [train.py:927] (3/8) Epoch 12, batch 10350, giga_loss[loss=0.1866, simple_loss=0.2626, pruned_loss=0.05532, over 12417.00 frames. utt_duration=578.9 frames, utt_pad_proportion=0.03514, over 86.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2666, pruned_loss=0.04879, over 2474991.82 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07216, over 20096.39 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.05512, over 2456459.07 frames. utt_duration=1224 frames, utt_pad_proportion=0.06127, over 8040.72 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2654, pruned_loss=0.0486, over 2475892.35 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07105, over 21589.41 utterances.], batch size: 86, lr: 3.17e-04
2022-08-28 06:51:42,091 INFO [train.py:927] (3/8) Epoch 12, batch 10400, giga_loss[loss=0.1629, simple_loss=0.2482, pruned_loss=0.0388, over 12377.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.178, simple_loss=0.2619, pruned_loss=0.04703, over 2475208.98 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06822, over 19637.83 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2899, pruned_loss=0.05516, over 2456900.70 frames. utt_duration=1225 frames, utt_pad_proportion=0.06056, over 8034.12 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2606, pruned_loss=0.04675, over 2475768.20 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06783, over 20980.03 utterances.], batch size: 97, lr: 3.17e-04
2022-08-28 06:53:25,257 INFO [train.py:927] (3/8) Epoch 12, batch 10450, giga_loss[loss=0.1762, simple_loss=0.2488, pruned_loss=0.05177, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2573, pruned_loss=0.0454, over 2474495.44 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06571, over 19070.37 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2902, pruned_loss=0.05533, over 2457287.19 frames. utt_duration=1227 frames, utt_pad_proportion=0.05959, over 8020.33 utterances.], giga_tot_loss[loss=0.1725, simple_loss=0.2553, pruned_loss=0.04485, over 2474997.35 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06593, over 20402.58 utterances.], batch size: 146, lr: 3.17e-04
2022-08-28 06:55:06,670 INFO [train.py:927] (3/8) Epoch 12, batch 10500, giga_loss[loss=0.2858, simple_loss=0.3505, pruned_loss=0.1106, over 12365.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.109, over 259.00 utterances.], tot_loss[loss=0.1806, simple_loss=0.2635, pruned_loss=0.04882, over 2474636.65 frames. utt_duration=502.4 frames, utt_pad_proportion=0.0703, over 19760.56 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2907, pruned_loss=0.05553, over 2457624.08 frames. utt_duration=1232 frames, utt_pad_proportion=0.05814, over 7991.05 utterances.], giga_tot_loss[loss=0.1782, simple_loss=0.2605, pruned_loss=0.04794, over 2475254.42 frames. utt_duration=468 frames, utt_pad_proportion=0.07082, over 21220.43 utterances.], batch size: 259, lr: 3.17e-04
2022-08-28 06:56:51,911 INFO [train.py:927] (3/8) Epoch 12, batch 10550, giga_loss[loss=0.2102, simple_loss=0.3064, pruned_loss=0.05696, over 12396.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03951, over 37.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2744, pruned_loss=0.0536, over 2474040.62 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06885, over 19551.75 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2904, pruned_loss=0.05546, over 2457880.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.06191, over 8045.91 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.272, pruned_loss=0.05291, over 2474524.19 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06813, over 20812.09 utterances.], batch size: 37, lr: 3.17e-04
2022-08-28 06:58:32,260 INFO [train.py:927] (3/8) Epoch 12, batch 10600, giga_loss[loss=0.1883, simple_loss=0.2789, pruned_loss=0.0489, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02812, over 45.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2814, pruned_loss=0.05566, over 2474313.41 frames. utt_duration=503.7 frames, utt_pad_proportion=0.06727, over 19705.26 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.291, pruned_loss=0.05573, over 2458235.49 frames. utt_duration=1209 frames, utt_pad_proportion=0.06627, over 8141.70 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2788, pruned_loss=0.05487, over 2474659.39 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06544, over 20839.99 utterances.], batch size: 45, lr: 3.17e-04
2022-08-28 07:00:17,006 INFO [train.py:927] (3/8) Epoch 12, batch 10650, giga_loss[loss=0.2098, simple_loss=0.2994, pruned_loss=0.06007, over 12407.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06261, over 183.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2854, pruned_loss=0.05644, over 2474056.68 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07229, over 20632.51 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2912, pruned_loss=0.05545, over 2458222.08 frames. utt_duration=1214 frames, utt_pad_proportion=0.06506, over 8107.49 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.283, pruned_loss=0.05606, over 2474697.94 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07113, over 21846.32 utterances.], batch size: 183, lr: 3.17e-04
2022-08-28 07:02:01,602 INFO [train.py:927] (3/8) Epoch 12, batch 10700, giga_loss[loss=0.236, simple_loss=0.3166, pruned_loss=0.07765, over 12148.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03933, over 33.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2891, pruned_loss=0.05845, over 2473765.52 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06834, over 19724.84 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2909, pruned_loss=0.0554, over 2458172.60 frames. utt_duration=1208 frames, utt_pad_proportion=0.06797, over 8151.36 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2873, pruned_loss=0.05825, over 2474611.84 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06669, over 20871.02 utterances.], batch size: 33, lr: 3.17e-04
2022-08-28 07:03:41,823 INFO [train.py:927] (3/8) Epoch 12, batch 10750, giga_loss[loss=0.2277, simple_loss=0.3128, pruned_loss=0.07126, over 12431.00 frames. utt_duration=441.5 frames, utt_pad_proportion=0.03609, over 113.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2931, pruned_loss=0.06003, over 2473968.84 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06675, over 19090.99 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2907, pruned_loss=0.05529, over 2458614.82 frames. utt_duration=1212 frames, utt_pad_proportion=0.0662, over 8123.58 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2919, pruned_loss=0.06013, over 2474826.79 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06615, over 20464.22 utterances.], batch size: 113, lr: 3.17e-04
2022-08-28 07:05:25,044 INFO [train.py:927] (3/8) Epoch 12, batch 10800, giga_loss[loss=0.1981, simple_loss=0.2951, pruned_loss=0.05053, over 12347.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03026, over 62.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2954, pruned_loss=0.06017, over 2474042.28 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06459, over 18314.34 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2902, pruned_loss=0.05491, over 2459032.52 frames. utt_duration=1217 frames, utt_pad_proportion=0.06461, over 8089.30 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.295, pruned_loss=0.06077, over 2474904.49 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06483, over 19842.54 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:07:07,436 INFO [train.py:927] (3/8) Epoch 12, batch 10850, giga_loss[loss=0.2031, simple_loss=0.2973, pruned_loss=0.05447, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.02907, over 55.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2973, pruned_loss=0.06019, over 2474019.50 frames. utt_duration=556.2 frames, utt_pad_proportion=0.0602, over 17841.73 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2904, pruned_loss=0.05503, over 2459050.53 frames. utt_duration=1214 frames, utt_pad_proportion=0.0645, over 8110.10 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.297, pruned_loss=0.06067, over 2474940.64 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06075, over 19211.30 utterances.], batch size: 55, lr: 3.17e-04
2022-08-28 07:08:52,644 INFO [train.py:927] (3/8) Epoch 12, batch 10900, giga_loss[loss=0.2197, simple_loss=0.3059, pruned_loss=0.06675, over 12412.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03297, over 113.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2965, pruned_loss=0.05954, over 2473729.83 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06159, over 17688.13 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2896, pruned_loss=0.05482, over 2459161.63 frames. utt_duration=1222 frames, utt_pad_proportion=0.06354, over 8059.90 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2972, pruned_loss=0.06022, over 2474704.04 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06231, over 19057.06 utterances.], batch size: 113, lr: 3.17e-04
2022-08-28 07:10:36,160 INFO [train.py:927] (3/8) Epoch 12, batch 10950, giga_loss[loss=0.2569, simple_loss=0.3375, pruned_loss=0.08822, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03805, over 123.00 utterances.], tot_loss[loss=0.212, simple_loss=0.299, pruned_loss=0.06253, over 2472432.26 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0596, over 17322.54 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2897, pruned_loss=0.0548, over 2459325.70 frames. utt_duration=1223 frames, utt_pad_proportion=0.06261, over 8051.69 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2997, pruned_loss=0.06332, over 2473508.67 frames. utt_duration=529.2 frames, utt_pad_proportion=0.0607, over 18750.57 utterances.], batch size: 123, lr: 3.17e-04
2022-08-28 07:12:21,222 INFO [train.py:927] (3/8) Epoch 12, batch 11000, giga_loss[loss=0.2278, simple_loss=0.3077, pruned_loss=0.07391, over 12407.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03941, over 133.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2988, pruned_loss=0.06357, over 2473152.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05943, over 17320.46 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2896, pruned_loss=0.05477, over 2459711.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.06144, over 8030.58 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2996, pruned_loss=0.06446, over 2474006.61 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06078, over 18732.01 utterances.], batch size: 133, lr: 3.17e-04
2022-08-28 07:14:05,686 INFO [train.py:927] (3/8) Epoch 12, batch 11050, giga_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.0582, over 12451.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2975, pruned_loss=0.06334, over 2472721.04 frames. utt_duration=589.9 frames, utt_pad_proportion=0.059, over 16808.55 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.0546, over 2459982.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06056, over 8013.20 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2982, pruned_loss=0.06435, over 2473383.07 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0605, over 18112.79 utterances.], batch size: 75, lr: 3.17e-04
2022-08-28 07:15:50,949 INFO [train.py:927] (3/8) Epoch 12, batch 11100, giga_loss[loss=0.2187, simple_loss=0.3016, pruned_loss=0.06787, over 12335.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03392, over 58.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.296, pruned_loss=0.06246, over 2473625.39 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06304, over 17292.02 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.05471, over 2460064.56 frames. utt_duration=1218 frames, utt_pad_proportion=0.06464, over 8088.66 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2964, pruned_loss=0.06325, over 2474194.71 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06254, over 18333.01 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:17:35,317 INFO [train.py:927] (3/8) Epoch 12, batch 11150, giga_loss[loss=0.1669, simple_loss=0.2452, pruned_loss=0.04432, over 12341.00 frames. utt_duration=131.6 frames, utt_pad_proportion=0.2212, over 379.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.0608, over 2472960.80 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06372, over 17044.19 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2902, pruned_loss=0.05473, over 2459785.18 frames. utt_duration=1207 frames, utt_pad_proportion=0.06733, over 8162.40 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2927, pruned_loss=0.06159, over 2474006.15 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06213, over 18048.66 utterances.], batch size: 379, lr: 3.17e-04
2022-08-28 07:19:20,377 INFO [train.py:927] (3/8) Epoch 12, batch 11200, giga_loss[loss=0.1873, simple_loss=0.2727, pruned_loss=0.05098, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03671, over 123.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2881, pruned_loss=0.05916, over 2473009.81 frames. utt_duration=555.7 frames, utt_pad_proportion=0.07067, over 17849.12 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2896, pruned_loss=0.05452, over 2460057.91 frames. utt_duration=1211 frames, utt_pad_proportion=0.06617, over 8134.02 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2889, pruned_loss=0.06012, over 2473935.15 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06943, over 18900.81 utterances.], batch size: 123, lr: 3.17e-04
2022-08-28 07:21:04,488 INFO [train.py:927] (3/8) Epoch 12, batch 11250, giga_loss[loss=0.1824, simple_loss=0.2811, pruned_loss=0.04187, over 12383.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02979, over 58.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2882, pruned_loss=0.05919, over 2473050.54 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07124, over 18551.70 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.05457, over 2460367.15 frames. utt_duration=1199 frames, utt_pad_proportion=0.06987, over 8219.30 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2887, pruned_loss=0.06, over 2473741.21 frames. utt_duration=509 frames, utt_pad_proportion=0.06901, over 19496.82 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:22:45,771 INFO [train.py:927] (3/8) Epoch 12, batch 11300, giga_loss[loss=0.1821, simple_loss=0.2608, pruned_loss=0.05175, over 12234.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03789, over 28.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2862, pruned_loss=0.05847, over 2472840.94 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06739, over 17698.18 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2897, pruned_loss=0.0546, over 2460762.23 frames. utt_duration=1205 frames, utt_pad_proportion=0.06759, over 8175.32 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2865, pruned_loss=0.05928, over 2473562.91 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06665, over 18918.08 utterances.], batch size: 28, lr: 3.17e-04
2022-08-28 07:24:27,689 INFO [train.py:927] (3/8) Epoch 12, batch 11350, giga_loss[loss=0.1959, simple_loss=0.2705, pruned_loss=0.06063, over 12349.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03225, over 51.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2837, pruned_loss=0.05807, over 2472102.31 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0674, over 17460.36 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.05469, over 2460725.66 frames. utt_duration=1212 frames, utt_pad_proportion=0.06583, over 8131.86 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2838, pruned_loss=0.05873, over 2473142.21 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06751, over 18792.84 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 07:26:12,039 INFO [train.py:927] (3/8) Epoch 12, batch 11400, giga_loss[loss=0.2273, simple_loss=0.3034, pruned_loss=0.0756, over 12392.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2808, pruned_loss=0.05719, over 2471947.63 frames. utt_duration=584.8 frames, utt_pad_proportion=0.0631, over 16952.58 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.29, pruned_loss=0.05478, over 2460776.96 frames. utt_duration=1214 frames, utt_pad_proportion=0.06535, over 8116.58 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2805, pruned_loss=0.05766, over 2472825.32 frames. utt_duration=548 frames, utt_pad_proportion=0.06364, over 18099.01 utterances.], batch size: 257, lr: 3.17e-04
2022-08-28 07:27:52,342 INFO [train.py:927] (3/8) Epoch 12, batch 11450, giga_loss[loss=0.1693, simple_loss=0.247, pruned_loss=0.04577, over 12396.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.04242, over 26.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.278, pruned_loss=0.05616, over 2472193.66 frames. utt_duration=606.4 frames, utt_pad_proportion=0.06067, over 16348.95 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.05471, over 2461052.44 frames. utt_duration=1208 frames, utt_pad_proportion=0.06798, over 8156.84 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2774, pruned_loss=0.05664, over 2472933.42 frames. utt_duration=568 frames, utt_pad_proportion=0.06003, over 17461.10 utterances.], batch size: 26, lr: 3.17e-04
2022-08-28 07:29:32,792 INFO [train.py:927] (3/8) Epoch 12, batch 11500, giga_loss[loss=0.1893, simple_loss=0.2718, pruned_loss=0.0534, over 12397.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02791, over 58.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2756, pruned_loss=0.05553, over 2472540.13 frames. utt_duration=608.3 frames, utt_pad_proportion=0.06272, over 16298.82 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2899, pruned_loss=0.05465, over 2461106.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.06673, over 8119.32 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.275, pruned_loss=0.056, over 2473351.58 frames. utt_duration=569.7 frames, utt_pad_proportion=0.0626, over 17412.75 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:31:14,694 INFO [train.py:927] (3/8) Epoch 12, batch 11550, giga_loss[loss=0.1935, simple_loss=0.2686, pruned_loss=0.05916, over 12322.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03503, over 51.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2746, pruned_loss=0.05499, over 2471918.52 frames. utt_duration=617 frames, utt_pad_proportion=0.06088, over 16064.57 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05455, over 2460967.31 frames. utt_duration=1218 frames, utt_pad_proportion=0.06545, over 8089.67 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2739, pruned_loss=0.05545, over 2472941.20 frames. utt_duration=578 frames, utt_pad_proportion=0.06137, over 17158.42 utterances.], batch size: 51, lr: 3.17e-04
2022-08-28 07:32:59,436 INFO [train.py:927] (3/8) Epoch 12, batch 11600, giga_loss[loss=0.3012, simple_loss=0.3537, pruned_loss=0.1244, over 12340.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2792, pruned_loss=0.05783, over 2471611.55 frames. utt_duration=606.4 frames, utt_pad_proportion=0.06378, over 16343.86 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2893, pruned_loss=0.05443, over 2460961.75 frames. utt_duration=1224 frames, utt_pad_proportion=0.06452, over 8052.65 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2786, pruned_loss=0.05834, over 2472723.75 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06437, over 17472.39 utterances.], batch size: 365, lr: 3.17e-04
2022-08-28 07:34:46,320 INFO [train.py:927] (3/8) Epoch 12, batch 11650, giga_loss[loss=0.2179, simple_loss=0.3092, pruned_loss=0.06329, over 12453.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03488, over 123.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2848, pruned_loss=0.06069, over 2471417.64 frames. utt_duration=572.2 frames, utt_pad_proportion=0.07104, over 17322.48 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.289, pruned_loss=0.05448, over 2460966.83 frames. utt_duration=1228 frames, utt_pad_proportion=0.06358, over 8022.78 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2844, pruned_loss=0.06115, over 2472492.80 frames. utt_duration=538.7 frames, utt_pad_proportion=0.07149, over 18409.75 utterances.], batch size: 123, lr: 3.17e-04
2022-08-28 07:36:29,878 INFO [train.py:927] (3/8) Epoch 12, batch 11700, giga_loss[loss=0.2182, simple_loss=0.3039, pruned_loss=0.06622, over 12270.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02909, over 42.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2901, pruned_loss=0.06228, over 2471767.01 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06565, over 17052.45 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.289, pruned_loss=0.05447, over 2461175.95 frames. utt_duration=1233 frames, utt_pad_proportion=0.06211, over 7995.50 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06285, over 2472743.92 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06695, over 18195.21 utterances.], batch size: 42, lr: 3.17e-04
2022-08-28 07:38:10,891 INFO [train.py:927] (3/8) Epoch 12, batch 11750, libri_loss[loss=0.1974, simple_loss=0.2813, pruned_loss=0.05676, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005472, over 36.00 utterances.], tot_loss[loss=0.213, simple_loss=0.296, pruned_loss=0.06503, over 2471787.42 frames. utt_duration=551.9 frames, utt_pad_proportion=0.07035, over 17964.87 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2889, pruned_loss=0.05447, over 2461748.36 frames. utt_duration=1233 frames, utt_pad_proportion=0.06131, over 7994.59 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.296, pruned_loss=0.06575, over 2472323.44 frames. utt_duration=517.9 frames, utt_pad_proportion=0.07147, over 19150.64 utterances.], batch size: 36, lr: 3.17e-04
2022-08-28 07:39:52,637 INFO [train.py:927] (3/8) Epoch 12, batch 11800, libri_loss[loss=0.2065, simple_loss=0.2987, pruned_loss=0.05712, over 12398.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008685, over 38.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2949, pruned_loss=0.06348, over 2471755.98 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06768, over 17834.24 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2891, pruned_loss=0.05466, over 2461936.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06062, over 7991.66 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2948, pruned_loss=0.06403, over 2472139.21 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06905, over 18905.52 utterances.], batch size: 38, lr: 3.17e-04
2022-08-28 07:41:36,471 INFO [train.py:927] (3/8) Epoch 12, batch 11850, giga_loss[loss=0.1785, simple_loss=0.2663, pruned_loss=0.04541, over 12328.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03425, over 58.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2951, pruned_loss=0.06269, over 2471746.15 frames. utt_duration=551.1 frames, utt_pad_proportion=0.06697, over 17990.83 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2894, pruned_loss=0.05482, over 2462239.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.05979, over 7986.87 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2949, pruned_loss=0.06313, over 2471957.52 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06843, over 19011.64 utterances.], batch size: 58, lr: 3.17e-04
2022-08-28 07:43:20,115 INFO [train.py:927] (3/8) Epoch 12, batch 11900, giga_loss[loss=0.2063, simple_loss=0.3, pruned_loss=0.05632, over 12354.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2974, pruned_loss=0.06367, over 2471715.84 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06872, over 18039.96 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.29, pruned_loss=0.05512, over 2462166.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06328, over 8052.06 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2969, pruned_loss=0.06396, over 2472185.37 frames. utt_duration=521.4 frames, utt_pad_proportion=0.0687, over 19020.86 utterances.], batch size: 70, lr: 3.17e-04
2022-08-28 07:45:05,040 INFO [train.py:927] (3/8) Epoch 12, batch 11950, giga_loss[loss=0.2624, simple_loss=0.3348, pruned_loss=0.09506, over 12355.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2988, pruned_loss=0.065, over 2471372.72 frames. utt_duration=547.7 frames, utt_pad_proportion=0.07194, over 18099.58 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2901, pruned_loss=0.05528, over 2461931.80 frames. utt_duration=1230 frames, utt_pad_proportion=0.06161, over 8013.87 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2986, pruned_loss=0.06536, over 2472231.95 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07245, over 19236.76 utterances.], batch size: 258, lr: 3.17e-04
2022-08-28 07:46:57,512 INFO [train.py:927] (3/8) Epoch 12, batch 12000, giga_loss[loss=0.2628, simple_loss=0.3334, pruned_loss=0.09615, over 12368.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09825, over 256.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3006, pruned_loss=0.06649, over 2471849.65 frames. utt_duration=538.4 frames, utt_pad_proportion=0.07171, over 18414.42 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2904, pruned_loss=0.05547, over 2462272.57 frames. utt_duration=1230 frames, utt_pad_proportion=0.06064, over 8015.60 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3004, pruned_loss=0.06684, over 2472462.97 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07251, over 19533.94 utterances.], batch size: 256, lr: 3.17e-04
2022-08-28 07:46:57,513 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 07:47:13,024 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.177, simple_loss=0.286, pruned_loss=0.03394, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 07:48:56,437 INFO [train.py:927] (3/8) Epoch 12, batch 12050, giga_loss[loss=0.2185, simple_loss=0.312, pruned_loss=0.06244, over 12393.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3014, pruned_loss=0.06615, over 2471255.54 frames. utt_duration=572 frames, utt_pad_proportion=0.06964, over 17327.37 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2901, pruned_loss=0.05544, over 2462608.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.0607, over 8023.19 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3016, pruned_loss=0.06665, over 2471617.55 frames. utt_duration=539.3 frames, utt_pad_proportion=0.07045, over 18380.91 utterances.], batch size: 62, lr: 3.17e-04
2022-08-28 07:50:39,092 INFO [train.py:927] (3/8) Epoch 12, batch 12100, giga_loss[loss=0.2355, simple_loss=0.3191, pruned_loss=0.07592, over 12385.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03066, over 62.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3013, pruned_loss=0.06633, over 2471222.30 frames. utt_duration=595.9 frames, utt_pad_proportion=0.06378, over 16630.54 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05549, over 2462112.57 frames. utt_duration=1237 frames, utt_pad_proportion=0.06001, over 7970.06 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3022, pruned_loss=0.0669, over 2472154.53 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06509, over 17718.12 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 07:52:18,313 INFO [train.py:927] (3/8) Epoch 12, batch 12150, giga_loss[loss=0.2191, simple_loss=0.2865, pruned_loss=0.07586, over 12348.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2045, over 369.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3004, pruned_loss=0.06651, over 2470745.37 frames. utt_duration=596 frames, utt_pad_proportion=0.06863, over 16623.24 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05617, over 2462584.90 frames. utt_duration=1207 frames, utt_pad_proportion=0.06977, over 8168.69 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3011, pruned_loss=0.06686, over 2471451.33 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06543, over 17713.28 utterances.], batch size: 369, lr: 3.16e-04
2022-08-28 07:53:58,180 INFO [train.py:927] (3/8) Epoch 12, batch 12200, libri_loss[loss=0.1701, simple_loss=0.2515, pruned_loss=0.04434, over 12183.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.03295, over 27.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2996, pruned_loss=0.06644, over 2470440.21 frames. utt_duration=638.3 frames, utt_pad_proportion=0.06305, over 15517.27 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.0561, over 2462281.84 frames. utt_duration=1212 frames, utt_pad_proportion=0.06897, over 8135.45 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3006, pruned_loss=0.06697, over 2471442.97 frames. utt_duration=598.5 frames, utt_pad_proportion=0.06098, over 16558.58 utterances.], batch size: 27, lr: 3.16e-04
2022-08-28 07:55:40,293 INFO [train.py:927] (3/8) Epoch 12, batch 12250, giga_loss[loss=0.1995, simple_loss=0.2947, pruned_loss=0.05212, over 12405.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05018, over 161.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3002, pruned_loss=0.06663, over 2470791.14 frames. utt_duration=617.6 frames, utt_pad_proportion=0.06174, over 16040.25 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2897, pruned_loss=0.05601, over 2462218.48 frames. utt_duration=1215 frames, utt_pad_proportion=0.06835, over 8113.57 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3013, pruned_loss=0.06728, over 2471752.28 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06046, over 16996.91 utterances.], batch size: 161, lr: 3.16e-04
2022-08-28 07:57:21,701 INFO [train.py:927] (3/8) Epoch 12, batch 12300, giga_loss[loss=0.2256, simple_loss=0.3049, pruned_loss=0.07316, over 12406.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04027, over 105.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2993, pruned_loss=0.06623, over 2470988.82 frames. utt_duration=620.9 frames, utt_pad_proportion=0.06621, over 15956.77 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.29, pruned_loss=0.05651, over 2462330.52 frames. utt_duration=1209 frames, utt_pad_proportion=0.07112, over 8157.51 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3003, pruned_loss=0.06664, over 2471934.50 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06374, over 16928.19 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 07:59:02,803 INFO [train.py:927] (3/8) Epoch 12, batch 12350, giga_loss[loss=0.1921, simple_loss=0.2777, pruned_loss=0.05325, over 12424.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06191, over 183.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2974, pruned_loss=0.06549, over 2471728.35 frames. utt_duration=610.5 frames, utt_pad_proportion=0.07046, over 16234.04 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.29, pruned_loss=0.05677, over 2462721.74 frames. utt_duration=1212 frames, utt_pad_proportion=0.06947, over 8136.61 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2984, pruned_loss=0.06586, over 2472416.17 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06887, over 17272.00 utterances.], batch size: 183, lr: 3.16e-04
2022-08-28 08:00:43,983 INFO [train.py:927] (3/8) Epoch 12, batch 12400, giga_loss[loss=0.2134, simple_loss=0.3029, pruned_loss=0.06191, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2964, pruned_loss=0.06525, over 2471775.08 frames. utt_duration=607.9 frames, utt_pad_proportion=0.06902, over 16305.19 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2907, pruned_loss=0.05741, over 2462755.85 frames. utt_duration=1208 frames, utt_pad_proportion=0.06871, over 8163.18 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2968, pruned_loss=0.06529, over 2472687.65 frames. utt_duration=568 frames, utt_pad_proportion=0.06815, over 17458.96 utterances.], batch size: 105, lr: 3.16e-04
2022-08-28 08:02:28,158 INFO [train.py:927] (3/8) Epoch 12, batch 12450, giga_loss[loss=0.1905, simple_loss=0.2741, pruned_loss=0.05344, over 12413.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.02782, over 97.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2942, pruned_loss=0.06424, over 2471045.96 frames. utt_duration=627.9 frames, utt_pad_proportion=0.07021, over 15780.10 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2914, pruned_loss=0.05809, over 2463097.20 frames. utt_duration=1185 frames, utt_pad_proportion=0.07714, over 8323.90 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2939, pruned_loss=0.06374, over 2471563.10 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06547, over 16650.19 utterances.], batch size: 97, lr: 3.16e-04
2022-08-28 08:04:10,589 INFO [train.py:927] (3/8) Epoch 12, batch 12500, giga_loss[loss=0.1854, simple_loss=0.2637, pruned_loss=0.05353, over 12229.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03086, over 39.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2909, pruned_loss=0.06237, over 2471616.38 frames. utt_duration=618.3 frames, utt_pad_proportion=0.06641, over 16027.91 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2916, pruned_loss=0.05813, over 2463187.27 frames. utt_duration=1188 frames, utt_pad_proportion=0.07625, over 8305.13 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2905, pruned_loss=0.06201, over 2472037.85 frames. utt_duration=589 frames, utt_pad_proportion=0.06321, over 16831.09 utterances.], batch size: 39, lr: 3.16e-04
2022-08-28 08:05:51,852 INFO [train.py:927] (3/8) Epoch 12, batch 12550, giga_loss[loss=0.2184, simple_loss=0.2997, pruned_loss=0.06856, over 12394.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04054, over 133.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2892, pruned_loss=0.06156, over 2470838.79 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06469, over 16392.54 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2917, pruned_loss=0.05808, over 2462934.24 frames. utt_duration=1195 frames, utt_pad_proportion=0.07459, over 8257.70 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2887, pruned_loss=0.06139, over 2471588.00 frames. utt_duration=573.5 frames, utt_pad_proportion=0.06285, over 17283.03 utterances.], batch size: 133, lr: 3.16e-04
2022-08-28 08:07:33,733 INFO [train.py:927] (3/8) Epoch 12, batch 12600, giga_loss[loss=0.1732, simple_loss=0.2581, pruned_loss=0.04418, over 12105.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03766, over 30.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2892, pruned_loss=0.0613, over 2471040.68 frames. utt_duration=608.8 frames, utt_pad_proportion=0.06488, over 16276.44 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2924, pruned_loss=0.05869, over 2463288.11 frames. utt_duration=1180 frames, utt_pad_proportion=0.07808, over 8360.10 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2881, pruned_loss=0.06078, over 2471616.94 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06179, over 17185.37 utterances.], batch size: 30, lr: 3.16e-04
2022-08-28 08:09:14,461 INFO [train.py:927] (3/8) Epoch 12, batch 12650, giga_loss[loss=0.2109, simple_loss=0.3018, pruned_loss=0.05996, over 12347.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02952, over 91.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06166, over 2471968.99 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06461, over 17459.08 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2924, pruned_loss=0.05872, over 2463197.52 frames. utt_duration=1183 frames, utt_pad_proportion=0.0775, over 8342.54 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2901, pruned_loss=0.06124, over 2472591.73 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06254, over 18278.37 utterances.], batch size: 91, lr: 3.16e-04
2022-08-28 08:10:54,737 INFO [train.py:927] (3/8) Epoch 12, batch 12700, giga_loss[loss=0.2105, simple_loss=0.2947, pruned_loss=0.06319, over 12371.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05276, over 161.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2914, pruned_loss=0.06128, over 2473028.45 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06421, over 18089.41 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2928, pruned_loss=0.05909, over 2463718.93 frames. utt_duration=1174 frames, utt_pad_proportion=0.07973, over 8406.74 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2903, pruned_loss=0.06071, over 2473270.03 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06167, over 18878.76 utterances.], batch size: 161, lr: 3.16e-04
2022-08-28 08:12:34,058 INFO [train.py:927] (3/8) Epoch 12, batch 12750, giga_loss[loss=0.19, simple_loss=0.2765, pruned_loss=0.05174, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02567, over 48.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2904, pruned_loss=0.06057, over 2472371.65 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06754, over 18182.23 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05903, over 2463679.12 frames. utt_duration=1177 frames, utt_pad_proportion=0.07887, over 8383.72 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2895, pruned_loss=0.0602, over 2472718.84 frames. utt_duration=523 frames, utt_pad_proportion=0.06572, over 18965.39 utterances.], batch size: 48, lr: 3.16e-04
2022-08-28 08:14:14,234 INFO [train.py:927] (3/8) Epoch 12, batch 12800, giga_loss[loss=0.2112, simple_loss=0.3034, pruned_loss=0.05951, over 12315.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02892, over 74.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2907, pruned_loss=0.06096, over 2472181.09 frames. utt_duration=565.3 frames, utt_pad_proportion=0.06421, over 17538.33 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2924, pruned_loss=0.05905, over 2463574.18 frames. utt_duration=1177 frames, utt_pad_proportion=0.08042, over 8383.01 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2903, pruned_loss=0.06069, over 2472862.23 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06183, over 18503.78 utterances.], batch size: 74, lr: 3.16e-04
2022-08-28 08:15:57,681 INFO [train.py:927] (3/8) Epoch 12, batch 12850, giga_loss[loss=0.2378, simple_loss=0.3117, pruned_loss=0.08197, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02902, over 45.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2926, pruned_loss=0.06166, over 2472639.35 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06183, over 17141.36 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2925, pruned_loss=0.05947, over 2463739.56 frames. utt_duration=1169 frames, utt_pad_proportion=0.0834, over 8443.21 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2923, pruned_loss=0.06117, over 2473339.56 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05847, over 18160.97 utterances.], batch size: 45, lr: 3.16e-04
2022-08-28 08:17:37,487 INFO [train.py:927] (3/8) Epoch 12, batch 12900, giga_loss[loss=0.2228, simple_loss=0.3091, pruned_loss=0.06821, over 12319.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.0343, over 51.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2928, pruned_loss=0.06123, over 2472881.53 frames. utt_duration=602 frames, utt_pad_proportion=0.0574, over 16473.42 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2925, pruned_loss=0.0597, over 2464185.71 frames. utt_duration=1173 frames, utt_pad_proportion=0.08197, over 8415.49 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2924, pruned_loss=0.06066, over 2473311.27 frames. utt_duration=564.3 frames, utt_pad_proportion=0.05514, over 17579.77 utterances.], batch size: 51, lr: 3.16e-04
2022-08-28 08:19:17,230 INFO [train.py:927] (3/8) Epoch 12, batch 12950, giga_loss[loss=0.2143, simple_loss=0.3014, pruned_loss=0.06359, over 12427.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03946, over 123.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2945, pruned_loss=0.06192, over 2473267.79 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05684, over 17019.26 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05982, over 2464251.26 frames. utt_duration=1165 frames, utt_pad_proportion=0.08487, over 8471.91 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.294, pruned_loss=0.06139, over 2473684.55 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05355, over 17957.48 utterances.], batch size: 123, lr: 3.16e-04
2022-08-28 08:20:56,117 INFO [train.py:927] (3/8) Epoch 12, batch 13000, giga_loss[loss=0.1834, simple_loss=0.2706, pruned_loss=0.04808, over 12352.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03359, over 62.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2935, pruned_loss=0.06166, over 2473533.17 frames. utt_duration=588.5 frames, utt_pad_proportion=0.05694, over 16855.94 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2934, pruned_loss=0.06011, over 2464431.88 frames. utt_duration=1170 frames, utt_pad_proportion=0.0829, over 8437.15 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2926, pruned_loss=0.06103, over 2473949.49 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05481, over 17867.30 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:22:34,123 INFO [train.py:927] (3/8) Epoch 12, batch 13050, giga_loss[loss=0.2411, simple_loss=0.3218, pruned_loss=0.08019, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2921, pruned_loss=0.06138, over 2474105.38 frames. utt_duration=579 frames, utt_pad_proportion=0.05571, over 17137.87 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2937, pruned_loss=0.06043, over 2464344.79 frames. utt_duration=1172 frames, utt_pad_proportion=0.08191, over 8420.67 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2912, pruned_loss=0.06062, over 2474622.86 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05435, over 18056.03 utterances.], batch size: 259, lr: 3.16e-04
2022-08-28 08:24:13,795 INFO [train.py:927] (3/8) Epoch 12, batch 13100, giga_loss[loss=0.2845, simple_loss=0.3537, pruned_loss=0.1076, over 12370.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09892, over 256.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2932, pruned_loss=0.06098, over 2475048.95 frames. utt_duration=560 frames, utt_pad_proportion=0.05759, over 17726.63 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2937, pruned_loss=0.0607, over 2464506.86 frames. utt_duration=1177 frames, utt_pad_proportion=0.08041, over 8385.39 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2924, pruned_loss=0.06017, over 2475537.38 frames. utt_duration=531.5 frames, utt_pad_proportion=0.05687, over 18683.00 utterances.], batch size: 256, lr: 3.16e-04
2022-08-28 08:25:52,066 INFO [train.py:927] (3/8) Epoch 12, batch 13150, giga_loss[loss=0.2259, simple_loss=0.3064, pruned_loss=0.07273, over 12387.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2922, pruned_loss=0.06146, over 2474306.25 frames. utt_duration=557.1 frames, utt_pad_proportion=0.061, over 17812.48 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2939, pruned_loss=0.061, over 2464377.11 frames. utt_duration=1181 frames, utt_pad_proportion=0.0789, over 8357.08 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2914, pruned_loss=0.06055, over 2475029.68 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06074, over 18814.45 utterances.], batch size: 182, lr: 3.16e-04
2022-08-28 08:27:32,662 INFO [train.py:927] (3/8) Epoch 12, batch 13200, giga_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06155, over 12362.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03142, over 85.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2909, pruned_loss=0.0619, over 2474446.39 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06176, over 18153.00 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2937, pruned_loss=0.06105, over 2464448.24 frames. utt_duration=1186 frames, utt_pad_proportion=0.07783, over 8322.22 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2903, pruned_loss=0.06115, over 2475120.65 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06186, over 19158.09 utterances.], batch size: 85, lr: 3.16e-04
2022-08-28 08:29:12,043 INFO [train.py:927] (3/8) Epoch 12, batch 13250, libri_loss[loss=0.1986, simple_loss=0.2775, pruned_loss=0.05987, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.008767, over 28.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2896, pruned_loss=0.06168, over 2474397.63 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05924, over 18037.88 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2938, pruned_loss=0.06128, over 2464657.17 frames. utt_duration=1190 frames, utt_pad_proportion=0.07633, over 8297.60 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.289, pruned_loss=0.06089, over 2475037.57 frames. utt_duration=518.8 frames, utt_pad_proportion=0.05988, over 19136.96 utterances.], batch size: 28, lr: 3.16e-04
2022-08-28 08:30:51,637 INFO [train.py:927] (3/8) Epoch 12, batch 13300, giga_loss[loss=0.1769, simple_loss=0.2668, pruned_loss=0.04348, over 12304.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.0297, over 74.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2857, pruned_loss=0.05974, over 2474283.26 frames. utt_duration=558.9 frames, utt_pad_proportion=0.05603, over 17755.81 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2938, pruned_loss=0.06134, over 2464577.08 frames. utt_duration=1190 frames, utt_pad_proportion=0.07599, over 8294.69 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2851, pruned_loss=0.05903, over 2474942.34 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05676, over 18708.75 utterances.], batch size: 74, lr: 3.16e-04
2022-08-28 08:32:31,988 INFO [train.py:927] (3/8) Epoch 12, batch 13350, giga_loss[loss=0.1596, simple_loss=0.2479, pruned_loss=0.03561, over 12346.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2838, pruned_loss=0.05905, over 2474579.67 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05716, over 17353.02 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2936, pruned_loss=0.06158, over 2464934.50 frames. utt_duration=1183 frames, utt_pad_proportion=0.07921, over 8345.06 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2832, pruned_loss=0.05818, over 2475142.24 frames. utt_duration=539.5 frames, utt_pad_proportion=0.05591, over 18401.04 utterances.], batch size: 62, lr: 3.16e-04
2022-08-28 08:34:13,157 INFO [train.py:927] (3/8) Epoch 12, batch 13400, giga_loss[loss=0.2139, simple_loss=0.2942, pruned_loss=0.06681, over 12402.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04207, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2857, pruned_loss=0.06004, over 2474507.72 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05896, over 17650.48 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2935, pruned_loss=0.06195, over 2465084.70 frames. utt_duration=1189 frames, utt_pad_proportion=0.07686, over 8301.18 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.285, pruned_loss=0.0589, over 2475199.11 frames. utt_duration=525.7 frames, utt_pad_proportion=0.05856, over 18888.51 utterances.], batch size: 37, lr: 3.16e-04
2022-08-28 08:35:52,420 INFO [train.py:927] (3/8) Epoch 12, batch 13450, giga_loss[loss=0.184, simple_loss=0.2777, pruned_loss=0.0452, over 12356.00 frames. utt_duration=669.6 frames, utt_pad_proportion=0.02537, over 74.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2886, pruned_loss=0.06089, over 2474381.52 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05529, over 16986.28 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2937, pruned_loss=0.06212, over 2465096.04 frames. utt_duration=1188 frames, utt_pad_proportion=0.07673, over 8311.46 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2877, pruned_loss=0.05981, over 2475032.87 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05512, over 18071.72 utterances.], batch size: 74, lr: 3.16e-04
2022-08-28 08:37:36,952 INFO [train.py:927] (3/8) Epoch 12, batch 13500, giga_loss[loss=0.3381, simple_loss=0.3808, pruned_loss=0.1477, over 12342.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2084, over 371.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2917, pruned_loss=0.06284, over 2473847.93 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05604, over 16783.33 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2936, pruned_loss=0.06235, over 2465020.60 frames. utt_duration=1192 frames, utt_pad_proportion=0.07592, over 8283.93 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.291, pruned_loss=0.06177, over 2474538.74 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05609, over 17777.48 utterances.], batch size: 371, lr: 3.16e-04
2022-08-28 08:39:20,814 INFO [train.py:927] (3/8) Epoch 12, batch 13550, giga_loss[loss=0.2811, simple_loss=0.3517, pruned_loss=0.1053, over 12368.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.2987, pruned_loss=0.06692, over 2473303.33 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05653, over 17349.06 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2946, pruned_loss=0.06265, over 2464773.82 frames. utt_duration=1194 frames, utt_pad_proportion=0.07485, over 8268.36 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2973, pruned_loss=0.06585, over 2474212.33 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05683, over 18303.05 utterances.], batch size: 183, lr: 3.16e-04
2022-08-28 08:41:01,220 INFO [train.py:927] (3/8) Epoch 12, batch 13600, giga_loss[loss=0.3133, simple_loss=0.3651, pruned_loss=0.1307, over 12367.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07517, over 212.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3058, pruned_loss=0.07164, over 2473394.40 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05512, over 17942.82 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2949, pruned_loss=0.0629, over 2464832.43 frames. utt_duration=1196 frames, utt_pad_proportion=0.07371, over 8252.77 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3045, pruned_loss=0.0707, over 2474263.06 frames. utt_duration=524.8 frames, utt_pad_proportion=0.05567, over 18912.58 utterances.], batch size: 212, lr: 3.16e-04
2022-08-28 08:42:46,140 INFO [train.py:927] (3/8) Epoch 12, batch 13650, giga_loss[loss=0.2537, simple_loss=0.3333, pruned_loss=0.08707, over 12373.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03102, over 51.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07615, over 2473752.97 frames. utt_duration=540.4 frames, utt_pad_proportion=0.0602, over 18360.00 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2947, pruned_loss=0.06291, over 2464811.72 frames. utt_duration=1200 frames, utt_pad_proportion=0.07325, over 8229.30 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3111, pruned_loss=0.07548, over 2474524.20 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06051, over 19219.16 utterances.], batch size: 51, lr: 3.16e-04
2022-08-28 08:44:29,336 INFO [train.py:927] (3/8) Epoch 12, batch 13700, giga_loss[loss=0.3367, simple_loss=0.3777, pruned_loss=0.1478, over 12342.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2072, over 370.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3161, pruned_loss=0.08027, over 2474593.02 frames. utt_duration=496 frames, utt_pad_proportion=0.07501, over 20013.82 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2954, pruned_loss=0.06359, over 2465002.38 frames. utt_duration=1190 frames, utt_pad_proportion=0.07553, over 8296.36 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3155, pruned_loss=0.07957, over 2475349.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07368, over 20974.96 utterances.], batch size: 370, lr: 3.16e-04
2022-08-28 08:46:15,554 INFO [train.py:927] (3/8) Epoch 12, batch 13750, giga_loss[loss=0.2897, simple_loss=0.3591, pruned_loss=0.1101, over 12396.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04417, over 146.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3222, pruned_loss=0.0852, over 2475116.08 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07785, over 20708.16 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2955, pruned_loss=0.06368, over 2465053.37 frames. utt_duration=1191 frames, utt_pad_proportion=0.07523, over 8292.88 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3217, pruned_loss=0.08465, over 2475707.20 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07685, over 21516.29 utterances.], batch size: 146, lr: 3.16e-04
2022-08-28 08:48:04,678 INFO [train.py:927] (3/8) Epoch 12, batch 13800, giga_loss[loss=0.2664, simple_loss=0.337, pruned_loss=0.09786, over 12319.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03503, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3239, pruned_loss=0.08734, over 2475288.94 frames. utt_duration=467.3 frames, utt_pad_proportion=0.08059, over 21255.88 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2958, pruned_loss=0.06412, over 2465332.37 frames. utt_duration=1183 frames, utt_pad_proportion=0.07754, over 8345.79 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3241, pruned_loss=0.08719, over 2475840.23 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07907, over 22238.08 utterances.], batch size: 58, lr: 3.16e-04
2022-08-28 08:49:51,995 INFO [train.py:927] (3/8) Epoch 12, batch 13850, giga_loss[loss=0.2135, simple_loss=0.3148, pruned_loss=0.05612, over 12354.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02844, over 66.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3248, pruned_loss=0.0882, over 2474965.90 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0779, over 21565.54 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2955, pruned_loss=0.06417, over 2465113.30 frames. utt_duration=1189 frames, utt_pad_proportion=0.07647, over 8306.13 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3257, pruned_loss=0.08847, over 2475793.15 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07718, over 22621.21 utterances.], batch size: 66, lr: 3.16e-04
2022-08-28 08:51:34,938 INFO [train.py:927] (3/8) Epoch 12, batch 13900, libri_loss[loss=0.2026, simple_loss=0.2817, pruned_loss=0.06173, over 12214.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007247, over 31.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3263, pruned_loss=0.08895, over 2474601.79 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07998, over 22445.94 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2956, pruned_loss=0.06435, over 2464948.83 frames. utt_duration=1195 frames, utt_pad_proportion=0.07473, over 8263.42 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3278, pruned_loss=0.08968, over 2475678.74 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07995, over 23712.98 utterances.], batch size: 31, lr: 3.16e-04
2022-08-28 08:53:17,876 INFO [train.py:927] (3/8) Epoch 12, batch 13950, giga_loss[loss=0.2517, simple_loss=0.3368, pruned_loss=0.08327, over 12436.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04144, over 146.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.326, pruned_loss=0.08811, over 2475040.73 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0788, over 22829.38 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2959, pruned_loss=0.06455, over 2465115.60 frames. utt_duration=1197 frames, utt_pad_proportion=0.0736, over 8248.22 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3275, pruned_loss=0.08894, over 2475928.87 frames. utt_duration=412.3 frames, utt_pad_proportion=0.0792, over 24106.29 utterances.], batch size: 146, lr: 3.16e-04
2022-08-28 08:55:09,228 INFO [train.py:927] (3/8) Epoch 12, batch 14000, giga_loss[loss=0.2262, simple_loss=0.3151, pruned_loss=0.06861, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.323, pruned_loss=0.08469, over 2474244.66 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07493, over 22442.39 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2959, pruned_loss=0.06462, over 2464905.85 frames. utt_duration=1200 frames, utt_pad_proportion=0.07279, over 8226.62 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3245, pruned_loss=0.08558, over 2475285.18 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07571, over 23677.34 utterances.], batch size: 146, lr: 3.16e-04
2022-08-28 08:56:54,816 INFO [train.py:927] (3/8) Epoch 12, batch 14050, giga_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07622, over 12157.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.0405, over 33.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3191, pruned_loss=0.08209, over 2473858.97 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07417, over 21187.69 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2959, pruned_loss=0.06491, over 2464929.73 frames. utt_duration=1202 frames, utt_pad_proportion=0.07143, over 8215.34 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3213, pruned_loss=0.0833, over 2475082.38 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0753, over 22747.24 utterances.], batch size: 33, lr: 3.15e-04
2022-08-28 08:58:41,021 INFO [train.py:927] (3/8) Epoch 12, batch 14100, giga_loss[loss=0.2424, simple_loss=0.3314, pruned_loss=0.07669, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05046, over 34.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3181, pruned_loss=0.08185, over 2473887.06 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07604, over 21463.20 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2954, pruned_loss=0.06475, over 2464451.19 frames. utt_duration=1206 frames, utt_pad_proportion=0.07072, over 8184.27 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3206, pruned_loss=0.08316, over 2475374.58 frames. utt_duration=434 frames, utt_pad_proportion=0.07704, over 22889.88 utterances.], batch size: 34, lr: 3.15e-04
2022-08-28 09:00:32,187 INFO [train.py:927] (3/8) Epoch 12, batch 14150, giga_loss[loss=0.2623, simple_loss=0.3461, pruned_loss=0.08926, over 12345.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3169, pruned_loss=0.07944, over 2473522.82 frames. utt_duration=480.3 frames, utt_pad_proportion=0.07164, over 20660.05 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2952, pruned_loss=0.06466, over 2464459.74 frames. utt_duration=1207 frames, utt_pad_proportion=0.07047, over 8180.35 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3195, pruned_loss=0.08084, over 2474848.82 frames. utt_duration=451 frames, utt_pad_proportion=0.07285, over 22020.20 utterances.], batch size: 97, lr: 3.15e-04
2022-08-28 09:02:18,126 INFO [train.py:927] (3/8) Epoch 12, batch 14200, giga_loss[loss=0.1998, simple_loss=0.2918, pruned_loss=0.05385, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03337, over 40.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3166, pruned_loss=0.07768, over 2474041.81 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06743, over 19954.82 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2949, pruned_loss=0.06462, over 2464351.47 frames. utt_duration=1212 frames, utt_pad_proportion=0.06905, over 8140.67 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3194, pruned_loss=0.0792, over 2475436.26 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06916, over 21403.25 utterances.], batch size: 40, lr: 3.15e-04
2022-08-28 09:04:03,498 INFO [train.py:927] (3/8) Epoch 12, batch 14250, giga_loss[loss=0.2831, simple_loss=0.352, pruned_loss=0.1072, over 12443.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03663, over 133.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3149, pruned_loss=0.07745, over 2473233.59 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07332, over 20116.96 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2943, pruned_loss=0.06449, over 2463850.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.06816, over 8104.28 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3184, pruned_loss=0.07918, over 2475088.43 frames. utt_duration=458 frames, utt_pad_proportion=0.07457, over 21684.37 utterances.], batch size: 133, lr: 3.15e-04
2022-08-28 09:05:48,146 INFO [train.py:927] (3/8) Epoch 12, batch 14300, giga_loss[loss=0.2195, simple_loss=0.2972, pruned_loss=0.07089, over 12427.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03663, over 105.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07669, over 2473217.87 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07533, over 19485.63 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.294, pruned_loss=0.06446, over 2463910.44 frames. utt_duration=1223 frames, utt_pad_proportion=0.06722, over 8069.50 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3156, pruned_loss=0.07833, over 2474793.37 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07654, over 20968.78 utterances.], batch size: 105, lr: 3.15e-04
2022-08-28 09:07:36,176 INFO [train.py:927] (3/8) Epoch 12, batch 14350, giga_loss[loss=0.2299, simple_loss=0.3165, pruned_loss=0.07165, over 12442.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0224, over 48.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3119, pruned_loss=0.0759, over 2473360.24 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07359, over 19727.72 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2938, pruned_loss=0.06456, over 2463649.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06626, over 8044.29 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3151, pruned_loss=0.07733, over 2475032.26 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07504, over 21145.48 utterances.], batch size: 48, lr: 3.15e-04
2022-08-28 09:09:22,222 INFO [train.py:927] (3/8) Epoch 12, batch 14400, giga_loss[loss=0.2432, simple_loss=0.3228, pruned_loss=0.08174, over 12311.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.03285, over 28.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3119, pruned_loss=0.07608, over 2473558.98 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07552, over 20156.83 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.294, pruned_loss=0.0649, over 2463487.32 frames. utt_duration=1231 frames, utt_pad_proportion=0.06489, over 8013.25 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3149, pruned_loss=0.07727, over 2475341.53 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07706, over 21691.29 utterances.], batch size: 28, lr: 3.15e-04
2022-08-28 09:11:06,060 INFO [train.py:927] (3/8) Epoch 12, batch 14450, giga_loss[loss=0.2437, simple_loss=0.3278, pruned_loss=0.07975, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02954, over 91.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07589, over 2473581.19 frames. utt_duration=504.4 frames, utt_pad_proportion=0.0712, over 19671.04 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2943, pruned_loss=0.06524, over 2463650.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.06274, over 7987.15 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3137, pruned_loss=0.07709, over 2475374.87 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07366, over 21511.57 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:12:48,499 INFO [train.py:927] (3/8) Epoch 12, batch 14500, libri_loss[loss=0.1618, simple_loss=0.2445, pruned_loss=0.03955, over 12272.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.03688, over 27.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07506, over 2474173.37 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06534, over 19130.09 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2939, pruned_loss=0.06512, over 2463893.70 frames. utt_duration=1240 frames, utt_pad_proportion=0.06201, over 7959.56 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3121, pruned_loss=0.07633, over 2475566.93 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06807, over 20837.21 utterances.], batch size: 27, lr: 3.15e-04
2022-08-28 09:14:31,857 INFO [train.py:927] (3/8) Epoch 12, batch 14550, giga_loss[loss=0.2205, simple_loss=0.294, pruned_loss=0.07346, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03278, over 36.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07499, over 2474226.40 frames. utt_duration=511 frames, utt_pad_proportion=0.06789, over 19421.87 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2942, pruned_loss=0.06536, over 2463931.29 frames. utt_duration=1230 frames, utt_pad_proportion=0.06598, over 8025.20 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3106, pruned_loss=0.07597, over 2475485.91 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06872, over 20925.19 utterances.], batch size: 36, lr: 3.15e-04
2022-08-28 09:16:18,333 INFO [train.py:927] (3/8) Epoch 12, batch 14600, giga_loss[loss=0.2397, simple_loss=0.3243, pruned_loss=0.07754, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03521, over 86.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3087, pruned_loss=0.07531, over 2473856.35 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06689, over 19293.16 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2947, pruned_loss=0.06553, over 2464024.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.06865, over 8098.93 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.07622, over 2475076.29 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06671, over 20740.66 utterances.], batch size: 86, lr: 3.15e-04
2022-08-28 09:18:03,164 INFO [train.py:927] (3/8) Epoch 12, batch 14650, giga_loss[loss=0.2271, simple_loss=0.3137, pruned_loss=0.07029, over 12338.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3084, pruned_loss=0.07484, over 2473938.89 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07242, over 19801.94 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2944, pruned_loss=0.06553, over 2464111.24 frames. utt_duration=1219 frames, utt_pad_proportion=0.06778, over 8096.94 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3106, pruned_loss=0.07585, over 2475131.37 frames. utt_duration=466 frames, utt_pad_proportion=0.0722, over 21312.02 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:19:50,984 INFO [train.py:927] (3/8) Epoch 12, batch 14700, giga_loss[loss=0.2633, simple_loss=0.326, pruned_loss=0.1004, over 12240.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02965, over 42.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3081, pruned_loss=0.07455, over 2473164.37 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07305, over 19603.69 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.294, pruned_loss=0.06532, over 2464089.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.06654, over 8067.69 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3106, pruned_loss=0.07576, over 2474348.61 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07332, over 21099.85 utterances.], batch size: 42, lr: 3.15e-04
2022-08-28 09:21:36,783 INFO [train.py:927] (3/8) Epoch 12, batch 14750, giga_loss[loss=0.2335, simple_loss=0.3113, pruned_loss=0.07786, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03171, over 58.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3104, pruned_loss=0.07666, over 2473779.30 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07159, over 20222.43 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2939, pruned_loss=0.06529, over 2463936.19 frames. utt_duration=1226 frames, utt_pad_proportion=0.06577, over 8049.78 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3126, pruned_loss=0.07777, over 2474961.78 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07216, over 21575.30 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 09:23:20,562 INFO [train.py:927] (3/8) Epoch 12, batch 14800, giga_loss[loss=0.2395, simple_loss=0.3174, pruned_loss=0.08081, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05308, over 161.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3129, pruned_loss=0.07953, over 2474858.34 frames. utt_duration=475 frames, utt_pad_proportion=0.07332, over 20905.37 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2942, pruned_loss=0.06561, over 2464526.54 frames. utt_duration=1214 frames, utt_pad_proportion=0.06893, over 8131.26 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3148, pruned_loss=0.08048, over 2475553.34 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07268, over 22260.57 utterances.], batch size: 161, lr: 3.15e-04
2022-08-28 09:25:06,670 INFO [train.py:927] (3/8) Epoch 12, batch 14850, giga_loss[loss=0.1984, simple_loss=0.2893, pruned_loss=0.05382, over 12415.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02756, over 58.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3138, pruned_loss=0.08011, over 2475129.35 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07567, over 21231.25 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2945, pruned_loss=0.06592, over 2464355.23 frames. utt_duration=1218 frames, utt_pad_proportion=0.06821, over 8105.44 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3154, pruned_loss=0.0808, over 2475970.45 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07533, over 22501.97 utterances.], batch size: 58, lr: 3.15e-04
2022-08-28 09:26:49,478 INFO [train.py:927] (3/8) Epoch 12, batch 14900, giga_loss[loss=0.2378, simple_loss=0.3294, pruned_loss=0.07305, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0453, over 31.00 utterances.], tot_loss[loss=0.234, simple_loss=0.312, pruned_loss=0.07798, over 2474094.46 frames. utt_duration=477 frames, utt_pad_proportion=0.07357, over 20812.31 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.294, pruned_loss=0.0658, over 2463896.90 frames. utt_duration=1225 frames, utt_pad_proportion=0.06653, over 8057.00 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.07912, over 2475597.37 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07401, over 22347.03 utterances.], batch size: 31, lr: 3.15e-04
2022-08-28 09:28:37,409 INFO [train.py:927] (3/8) Epoch 12, batch 14950, giga_loss[loss=0.2338, simple_loss=0.3079, pruned_loss=0.07986, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03573, over 37.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3097, pruned_loss=0.07718, over 2474218.42 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07324, over 20157.81 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2938, pruned_loss=0.06579, over 2464098.70 frames. utt_duration=1227 frames, utt_pad_proportion=0.06566, over 8040.06 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3121, pruned_loss=0.0783, over 2475413.01 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07394, over 21618.71 utterances.], batch size: 37, lr: 3.15e-04
2022-08-28 09:30:19,549 INFO [train.py:927] (3/8) Epoch 12, batch 15000, giga_loss[loss=0.2588, simple_loss=0.3327, pruned_loss=0.09241, over 12412.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03962, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3106, pruned_loss=0.07778, over 2474543.55 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07199, over 19970.30 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2938, pruned_loss=0.06575, over 2464199.43 frames. utt_duration=1232 frames, utt_pad_proportion=0.06469, over 8012.50 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3128, pruned_loss=0.07891, over 2475572.70 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07302, over 21379.41 utterances.], batch size: 105, lr: 3.15e-04
2022-08-28 09:30:19,550 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 09:30:34,191 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.1736, simple_loss=0.2846, pruned_loss=0.03128, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 09:32:17,438 INFO [train.py:927] (3/8) Epoch 12, batch 15050, giga_loss[loss=0.2386, simple_loss=0.3314, pruned_loss=0.07286, over 12382.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03091, over 104.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3139, pruned_loss=0.07755, over 2474669.68 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07336, over 20149.50 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2937, pruned_loss=0.06565, over 2464684.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.06328, over 7973.65 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3163, pruned_loss=0.0789, over 2475327.35 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07468, over 21658.85 utterances.], batch size: 104, lr: 3.15e-04
2022-08-28 09:33:59,187 INFO [train.py:927] (3/8) Epoch 12, batch 15100, giga_loss[loss=0.2693, simple_loss=0.3292, pruned_loss=0.1047, over 12348.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3148, pruned_loss=0.07818, over 2474642.58 frames. utt_duration=475.9 frames, utt_pad_proportion=0.08138, over 20861.55 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2937, pruned_loss=0.06572, over 2464806.82 frames. utt_duration=1237 frames, utt_pad_proportion=0.06308, over 7981.07 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3171, pruned_loss=0.07938, over 2475230.82 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08204, over 22256.47 utterances.], batch size: 363, lr: 3.15e-04
2022-08-28 09:35:45,385 INFO [train.py:927] (3/8) Epoch 12, batch 15150, giga_loss[loss=0.2746, simple_loss=0.3408, pruned_loss=0.1042, over 12444.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04094, over 146.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3145, pruned_loss=0.07877, over 2474623.79 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07998, over 20267.27 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2933, pruned_loss=0.06565, over 2464695.89 frames. utt_duration=1243 frames, utt_pad_proportion=0.06195, over 7942.86 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.0801, over 2475424.21 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0811, over 21697.37 utterances.], batch size: 146, lr: 3.15e-04
2022-08-28 09:37:29,093 INFO [train.py:927] (3/8) Epoch 12, batch 15200, giga_loss[loss=0.2376, simple_loss=0.3125, pruned_loss=0.08136, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03399, over 80.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3122, pruned_loss=0.07824, over 2474723.81 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07983, over 20020.23 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2933, pruned_loss=0.06576, over 2465063.75 frames. utt_duration=1244 frames, utt_pad_proportion=0.06111, over 7933.16 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07944, over 2475213.18 frames. utt_duration=464.4 frames, utt_pad_proportion=0.08115, over 21387.90 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 09:39:10,947 INFO [train.py:927] (3/8) Epoch 12, batch 15250, giga_loss[loss=0.2301, simple_loss=0.3082, pruned_loss=0.07595, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3112, pruned_loss=0.07801, over 2474833.59 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07791, over 19366.32 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2936, pruned_loss=0.06593, over 2465324.99 frames. utt_duration=1248 frames, utt_pad_proportion=0.05971, over 7910.38 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3135, pruned_loss=0.07918, over 2475284.69 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07976, over 20802.53 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 09:40:54,175 INFO [train.py:927] (3/8) Epoch 12, batch 15300, giga_loss[loss=0.2233, simple_loss=0.2956, pruned_loss=0.07551, over 12376.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05128, over 34.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3103, pruned_loss=0.07818, over 2475026.89 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07875, over 19538.97 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2934, pruned_loss=0.06596, over 2465543.71 frames. utt_duration=1238 frames, utt_pad_proportion=0.06326, over 7978.21 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.313, pruned_loss=0.07958, over 2475565.03 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07919, over 21120.44 utterances.], batch size: 34, lr: 3.15e-04
2022-08-28 09:42:36,472 INFO [train.py:927] (3/8) Epoch 12, batch 15350, giga_loss[loss=0.2201, simple_loss=0.3019, pruned_loss=0.06909, over 12396.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3095, pruned_loss=0.07798, over 2474592.90 frames. utt_duration=501.8 frames, utt_pad_proportion=0.0815, over 19785.23 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2937, pruned_loss=0.06627, over 2465871.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06537, over 8032.61 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.312, pruned_loss=0.0793, over 2475083.16 frames. utt_duration=463 frames, utt_pad_proportion=0.08134, over 21448.83 utterances.], batch size: 91, lr: 3.15e-04
2022-08-28 09:44:18,589 INFO [train.py:927] (3/8) Epoch 12, batch 15400, libri_loss[loss=0.2302, simple_loss=0.3123, pruned_loss=0.07404, over 12235.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005984, over 34.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3118, pruned_loss=0.07908, over 2474941.86 frames. utt_duration=496.3 frames, utt_pad_proportion=0.0802, over 20005.13 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2937, pruned_loss=0.06636, over 2466089.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06428, over 8021.77 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08046, over 2475432.83 frames. utt_duration=457 frames, utt_pad_proportion=0.08068, over 21734.96 utterances.], batch size: 34, lr: 3.15e-04
2022-08-28 09:46:01,542 INFO [train.py:927] (3/8) Epoch 12, batch 15450, libri_loss[loss=0.1527, simple_loss=0.2249, pruned_loss=0.04028, over 12284.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009885, over 28.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3116, pruned_loss=0.07906, over 2474774.61 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07811, over 19436.16 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2934, pruned_loss=0.06627, over 2466035.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06269, over 7978.61 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3147, pruned_loss=0.08074, over 2475583.46 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07942, over 21312.49 utterances.], batch size: 28, lr: 3.15e-04
2022-08-28 09:47:45,707 INFO [train.py:927] (3/8) Epoch 12, batch 15500, giga_loss[loss=0.2437, simple_loss=0.329, pruned_loss=0.07922, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05593, over 162.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.07759, over 2475232.92 frames. utt_duration=513.4 frames, utt_pad_proportion=0.07576, over 19341.57 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.293, pruned_loss=0.06631, over 2466239.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.06208, over 7961.95 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07905, over 2475804.72 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07727, over 21004.47 utterances.], batch size: 162, lr: 3.15e-04
2022-08-28 09:49:28,449 INFO [train.py:927] (3/8) Epoch 12, batch 15550, giga_loss[loss=0.2704, simple_loss=0.3385, pruned_loss=0.1012, over 12424.00 frames. utt_duration=306.2 frames, utt_pad_proportion=0.06065, over 163.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3161, pruned_loss=0.07849, over 2475399.35 frames. utt_duration=515.1 frames, utt_pad_proportion=0.0719, over 19277.30 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2929, pruned_loss=0.06626, over 2466272.94 frames. utt_duration=1242 frames, utt_pad_proportion=0.06144, over 7949.60 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3188, pruned_loss=0.07983, over 2475953.49 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07364, over 20748.23 utterances.], batch size: 163, lr: 3.15e-04
2022-08-28 09:51:11,612 INFO [train.py:927] (3/8) Epoch 12, batch 15600, giga_loss[loss=0.2432, simple_loss=0.3246, pruned_loss=0.08093, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03524, over 113.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3167, pruned_loss=0.08021, over 2474224.96 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07049, over 18982.24 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2926, pruned_loss=0.06634, over 2465857.67 frames. utt_duration=1253 frames, utt_pad_proportion=0.05907, over 7881.87 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3205, pruned_loss=0.08195, over 2475500.08 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07301, over 20834.26 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 09:52:56,043 INFO [train.py:927] (3/8) Epoch 12, batch 15650, giga_loss[loss=0.1927, simple_loss=0.2888, pruned_loss=0.04832, over 12246.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03768, over 28.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3161, pruned_loss=0.08013, over 2474193.37 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07765, over 20072.59 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2926, pruned_loss=0.0664, over 2465992.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.0578, over 7867.27 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3199, pruned_loss=0.0819, over 2475376.62 frames. utt_duration=453 frames, utt_pad_proportion=0.07956, over 21928.67 utterances.], batch size: 28, lr: 3.15e-04
2022-08-28 09:54:36,335 INFO [train.py:927] (3/8) Epoch 12, batch 15700, giga_loss[loss=0.2183, simple_loss=0.3088, pruned_loss=0.06386, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04004, over 31.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3157, pruned_loss=0.07814, over 2473785.65 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07585, over 19545.92 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06639, over 2465959.11 frames. utt_duration=1257 frames, utt_pad_proportion=0.05741, over 7855.78 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3195, pruned_loss=0.07993, over 2474965.07 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07785, over 21376.73 utterances.], batch size: 31, lr: 3.15e-04
2022-08-28 09:56:17,212 INFO [train.py:927] (3/8) Epoch 12, batch 15750, giga_loss[loss=0.2724, simple_loss=0.3257, pruned_loss=0.1095, over 12357.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.317, pruned_loss=0.07879, over 2474297.92 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07716, over 20006.43 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2927, pruned_loss=0.06645, over 2466200.07 frames. utt_duration=1261 frames, utt_pad_proportion=0.05615, over 7834.31 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3206, pruned_loss=0.08051, over 2475265.09 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07916, over 21820.59 utterances.], batch size: 370, lr: 3.15e-04
2022-08-28 09:57:59,231 INFO [train.py:927] (3/8) Epoch 12, batch 15800, giga_loss[loss=0.2354, simple_loss=0.3084, pruned_loss=0.08123, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3161, pruned_loss=0.07873, over 2474802.96 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07598, over 20231.47 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2928, pruned_loss=0.06647, over 2466262.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05554, over 7828.86 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3192, pruned_loss=0.08024, over 2475607.08 frames. utt_duration=455 frames, utt_pad_proportion=0.07794, over 21837.06 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 09:59:40,624 INFO [train.py:927] (3/8) Epoch 12, batch 15850, giga_loss[loss=0.2289, simple_loss=0.3136, pruned_loss=0.07209, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.02867, over 80.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3149, pruned_loss=0.07864, over 2475130.89 frames. utt_duration=479.6 frames, utt_pad_proportion=0.08053, over 20707.07 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2934, pruned_loss=0.06692, over 2466463.94 frames. utt_duration=1261 frames, utt_pad_proportion=0.05478, over 7831.24 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3173, pruned_loss=0.07972, over 2475779.47 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08219, over 22260.80 utterances.], batch size: 80, lr: 3.15e-04
2022-08-28 10:01:23,301 INFO [train.py:927] (3/8) Epoch 12, batch 15900, giga_loss[loss=0.2354, simple_loss=0.3094, pruned_loss=0.0807, over 12392.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02653, over 70.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3147, pruned_loss=0.07899, over 2475302.89 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07599, over 20728.11 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2935, pruned_loss=0.06684, over 2466416.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05416, over 7814.85 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3168, pruned_loss=0.08008, over 2475966.53 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07789, over 22146.16 utterances.], batch size: 70, lr: 3.15e-04
2022-08-28 10:03:01,914 INFO [train.py:927] (3/8) Epoch 12, batch 15950, giga_loss[loss=0.1977, simple_loss=0.2992, pruned_loss=0.04808, over 12388.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03884, over 113.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07669, over 2475231.74 frames. utt_duration=463 frames, utt_pad_proportion=0.07838, over 21454.88 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2935, pruned_loss=0.06681, over 2466582.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05305, over 7804.43 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3144, pruned_loss=0.07794, over 2475865.96 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08031, over 23009.12 utterances.], batch size: 113, lr: 3.15e-04
2022-08-28 10:04:53,094 INFO [train.py:927] (3/8) Epoch 12, batch 16000, giga_loss[loss=0.2129, simple_loss=0.302, pruned_loss=0.06193, over 12456.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03068, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3109, pruned_loss=0.07609, over 2475887.05 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07606, over 21677.19 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2937, pruned_loss=0.06692, over 2466764.07 frames. utt_duration=1267 frames, utt_pad_proportion=0.05263, over 7797.42 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3127, pruned_loss=0.07705, over 2476297.40 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0779, over 23034.58 utterances.], batch size: 75, lr: 3.14e-04
2022-08-28 10:06:40,151 INFO [train.py:927] (3/8) Epoch 12, batch 16050, giga_loss[loss=0.2079, simple_loss=0.2948, pruned_loss=0.06052, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03787, over 40.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3076, pruned_loss=0.07503, over 2475097.13 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07645, over 21556.19 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2932, pruned_loss=0.06678, over 2466388.90 frames. utt_duration=1271 frames, utt_pad_proportion=0.05225, over 7768.58 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07604, over 2475849.46 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0781, over 22833.47 utterances.], batch size: 40, lr: 3.14e-04
2022-08-28 10:08:23,538 INFO [train.py:927] (3/8) Epoch 12, batch 16100, giga_loss[loss=0.1924, simple_loss=0.2704, pruned_loss=0.05727, over 12124.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04582, over 28.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3092, pruned_loss=0.07522, over 2475197.57 frames. utt_duration=478 frames, utt_pad_proportion=0.07108, over 20776.03 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2932, pruned_loss=0.06677, over 2466396.36 frames. utt_duration=1269 frames, utt_pad_proportion=0.05272, over 7784.77 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.311, pruned_loss=0.07611, over 2475881.30 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07262, over 21893.54 utterances.], batch size: 28, lr: 3.14e-04
2022-08-28 10:10:07,401 INFO [train.py:927] (3/8) Epoch 12, batch 16150, giga_loss[loss=0.2153, simple_loss=0.2999, pruned_loss=0.06531, over 12368.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.0313, over 58.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3095, pruned_loss=0.07556, over 2474737.53 frames. utt_duration=482 frames, utt_pad_proportion=0.07087, over 20599.85 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2931, pruned_loss=0.06658, over 2466215.90 frames. utt_duration=1272 frames, utt_pad_proportion=0.05165, over 7765.50 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3115, pruned_loss=0.07667, over 2475644.00 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07263, over 21856.34 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 10:11:54,687 INFO [train.py:927] (3/8) Epoch 12, batch 16200, giga_loss[loss=0.2054, simple_loss=0.2955, pruned_loss=0.05768, over 12481.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04395, over 34.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3104, pruned_loss=0.07609, over 2474477.98 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07073, over 19995.46 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06664, over 2466264.07 frames. utt_duration=1271 frames, utt_pad_proportion=0.05127, over 7767.85 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3117, pruned_loss=0.07699, over 2475216.58 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07239, over 21098.50 utterances.], batch size: 34, lr: 3.14e-04
2022-08-28 10:13:39,755 INFO [train.py:927] (3/8) Epoch 12, batch 16250, giga_loss[loss=0.2549, simple_loss=0.3339, pruned_loss=0.08798, over 12470.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0312, over 86.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3125, pruned_loss=0.07819, over 2474570.30 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07313, over 20653.21 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2935, pruned_loss=0.06671, over 2465938.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05006, over 7737.56 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3141, pruned_loss=0.07918, over 2475732.52 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07488, over 21973.41 utterances.], batch size: 86, lr: 3.14e-04
2022-08-28 10:15:27,945 INFO [train.py:927] (3/8) Epoch 12, batch 16300, libri_loss[loss=0.2347, simple_loss=0.3147, pruned_loss=0.07736, over 12290.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007304, over 35.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3143, pruned_loss=0.07968, over 2474951.91 frames. utt_duration=468 frames, utt_pad_proportion=0.07763, over 21220.62 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2932, pruned_loss=0.0666, over 2465919.28 frames. utt_duration=1281 frames, utt_pad_proportion=0.04915, over 7708.41 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3163, pruned_loss=0.08084, over 2476104.96 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07919, over 22594.27 utterances.], batch size: 35, lr: 3.14e-04
2022-08-28 10:17:12,120 INFO [train.py:927] (3/8) Epoch 12, batch 16350, giga_loss[loss=0.22, simple_loss=0.2961, pruned_loss=0.07193, over 12332.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3149, pruned_loss=0.08002, over 2475389.85 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07961, over 21903.84 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2933, pruned_loss=0.06691, over 2466214.42 frames. utt_duration=1280 frames, utt_pad_proportion=0.04923, over 7715.26 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3167, pruned_loss=0.08088, over 2476214.74 frames. utt_duration=427.7 frames, utt_pad_proportion=0.0809, over 23234.49 utterances.], batch size: 85, lr: 3.14e-04
2022-08-28 10:18:58,925 INFO [train.py:927] (3/8) Epoch 12, batch 16400, giga_loss[loss=0.2454, simple_loss=0.3264, pruned_loss=0.08219, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3142, pruned_loss=0.08023, over 2475190.67 frames. utt_duration=440.8 frames, utt_pad_proportion=0.0831, over 22532.53 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2935, pruned_loss=0.06691, over 2466387.97 frames. utt_duration=1281 frames, utt_pad_proportion=0.04869, over 7709.55 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3158, pruned_loss=0.0811, over 2475810.89 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08421, over 23785.10 utterances.], batch size: 161, lr: 3.14e-04
2022-08-28 10:20:40,269 INFO [train.py:927] (3/8) Epoch 12, batch 16450, giga_loss[loss=0.2341, simple_loss=0.3079, pruned_loss=0.08013, over 12455.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03436, over 98.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3122, pruned_loss=0.0795, over 2475320.07 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08105, over 21818.84 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2934, pruned_loss=0.06692, over 2466693.98 frames. utt_duration=1285 frames, utt_pad_proportion=0.04728, over 7686.21 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3144, pruned_loss=0.08074, over 2475890.55 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08289, over 23451.79 utterances.], batch size: 98, lr: 3.14e-04
2022-08-28 10:22:23,168 INFO [train.py:927] (3/8) Epoch 12, batch 16500, giga_loss[loss=0.2469, simple_loss=0.3219, pruned_loss=0.086, over 12375.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04019, over 113.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3128, pruned_loss=0.08023, over 2475242.87 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08437, over 22293.54 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2934, pruned_loss=0.06696, over 2466815.96 frames. utt_duration=1286 frames, utt_pad_proportion=0.04698, over 7679.33 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3147, pruned_loss=0.08129, over 2475654.81 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08581, over 23726.77 utterances.], batch size: 113, lr: 3.14e-04
2022-08-28 10:24:05,931 INFO [train.py:927] (3/8) Epoch 12, batch 16550, giga_loss[loss=0.2901, simple_loss=0.3383, pruned_loss=0.121, over 12339.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3126, pruned_loss=0.08019, over 2475040.03 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0817, over 21715.89 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06681, over 2466609.58 frames. utt_duration=1288 frames, utt_pad_proportion=0.04619, over 7667.09 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.315, pruned_loss=0.08155, over 2475782.59 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08355, over 23266.75 utterances.], batch size: 374, lr: 3.14e-04
2022-08-28 10:25:47,543 INFO [train.py:927] (3/8) Epoch 12, batch 16600, giga_loss[loss=0.2612, simple_loss=0.3293, pruned_loss=0.09655, over 12423.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03901, over 123.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3125, pruned_loss=0.08001, over 2474567.20 frames. utt_duration=469.6 frames, utt_pad_proportion=0.08084, over 21144.07 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2932, pruned_loss=0.06688, over 2466791.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.04608, over 7678.80 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3148, pruned_loss=0.08139, over 2475214.10 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08275, over 22741.23 utterances.], batch size: 123, lr: 3.14e-04
2022-08-28 10:27:30,776 INFO [train.py:927] (3/8) Epoch 12, batch 16650, libri_loss[loss=0.2396, simple_loss=0.3156, pruned_loss=0.08182, over 12311.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006128, over 36.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3129, pruned_loss=0.08021, over 2474626.46 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08625, over 21814.72 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2939, pruned_loss=0.06729, over 2466922.72 frames. utt_duration=1275 frames, utt_pad_proportion=0.04957, over 7751.08 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3145, pruned_loss=0.08124, over 2475207.53 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08676, over 23359.49 utterances.], batch size: 36, lr: 3.14e-04
2022-08-28 10:29:16,654 INFO [train.py:927] (3/8) Epoch 12, batch 16700, giga_loss[loss=0.2268, simple_loss=0.3177, pruned_loss=0.06796, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3149, pruned_loss=0.08141, over 2474587.75 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08688, over 22374.50 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2943, pruned_loss=0.06742, over 2467428.44 frames. utt_duration=1263 frames, utt_pad_proportion=0.05338, over 7824.99 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3163, pruned_loss=0.08242, over 2474775.38 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08639, over 23867.37 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 10:31:00,744 INFO [train.py:927] (3/8) Epoch 12, batch 16750, giga_loss[loss=0.3117, simple_loss=0.3555, pruned_loss=0.1339, over 12337.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3171, pruned_loss=0.08324, over 2474284.63 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08641, over 22337.34 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06775, over 2467556.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.05275, over 7830.44 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3181, pruned_loss=0.08399, over 2474451.03 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08639, over 23772.12 utterances.], batch size: 368, lr: 3.14e-04
2022-08-28 10:32:41,961 INFO [train.py:927] (3/8) Epoch 12, batch 16800, libri_loss[loss=0.1869, simple_loss=0.2622, pruned_loss=0.05577, over 12197.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007963, over 30.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3175, pruned_loss=0.08367, over 2474305.09 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08337, over 22251.69 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2948, pruned_loss=0.06784, over 2467788.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05174, over 7808.61 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3191, pruned_loss=0.08468, over 2474472.18 frames. utt_duration=416 frames, utt_pad_proportion=0.08411, over 23879.95 utterances.], batch size: 30, lr: 3.14e-04
2022-08-28 10:34:24,282 INFO [train.py:927] (3/8) Epoch 12, batch 16850, giga_loss[loss=0.2236, simple_loss=0.3047, pruned_loss=0.0712, over 12325.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03478, over 51.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3158, pruned_loss=0.08154, over 2474416.62 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07772, over 20746.81 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2943, pruned_loss=0.06766, over 2467571.62 frames. utt_duration=1267 frames, utt_pad_proportion=0.05081, over 7798.40 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3181, pruned_loss=0.08294, over 2474953.68 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07928, over 22437.36 utterances.], batch size: 51, lr: 3.14e-04
2022-08-28 10:36:05,296 INFO [train.py:927] (3/8) Epoch 12, batch 16900, giga_loss[loss=0.2475, simple_loss=0.3275, pruned_loss=0.08376, over 12388.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.04137, over 105.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3149, pruned_loss=0.08069, over 2474159.77 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07456, over 20562.30 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06767, over 2467522.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.0504, over 7798.53 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.317, pruned_loss=0.08201, over 2474739.57 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0763, over 22116.49 utterances.], batch size: 105, lr: 3.14e-04
2022-08-28 10:37:49,755 INFO [train.py:927] (3/8) Epoch 12, batch 16950, giga_loss[loss=0.2705, simple_loss=0.3306, pruned_loss=0.1052, over 12358.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1991, over 367.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3146, pruned_loss=0.08021, over 2474881.73 frames. utt_duration=479 frames, utt_pad_proportion=0.07441, over 20731.15 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2937, pruned_loss=0.06733, over 2467355.79 frames. utt_duration=1274 frames, utt_pad_proportion=0.04958, over 7753.06 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3174, pruned_loss=0.08186, over 2475671.21 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07615, over 22304.61 utterances.], batch size: 367, lr: 3.14e-04
2022-08-28 10:39:35,087 INFO [train.py:927] (3/8) Epoch 12, batch 17000, giga_loss[loss=0.2186, simple_loss=0.3104, pruned_loss=0.06341, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04661, over 34.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3146, pruned_loss=0.0807, over 2474963.27 frames. utt_duration=490 frames, utt_pad_proportion=0.07488, over 20263.25 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2939, pruned_loss=0.06744, over 2467731.49 frames. utt_duration=1263 frames, utt_pad_proportion=0.05334, over 7822.25 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3172, pruned_loss=0.08227, over 2475472.31 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07547, over 21798.17 utterances.], batch size: 34, lr: 3.14e-04
2022-08-28 10:41:19,717 INFO [train.py:927] (3/8) Epoch 12, batch 17050, giga_loss[loss=0.261, simple_loss=0.3362, pruned_loss=0.0929, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04635, over 146.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3161, pruned_loss=0.08147, over 2475127.98 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07394, over 20472.57 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2943, pruned_loss=0.0677, over 2467875.08 frames. utt_duration=1255 frames, utt_pad_proportion=0.05439, over 7872.90 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.318, pruned_loss=0.08259, over 2475465.50 frames. utt_duration=457 frames, utt_pad_proportion=0.07427, over 21738.76 utterances.], batch size: 146, lr: 3.14e-04
2022-08-28 10:43:04,589 INFO [train.py:927] (3/8) Epoch 12, batch 17100, giga_loss[loss=0.2499, simple_loss=0.3227, pruned_loss=0.08857, over 12418.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0615, over 183.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3165, pruned_loss=0.08185, over 2474935.45 frames. utt_duration=464.5 frames, utt_pad_proportion=0.08171, over 21380.31 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2945, pruned_loss=0.06793, over 2467833.27 frames. utt_duration=1245 frames, utt_pad_proportion=0.05816, over 7936.07 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3181, pruned_loss=0.08274, over 2475357.84 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08065, over 22500.82 utterances.], batch size: 183, lr: 3.14e-04
2022-08-28 10:44:45,524 INFO [train.py:927] (3/8) Epoch 12, batch 17150, giga_loss[loss=0.2382, simple_loss=0.3195, pruned_loss=0.07841, over 12471.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02955, over 55.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08064, over 2475490.14 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07766, over 20904.04 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2943, pruned_loss=0.06763, over 2467875.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.0577, over 7924.11 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.318, pruned_loss=0.08198, over 2475974.39 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0773, over 22161.33 utterances.], batch size: 55, lr: 3.14e-04
2022-08-28 10:46:31,458 INFO [train.py:927] (3/8) Epoch 12, batch 17200, giga_loss[loss=0.2459, simple_loss=0.3224, pruned_loss=0.08473, over 12411.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06765, over 184.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3144, pruned_loss=0.07968, over 2474824.81 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07632, over 20581.39 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2944, pruned_loss=0.06766, over 2467958.61 frames. utt_duration=1249 frames, utt_pad_proportion=0.05726, over 7911.91 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3161, pruned_loss=0.08082, over 2475192.09 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07629, over 21692.48 utterances.], batch size: 184, lr: 3.14e-04
2022-08-28 10:48:15,565 INFO [train.py:927] (3/8) Epoch 12, batch 17250, giga_loss[loss=0.1881, simple_loss=0.2695, pruned_loss=0.05337, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3121, pruned_loss=0.07887, over 2474355.14 frames. utt_duration=481 frames, utt_pad_proportion=0.07577, over 20639.08 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2944, pruned_loss=0.06766, over 2468221.62 frames. utt_duration=1254 frames, utt_pad_proportion=0.05625, over 7882.49 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3138, pruned_loss=0.08001, over 2474566.45 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0762, over 21809.21 utterances.], batch size: 146, lr: 3.14e-04
2022-08-28 10:49:56,432 INFO [train.py:927] (3/8) Epoch 12, batch 17300, libri_loss[loss=0.2093, simple_loss=0.2837, pruned_loss=0.06748, over 12277.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006828, over 32.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3105, pruned_loss=0.0788, over 2474346.79 frames. utt_duration=496 frames, utt_pad_proportion=0.07243, over 20014.88 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2947, pruned_loss=0.06787, over 2468271.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.05903, over 7940.77 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3125, pruned_loss=0.08005, over 2474750.81 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07247, over 21490.20 utterances.], batch size: 32, lr: 3.14e-04
2022-08-28 10:51:41,631 INFO [train.py:927] (3/8) Epoch 12, batch 17350, libri_loss[loss=0.1584, simple_loss=0.2408, pruned_loss=0.03798, over 12208.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.006888, over 29.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3092, pruned_loss=0.07737, over 2474978.20 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07293, over 20761.05 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2943, pruned_loss=0.06764, over 2468445.50 frames. utt_duration=1245 frames, utt_pad_proportion=0.05897, over 7942.81 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3114, pruned_loss=0.07879, over 2475270.62 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07304, over 22169.98 utterances.], batch size: 29, lr: 3.14e-04
2022-08-28 10:53:24,015 INFO [train.py:927] (3/8) Epoch 12, batch 17400, giga_loss[loss=0.1967, simple_loss=0.2967, pruned_loss=0.04829, over 12338.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03358, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3073, pruned_loss=0.07355, over 2474810.17 frames. utt_duration=467 frames, utt_pad_proportion=0.07121, over 21266.55 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.294, pruned_loss=0.06758, over 2468498.51 frames. utt_duration=1248 frames, utt_pad_proportion=0.05823, over 7923.69 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07491, over 2475131.33 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07172, over 22687.31 utterances.], batch size: 58, lr: 3.14e-04
2022-08-28 10:55:07,427 INFO [train.py:927] (3/8) Epoch 12, batch 17450, giga_loss[loss=0.2332, simple_loss=0.3062, pruned_loss=0.08012, over 12396.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3048, pruned_loss=0.07077, over 2474646.26 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07774, over 22409.12 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.2942, pruned_loss=0.06767, over 2468201.62 frames. utt_duration=1239 frames, utt_pad_proportion=0.0615, over 7980.37 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3068, pruned_loss=0.07187, over 2475351.56 frames. utt_duration=415.9 frames, utt_pad_proportion=0.07691, over 23888.82 utterances.], batch size: 258, lr: 3.14e-04
2022-08-28 10:56:55,176 INFO [train.py:927] (3/8) Epoch 12, batch 17500, giga_loss[loss=0.2197, simple_loss=0.3055, pruned_loss=0.06694, over 12383.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03277, over 122.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3036, pruned_loss=0.06812, over 2474995.33 frames. utt_duration=426 frames, utt_pad_proportion=0.07636, over 23320.48 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.294, pruned_loss=0.06764, over 2467892.52 frames. utt_duration=1242 frames, utt_pad_proportion=0.06085, over 7956.75 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3055, pruned_loss=0.06906, over 2475925.74 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07605, over 24711.88 utterances.], batch size: 122, lr: 3.14e-04
2022-08-28 10:58:40,444 INFO [train.py:927] (3/8) Epoch 12, batch 17550, giga_loss[loss=0.2205, simple_loss=0.3072, pruned_loss=0.06691, over 12376.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07902, over 213.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3039, pruned_loss=0.06784, over 2474781.79 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07587, over 23390.38 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2943, pruned_loss=0.0679, over 2467907.55 frames. utt_duration=1229 frames, utt_pad_proportion=0.0649, over 8042.39 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3053, pruned_loss=0.06835, over 2475649.38 frames. utt_duration=401.5 frames, utt_pad_proportion=0.07459, over 24750.14 utterances.], batch size: 213, lr: 3.14e-04
2022-08-28 11:00:25,968 INFO [train.py:927] (3/8) Epoch 12, batch 17600, giga_loss[loss=0.2304, simple_loss=0.3229, pruned_loss=0.06892, over 12359.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03638, over 122.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3006, pruned_loss=0.06502, over 2475815.58 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07184, over 23047.26 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.06787, over 2468049.45 frames. utt_duration=1233 frames, utt_pad_proportion=0.06396, over 8016.73 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.302, pruned_loss=0.06544, over 2476532.79 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07133, over 24415.69 utterances.], batch size: 122, lr: 3.14e-04
2022-08-28 11:02:08,977 INFO [train.py:927] (3/8) Epoch 12, batch 17650, giga_loss[loss=0.2237, simple_loss=0.306, pruned_loss=0.07066, over 12421.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04217, over 146.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2999, pruned_loss=0.0646, over 2475530.92 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07191, over 23175.34 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2941, pruned_loss=0.0677, over 2467963.64 frames. utt_duration=1237 frames, utt_pad_proportion=0.0623, over 7987.47 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3013, pruned_loss=0.06499, over 2476429.84 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07204, over 24764.83 utterances.], batch size: 146, lr: 3.14e-04
2022-08-28 11:03:51,031 INFO [train.py:927] (3/8) Epoch 12, batch 17700, giga_loss[loss=0.211, simple_loss=0.2997, pruned_loss=0.06119, over 12427.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.0379, over 133.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2975, pruned_loss=0.06301, over 2475531.06 frames. utt_duration=417 frames, utt_pad_proportion=0.07096, over 23826.76 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.294, pruned_loss=0.06795, over 2468036.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06485, over 8011.55 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2988, pruned_loss=0.06298, over 2476397.94 frames. utt_duration=389.8 frames, utt_pad_proportion=0.07041, over 25504.82 utterances.], batch size: 133, lr: 3.14e-04
2022-08-28 11:05:36,512 INFO [train.py:927] (3/8) Epoch 12, batch 17750, giga_loss[loss=0.2088, simple_loss=0.2951, pruned_loss=0.06121, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2946, pruned_loss=0.06169, over 2475173.19 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07029, over 24023.20 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.294, pruned_loss=0.06784, over 2467773.64 frames. utt_duration=1239 frames, utt_pad_proportion=0.063, over 7979.81 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2958, pruned_loss=0.06157, over 2476379.58 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07051, over 25989.17 utterances.], batch size: 80, lr: 3.14e-04
2022-08-28 11:07:23,459 INFO [train.py:927] (3/8) Epoch 12, batch 17800, giga_loss[loss=0.2166, simple_loss=0.2923, pruned_loss=0.07044, over 12410.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1064, over 259.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.293, pruned_loss=0.06142, over 2475539.27 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07805, over 25208.83 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2936, pruned_loss=0.06769, over 2467907.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06294, over 7992.94 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2943, pruned_loss=0.06125, over 2476662.92 frames. utt_duration=363.3 frames, utt_pad_proportion=0.0778, over 27379.12 utterances.], batch size: 259, lr: 3.14e-04
2022-08-28 11:09:19,410 INFO [train.py:927] (3/8) Epoch 12, batch 17850, giga_loss[loss=0.209, simple_loss=0.2977, pruned_loss=0.06017, over 12380.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2946, pruned_loss=0.06103, over 2475940.79 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07472, over 24339.18 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2936, pruned_loss=0.06762, over 2468044.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.062, over 7968.22 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2957, pruned_loss=0.06085, over 2476855.88 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07507, over 26392.85 utterances.], batch size: 62, lr: 3.14e-04
2022-08-28 11:11:24,726 INFO [train.py:927] (3/8) Epoch 12, batch 17900, giga_loss[loss=0.1925, simple_loss=0.2788, pruned_loss=0.05309, over 12370.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.0279, over 85.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2942, pruned_loss=0.06033, over 2476496.47 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07078, over 23488.51 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2937, pruned_loss=0.06766, over 2468315.34 frames. utt_duration=1242 frames, utt_pad_proportion=0.06092, over 7959.19 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.295, pruned_loss=0.05995, over 2477202.87 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07178, over 25580.74 utterances.], batch size: 85, lr: 3.14e-04
2022-08-28 11:13:22,261 INFO [train.py:927] (3/8) Epoch 12, batch 17950, giga_loss[loss=0.1793, simple_loss=0.2807, pruned_loss=0.03896, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2926, pruned_loss=0.05896, over 2476439.47 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07161, over 23883.26 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2937, pruned_loss=0.06785, over 2468132.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06427, over 8006.67 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2932, pruned_loss=0.05824, over 2477433.01 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07144, over 25970.67 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 11:15:35,163 INFO [train.py:927] (3/8) Epoch 12, batch 18000, giga_loss[loss=0.2077, simple_loss=0.2945, pruned_loss=0.06042, over 12436.00 frames. utt_duration=310 frames, utt_pad_proportion=0.0461, over 161.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2908, pruned_loss=0.05799, over 2476927.26 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06769, over 24157.57 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2937, pruned_loss=0.06786, over 2468317.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06346, over 7985.72 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.05725, over 2477712.65 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06807, over 26125.86 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 11:15:35,164 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 11:15:49,310 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.174, simple_loss=0.2848, pruned_loss=0.03161, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 11:17:42,461 INFO [train.py:927] (3/8) Epoch 12, batch 18050, giga_loss[loss=0.2177, simple_loss=0.308, pruned_loss=0.06368, over 12449.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04401, over 134.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2901, pruned_loss=0.05767, over 2476845.00 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07131, over 25026.78 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2941, pruned_loss=0.06808, over 2468540.02 frames. utt_duration=1227 frames, utt_pad_proportion=0.0667, over 8056.97 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.29, pruned_loss=0.05673, over 2477387.92 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07046, over 26738.83 utterances.], batch size: 134, lr: 3.13e-04
2022-08-28 11:19:51,382 INFO [train.py:927] (3/8) Epoch 12, batch 18100, giga_loss[loss=0.1736, simple_loss=0.2639, pruned_loss=0.04166, over 12390.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06306, over 211.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05743, over 2476740.70 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06954, over 24229.77 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2942, pruned_loss=0.06824, over 2468641.99 frames. utt_duration=1230 frames, utt_pad_proportion=0.06544, over 8036.06 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2906, pruned_loss=0.0562, over 2477368.77 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06937, over 26155.31 utterances.], batch size: 211, lr: 3.13e-04
2022-08-28 11:21:52,171 INFO [train.py:927] (3/8) Epoch 12, batch 18150, giga_loss[loss=0.2234, simple_loss=0.2919, pruned_loss=0.07745, over 12376.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09918, over 256.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2889, pruned_loss=0.0566, over 2476520.26 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06865, over 24204.48 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2938, pruned_loss=0.06812, over 2468475.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.06455, over 8007.62 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2889, pruned_loss=0.05553, over 2477301.62 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06884, over 26030.28 utterances.], batch size: 256, lr: 3.13e-04
2022-08-28 11:23:54,245 INFO [train.py:927] (3/8) Epoch 12, batch 18200, giga_loss[loss=0.1987, simple_loss=0.3016, pruned_loss=0.04791, over 12348.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.02963, over 85.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.292, pruned_loss=0.05663, over 2477314.07 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07249, over 25768.52 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2939, pruned_loss=0.06817, over 2468344.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06493, over 8024.58 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2919, pruned_loss=0.05566, over 2478115.23 frames. utt_duration=363.9 frames, utt_pad_proportion=0.07233, over 27332.80 utterances.], batch size: 85, lr: 3.13e-04
2022-08-28 11:25:56,402 INFO [train.py:927] (3/8) Epoch 12, batch 18250, libri_loss[loss=0.2051, simple_loss=0.2756, pruned_loss=0.06726, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.004939, over 31.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2927, pruned_loss=0.05528, over 2477678.69 frames. utt_duration=398.2 frames, utt_pad_proportion=0.0693, over 24965.67 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2941, pruned_loss=0.06819, over 2468568.83 frames. utt_duration=1230 frames, utt_pad_proportion=0.06457, over 8035.28 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2925, pruned_loss=0.05412, over 2478375.51 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06951, over 26710.93 utterances.], batch size: 31, lr: 3.13e-04
2022-08-28 11:27:57,628 INFO [train.py:927] (3/8) Epoch 12, batch 18300, giga_loss[loss=0.1914, simple_loss=0.2802, pruned_loss=0.05131, over 12373.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02896, over 58.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2933, pruned_loss=0.05635, over 2477493.28 frames. utt_duration=393 frames, utt_pad_proportion=0.07145, over 25294.55 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06839, over 2468336.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.06423, over 8042.32 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2928, pruned_loss=0.0548, over 2478617.09 frames. utt_duration=364 frames, utt_pad_proportion=0.07169, over 27329.64 utterances.], batch size: 58, lr: 3.13e-04
2022-08-28 11:30:23,579 INFO [train.py:927] (3/8) Epoch 12, batch 18350, giga_loss[loss=0.207, simple_loss=0.2967, pruned_loss=0.05861, over 12434.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04789, over 147.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2931, pruned_loss=0.05678, over 2477187.19 frames. utt_duration=410 frames, utt_pad_proportion=0.06869, over 24235.53 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06817, over 2468445.98 frames. utt_duration=1231 frames, utt_pad_proportion=0.06356, over 8031.91 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.293, pruned_loss=0.05532, over 2478317.62 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06935, over 26458.95 utterances.], batch size: 147, lr: 3.13e-04
2022-08-28 11:32:27,242 INFO [train.py:927] (3/8) Epoch 12, batch 18400, giga_loss[loss=0.1938, simple_loss=0.2872, pruned_loss=0.05018, over 12425.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.29, pruned_loss=0.0559, over 2477786.58 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07131, over 24306.03 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2938, pruned_loss=0.068, over 2468188.36 frames. utt_duration=1235 frames, utt_pad_proportion=0.06234, over 8004.46 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.05464, over 2479128.50 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07201, over 26463.73 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 11:34:29,322 INFO [train.py:927] (3/8) Epoch 12, batch 18450, giga_loss[loss=0.1825, simple_loss=0.2728, pruned_loss=0.04613, over 12440.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03666, over 98.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05582, over 2477946.08 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07645, over 24885.59 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.293, pruned_loss=0.06761, over 2468149.20 frames. utt_duration=1231 frames, utt_pad_proportion=0.06476, over 8027.24 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05455, over 2479538.60 frames. utt_duration=362.9 frames, utt_pad_proportion=0.0761, over 27417.55 utterances.], batch size: 98, lr: 3.13e-04
2022-08-28 11:36:31,659 INFO [train.py:927] (3/8) Epoch 12, batch 18500, giga_loss[loss=0.1944, simple_loss=0.2831, pruned_loss=0.05285, over 12416.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2902, pruned_loss=0.05655, over 2477963.51 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07132, over 24430.31 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.293, pruned_loss=0.0676, over 2467957.46 frames. utt_duration=1232 frames, utt_pad_proportion=0.0645, over 8022.10 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2906, pruned_loss=0.05551, over 2479437.89 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07151, over 26494.09 utterances.], batch size: 133, lr: 3.13e-04
2022-08-28 11:38:42,664 INFO [train.py:927] (3/8) Epoch 12, batch 18550, giga_loss[loss=0.1839, simple_loss=0.2746, pruned_loss=0.04662, over 12427.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02189, over 48.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2904, pruned_loss=0.05726, over 2478140.69 frames. utt_duration=392.3 frames, utt_pad_proportion=0.0743, over 25342.29 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2934, pruned_loss=0.0677, over 2467957.63 frames. utt_duration=1233 frames, utt_pad_proportion=0.06399, over 8012.91 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.05624, over 2479398.42 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07443, over 27128.73 utterances.], batch size: 48, lr: 3.13e-04
2022-08-28 11:40:53,146 INFO [train.py:927] (3/8) Epoch 12, batch 18600, giga_loss[loss=0.1882, simple_loss=0.2886, pruned_loss=0.04389, over 12378.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05591, over 181.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.0573, over 2477774.48 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07106, over 24940.32 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2931, pruned_loss=0.06752, over 2467964.71 frames. utt_duration=1239 frames, utt_pad_proportion=0.06249, over 7975.14 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2921, pruned_loss=0.05633, over 2479087.29 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07187, over 26936.20 utterances.], batch size: 181, lr: 3.13e-04
2022-08-28 11:43:04,821 INFO [train.py:927] (3/8) Epoch 12, batch 18650, libri_loss[loss=0.2485, simple_loss=0.3243, pruned_loss=0.08631, over 12388.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.05905, over 51.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.05657, over 2478270.15 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06913, over 24910.63 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2935, pruned_loss=0.06764, over 2468148.90 frames. utt_duration=1234 frames, utt_pad_proportion=0.06246, over 8011.26 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.29, pruned_loss=0.0555, over 2479327.20 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06996, over 26763.71 utterances.], batch size: 51, lr: 3.13e-04
2022-08-28 11:45:04,833 INFO [train.py:927] (3/8) Epoch 12, batch 18700, giga_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.07761, over 12354.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03005, over 91.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2861, pruned_loss=0.05542, over 2478221.17 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06778, over 24612.02 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2934, pruned_loss=0.06769, over 2468201.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06515, over 8053.35 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2858, pruned_loss=0.05422, over 2479295.59 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06798, over 26532.67 utterances.], batch size: 91, lr: 3.13e-04
2022-08-28 11:46:53,713 INFO [train.py:927] (3/8) Epoch 12, batch 18750, giga_loss[loss=0.2062, simple_loss=0.2968, pruned_loss=0.05781, over 12414.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2862, pruned_loss=0.05553, over 2478093.97 frames. utt_duration=395 frames, utt_pad_proportion=0.07059, over 25170.28 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2934, pruned_loss=0.06752, over 2468308.31 frames. utt_duration=1219 frames, utt_pad_proportion=0.06799, over 8109.60 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2857, pruned_loss=0.05438, over 2479128.05 frames. utt_duration=366.9 frames, utt_pad_proportion=0.06978, over 27113.18 utterances.], batch size: 161, lr: 3.13e-04
2022-08-28 11:48:52,193 INFO [train.py:927] (3/8) Epoch 12, batch 18800, giga_loss[loss=0.1999, simple_loss=0.2933, pruned_loss=0.05321, over 12389.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2848, pruned_loss=0.05477, over 2478619.64 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07403, over 25758.78 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2939, pruned_loss=0.06803, over 2468485.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.071, over 8165.66 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2839, pruned_loss=0.05315, over 2479496.48 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07234, over 27630.87 utterances.], batch size: 80, lr: 3.13e-04
2022-08-28 11:51:04,178 INFO [train.py:927] (3/8) Epoch 12, batch 18850, giga_loss[loss=0.2068, simple_loss=0.2929, pruned_loss=0.0604, over 12388.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07551, over 212.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2834, pruned_loss=0.05443, over 2478275.90 frames. utt_duration=394.3 frames, utt_pad_proportion=0.07107, over 25218.91 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2937, pruned_loss=0.06799, over 2468595.81 frames. utt_duration=1211 frames, utt_pad_proportion=0.07026, over 8161.68 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2826, pruned_loss=0.0528, over 2479162.66 frames. utt_duration=365.8 frames, utt_pad_proportion=0.07009, over 27193.45 utterances.], batch size: 212, lr: 3.13e-04
2022-08-28 11:53:11,565 INFO [train.py:927] (3/8) Epoch 12, batch 18900, giga_loss[loss=0.2013, simple_loss=0.2934, pruned_loss=0.05461, over 12432.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2833, pruned_loss=0.05415, over 2478062.84 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06914, over 24394.95 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2934, pruned_loss=0.06789, over 2468203.17 frames. utt_duration=1216 frames, utt_pad_proportion=0.06899, over 8125.93 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2826, pruned_loss=0.05263, over 2479351.95 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06883, over 26373.14 utterances.], batch size: 146, lr: 3.13e-04
2022-08-28 11:55:08,297 INFO [train.py:927] (3/8) Epoch 12, batch 18950, giga_loss[loss=0.1896, simple_loss=0.2881, pruned_loss=0.04556, over 12389.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02614, over 85.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2826, pruned_loss=0.0539, over 2478499.36 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07016, over 24753.08 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2932, pruned_loss=0.06773, over 2468440.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.06808, over 8121.32 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2821, pruned_loss=0.05261, over 2479505.03 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07009, over 26613.37 utterances.], batch size: 85, lr: 3.13e-04
2022-08-28 11:57:08,231 INFO [train.py:927] (3/8) Epoch 12, batch 19000, giga_loss[loss=0.1871, simple_loss=0.2865, pruned_loss=0.04379, over 12411.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05831, over 182.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2849, pruned_loss=0.05386, over 2478812.57 frames. utt_duration=393 frames, utt_pad_proportion=0.06874, over 25305.88 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2934, pruned_loss=0.06787, over 2468417.28 frames. utt_duration=1220 frames, utt_pad_proportion=0.0673, over 8104.55 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2842, pruned_loss=0.05254, over 2479751.23 frames. utt_duration=368.4 frames, utt_pad_proportion=0.069, over 27008.63 utterances.], batch size: 182, lr: 3.13e-04
2022-08-28 11:59:05,656 INFO [train.py:927] (3/8) Epoch 12, batch 19050, libri_loss[loss=0.2551, simple_loss=0.3336, pruned_loss=0.08834, over 12276.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.06734, over 51.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2865, pruned_loss=0.05438, over 2478258.38 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06618, over 24784.54 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2933, pruned_loss=0.06773, over 2468317.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.0666, over 8088.74 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2859, pruned_loss=0.05319, over 2479311.53 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06673, over 26467.23 utterances.], batch size: 51, lr: 3.13e-04
2022-08-28 12:01:06,592 INFO [train.py:927] (3/8) Epoch 12, batch 19100, giga_loss[loss=0.1837, simple_loss=0.2735, pruned_loss=0.04694, over 12390.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.02972, over 62.00 utterances.], tot_loss[loss=0.196, simple_loss=0.285, pruned_loss=0.0535, over 2478401.74 frames. utt_duration=421 frames, utt_pad_proportion=0.06294, over 23617.25 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2932, pruned_loss=0.06783, over 2468345.60 frames. utt_duration=1214 frames, utt_pad_proportion=0.07075, over 8141.81 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05224, over 2479381.90 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06238, over 25187.74 utterances.], batch size: 62, lr: 3.13e-04
2022-08-28 12:03:06,671 INFO [train.py:927] (3/8) Epoch 12, batch 19150, giga_loss[loss=0.182, simple_loss=0.2745, pruned_loss=0.04475, over 12341.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2845, pruned_loss=0.05379, over 2478516.90 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06189, over 23321.14 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2935, pruned_loss=0.06797, over 2468532.07 frames. utt_duration=1215 frames, utt_pad_proportion=0.06957, over 8136.16 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2835, pruned_loss=0.05218, over 2479462.24 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06173, over 25094.48 utterances.], batch size: 62, lr: 3.13e-04
2022-08-28 12:05:16,941 INFO [train.py:927] (3/8) Epoch 12, batch 19200, giga_loss[loss=0.2076, simple_loss=0.3004, pruned_loss=0.05735, over 12403.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2861, pruned_loss=0.05415, over 2478481.25 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06306, over 23528.12 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2936, pruned_loss=0.06811, over 2468631.73 frames. utt_duration=1205 frames, utt_pad_proportion=0.07356, over 8206.30 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05258, over 2479277.62 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06179, over 25085.68 utterances.], batch size: 183, lr: 3.13e-04
2022-08-28 12:07:12,733 INFO [train.py:927] (3/8) Epoch 12, batch 19250, giga_loss[loss=0.1999, simple_loss=0.2973, pruned_loss=0.05128, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03551, over 105.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2871, pruned_loss=0.05491, over 2478216.52 frames. utt_duration=417.1 frames, utt_pad_proportion=0.06365, over 23835.97 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2938, pruned_loss=0.06825, over 2468522.63 frames. utt_duration=1208 frames, utt_pad_proportion=0.07169, over 8185.56 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.05303, over 2479279.42 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06303, over 25679.78 utterances.], batch size: 105, lr: 3.13e-04
2022-08-28 12:09:12,543 INFO [train.py:927] (3/8) Epoch 12, batch 19300, giga_loss[loss=0.1883, simple_loss=0.271, pruned_loss=0.05278, over 12365.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05509, over 2477886.44 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06441, over 23563.90 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2939, pruned_loss=0.0682, over 2468636.41 frames. utt_duration=1212 frames, utt_pad_proportion=0.07008, over 8155.36 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2878, pruned_loss=0.05327, over 2478900.46 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06429, over 25507.69 utterances.], batch size: 356, lr: 3.13e-04
2022-08-28 12:11:32,630 INFO [train.py:927] (3/8) Epoch 12, batch 19350, giga_loss[loss=0.2048, simple_loss=0.2745, pruned_loss=0.06758, over 12382.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1723, over 355.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2881, pruned_loss=0.05498, over 2478721.92 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06589, over 24149.46 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06822, over 2468862.40 frames. utt_duration=1210 frames, utt_pad_proportion=0.07036, over 8171.68 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.05341, over 2479397.94 frames. utt_duration=385.4 frames, utt_pad_proportion=0.0656, over 25810.34 utterances.], batch size: 355, lr: 3.13e-04
2022-08-28 12:13:29,623 INFO [train.py:927] (3/8) Epoch 12, batch 19400, libri_loss[loss=0.2282, simple_loss=0.3119, pruned_loss=0.07221, over 12469.00 frames. utt_duration=757.3 frames, utt_pad_proportion=0.1404, over 66.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2876, pruned_loss=0.05485, over 2478737.93 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06681, over 24224.62 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2942, pruned_loss=0.06819, over 2469076.22 frames. utt_duration=1210 frames, utt_pad_proportion=0.0696, over 8171.97 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05326, over 2479342.18 frames. utt_duration=382.7 frames, utt_pad_proportion=0.0667, over 25990.86 utterances.], batch size: 66, lr: 3.13e-04
2022-08-28 12:15:36,301 INFO [train.py:927] (3/8) Epoch 12, batch 19450, giga_loss[loss=0.1867, simple_loss=0.2791, pruned_loss=0.04717, over 12430.00 frames. utt_duration=372.2 frames, utt_pad_proportion=0.0456, over 134.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05539, over 2478122.55 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06454, over 23671.63 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2939, pruned_loss=0.06804, over 2469048.31 frames. utt_duration=1215 frames, utt_pad_proportion=0.06812, over 8138.32 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2862, pruned_loss=0.05383, over 2478944.01 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06501, over 25619.32 utterances.], batch size: 134, lr: 3.13e-04
2022-08-28 12:17:41,222 INFO [train.py:927] (3/8) Epoch 12, batch 19500, giga_loss[loss=0.1695, simple_loss=0.2621, pruned_loss=0.03848, over 12375.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04276, over 133.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2862, pruned_loss=0.05435, over 2477671.27 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06529, over 23935.16 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.294, pruned_loss=0.06805, over 2469058.01 frames. utt_duration=1217 frames, utt_pad_proportion=0.06733, over 8122.36 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.05294, over 2478410.05 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06581, over 25681.58 utterances.], batch size: 133, lr: 3.13e-04
2022-08-28 12:19:30,434 INFO [train.py:927] (3/8) Epoch 12, batch 19550, giga_loss[loss=0.1879, simple_loss=0.2819, pruned_loss=0.04699, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0262, over 48.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2878, pruned_loss=0.05378, over 2477553.69 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06513, over 23243.26 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2942, pruned_loss=0.06818, over 2469238.38 frames. utt_duration=1215 frames, utt_pad_proportion=0.06723, over 8140.52 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2867, pruned_loss=0.05224, over 2478158.45 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06554, over 24953.85 utterances.], batch size: 48, lr: 3.13e-04
2022-08-28 12:21:38,157 INFO [train.py:927] (3/8) Epoch 12, batch 19600, giga_loss[loss=0.1911, simple_loss=0.2745, pruned_loss=0.05383, over 12474.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02623, over 55.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2885, pruned_loss=0.05426, over 2477862.30 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06504, over 23602.62 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2941, pruned_loss=0.06817, over 2469353.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.06595, over 8091.87 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2876, pruned_loss=0.05263, over 2478466.84 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06572, over 25455.16 utterances.], batch size: 55, lr: 3.13e-04
2022-08-28 12:23:48,601 INFO [train.py:927] (3/8) Epoch 12, batch 19650, giga_loss[loss=0.1991, simple_loss=0.2861, pruned_loss=0.05605, over 12417.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2886, pruned_loss=0.05412, over 2478084.63 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06509, over 23911.34 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.294, pruned_loss=0.06819, over 2469080.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.06458, over 8056.33 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2878, pruned_loss=0.05247, over 2479008.65 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06599, over 25819.82 utterances.], batch size: 183, lr: 3.13e-04
2022-08-28 12:25:53,400 INFO [train.py:927] (3/8) Epoch 12, batch 19700, giga_loss[loss=0.2019, simple_loss=0.2961, pruned_loss=0.05389, over 12465.00 frames. utt_duration=703.4 frames, utt_pad_proportion=0.03514, over 71.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2886, pruned_loss=0.05415, over 2477906.57 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06511, over 23560.45 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2934, pruned_loss=0.06789, over 2468964.27 frames. utt_duration=1232 frames, utt_pad_proportion=0.06316, over 8023.14 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2883, pruned_loss=0.05243, over 2479162.12 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06626, over 25869.19 utterances.], batch size: 71, lr: 3.13e-04
2022-08-28 12:28:13,881 INFO [train.py:927] (3/8) Epoch 12, batch 19750, giga_loss[loss=0.2473, simple_loss=0.3174, pruned_loss=0.08862, over 12401.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09424, over 255.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2899, pruned_loss=0.05413, over 2478149.98 frames. utt_duration=425 frames, utt_pad_proportion=0.06504, over 23390.00 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2931, pruned_loss=0.06776, over 2469091.45 frames. utt_duration=1234 frames, utt_pad_proportion=0.06296, over 8012.02 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2898, pruned_loss=0.05284, over 2479064.64 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06602, over 25268.47 utterances.], batch size: 255, lr: 3.13e-04
2022-08-28 12:30:35,879 INFO [train.py:927] (3/8) Epoch 12, batch 19800, libri_loss[loss=0.1973, simple_loss=0.2686, pruned_loss=0.06298, over 12232.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008322, over 29.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2885, pruned_loss=0.05356, over 2478096.36 frames. utt_duration=435 frames, utt_pad_proportion=0.06313, over 22849.71 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2935, pruned_loss=0.06775, over 2468949.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06207, over 7990.86 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2882, pruned_loss=0.05231, over 2479113.50 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06431, over 24629.09 utterances.], batch size: 29, lr: 3.13e-04
2022-08-28 12:32:36,432 INFO [train.py:927] (3/8) Epoch 12, batch 19850, giga_loss[loss=0.2417, simple_loss=0.316, pruned_loss=0.0837, over 12406.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09628, over 256.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05342, over 2477854.05 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06906, over 24100.92 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2934, pruned_loss=0.06772, over 2468790.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.06208, over 7997.07 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2876, pruned_loss=0.05212, over 2479020.37 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06962, over 25860.39 utterances.], batch size: 256, lr: 3.13e-04
2022-08-28 12:34:31,328 INFO [train.py:927] (3/8) Epoch 12, batch 19900, giga_loss[loss=0.1804, simple_loss=0.2712, pruned_loss=0.04479, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02649, over 48.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2891, pruned_loss=0.05438, over 2477398.41 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06971, over 23817.66 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2931, pruned_loss=0.06759, over 2468965.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06049, over 7972.29 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2889, pruned_loss=0.05286, over 2478543.20 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07071, over 25946.70 utterances.], batch size: 48, lr: 3.12e-04
2022-08-28 12:36:21,869 INFO [train.py:927] (3/8) Epoch 12, batch 19950, giga_loss[loss=0.2143, simple_loss=0.2964, pruned_loss=0.06611, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2882, pruned_loss=0.05412, over 2477374.67 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06838, over 24352.85 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2933, pruned_loss=0.06758, over 2468725.77 frames. utt_duration=1244 frames, utt_pad_proportion=0.05912, over 7944.57 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2876, pruned_loss=0.05253, over 2478723.27 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0697, over 26535.15 utterances.], batch size: 85, lr: 3.12e-04
2022-08-28 12:38:19,224 INFO [train.py:927] (3/8) Epoch 12, batch 20000, giga_loss[loss=0.2105, simple_loss=0.3013, pruned_loss=0.05985, over 12427.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2888, pruned_loss=0.05524, over 2477244.16 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06979, over 24821.36 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2932, pruned_loss=0.06737, over 2468621.80 frames. utt_duration=1242 frames, utt_pad_proportion=0.05885, over 7963.09 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05382, over 2478669.79 frames. utt_duration=368.4 frames, utt_pad_proportion=0.07087, over 27003.86 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 12:40:05,428 INFO [train.py:927] (3/8) Epoch 12, batch 20050, giga_loss[loss=0.227, simple_loss=0.3346, pruned_loss=0.05968, over 12418.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2958, pruned_loss=0.05857, over 2476290.14 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07076, over 24078.31 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2934, pruned_loss=0.06755, over 2468628.70 frames. utt_duration=1242 frames, utt_pad_proportion=0.05826, over 7960.60 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2952, pruned_loss=0.05713, over 2477522.14 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07178, over 26036.64 utterances.], batch size: 75, lr: 3.12e-04
2022-08-28 12:41:50,657 INFO [train.py:927] (3/8) Epoch 12, batch 20100, giga_loss[loss=0.1798, simple_loss=0.2691, pruned_loss=0.04526, over 12417.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03074, over 80.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05968, over 2476277.74 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07291, over 22986.30 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.2938, pruned_loss=0.0677, over 2469038.61 frames. utt_duration=1231 frames, utt_pad_proportion=0.0616, over 8033.38 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2957, pruned_loss=0.05811, over 2477113.20 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07278, over 24986.17 utterances.], batch size: 80, lr: 3.12e-04
2022-08-28 12:43:34,113 INFO [train.py:927] (3/8) Epoch 12, batch 20150, libri_loss[loss=0.1953, simple_loss=0.2824, pruned_loss=0.05406, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005971, over 34.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2905, pruned_loss=0.05792, over 2475856.88 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07334, over 22409.22 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2936, pruned_loss=0.06755, over 2468884.90 frames. utt_duration=1235 frames, utt_pad_proportion=0.06045, over 8006.64 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2901, pruned_loss=0.05655, over 2476860.44 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07364, over 24441.14 utterances.], batch size: 34, lr: 3.12e-04
2022-08-28 12:45:18,293 INFO [train.py:927] (3/8) Epoch 12, batch 20200, giga_loss[loss=0.1782, simple_loss=0.2629, pruned_loss=0.04672, over 12395.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2825, pruned_loss=0.0553, over 2475042.71 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07144, over 21649.39 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2935, pruned_loss=0.06759, over 2468773.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.05956, over 7977.74 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2822, pruned_loss=0.05399, over 2476051.36 frames. utt_duration=422 frames, utt_pad_proportion=0.07218, over 23545.46 utterances.], batch size: 122, lr: 3.12e-04
2022-08-28 12:46:58,806 INFO [train.py:927] (3/8) Epoch 12, batch 20250, libri_loss[loss=0.2074, simple_loss=0.2983, pruned_loss=0.05822, over 12245.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005477, over 34.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.278, pruned_loss=0.05407, over 2474597.75 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07191, over 20937.07 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2944, pruned_loss=0.0681, over 2468972.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.06686, over 8113.63 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2764, pruned_loss=0.05208, over 2475471.14 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07039, over 22838.23 utterances.], batch size: 34, lr: 3.12e-04
2022-08-28 12:48:43,666 INFO [train.py:927] (3/8) Epoch 12, batch 20300, giga_loss[loss=0.1702, simple_loss=0.2546, pruned_loss=0.04286, over 12456.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 98.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2745, pruned_loss=0.05338, over 2474019.03 frames. utt_duration=473 frames, utt_pad_proportion=0.07635, over 20985.18 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2945, pruned_loss=0.06826, over 2468899.36 frames. utt_duration=1213 frames, utt_pad_proportion=0.0692, over 8151.75 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2725, pruned_loss=0.05117, over 2474968.08 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07415, over 22889.77 utterances.], batch size: 98, lr: 3.12e-04
2022-08-28 12:50:26,809 INFO [train.py:927] (3/8) Epoch 12, batch 20350, giga_loss[loss=0.1743, simple_loss=0.2673, pruned_loss=0.04067, over 12462.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03026, over 75.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2695, pruned_loss=0.05146, over 2473910.27 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07421, over 20701.34 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2945, pruned_loss=0.06828, over 2468723.33 frames. utt_duration=1216 frames, utt_pad_proportion=0.06821, over 8128.89 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2675, pruned_loss=0.04939, over 2474920.50 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07292, over 22464.07 utterances.], batch size: 75, lr: 3.12e-04
2022-08-28 12:52:10,785 INFO [train.py:927] (3/8) Epoch 12, batch 20400, giga_loss[loss=0.1806, simple_loss=0.2634, pruned_loss=0.04892, over 12385.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02567, over 66.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.2659, pruned_loss=0.05037, over 2474193.83 frames. utt_duration=489.9 frames, utt_pad_proportion=0.075, over 20262.90 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2951, pruned_loss=0.06862, over 2468953.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.07111, over 8190.38 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.263, pruned_loss=0.04795, over 2474938.46 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07297, over 21948.07 utterances.], batch size: 66, lr: 3.12e-04
2022-08-28 12:53:53,797 INFO [train.py:927] (3/8) Epoch 12, batch 20450, giga_loss[loss=0.1675, simple_loss=0.2501, pruned_loss=0.04244, over 12379.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.1777, simple_loss=0.2601, pruned_loss=0.04763, over 2474312.10 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07284, over 19809.55 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2951, pruned_loss=0.06855, over 2469157.09 frames. utt_duration=1208 frames, utt_pad_proportion=0.07056, over 8188.48 utterances.], giga_tot_loss[loss=0.1744, simple_loss=0.2576, pruned_loss=0.04563, over 2474766.39 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07152, over 21236.43 utterances.], batch size: 183, lr: 3.12e-04
2022-08-28 12:55:38,940 INFO [train.py:927] (3/8) Epoch 12, batch 20500, giga_loss[loss=0.2216, simple_loss=0.3092, pruned_loss=0.06698, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03138, over 62.00 utterances.], tot_loss[loss=0.1793, simple_loss=0.2613, pruned_loss=0.04862, over 2473325.06 frames. utt_duration=510.1 frames, utt_pad_proportion=0.0697, over 19449.81 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2947, pruned_loss=0.06834, over 2468789.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.06934, over 8151.01 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.259, pruned_loss=0.04675, over 2474127.72 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06922, over 20866.31 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 12:57:24,061 INFO [train.py:927] (3/8) Epoch 12, batch 20550, giga_loss[loss=0.2006, simple_loss=0.2957, pruned_loss=0.05274, over 12425.00 frames. utt_duration=976.1 frames, utt_pad_proportion=0.02684, over 51.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2713, pruned_loss=0.05316, over 2472781.99 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06997, over 19137.03 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2944, pruned_loss=0.06811, over 2468489.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.06867, over 8127.60 utterances.], giga_tot_loss[loss=0.1859, simple_loss=0.269, pruned_loss=0.05142, over 2473811.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06982, over 20596.50 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 12:59:06,415 INFO [train.py:927] (3/8) Epoch 12, batch 20600, giga_loss[loss=0.1939, simple_loss=0.2922, pruned_loss=0.04778, over 12130.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.04762, over 28.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.279, pruned_loss=0.0558, over 2472502.22 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06981, over 18688.82 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2945, pruned_loss=0.06805, over 2468845.61 frames. utt_duration=1210 frames, utt_pad_proportion=0.07186, over 8173.54 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2765, pruned_loss=0.05408, over 2473120.52 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06859, over 20104.96 utterances.], batch size: 28, lr: 3.12e-04
2022-08-28 13:00:51,546 INFO [train.py:927] (3/8) Epoch 12, batch 20650, giga_loss[loss=0.192, simple_loss=0.2819, pruned_loss=0.05107, over 12388.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.02997, over 51.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2834, pruned_loss=0.05687, over 2472541.56 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06594, over 18417.65 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2943, pruned_loss=0.06787, over 2468495.90 frames. utt_duration=1211 frames, utt_pad_proportion=0.07112, over 8164.81 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2812, pruned_loss=0.05535, over 2473451.29 frames. utt_duration=500 frames, utt_pad_proportion=0.06544, over 19847.48 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:02:36,598 INFO [train.py:927] (3/8) Epoch 12, batch 20700, giga_loss[loss=0.2446, simple_loss=0.335, pruned_loss=0.07706, over 12443.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04756, over 147.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2872, pruned_loss=0.05903, over 2472648.29 frames. utt_duration=535 frames, utt_pad_proportion=0.06691, over 18540.31 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2941, pruned_loss=0.06782, over 2468566.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.07424, over 8209.96 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2855, pruned_loss=0.0577, over 2473391.43 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06537, over 19816.59 utterances.], batch size: 147, lr: 3.12e-04
2022-08-28 13:04:21,098 INFO [train.py:927] (3/8) Epoch 12, batch 20750, libri_loss[loss=0.1797, simple_loss=0.2567, pruned_loss=0.05142, over 12393.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009007, over 30.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2907, pruned_loss=0.061, over 2473280.63 frames. utt_duration=515 frames, utt_pad_proportion=0.07349, over 19265.12 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.2934, pruned_loss=0.06759, over 2468932.73 frames. utt_duration=1213 frames, utt_pad_proportion=0.07272, over 8153.27 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2899, pruned_loss=0.05995, over 2473651.34 frames. utt_duration=480.5 frames, utt_pad_proportion=0.0725, over 20653.88 utterances.], batch size: 30, lr: 3.12e-04
2022-08-28 13:06:02,852 INFO [train.py:927] (3/8) Epoch 12, batch 20800, giga_loss[loss=0.2153, simple_loss=0.3183, pruned_loss=0.05614, over 12322.00 frames. utt_duration=667.5 frames, utt_pad_proportion=0.02844, over 74.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06144, over 2473197.62 frames. utt_duration=527.8 frames, utt_pad_proportion=0.0759, over 18797.67 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.293, pruned_loss=0.06741, over 2469080.62 frames. utt_duration=1217 frames, utt_pad_proportion=0.07197, over 8126.08 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2935, pruned_loss=0.0607, over 2473401.09 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07526, over 20070.31 utterances.], batch size: 74, lr: 3.12e-04
2022-08-28 13:07:47,492 INFO [train.py:927] (3/8) Epoch 12, batch 20850, giga_loss[loss=0.2146, simple_loss=0.3109, pruned_loss=0.05911, over 12348.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03153, over 62.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2955, pruned_loss=0.06134, over 2473050.20 frames. utt_duration=538.1 frames, utt_pad_proportion=0.0727, over 18435.32 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2929, pruned_loss=0.06723, over 2468904.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.07091, over 8100.76 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2954, pruned_loss=0.06081, over 2473439.55 frames. utt_duration=504.5 frames, utt_pad_proportion=0.0728, over 19667.62 utterances.], batch size: 62, lr: 3.12e-04
2022-08-28 13:09:31,474 INFO [train.py:927] (3/8) Epoch 12, batch 20900, giga_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04993, over 12444.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03177, over 75.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2951, pruned_loss=0.06046, over 2473213.83 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06914, over 17670.36 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2922, pruned_loss=0.06686, over 2468461.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.06985, over 8054.74 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.06022, over 2474047.09 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06985, over 18928.01 utterances.], batch size: 75, lr: 3.12e-04
2022-08-28 13:11:14,976 INFO [train.py:927] (3/8) Epoch 12, batch 20950, giga_loss[loss=0.2432, simple_loss=0.3228, pruned_loss=0.08185, over 12391.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05108, over 161.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2967, pruned_loss=0.06185, over 2472933.30 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06533, over 16917.33 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2924, pruned_loss=0.06688, over 2468832.61 frames. utt_duration=1223 frames, utt_pad_proportion=0.06961, over 8083.38 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2971, pruned_loss=0.06154, over 2473336.85 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06623, over 18060.04 utterances.], batch size: 161, lr: 3.12e-04
2022-08-28 13:13:01,601 INFO [train.py:927] (3/8) Epoch 12, batch 21000, giga_loss[loss=0.21, simple_loss=0.2929, pruned_loss=0.06356, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03561, over 123.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2978, pruned_loss=0.0639, over 2473188.45 frames. utt_duration=562.7 frames, utt_pad_proportion=0.07072, over 17627.29 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2921, pruned_loss=0.06671, over 2468434.58 frames. utt_duration=1227 frames, utt_pad_proportion=0.06859, over 8053.90 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2984, pruned_loss=0.06372, over 2473926.41 frames. utt_duration=530 frames, utt_pad_proportion=0.07156, over 18722.24 utterances.], batch size: 123, lr: 3.12e-04
2022-08-28 13:13:01,602 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 13:13:15,788 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.1801, simple_loss=0.2896, pruned_loss=0.0353, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 13:14:56,528 INFO [train.py:927] (3/8) Epoch 12, batch 21050, giga_loss[loss=0.2199, simple_loss=0.2989, pruned_loss=0.07046, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03505, over 28.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2976, pruned_loss=0.06431, over 2473615.52 frames. utt_duration=573.2 frames, utt_pad_proportion=0.0659, over 17306.01 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2928, pruned_loss=0.06705, over 2468692.19 frames. utt_duration=1229 frames, utt_pad_proportion=0.06748, over 8044.51 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2977, pruned_loss=0.06375, over 2474141.53 frames. utt_duration=536 frames, utt_pad_proportion=0.06727, over 18515.81 utterances.], batch size: 28, lr: 3.12e-04
2022-08-28 13:16:38,281 INFO [train.py:927] (3/8) Epoch 12, batch 21100, giga_loss[loss=0.2141, simple_loss=0.2958, pruned_loss=0.0662, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2963, pruned_loss=0.06351, over 2473408.75 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06436, over 17327.28 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2921, pruned_loss=0.0669, over 2468208.15 frames. utt_duration=1235 frames, utt_pad_proportion=0.06674, over 8004.95 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.297, pruned_loss=0.0631, over 2474413.68 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06581, over 18620.02 utterances.], batch size: 259, lr: 3.12e-04
2022-08-28 13:18:20,958 INFO [train.py:927] (3/8) Epoch 12, batch 21150, giga_loss[loss=0.182, simple_loss=0.2732, pruned_loss=0.04536, over 12438.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04757, over 161.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2933, pruned_loss=0.06206, over 2474024.59 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0637, over 17812.51 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2918, pruned_loss=0.06669, over 2467957.10 frames. utt_duration=1240 frames, utt_pad_proportion=0.06549, over 7971.18 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2942, pruned_loss=0.06183, over 2475179.05 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06532, over 19102.97 utterances.], batch size: 161, lr: 3.12e-04
2022-08-28 13:20:07,424 INFO [train.py:927] (3/8) Epoch 12, batch 21200, giga_loss[loss=0.1994, simple_loss=0.2606, pruned_loss=0.06907, over 12341.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1887, over 366.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2897, pruned_loss=0.06132, over 2473849.04 frames. utt_duration=530.9 frames, utt_pad_proportion=0.07115, over 18690.63 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2919, pruned_loss=0.06674, over 2467854.63 frames. utt_duration=1226 frames, utt_pad_proportion=0.06977, over 8059.61 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2905, pruned_loss=0.06102, over 2474955.69 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07057, over 19815.67 utterances.], batch size: 366, lr: 3.12e-04
2022-08-28 13:21:47,964 INFO [train.py:927] (3/8) Epoch 12, batch 21250, giga_loss[loss=0.1884, simple_loss=0.2732, pruned_loss=0.05178, over 12293.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05079, over 26.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2893, pruned_loss=0.06125, over 2474214.43 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07711, over 19661.01 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2924, pruned_loss=0.06696, over 2468008.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.06879, over 8052.38 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2894, pruned_loss=0.06071, over 2475069.84 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07685, over 20783.23 utterances.], batch size: 26, lr: 3.12e-04
2022-08-28 13:23:35,969 INFO [train.py:927] (3/8) Epoch 12, batch 21300, libri_loss[loss=0.2265, simple_loss=0.3119, pruned_loss=0.07056, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006323, over 36.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2893, pruned_loss=0.06176, over 2473877.46 frames. utt_duration=520.6 frames, utt_pad_proportion=0.07406, over 19062.33 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.293, pruned_loss=0.0673, over 2468050.08 frames. utt_duration=1215 frames, utt_pad_proportion=0.07166, over 8132.57 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2887, pruned_loss=0.06078, over 2474768.70 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07319, over 20355.49 utterances.], batch size: 36, lr: 3.12e-04
2022-08-28 13:25:16,966 INFO [train.py:927] (3/8) Epoch 12, batch 21350, giga_loss[loss=0.1848, simple_loss=0.2605, pruned_loss=0.05455, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03166, over 39.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.06073, over 2472944.32 frames. utt_duration=512.7 frames, utt_pad_proportion=0.07788, over 19351.02 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2926, pruned_loss=0.06716, over 2467855.90 frames. utt_duration=1209 frames, utt_pad_proportion=0.07513, over 8171.90 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2858, pruned_loss=0.05995, over 2473958.28 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07585, over 20591.23 utterances.], batch size: 39, lr: 3.12e-04
2022-08-28 13:26:57,905 INFO [train.py:927] (3/8) Epoch 12, batch 21400, giga_loss[loss=0.1889, simple_loss=0.2632, pruned_loss=0.05732, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03252, over 36.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2828, pruned_loss=0.05989, over 2472513.09 frames. utt_duration=550.6 frames, utt_pad_proportion=0.07242, over 18010.20 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2918, pruned_loss=0.0668, over 2468111.04 frames. utt_duration=1212 frames, utt_pad_proportion=0.07468, over 8155.58 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2831, pruned_loss=0.05933, over 2473284.72 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07118, over 19409.57 utterances.], batch size: 36, lr: 3.12e-04
2022-08-28 13:28:39,416 INFO [train.py:927] (3/8) Epoch 12, batch 21450, giga_loss[loss=0.1977, simple_loss=0.278, pruned_loss=0.05871, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03982, over 33.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2811, pruned_loss=0.05936, over 2472707.00 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06892, over 17512.90 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2921, pruned_loss=0.06696, over 2468222.56 frames. utt_duration=1202 frames, utt_pad_proportion=0.07718, over 8222.37 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2807, pruned_loss=0.05852, over 2473368.45 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06689, over 18867.42 utterances.], batch size: 33, lr: 3.12e-04
2022-08-28 13:30:20,064 INFO [train.py:927] (3/8) Epoch 12, batch 21500, giga_loss[loss=0.1688, simple_loss=0.2483, pruned_loss=0.04468, over 12428.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02301, over 48.00 utterances.], tot_loss[loss=0.198, simple_loss=0.279, pruned_loss=0.05852, over 2472000.14 frames. utt_duration=577.2 frames, utt_pad_proportion=0.07253, over 17176.10 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2926, pruned_loss=0.06728, over 2468017.02 frames. utt_duration=1192 frames, utt_pad_proportion=0.08076, over 8289.56 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2779, pruned_loss=0.05736, over 2472804.66 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06889, over 18394.17 utterances.], batch size: 48, lr: 3.12e-04
2022-08-28 13:32:01,447 INFO [train.py:927] (3/8) Epoch 12, batch 21550, libri_loss[loss=0.1956, simple_loss=0.2763, pruned_loss=0.0574, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005902, over 32.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2776, pruned_loss=0.05778, over 2472675.91 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06868, over 17135.01 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2927, pruned_loss=0.06728, over 2467929.06 frames. utt_duration=1196 frames, utt_pad_proportion=0.07952, over 8262.66 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2763, pruned_loss=0.05665, over 2473513.64 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0664, over 18331.14 utterances.], batch size: 32, lr: 3.12e-04
2022-08-28 13:33:45,371 INFO [train.py:927] (3/8) Epoch 12, batch 21600, giga_loss[loss=0.2473, simple_loss=0.3165, pruned_loss=0.08902, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07252, over 212.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2802, pruned_loss=0.05943, over 2472437.65 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06723, over 17156.56 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2922, pruned_loss=0.06701, over 2467742.57 frames. utt_duration=1203 frames, utt_pad_proportion=0.07812, over 8216.58 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2792, pruned_loss=0.05857, over 2473408.96 frames. utt_duration=540.6 frames, utt_pad_proportion=0.066, over 18352.04 utterances.], batch size: 212, lr: 3.12e-04
2022-08-28 13:35:27,549 INFO [train.py:927] (3/8) Epoch 12, batch 21650, giga_loss[loss=0.2257, simple_loss=0.3148, pruned_loss=0.06827, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03529, over 104.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2853, pruned_loss=0.06178, over 2473457.39 frames. utt_duration=569.6 frames, utt_pad_proportion=0.0651, over 17416.50 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2925, pruned_loss=0.06716, over 2467855.29 frames. utt_duration=1205 frames, utt_pad_proportion=0.0775, over 8205.45 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2843, pruned_loss=0.06091, over 2474163.30 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06448, over 18457.09 utterances.], batch size: 104, lr: 3.12e-04
2022-08-28 13:37:10,025 INFO [train.py:927] (3/8) Epoch 12, batch 21700, giga_loss[loss=0.2141, simple_loss=0.313, pruned_loss=0.05764, over 12362.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03175, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2914, pruned_loss=0.06408, over 2474188.41 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06463, over 18104.16 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2929, pruned_loss=0.06739, over 2467917.93 frames. utt_duration=1204 frames, utt_pad_proportion=0.07689, over 8208.44 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.06312, over 2474767.63 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06433, over 19057.85 utterances.], batch size: 51, lr: 3.12e-04
2022-08-28 13:38:49,222 INFO [train.py:927] (3/8) Epoch 12, batch 21750, giga_loss[loss=0.239, simple_loss=0.3214, pruned_loss=0.07827, over 12428.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2973, pruned_loss=0.06692, over 2473938.70 frames. utt_duration=522.7 frames, utt_pad_proportion=0.07284, over 18986.73 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2931, pruned_loss=0.06742, over 2468040.45 frames. utt_duration=1204 frames, utt_pad_proportion=0.07573, over 8207.32 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2961, pruned_loss=0.06606, over 2474473.56 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07262, over 20083.87 utterances.], batch size: 184, lr: 3.12e-04
2022-08-28 13:40:30,859 INFO [train.py:927] (3/8) Epoch 12, batch 21800, giga_loss[loss=0.2148, simple_loss=0.3032, pruned_loss=0.06317, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03577, over 28.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2961, pruned_loss=0.06548, over 2472984.35 frames. utt_duration=503 frames, utt_pad_proportion=0.07713, over 19726.24 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2928, pruned_loss=0.06728, over 2467992.57 frames. utt_duration=1210 frames, utt_pad_proportion=0.0747, over 8170.45 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2955, pruned_loss=0.06491, over 2473559.48 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07716, over 20832.38 utterances.], batch size: 28, lr: 3.12e-04
2022-08-28 13:42:10,585 INFO [train.py:927] (3/8) Epoch 12, batch 21850, giga_loss[loss=0.2057, simple_loss=0.2932, pruned_loss=0.05909, over 12356.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02829, over 85.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2954, pruned_loss=0.06327, over 2473653.76 frames. utt_duration=527.3 frames, utt_pad_proportion=0.0726, over 18818.37 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2931, pruned_loss=0.06736, over 2468272.21 frames. utt_duration=1211 frames, utt_pad_proportion=0.07356, over 8166.07 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2947, pruned_loss=0.06269, over 2473959.66 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07328, over 19896.35 utterances.], batch size: 85, lr: 3.12e-04
2022-08-28 13:43:53,385 INFO [train.py:927] (3/8) Epoch 12, batch 21900, giga_loss[loss=0.2313, simple_loss=0.3096, pruned_loss=0.07645, over 12354.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04574, over 37.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06461, over 2473490.54 frames. utt_duration=533.7 frames, utt_pad_proportion=0.0727, over 18590.55 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2934, pruned_loss=0.06751, over 2468372.95 frames. utt_duration=1213 frames, utt_pad_proportion=0.07191, over 8147.48 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2965, pruned_loss=0.06387, over 2473809.50 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07387, over 19816.51 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 13:45:34,514 INFO [train.py:927] (3/8) Epoch 12, batch 21950, giga_loss[loss=0.2217, simple_loss=0.3114, pruned_loss=0.06599, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2979, pruned_loss=0.06498, over 2473268.36 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06993, over 17928.03 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2933, pruned_loss=0.06738, over 2468424.12 frames. utt_duration=1216 frames, utt_pad_proportion=0.07092, over 8132.91 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2975, pruned_loss=0.06445, over 2473585.09 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07142, over 19141.69 utterances.], batch size: 85, lr: 3.11e-04
2022-08-28 13:47:21,801 INFO [train.py:927] (3/8) Epoch 12, batch 22000, giga_loss[loss=0.2106, simple_loss=0.2992, pruned_loss=0.06105, over 12394.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03027, over 62.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2993, pruned_loss=0.06622, over 2473847.21 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06525, over 17956.70 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.293, pruned_loss=0.06722, over 2468467.27 frames. utt_duration=1219 frames, utt_pad_proportion=0.07045, over 8112.64 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2993, pruned_loss=0.06594, over 2474111.24 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06685, over 19024.72 utterances.], batch size: 62, lr: 3.11e-04
2022-08-28 13:49:02,796 INFO [train.py:927] (3/8) Epoch 12, batch 22050, giga_loss[loss=0.23, simple_loss=0.3112, pruned_loss=0.07442, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3002, pruned_loss=0.06643, over 2472626.44 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06455, over 17282.04 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2929, pruned_loss=0.06714, over 2468281.70 frames. utt_duration=1224 frames, utt_pad_proportion=0.06913, over 8078.23 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3004, pruned_loss=0.06626, over 2473094.06 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06638, over 18376.28 utterances.], batch size: 45, lr: 3.11e-04
2022-08-28 13:50:44,343 INFO [train.py:927] (3/8) Epoch 12, batch 22100, giga_loss[loss=0.1891, simple_loss=0.2785, pruned_loss=0.04983, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04375, over 34.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3014, pruned_loss=0.06718, over 2472637.42 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06746, over 17327.72 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2929, pruned_loss=0.06713, over 2468505.37 frames. utt_duration=1225 frames, utt_pad_proportion=0.06786, over 8073.38 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.302, pruned_loss=0.06702, over 2473013.22 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06922, over 18686.69 utterances.], batch size: 34, lr: 3.11e-04
2022-08-28 13:52:27,738 INFO [train.py:927] (3/8) Epoch 12, batch 22150, giga_loss[loss=0.212, simple_loss=0.2956, pruned_loss=0.06421, over 12385.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3005, pruned_loss=0.06718, over 2472516.70 frames. utt_duration=572.2 frames, utt_pad_proportion=0.066, over 17329.85 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2926, pruned_loss=0.06697, over 2468384.43 frames. utt_duration=1227 frames, utt_pad_proportion=0.0669, over 8059.93 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3013, pruned_loss=0.06718, over 2472996.92 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06785, over 18583.47 utterances.], batch size: 62, lr: 3.11e-04
2022-08-28 13:54:12,755 INFO [train.py:927] (3/8) Epoch 12, batch 22200, giga_loss[loss=0.2397, simple_loss=0.3183, pruned_loss=0.0806, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.0411, over 133.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3007, pruned_loss=0.06738, over 2473013.42 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06229, over 16942.04 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2931, pruned_loss=0.06719, over 2468569.31 frames. utt_duration=1224 frames, utt_pad_proportion=0.06633, over 8078.63 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.301, pruned_loss=0.06718, over 2473310.63 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06421, over 18083.42 utterances.], batch size: 133, lr: 3.11e-04
2022-08-28 13:55:53,468 INFO [train.py:927] (3/8) Epoch 12, batch 22250, giga_loss[loss=0.2245, simple_loss=0.2978, pruned_loss=0.07557, over 12397.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04238, over 37.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3015, pruned_loss=0.06769, over 2471734.29 frames. utt_duration=614.6 frames, utt_pad_proportion=0.06431, over 16126.40 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2937, pruned_loss=0.06713, over 2468084.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06525, over 8051.42 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3016, pruned_loss=0.0676, over 2472549.48 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06619, over 17376.73 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 13:57:35,268 INFO [train.py:927] (3/8) Epoch 12, batch 22300, libri_loss[loss=0.1845, simple_loss=0.2637, pruned_loss=0.05269, over 12271.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.06463, over 27.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3007, pruned_loss=0.06672, over 2471498.85 frames. utt_duration=634.2 frames, utt_pad_proportion=0.06261, over 15624.86 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2935, pruned_loss=0.06697, over 2468229.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.06337, over 8011.79 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3012, pruned_loss=0.06681, over 2472138.86 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06508, over 17002.04 utterances.], batch size: 27, lr: 3.11e-04
2022-08-28 13:59:16,188 INFO [train.py:927] (3/8) Epoch 12, batch 22350, giga_loss[loss=0.2143, simple_loss=0.3039, pruned_loss=0.06235, over 12375.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02665, over 66.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3001, pruned_loss=0.06712, over 2471763.35 frames. utt_duration=613.6 frames, utt_pad_proportion=0.06831, over 16152.29 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2936, pruned_loss=0.06703, over 2468008.14 frames. utt_duration=1230 frames, utt_pad_proportion=0.06338, over 8037.54 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3005, pruned_loss=0.06713, over 2472521.25 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06985, over 17357.59 utterances.], batch size: 66, lr: 3.11e-04
2022-08-28 14:00:57,789 INFO [train.py:927] (3/8) Epoch 12, batch 22400, libri_loss[loss=0.1911, simple_loss=0.2762, pruned_loss=0.05303, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006843, over 33.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2978, pruned_loss=0.06602, over 2471647.37 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06676, over 16636.86 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06698, over 2467544.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.0623, over 8019.53 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06606, over 2472781.17 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06853, over 17846.12 utterances.], batch size: 33, lr: 3.11e-04
2022-08-28 14:02:36,184 INFO [train.py:927] (3/8) Epoch 12, batch 22450, giga_loss[loss=0.1962, simple_loss=0.2814, pruned_loss=0.05549, over 12446.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04115, over 114.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2968, pruned_loss=0.0656, over 2472370.46 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06345, over 16654.18 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.06703, over 2467755.13 frames. utt_duration=1231 frames, utt_pad_proportion=0.06172, over 8029.52 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2975, pruned_loss=0.06557, over 2473195.96 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06537, over 17845.78 utterances.], batch size: 114, lr: 3.11e-04
2022-08-28 14:04:17,505 INFO [train.py:927] (3/8) Epoch 12, batch 22500, giga_loss[loss=0.2332, simple_loss=0.3084, pruned_loss=0.07902, over 12447.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.0343, over 86.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2935, pruned_loss=0.06441, over 2472066.13 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06542, over 17081.80 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2933, pruned_loss=0.06698, over 2467702.36 frames. utt_duration=1233 frames, utt_pad_proportion=0.06154, over 8017.38 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2941, pruned_loss=0.06442, over 2472776.18 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06686, over 18059.76 utterances.], batch size: 86, lr: 3.11e-04
2022-08-28 14:05:58,960 INFO [train.py:927] (3/8) Epoch 12, batch 22550, giga_loss[loss=0.1549, simple_loss=0.2457, pruned_loss=0.03205, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0315, over 75.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2895, pruned_loss=0.06217, over 2472680.30 frames. utt_duration=591.8 frames, utt_pad_proportion=0.06271, over 16756.34 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2934, pruned_loss=0.06705, over 2467921.93 frames. utt_duration=1236 frames, utt_pad_proportion=0.06086, over 7998.24 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2899, pruned_loss=0.06207, over 2473126.08 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06429, over 17662.01 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 14:07:38,777 INFO [train.py:927] (3/8) Epoch 12, batch 22600, giga_loss[loss=0.2021, simple_loss=0.2765, pruned_loss=0.06382, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03155, over 42.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2883, pruned_loss=0.06127, over 2472436.81 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05859, over 16325.06 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2935, pruned_loss=0.06707, over 2468215.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.05985, over 7980.93 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2884, pruned_loss=0.06101, over 2472713.87 frames. utt_duration=571 frames, utt_pad_proportion=0.06052, over 17367.34 utterances.], batch size: 42, lr: 3.11e-04
2022-08-28 14:09:18,937 INFO [train.py:927] (3/8) Epoch 12, batch 22650, giga_loss[loss=0.2061, simple_loss=0.3096, pruned_loss=0.05124, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02696, over 70.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2902, pruned_loss=0.06159, over 2472753.67 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05405, over 16367.90 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.293, pruned_loss=0.06696, over 2468292.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.05859, over 7944.14 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2906, pruned_loss=0.06133, over 2473004.65 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05632, over 17474.54 utterances.], batch size: 70, lr: 3.11e-04
2022-08-28 14:10:58,665 INFO [train.py:927] (3/8) Epoch 12, batch 22700, giga_loss[loss=0.2226, simple_loss=0.3052, pruned_loss=0.07, over 12417.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07209, over 212.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2902, pruned_loss=0.06045, over 2473096.59 frames. utt_duration=575.9 frames, utt_pad_proportion=0.05514, over 17221.71 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2926, pruned_loss=0.06673, over 2468218.49 frames. utt_duration=1248 frames, utt_pad_proportion=0.05798, over 7918.08 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2908, pruned_loss=0.06037, over 2473421.98 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05701, over 18234.03 utterances.], batch size: 212, lr: 3.11e-04
2022-08-28 14:12:40,482 INFO [train.py:927] (3/8) Epoch 12, batch 22750, giga_loss[loss=0.228, simple_loss=0.3096, pruned_loss=0.07321, over 12441.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03521, over 98.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2904, pruned_loss=0.06024, over 2473435.46 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05352, over 17395.54 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.06679, over 2468037.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.05776, over 7929.29 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2904, pruned_loss=0.05996, over 2473981.09 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0551, over 18407.62 utterances.], batch size: 98, lr: 3.11e-04
2022-08-28 14:14:22,680 INFO [train.py:927] (3/8) Epoch 12, batch 22800, giga_loss[loss=0.1888, simple_loss=0.2672, pruned_loss=0.05514, over 12177.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03506, over 39.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.291, pruned_loss=0.06078, over 2473319.68 frames. utt_duration=562.1 frames, utt_pad_proportion=0.05161, over 17647.86 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2925, pruned_loss=0.06658, over 2467717.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.05708, over 7890.99 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2915, pruned_loss=0.06063, over 2474138.61 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05318, over 18663.30 utterances.], batch size: 39, lr: 3.11e-04
2022-08-28 14:16:01,748 INFO [train.py:927] (3/8) Epoch 12, batch 22850, giga_loss[loss=0.2037, simple_loss=0.298, pruned_loss=0.05469, over 12465.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.02741, over 75.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2931, pruned_loss=0.06154, over 2473222.16 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05242, over 17609.11 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06649, over 2467684.27 frames. utt_duration=1254 frames, utt_pad_proportion=0.05592, over 7879.06 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2935, pruned_loss=0.06134, over 2474063.38 frames. utt_duration=529.7 frames, utt_pad_proportion=0.05399, over 18734.63 utterances.], batch size: 75, lr: 3.11e-04
2022-08-28 14:17:42,118 INFO [train.py:927] (3/8) Epoch 12, batch 22900, giga_loss[loss=0.2168, simple_loss=0.3092, pruned_loss=0.06218, over 12425.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.04891, over 161.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2946, pruned_loss=0.0621, over 2473534.23 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05623, over 17938.06 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2928, pruned_loss=0.06656, over 2467854.55 frames. utt_duration=1256 frames, utt_pad_proportion=0.05488, over 7869.05 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2947, pruned_loss=0.06179, over 2474202.12 frames. utt_duration=520.5 frames, utt_pad_proportion=0.05761, over 19068.47 utterances.], batch size: 161, lr: 3.11e-04
2022-08-28 14:19:19,861 INFO [train.py:927] (3/8) Epoch 12, batch 22950, giga_loss[loss=0.1955, simple_loss=0.2753, pruned_loss=0.05788, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0323, over 42.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2944, pruned_loss=0.06191, over 2473577.64 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05352, over 17248.43 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2923, pruned_loss=0.06638, over 2467554.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.05325, over 7834.05 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2949, pruned_loss=0.06164, over 2474575.36 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05545, over 18542.12 utterances.], batch size: 42, lr: 3.11e-04
2022-08-28 14:20:58,913 INFO [train.py:927] (3/8) Epoch 12, batch 23000, giga_loss[loss=0.2953, simple_loss=0.3447, pruned_loss=0.123, over 12400.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2932, pruned_loss=0.06177, over 2473040.12 frames. utt_duration=581.7 frames, utt_pad_proportion=0.05232, over 17049.66 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2915, pruned_loss=0.06599, over 2467523.76 frames. utt_duration=1269 frames, utt_pad_proportion=0.05217, over 7784.68 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2943, pruned_loss=0.06177, over 2474015.82 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05434, over 18363.65 utterances.], batch size: 259, lr: 3.11e-04
2022-08-28 14:22:39,157 INFO [train.py:927] (3/8) Epoch 12, batch 23050, giga_loss[loss=0.1883, simple_loss=0.2779, pruned_loss=0.04936, over 12446.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03159, over 55.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2899, pruned_loss=0.06011, over 2472691.04 frames. utt_duration=600.8 frames, utt_pad_proportion=0.04957, over 16503.99 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2909, pruned_loss=0.06566, over 2467070.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.05145, over 7733.73 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06026, over 2474006.13 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05169, over 17840.71 utterances.], batch size: 55, lr: 3.11e-04
2022-08-28 14:24:18,960 INFO [train.py:927] (3/8) Epoch 12, batch 23100, giga_loss[loss=0.1893, simple_loss=0.2858, pruned_loss=0.04639, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02856, over 66.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2909, pruned_loss=0.05972, over 2472426.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.0527, over 17061.71 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2909, pruned_loss=0.0657, over 2466874.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.051, over 7724.70 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.292, pruned_loss=0.05973, over 2473746.41 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05435, over 18254.76 utterances.], batch size: 66, lr: 3.11e-04
2022-08-28 14:25:59,278 INFO [train.py:927] (3/8) Epoch 12, batch 23150, giga_loss[loss=0.1636, simple_loss=0.2518, pruned_loss=0.03772, over 12187.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04206, over 28.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2908, pruned_loss=0.05984, over 2472594.85 frames. utt_duration=583.3 frames, utt_pad_proportion=0.0556, over 17000.13 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.291, pruned_loss=0.06563, over 2466953.30 frames. utt_duration=1280 frames, utt_pad_proportion=0.05062, over 7715.49 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2916, pruned_loss=0.05985, over 2473605.57 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05694, over 18035.70 utterances.], batch size: 28, lr: 3.11e-04
2022-08-28 14:27:38,335 INFO [train.py:927] (3/8) Epoch 12, batch 23200, giga_loss[loss=0.1898, simple_loss=0.2754, pruned_loss=0.0521, over 12345.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2894, pruned_loss=0.06032, over 2472002.13 frames. utt_duration=585.4 frames, utt_pad_proportion=0.05289, over 16935.05 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2908, pruned_loss=0.06553, over 2466577.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.05031, over 7717.67 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2903, pruned_loss=0.0603, over 2473249.06 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05424, over 17966.15 utterances.], batch size: 97, lr: 3.11e-04
2022-08-28 14:29:19,795 INFO [train.py:927] (3/8) Epoch 12, batch 23250, giga_loss[loss=0.1854, simple_loss=0.2626, pruned_loss=0.05413, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02819, over 48.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2873, pruned_loss=0.05985, over 2472577.62 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05096, over 16744.83 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2906, pruned_loss=0.06551, over 2466517.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.05043, over 7716.06 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2882, pruned_loss=0.05977, over 2473742.16 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05214, over 17736.77 utterances.], batch size: 48, lr: 3.11e-04
2022-08-28 14:30:58,794 INFO [train.py:927] (3/8) Epoch 12, batch 23300, giga_loss[loss=0.1853, simple_loss=0.2717, pruned_loss=0.04947, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02882, over 80.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2848, pruned_loss=0.05914, over 2472923.55 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05315, over 17224.60 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2907, pruned_loss=0.06572, over 2466864.59 frames. utt_duration=1284 frames, utt_pad_proportion=0.04949, over 7696.22 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2852, pruned_loss=0.05873, over 2473667.55 frames. utt_duration=543.1 frames, utt_pad_proportion=0.0544, over 18268.76 utterances.], batch size: 80, lr: 3.11e-04
2022-08-28 14:32:40,393 INFO [train.py:927] (3/8) Epoch 12, batch 23350, giga_loss[loss=0.2648, simple_loss=0.3282, pruned_loss=0.1007, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03482, over 39.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2821, pruned_loss=0.0582, over 2472532.59 frames. utt_duration=598 frames, utt_pad_proportion=0.05147, over 16580.05 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2907, pruned_loss=0.06552, over 2466719.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.04852, over 7655.30 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2822, pruned_loss=0.05784, over 2473460.34 frames. utt_duration=558.7 frames, utt_pad_proportion=0.053, over 17754.92 utterances.], batch size: 39, lr: 3.11e-04
2022-08-28 14:34:21,597 INFO [train.py:927] (3/8) Epoch 12, batch 23400, giga_loss[loss=0.21, simple_loss=0.2957, pruned_loss=0.06209, over 12431.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03581, over 98.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2853, pruned_loss=0.05942, over 2472777.94 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05417, over 17088.72 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2908, pruned_loss=0.06557, over 2466955.40 frames. utt_duration=1291 frames, utt_pad_proportion=0.04794, over 7655.48 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2852, pruned_loss=0.059, over 2473372.58 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05549, over 18142.07 utterances.], batch size: 98, lr: 3.11e-04
2022-08-28 14:36:04,228 INFO [train.py:927] (3/8) Epoch 12, batch 23450, giga_loss[loss=0.239, simple_loss=0.3207, pruned_loss=0.07867, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02524, over 48.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2883, pruned_loss=0.06082, over 2472281.21 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05712, over 17298.76 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2909, pruned_loss=0.06563, over 2466832.99 frames. utt_duration=1292 frames, utt_pad_proportion=0.04719, over 7645.41 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2881, pruned_loss=0.06033, over 2472977.32 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05837, over 18326.10 utterances.], batch size: 48, lr: 3.11e-04
2022-08-28 14:37:45,217 INFO [train.py:927] (3/8) Epoch 12, batch 23500, giga_loss[loss=0.2174, simple_loss=0.3036, pruned_loss=0.06555, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.291, pruned_loss=0.06204, over 2472315.89 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05611, over 16821.68 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.291, pruned_loss=0.06567, over 2466860.27 frames. utt_duration=1293 frames, utt_pad_proportion=0.04662, over 7638.73 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2907, pruned_loss=0.06157, over 2472932.83 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05747, over 17765.28 utterances.], batch size: 113, lr: 3.11e-04
2022-08-28 14:39:30,372 INFO [train.py:927] (3/8) Epoch 12, batch 23550, giga_loss[loss=0.291, simple_loss=0.3381, pruned_loss=0.122, over 12364.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2975, pruned_loss=0.06706, over 2472747.43 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06239, over 17502.40 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2914, pruned_loss=0.06593, over 2467132.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.0505, over 7728.44 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2971, pruned_loss=0.0664, over 2473173.10 frames. utt_duration=535.7 frames, utt_pad_proportion=0.062, over 18517.06 utterances.], batch size: 369, lr: 3.11e-04
2022-08-28 14:41:12,507 INFO [train.py:927] (3/8) Epoch 12, batch 23600, giga_loss[loss=0.2576, simple_loss=0.3323, pruned_loss=0.0915, over 12479.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.036, over 37.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3034, pruned_loss=0.07123, over 2473190.86 frames. utt_duration=542.6 frames, utt_pad_proportion=0.07041, over 18282.00 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2913, pruned_loss=0.06592, over 2467040.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05461, over 7780.61 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3034, pruned_loss=0.07083, over 2473783.03 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06856, over 19338.08 utterances.], batch size: 37, lr: 3.11e-04
2022-08-28 14:42:55,532 INFO [train.py:927] (3/8) Epoch 12, batch 23650, giga_loss[loss=0.2463, simple_loss=0.3254, pruned_loss=0.08361, over 12397.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03906, over 105.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3095, pruned_loss=0.07592, over 2473941.16 frames. utt_duration=519.1 frames, utt_pad_proportion=0.07378, over 19118.47 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.291, pruned_loss=0.06573, over 2467478.36 frames. utt_duration=1274 frames, utt_pad_proportion=0.0538, over 7757.16 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.31, pruned_loss=0.07585, over 2474158.78 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07253, over 20145.49 utterances.], batch size: 105, lr: 3.11e-04
2022-08-28 14:44:38,104 INFO [train.py:927] (3/8) Epoch 12, batch 23700, giga_loss[loss=0.2039, simple_loss=0.2896, pruned_loss=0.05912, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3133, pruned_loss=0.07906, over 2474560.33 frames. utt_duration=478.1 frames, utt_pad_proportion=0.08487, over 20767.13 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.291, pruned_loss=0.0658, over 2467900.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.05753, over 7811.28 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.314, pruned_loss=0.07911, over 2474495.10 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08246, over 21723.03 utterances.], batch size: 42, lr: 3.11e-04
2022-08-28 14:46:23,082 INFO [train.py:927] (3/8) Epoch 12, batch 23750, giga_loss[loss=0.2389, simple_loss=0.317, pruned_loss=0.08039, over 12218.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03203, over 39.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08424, over 2474625.97 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0883, over 21944.94 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2908, pruned_loss=0.0658, over 2467901.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.05708, over 7803.60 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08472, over 2474739.17 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08675, over 23090.41 utterances.], batch size: 39, lr: 3.11e-04
2022-08-28 14:48:14,166 INFO [train.py:927] (3/8) Epoch 12, batch 23800, libri_loss[loss=0.1996, simple_loss=0.2852, pruned_loss=0.05703, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005578, over 34.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3216, pruned_loss=0.08574, over 2474154.06 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08237, over 21557.48 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2908, pruned_loss=0.06572, over 2467836.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.05578, over 7772.85 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3236, pruned_loss=0.08674, over 2474481.96 frames. utt_duration=434 frames, utt_pad_proportion=0.08207, over 22884.41 utterances.], batch size: 34, lr: 3.11e-04
2022-08-28 14:50:00,255 INFO [train.py:927] (3/8) Epoch 12, batch 23850, giga_loss[loss=0.323, simple_loss=0.3657, pruned_loss=0.1402, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3241, pruned_loss=0.08836, over 2474762.27 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08315, over 22414.80 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.291, pruned_loss=0.06588, over 2468166.66 frames. utt_duration=1268 frames, utt_pad_proportion=0.05582, over 7796.34 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.326, pruned_loss=0.08934, over 2474848.72 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08301, over 23689.89 utterances.], batch size: 370, lr: 3.11e-04
2022-08-28 14:51:44,566 INFO [train.py:927] (3/8) Epoch 12, batch 23900, giga_loss[loss=0.2625, simple_loss=0.3424, pruned_loss=0.09131, over 12361.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03291, over 51.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3255, pruned_loss=0.08835, over 2474933.94 frames. utt_duration=449.9 frames, utt_pad_proportion=0.08336, over 22075.11 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2916, pruned_loss=0.06616, over 2468518.43 frames. utt_duration=1241 frames, utt_pad_proportion=0.06344, over 7963.22 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3279, pruned_loss=0.08986, over 2474968.40 frames. utt_duration=421 frames, utt_pad_proportion=0.08146, over 23597.81 utterances.], batch size: 51, lr: 3.10e-04
2022-08-28 14:53:29,390 INFO [train.py:927] (3/8) Epoch 12, batch 23950, giga_loss[loss=0.2111, simple_loss=0.302, pruned_loss=0.06014, over 12374.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02659, over 66.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3273, pruned_loss=0.08949, over 2474889.76 frames. utt_duration=434.9 frames, utt_pad_proportion=0.08286, over 22837.69 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2916, pruned_loss=0.06616, over 2468518.43 frames. utt_duration=1241 frames, utt_pad_proportion=0.06344, over 7963.22 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3292, pruned_loss=0.09067, over 2474916.58 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08143, over 24022.82 utterances.], batch size: 66, lr: 3.10e-04
2022-08-28 14:55:20,059 INFO [train.py:927] (3/8) Epoch 12, batch 24000, giga_loss[loss=0.2257, simple_loss=0.3127, pruned_loss=0.06936, over 12344.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3255, pruned_loss=0.08729, over 2475151.18 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08418, over 22991.89 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2917, pruned_loss=0.06613, over 2468496.70 frames. utt_duration=1241 frames, utt_pad_proportion=0.06275, over 7966.15 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3281, pruned_loss=0.08898, over 2475410.36 frames. utt_duration=407 frames, utt_pad_proportion=0.08339, over 24414.78 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 14:55:20,063 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 14:55:33,705 INFO [train.py:967] (3/8) Epoch 12, validation: loss=0.1739, simple_loss=0.2844, pruned_loss=0.03175, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 14:57:18,981 INFO [train.py:927] (3/8) Epoch 12, batch 24050, giga_loss[loss=0.2298, simple_loss=0.3045, pruned_loss=0.07753, over 12388.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0746, over 212.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3223, pruned_loss=0.0846, over 2475079.23 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08386, over 23204.71 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2914, pruned_loss=0.06589, over 2468726.18 frames. utt_duration=1244 frames, utt_pad_proportion=0.0623, over 7950.52 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3249, pruned_loss=0.08629, over 2475148.25 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08342, over 24460.54 utterances.], batch size: 212, lr: 3.10e-04
2022-08-28 14:59:05,409 INFO [train.py:927] (3/8) Epoch 12, batch 24100, giga_loss[loss=0.2163, simple_loss=0.2994, pruned_loss=0.06658, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3202, pruned_loss=0.08293, over 2474920.45 frames. utt_duration=454 frames, utt_pad_proportion=0.07927, over 21875.68 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06579, over 2468514.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.06144, over 7928.66 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3228, pruned_loss=0.08466, over 2475262.61 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07951, over 23152.74 utterances.], batch size: 48, lr: 3.10e-04
2022-08-28 15:00:59,752 INFO [train.py:927] (3/8) Epoch 12, batch 24150, giga_loss[loss=0.2223, simple_loss=0.3146, pruned_loss=0.065, over 12347.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02999, over 91.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3193, pruned_loss=0.08187, over 2475145.23 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07749, over 21669.00 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2909, pruned_loss=0.06566, over 2468357.53 frames. utt_duration=1248 frames, utt_pad_proportion=0.06107, over 7920.76 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3221, pruned_loss=0.08356, over 2475627.40 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07795, over 22856.98 utterances.], batch size: 91, lr: 3.10e-04
2022-08-28 15:02:42,395 INFO [train.py:927] (3/8) Epoch 12, batch 24200, giga_loss[loss=0.21, simple_loss=0.289, pruned_loss=0.06549, over 12245.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02939, over 45.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3201, pruned_loss=0.08066, over 2474419.20 frames. utt_duration=460.6 frames, utt_pad_proportion=0.08024, over 21557.07 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2911, pruned_loss=0.06564, over 2468165.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06144, over 7939.59 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3223, pruned_loss=0.08214, over 2475022.39 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08044, over 22594.51 utterances.], batch size: 45, lr: 3.10e-04
2022-08-28 15:04:27,104 INFO [train.py:927] (3/8) Epoch 12, batch 24250, giga_loss[loss=0.2076, simple_loss=0.2869, pruned_loss=0.06419, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04392, over 28.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.318, pruned_loss=0.07944, over 2473968.72 frames. utt_duration=479.8 frames, utt_pad_proportion=0.0739, over 20686.88 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2911, pruned_loss=0.06567, over 2467764.29 frames. utt_duration=1249 frames, utt_pad_proportion=0.06008, over 7912.02 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3208, pruned_loss=0.08108, over 2475027.51 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07498, over 21986.76 utterances.], batch size: 28, lr: 3.10e-04
2022-08-28 15:06:11,664 INFO [train.py:927] (3/8) Epoch 12, batch 24300, giga_loss[loss=0.218, simple_loss=0.3006, pruned_loss=0.0677, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3154, pruned_loss=0.07858, over 2474009.20 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07306, over 20546.26 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2907, pruned_loss=0.06546, over 2467624.96 frames. utt_duration=1253 frames, utt_pad_proportion=0.05885, over 7888.72 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.319, pruned_loss=0.08067, over 2475275.62 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07456, over 22157.13 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:07:59,779 INFO [train.py:927] (3/8) Epoch 12, batch 24350, giga_loss[loss=0.2498, simple_loss=0.3327, pruned_loss=0.08348, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03179, over 39.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3157, pruned_loss=0.07905, over 2474026.68 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07858, over 21667.38 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2909, pruned_loss=0.06548, over 2467788.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.0584, over 7883.86 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3186, pruned_loss=0.08079, over 2474937.72 frames. utt_duration=430.9 frames, utt_pad_proportion=0.0796, over 23051.33 utterances.], batch size: 39, lr: 3.10e-04
2022-08-28 15:09:41,332 INFO [train.py:927] (3/8) Epoch 12, batch 24400, giga_loss[loss=0.2462, simple_loss=0.3232, pruned_loss=0.08454, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3149, pruned_loss=0.07735, over 2473837.91 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07459, over 20707.17 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06559, over 2467826.93 frames. utt_duration=1255 frames, utt_pad_proportion=0.05771, over 7875.66 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3172, pruned_loss=0.07879, over 2474595.17 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07595, over 21990.49 utterances.], batch size: 113, lr: 3.10e-04
2022-08-28 15:11:25,125 INFO [train.py:927] (3/8) Epoch 12, batch 24450, libri_loss[loss=0.2076, simple_loss=0.2919, pruned_loss=0.06167, over 12310.00 frames. utt_duration=967 frames, utt_pad_proportion=0.06574, over 51.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3126, pruned_loss=0.07652, over 2474144.54 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07728, over 20633.99 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2911, pruned_loss=0.06541, over 2468067.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.05666, over 7879.72 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3156, pruned_loss=0.07832, over 2474795.83 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07883, over 22198.31 utterances.], batch size: 51, lr: 3.10e-04
2022-08-28 15:13:12,033 INFO [train.py:927] (3/8) Epoch 12, batch 24500, giga_loss[loss=0.2637, simple_loss=0.333, pruned_loss=0.09727, over 12412.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3117, pruned_loss=0.07666, over 2474093.12 frames. utt_duration=476 frames, utt_pad_proportion=0.07851, over 20852.01 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2912, pruned_loss=0.06546, over 2467929.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.0562, over 7873.93 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3141, pruned_loss=0.07813, over 2474803.05 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07986, over 22208.06 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:14:55,040 INFO [train.py:927] (3/8) Epoch 12, batch 24550, giga_loss[loss=0.2046, simple_loss=0.2814, pruned_loss=0.06386, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03024, over 42.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3101, pruned_loss=0.07643, over 2474381.90 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07587, over 20396.30 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2912, pruned_loss=0.06539, over 2467926.52 frames. utt_duration=1247 frames, utt_pad_proportion=0.05923, over 7926.44 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.313, pruned_loss=0.07815, over 2475182.42 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07662, over 21969.68 utterances.], batch size: 42, lr: 3.10e-04
2022-08-28 15:16:38,920 INFO [train.py:927] (3/8) Epoch 12, batch 24600, giga_loss[loss=0.2372, simple_loss=0.313, pruned_loss=0.08068, over 12375.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3088, pruned_loss=0.076, over 2474015.83 frames. utt_duration=489 frames, utt_pad_proportion=0.07457, over 20296.31 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2908, pruned_loss=0.06525, over 2468355.92 frames. utt_duration=1252 frames, utt_pad_proportion=0.05798, over 7894.10 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.0778, over 2474413.04 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07582, over 21935.97 utterances.], batch size: 62, lr: 3.10e-04
2022-08-28 15:18:20,341 INFO [train.py:927] (3/8) Epoch 12, batch 24650, giga_loss[loss=0.2379, simple_loss=0.3169, pruned_loss=0.07944, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04409, over 34.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3084, pruned_loss=0.07498, over 2474164.20 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06835, over 19696.38 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2908, pruned_loss=0.06522, over 2468140.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.05648, over 7858.32 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07678, over 2474887.11 frames. utt_duration=463 frames, utt_pad_proportion=0.07046, over 21447.24 utterances.], batch size: 34, lr: 3.10e-04
2022-08-28 15:20:03,174 INFO [train.py:927] (3/8) Epoch 12, batch 24700, giga_loss[loss=0.2088, simple_loss=0.2903, pruned_loss=0.06371, over 12370.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04435, over 37.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07536, over 2474694.43 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06785, over 20060.88 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2906, pruned_loss=0.06505, over 2468023.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05607, over 7843.77 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07703, over 2475433.21 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0697, over 21563.94 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 15:21:49,675 INFO [train.py:927] (3/8) Epoch 12, batch 24750, giga_loss[loss=0.3137, simple_loss=0.3664, pruned_loss=0.1305, over 12357.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.07733, over 2474981.71 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06916, over 20201.23 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2908, pruned_loss=0.06509, over 2468100.97 frames. utt_duration=1259 frames, utt_pad_proportion=0.05596, over 7850.55 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3136, pruned_loss=0.07865, over 2475520.03 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07059, over 21423.28 utterances.], batch size: 365, lr: 3.10e-04
2022-08-28 15:23:33,834 INFO [train.py:927] (3/8) Epoch 12, batch 24800, giga_loss[loss=0.2469, simple_loss=0.3235, pruned_loss=0.08513, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02628, over 48.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3116, pruned_loss=0.07836, over 2474674.61 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07215, over 20341.43 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2908, pruned_loss=0.06503, over 2467968.47 frames. utt_duration=1260 frames, utt_pad_proportion=0.05566, over 7842.27 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.314, pruned_loss=0.07997, over 2475470.77 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07347, over 21810.55 utterances.], batch size: 48, lr: 3.10e-04
2022-08-28 15:25:16,776 INFO [train.py:927] (3/8) Epoch 12, batch 24850, giga_loss[loss=0.1934, simple_loss=0.2795, pruned_loss=0.0536, over 12341.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.03034, over 66.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.312, pruned_loss=0.07879, over 2474877.28 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07678, over 20767.91 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2915, pruned_loss=0.06546, over 2468237.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.05626, over 7889.78 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3139, pruned_loss=0.08011, over 2475487.81 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07752, over 22300.93 utterances.], batch size: 66, lr: 3.10e-04
2022-08-28 15:26:57,796 INFO [train.py:927] (3/8) Epoch 12, batch 24900, giga_loss[loss=0.2038, simple_loss=0.2952, pruned_loss=0.05615, over 12383.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03097, over 51.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3113, pruned_loss=0.07792, over 2474936.09 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07832, over 21033.63 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2912, pruned_loss=0.06555, over 2467913.87 frames. utt_duration=1260 frames, utt_pad_proportion=0.05493, over 7847.05 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3139, pruned_loss=0.07935, over 2475952.28 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07945, over 22735.53 utterances.], batch size: 51, lr: 3.10e-04
2022-08-28 15:28:45,777 INFO [train.py:927] (3/8) Epoch 12, batch 24950, giga_loss[loss=0.2049, simple_loss=0.2859, pruned_loss=0.06195, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02973, over 42.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3096, pruned_loss=0.07691, over 2474245.38 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07829, over 20519.71 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2911, pruned_loss=0.0655, over 2468058.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05535, over 7869.13 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.312, pruned_loss=0.07825, over 2475004.27 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07923, over 22015.87 utterances.], batch size: 42, lr: 3.10e-04
2022-08-28 15:30:27,813 INFO [train.py:927] (3/8) Epoch 12, batch 25000, giga_loss[loss=0.2341, simple_loss=0.3215, pruned_loss=0.07333, over 12380.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03885, over 145.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3086, pruned_loss=0.07628, over 2474967.13 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07531, over 19935.54 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.06532, over 2468143.88 frames. utt_duration=1258 frames, utt_pad_proportion=0.0543, over 7854.72 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3114, pruned_loss=0.07785, over 2475713.20 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07684, over 21540.51 utterances.], batch size: 145, lr: 3.10e-04
2022-08-28 15:32:13,034 INFO [train.py:927] (3/8) Epoch 12, batch 25050, giga_loss[loss=0.2139, simple_loss=0.3059, pruned_loss=0.06094, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05239, over 161.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3133, pruned_loss=0.07754, over 2474680.10 frames. utt_duration=483 frames, utt_pad_proportion=0.07632, over 20557.13 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2908, pruned_loss=0.06545, over 2468212.04 frames. utt_duration=1259 frames, utt_pad_proportion=0.05385, over 7853.57 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3159, pruned_loss=0.07889, over 2475336.88 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07777, over 22063.97 utterances.], batch size: 161, lr: 3.10e-04
2022-08-28 15:33:59,186 INFO [train.py:927] (3/8) Epoch 12, batch 25100, giga_loss[loss=0.2785, simple_loss=0.3402, pruned_loss=0.1084, over 12350.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2083, over 371.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3155, pruned_loss=0.07793, over 2474365.25 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07503, over 20149.89 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.06538, over 2468099.98 frames. utt_duration=1260 frames, utt_pad_proportion=0.05366, over 7845.30 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3177, pruned_loss=0.07911, over 2475019.46 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07636, over 21396.02 utterances.], batch size: 371, lr: 3.10e-04
2022-08-28 15:35:43,598 INFO [train.py:927] (3/8) Epoch 12, batch 25150, giga_loss[loss=0.2345, simple_loss=0.3124, pruned_loss=0.07827, over 12416.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03857, over 43.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3167, pruned_loss=0.07899, over 2474442.06 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07803, over 20365.88 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2912, pruned_loss=0.06574, over 2468432.64 frames. utt_duration=1248 frames, utt_pad_proportion=0.05658, over 7918.70 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3185, pruned_loss=0.07989, over 2474797.19 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0783, over 21565.63 utterances.], batch size: 43, lr: 3.10e-04
2022-08-28 15:37:28,595 INFO [train.py:927] (3/8) Epoch 12, batch 25200, giga_loss[loss=0.2067, simple_loss=0.2866, pruned_loss=0.06335, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04379, over 37.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3159, pruned_loss=0.07922, over 2474811.81 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07437, over 20255.96 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2913, pruned_loss=0.06579, over 2468419.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.05574, over 7894.48 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3177, pruned_loss=0.08011, over 2475204.18 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07514, over 21428.46 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 15:39:10,944 INFO [train.py:927] (3/8) Epoch 12, batch 25250, giga_loss[loss=0.2354, simple_loss=0.3034, pruned_loss=0.08367, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03196, over 80.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3142, pruned_loss=0.07859, over 2474751.03 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07252, over 19963.69 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.06532, over 2468377.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.0547, over 7848.41 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3168, pruned_loss=0.08006, over 2475273.79 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07379, over 21278.45 utterances.], batch size: 80, lr: 3.10e-04
2022-08-28 15:40:57,195 INFO [train.py:927] (3/8) Epoch 12, batch 25300, giga_loss[loss=0.2532, simple_loss=0.3305, pruned_loss=0.08795, over 12419.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.0369, over 123.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07929, over 2475616.54 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07055, over 20027.78 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2907, pruned_loss=0.06532, over 2468489.38 frames. utt_duration=1262 frames, utt_pad_proportion=0.05429, over 7834.96 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08057, over 2475987.84 frames. utt_duration=469 frames, utt_pad_proportion=0.07185, over 21184.93 utterances.], batch size: 123, lr: 3.10e-04
2022-08-28 15:42:39,806 INFO [train.py:927] (3/8) Epoch 12, batch 25350, giga_loss[loss=0.2199, simple_loss=0.2979, pruned_loss=0.07095, over 12351.00 frames. utt_duration=853.2 frames, utt_pad_proportion=0.03268, over 58.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3131, pruned_loss=0.07872, over 2475207.52 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06894, over 19631.49 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2914, pruned_loss=0.06548, over 2468409.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.05332, over 7842.64 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3149, pruned_loss=0.07998, over 2475776.27 frames. utt_duration=476 frames, utt_pad_proportion=0.07056, over 20867.65 utterances.], batch size: 58, lr: 3.10e-04
2022-08-28 15:44:21,158 INFO [train.py:927] (3/8) Epoch 12, batch 25400, libri_loss[loss=0.2135, simple_loss=0.3035, pruned_loss=0.06172, over 12442.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009422, over 39.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3136, pruned_loss=0.0785, over 2475452.53 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06667, over 19489.49 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.06532, over 2468120.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.0525, over 7825.98 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07986, over 2476252.69 frames. utt_duration=480 frames, utt_pad_proportion=0.06846, over 20697.60 utterances.], batch size: 39, lr: 3.10e-04
2022-08-28 15:46:09,573 INFO [train.py:927] (3/8) Epoch 12, batch 25450, giga_loss[loss=0.2649, simple_loss=0.3556, pruned_loss=0.08714, over 12405.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03973, over 37.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.07906, over 2475358.82 frames. utt_duration=499 frames, utt_pad_proportion=0.0697, over 19902.59 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06523, over 2468038.75 frames. utt_duration=1267 frames, utt_pad_proportion=0.05195, over 7802.73 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3163, pruned_loss=0.08037, over 2476144.47 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07117, over 21020.02 utterances.], batch size: 37, lr: 3.10e-04
2022-08-28 15:47:56,769 INFO [train.py:927] (3/8) Epoch 12, batch 25500, giga_loss[loss=0.1997, simple_loss=0.2968, pruned_loss=0.05133, over 12382.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04359, over 26.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3164, pruned_loss=0.07806, over 2474972.72 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06835, over 19548.85 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2911, pruned_loss=0.06527, over 2467998.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05244, over 7818.57 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.318, pruned_loss=0.07916, over 2475683.17 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06952, over 20510.51 utterances.], batch size: 26, lr: 3.10e-04
2022-08-28 15:49:40,423 INFO [train.py:927] (3/8) Epoch 12, batch 25550, giga_loss[loss=0.2485, simple_loss=0.3217, pruned_loss=0.08767, over 12460.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03617, over 105.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3177, pruned_loss=0.07898, over 2475096.90 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06375, over 19120.72 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2913, pruned_loss=0.06537, over 2467982.63 frames. utt_duration=1267 frames, utt_pad_proportion=0.05153, over 7802.44 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3195, pruned_loss=0.08006, over 2475817.41 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06533, over 20152.89 utterances.], batch size: 105, lr: 3.10e-04
2022-08-28 15:51:21,110 INFO [train.py:927] (3/8) Epoch 12, batch 25600, giga_loss[loss=0.3103, simple_loss=0.36, pruned_loss=0.1303, over 12369.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3189, pruned_loss=0.08073, over 2475495.66 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06751, over 19992.41 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.291, pruned_loss=0.06528, over 2468017.59 frames. utt_duration=1271 frames, utt_pad_proportion=0.05062, over 7775.51 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3212, pruned_loss=0.082, over 2476195.15 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06897, over 21106.98 utterances.], batch size: 258, lr: 3.10e-04
2022-08-28 15:53:03,400 INFO [train.py:927] (3/8) Epoch 12, batch 25650, giga_loss[loss=0.2223, simple_loss=0.3085, pruned_loss=0.06808, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.32, pruned_loss=0.08087, over 2475735.24 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07462, over 20623.93 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2923, pruned_loss=0.06625, over 2468342.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.06897, over 8105.59 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3213, pruned_loss=0.08139, over 2476176.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06984, over 21493.28 utterances.], batch size: 146, lr: 3.10e-04
2022-08-28 15:53:58,479 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-28 15:56:25,996 INFO [train.py:927] (3/8) Epoch 13, batch 50, giga_loss[loss=0.2211, simple_loss=0.3115, pruned_loss=0.06531, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.02902, over 85.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3127, pruned_loss=0.06587, over 548573.67 frames. utt_duration=531 frames, utt_pad_proportion=0.05933, over 4143.93 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3069, pruned_loss=0.06153, over 24717.01 frames. utt_duration=1378 frames, utt_pad_proportion=0.007768, over 71.83 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3129, pruned_loss=0.06604, over 529141.61 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06006, over 4090.64 utterances.], batch size: 85, lr: 3.02e-04
2022-08-28 15:58:10,493 INFO [train.py:927] (3/8) Epoch 13, batch 100, libri_loss[loss=0.2485, simple_loss=0.3481, pruned_loss=0.07442, over 12257.00 frames. utt_duration=963.2 frames, utt_pad_proportion=0.06577, over 51.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.291, pruned_loss=0.05773, over 975295.58 frames. utt_duration=543.4 frames, utt_pad_proportion=0.0707, over 7199.36 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.3096, pruned_loss=0.05684, over 73158.10 frames. utt_duration=1306 frames, utt_pad_proportion=0.0202, over 224.37 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2898, pruned_loss=0.05782, over 929676.45 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07196, over 7127.53 utterances.], batch size: 51, lr: 3.02e-04
2022-08-28 15:59:50,682 INFO [train.py:927] (3/8) Epoch 13, batch 150, giga_loss[loss=0.1854, simple_loss=0.2714, pruned_loss=0.0497, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2781, pruned_loss=0.05274, over 1307482.43 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06873, over 9759.11 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3101, pruned_loss=0.0601, over 144088.28 frames. utt_duration=1072 frames, utt_pad_proportion=0.09618, over 538.20 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2756, pruned_loss=0.05219, over 1235451.98 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06706, over 9629.30 utterances.], batch size: 133, lr: 3.02e-04
2022-08-28 16:01:30,916 INFO [train.py:927] (3/8) Epoch 13, batch 200, giga_loss[loss=0.1642, simple_loss=0.2449, pruned_loss=0.04174, over 12366.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02765, over 66.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2671, pruned_loss=0.04857, over 1566061.27 frames. utt_duration=550 frames, utt_pad_proportion=0.06281, over 11420.17 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.3061, pruned_loss=0.05886, over 178737.44 frames. utt_duration=1082 frames, utt_pad_proportion=0.08908, over 661.63 utterances.], giga_tot_loss[loss=0.1802, simple_loss=0.2645, pruned_loss=0.04795, over 1495509.70 frames. utt_duration=528.7 frames, utt_pad_proportion=0.0617, over 11346.28 utterances.], batch size: 66, lr: 3.02e-04
2022-08-28 16:03:11,507 INFO [train.py:927] (3/8) Epoch 13, batch 250, libri_loss[loss=0.1983, simple_loss=0.3003, pruned_loss=0.04814, over 12367.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.0146, over 41.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2628, pruned_loss=0.04713, over 1767372.40 frames. utt_duration=516.8 frames, utt_pad_proportion=0.07322, over 13718.21 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.3032, pruned_loss=0.05664, over 235590.75 frames. utt_duration=1117 frames, utt_pad_proportion=0.07416, over 845.18 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2599, pruned_loss=0.04657, over 1693101.87 frames. utt_duration=494 frames, utt_pad_proportion=0.07304, over 13751.64 utterances.], batch size: 41, lr: 3.02e-04
2022-08-28 16:04:55,203 INFO [train.py:927] (3/8) Epoch 13, batch 300, libri_loss[loss=0.2216, simple_loss=0.3082, pruned_loss=0.06752, over 12433.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01024, over 39.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.2592, pruned_loss=0.04599, over 1923973.62 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07208, over 14995.18 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.3017, pruned_loss=0.05589, over 269097.04 frames. utt_duration=1156 frames, utt_pad_proportion=0.06722, over 932.11 utterances.], giga_tot_loss[loss=0.1736, simple_loss=0.2564, pruned_loss=0.04544, over 1856860.80 frames. utt_duration=492 frames, utt_pad_proportion=0.07237, over 15142.50 utterances.], batch size: 39, lr: 3.02e-04
2022-08-28 16:06:36,135 INFO [train.py:927] (3/8) Epoch 13, batch 350, giga_loss[loss=0.1533, simple_loss=0.2362, pruned_loss=0.03526, over 12342.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03034, over 91.00 utterances.], tot_loss[loss=0.1728, simple_loss=0.2561, pruned_loss=0.04468, over 2046075.66 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07311, over 16619.46 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2998, pruned_loss=0.05597, over 312673.56 frames. utt_duration=1183 frames, utt_pad_proportion=0.06096, over 1058.56 utterances.], giga_tot_loss[loss=0.1706, simple_loss=0.2532, pruned_loss=0.04399, over 1984291.50 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07372, over 16892.18 utterances.], batch size: 91, lr: 3.02e-04
2022-08-28 16:08:17,441 INFO [train.py:927] (3/8) Epoch 13, batch 400, giga_loss[loss=0.13, simple_loss=0.2106, pruned_loss=0.02467, over 12172.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03838, over 28.00 utterances.], tot_loss[loss=0.1698, simple_loss=0.2531, pruned_loss=0.04331, over 2140446.97 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06911, over 16872.70 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2964, pruned_loss=0.05483, over 376459.99 frames. utt_duration=1224 frames, utt_pad_proportion=0.05198, over 1231.71 utterances.], giga_tot_loss[loss=0.1674, simple_loss=0.2498, pruned_loss=0.04253, over 2080941.20 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07037, over 17366.73 utterances.], batch size: 28, lr: 3.02e-04
2022-08-28 16:09:59,917 INFO [train.py:927] (3/8) Epoch 13, batch 450, giga_loss[loss=0.1882, simple_loss=0.2719, pruned_loss=0.05225, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07363, over 212.00 utterances.], tot_loss[loss=0.1658, simple_loss=0.2485, pruned_loss=0.04155, over 2214638.79 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06491, over 16929.17 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2924, pruned_loss=0.05357, over 407532.12 frames. utt_duration=1251 frames, utt_pad_proportion=0.04878, over 1304.88 utterances.], giga_tot_loss[loss=0.1639, simple_loss=0.2458, pruned_loss=0.04093, over 2163916.38 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06629, over 17460.08 utterances.], batch size: 212, lr: 3.02e-04
2022-08-28 16:11:42,050 INFO [train.py:927] (3/8) Epoch 13, batch 500, giga_loss[loss=0.2613, simple_loss=0.3332, pruned_loss=0.09466, over 12367.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.1747, simple_loss=0.2577, pruned_loss=0.04582, over 2272252.98 frames. utt_duration=515 frames, utt_pad_proportion=0.0655, over 17701.24 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2909, pruned_loss=0.05292, over 458295.69 frames. utt_duration=1270 frames, utt_pad_proportion=0.04381, over 1444.88 utterances.], giga_tot_loss[loss=0.1728, simple_loss=0.2551, pruned_loss=0.0453, over 2227001.28 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06703, over 18365.44 utterances.], batch size: 260, lr: 3.02e-04
2022-08-28 16:13:24,940 INFO [train.py:927] (3/8) Epoch 13, batch 550, giga_loss[loss=0.2108, simple_loss=0.3014, pruned_loss=0.06004, over 12323.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05087, over 26.00 utterances.], tot_loss[loss=0.1848, simple_loss=0.2689, pruned_loss=0.05035, over 2317166.95 frames. utt_duration=542 frames, utt_pad_proportion=0.06105, over 17146.88 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2889, pruned_loss=0.05299, over 527565.87 frames. utt_duration=1300 frames, utt_pad_proportion=0.03953, over 1624.62 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2666, pruned_loss=0.04985, over 2275279.94 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06306, over 18021.51 utterances.], batch size: 26, lr: 3.02e-04
2022-08-28 16:15:07,508 INFO [train.py:927] (3/8) Epoch 13, batch 600, giga_loss[loss=0.1967, simple_loss=0.2974, pruned_loss=0.048, over 12367.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03102, over 58.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2756, pruned_loss=0.05223, over 2352095.90 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06188, over 17468.47 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2881, pruned_loss=0.05284, over 575413.81 frames. utt_duration=1292 frames, utt_pad_proportion=0.04038, over 1783.34 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2736, pruned_loss=0.05185, over 2315843.98 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06354, over 18365.20 utterances.], batch size: 58, lr: 3.02e-04
2022-08-28 16:16:48,266 INFO [train.py:927] (3/8) Epoch 13, batch 650, giga_loss[loss=0.2163, simple_loss=0.303, pruned_loss=0.06476, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03626, over 37.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2796, pruned_loss=0.05348, over 2379024.95 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06282, over 18160.67 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2856, pruned_loss=0.052, over 603363.54 frames. utt_duration=1313 frames, utt_pad_proportion=0.03932, over 1840.32 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2785, pruned_loss=0.05339, over 2349294.43 frames. utt_duration=495 frames, utt_pad_proportion=0.06425, over 19040.87 utterances.], batch size: 37, lr: 3.02e-04
2022-08-28 16:18:30,468 INFO [train.py:927] (3/8) Epoch 13, batch 700, giga_loss[loss=0.2044, simple_loss=0.2861, pruned_loss=0.06131, over 12190.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.0323, over 36.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05623, over 2399646.45 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05973, over 17268.19 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2875, pruned_loss=0.05311, over 630975.94 frames. utt_duration=1323 frames, utt_pad_proportion=0.0377, over 1909.35 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2831, pruned_loss=0.05598, over 2375292.00 frames. utt_duration=526 frames, utt_pad_proportion=0.06131, over 18116.42 utterances.], batch size: 36, lr: 3.02e-04
2022-08-28 16:20:13,352 INFO [train.py:927] (3/8) Epoch 13, batch 750, giga_loss[loss=0.2135, simple_loss=0.3082, pruned_loss=0.05946, over 12399.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.288, pruned_loss=0.05725, over 2415650.37 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06302, over 17435.19 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05207, over 694405.01 frames. utt_duration=1336 frames, utt_pad_proportion=0.03829, over 2082.00 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2876, pruned_loss=0.05744, over 2394063.75 frames. utt_duration=520.9 frames, utt_pad_proportion=0.06438, over 18437.91 utterances.], batch size: 113, lr: 3.02e-04
2022-08-28 16:21:54,883 INFO [train.py:927] (3/8) Epoch 13, batch 800, giga_loss[loss=0.1962, simple_loss=0.2935, pruned_loss=0.04944, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2916, pruned_loss=0.05862, over 2428149.12 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06326, over 17363.13 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.05145, over 720798.67 frames. utt_duration=1347 frames, utt_pad_proportion=0.0369, over 2143.46 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2918, pruned_loss=0.05904, over 2410563.74 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06462, over 18319.77 utterances.], batch size: 66, lr: 3.02e-04
2022-08-28 16:23:35,608 INFO [train.py:927] (3/8) Epoch 13, batch 850, giga_loss[loss=0.2106, simple_loss=0.3001, pruned_loss=0.06052, over 12402.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2923, pruned_loss=0.05788, over 2437880.41 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06236, over 16993.65 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2835, pruned_loss=0.05147, over 746930.33 frames. utt_duration=1350 frames, utt_pad_proportion=0.0358, over 2216.02 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2926, pruned_loss=0.05829, over 2423480.42 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06375, over 17884.89 utterances.], batch size: 146, lr: 3.02e-04
2022-08-28 16:25:18,660 INFO [train.py:927] (3/8) Epoch 13, batch 900, libri_loss[loss=0.1933, simple_loss=0.276, pruned_loss=0.05528, over 12121.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006979, over 32.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2928, pruned_loss=0.05811, over 2444907.85 frames. utt_duration=579.7 frames, utt_pad_proportion=0.06037, over 16912.89 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05124, over 806027.62 frames. utt_duration=1350 frames, utt_pad_proportion=0.03573, over 2391.30 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2937, pruned_loss=0.05873, over 2432688.59 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06197, over 17949.89 utterances.], batch size: 32, lr: 3.02e-04
2022-08-28 16:27:00,721 INFO [train.py:927] (3/8) Epoch 13, batch 950, giga_loss[loss=0.2113, simple_loss=0.2908, pruned_loss=0.06586, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03342, over 45.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2946, pruned_loss=0.06038, over 2450795.98 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06222, over 17010.25 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2835, pruned_loss=0.05162, over 855401.85 frames. utt_duration=1345 frames, utt_pad_proportion=0.03388, over 2546.72 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2953, pruned_loss=0.061, over 2440335.10 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06395, over 18098.77 utterances.], batch size: 45, lr: 3.02e-04
2022-08-28 16:28:41,582 INFO [train.py:927] (3/8) Epoch 13, batch 1000, giga_loss[loss=0.1956, simple_loss=0.2811, pruned_loss=0.05509, over 12470.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03788, over 31.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2943, pruned_loss=0.06122, over 2454189.67 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06087, over 16633.11 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.285, pruned_loss=0.05283, over 910417.18 frames. utt_duration=1341 frames, utt_pad_proportion=0.03243, over 2718.18 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06162, over 2445806.28 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06297, over 17815.75 utterances.], batch size: 31, lr: 3.02e-04
2022-08-28 16:30:23,984 INFO [train.py:927] (3/8) Epoch 13, batch 1050, giga_loss[loss=0.2061, simple_loss=0.286, pruned_loss=0.06313, over 12363.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03149, over 97.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.06108, over 2458794.74 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06191, over 16744.87 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2863, pruned_loss=0.05348, over 964402.64 frames. utt_duration=1299 frames, utt_pad_proportion=0.04407, over 2973.05 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2941, pruned_loss=0.06144, over 2451442.64 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06217, over 17903.90 utterances.], batch size: 97, lr: 3.02e-04
2022-08-28 16:32:10,004 INFO [train.py:927] (3/8) Epoch 13, batch 1100, giga_loss[loss=0.1571, simple_loss=0.2438, pruned_loss=0.03524, over 12375.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04388, over 26.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2925, pruned_loss=0.06043, over 2461965.10 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06581, over 17101.64 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2867, pruned_loss=0.05398, over 1001679.46 frames. utt_duration=1299 frames, utt_pad_proportion=0.04213, over 3087.60 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2927, pruned_loss=0.06071, over 2455867.17 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06628, over 18236.03 utterances.], batch size: 26, lr: 3.02e-04
2022-08-28 16:33:54,577 INFO [train.py:927] (3/8) Epoch 13, batch 1150, giga_loss[loss=0.1814, simple_loss=0.2715, pruned_loss=0.04566, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05316, over 161.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2886, pruned_loss=0.05898, over 2464130.03 frames. utt_duration=549.1 frames, utt_pad_proportion=0.07059, over 17999.27 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2865, pruned_loss=0.05398, over 1030244.61 frames. utt_duration=1307 frames, utt_pad_proportion=0.04088, over 3156.27 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2888, pruned_loss=0.0593, over 2459697.88 frames. utt_duration=516.5 frames, utt_pad_proportion=0.07106, over 19102.82 utterances.], batch size: 161, lr: 3.02e-04
2022-08-28 16:35:36,958 INFO [train.py:927] (3/8) Epoch 13, batch 1200, giga_loss[loss=0.2084, simple_loss=0.2924, pruned_loss=0.06222, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2854, pruned_loss=0.05755, over 2465586.86 frames. utt_duration=536.5 frames, utt_pad_proportion=0.07095, over 18434.26 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2852, pruned_loss=0.05328, over 1086564.07 frames. utt_duration=1326 frames, utt_pad_proportion=0.03855, over 3280.80 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2862, pruned_loss=0.05825, over 2462071.49 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07194, over 19773.64 utterances.], batch size: 42, lr: 3.01e-04
2022-08-28 16:37:18,835 INFO [train.py:927] (3/8) Epoch 13, batch 1250, giga_loss[loss=0.2094, simple_loss=0.2926, pruned_loss=0.06305, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02632, over 48.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2857, pruned_loss=0.05778, over 2467786.60 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06684, over 18054.53 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2859, pruned_loss=0.05356, over 1127556.26 frames. utt_duration=1298 frames, utt_pad_proportion=0.04685, over 3479.79 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.286, pruned_loss=0.05833, over 2464874.41 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06688, over 19342.55 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 16:39:00,191 INFO [train.py:927] (3/8) Epoch 13, batch 1300, giga_loss[loss=0.1676, simple_loss=0.2525, pruned_loss=0.04135, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0274, over 45.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2834, pruned_loss=0.0572, over 2468921.29 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06772, over 17482.00 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05342, over 1161073.27 frames. utt_duration=1277 frames, utt_pad_proportion=0.05375, over 3642.40 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2836, pruned_loss=0.05782, over 2466292.30 frames. utt_duration=529 frames, utt_pad_proportion=0.0669, over 18700.51 utterances.], batch size: 45, lr: 3.01e-04
2022-08-28 16:40:42,990 INFO [train.py:927] (3/8) Epoch 13, batch 1350, giga_loss[loss=0.1891, simple_loss=0.2716, pruned_loss=0.05326, over 12339.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03309, over 85.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2805, pruned_loss=0.05583, over 2470302.80 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06208, over 16893.84 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05343, over 1180945.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.05301, over 3713.33 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.28, pruned_loss=0.05635, over 2467901.09 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06193, over 17981.13 utterances.], batch size: 85, lr: 3.01e-04
2022-08-28 16:42:20,928 INFO [train.py:927] (3/8) Epoch 13, batch 1400, giga_loss[loss=0.1835, simple_loss=0.2572, pruned_loss=0.05486, over 12127.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03779, over 30.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2781, pruned_loss=0.05481, over 2469808.86 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05744, over 15733.37 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.287, pruned_loss=0.05344, over 1256391.88 frames. utt_duration=1288 frames, utt_pad_proportion=0.04903, over 3905.14 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2774, pruned_loss=0.05534, over 2467683.57 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05861, over 17137.45 utterances.], batch size: 30, lr: 3.01e-04
2022-08-28 16:44:05,912 INFO [train.py:927] (3/8) Epoch 13, batch 1450, giga_loss[loss=0.1784, simple_loss=0.2576, pruned_loss=0.04961, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02675, over 45.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.275, pruned_loss=0.05426, over 2470639.84 frames. utt_duration=618.5 frames, utt_pad_proportion=0.06137, over 16015.72 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2866, pruned_loss=0.05332, over 1268700.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.04843, over 3937.97 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2746, pruned_loss=0.05475, over 2468786.12 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06219, over 17198.94 utterances.], batch size: 45, lr: 3.01e-04
2022-08-28 16:45:47,504 INFO [train.py:927] (3/8) Epoch 13, batch 1500, giga_loss[loss=0.1632, simple_loss=0.248, pruned_loss=0.03923, over 12484.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03407, over 26.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2729, pruned_loss=0.05331, over 2471442.12 frames. utt_duration=638.1 frames, utt_pad_proportion=0.05727, over 15528.13 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05312, over 1298424.12 frames. utt_duration=1288 frames, utt_pad_proportion=0.04781, over 4037.71 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2723, pruned_loss=0.05381, over 2470012.19 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05843, over 16651.50 utterances.], batch size: 26, lr: 3.01e-04
2022-08-28 16:47:31,374 INFO [train.py:927] (3/8) Epoch 13, batch 1550, giga_loss[loss=0.1752, simple_loss=0.253, pruned_loss=0.04873, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04769, over 34.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2746, pruned_loss=0.05409, over 2472182.16 frames. utt_duration=638.4 frames, utt_pad_proportion=0.05669, over 15526.33 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.05356, over 1327276.99 frames. utt_duration=1264 frames, utt_pad_proportion=0.05506, over 4203.88 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2734, pruned_loss=0.0543, over 2471225.64 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05609, over 16537.27 utterances.], batch size: 34, lr: 3.01e-04
2022-08-28 16:49:13,993 INFO [train.py:927] (3/8) Epoch 13, batch 1600, giga_loss[loss=0.2386, simple_loss=0.3166, pruned_loss=0.08036, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03652, over 122.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2794, pruned_loss=0.05697, over 2472854.84 frames. utt_duration=604.4 frames, utt_pad_proportion=0.0625, over 16405.49 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05368, over 1350004.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05344, over 4266.35 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2782, pruned_loss=0.0571, over 2472090.50 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06209, over 17348.67 utterances.], batch size: 122, lr: 3.01e-04
2022-08-28 16:50:56,577 INFO [train.py:927] (3/8) Epoch 13, batch 1650, giga_loss[loss=0.2235, simple_loss=0.3033, pruned_loss=0.0719, over 12406.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04028, over 37.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2837, pruned_loss=0.05869, over 2473561.73 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05915, over 16371.98 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05331, over 1399388.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.05101, over 4413.62 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2829, pruned_loss=0.05915, over 2473058.82 frames. utt_duration=567.1 frames, utt_pad_proportion=0.0597, over 17489.72 utterances.], batch size: 37, lr: 3.01e-04
2022-08-28 16:52:39,612 INFO [train.py:927] (3/8) Epoch 13, batch 1700, giga_loss[loss=0.2802, simple_loss=0.3427, pruned_loss=0.1089, over 12344.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2889, pruned_loss=0.06093, over 2473594.14 frames. utt_duration=569 frames, utt_pad_proportion=0.07005, over 17434.48 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2858, pruned_loss=0.05302, over 1420796.53 frames. utt_duration=1274 frames, utt_pad_proportion=0.05038, over 4465.02 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2888, pruned_loss=0.06159, over 2473104.38 frames. utt_duration=535.8 frames, utt_pad_proportion=0.07015, over 18513.89 utterances.], batch size: 371, lr: 3.01e-04
2022-08-28 16:54:19,712 INFO [train.py:927] (3/8) Epoch 13, batch 1750, giga_loss[loss=0.1898, simple_loss=0.2819, pruned_loss=0.04882, over 12413.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2928, pruned_loss=0.0624, over 2473865.84 frames. utt_duration=527.6 frames, utt_pad_proportion=0.07366, over 18807.94 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2854, pruned_loss=0.05298, over 1446911.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05053, over 4567.19 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.293, pruned_loss=0.06317, over 2473431.35 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07374, over 19893.22 utterances.], batch size: 105, lr: 3.01e-04
2022-08-28 16:56:00,646 INFO [train.py:927] (3/8) Epoch 13, batch 1800, giga_loss[loss=0.174, simple_loss=0.2708, pruned_loss=0.03857, over 12374.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02799, over 66.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2912, pruned_loss=0.06038, over 2473394.27 frames. utt_duration=520.3 frames, utt_pad_proportion=0.07496, over 19069.01 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05283, over 1476796.43 frames. utt_duration=1276 frames, utt_pad_proportion=0.04858, over 4633.36 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2916, pruned_loss=0.06129, over 2473519.58 frames. utt_duration=490 frames, utt_pad_proportion=0.07555, over 20253.96 utterances.], batch size: 66, lr: 3.01e-04
2022-08-28 16:57:44,042 INFO [train.py:927] (3/8) Epoch 13, batch 1850, giga_loss[loss=0.2127, simple_loss=0.3065, pruned_loss=0.0595, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2917, pruned_loss=0.05967, over 2473964.08 frames. utt_duration=536.7 frames, utt_pad_proportion=0.07136, over 18488.48 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2853, pruned_loss=0.05263, over 1496730.66 frames. utt_duration=1283 frames, utt_pad_proportion=0.04741, over 4670.46 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2922, pruned_loss=0.06063, over 2473952.62 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07244, over 19646.72 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 16:59:26,606 INFO [train.py:927] (3/8) Epoch 13, batch 1900, giga_loss[loss=0.2192, simple_loss=0.3021, pruned_loss=0.0681, over 12446.00 frames. utt_duration=906.6 frames, utt_pad_proportion=0.02826, over 55.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2936, pruned_loss=0.06074, over 2473770.42 frames. utt_duration=547.4 frames, utt_pad_proportion=0.07075, over 18125.89 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2854, pruned_loss=0.05274, over 1515897.82 frames. utt_duration=1281 frames, utt_pad_proportion=0.04689, over 4739.49 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.294, pruned_loss=0.06159, over 2473967.53 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07197, over 19236.87 utterances.], batch size: 55, lr: 3.01e-04
2022-08-28 17:01:11,140 INFO [train.py:927] (3/8) Epoch 13, batch 1950, giga_loss[loss=0.2137, simple_loss=0.301, pruned_loss=0.06317, over 12158.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03994, over 33.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2942, pruned_loss=0.06181, over 2473124.15 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06886, over 17818.29 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2846, pruned_loss=0.05247, over 1548291.79 frames. utt_duration=1283 frames, utt_pad_proportion=0.04611, over 4831.32 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2953, pruned_loss=0.06291, over 2473849.68 frames. utt_duration=521.1 frames, utt_pad_proportion=0.07043, over 19043.36 utterances.], batch size: 33, lr: 3.01e-04
2022-08-28 17:02:53,972 INFO [train.py:927] (3/8) Epoch 13, batch 2000, giga_loss[loss=0.227, simple_loss=0.309, pruned_loss=0.07249, over 12433.00 frames. utt_duration=905.8 frames, utt_pad_proportion=0.0323, over 55.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2963, pruned_loss=0.06339, over 2473340.21 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06973, over 17983.23 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05239, over 1566884.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.0463, over 4901.41 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2974, pruned_loss=0.06446, over 2473723.17 frames. utt_duration=519.2 frames, utt_pad_proportion=0.07104, over 19115.01 utterances.], batch size: 55, lr: 3.01e-04
2022-08-28 17:04:34,113 INFO [train.py:927] (3/8) Epoch 13, batch 2050, giga_loss[loss=0.2128, simple_loss=0.3055, pruned_loss=0.06011, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03695, over 123.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2983, pruned_loss=0.06402, over 2472747.79 frames. utt_duration=558 frames, utt_pad_proportion=0.07018, over 17775.14 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2842, pruned_loss=0.05228, over 1589110.48 frames. utt_duration=1276 frames, utt_pad_proportion=0.04646, over 4987.88 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2996, pruned_loss=0.0652, over 2473255.50 frames. utt_duration=524.9 frames, utt_pad_proportion=0.07144, over 18899.92 utterances.], batch size: 123, lr: 3.01e-04
2022-08-28 17:06:16,216 INFO [train.py:927] (3/8) Epoch 13, batch 2100, giga_loss[loss=0.2104, simple_loss=0.3033, pruned_loss=0.05878, over 12269.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.02475, over 39.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2987, pruned_loss=0.06475, over 2471430.44 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06511, over 16618.22 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2838, pruned_loss=0.05218, over 1623296.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.04473, over 5052.33 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3006, pruned_loss=0.0662, over 2472347.48 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06723, over 17914.69 utterances.], batch size: 39, lr: 3.01e-04
2022-08-28 17:07:59,864 INFO [train.py:927] (3/8) Epoch 13, batch 2150, giga_loss[loss=0.2062, simple_loss=0.2863, pruned_loss=0.06302, over 12223.00 frames. utt_duration=1483 frames, utt_pad_proportion=0.03588, over 33.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2982, pruned_loss=0.06519, over 2471628.67 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06241, over 16682.01 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2837, pruned_loss=0.05219, over 1635642.51 frames. utt_duration=1288 frames, utt_pad_proportion=0.0442, over 5085.40 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2999, pruned_loss=0.06649, over 2472611.89 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06449, over 17823.23 utterances.], batch size: 33, lr: 3.01e-04
2022-08-28 17:09:43,499 INFO [train.py:927] (3/8) Epoch 13, batch 2200, giga_loss[loss=0.2164, simple_loss=0.3023, pruned_loss=0.06521, over 12244.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03443, over 28.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2974, pruned_loss=0.06467, over 2471277.01 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05727, over 15682.29 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2831, pruned_loss=0.05187, over 1664371.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04269, over 5126.89 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2996, pruned_loss=0.06633, over 2472126.83 frames. utt_duration=586 frames, utt_pad_proportion=0.05996, over 16917.93 utterances.], batch size: 28, lr: 3.01e-04
2022-08-28 17:11:26,624 INFO [train.py:927] (3/8) Epoch 13, batch 2250, giga_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08945, over 12390.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05159, over 161.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2977, pruned_loss=0.06414, over 2471105.21 frames. utt_duration=635.8 frames, utt_pad_proportion=0.05673, over 15582.24 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2832, pruned_loss=0.05204, over 1684342.10 frames. utt_duration=1302 frames, utt_pad_proportion=0.0416, over 5180.22 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2997, pruned_loss=0.06566, over 2471760.57 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05937, over 16748.39 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 17:13:18,711 INFO [train.py:927] (3/8) Epoch 13, batch 2300, giga_loss[loss=0.2309, simple_loss=0.3066, pruned_loss=0.07764, over 12359.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02897, over 91.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2975, pruned_loss=0.06413, over 2470907.27 frames. utt_duration=649 frames, utt_pad_proportion=0.05605, over 15264.56 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2831, pruned_loss=0.05201, over 1715307.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04051, over 5268.66 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2998, pruned_loss=0.06583, over 2471392.78 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05889, over 16512.12 utterances.], batch size: 91, lr: 3.01e-04
2022-08-28 17:15:02,898 INFO [train.py:927] (3/8) Epoch 13, batch 2350, giga_loss[loss=0.2076, simple_loss=0.2905, pruned_loss=0.06234, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03723, over 33.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2963, pruned_loss=0.06382, over 2471056.77 frames. utt_duration=644.4 frames, utt_pad_proportion=0.05431, over 15375.34 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2833, pruned_loss=0.05205, over 1726402.64 frames. utt_duration=1305 frames, utt_pad_proportion=0.03988, over 5299.45 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2982, pruned_loss=0.06529, over 2471596.29 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05692, over 16456.40 utterances.], batch size: 33, lr: 3.01e-04
2022-08-28 17:16:47,252 INFO [train.py:927] (3/8) Epoch 13, batch 2400, giga_loss[loss=0.2115, simple_loss=0.2983, pruned_loss=0.06237, over 12375.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03061, over 51.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.295, pruned_loss=0.06318, over 2471333.13 frames. utt_duration=636 frames, utt_pad_proportion=0.06076, over 15579.04 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2835, pruned_loss=0.05215, over 1741112.49 frames. utt_duration=1309 frames, utt_pad_proportion=0.03928, over 5325.17 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2966, pruned_loss=0.06449, over 2471830.54 frames. utt_duration=596.8 frames, utt_pad_proportion=0.06282, over 16607.58 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 17:18:29,751 INFO [train.py:927] (3/8) Epoch 13, batch 2450, giga_loss[loss=0.2082, simple_loss=0.2892, pruned_loss=0.06358, over 12440.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03692, over 133.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2922, pruned_loss=0.06212, over 2471726.43 frames. utt_duration=635.4 frames, utt_pad_proportion=0.05962, over 15595.86 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2838, pruned_loss=0.05242, over 1762596.26 frames. utt_duration=1296 frames, utt_pad_proportion=0.04486, over 5447.35 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2936, pruned_loss=0.06327, over 2472267.87 frames. utt_duration=598 frames, utt_pad_proportion=0.05996, over 16576.92 utterances.], batch size: 133, lr: 3.01e-04
2022-08-28 17:20:12,383 INFO [train.py:927] (3/8) Epoch 13, batch 2500, giga_loss[loss=0.2011, simple_loss=0.2805, pruned_loss=0.06084, over 12307.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.0352, over 51.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.29, pruned_loss=0.06124, over 2472577.15 frames. utt_duration=651.5 frames, utt_pad_proportion=0.05983, over 15216.88 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2845, pruned_loss=0.05288, over 1787231.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.04931, over 5593.34 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2908, pruned_loss=0.06217, over 2472858.13 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05918, over 16199.11 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 17:21:55,087 INFO [train.py:927] (3/8) Epoch 13, batch 2550, giga_loss[loss=0.1619, simple_loss=0.2466, pruned_loss=0.03856, over 12453.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04064, over 26.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2869, pruned_loss=0.0596, over 2473124.56 frames. utt_duration=616.2 frames, utt_pad_proportion=0.06489, over 16091.80 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2842, pruned_loss=0.05277, over 1800876.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.04874, over 5624.10 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2878, pruned_loss=0.06054, over 2473300.91 frames. utt_duration=582.5 frames, utt_pad_proportion=0.0644, over 17026.54 utterances.], batch size: 26, lr: 3.01e-04
2022-08-28 17:23:38,781 INFO [train.py:927] (3/8) Epoch 13, batch 2600, giga_loss[loss=0.1892, simple_loss=0.2698, pruned_loss=0.05431, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03886, over 33.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2867, pruned_loss=0.05896, over 2473195.14 frames. utt_duration=610.7 frames, utt_pad_proportion=0.06055, over 16238.21 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2843, pruned_loss=0.05279, over 1804179.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.04848, over 5631.98 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2874, pruned_loss=0.05971, over 2473390.32 frames. utt_duration=583 frames, utt_pad_proportion=0.06047, over 17013.35 utterances.], batch size: 33, lr: 3.01e-04
2022-08-28 17:25:22,217 INFO [train.py:927] (3/8) Epoch 13, batch 2650, giga_loss[loss=0.2096, simple_loss=0.3037, pruned_loss=0.05775, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.0452, over 146.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2874, pruned_loss=0.05861, over 2473864.05 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05918, over 16796.74 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2841, pruned_loss=0.05266, over 1814188.43 frames. utt_duration=1287 frames, utt_pad_proportion=0.04776, over 5644.46 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2881, pruned_loss=0.05936, over 2474002.70 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05944, over 17536.16 utterances.], batch size: 146, lr: 3.01e-04
2022-08-28 17:27:05,190 INFO [train.py:927] (3/8) Epoch 13, batch 2700, giga_loss[loss=0.2021, simple_loss=0.2974, pruned_loss=0.05343, over 12309.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2869, pruned_loss=0.05821, over 2472826.92 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06622, over 17488.02 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2839, pruned_loss=0.05265, over 1820671.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.04729, over 5655.00 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2876, pruned_loss=0.05886, over 2473002.03 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06635, over 18161.31 utterances.], batch size: 74, lr: 3.01e-04
2022-08-28 17:28:48,643 INFO [train.py:927] (3/8) Epoch 13, batch 2750, giga_loss[loss=0.1797, simple_loss=0.2765, pruned_loss=0.04147, over 12412.00 frames. utt_duration=710.8 frames, utt_pad_proportion=0.02502, over 70.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2859, pruned_loss=0.05759, over 2471748.91 frames. utt_duration=596.2 frames, utt_pad_proportion=0.06346, over 16624.25 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2842, pruned_loss=0.05278, over 1839737.71 frames. utt_duration=1274 frames, utt_pad_proportion=0.05254, over 5780.99 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2864, pruned_loss=0.05816, over 2472113.21 frames. utt_duration=571.2 frames, utt_pad_proportion=0.06237, over 17357.12 utterances.], batch size: 70, lr: 3.01e-04
2022-08-28 17:30:29,695 INFO [train.py:927] (3/8) Epoch 13, batch 2800, giga_loss[loss=0.2197, simple_loss=0.3001, pruned_loss=0.06962, over 12386.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02672, over 48.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2893, pruned_loss=0.05906, over 2473119.42 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05978, over 17196.52 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2848, pruned_loss=0.05307, over 1855667.90 frames. utt_duration=1275 frames, utt_pad_proportion=0.05117, over 5826.99 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2893, pruned_loss=0.05943, over 2473162.70 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05957, over 17995.72 utterances.], batch size: 48, lr: 3.01e-04
2022-08-28 17:32:11,547 INFO [train.py:927] (3/8) Epoch 13, batch 2850, giga_loss[loss=0.2014, simple_loss=0.2921, pruned_loss=0.05537, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2911, pruned_loss=0.05934, over 2472678.83 frames. utt_duration=583.6 frames, utt_pad_proportion=0.05703, over 16991.37 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05302, over 1873330.29 frames. utt_duration=1277 frames, utt_pad_proportion=0.0509, over 5876.54 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2913, pruned_loss=0.05984, over 2473291.71 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05713, over 17903.50 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 17:33:56,241 INFO [train.py:927] (3/8) Epoch 13, batch 2900, giga_loss[loss=0.195, simple_loss=0.2812, pruned_loss=0.05444, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04941, over 31.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2922, pruned_loss=0.05972, over 2472844.78 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05639, over 16873.76 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2853, pruned_loss=0.05344, over 1882203.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.05615, over 5973.84 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2921, pruned_loss=0.05991, over 2473414.01 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05492, over 17656.84 utterances.], batch size: 31, lr: 3.01e-04
2022-08-28 17:35:38,121 INFO [train.py:927] (3/8) Epoch 13, batch 2950, giga_loss[loss=0.2013, simple_loss=0.2985, pruned_loss=0.05199, over 12344.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2928, pruned_loss=0.06061, over 2472912.65 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05878, over 17633.27 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2853, pruned_loss=0.05337, over 1887936.14 frames. utt_duration=1265 frames, utt_pad_proportion=0.05561, over 5978.08 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2928, pruned_loss=0.06087, over 2473501.53 frames. utt_duration=540.8 frames, utt_pad_proportion=0.05775, over 18346.85 utterances.], batch size: 62, lr: 3.01e-04
2022-08-28 17:37:19,985 INFO [train.py:927] (3/8) Epoch 13, batch 3000, giga_loss[loss=0.1856, simple_loss=0.2723, pruned_loss=0.0495, over 12292.00 frames. utt_duration=965.6 frames, utt_pad_proportion=0.03724, over 51.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2914, pruned_loss=0.05981, over 2473055.72 frames. utt_duration=564.1 frames, utt_pad_proportion=0.05637, over 17582.59 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2868, pruned_loss=0.0538, over 1896734.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05504, over 6021.17 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2904, pruned_loss=0.05981, over 2473470.04 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05581, over 18262.62 utterances.], batch size: 51, lr: 3.01e-04
2022-08-28 17:37:19,986 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 17:37:33,326 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1807, simple_loss=0.2925, pruned_loss=0.03439, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 17:39:11,082 INFO [train.py:927] (3/8) Epoch 13, batch 3050, giga_loss[loss=0.2071, simple_loss=0.3041, pruned_loss=0.05506, over 12353.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03235, over 58.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.291, pruned_loss=0.05856, over 2473664.80 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05833, over 17894.44 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05377, over 1910798.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05373, over 6042.34 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2905, pruned_loss=0.05871, over 2474201.76 frames. utt_duration=530.8 frames, utt_pad_proportion=0.0583, over 18696.90 utterances.], batch size: 58, lr: 3.01e-04
2022-08-28 17:40:49,502 INFO [train.py:927] (3/8) Epoch 13, batch 3100, giga_loss[loss=0.2246, simple_loss=0.3009, pruned_loss=0.07413, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2919, pruned_loss=0.05906, over 2474589.01 frames. utt_duration=537.9 frames, utt_pad_proportion=0.05817, over 18453.27 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2866, pruned_loss=0.05373, over 1922060.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05381, over 6089.96 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2916, pruned_loss=0.0593, over 2474944.80 frames. utt_duration=515.3 frames, utt_pad_proportion=0.05818, over 19267.88 utterances.], batch size: 80, lr: 3.01e-04
2022-08-28 17:42:30,379 INFO [train.py:927] (3/8) Epoch 13, batch 3150, giga_loss[loss=0.211, simple_loss=0.2952, pruned_loss=0.0634, over 12396.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.0478, over 161.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2904, pruned_loss=0.05932, over 2474195.51 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05598, over 18324.81 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.286, pruned_loss=0.05343, over 1943351.33 frames. utt_duration=1273 frames, utt_pad_proportion=0.0521, over 6114.07 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2907, pruned_loss=0.05992, over 2474844.99 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05662, over 19400.37 utterances.], batch size: 161, lr: 3.01e-04
2022-08-28 17:44:07,552 INFO [train.py:927] (3/8) Epoch 13, batch 3200, giga_loss[loss=0.2477, simple_loss=0.32, pruned_loss=0.08766, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2886, pruned_loss=0.05935, over 2473968.83 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05887, over 18420.88 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2856, pruned_loss=0.05327, over 1961393.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05108, over 6151.58 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2893, pruned_loss=0.06013, over 2474723.66 frames. utt_duration=505.5 frames, utt_pad_proportion=0.05956, over 19640.01 utterances.], batch size: 365, lr: 3.01e-04
2022-08-28 17:45:48,910 INFO [train.py:927] (3/8) Epoch 13, batch 3250, giga_loss[loss=0.2362, simple_loss=0.305, pruned_loss=0.0837, over 12320.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.19, over 362.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2862, pruned_loss=0.05875, over 2474714.47 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06449, over 18264.01 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2863, pruned_loss=0.05363, over 1979119.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.05478, over 6270.40 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2863, pruned_loss=0.05931, over 2475288.34 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06392, over 19537.36 utterances.], batch size: 362, lr: 3.01e-04
2022-08-28 17:47:29,233 INFO [train.py:927] (3/8) Epoch 13, batch 3300, giga_loss[loss=0.2013, simple_loss=0.2844, pruned_loss=0.05909, over 12346.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03005, over 91.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2824, pruned_loss=0.05733, over 2474286.46 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06074, over 17632.98 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.287, pruned_loss=0.05397, over 1991538.18 frames. utt_duration=1258 frames, utt_pad_proportion=0.0547, over 6341.00 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.282, pruned_loss=0.05763, over 2474585.82 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06059, over 18847.65 utterances.], batch size: 91, lr: 3.00e-04
2022-08-28 17:49:07,666 INFO [train.py:927] (3/8) Epoch 13, batch 3350, giga_loss[loss=0.1671, simple_loss=0.2505, pruned_loss=0.04188, over 12320.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03202, over 51.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2825, pruned_loss=0.05725, over 2473705.67 frames. utt_duration=575 frames, utt_pad_proportion=0.05998, over 17253.78 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2871, pruned_loss=0.05399, over 2001171.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.0537, over 6363.07 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2819, pruned_loss=0.05751, over 2473903.30 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06023, over 18386.12 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 17:50:47,026 INFO [train.py:927] (3/8) Epoch 13, batch 3400, libri_loss[loss=0.2009, simple_loss=0.2879, pruned_loss=0.05697, over 12256.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004544, over 34.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2847, pruned_loss=0.05793, over 2473736.93 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05722, over 17143.23 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05438, over 2014941.65 frames. utt_duration=1259 frames, utt_pad_proportion=0.05354, over 6411.43 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2835, pruned_loss=0.05795, over 2474108.65 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05771, over 18298.75 utterances.], batch size: 34, lr: 3.00e-04
2022-08-28 17:52:27,328 INFO [train.py:927] (3/8) Epoch 13, batch 3450, giga_loss[loss=0.2096, simple_loss=0.3009, pruned_loss=0.05917, over 12347.00 frames. utt_duration=582.5 frames, utt_pad_proportion=0.03244, over 85.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2876, pruned_loss=0.05923, over 2473944.34 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05921, over 17139.26 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2878, pruned_loss=0.05441, over 2021455.75 frames. utt_duration=1247 frames, utt_pad_proportion=0.05809, over 6492.41 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2868, pruned_loss=0.05928, over 2474539.08 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05815, over 18123.23 utterances.], batch size: 85, lr: 3.00e-04
2022-08-28 17:54:13,073 INFO [train.py:927] (3/8) Epoch 13, batch 3500, giga_loss[loss=0.2152, simple_loss=0.3054, pruned_loss=0.06254, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04145, over 133.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2933, pruned_loss=0.0629, over 2474095.48 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05814, over 17574.37 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05446, over 2028072.11 frames. utt_duration=1248 frames, utt_pad_proportion=0.05729, over 6507.96 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2925, pruned_loss=0.06299, over 2474692.94 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05762, over 18479.12 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 17:56:01,167 INFO [train.py:927] (3/8) Epoch 13, batch 3550, giga_loss[loss=0.2393, simple_loss=0.3221, pruned_loss=0.07823, over 12447.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03688, over 105.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2992, pruned_loss=0.06643, over 2473820.47 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06064, over 18148.58 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2876, pruned_loss=0.05422, over 2036503.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.0563, over 6504.85 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.299, pruned_loss=0.06684, over 2474661.94 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06042, over 19065.71 utterances.], batch size: 105, lr: 3.00e-04
2022-08-28 17:57:44,578 INFO [train.py:927] (3/8) Epoch 13, batch 3600, giga_loss[loss=0.2428, simple_loss=0.324, pruned_loss=0.08077, over 12466.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03127, over 92.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3061, pruned_loss=0.07123, over 2473680.13 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06386, over 18747.63 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2879, pruned_loss=0.05419, over 2040702.73 frames. utt_duration=1253 frames, utt_pad_proportion=0.05607, over 6524.79 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3058, pruned_loss=0.07171, over 2474482.33 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06368, over 19560.40 utterances.], batch size: 92, lr: 3.00e-04
2022-08-28 17:59:26,012 INFO [train.py:927] (3/8) Epoch 13, batch 3650, giga_loss[loss=0.2099, simple_loss=0.302, pruned_loss=0.05896, over 12395.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02589, over 70.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3097, pruned_loss=0.0738, over 2472952.65 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06342, over 18960.28 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2881, pruned_loss=0.05437, over 2053156.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05455, over 6551.79 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3099, pruned_loss=0.07456, over 2473930.55 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06381, over 19923.91 utterances.], batch size: 70, lr: 3.00e-04
2022-08-28 18:01:09,529 INFO [train.py:927] (3/8) Epoch 13, batch 3700, giga_loss[loss=0.2378, simple_loss=0.3255, pruned_loss=0.07499, over 12399.00 frames. utt_duration=973.9 frames, utt_pad_proportion=0.02903, over 51.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3147, pruned_loss=0.07858, over 2473797.52 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06887, over 19961.69 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2874, pruned_loss=0.0541, over 2063493.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05361, over 6544.03 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3159, pruned_loss=0.07991, over 2474645.52 frames. utt_duration=472.1 frames, utt_pad_proportion=0.06931, over 21033.47 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:02:55,558 INFO [train.py:927] (3/8) Epoch 13, batch 3750, giga_loss[loss=0.2171, simple_loss=0.3047, pruned_loss=0.06477, over 12372.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03067, over 62.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3178, pruned_loss=0.08135, over 2473916.42 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07243, over 20056.53 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05407, over 2075599.57 frames. utt_duration=1257 frames, utt_pad_proportion=0.05444, over 6614.44 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3198, pruned_loss=0.08313, over 2474643.90 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07253, over 21210.35 utterances.], batch size: 62, lr: 3.00e-04
2022-08-28 18:04:38,148 INFO [train.py:927] (3/8) Epoch 13, batch 3800, giga_loss[loss=0.2269, simple_loss=0.306, pruned_loss=0.07394, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.0318, over 48.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.32, pruned_loss=0.08378, over 2474022.69 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07505, over 21149.89 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2879, pruned_loss=0.05426, over 2084855.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05326, over 6618.09 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3218, pruned_loss=0.08571, over 2475147.90 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07548, over 22392.20 utterances.], batch size: 48, lr: 3.00e-04
2022-08-28 18:06:20,951 INFO [train.py:927] (3/8) Epoch 13, batch 3850, giga_loss[loss=0.2574, simple_loss=0.3323, pruned_loss=0.09127, over 12427.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03671, over 123.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3216, pruned_loss=0.08519, over 2474041.41 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07492, over 21520.25 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2874, pruned_loss=0.05412, over 2092341.25 frames. utt_duration=1266 frames, utt_pad_proportion=0.05267, over 6618.70 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3239, pruned_loss=0.08736, over 2475145.07 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07551, over 22762.85 utterances.], batch size: 123, lr: 3.00e-04
2022-08-28 18:08:03,301 INFO [train.py:927] (3/8) Epoch 13, batch 3900, giga_loss[loss=0.2136, simple_loss=0.2961, pruned_loss=0.06548, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3232, pruned_loss=0.08614, over 2474465.95 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07544, over 22226.12 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2873, pruned_loss=0.05411, over 2099474.98 frames. utt_duration=1269 frames, utt_pad_proportion=0.05176, over 6623.34 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3258, pruned_loss=0.08846, over 2475735.09 frames. utt_duration=423 frames, utt_pad_proportion=0.07622, over 23490.86 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 18:09:46,343 INFO [train.py:927] (3/8) Epoch 13, batch 3950, giga_loss[loss=0.2382, simple_loss=0.3247, pruned_loss=0.07587, over 12445.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04399, over 134.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3218, pruned_loss=0.08379, over 2474650.06 frames. utt_duration=441 frames, utt_pad_proportion=0.07587, over 22519.87 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2873, pruned_loss=0.05406, over 2106842.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05094, over 6620.85 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3246, pruned_loss=0.08623, over 2475747.06 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07676, over 23810.91 utterances.], batch size: 134, lr: 3.00e-04
2022-08-28 18:11:30,913 INFO [train.py:927] (3/8) Epoch 13, batch 4000, libri_loss[loss=0.1754, simple_loss=0.2594, pruned_loss=0.04575, over 12198.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.009974, over 29.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3187, pruned_loss=0.08134, over 2474905.64 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07398, over 22582.31 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2868, pruned_loss=0.05389, over 2113773.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.05015, over 6611.51 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3219, pruned_loss=0.08392, over 2476151.83 frames. utt_duration=415.6 frames, utt_pad_proportion=0.0751, over 23917.16 utterances.], batch size: 29, lr: 3.00e-04
2022-08-28 18:13:13,038 INFO [train.py:927] (3/8) Epoch 13, batch 4050, giga_loss[loss=0.2313, simple_loss=0.3129, pruned_loss=0.07491, over 12378.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.08067, over 2475217.36 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07659, over 23006.57 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2869, pruned_loss=0.05399, over 2120791.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.04926, over 6615.27 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3206, pruned_loss=0.08314, over 2476331.19 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07769, over 24357.70 utterances.], batch size: 58, lr: 3.00e-04
2022-08-28 18:15:03,014 INFO [train.py:927] (3/8) Epoch 13, batch 4100, libri_loss[loss=0.201, simple_loss=0.29, pruned_loss=0.05601, over 12140.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006417, over 35.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3171, pruned_loss=0.08006, over 2474664.24 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07956, over 22805.09 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2873, pruned_loss=0.05411, over 2127678.92 frames. utt_duration=1283 frames, utt_pad_proportion=0.04847, over 6638.70 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3197, pruned_loss=0.08241, over 2475709.28 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08062, over 24151.21 utterances.], batch size: 35, lr: 3.00e-04
2022-08-28 18:16:48,284 INFO [train.py:927] (3/8) Epoch 13, batch 4150, giga_loss[loss=0.2225, simple_loss=0.2944, pruned_loss=0.0753, over 12375.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.2138, over 374.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3173, pruned_loss=0.07789, over 2474653.81 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07763, over 22501.13 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05398, over 2134039.39 frames. utt_duration=1288 frames, utt_pad_proportion=0.04767, over 6634.96 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3201, pruned_loss=0.08031, over 2475964.18 frames. utt_duration=416.5 frames, utt_pad_proportion=0.0789, over 23864.03 utterances.], batch size: 374, lr: 3.00e-04
2022-08-28 18:18:35,176 INFO [train.py:927] (3/8) Epoch 13, batch 4200, giga_loss[loss=0.235, simple_loss=0.3143, pruned_loss=0.07784, over 12460.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03597, over 40.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3164, pruned_loss=0.07714, over 2474905.28 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07274, over 21455.50 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2871, pruned_loss=0.05403, over 2137576.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.04736, over 6653.58 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3188, pruned_loss=0.07919, over 2475818.28 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0742, over 22639.24 utterances.], batch size: 40, lr: 3.00e-04
2022-08-28 18:20:23,142 INFO [train.py:927] (3/8) Epoch 13, batch 4250, libri_loss[loss=0.2044, simple_loss=0.2989, pruned_loss=0.05495, over 12318.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01872, over 41.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3155, pruned_loss=0.07743, over 2474401.22 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07923, over 21716.49 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2878, pruned_loss=0.05417, over 2144260.29 frames. utt_duration=1273 frames, utt_pad_proportion=0.05184, over 6744.10 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3173, pruned_loss=0.07936, over 2475142.45 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07903, over 22844.69 utterances.], batch size: 41, lr: 3.00e-04
2022-08-28 18:22:15,460 INFO [train.py:927] (3/8) Epoch 13, batch 4300, giga_loss[loss=0.2188, simple_loss=0.3076, pruned_loss=0.06504, over 12452.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02974, over 80.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3141, pruned_loss=0.07606, over 2474654.83 frames. utt_duration=481 frames, utt_pad_proportion=0.07515, over 20638.99 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2878, pruned_loss=0.05415, over 2150757.07 frames. utt_duration=1276 frames, utt_pad_proportion=0.05098, over 6748.25 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3161, pruned_loss=0.078, over 2475281.42 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07556, over 21785.63 utterances.], batch size: 80, lr: 3.00e-04
2022-08-28 18:24:00,010 INFO [train.py:927] (3/8) Epoch 13, batch 4350, giga_loss[loss=0.2417, simple_loss=0.3319, pruned_loss=0.07574, over 12442.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03655, over 133.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3126, pruned_loss=0.07405, over 2474663.50 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07069, over 20246.24 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.288, pruned_loss=0.05429, over 2158947.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05092, over 6791.90 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3145, pruned_loss=0.07596, over 2475000.53 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07147, over 21430.08 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 18:25:46,910 INFO [train.py:927] (3/8) Epoch 13, batch 4400, giga_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.067, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3109, pruned_loss=0.07367, over 2474355.76 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07432, over 20601.91 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2884, pruned_loss=0.05447, over 2164986.01 frames. utt_duration=1262 frames, utt_pad_proportion=0.05488, over 6867.89 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3126, pruned_loss=0.07541, over 2474838.36 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07384, over 21725.13 utterances.], batch size: 91, lr: 3.00e-04
2022-08-28 18:27:32,142 INFO [train.py:927] (3/8) Epoch 13, batch 4450, giga_loss[loss=0.2156, simple_loss=0.2871, pruned_loss=0.07206, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3105, pruned_loss=0.07413, over 2474172.10 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07149, over 20491.76 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2885, pruned_loss=0.05454, over 2170873.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05398, over 6875.46 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3122, pruned_loss=0.07578, over 2474802.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07159, over 21618.38 utterances.], batch size: 45, lr: 3.00e-04
2022-08-28 18:29:16,845 INFO [train.py:927] (3/8) Epoch 13, batch 4500, giga_loss[loss=0.218, simple_loss=0.3015, pruned_loss=0.06723, over 12309.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3098, pruned_loss=0.07449, over 2473970.07 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07367, over 20426.26 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2888, pruned_loss=0.05457, over 2182576.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05354, over 6919.95 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3117, pruned_loss=0.07651, over 2474675.29 frames. utt_duration=456 frames, utt_pad_proportion=0.07401, over 21776.20 utterances.], batch size: 51, lr: 3.00e-04
2022-08-28 18:31:03,155 INFO [train.py:927] (3/8) Epoch 13, batch 4550, giga_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05462, over 12175.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.0395, over 33.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3082, pruned_loss=0.07337, over 2474166.22 frames. utt_duration=506.9 frames, utt_pad_proportion=0.0702, over 19579.69 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05478, over 2189743.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.05827, over 7037.83 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.07525, over 2474775.12 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06963, over 20842.84 utterances.], batch size: 33, lr: 3.00e-04
2022-08-28 18:32:47,074 INFO [train.py:927] (3/8) Epoch 13, batch 4600, giga_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06514, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04062, over 133.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3091, pruned_loss=0.0735, over 2474488.67 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06508, over 19375.50 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05476, over 2194031.30 frames. utt_duration=1248 frames, utt_pad_proportion=0.05768, over 7042.29 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3107, pruned_loss=0.07523, over 2474938.26 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06512, over 20528.88 utterances.], batch size: 133, lr: 3.00e-04
2022-08-28 18:34:34,396 INFO [train.py:927] (3/8) Epoch 13, batch 4650, giga_loss[loss=0.2635, simple_loss=0.3405, pruned_loss=0.09326, over 12454.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03636, over 105.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3087, pruned_loss=0.07307, over 2474504.45 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06545, over 19048.55 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2893, pruned_loss=0.05481, over 2196836.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.05723, over 7036.90 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.31, pruned_loss=0.07456, over 2474860.98 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06562, over 20064.80 utterances.], batch size: 105, lr: 3.00e-04
2022-08-28 18:36:22,754 INFO [train.py:927] (3/8) Epoch 13, batch 4700, giga_loss[loss=0.2655, simple_loss=0.3257, pruned_loss=0.1027, over 12362.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3102, pruned_loss=0.07501, over 2474173.33 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07178, over 19867.10 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05479, over 2204781.17 frames. utt_duration=1251 frames, utt_pad_proportion=0.05671, over 7059.78 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3119, pruned_loss=0.07676, over 2474699.01 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07189, over 21007.97 utterances.], batch size: 364, lr: 3.00e-04
2022-08-28 18:38:06,340 INFO [train.py:927] (3/8) Epoch 13, batch 4750, giga_loss[loss=0.2183, simple_loss=0.3025, pruned_loss=0.06708, over 12456.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03394, over 98.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3097, pruned_loss=0.0754, over 2473849.24 frames. utt_duration=512.6 frames, utt_pad_proportion=0.06881, over 19358.66 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05484, over 2213424.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05522, over 7053.77 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.07739, over 2474870.10 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06964, over 20677.68 utterances.], batch size: 98, lr: 3.00e-04
2022-08-28 18:39:49,077 INFO [train.py:927] (3/8) Epoch 13, batch 4800, giga_loss[loss=0.238, simple_loss=0.3178, pruned_loss=0.07914, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3106, pruned_loss=0.07656, over 2474700.84 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07125, over 20394.08 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.289, pruned_loss=0.05476, over 2215954.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05478, over 7046.25 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3125, pruned_loss=0.07837, over 2475573.15 frames. utt_duration=461 frames, utt_pad_proportion=0.07192, over 21548.17 utterances.], batch size: 105, lr: 3.00e-04
2022-08-28 18:41:30,999 INFO [train.py:927] (3/8) Epoch 13, batch 4850, giga_loss[loss=0.2335, simple_loss=0.3144, pruned_loss=0.07627, over 12356.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0303, over 85.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3096, pruned_loss=0.0744, over 2474424.31 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06769, over 19544.78 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2896, pruned_loss=0.0551, over 2224928.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.0535, over 7060.36 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07624, over 2475069.03 frames. utt_duration=476 frames, utt_pad_proportion=0.06901, over 20864.20 utterances.], batch size: 85, lr: 3.00e-04
2022-08-28 18:43:18,571 INFO [train.py:927] (3/8) Epoch 13, batch 4900, giga_loss[loss=0.2137, simple_loss=0.2943, pruned_loss=0.06657, over 12340.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03341, over 58.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3072, pruned_loss=0.07303, over 2474125.48 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06725, over 19448.01 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2897, pruned_loss=0.05503, over 2230884.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.05346, over 7082.33 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3089, pruned_loss=0.07498, over 2474826.80 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06851, over 20768.98 utterances.], batch size: 58, lr: 3.00e-04
2022-08-28 18:45:02,013 INFO [train.py:927] (3/8) Epoch 13, batch 4950, giga_loss[loss=0.2089, simple_loss=0.298, pruned_loss=0.05986, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04032, over 31.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3068, pruned_loss=0.07263, over 2474535.06 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06571, over 18930.11 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2893, pruned_loss=0.05474, over 2239260.36 frames. utt_duration=1258 frames, utt_pad_proportion=0.05415, over 7129.53 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.309, pruned_loss=0.075, over 2475111.39 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06679, over 20328.88 utterances.], batch size: 31, lr: 3.00e-04
2022-08-28 18:46:51,362 INFO [train.py:927] (3/8) Epoch 13, batch 5000, giga_loss[loss=0.2188, simple_loss=0.3126, pruned_loss=0.06251, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04049, over 31.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3107, pruned_loss=0.07358, over 2475342.01 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07399, over 19905.12 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2891, pruned_loss=0.05468, over 2240237.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05397, over 7123.89 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3127, pruned_loss=0.07556, over 2475979.01 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07446, over 21063.66 utterances.], batch size: 31, lr: 3.00e-04
2022-08-28 18:48:33,757 INFO [train.py:927] (3/8) Epoch 13, batch 5050, giga_loss[loss=0.2113, simple_loss=0.2994, pruned_loss=0.06156, over 12423.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03666, over 40.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3144, pruned_loss=0.07558, over 2475805.12 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07168, over 20616.22 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05478, over 2243481.85 frames. utt_duration=1260 frames, utt_pad_proportion=0.05335, over 7128.02 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3162, pruned_loss=0.07733, over 2476539.46 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07242, over 21710.71 utterances.], batch size: 40, lr: 3.00e-04
2022-08-28 18:50:19,097 INFO [train.py:927] (3/8) Epoch 13, batch 5100, giga_loss[loss=0.3322, simple_loss=0.3747, pruned_loss=0.1449, over 12369.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3152, pruned_loss=0.07691, over 2475344.24 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06998, over 20259.10 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2901, pruned_loss=0.05504, over 2249126.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.05238, over 7141.58 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3165, pruned_loss=0.0786, over 2476026.98 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07111, over 21434.22 utterances.], batch size: 257, lr: 3.00e-04
2022-08-28 18:52:03,388 INFO [train.py:927] (3/8) Epoch 13, batch 5150, giga_loss[loss=0.2295, simple_loss=0.3078, pruned_loss=0.07565, over 12337.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3133, pruned_loss=0.07633, over 2475093.67 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07116, over 20329.23 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2903, pruned_loss=0.05504, over 2256854.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05093, over 7130.93 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.315, pruned_loss=0.07838, over 2475696.81 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07261, over 21701.81 utterances.], batch size: 97, lr: 3.00e-04
2022-08-28 18:53:49,693 INFO [train.py:927] (3/8) Epoch 13, batch 5200, giga_loss[loss=0.207, simple_loss=0.2842, pruned_loss=0.06495, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04591, over 34.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3114, pruned_loss=0.07615, over 2475130.67 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07522, over 20313.32 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2903, pruned_loss=0.05508, over 2259973.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.05059, over 7148.86 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07801, over 2475734.98 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07634, over 21555.61 utterances.], batch size: 34, lr: 3.00e-04
2022-08-28 18:55:37,312 INFO [train.py:927] (3/8) Epoch 13, batch 5250, libri_loss[loss=0.2114, simple_loss=0.3033, pruned_loss=0.05975, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007358, over 37.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3108, pruned_loss=0.076, over 2475628.81 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07178, over 19819.35 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2906, pruned_loss=0.05524, over 2265531.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.05494, over 7240.87 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3123, pruned_loss=0.07782, over 2475897.88 frames. utt_duration=472.6 frames, utt_pad_proportion=0.0719, over 21018.89 utterances.], batch size: 37, lr: 3.00e-04
2022-08-28 18:57:21,720 INFO [train.py:927] (3/8) Epoch 13, batch 5300, giga_loss[loss=0.2158, simple_loss=0.3085, pruned_loss=0.06157, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3096, pruned_loss=0.07571, over 2474723.49 frames. utt_duration=503 frames, utt_pad_proportion=0.07094, over 19739.33 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2905, pruned_loss=0.05541, over 2268121.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.05532, over 7258.15 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.311, pruned_loss=0.07728, over 2475417.16 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07108, over 20841.92 utterances.], batch size: 66, lr: 3.00e-04
2022-08-28 18:59:07,578 INFO [train.py:927] (3/8) Epoch 13, batch 5350, giga_loss[loss=0.2201, simple_loss=0.3034, pruned_loss=0.06844, over 12347.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02964, over 48.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.0747, over 2474173.02 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06775, over 19174.26 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2903, pruned_loss=0.05524, over 2272918.70 frames. utt_duration=1256 frames, utt_pad_proportion=0.05432, over 7245.82 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3115, pruned_loss=0.07654, over 2475014.22 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06843, over 20345.27 utterances.], batch size: 48, lr: 3.00e-04
2022-08-28 19:00:54,132 INFO [train.py:927] (3/8) Epoch 13, batch 5400, libri_loss[loss=0.1864, simple_loss=0.2777, pruned_loss=0.0475, over 12187.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00536, over 33.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3113, pruned_loss=0.07618, over 2473736.00 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07973, over 20513.40 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2905, pruned_loss=0.05532, over 2279555.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05281, over 7231.42 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.07828, over 2474707.35 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0803, over 21878.67 utterances.], batch size: 33, lr: 2.99e-04
2022-08-28 19:02:34,916 INFO [train.py:927] (3/8) Epoch 13, batch 5450, giga_loss[loss=0.28, simple_loss=0.3583, pruned_loss=0.1008, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04562, over 146.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3117, pruned_loss=0.07417, over 2473230.87 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07553, over 19740.71 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.29, pruned_loss=0.05494, over 2285114.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.0516, over 7211.76 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3141, pruned_loss=0.07665, over 2474149.14 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07683, over 21179.17 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 19:04:19,866 INFO [train.py:927] (3/8) Epoch 13, batch 5500, giga_loss[loss=0.2393, simple_loss=0.3219, pruned_loss=0.07838, over 12384.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04461, over 31.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3152, pruned_loss=0.07705, over 2473631.31 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07914, over 20479.74 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2899, pruned_loss=0.05504, over 2289812.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.051, over 7207.52 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3177, pruned_loss=0.07941, over 2474336.49 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08032, over 21925.41 utterances.], batch size: 31, lr: 2.99e-04
2022-08-28 19:06:04,784 INFO [train.py:927] (3/8) Epoch 13, batch 5550, giga_loss[loss=0.2376, simple_loss=0.3245, pruned_loss=0.07537, over 12390.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.02869, over 51.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.316, pruned_loss=0.07847, over 2473897.97 frames. utt_duration=471.2 frames, utt_pad_proportion=0.08226, over 21064.94 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2893, pruned_loss=0.0547, over 2293430.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.05027, over 7185.51 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.319, pruned_loss=0.08105, over 2474482.21 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08333, over 22478.52 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 19:07:47,697 INFO [train.py:927] (3/8) Epoch 13, batch 5600, giga_loss[loss=0.2403, simple_loss=0.326, pruned_loss=0.07727, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04156, over 146.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3168, pruned_loss=0.07856, over 2474042.02 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08558, over 21982.17 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2899, pruned_loss=0.05502, over 2297002.71 frames. utt_duration=1276 frames, utt_pad_proportion=0.04978, over 7207.58 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3192, pruned_loss=0.08078, over 2474503.34 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08663, over 23355.29 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 19:09:30,567 INFO [train.py:927] (3/8) Epoch 13, batch 5650, libri_loss[loss=0.199, simple_loss=0.2848, pruned_loss=0.05653, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00563, over 35.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3164, pruned_loss=0.0774, over 2473853.19 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08541, over 21960.10 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.05514, over 2303533.92 frames. utt_duration=1282 frames, utt_pad_proportion=0.04821, over 7198.43 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3195, pruned_loss=0.07998, over 2474666.03 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08713, over 23661.17 utterances.], batch size: 35, lr: 2.99e-04
2022-08-28 19:11:15,468 INFO [train.py:927] (3/8) Epoch 13, batch 5700, giga_loss[loss=0.2368, simple_loss=0.3181, pruned_loss=0.07771, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.237, simple_loss=0.317, pruned_loss=0.07844, over 2475036.46 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08585, over 22381.30 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2899, pruned_loss=0.05533, over 2310486.89 frames. utt_duration=1273 frames, utt_pad_proportion=0.05204, over 7269.11 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3204, pruned_loss=0.0812, over 2475476.75 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08669, over 24234.19 utterances.], batch size: 37, lr: 2.99e-04
2022-08-28 19:13:01,495 INFO [train.py:927] (3/8) Epoch 13, batch 5750, giga_loss[loss=0.203, simple_loss=0.2862, pruned_loss=0.05991, over 12422.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03823, over 133.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.315, pruned_loss=0.07787, over 2474929.19 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08398, over 21945.23 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2898, pruned_loss=0.05546, over 2314266.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.05131, over 7275.17 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3183, pruned_loss=0.08048, over 2475543.20 frames. utt_duration=418.2 frames, utt_pad_proportion=0.08525, over 23759.82 utterances.], batch size: 133, lr: 2.99e-04
2022-08-28 19:14:48,325 INFO [train.py:927] (3/8) Epoch 13, batch 5800, giga_loss[loss=0.2191, simple_loss=0.3044, pruned_loss=0.06689, over 12385.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03992, over 113.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3131, pruned_loss=0.07709, over 2474988.04 frames. utt_duration=458.5 frames, utt_pad_proportion=0.0843, over 21662.89 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2901, pruned_loss=0.05557, over 2318056.94 frames. utt_duration=1276 frames, utt_pad_proportion=0.05025, over 7273.29 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3161, pruned_loss=0.07956, over 2475625.30 frames. utt_duration=424 frames, utt_pad_proportion=0.08582, over 23432.72 utterances.], batch size: 113, lr: 2.99e-04
2022-08-28 19:16:29,819 INFO [train.py:927] (3/8) Epoch 13, batch 5850, giga_loss[loss=0.2714, simple_loss=0.334, pruned_loss=0.1044, over 12455.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04029, over 114.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3129, pruned_loss=0.078, over 2474687.97 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08653, over 21745.60 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2904, pruned_loss=0.05569, over 2324949.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05371, over 7367.02 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.316, pruned_loss=0.08086, over 2475233.69 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08713, over 23707.90 utterances.], batch size: 114, lr: 2.99e-04
2022-08-28 19:18:10,578 INFO [train.py:927] (3/8) Epoch 13, batch 5900, giga_loss[loss=0.2274, simple_loss=0.3191, pruned_loss=0.06783, over 12403.00 frames. utt_duration=663 frames, utt_pad_proportion=0.03488, over 75.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3107, pruned_loss=0.07586, over 2474966.18 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08765, over 22607.30 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2905, pruned_loss=0.05563, over 2328784.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05346, over 7387.63 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3136, pruned_loss=0.07868, over 2475286.96 frames. utt_duration=405.6 frames, utt_pad_proportion=0.08839, over 24502.20 utterances.], batch size: 75, lr: 2.99e-04
2022-08-28 19:20:00,427 INFO [train.py:927] (3/8) Epoch 13, batch 5950, giga_loss[loss=0.28, simple_loss=0.3455, pruned_loss=0.1072, over 12371.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07068, over 211.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3096, pruned_loss=0.07527, over 2475033.08 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08733, over 23471.05 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2904, pruned_loss=0.05558, over 2329539.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05328, over 7380.69 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.312, pruned_loss=0.07759, over 2475263.93 frames. utt_duration=397.2 frames, utt_pad_proportion=0.08799, over 25020.03 utterances.], batch size: 211, lr: 2.99e-04
2022-08-28 19:21:47,888 INFO [train.py:927] (3/8) Epoch 13, batch 6000, giga_loss[loss=0.2513, simple_loss=0.3214, pruned_loss=0.09058, over 12390.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07846, over 213.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.07437, over 2474505.19 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08486, over 22082.81 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2907, pruned_loss=0.05571, over 2332779.23 frames. utt_duration=1263 frames, utt_pad_proportion=0.05314, over 7398.18 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3091, pruned_loss=0.07654, over 2475015.40 frames. utt_duration=420 frames, utt_pad_proportion=0.08588, over 23651.56 utterances.], batch size: 213, lr: 2.99e-04
2022-08-28 19:21:47,889 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 19:22:01,901 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1763, simple_loss=0.286, pruned_loss=0.03335, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 19:23:44,431 INFO [train.py:927] (3/8) Epoch 13, batch 6050, giga_loss[loss=0.2298, simple_loss=0.3087, pruned_loss=0.0755, over 12457.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03609, over 105.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3088, pruned_loss=0.07494, over 2474727.13 frames. utt_duration=447 frames, utt_pad_proportion=0.08491, over 22216.90 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2907, pruned_loss=0.05577, over 2334746.41 frames. utt_duration=1266 frames, utt_pad_proportion=0.05264, over 7385.31 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3106, pruned_loss=0.07687, over 2475264.84 frames. utt_duration=419.5 frames, utt_pad_proportion=0.086, over 23684.41 utterances.], batch size: 105, lr: 2.99e-04
2022-08-28 19:25:30,749 INFO [train.py:927] (3/8) Epoch 13, batch 6100, giga_loss[loss=0.282, simple_loss=0.3378, pruned_loss=0.1131, over 12334.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07453, over 2474448.53 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08379, over 21770.09 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2909, pruned_loss=0.05597, over 2340007.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05549, over 7445.14 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3105, pruned_loss=0.07661, over 2475115.88 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08432, over 23436.91 utterances.], batch size: 369, lr: 2.99e-04
2022-08-28 19:27:14,320 INFO [train.py:927] (3/8) Epoch 13, batch 6150, giga_loss[loss=0.2776, simple_loss=0.3452, pruned_loss=0.105, over 12425.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3095, pruned_loss=0.07516, over 2474209.07 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07964, over 21690.77 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2908, pruned_loss=0.05584, over 2344876.25 frames. utt_duration=1260 frames, utt_pad_proportion=0.05438, over 7451.33 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.312, pruned_loss=0.07769, over 2475153.52 frames. utt_duration=421.2 frames, utt_pad_proportion=0.081, over 23585.68 utterances.], batch size: 162, lr: 2.99e-04
2022-08-28 19:28:58,282 INFO [train.py:927] (3/8) Epoch 13, batch 6200, giga_loss[loss=0.2441, simple_loss=0.3157, pruned_loss=0.08627, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3127, pruned_loss=0.07732, over 2474308.39 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07986, over 22146.46 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.291, pruned_loss=0.05592, over 2348130.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.05333, over 7454.91 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.315, pruned_loss=0.07976, over 2475027.73 frames. utt_duration=414 frames, utt_pad_proportion=0.08143, over 23996.35 utterances.], batch size: 123, lr: 2.99e-04
2022-08-28 19:30:45,463 INFO [train.py:927] (3/8) Epoch 13, batch 6250, giga_loss[loss=0.2246, simple_loss=0.3204, pruned_loss=0.06444, over 12452.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04073, over 114.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3132, pruned_loss=0.07779, over 2474109.86 frames. utt_duration=467.2 frames, utt_pad_proportion=0.078, over 21250.71 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2909, pruned_loss=0.05597, over 2351720.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05203, over 7445.48 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3157, pruned_loss=0.08029, over 2474804.92 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08007, over 23132.34 utterances.], batch size: 114, lr: 2.99e-04
2022-08-28 19:32:36,537 INFO [train.py:927] (3/8) Epoch 13, batch 6300, giga_loss[loss=0.2693, simple_loss=0.3355, pruned_loss=0.1015, over 12366.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2055, over 370.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.0766, over 2474060.39 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0769, over 21084.60 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2909, pruned_loss=0.05603, over 2355360.56 frames. utt_duration=1256 frames, utt_pad_proportion=0.05521, over 7509.42 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3157, pruned_loss=0.07913, over 2474622.26 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07804, over 22917.30 utterances.], batch size: 370, lr: 2.99e-04
2022-08-28 19:34:18,907 INFO [train.py:927] (3/8) Epoch 13, batch 6350, giga_loss[loss=0.2244, simple_loss=0.2966, pruned_loss=0.07609, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02906, over 42.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3124, pruned_loss=0.07728, over 2474532.81 frames. utt_duration=464 frames, utt_pad_proportion=0.07949, over 21399.78 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2906, pruned_loss=0.05592, over 2357668.34 frames. utt_duration=1258 frames, utt_pad_proportion=0.05436, over 7503.20 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3151, pruned_loss=0.07978, over 2475036.34 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0806, over 23114.97 utterances.], batch size: 42, lr: 2.99e-04
2022-08-28 19:36:01,487 INFO [train.py:927] (3/8) Epoch 13, batch 6400, giga_loss[loss=0.2149, simple_loss=0.2924, pruned_loss=0.06869, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02713, over 48.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3103, pruned_loss=0.07632, over 2474634.07 frames. utt_duration=471 frames, utt_pad_proportion=0.07987, over 21081.32 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2904, pruned_loss=0.05567, over 2361970.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05355, over 7504.72 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07929, over 2475284.44 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08137, over 22967.36 utterances.], batch size: 48, lr: 2.99e-04
2022-08-28 19:37:44,630 INFO [train.py:927] (3/8) Epoch 13, batch 6450, giga_loss[loss=0.2103, simple_loss=0.2886, pruned_loss=0.06602, over 12313.00 frames. utt_duration=1174 frames, utt_pad_proportion=0.02482, over 42.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3098, pruned_loss=0.07658, over 2474426.65 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07935, over 21066.76 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.29, pruned_loss=0.05569, over 2365833.10 frames. utt_duration=1269 frames, utt_pad_proportion=0.05209, over 7463.25 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3134, pruned_loss=0.0797, over 2475466.91 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08125, over 23110.37 utterances.], batch size: 42, lr: 2.99e-04
2022-08-28 19:39:27,556 INFO [train.py:927] (3/8) Epoch 13, batch 6500, giga_loss[loss=0.2648, simple_loss=0.3316, pruned_loss=0.09907, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.0453, over 146.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.311, pruned_loss=0.07793, over 2474581.62 frames. utt_duration=469.1 frames, utt_pad_proportion=0.08402, over 21167.31 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05562, over 2368612.89 frames. utt_duration=1272 frames, utt_pad_proportion=0.0512, over 7457.62 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3145, pruned_loss=0.08105, over 2475797.44 frames. utt_duration=428.8 frames, utt_pad_proportion=0.0857, over 23174.67 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 19:41:08,909 INFO [train.py:927] (3/8) Epoch 13, batch 6550, giga_loss[loss=0.2233, simple_loss=0.3061, pruned_loss=0.07029, over 12482.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.04136, over 52.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3121, pruned_loss=0.07843, over 2474717.18 frames. utt_duration=477 frames, utt_pad_proportion=0.07896, over 20814.61 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.29, pruned_loss=0.05563, over 2370837.61 frames. utt_duration=1274 frames, utt_pad_proportion=0.05024, over 7450.14 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3151, pruned_loss=0.08138, over 2476015.38 frames. utt_duration=437.5 frames, utt_pad_proportion=0.08121, over 22715.18 utterances.], batch size: 52, lr: 2.99e-04
2022-08-28 19:42:51,872 INFO [train.py:927] (3/8) Epoch 13, batch 6600, libri_loss[loss=0.179, simple_loss=0.2674, pruned_loss=0.0453, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006724, over 31.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3129, pruned_loss=0.07948, over 2475447.07 frames. utt_duration=461.7 frames, utt_pad_proportion=0.08242, over 21513.42 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2904, pruned_loss=0.05591, over 2374203.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.05828, over 7586.53 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3157, pruned_loss=0.08224, over 2476234.65 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08196, over 23286.40 utterances.], batch size: 31, lr: 2.99e-04
2022-08-28 19:44:34,746 INFO [train.py:927] (3/8) Epoch 13, batch 6650, giga_loss[loss=0.2795, simple_loss=0.34, pruned_loss=0.1095, over 12399.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05853, over 182.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3118, pruned_loss=0.0785, over 2474910.23 frames. utt_duration=475.2 frames, utt_pad_proportion=0.08233, over 20894.65 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2897, pruned_loss=0.05551, over 2377919.28 frames. utt_duration=1262 frames, utt_pad_proportion=0.05663, over 7548.84 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3155, pruned_loss=0.08195, over 2475787.19 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08269, over 22867.39 utterances.], batch size: 182, lr: 2.99e-04
2022-08-28 19:46:16,899 INFO [train.py:927] (3/8) Epoch 13, batch 6700, giga_loss[loss=0.3578, simple_loss=0.3822, pruned_loss=0.1667, over 12352.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3133, pruned_loss=0.07984, over 2475070.15 frames. utt_duration=460.2 frames, utt_pad_proportion=0.08433, over 21582.75 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2893, pruned_loss=0.05531, over 2379878.15 frames. utt_duration=1267 frames, utt_pad_proportion=0.05582, over 7523.09 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3169, pruned_loss=0.08315, over 2475737.37 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08481, over 23410.20 utterances.], batch size: 370, lr: 2.99e-04
2022-08-28 19:47:58,899 INFO [train.py:927] (3/8) Epoch 13, batch 6750, libri_loss[loss=0.2018, simple_loss=0.2899, pruned_loss=0.05692, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006278, over 32.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3124, pruned_loss=0.07903, over 2474715.65 frames. utt_duration=476.5 frames, utt_pad_proportion=0.08282, over 20836.01 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2887, pruned_loss=0.05511, over 2384313.05 frames. utt_duration=1273 frames, utt_pad_proportion=0.05439, over 7503.58 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3171, pruned_loss=0.08309, over 2475434.83 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08425, over 23008.70 utterances.], batch size: 32, lr: 2.99e-04
2022-08-28 19:49:40,224 INFO [train.py:927] (3/8) Epoch 13, batch 6800, giga_loss[loss=0.2405, simple_loss=0.3213, pruned_loss=0.07989, over 12407.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05009, over 161.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3137, pruned_loss=0.07899, over 2474138.47 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08866, over 21732.99 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2887, pruned_loss=0.05507, over 2385548.71 frames. utt_duration=1274 frames, utt_pad_proportion=0.0538, over 7501.03 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.08256, over 2474800.94 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08961, over 23640.64 utterances.], batch size: 161, lr: 2.99e-04
2022-08-28 19:51:20,951 INFO [train.py:927] (3/8) Epoch 13, batch 6850, giga_loss[loss=0.2036, simple_loss=0.289, pruned_loss=0.05911, over 12278.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03491, over 28.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3129, pruned_loss=0.07822, over 2473598.66 frames. utt_duration=466.5 frames, utt_pad_proportion=0.08477, over 21276.97 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2888, pruned_loss=0.05513, over 2387584.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05872, over 7602.32 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3166, pruned_loss=0.08154, over 2474258.43 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08476, over 23015.81 utterances.], batch size: 28, lr: 2.99e-04
2022-08-28 19:53:01,895 INFO [train.py:927] (3/8) Epoch 13, batch 6900, giga_loss[loss=0.2436, simple_loss=0.3187, pruned_loss=0.08429, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03881, over 113.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07806, over 2473971.17 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07919, over 20483.22 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2888, pruned_loss=0.05513, over 2388968.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05808, over 7607.31 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3165, pruned_loss=0.081, over 2474407.34 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07988, over 22034.12 utterances.], batch size: 113, lr: 2.99e-04
2022-08-28 19:54:44,900 INFO [train.py:927] (3/8) Epoch 13, batch 6950, giga_loss[loss=0.2435, simple_loss=0.317, pruned_loss=0.08505, over 12352.00 frames. utt_duration=970.3 frames, utt_pad_proportion=0.03265, over 51.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.313, pruned_loss=0.07841, over 2474343.00 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07991, over 20089.79 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2891, pruned_loss=0.05508, over 2392195.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.05717, over 7594.31 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3163, pruned_loss=0.08166, over 2474812.94 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08098, over 21822.43 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 19:56:32,616 INFO [train.py:927] (3/8) Epoch 13, batch 7000, giga_loss[loss=0.2156, simple_loss=0.3004, pruned_loss=0.06535, over 12407.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02424, over 66.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3139, pruned_loss=0.07902, over 2474250.25 frames. utt_duration=494 frames, utt_pad_proportion=0.07701, over 20094.79 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2889, pruned_loss=0.05503, over 2392644.42 frames. utt_duration=1263 frames, utt_pad_proportion=0.05672, over 7584.39 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.0818, over 2474921.36 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07824, over 21564.79 utterances.], batch size: 66, lr: 2.99e-04
2022-08-28 19:58:15,221 INFO [train.py:927] (3/8) Epoch 13, batch 7050, giga_loss[loss=0.2311, simple_loss=0.3161, pruned_loss=0.07302, over 12310.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02947, over 74.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3152, pruned_loss=0.07974, over 2474332.18 frames. utt_duration=495.4 frames, utt_pad_proportion=0.07268, over 20037.34 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.289, pruned_loss=0.05499, over 2395181.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05539, over 7580.93 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3182, pruned_loss=0.0828, over 2475103.81 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07458, over 21627.30 utterances.], batch size: 74, lr: 2.99e-04
2022-08-28 19:59:58,532 INFO [train.py:927] (3/8) Epoch 13, batch 7100, giga_loss[loss=0.2403, simple_loss=0.3248, pruned_loss=0.0779, over 12387.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02964, over 97.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3142, pruned_loss=0.07836, over 2473878.87 frames. utt_duration=508.3 frames, utt_pad_proportion=0.07255, over 19525.71 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2892, pruned_loss=0.05515, over 2397528.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05789, over 7654.94 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3172, pruned_loss=0.08141, over 2474838.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07356, over 21117.18 utterances.], batch size: 97, lr: 2.99e-04
2022-08-28 20:01:42,657 INFO [train.py:927] (3/8) Epoch 13, batch 7150, giga_loss[loss=0.231, simple_loss=0.3114, pruned_loss=0.07526, over 12414.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03262, over 80.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3134, pruned_loss=0.07814, over 2474696.89 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07049, over 19755.30 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2888, pruned_loss=0.05497, over 2398736.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.05722, over 7632.06 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.08113, over 2475735.33 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07171, over 21254.55 utterances.], batch size: 80, lr: 2.99e-04
2022-08-28 20:03:26,749 INFO [train.py:927] (3/8) Epoch 13, batch 7200, giga_loss[loss=0.2692, simple_loss=0.3409, pruned_loss=0.09878, over 12392.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04476, over 146.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3131, pruned_loss=0.0783, over 2475082.82 frames. utt_duration=497.3 frames, utt_pad_proportion=0.06944, over 19966.75 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2888, pruned_loss=0.05488, over 2400347.87 frames. utt_duration=1260 frames, utt_pad_proportion=0.05708, over 7629.62 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3162, pruned_loss=0.08127, over 2476183.01 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0706, over 21437.75 utterances.], batch size: 146, lr: 2.99e-04
2022-08-28 20:05:11,722 INFO [train.py:927] (3/8) Epoch 13, batch 7250, giga_loss[loss=0.2556, simple_loss=0.3155, pruned_loss=0.09784, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3092, pruned_loss=0.07668, over 2474467.73 frames. utt_duration=498.8 frames, utt_pad_proportion=0.07205, over 19902.46 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2887, pruned_loss=0.05472, over 2401175.69 frames. utt_duration=1264 frames, utt_pad_proportion=0.05648, over 7608.27 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.312, pruned_loss=0.07949, over 2475606.54 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07306, over 21260.02 utterances.], batch size: 369, lr: 2.99e-04
2022-08-28 20:06:55,411 INFO [train.py:927] (3/8) Epoch 13, batch 7300, giga_loss[loss=0.2156, simple_loss=0.2944, pruned_loss=0.06837, over 12317.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3073, pruned_loss=0.07579, over 2474071.60 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06652, over 19240.36 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2886, pruned_loss=0.05472, over 2403230.35 frames. utt_duration=1269 frames, utt_pad_proportion=0.05517, over 7582.38 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3102, pruned_loss=0.07863, over 2475074.45 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06824, over 20671.75 utterances.], batch size: 51, lr: 2.99e-04
2022-08-28 20:08:39,402 INFO [train.py:927] (3/8) Epoch 13, batch 7350, giga_loss[loss=0.1993, simple_loss=0.2939, pruned_loss=0.0524, over 12422.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03198, over 80.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07309, over 2474673.18 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06992, over 20521.30 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2887, pruned_loss=0.05467, over 2404991.49 frames. utt_duration=1267 frames, utt_pad_proportion=0.05493, over 7601.57 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3091, pruned_loss=0.07584, over 2475483.70 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07126, over 21925.05 utterances.], batch size: 80, lr: 2.99e-04
2022-08-28 20:10:23,012 INFO [train.py:927] (3/8) Epoch 13, batch 7400, giga_loss[loss=0.2425, simple_loss=0.3225, pruned_loss=0.08124, over 12404.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06922, over 211.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3053, pruned_loss=0.07071, over 2474969.45 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0703, over 21593.18 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2887, pruned_loss=0.05471, over 2406437.74 frames. utt_duration=1269 frames, utt_pad_proportion=0.05393, over 7592.55 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07333, over 2476160.22 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07169, over 23068.27 utterances.], batch size: 211, lr: 2.99e-04
2022-08-28 20:12:08,867 INFO [train.py:927] (3/8) Epoch 13, batch 7450, giga_loss[loss=0.1907, simple_loss=0.2916, pruned_loss=0.04494, over 12431.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03663, over 105.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3026, pruned_loss=0.067, over 2475097.76 frames. utt_duration=458 frames, utt_pad_proportion=0.072, over 21682.74 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2885, pruned_loss=0.05458, over 2407373.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05328, over 7582.69 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3049, pruned_loss=0.06937, over 2476110.58 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07325, over 23035.19 utterances.], batch size: 105, lr: 2.99e-04
2022-08-28 20:13:53,070 INFO [train.py:927] (3/8) Epoch 13, batch 7500, giga_loss[loss=0.2297, simple_loss=0.3176, pruned_loss=0.07086, over 12454.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03366, over 86.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.303, pruned_loss=0.06639, over 2475546.60 frames. utt_duration=450 frames, utt_pad_proportion=0.07249, over 22073.99 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2885, pruned_loss=0.05454, over 2408866.25 frames. utt_duration=1274 frames, utt_pad_proportion=0.05229, over 7570.26 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3052, pruned_loss=0.06858, over 2476528.48 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07386, over 23493.14 utterances.], batch size: 86, lr: 2.99e-04
2022-08-28 20:15:35,555 INFO [train.py:927] (3/8) Epoch 13, batch 7550, giga_loss[loss=0.1976, simple_loss=0.2843, pruned_loss=0.05545, over 12413.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03387, over 80.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3008, pruned_loss=0.06466, over 2475551.25 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07243, over 22208.85 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2885, pruned_loss=0.05444, over 2409771.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05144, over 7560.87 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3029, pruned_loss=0.06669, over 2476723.10 frames. utt_duration=421.2 frames, utt_pad_proportion=0.07385, over 23604.69 utterances.], batch size: 80, lr: 2.99e-04
2022-08-28 20:17:18,630 INFO [train.py:927] (3/8) Epoch 13, batch 7600, giga_loss[loss=0.2026, simple_loss=0.3065, pruned_loss=0.04931, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.033, over 62.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2996, pruned_loss=0.06363, over 2475523.54 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07332, over 23328.85 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2883, pruned_loss=0.05441, over 2410346.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.05088, over 7546.48 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3016, pruned_loss=0.06538, over 2476794.36 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07456, over 24625.49 utterances.], batch size: 62, lr: 2.98e-04
2022-08-28 20:19:03,476 INFO [train.py:927] (3/8) Epoch 13, batch 7650, giga_loss[loss=0.2018, simple_loss=0.2914, pruned_loss=0.05604, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.211, simple_loss=0.298, pruned_loss=0.06205, over 2475777.18 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07099, over 23111.97 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2884, pruned_loss=0.05453, over 2412656.64 frames. utt_duration=1279 frames, utt_pad_proportion=0.04973, over 7553.23 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2998, pruned_loss=0.06368, over 2477046.39 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07268, over 24724.07 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:20:47,986 INFO [train.py:927] (3/8) Epoch 13, batch 7700, giga_loss[loss=0.178, simple_loss=0.2705, pruned_loss=0.0428, over 12355.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03685, over 122.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05987, over 2475587.99 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06908, over 23495.27 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2885, pruned_loss=0.05453, over 2412832.35 frames. utt_duration=1280 frames, utt_pad_proportion=0.04953, over 7549.46 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2961, pruned_loss=0.06118, over 2476713.77 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07058, over 24836.91 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 20:22:32,938 INFO [train.py:927] (3/8) Epoch 13, batch 7750, giga_loss[loss=0.17, simple_loss=0.2676, pruned_loss=0.03619, over 12356.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.05946, over 2476368.07 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06797, over 23768.74 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05447, over 2413784.62 frames. utt_duration=1284 frames, utt_pad_proportion=0.04878, over 7530.61 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2949, pruned_loss=0.06064, over 2477545.72 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06951, over 25139.93 utterances.], batch size: 70, lr: 2.98e-04
2022-08-28 20:24:26,226 INFO [train.py:927] (3/8) Epoch 13, batch 7800, giga_loss[loss=0.2074, simple_loss=0.3044, pruned_loss=0.05518, over 12390.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04491, over 146.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.295, pruned_loss=0.0599, over 2476702.70 frames. utt_duration=397 frames, utt_pad_proportion=0.07188, over 25045.53 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2889, pruned_loss=0.05468, over 2415282.31 frames. utt_duration=1283 frames, utt_pad_proportion=0.04875, over 7539.89 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2957, pruned_loss=0.06077, over 2477701.76 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07303, over 26496.56 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 20:26:34,534 INFO [train.py:927] (3/8) Epoch 13, batch 7850, giga_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05269, over 12396.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03695, over 113.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2949, pruned_loss=0.05903, over 2477178.51 frames. utt_duration=395 frames, utt_pad_proportion=0.06916, over 25176.18 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2888, pruned_loss=0.05443, over 2416029.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.04854, over 7513.92 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2956, pruned_loss=0.06003, over 2478136.54 frames. utt_duration=374.1 frames, utt_pad_proportion=0.07031, over 26598.63 utterances.], batch size: 113, lr: 2.98e-04
2022-08-28 20:28:30,890 INFO [train.py:927] (3/8) Epoch 13, batch 7900, giga_loss[loss=0.1803, simple_loss=0.2794, pruned_loss=0.04063, over 12305.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.03334, over 66.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2925, pruned_loss=0.05716, over 2476342.86 frames. utt_duration=397.9 frames, utt_pad_proportion=0.0682, over 24978.66 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2883, pruned_loss=0.05423, over 2416945.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.04938, over 7531.77 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2938, pruned_loss=0.05823, over 2477895.15 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06913, over 26558.50 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 20:30:41,450 INFO [train.py:927] (3/8) Epoch 13, batch 7950, giga_loss[loss=0.1906, simple_loss=0.2845, pruned_loss=0.04842, over 12430.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.02932, over 75.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2901, pruned_loss=0.05618, over 2476579.40 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06893, over 24945.96 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2885, pruned_loss=0.05433, over 2418239.61 frames. utt_duration=1286 frames, utt_pad_proportion=0.04845, over 7530.55 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.291, pruned_loss=0.05699, over 2477979.75 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06999, over 26591.85 utterances.], batch size: 75, lr: 2.98e-04
2022-08-28 20:32:34,450 INFO [train.py:927] (3/8) Epoch 13, batch 8000, giga_loss[loss=0.217, simple_loss=0.31, pruned_loss=0.06202, over 12432.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03517, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2897, pruned_loss=0.05569, over 2477007.73 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06996, over 24980.09 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05461, over 2419864.34 frames. utt_duration=1263 frames, utt_pad_proportion=0.05647, over 7674.54 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2899, pruned_loss=0.05612, over 2478224.59 frames. utt_duration=373.4 frames, utt_pad_proportion=0.06886, over 26641.95 utterances.], batch size: 105, lr: 2.98e-04
2022-08-28 20:34:41,669 INFO [train.py:927] (3/8) Epoch 13, batch 8050, giga_loss[loss=0.1945, simple_loss=0.2862, pruned_loss=0.05137, over 12371.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02889, over 91.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2917, pruned_loss=0.05615, over 2476801.10 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07153, over 25727.55 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2897, pruned_loss=0.05467, over 2421326.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.0553, over 7680.13 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2913, pruned_loss=0.05647, over 2478004.36 frames. utt_duration=361 frames, utt_pad_proportion=0.071, over 27552.21 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:36:48,408 INFO [train.py:927] (3/8) Epoch 13, batch 8100, giga_loss[loss=0.1835, simple_loss=0.2769, pruned_loss=0.04506, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.05526, over 2476690.45 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07045, over 24897.32 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2896, pruned_loss=0.05465, over 2422886.01 frames. utt_duration=1263 frames, utt_pad_proportion=0.05506, over 7683.92 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2895, pruned_loss=0.05556, over 2477976.75 frames. utt_duration=369.5 frames, utt_pad_proportion=0.0703, over 26919.66 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 20:38:50,809 INFO [train.py:927] (3/8) Epoch 13, batch 8150, giga_loss[loss=0.2275, simple_loss=0.3203, pruned_loss=0.06733, over 12359.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.0296, over 91.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2925, pruned_loss=0.05581, over 2477552.89 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06961, over 25160.29 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2893, pruned_loss=0.05456, over 2423512.45 frames. utt_duration=1265 frames, utt_pad_proportion=0.05464, over 7672.10 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2926, pruned_loss=0.05614, over 2478491.18 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06969, over 26917.76 utterances.], batch size: 91, lr: 2.98e-04
2022-08-28 20:40:55,888 INFO [train.py:927] (3/8) Epoch 13, batch 8200, giga_loss[loss=0.1905, simple_loss=0.293, pruned_loss=0.04399, over 12372.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2937, pruned_loss=0.0552, over 2477462.14 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06913, over 24720.61 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2893, pruned_loss=0.0545, over 2424552.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05364, over 7657.42 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2939, pruned_loss=0.05554, over 2478466.76 frames. utt_duration=375.1 frames, utt_pad_proportion=0.06957, over 26516.79 utterances.], batch size: 113, lr: 2.98e-04
2022-08-28 20:43:03,914 INFO [train.py:927] (3/8) Epoch 13, batch 8250, giga_loss[loss=0.1885, simple_loss=0.2811, pruned_loss=0.04797, over 12370.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.0279, over 85.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2936, pruned_loss=0.05514, over 2477624.48 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06802, over 24524.37 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2893, pruned_loss=0.05449, over 2425123.18 frames. utt_duration=1268 frames, utt_pad_proportion=0.05314, over 7657.52 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2938, pruned_loss=0.05543, over 2478603.47 frames. utt_duration=380 frames, utt_pad_proportion=0.06862, over 26173.67 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 20:45:36,644 INFO [train.py:927] (3/8) Epoch 13, batch 8300, giga_loss[loss=0.1912, simple_loss=0.2777, pruned_loss=0.05237, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03409, over 51.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2932, pruned_loss=0.05568, over 2476741.34 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06621, over 23766.04 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2886, pruned_loss=0.05416, over 2426678.80 frames. utt_duration=1275 frames, utt_pad_proportion=0.05181, over 7623.01 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2941, pruned_loss=0.05624, over 2477785.05 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25661.21 utterances.], batch size: 51, lr: 2.98e-04
2022-08-28 20:47:46,159 INFO [train.py:927] (3/8) Epoch 13, batch 8350, giga_loss[loss=0.212, simple_loss=0.2972, pruned_loss=0.06334, over 12397.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09405, over 255.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2898, pruned_loss=0.05448, over 2476733.32 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06931, over 24281.59 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2884, pruned_loss=0.0541, over 2426781.79 frames. utt_duration=1277 frames, utt_pad_proportion=0.05145, over 7609.80 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2907, pruned_loss=0.05498, over 2477901.21 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07011, over 25928.26 utterances.], batch size: 255, lr: 2.98e-04
2022-08-28 20:49:50,778 INFO [train.py:927] (3/8) Epoch 13, batch 8400, giga_loss[loss=0.1639, simple_loss=0.26, pruned_loss=0.0339, over 12442.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05608, over 182.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2881, pruned_loss=0.05396, over 2476708.81 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07518, over 24961.73 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2886, pruned_loss=0.05425, over 2428577.17 frames. utt_duration=1269 frames, utt_pad_proportion=0.05394, over 7664.91 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2887, pruned_loss=0.05425, over 2478253.08 frames. utt_duration=368.5 frames, utt_pad_proportion=0.07505, over 26987.32 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 20:51:53,242 INFO [train.py:927] (3/8) Epoch 13, batch 8450, giga_loss[loss=0.186, simple_loss=0.2695, pruned_loss=0.05126, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2892, pruned_loss=0.05439, over 2477436.10 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07271, over 24498.70 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2887, pruned_loss=0.05423, over 2430350.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.0542, over 7696.89 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05463, over 2478595.10 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07293, over 26638.92 utterances.], batch size: 146, lr: 2.98e-04
2022-08-28 20:53:54,450 INFO [train.py:927] (3/8) Epoch 13, batch 8500, giga_loss[loss=0.1851, simple_loss=0.2761, pruned_loss=0.04702, over 12325.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03235, over 58.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2893, pruned_loss=0.05535, over 2477784.13 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07034, over 24237.75 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2888, pruned_loss=0.05426, over 2431049.20 frames. utt_duration=1266 frames, utt_pad_proportion=0.05337, over 7690.01 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05553, over 2478916.55 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07097, over 26250.41 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 20:56:06,655 INFO [train.py:927] (3/8) Epoch 13, batch 8550, giga_loss[loss=0.1893, simple_loss=0.2834, pruned_loss=0.04756, over 12420.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05742, over 182.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2912, pruned_loss=0.0558, over 2478206.83 frames. utt_duration=406 frames, utt_pad_proportion=0.07142, over 24487.50 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2897, pruned_loss=0.0548, over 2432364.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05851, over 7813.30 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2907, pruned_loss=0.05549, over 2478975.69 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07079, over 26361.17 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 20:58:25,603 INFO [train.py:927] (3/8) Epoch 13, batch 8600, giga_loss[loss=0.1878, simple_loss=0.2748, pruned_loss=0.05041, over 12325.00 frames. utt_duration=748.2 frames, utt_pad_proportion=0.02952, over 66.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2907, pruned_loss=0.0554, over 2477446.81 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07014, over 24206.93 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2903, pruned_loss=0.05484, over 2433168.99 frames. utt_duration=1250 frames, utt_pad_proportion=0.05735, over 7795.18 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2898, pruned_loss=0.05515, over 2478346.52 frames. utt_duration=381.3 frames, utt_pad_proportion=0.07013, over 26077.67 utterances.], batch size: 66, lr: 2.98e-04
2022-08-28 21:00:31,327 INFO [train.py:927] (3/8) Epoch 13, batch 8650, giga_loss[loss=0.1924, simple_loss=0.2792, pruned_loss=0.05285, over 12424.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04742, over 161.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2862, pruned_loss=0.05432, over 2477594.78 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0725, over 24491.54 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2901, pruned_loss=0.05471, over 2434244.05 frames. utt_duration=1255 frames, utt_pad_proportion=0.05606, over 7767.78 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2855, pruned_loss=0.05423, over 2478519.30 frames. utt_duration=375.7 frames, utt_pad_proportion=0.0728, over 26470.72 utterances.], batch size: 161, lr: 2.98e-04
2022-08-28 21:02:19,258 INFO [train.py:927] (3/8) Epoch 13, batch 8700, giga_loss[loss=0.2164, simple_loss=0.3073, pruned_loss=0.06273, over 12388.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03067, over 97.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2863, pruned_loss=0.05424, over 2477422.82 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06942, over 24044.00 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2898, pruned_loss=0.05451, over 2435318.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.05434, over 7716.29 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2859, pruned_loss=0.05432, over 2478938.63 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07051, over 26390.02 utterances.], batch size: 97, lr: 2.98e-04
2022-08-28 21:04:19,696 INFO [train.py:927] (3/8) Epoch 13, batch 8750, libri_loss[loss=0.2028, simple_loss=0.2937, pruned_loss=0.05594, over 12395.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02518, over 43.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2863, pruned_loss=0.05407, over 2477269.84 frames. utt_duration=407.2 frames, utt_pad_proportion=0.07156, over 24410.05 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2903, pruned_loss=0.05468, over 2436686.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.05804, over 7809.44 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2854, pruned_loss=0.054, over 2478783.15 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07149, over 26851.21 utterances.], batch size: 43, lr: 2.98e-04
2022-08-28 21:06:33,917 INFO [train.py:927] (3/8) Epoch 13, batch 8800, giga_loss[loss=0.1708, simple_loss=0.263, pruned_loss=0.0393, over 12411.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0663, over 212.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2856, pruned_loss=0.05398, over 2478091.49 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06976, over 24543.29 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2902, pruned_loss=0.05467, over 2437627.39 frames. utt_duration=1252 frames, utt_pad_proportion=0.05695, over 7798.29 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2849, pruned_loss=0.05392, over 2479372.07 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07024, over 26877.16 utterances.], batch size: 212, lr: 2.98e-04
2022-08-28 21:08:42,874 INFO [train.py:927] (3/8) Epoch 13, batch 8850, giga_loss[loss=0.1741, simple_loss=0.2631, pruned_loss=0.04252, over 12315.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03022, over 70.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.285, pruned_loss=0.05357, over 2478232.08 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06975, over 24207.02 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2903, pruned_loss=0.0547, over 2438718.98 frames. utt_duration=1251 frames, utt_pad_proportion=0.05666, over 7807.21 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2843, pruned_loss=0.05346, over 2479353.46 frames. utt_duration=375.2 frames, utt_pad_proportion=0.0703, over 26515.34 utterances.], batch size: 70, lr: 2.98e-04
2022-08-28 21:10:42,185 INFO [train.py:927] (3/8) Epoch 13, batch 8900, giga_loss[loss=0.1726, simple_loss=0.2745, pruned_loss=0.03538, over 12435.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.02691, over 122.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2848, pruned_loss=0.05357, over 2478811.53 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06624, over 23993.67 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2903, pruned_loss=0.05472, over 2439296.11 frames. utt_duration=1252 frames, utt_pad_proportion=0.05599, over 7801.11 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2841, pruned_loss=0.05346, over 2479722.32 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06716, over 26039.18 utterances.], batch size: 122, lr: 2.98e-04
2022-08-28 21:12:38,925 INFO [train.py:927] (3/8) Epoch 13, batch 8950, giga_loss[loss=0.2112, simple_loss=0.305, pruned_loss=0.05868, over 12463.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.0286, over 80.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05281, over 2478721.88 frames. utt_duration=406 frames, utt_pad_proportion=0.06785, over 24490.06 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.29, pruned_loss=0.05463, over 2440291.38 frames. utt_duration=1259 frames, utt_pad_proportion=0.05457, over 7760.81 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2843, pruned_loss=0.05275, over 2479781.65 frames. utt_duration=372.8 frames, utt_pad_proportion=0.06894, over 26689.03 utterances.], batch size: 80, lr: 2.98e-04
2022-08-28 21:14:40,614 INFO [train.py:927] (3/8) Epoch 13, batch 9000, giga_loss[loss=0.2054, simple_loss=0.2953, pruned_loss=0.05775, over 12425.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06908, over 213.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.05329, over 2478070.32 frames. utt_duration=400 frames, utt_pad_proportion=0.06754, over 24856.48 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2901, pruned_loss=0.05455, over 2440646.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.05434, over 7771.25 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.05329, over 2479111.43 frames. utt_duration=371 frames, utt_pad_proportion=0.06856, over 26816.00 utterances.], batch size: 213, lr: 2.98e-04
2022-08-28 21:14:40,615 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 21:14:55,179 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1801, simple_loss=0.2937, pruned_loss=0.03325, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 21:16:55,711 INFO [train.py:927] (3/8) Epoch 13, batch 9050, giga_loss[loss=0.2104, simple_loss=0.3006, pruned_loss=0.06009, over 12381.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04224, over 133.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2858, pruned_loss=0.05267, over 2478054.31 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06849, over 25647.70 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.29, pruned_loss=0.05447, over 2440943.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.0539, over 7751.75 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05273, over 2479105.66 frames. utt_duration=362.4 frames, utt_pad_proportion=0.06936, over 27453.41 utterances.], batch size: 133, lr: 2.98e-04
2022-08-28 21:18:55,792 INFO [train.py:927] (3/8) Epoch 13, batch 9100, giga_loss[loss=0.2012, simple_loss=0.2855, pruned_loss=0.05846, over 12420.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05806, over 182.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.05295, over 2477550.81 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06705, over 24690.56 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.0546, over 2442022.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.0574, over 7813.37 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05278, over 2478724.37 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06706, over 26716.12 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 21:20:59,403 INFO [train.py:927] (3/8) Epoch 13, batch 9150, giga_loss[loss=0.1852, simple_loss=0.2829, pruned_loss=0.04374, over 12448.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03129, over 55.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2853, pruned_loss=0.05301, over 2477751.82 frames. utt_duration=403.3 frames, utt_pad_proportion=0.06829, over 24648.91 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2897, pruned_loss=0.05456, over 2443461.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.0573, over 7832.14 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.285, pruned_loss=0.05285, over 2478506.38 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06836, over 26802.69 utterances.], batch size: 55, lr: 2.98e-04
2022-08-28 21:23:00,179 INFO [train.py:927] (3/8) Epoch 13, batch 9200, giga_loss[loss=0.191, simple_loss=0.2865, pruned_loss=0.04779, over 12302.00 frames. utt_duration=849.5 frames, utt_pad_proportion=0.03462, over 58.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2865, pruned_loss=0.05395, over 2477912.87 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06892, over 24237.64 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2901, pruned_loss=0.05481, over 2443974.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.0666, over 7988.88 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2859, pruned_loss=0.05358, over 2478510.15 frames. utt_duration=382.2 frames, utt_pad_proportion=0.06639, over 26023.66 utterances.], batch size: 58, lr: 2.98e-04
2022-08-28 21:24:53,433 INFO [train.py:927] (3/8) Epoch 13, batch 9250, giga_loss[loss=0.1966, simple_loss=0.2937, pruned_loss=0.04975, over 12374.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03844, over 113.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2891, pruned_loss=0.05474, over 2477516.13 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06887, over 24073.79 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2899, pruned_loss=0.05468, over 2444590.73 frames. utt_duration=1228 frames, utt_pad_proportion=0.06562, over 7972.51 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2887, pruned_loss=0.05456, over 2478202.39 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06711, over 25884.37 utterances.], batch size: 113, lr: 2.98e-04
2022-08-28 21:27:12,718 INFO [train.py:927] (3/8) Epoch 13, batch 9300, giga_loss[loss=0.1922, simple_loss=0.2777, pruned_loss=0.05338, over 12430.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02174, over 48.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2888, pruned_loss=0.05476, over 2477407.93 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06827, over 23973.84 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2898, pruned_loss=0.0547, over 2444900.89 frames. utt_duration=1233 frames, utt_pad_proportion=0.06436, over 7942.47 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2886, pruned_loss=0.05461, over 2478416.33 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06729, over 25807.77 utterances.], batch size: 48, lr: 2.98e-04
2022-08-28 21:29:10,600 INFO [train.py:927] (3/8) Epoch 13, batch 9350, giga_loss[loss=0.1768, simple_loss=0.2688, pruned_loss=0.04244, over 12373.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.02757, over 62.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05438, over 2477954.70 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06486, over 24235.00 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05461, over 2445058.89 frames. utt_duration=1236 frames, utt_pad_proportion=0.06391, over 7925.09 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2879, pruned_loss=0.05435, over 2478882.75 frames. utt_duration=385 frames, utt_pad_proportion=0.06441, over 25834.59 utterances.], batch size: 62, lr: 2.98e-04
2022-08-28 21:31:17,861 INFO [train.py:927] (3/8) Epoch 13, batch 9400, giga_loss[loss=0.2028, simple_loss=0.2831, pruned_loss=0.0613, over 12386.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2872, pruned_loss=0.05461, over 2477789.44 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06799, over 24527.25 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2899, pruned_loss=0.05458, over 2445583.97 frames. utt_duration=1235 frames, utt_pad_proportion=0.06326, over 7927.50 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2868, pruned_loss=0.0546, over 2478638.77 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06768, over 26100.14 utterances.], batch size: 182, lr: 2.98e-04
2022-08-28 21:33:13,380 INFO [train.py:927] (3/8) Epoch 13, batch 9450, giga_loss[loss=0.1979, simple_loss=0.2849, pruned_loss=0.05543, over 12462.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.0317, over 92.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2869, pruned_loss=0.05416, over 2477603.91 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06988, over 24655.85 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2897, pruned_loss=0.05462, over 2446354.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.06267, over 7918.58 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2866, pruned_loss=0.05412, over 2478578.93 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06974, over 26439.00 utterances.], batch size: 92, lr: 2.98e-04
2022-08-28 21:35:12,559 INFO [train.py:927] (3/8) Epoch 13, batch 9500, giga_loss[loss=0.2048, simple_loss=0.3011, pruned_loss=0.05426, over 12371.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03434, over 104.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2875, pruned_loss=0.05318, over 2476392.42 frames. utt_duration=414.1 frames, utt_pad_proportion=0.07, over 23990.47 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2897, pruned_loss=0.05456, over 2446753.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.06169, over 7910.59 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05318, over 2477507.47 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07019, over 25787.18 utterances.], batch size: 104, lr: 2.98e-04
2022-08-28 21:37:17,949 INFO [train.py:927] (3/8) Epoch 13, batch 9550, giga_loss[loss=0.2294, simple_loss=0.3187, pruned_loss=0.07004, over 12401.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05199, over 161.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2882, pruned_loss=0.05283, over 2477147.86 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06973, over 24232.93 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.29, pruned_loss=0.0547, over 2446918.73 frames. utt_duration=1226 frames, utt_pad_proportion=0.06631, over 7993.03 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2878, pruned_loss=0.0527, over 2478006.07 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0687, over 25634.39 utterances.], batch size: 161, lr: 2.98e-04
2022-08-28 21:39:22,427 INFO [train.py:927] (3/8) Epoch 13, batch 9600, giga_loss[loss=0.1704, simple_loss=0.2651, pruned_loss=0.03785, over 12395.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07122, over 212.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2877, pruned_loss=0.05238, over 2477355.71 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06764, over 24902.94 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.29, pruned_loss=0.05462, over 2447380.49 frames. utt_duration=1227 frames, utt_pad_proportion=0.06539, over 7991.36 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2873, pruned_loss=0.05227, over 2478580.93 frames. utt_duration=374.3 frames, utt_pad_proportion=0.06727, over 26572.67 utterances.], batch size: 212, lr: 2.98e-04
2022-08-28 21:41:34,959 INFO [train.py:927] (3/8) Epoch 13, batch 9650, giga_loss[loss=0.2396, simple_loss=0.329, pruned_loss=0.07509, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2882, pruned_loss=0.0524, over 2477556.07 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06716, over 25493.33 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.29, pruned_loss=0.05463, over 2447663.67 frames. utt_duration=1228 frames, utt_pad_proportion=0.06471, over 7983.55 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2878, pruned_loss=0.05226, over 2478670.47 frames. utt_duration=367.9 frames, utt_pad_proportion=0.06708, over 27038.68 utterances.], batch size: 85, lr: 2.98e-04
2022-08-28 21:43:54,245 INFO [train.py:927] (3/8) Epoch 13, batch 9700, giga_loss[loss=0.1677, simple_loss=0.2654, pruned_loss=0.03494, over 12380.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.02814, over 51.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2896, pruned_loss=0.05279, over 2477211.93 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06776, over 25075.20 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.05456, over 2448316.41 frames. utt_duration=1232 frames, utt_pad_proportion=0.06357, over 7959.29 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2895, pruned_loss=0.05271, over 2478159.71 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06802, over 26735.81 utterances.], batch size: 51, lr: 2.98e-04
2022-08-28 21:46:11,986 INFO [train.py:927] (3/8) Epoch 13, batch 9750, giga_loss[loss=0.1848, simple_loss=0.2764, pruned_loss=0.04663, over 12445.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03624, over 98.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2895, pruned_loss=0.05308, over 2477470.48 frames. utt_duration=403 frames, utt_pad_proportion=0.06549, over 24659.16 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2902, pruned_loss=0.05463, over 2449185.25 frames. utt_duration=1238 frames, utt_pad_proportion=0.06168, over 7921.60 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2891, pruned_loss=0.0529, over 2478518.12 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06637, over 26638.10 utterances.], batch size: 98, lr: 2.97e-04
2022-08-28 21:48:15,745 INFO [train.py:927] (3/8) Epoch 13, batch 9800, giga_loss[loss=0.2215, simple_loss=0.3072, pruned_loss=0.06789, over 12437.00 frames. utt_duration=438 frames, utt_pad_proportion=0.03938, over 114.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2887, pruned_loss=0.05276, over 2477973.12 frames. utt_duration=398 frames, utt_pad_proportion=0.06622, over 24975.48 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.29, pruned_loss=0.05455, over 2449368.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.06146, over 7914.00 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2885, pruned_loss=0.05269, over 2478757.01 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06694, over 26602.81 utterances.], batch size: 114, lr: 2.97e-04
2022-08-28 21:50:13,010 INFO [train.py:927] (3/8) Epoch 13, batch 9850, giga_loss[loss=0.1909, simple_loss=0.286, pruned_loss=0.04796, over 12400.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05159, over 161.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2888, pruned_loss=0.05262, over 2477540.85 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06628, over 24893.40 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2893, pruned_loss=0.05416, over 2449550.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06157, over 7925.30 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2893, pruned_loss=0.05286, over 2478787.02 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06685, over 26657.12 utterances.], batch size: 161, lr: 2.97e-04
2022-08-28 21:52:03,385 INFO [train.py:927] (3/8) Epoch 13, batch 9900, giga_loss[loss=0.1763, simple_loss=0.2688, pruned_loss=0.04187, over 12315.00 frames. utt_duration=705 frames, utt_pad_proportion=0.0329, over 70.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2874, pruned_loss=0.05252, over 2476673.36 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06407, over 23753.21 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2891, pruned_loss=0.05422, over 2449957.24 frames. utt_duration=1230 frames, utt_pad_proportion=0.06491, over 7979.04 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2879, pruned_loss=0.05263, over 2477924.81 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06374, over 25480.55 utterances.], batch size: 70, lr: 2.97e-04
2022-08-28 21:53:56,479 INFO [train.py:927] (3/8) Epoch 13, batch 9950, giga_loss[loss=0.2301, simple_loss=0.3156, pruned_loss=0.0723, over 12366.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.0533, over 2476362.28 frames. utt_duration=425.4 frames, utt_pad_proportion=0.0637, over 23349.14 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2888, pruned_loss=0.05409, over 2450303.35 frames. utt_duration=1234 frames, utt_pad_proportion=0.064, over 7952.70 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2881, pruned_loss=0.05348, over 2477514.35 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06372, over 25030.28 utterances.], batch size: 97, lr: 2.97e-04
2022-08-28 21:55:38,322 INFO [train.py:927] (3/8) Epoch 13, batch 10000, giga_loss[loss=0.2026, simple_loss=0.2921, pruned_loss=0.05654, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04468, over 26.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2937, pruned_loss=0.05605, over 2475499.59 frames. utt_duration=444.4 frames, utt_pad_proportion=0.06541, over 22342.30 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2889, pruned_loss=0.05413, over 2450708.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.0637, over 7958.34 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2942, pruned_loss=0.05616, over 2476506.55 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06544, over 23931.06 utterances.], batch size: 26, lr: 2.97e-04
2022-08-28 21:57:21,701 INFO [train.py:927] (3/8) Epoch 13, batch 10050, giga_loss[loss=0.1829, simple_loss=0.2589, pruned_loss=0.05341, over 12284.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02801, over 45.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2937, pruned_loss=0.05712, over 2475106.73 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06731, over 21860.64 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.289, pruned_loss=0.054, over 2451217.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06254, over 7935.98 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2942, pruned_loss=0.05741, over 2476136.58 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06762, over 23548.30 utterances.], batch size: 45, lr: 2.97e-04
2022-08-28 21:59:03,608 INFO [train.py:927] (3/8) Epoch 13, batch 10100, giga_loss[loss=0.1776, simple_loss=0.261, pruned_loss=0.04707, over 12222.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02968, over 42.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2878, pruned_loss=0.05493, over 2474883.90 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06656, over 20925.35 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.289, pruned_loss=0.05398, over 2451872.68 frames. utt_duration=1241 frames, utt_pad_proportion=0.06128, over 7912.01 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2882, pruned_loss=0.05524, over 2475782.75 frames. utt_duration=438.1 frames, utt_pad_proportion=0.0673, over 22674.78 utterances.], batch size: 42, lr: 2.97e-04
2022-08-28 22:00:46,884 INFO [train.py:927] (3/8) Epoch 13, batch 10150, giga_loss[loss=0.1536, simple_loss=0.2325, pruned_loss=0.03735, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03749, over 33.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2795, pruned_loss=0.05222, over 2475069.54 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06606, over 20528.76 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.289, pruned_loss=0.054, over 2452118.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.06081, over 7899.91 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2797, pruned_loss=0.05243, over 2475764.18 frames. utt_duration=450.9 frames, utt_pad_proportion=0.06684, over 22028.12 utterances.], batch size: 33, lr: 2.97e-04
2022-08-28 22:02:29,390 INFO [train.py:927] (3/8) Epoch 13, batch 10200, giga_loss[loss=0.1971, simple_loss=0.2799, pruned_loss=0.05717, over 12434.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05094, over 162.00 utterances.], tot_loss[loss=0.1868, simple_loss=0.2732, pruned_loss=0.0502, over 2475308.25 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07067, over 20864.18 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.289, pruned_loss=0.05388, over 2452404.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06014, over 7881.46 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2732, pruned_loss=0.05044, over 2475924.30 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07129, over 22250.03 utterances.], batch size: 162, lr: 2.97e-04
2022-08-28 22:04:09,070 INFO [train.py:927] (3/8) Epoch 13, batch 10250, giga_loss[loss=0.1551, simple_loss=0.2374, pruned_loss=0.0364, over 12388.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02962, over 97.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.269, pruned_loss=0.04889, over 2474845.42 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07238, over 20832.90 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2888, pruned_loss=0.0538, over 2452580.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.05885, over 7857.35 utterances.], giga_tot_loss[loss=0.1834, simple_loss=0.2687, pruned_loss=0.04904, over 2475769.02 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07329, over 22306.68 utterances.], batch size: 97, lr: 2.97e-04
2022-08-28 22:05:56,492 INFO [train.py:927] (3/8) Epoch 13, batch 10300, giga_loss[loss=0.1635, simple_loss=0.2448, pruned_loss=0.04108, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.04013, over 123.00 utterances.], tot_loss[loss=0.1803, simple_loss=0.2652, pruned_loss=0.04764, over 2474570.81 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07066, over 20052.41 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2883, pruned_loss=0.05362, over 2452972.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.05721, over 7814.96 utterances.], giga_tot_loss[loss=0.1801, simple_loss=0.2647, pruned_loss=0.04773, over 2475772.91 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07226, over 21753.83 utterances.], batch size: 123, lr: 2.97e-04
2022-08-28 22:07:40,451 INFO [train.py:927] (3/8) Epoch 13, batch 10350, giga_loss[loss=0.1445, simple_loss=0.2218, pruned_loss=0.03365, over 12484.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04108, over 34.00 utterances.], tot_loss[loss=0.176, simple_loss=0.2606, pruned_loss=0.04565, over 2474247.81 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06502, over 19306.78 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2877, pruned_loss=0.05336, over 2452978.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.0562, over 7777.97 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2602, pruned_loss=0.04579, over 2475700.03 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06716, over 20965.46 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:09:21,090 INFO [train.py:927] (3/8) Epoch 13, batch 10400, giga_loss[loss=0.1898, simple_loss=0.2624, pruned_loss=0.05862, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.1724, simple_loss=0.2566, pruned_loss=0.04413, over 2473626.06 frames. utt_duration=520.3 frames, utt_pad_proportion=0.0654, over 19071.86 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2875, pruned_loss=0.05321, over 2452981.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05492, over 7749.03 utterances.], giga_tot_loss[loss=0.1719, simple_loss=0.2556, pruned_loss=0.04413, over 2475359.36 frames. utt_duration=478.9 frames, utt_pad_proportion=0.0676, over 20739.66 utterances.], batch size: 259, lr: 2.97e-04
2022-08-28 22:11:04,395 INFO [train.py:927] (3/8) Epoch 13, batch 10450, giga_loss[loss=0.2035, simple_loss=0.2901, pruned_loss=0.0585, over 12418.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04785, over 34.00 utterances.], tot_loss[loss=0.1741, simple_loss=0.2576, pruned_loss=0.04529, over 2473561.72 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06938, over 19581.96 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05315, over 2452925.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05475, over 7739.28 utterances.], giga_tot_loss[loss=0.1737, simple_loss=0.2568, pruned_loss=0.04531, over 2475044.15 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07089, over 20939.30 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:12:49,652 INFO [train.py:927] (3/8) Epoch 13, batch 10500, giga_loss[loss=0.2392, simple_loss=0.33, pruned_loss=0.07415, over 12435.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03754, over 105.00 utterances.], tot_loss[loss=0.1852, simple_loss=0.2694, pruned_loss=0.05048, over 2473245.97 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06765, over 19615.60 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2874, pruned_loss=0.05315, over 2453294.03 frames. utt_duration=1271 frames, utt_pad_proportion=0.05402, over 7730.73 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2681, pruned_loss=0.05037, over 2474540.66 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0693, over 20972.66 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:14:30,036 INFO [train.py:927] (3/8) Epoch 13, batch 10550, giga_loss[loss=0.1978, simple_loss=0.2911, pruned_loss=0.05223, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04358, over 31.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2771, pruned_loss=0.0532, over 2473080.59 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06513, over 19498.92 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2872, pruned_loss=0.05321, over 2453184.46 frames. utt_duration=1273 frames, utt_pad_proportion=0.05387, over 7714.80 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2759, pruned_loss=0.05304, over 2474762.62 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06677, over 20918.85 utterances.], batch size: 31, lr: 2.97e-04
2022-08-28 22:16:10,940 INFO [train.py:927] (3/8) Epoch 13, batch 10600, giga_loss[loss=0.1768, simple_loss=0.2688, pruned_loss=0.04244, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03636, over 28.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.282, pruned_loss=0.0552, over 2473390.99 frames. utt_duration=485 frames, utt_pad_proportion=0.07076, over 20460.10 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.0533, over 2453924.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05779, over 7786.09 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2807, pruned_loss=0.055, over 2474600.72 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0705, over 21854.95 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:17:49,925 INFO [train.py:927] (3/8) Epoch 13, batch 10650, giga_loss[loss=0.2174, simple_loss=0.3014, pruned_loss=0.06671, over 12396.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04085, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2866, pruned_loss=0.05724, over 2473777.13 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06761, over 19817.48 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05324, over 2454453.66 frames. utt_duration=1265 frames, utt_pad_proportion=0.05687, over 7770.51 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2855, pruned_loss=0.05717, over 2474611.65 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06796, over 21158.08 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:19:33,998 INFO [train.py:927] (3/8) Epoch 13, batch 10700, giga_loss[loss=0.2454, simple_loss=0.3268, pruned_loss=0.08199, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04448, over 34.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2915, pruned_loss=0.05928, over 2474309.89 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06652, over 19315.53 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2876, pruned_loss=0.05331, over 2455189.70 frames. utt_duration=1266 frames, utt_pad_proportion=0.05586, over 7766.40 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2905, pruned_loss=0.05926, over 2474765.99 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06726, over 20636.40 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:21:16,029 INFO [train.py:927] (3/8) Epoch 13, batch 10750, libri_loss[loss=0.2163, simple_loss=0.3135, pruned_loss=0.05957, over 12428.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02078, over 43.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2951, pruned_loss=0.06038, over 2474579.41 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06783, over 18804.46 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05345, over 2455948.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.0628, over 7901.71 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.0605, over 2475011.08 frames. utt_duration=491.3 frames, utt_pad_proportion=0.066, over 20211.85 utterances.], batch size: 43, lr: 2.97e-04
2022-08-28 22:22:58,159 INFO [train.py:927] (3/8) Epoch 13, batch 10800, giga_loss[loss=0.2008, simple_loss=0.2978, pruned_loss=0.05189, over 12445.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03725, over 105.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2968, pruned_loss=0.06004, over 2474208.49 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06277, over 18154.84 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05344, over 2455856.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.06232, over 7899.22 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2962, pruned_loss=0.06024, over 2474865.30 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06176, over 19407.51 utterances.], batch size: 105, lr: 2.97e-04
2022-08-28 22:24:43,587 INFO [train.py:927] (3/8) Epoch 13, batch 10850, giga_loss[loss=0.1762, simple_loss=0.2794, pruned_loss=0.03652, over 12449.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03103, over 75.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2962, pruned_loss=0.05924, over 2474491.25 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06088, over 17538.20 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.05331, over 2456324.93 frames. utt_duration=1250 frames, utt_pad_proportion=0.06104, over 7870.34 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2964, pruned_loss=0.05971, over 2475179.40 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06066, over 18897.00 utterances.], batch size: 75, lr: 2.97e-04
2022-08-28 22:26:27,597 INFO [train.py:927] (3/8) Epoch 13, batch 10900, giga_loss[loss=0.3305, simple_loss=0.3729, pruned_loss=0.144, over 12254.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03033, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2986, pruned_loss=0.062, over 2473122.22 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06149, over 17721.84 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.05331, over 2456444.62 frames. utt_duration=1252 frames, utt_pad_proportion=0.06037, over 7859.38 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2989, pruned_loss=0.06245, over 2473790.30 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06152, over 18930.36 utterances.], batch size: 42, lr: 2.97e-04
2022-08-28 22:28:12,672 INFO [train.py:927] (3/8) Epoch 13, batch 10950, libri_loss[loss=0.2036, simple_loss=0.2993, pruned_loss=0.054, over 12289.00 frames. utt_duration=757.8 frames, utt_pad_proportion=0.1379, over 65.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2986, pruned_loss=0.06319, over 2472976.73 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06048, over 17192.91 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05307, over 2456775.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05937, over 7848.62 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2995, pruned_loss=0.06417, over 2473884.93 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06096, over 18577.96 utterances.], batch size: 65, lr: 2.97e-04
2022-08-28 22:29:53,930 INFO [train.py:927] (3/8) Epoch 13, batch 11000, giga_loss[loss=0.222, simple_loss=0.3032, pruned_loss=0.07042, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2964, pruned_loss=0.06281, over 2472854.34 frames. utt_duration=585.5 frames, utt_pad_proportion=0.0604, over 16936.82 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.287, pruned_loss=0.05313, over 2456925.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05794, over 7819.14 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2976, pruned_loss=0.06391, over 2474033.28 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06142, over 18434.99 utterances.], batch size: 58, lr: 2.97e-04
2022-08-28 22:31:35,852 INFO [train.py:927] (3/8) Epoch 13, batch 11050, giga_loss[loss=0.2094, simple_loss=0.2833, pruned_loss=0.06774, over 12444.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04772, over 34.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06202, over 2472999.97 frames. utt_duration=597.3 frames, utt_pad_proportion=0.0584, over 16602.92 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05322, over 2457123.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.06118, over 7898.78 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2962, pruned_loss=0.06298, over 2474039.72 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05798, over 17882.53 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:33:19,974 INFO [train.py:927] (3/8) Epoch 13, batch 11100, giga_loss[loss=0.1525, simple_loss=0.2397, pruned_loss=0.0326, over 12219.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03636, over 28.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2925, pruned_loss=0.06041, over 2473445.71 frames. utt_duration=587 frames, utt_pad_proportion=0.06046, over 16898.49 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2872, pruned_loss=0.05317, over 2457415.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.06117, over 7900.92 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2935, pruned_loss=0.06136, over 2474279.70 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06, over 18073.63 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:35:02,808 INFO [train.py:927] (3/8) Epoch 13, batch 11150, libri_loss[loss=0.2034, simple_loss=0.295, pruned_loss=0.05584, over 12392.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03743, over 46.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2888, pruned_loss=0.0591, over 2472529.57 frames. utt_duration=598.4 frames, utt_pad_proportion=0.05941, over 16568.43 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2875, pruned_loss=0.05349, over 2457483.11 frames. utt_duration=1250 frames, utt_pad_proportion=0.05944, over 7874.69 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2893, pruned_loss=0.05982, over 2473662.83 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05979, over 17858.45 utterances.], batch size: 46, lr: 2.97e-04
2022-08-28 22:36:46,193 INFO [train.py:927] (3/8) Epoch 13, batch 11200, giga_loss[loss=0.1889, simple_loss=0.2814, pruned_loss=0.04813, over 12408.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03468, over 75.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2871, pruned_loss=0.0585, over 2472851.95 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07073, over 18262.65 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2872, pruned_loss=0.05346, over 2457466.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.05819, over 7839.59 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2878, pruned_loss=0.05926, over 2474231.55 frames. utt_duration=505.9 frames, utt_pad_proportion=0.0709, over 19622.00 utterances.], batch size: 75, lr: 2.97e-04
2022-08-28 22:38:23,504 INFO [train.py:927] (3/8) Epoch 13, batch 11250, giga_loss[loss=0.1938, simple_loss=0.2749, pruned_loss=0.05636, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02793, over 45.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2854, pruned_loss=0.0575, over 2472873.30 frames. utt_duration=549.8 frames, utt_pad_proportion=0.0674, over 18040.74 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2868, pruned_loss=0.05327, over 2457901.60 frames. utt_duration=1259 frames, utt_pad_proportion=0.05733, over 7816.00 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2863, pruned_loss=0.05835, over 2473844.12 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06812, over 19330.95 utterances.], batch size: 45, lr: 2.97e-04
2022-08-28 22:40:07,966 INFO [train.py:927] (3/8) Epoch 13, batch 11300, giga_loss[loss=0.1917, simple_loss=0.2684, pruned_loss=0.05754, over 12403.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02548, over 91.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2817, pruned_loss=0.05625, over 2472297.04 frames. utt_duration=572.8 frames, utt_pad_proportion=0.0642, over 17310.49 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2866, pruned_loss=0.05312, over 2457702.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.05645, over 7793.86 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2826, pruned_loss=0.05712, over 2473517.63 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06538, over 18535.10 utterances.], batch size: 91, lr: 2.97e-04
2022-08-28 22:41:53,063 INFO [train.py:927] (3/8) Epoch 13, batch 11350, giga_loss[loss=0.1918, simple_loss=0.2599, pruned_loss=0.0618, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04742, over 34.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2799, pruned_loss=0.05607, over 2472121.24 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06667, over 17111.86 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05333, over 2458477.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06425, over 7938.92 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.28, pruned_loss=0.05668, over 2472779.99 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06458, over 18223.17 utterances.], batch size: 34, lr: 2.97e-04
2022-08-28 22:43:34,429 INFO [train.py:927] (3/8) Epoch 13, batch 11400, giga_loss[loss=0.1783, simple_loss=0.2618, pruned_loss=0.04746, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04257, over 28.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2777, pruned_loss=0.05553, over 2472168.13 frames. utt_duration=603.9 frames, utt_pad_proportion=0.06175, over 16415.11 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2868, pruned_loss=0.05323, over 2458736.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.06286, over 7902.13 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2778, pruned_loss=0.05618, over 2472838.88 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06086, over 17580.49 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:45:17,690 INFO [train.py:927] (3/8) Epoch 13, batch 11450, giga_loss[loss=0.1736, simple_loss=0.2584, pruned_loss=0.04435, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04588, over 31.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2751, pruned_loss=0.05487, over 2472468.02 frames. utt_duration=609 frames, utt_pad_proportion=0.06389, over 16278.91 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.0531, over 2458866.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.06127, over 7862.06 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2752, pruned_loss=0.05556, over 2473325.61 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06361, over 17514.01 utterances.], batch size: 31, lr: 2.97e-04
2022-08-28 22:47:00,964 INFO [train.py:927] (3/8) Epoch 13, batch 11500, libri_loss[loss=0.1692, simple_loss=0.2527, pruned_loss=0.04284, over 12259.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01239, over 28.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2728, pruned_loss=0.05402, over 2472168.69 frames. utt_duration=628.9 frames, utt_pad_proportion=0.05947, over 15762.24 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.286, pruned_loss=0.0532, over 2458972.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05975, over 7808.62 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2729, pruned_loss=0.05452, over 2473191.02 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06018, over 17069.43 utterances.], batch size: 28, lr: 2.97e-04
2022-08-28 22:48:46,921 INFO [train.py:927] (3/8) Epoch 13, batch 11550, giga_loss[loss=0.2195, simple_loss=0.2973, pruned_loss=0.07083, over 12342.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03347, over 58.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2759, pruned_loss=0.05597, over 2472679.31 frames. utt_duration=606.2 frames, utt_pad_proportion=0.06236, over 16356.44 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2862, pruned_loss=0.05335, over 2459139.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05904, over 7805.54 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2756, pruned_loss=0.05626, over 2473510.47 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06302, over 17503.44 utterances.], batch size: 58, lr: 2.97e-04
2022-08-28 22:50:32,099 INFO [train.py:927] (3/8) Epoch 13, batch 11600, giga_loss[loss=0.1906, simple_loss=0.2861, pruned_loss=0.04752, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04476, over 26.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.282, pruned_loss=0.0594, over 2472434.19 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06903, over 17181.01 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05354, over 2459273.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.06288, over 7875.49 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2814, pruned_loss=0.05951, over 2473142.16 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06773, over 18139.20 utterances.], batch size: 26, lr: 2.97e-04
2022-08-28 22:52:18,762 INFO [train.py:927] (3/8) Epoch 13, batch 11650, giga_loss[loss=0.2187, simple_loss=0.3002, pruned_loss=0.06862, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03345, over 51.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2875, pruned_loss=0.06126, over 2471986.18 frames. utt_duration=565.6 frames, utt_pad_proportion=0.07121, over 17529.95 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2868, pruned_loss=0.05366, over 2459396.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.06609, over 7936.62 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06136, over 2472666.63 frames. utt_duration=539 frames, utt_pad_proportion=0.0689, over 18401.66 utterances.], batch size: 51, lr: 2.97e-04
2022-08-28 22:54:02,122 INFO [train.py:927] (3/8) Epoch 13, batch 11700, giga_loss[loss=0.2163, simple_loss=0.3034, pruned_loss=0.06462, over 12149.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03399, over 36.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2957, pruned_loss=0.06528, over 2471624.99 frames. utt_duration=547.3 frames, utt_pad_proportion=0.07177, over 18115.34 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.287, pruned_loss=0.05366, over 2459453.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.06606, over 7956.59 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2949, pruned_loss=0.0655, over 2472281.73 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06999, over 18918.97 utterances.], batch size: 36, lr: 2.97e-04
2022-08-28 22:55:43,646 INFO [train.py:927] (3/8) Epoch 13, batch 11750, giga_loss[loss=0.1622, simple_loss=0.2541, pruned_loss=0.03516, over 12416.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04322, over 26.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2952, pruned_loss=0.06362, over 2471295.88 frames. utt_duration=556.1 frames, utt_pad_proportion=0.07112, over 17824.70 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2871, pruned_loss=0.05377, over 2459379.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.06458, over 7917.49 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2948, pruned_loss=0.06398, over 2472221.27 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07038, over 18784.41 utterances.], batch size: 26, lr: 2.97e-04
2022-08-28 22:57:25,144 INFO [train.py:927] (3/8) Epoch 13, batch 11800, libri_loss[loss=0.2122, simple_loss=0.3041, pruned_loss=0.06012, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006774, over 32.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2947, pruned_loss=0.0624, over 2470864.55 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06747, over 17832.02 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05358, over 2458901.56 frames. utt_duration=1252 frames, utt_pad_proportion=0.06297, over 7864.18 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2948, pruned_loss=0.06313, over 2472404.77 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06771, over 18958.25 utterances.], batch size: 32, lr: 2.97e-04
2022-08-28 22:59:09,377 INFO [train.py:927] (3/8) Epoch 13, batch 11850, giga_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.0654, over 12333.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03403, over 58.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2952, pruned_loss=0.0622, over 2470434.11 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06794, over 17746.01 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05345, over 2459239.30 frames. utt_duration=1252 frames, utt_pad_proportion=0.06208, over 7868.85 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2958, pruned_loss=0.06317, over 2471737.97 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06848, over 18963.31 utterances.], batch size: 58, lr: 2.97e-04
2022-08-28 23:00:55,115 INFO [train.py:927] (3/8) Epoch 13, batch 11900, giga_loss[loss=0.2031, simple_loss=0.2899, pruned_loss=0.05813, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02634, over 54.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2955, pruned_loss=0.06205, over 2470928.70 frames. utt_duration=552.8 frames, utt_pad_proportion=0.07049, over 17926.58 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2863, pruned_loss=0.05329, over 2459319.03 frames. utt_duration=1252 frames, utt_pad_proportion=0.06183, over 7865.02 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2964, pruned_loss=0.06317, over 2472161.47 frames. utt_duration=518.4 frames, utt_pad_proportion=0.07095, over 19131.31 utterances.], batch size: 54, lr: 2.97e-04
2022-08-28 23:02:38,758 INFO [train.py:927] (3/8) Epoch 13, batch 11950, giga_loss[loss=0.2176, simple_loss=0.2992, pruned_loss=0.06801, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07428, over 212.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.298, pruned_loss=0.06372, over 2471308.91 frames. utt_duration=554.3 frames, utt_pad_proportion=0.07054, over 17881.27 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.05349, over 2459486.26 frames. utt_duration=1239 frames, utt_pad_proportion=0.0657, over 7951.95 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2981, pruned_loss=0.06454, over 2472282.15 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06939, over 18886.86 utterances.], batch size: 212, lr: 2.96e-04
2022-08-28 23:04:23,086 INFO [train.py:927] (3/8) Epoch 13, batch 12000, giga_loss[loss=0.2142, simple_loss=0.3138, pruned_loss=0.05733, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2997, pruned_loss=0.06447, over 2470969.43 frames. utt_duration=565.1 frames, utt_pad_proportion=0.06955, over 17535.23 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2869, pruned_loss=0.05349, over 2459308.92 frames. utt_duration=1243 frames, utt_pad_proportion=0.06471, over 7924.13 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.3001, pruned_loss=0.06531, over 2472100.11 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06911, over 18540.64 utterances.], batch size: 75, lr: 2.96e-04
2022-08-28 23:04:23,087 INFO [train.py:958] (3/8) Computing validation loss
2022-08-28 23:04:36,922 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1823, simple_loss=0.2878, pruned_loss=0.03838, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-28 23:06:20,299 INFO [train.py:927] (3/8) Epoch 13, batch 12050, giga_loss[loss=0.2189, simple_loss=0.3006, pruned_loss=0.06858, over 12371.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02832, over 91.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3005, pruned_loss=0.06487, over 2470769.08 frames. utt_duration=585 frames, utt_pad_proportion=0.06633, over 16938.08 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2868, pruned_loss=0.05351, over 2459556.51 frames. utt_duration=1246 frames, utt_pad_proportion=0.06407, over 7908.27 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3012, pruned_loss=0.06568, over 2471601.69 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06641, over 17869.81 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:08:03,944 INFO [train.py:927] (3/8) Epoch 13, batch 12100, giga_loss[loss=0.1886, simple_loss=0.275, pruned_loss=0.0511, over 12361.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04789, over 26.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2993, pruned_loss=0.06488, over 2470817.58 frames. utt_duration=596.3 frames, utt_pad_proportion=0.06225, over 16617.10 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05361, over 2459907.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.06332, over 7896.71 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3, pruned_loss=0.06558, over 2471314.10 frames. utt_duration=566.9 frames, utt_pad_proportion=0.0628, over 17484.58 utterances.], batch size: 26, lr: 2.96e-04
2022-08-28 23:09:44,415 INFO [train.py:927] (3/8) Epoch 13, batch 12150, giga_loss[loss=0.2284, simple_loss=0.3098, pruned_loss=0.07353, over 12455.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2985, pruned_loss=0.06486, over 2470950.19 frames. utt_duration=624.7 frames, utt_pad_proportion=0.06082, over 15859.02 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2869, pruned_loss=0.05363, over 2459992.35 frames. utt_duration=1248 frames, utt_pad_proportion=0.06287, over 7895.15 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2991, pruned_loss=0.06555, over 2471414.73 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06155, over 16663.00 utterances.], batch size: 80, lr: 2.96e-04
2022-08-28 23:11:25,336 INFO [train.py:927] (3/8) Epoch 13, batch 12200, giga_loss[loss=0.2064, simple_loss=0.2965, pruned_loss=0.05818, over 12486.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03954, over 31.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2988, pruned_loss=0.06495, over 2471191.06 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06202, over 16157.20 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2873, pruned_loss=0.0539, over 2460355.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.06573, over 7962.20 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2994, pruned_loss=0.06562, over 2471595.11 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06133, over 17005.59 utterances.], batch size: 31, lr: 2.96e-04
2022-08-28 23:13:07,761 INFO [train.py:927] (3/8) Epoch 13, batch 12250, giga_loss[loss=0.1962, simple_loss=0.2823, pruned_loss=0.05502, over 12189.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03413, over 39.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2981, pruned_loss=0.0647, over 2471289.55 frames. utt_duration=618.2 frames, utt_pad_proportion=0.06483, over 16029.61 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.287, pruned_loss=0.05388, over 2460374.97 frames. utt_duration=1241 frames, utt_pad_proportion=0.06489, over 7941.11 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.299, pruned_loss=0.06544, over 2471784.70 frames. utt_duration=587.8 frames, utt_pad_proportion=0.06446, over 16862.69 utterances.], batch size: 39, lr: 2.96e-04
2022-08-28 23:14:53,914 INFO [train.py:927] (3/8) Epoch 13, batch 12300, giga_loss[loss=0.2113, simple_loss=0.3068, pruned_loss=0.05791, over 12381.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04114, over 133.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2967, pruned_loss=0.06405, over 2471841.64 frames. utt_duration=615.6 frames, utt_pad_proportion=0.06573, over 16100.39 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.287, pruned_loss=0.05388, over 2460418.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06415, over 7924.04 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2975, pruned_loss=0.06478, over 2472355.72 frames. utt_duration=587.2 frames, utt_pad_proportion=0.06571, over 16885.30 utterances.], batch size: 133, lr: 2.96e-04
2022-08-28 23:16:32,420 INFO [train.py:927] (3/8) Epoch 13, batch 12350, giga_loss[loss=0.2009, simple_loss=0.2855, pruned_loss=0.0581, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2951, pruned_loss=0.0635, over 2471743.16 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06734, over 16593.94 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.287, pruned_loss=0.05377, over 2460156.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.06346, over 7900.31 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2958, pruned_loss=0.06431, over 2472558.01 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06761, over 17357.90 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:18:17,450 INFO [train.py:927] (3/8) Epoch 13, batch 12400, giga_loss[loss=0.1487, simple_loss=0.2387, pruned_loss=0.02933, over 12327.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.05072, over 26.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2921, pruned_loss=0.06199, over 2470512.43 frames. utt_duration=629.3 frames, utt_pad_proportion=0.06462, over 15740.24 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2872, pruned_loss=0.05394, over 2460103.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.0628, over 7896.85 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2926, pruned_loss=0.0626, over 2471337.94 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06526, over 16456.41 utterances.], batch size: 26, lr: 2.96e-04
2022-08-28 23:19:57,793 INFO [train.py:927] (3/8) Epoch 13, batch 12450, giga_loss[loss=0.2007, simple_loss=0.2824, pruned_loss=0.05949, over 12156.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04157, over 33.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2894, pruned_loss=0.0607, over 2470983.69 frames. utt_duration=619.6 frames, utt_pad_proportion=0.06207, over 15990.06 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05392, over 2460187.67 frames. utt_duration=1250 frames, utt_pad_proportion=0.06208, over 7880.49 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2899, pruned_loss=0.06129, over 2471704.82 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06294, over 16668.83 utterances.], batch size: 33, lr: 2.96e-04
2022-08-28 23:21:39,405 INFO [train.py:927] (3/8) Epoch 13, batch 12500, giga_loss[loss=0.22, simple_loss=0.2947, pruned_loss=0.07262, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06304, over 183.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2879, pruned_loss=0.06033, over 2471351.46 frames. utt_duration=595.4 frames, utt_pad_proportion=0.0629, over 16645.05 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2875, pruned_loss=0.05417, over 2460489.37 frames. utt_duration=1239 frames, utt_pad_proportion=0.06527, over 7950.55 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.288, pruned_loss=0.06066, over 2471792.41 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06226, over 17233.15 utterances.], batch size: 183, lr: 2.96e-04
2022-08-28 23:23:23,491 INFO [train.py:927] (3/8) Epoch 13, batch 12550, libri_loss[loss=0.2228, simple_loss=0.3223, pruned_loss=0.06168, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005628, over 33.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2889, pruned_loss=0.06044, over 2471162.01 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06403, over 17083.53 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2879, pruned_loss=0.05443, over 2460499.97 frames. utt_duration=1243 frames, utt_pad_proportion=0.06394, over 7928.26 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2887, pruned_loss=0.06061, over 2471818.44 frames. utt_duration=556.6 frames, utt_pad_proportion=0.064, over 17811.73 utterances.], batch size: 33, lr: 2.96e-04
2022-08-28 23:25:05,401 INFO [train.py:927] (3/8) Epoch 13, batch 12600, giga_loss[loss=0.2097, simple_loss=0.3023, pruned_loss=0.05855, over 12328.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03099, over 91.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2912, pruned_loss=0.06119, over 2472175.54 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06617, over 17646.72 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2892, pruned_loss=0.05535, over 2460942.49 frames. utt_duration=1234 frames, utt_pad_proportion=0.06687, over 7986.09 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2899, pruned_loss=0.06068, over 2472552.81 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06496, over 18387.62 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:26:42,158 INFO [train.py:927] (3/8) Epoch 13, batch 12650, giga_loss[loss=0.1805, simple_loss=0.264, pruned_loss=0.04847, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04088, over 33.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.291, pruned_loss=0.06042, over 2472975.42 frames. utt_duration=538 frames, utt_pad_proportion=0.06885, over 18436.48 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2896, pruned_loss=0.05573, over 2461522.30 frames. utt_duration=1225 frames, utt_pad_proportion=0.06976, over 8045.61 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2896, pruned_loss=0.05979, over 2473071.85 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06665, over 19252.36 utterances.], batch size: 33, lr: 2.96e-04
2022-08-28 23:28:27,147 INFO [train.py:927] (3/8) Epoch 13, batch 12700, giga_loss[loss=0.1874, simple_loss=0.27, pruned_loss=0.05239, over 12442.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0223, over 48.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2905, pruned_loss=0.06007, over 2472361.22 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06686, over 18015.74 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05588, over 2461470.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06923, over 8059.06 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2891, pruned_loss=0.05953, over 2472762.31 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06531, over 18886.09 utterances.], batch size: 48, lr: 2.96e-04
2022-08-28 23:30:04,451 INFO [train.py:927] (3/8) Epoch 13, batch 12750, giga_loss[loss=0.1973, simple_loss=0.2836, pruned_loss=0.05553, over 12391.00 frames. utt_duration=801 frames, utt_pad_proportion=0.03027, over 62.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2913, pruned_loss=0.06027, over 2472435.58 frames. utt_duration=564.2 frames, utt_pad_proportion=0.062, over 17574.17 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2904, pruned_loss=0.05617, over 2461687.74 frames. utt_duration=1226 frames, utt_pad_proportion=0.06816, over 8040.06 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2898, pruned_loss=0.05965, over 2472746.42 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06134, over 18456.96 utterances.], batch size: 62, lr: 2.96e-04
2022-08-28 23:31:42,809 INFO [train.py:927] (3/8) Epoch 13, batch 12800, libri_loss[loss=0.228, simple_loss=0.3098, pruned_loss=0.0731, over 12446.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009911, over 39.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2937, pruned_loss=0.06097, over 2473097.09 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05759, over 17136.79 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2907, pruned_loss=0.05636, over 2461907.45 frames. utt_duration=1228 frames, utt_pad_proportion=0.06694, over 8029.09 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2923, pruned_loss=0.06041, over 2473386.33 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05767, over 18065.05 utterances.], batch size: 39, lr: 2.96e-04
2022-08-28 23:33:23,621 INFO [train.py:927] (3/8) Epoch 13, batch 12850, giga_loss[loss=0.1994, simple_loss=0.2832, pruned_loss=0.05781, over 12373.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03101, over 51.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2938, pruned_loss=0.0607, over 2473283.04 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05434, over 16691.45 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2908, pruned_loss=0.05652, over 2462009.20 frames. utt_duration=1231 frames, utt_pad_proportion=0.06593, over 8009.60 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2926, pruned_loss=0.06017, over 2473648.48 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05488, over 17610.41 utterances.], batch size: 51, lr: 2.96e-04
2022-08-28 23:35:04,026 INFO [train.py:927] (3/8) Epoch 13, batch 12900, giga_loss[loss=0.2049, simple_loss=0.2956, pruned_loss=0.05713, over 12409.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05043, over 161.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2943, pruned_loss=0.06061, over 2473377.86 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05221, over 17003.07 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2913, pruned_loss=0.05669, over 2461969.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06549, over 8010.48 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2929, pruned_loss=0.06008, over 2473818.13 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05285, over 17811.05 utterances.], batch size: 161, lr: 2.96e-04
2022-08-28 23:36:42,884 INFO [train.py:927] (3/8) Epoch 13, batch 12950, giga_loss[loss=0.1646, simple_loss=0.2445, pruned_loss=0.04237, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03303, over 37.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2923, pruned_loss=0.0604, over 2473453.36 frames. utt_duration=588 frames, utt_pad_proportion=0.05405, over 16868.22 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2915, pruned_loss=0.05699, over 2462056.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.064, over 7984.52 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2911, pruned_loss=0.05982, over 2474024.82 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05496, over 17775.83 utterances.], batch size: 37, lr: 2.96e-04
2022-08-28 23:38:24,729 INFO [train.py:927] (3/8) Epoch 13, batch 13000, giga_loss[loss=0.2008, simple_loss=0.2978, pruned_loss=0.05196, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03367, over 85.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2915, pruned_loss=0.05967, over 2474260.59 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05787, over 17524.29 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.05718, over 2462270.58 frames. utt_duration=1238 frames, utt_pad_proportion=0.06325, over 7967.83 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2904, pruned_loss=0.05908, over 2474676.89 frames. utt_duration=540.3 frames, utt_pad_proportion=0.05861, over 18372.62 utterances.], batch size: 85, lr: 2.96e-04
2022-08-28 23:40:01,608 INFO [train.py:927] (3/8) Epoch 13, batch 13050, libri_loss[loss=0.194, simple_loss=0.2672, pruned_loss=0.06038, over 12195.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.04116, over 27.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2919, pruned_loss=0.05944, over 2474757.79 frames. utt_duration=562 frames, utt_pad_proportion=0.05994, over 17660.43 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2919, pruned_loss=0.05756, over 2462256.16 frames. utt_duration=1224 frames, utt_pad_proportion=0.06661, over 8055.23 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2908, pruned_loss=0.05872, over 2475679.68 frames. utt_duration=530.6 frames, utt_pad_proportion=0.05899, over 18717.50 utterances.], batch size: 27, lr: 2.96e-04
2022-08-28 23:41:39,355 INFO [train.py:927] (3/8) Epoch 13, batch 13100, giga_loss[loss=0.1829, simple_loss=0.268, pruned_loss=0.04892, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02864, over 48.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2903, pruned_loss=0.05922, over 2474299.04 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06101, over 17716.65 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2919, pruned_loss=0.05764, over 2462673.25 frames. utt_duration=1226 frames, utt_pad_proportion=0.06573, over 8041.75 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2894, pruned_loss=0.05862, over 2474942.61 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06054, over 18794.35 utterances.], batch size: 48, lr: 2.96e-04
2022-08-28 23:43:20,834 INFO [train.py:927] (3/8) Epoch 13, batch 13150, giga_loss[loss=0.1858, simple_loss=0.2723, pruned_loss=0.04967, over 12381.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.289, pruned_loss=0.05984, over 2474751.95 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0635, over 18229.63 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05777, over 2463182.25 frames. utt_duration=1231 frames, utt_pad_proportion=0.0643, over 8016.90 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2884, pruned_loss=0.0593, over 2475159.81 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06352, over 19445.70 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:45:00,764 INFO [train.py:927] (3/8) Epoch 13, batch 13200, giga_loss[loss=0.2021, simple_loss=0.296, pruned_loss=0.05404, over 12419.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2873, pruned_loss=0.05902, over 2474470.73 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05858, over 17837.08 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2918, pruned_loss=0.05777, over 2463346.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06331, over 7992.74 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2866, pruned_loss=0.05861, over 2474855.34 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05923, over 19012.27 utterances.], batch size: 146, lr: 2.96e-04
2022-08-28 23:46:39,175 INFO [train.py:927] (3/8) Epoch 13, batch 13250, giga_loss[loss=0.1788, simple_loss=0.2576, pruned_loss=0.04997, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0353, over 37.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.284, pruned_loss=0.05774, over 2474737.72 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05536, over 17518.28 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05781, over 2463516.59 frames. utt_duration=1236 frames, utt_pad_proportion=0.06268, over 7983.12 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2835, pruned_loss=0.05738, over 2475104.31 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05625, over 18637.68 utterances.], batch size: 37, lr: 2.96e-04
2022-08-28 23:48:18,805 INFO [train.py:927] (3/8) Epoch 13, batch 13300, giga_loss[loss=0.205, simple_loss=0.2901, pruned_loss=0.05997, over 12368.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1875, over 364.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2829, pruned_loss=0.05738, over 2474949.65 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05687, over 17518.94 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2917, pruned_loss=0.05793, over 2463724.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06198, over 7963.50 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2824, pruned_loss=0.05698, over 2475202.69 frames. utt_duration=535.2 frames, utt_pad_proportion=0.05774, over 18552.72 utterances.], batch size: 364, lr: 2.96e-04
2022-08-28 23:50:00,249 INFO [train.py:927] (3/8) Epoch 13, batch 13350, libri_loss[loss=0.2228, simple_loss=0.3046, pruned_loss=0.07051, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00701, over 36.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.286, pruned_loss=0.05885, over 2474345.96 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05646, over 17364.48 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.292, pruned_loss=0.05822, over 2463470.37 frames. utt_duration=1241 frames, utt_pad_proportion=0.06067, over 7946.91 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2851, pruned_loss=0.05826, over 2475074.19 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05766, over 18478.67 utterances.], batch size: 36, lr: 2.96e-04
2022-08-28 23:51:39,558 INFO [train.py:927] (3/8) Epoch 13, batch 13400, giga_loss[loss=0.2097, simple_loss=0.2982, pruned_loss=0.06057, over 12365.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03619, over 122.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2884, pruned_loss=0.05949, over 2474056.02 frames. utt_duration=585.5 frames, utt_pad_proportion=0.0533, over 16944.34 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2922, pruned_loss=0.05832, over 2463394.02 frames. utt_duration=1240 frames, utt_pad_proportion=0.06073, over 7958.18 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2875, pruned_loss=0.05894, over 2474746.89 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05438, over 17848.17 utterances.], batch size: 122, lr: 2.96e-04
2022-08-28 23:53:22,733 INFO [train.py:927] (3/8) Epoch 13, batch 13450, giga_loss[loss=0.3, simple_loss=0.3567, pruned_loss=0.1217, over 12361.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2057, over 370.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2935, pruned_loss=0.06301, over 2473396.23 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05781, over 17153.08 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2925, pruned_loss=0.05859, over 2463361.54 frames. utt_duration=1241 frames, utt_pad_proportion=0.06028, over 7951.60 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2925, pruned_loss=0.06235, over 2474081.68 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05861, over 17949.72 utterances.], batch size: 370, lr: 2.96e-04
2022-08-28 23:54:59,725 INFO [train.py:927] (3/8) Epoch 13, batch 13500, giga_loss[loss=0.2596, simple_loss=0.3445, pruned_loss=0.08734, over 12396.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02595, over 91.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06603, over 2473591.09 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05468, over 17167.13 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2924, pruned_loss=0.05907, over 2463424.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.05839, over 7913.67 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.298, pruned_loss=0.06533, over 2474578.83 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05616, over 18285.95 utterances.], batch size: 91, lr: 2.96e-04
2022-08-28 23:56:40,513 INFO [train.py:927] (3/8) Epoch 13, batch 13550, giga_loss[loss=0.2788, simple_loss=0.3471, pruned_loss=0.1053, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03075, over 58.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3062, pruned_loss=0.07146, over 2473422.38 frames. utt_duration=558 frames, utt_pad_proportion=0.05557, over 17778.02 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2929, pruned_loss=0.05943, over 2463629.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.06291, over 8034.58 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3056, pruned_loss=0.07081, over 2474298.16 frames. utt_duration=527.3 frames, utt_pad_proportion=0.05506, over 18821.56 utterances.], batch size: 58, lr: 2.96e-04
2022-08-28 23:58:24,549 INFO [train.py:927] (3/8) Epoch 13, batch 13600, giga_loss[loss=0.3051, simple_loss=0.3595, pruned_loss=0.1253, over 12364.00 frames. utt_duration=191 frames, utt_pad_proportion=0.1158, over 261.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3116, pruned_loss=0.07547, over 2473720.28 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06119, over 18321.83 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2933, pruned_loss=0.0599, over 2463694.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.06173, over 8028.83 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3112, pruned_loss=0.07492, over 2474641.12 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06089, over 19440.05 utterances.], batch size: 261, lr: 2.96e-04
2022-08-29 00:00:10,214 INFO [train.py:927] (3/8) Epoch 13, batch 13650, giga_loss[loss=0.2085, simple_loss=0.2955, pruned_loss=0.06076, over 12456.00 frames. utt_duration=1781 frames, utt_pad_proportion=0.01937, over 28.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3149, pruned_loss=0.07896, over 2475054.46 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07702, over 20025.70 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05975, over 2464480.43 frames. utt_duration=1233 frames, utt_pad_proportion=0.06069, over 8005.50 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3155, pruned_loss=0.0791, over 2475372.84 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07635, over 21227.56 utterances.], batch size: 28, lr: 2.96e-04
2022-08-29 00:01:56,153 INFO [train.py:927] (3/8) Epoch 13, batch 13700, giga_loss[loss=0.4211, simple_loss=0.4408, pruned_loss=0.2008, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09798, over 256.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3207, pruned_loss=0.08388, over 2475540.26 frames. utt_duration=485.5 frames, utt_pad_proportion=0.077, over 20457.21 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2929, pruned_loss=0.05981, over 2464830.32 frames. utt_duration=1235 frames, utt_pad_proportion=0.05974, over 7991.44 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08434, over 2475674.28 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0769, over 21648.21 utterances.], batch size: 256, lr: 2.96e-04
2022-08-29 00:03:42,475 INFO [train.py:927] (3/8) Epoch 13, batch 13750, giga_loss[loss=0.2257, simple_loss=0.3009, pruned_loss=0.07528, over 12443.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04353, over 31.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3223, pruned_loss=0.08575, over 2475902.99 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07825, over 21086.09 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2928, pruned_loss=0.0599, over 2464937.48 frames. utt_duration=1238 frames, utt_pad_proportion=0.0591, over 7974.71 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3234, pruned_loss=0.08636, over 2476039.02 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07842, over 22213.61 utterances.], batch size: 31, lr: 2.96e-04
2022-08-29 00:05:26,298 INFO [train.py:927] (3/8) Epoch 13, batch 13800, giga_loss[loss=0.2653, simple_loss=0.3422, pruned_loss=0.09423, over 12416.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06174, over 183.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3221, pruned_loss=0.08535, over 2475564.91 frames. utt_duration=463.1 frames, utt_pad_proportion=0.0761, over 21451.39 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2929, pruned_loss=0.06006, over 2465224.46 frames. utt_duration=1239 frames, utt_pad_proportion=0.05864, over 7969.40 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3237, pruned_loss=0.08641, over 2475691.63 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07664, over 22733.26 utterances.], batch size: 183, lr: 2.96e-04
2022-08-29 00:07:10,729 INFO [train.py:927] (3/8) Epoch 13, batch 13850, giga_loss[loss=0.2873, simple_loss=0.3529, pruned_loss=0.1109, over 12396.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06341, over 183.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3243, pruned_loss=0.08693, over 2475462.03 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07859, over 22654.68 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2928, pruned_loss=0.06017, over 2465109.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.05807, over 7941.02 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3261, pruned_loss=0.08802, over 2475814.22 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07915, over 23886.80 utterances.], batch size: 183, lr: 2.96e-04
2022-08-29 00:08:59,553 INFO [train.py:927] (3/8) Epoch 13, batch 13900, giga_loss[loss=0.238, simple_loss=0.324, pruned_loss=0.07602, over 12421.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0524, over 162.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3234, pruned_loss=0.08519, over 2475784.39 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07904, over 22906.24 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2933, pruned_loss=0.06054, over 2465308.18 frames. utt_duration=1227 frames, utt_pad_proportion=0.06309, over 8049.96 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3249, pruned_loss=0.08617, over 2476075.18 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07805, over 24045.58 utterances.], batch size: 162, lr: 2.96e-04
2022-08-29 00:10:46,039 INFO [train.py:927] (3/8) Epoch 13, batch 13950, giga_loss[loss=0.2373, simple_loss=0.3202, pruned_loss=0.07723, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04019, over 113.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3199, pruned_loss=0.08196, over 2474473.51 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07535, over 22168.55 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.293, pruned_loss=0.06057, over 2465219.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.06201, over 8030.89 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.322, pruned_loss=0.08324, over 2474999.32 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07513, over 23417.22 utterances.], batch size: 113, lr: 2.96e-04
2022-08-29 00:12:28,293 INFO [train.py:927] (3/8) Epoch 13, batch 14000, libri_loss[loss=0.2348, simple_loss=0.3131, pruned_loss=0.07829, over 12313.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005246, over 35.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3173, pruned_loss=0.08023, over 2474084.28 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0759, over 21377.02 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2934, pruned_loss=0.06094, over 2465132.51 frames. utt_duration=1236 frames, utt_pad_proportion=0.0599, over 7989.19 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3197, pruned_loss=0.08175, over 2474990.54 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07649, over 22987.08 utterances.], batch size: 35, lr: 2.96e-04
2022-08-29 00:14:12,206 INFO [train.py:927] (3/8) Epoch 13, batch 14050, giga_loss[loss=0.2298, simple_loss=0.3124, pruned_loss=0.07358, over 12384.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02774, over 85.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3167, pruned_loss=0.08013, over 2474567.99 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07564, over 21395.79 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2933, pruned_loss=0.06112, over 2465199.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.05875, over 7962.77 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3192, pruned_loss=0.08157, over 2475418.54 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07654, over 22973.73 utterances.], batch size: 85, lr: 2.96e-04
2022-08-29 00:16:01,783 INFO [train.py:927] (3/8) Epoch 13, batch 14100, giga_loss[loss=0.2215, simple_loss=0.3135, pruned_loss=0.06478, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04121, over 114.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3158, pruned_loss=0.07772, over 2473763.48 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07256, over 20488.05 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2935, pruned_loss=0.06136, over 2464936.77 frames. utt_duration=1226 frames, utt_pad_proportion=0.06221, over 8048.79 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3182, pruned_loss=0.07916, over 2474919.58 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07268, over 22024.10 utterances.], batch size: 114, lr: 2.96e-04
2022-08-29 00:17:48,586 INFO [train.py:927] (3/8) Epoch 13, batch 14150, giga_loss[loss=0.2333, simple_loss=0.3127, pruned_loss=0.07694, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3154, pruned_loss=0.07618, over 2474298.86 frames. utt_duration=495.3 frames, utt_pad_proportion=0.06804, over 20039.73 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.293, pruned_loss=0.06114, over 2464714.52 frames. utt_duration=1231 frames, utt_pad_proportion=0.06162, over 8016.24 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.318, pruned_loss=0.07771, over 2475535.11 frames. utt_duration=463.2 frames, utt_pad_proportion=0.06864, over 21442.87 utterances.], batch size: 97, lr: 2.96e-04
2022-08-29 00:19:35,725 INFO [train.py:927] (3/8) Epoch 13, batch 14200, giga_loss[loss=0.2465, simple_loss=0.3266, pruned_loss=0.08321, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03037, over 80.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3141, pruned_loss=0.07591, over 2473818.24 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07393, over 19973.92 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2928, pruned_loss=0.06117, over 2464656.36 frames. utt_duration=1232 frames, utt_pad_proportion=0.06109, over 8011.90 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3172, pruned_loss=0.07763, over 2475170.88 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07425, over 21522.08 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 00:21:25,907 INFO [train.py:927] (3/8) Epoch 13, batch 14250, giga_loss[loss=0.2207, simple_loss=0.3156, pruned_loss=0.06287, over 12455.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0345, over 98.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3115, pruned_loss=0.07527, over 2473338.87 frames. utt_duration=511.5 frames, utt_pad_proportion=0.07556, over 19395.52 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2927, pruned_loss=0.06123, over 2464390.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.05996, over 7979.97 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3144, pruned_loss=0.07692, over 2474863.49 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07619, over 20923.29 utterances.], batch size: 98, lr: 2.95e-04
2022-08-29 00:23:15,518 INFO [train.py:927] (3/8) Epoch 13, batch 14300, giga_loss[loss=0.2202, simple_loss=0.3117, pruned_loss=0.06432, over 12442.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0224, over 48.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3113, pruned_loss=0.07437, over 2473782.14 frames. utt_duration=505.2 frames, utt_pad_proportion=0.0744, over 19643.60 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2931, pruned_loss=0.06157, over 2464617.71 frames. utt_duration=1231 frames, utt_pad_proportion=0.06034, over 8016.98 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3139, pruned_loss=0.07574, over 2475032.26 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07504, over 21145.48 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:25:00,082 INFO [train.py:927] (3/8) Epoch 13, batch 14350, giga_loss[loss=0.2395, simple_loss=0.3168, pruned_loss=0.08109, over 12429.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3109, pruned_loss=0.0742, over 2474022.82 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07733, over 20180.56 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2931, pruned_loss=0.0616, over 2464618.64 frames. utt_duration=1223 frames, utt_pad_proportion=0.06385, over 8073.03 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3133, pruned_loss=0.0755, over 2475193.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07669, over 21536.89 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 00:26:44,106 INFO [train.py:927] (3/8) Epoch 13, batch 14400, giga_loss[loss=0.2063, simple_loss=0.2953, pruned_loss=0.05867, over 12333.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03482, over 62.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3094, pruned_loss=0.0738, over 2474401.33 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07204, over 19983.75 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2928, pruned_loss=0.06158, over 2464487.04 frames. utt_duration=1227 frames, utt_pad_proportion=0.06307, over 8041.72 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3118, pruned_loss=0.07507, over 2475621.26 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07214, over 21301.80 utterances.], batch size: 62, lr: 2.95e-04
2022-08-29 00:28:29,372 INFO [train.py:927] (3/8) Epoch 13, batch 14450, giga_loss[loss=0.2218, simple_loss=0.3021, pruned_loss=0.07076, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03364, over 51.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3084, pruned_loss=0.07376, over 2474869.57 frames. utt_duration=506.5 frames, utt_pad_proportion=0.0673, over 19602.59 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2929, pruned_loss=0.06178, over 2464867.13 frames. utt_duration=1234 frames, utt_pad_proportion=0.062, over 7997.10 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3107, pruned_loss=0.07489, over 2475745.36 frames. utt_duration=474.1 frames, utt_pad_proportion=0.06806, over 20951.59 utterances.], batch size: 51, lr: 2.95e-04
2022-08-29 00:30:13,494 INFO [train.py:927] (3/8) Epoch 13, batch 14500, giga_loss[loss=0.2407, simple_loss=0.3171, pruned_loss=0.0822, over 12431.00 frames. utt_duration=441.3 frames, utt_pad_proportion=0.03644, over 113.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3075, pruned_loss=0.07382, over 2474767.45 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06727, over 19583.85 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2929, pruned_loss=0.06176, over 2465067.50 frames. utt_duration=1236 frames, utt_pad_proportion=0.06163, over 7990.41 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3097, pruned_loss=0.07505, over 2475561.73 frames. utt_duration=473.4 frames, utt_pad_proportion=0.06807, over 20981.88 utterances.], batch size: 113, lr: 2.95e-04
2022-08-29 00:31:57,651 INFO [train.py:927] (3/8) Epoch 13, batch 14550, giga_loss[loss=0.2413, simple_loss=0.3217, pruned_loss=0.08041, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03983, over 133.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3075, pruned_loss=0.0738, over 2474577.70 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06764, over 20084.73 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2926, pruned_loss=0.06167, over 2465040.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06145, over 7978.46 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.0749, over 2475267.81 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0683, over 21242.41 utterances.], batch size: 133, lr: 2.95e-04
2022-08-29 00:33:38,120 INFO [train.py:927] (3/8) Epoch 13, batch 14600, giga_loss[loss=0.2374, simple_loss=0.3121, pruned_loss=0.08138, over 12381.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03344, over 104.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3072, pruned_loss=0.07304, over 2474227.81 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07196, over 20119.43 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2923, pruned_loss=0.0616, over 2465236.21 frames. utt_duration=1241 frames, utt_pad_proportion=0.06081, over 7953.87 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07412, over 2474725.34 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07251, over 21206.10 utterances.], batch size: 104, lr: 2.95e-04
2022-08-29 00:35:21,928 INFO [train.py:927] (3/8) Epoch 13, batch 14650, giga_loss[loss=0.2585, simple_loss=0.3284, pruned_loss=0.09429, over 12371.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.03349, over 122.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07454, over 2473913.47 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07316, over 20508.54 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2923, pruned_loss=0.0617, over 2464912.49 frames. utt_duration=1244 frames, utt_pad_proportion=0.06039, over 7936.38 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3105, pruned_loss=0.0754, over 2474659.28 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07371, over 21483.62 utterances.], batch size: 122, lr: 2.95e-04
2022-08-29 00:37:05,152 INFO [train.py:927] (3/8) Epoch 13, batch 14700, giga_loss[loss=0.2271, simple_loss=0.2938, pruned_loss=0.08017, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03995, over 37.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3106, pruned_loss=0.07644, over 2474818.20 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06963, over 20670.52 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2929, pruned_loss=0.06177, over 2465010.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.05977, over 7910.51 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3117, pruned_loss=0.07723, over 2475439.30 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07044, over 21616.86 utterances.], batch size: 37, lr: 2.95e-04
2022-08-29 00:38:50,856 INFO [train.py:927] (3/8) Epoch 13, batch 14750, giga_loss[loss=0.211, simple_loss=0.2956, pruned_loss=0.06324, over 12441.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03529, over 105.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3128, pruned_loss=0.07886, over 2474995.34 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07556, over 21746.26 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2928, pruned_loss=0.06199, over 2464994.29 frames. utt_duration=1250 frames, utt_pad_proportion=0.05922, over 7898.55 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3143, pruned_loss=0.07974, over 2475764.64 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07624, over 22884.29 utterances.], batch size: 105, lr: 2.95e-04
2022-08-29 00:40:34,750 INFO [train.py:927] (3/8) Epoch 13, batch 14800, giga_loss[loss=0.2335, simple_loss=0.3197, pruned_loss=0.07367, over 12441.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04747, over 147.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3121, pruned_loss=0.07719, over 2474898.10 frames. utt_duration=471.4 frames, utt_pad_proportion=0.072, over 21067.14 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2928, pruned_loss=0.06192, over 2464613.05 frames. utt_duration=1253 frames, utt_pad_proportion=0.05857, over 7878.20 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3136, pruned_loss=0.07815, over 2475974.84 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07299, over 22161.48 utterances.], batch size: 147, lr: 2.95e-04
2022-08-29 00:42:20,894 INFO [train.py:927] (3/8) Epoch 13, batch 14850, giga_loss[loss=0.2387, simple_loss=0.3156, pruned_loss=0.08092, over 12466.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02997, over 80.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3104, pruned_loss=0.07647, over 2474954.86 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07288, over 21253.67 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2926, pruned_loss=0.062, over 2464537.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.05807, over 7854.20 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3119, pruned_loss=0.07736, over 2475991.05 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07382, over 22309.06 utterances.], batch size: 80, lr: 2.95e-04
2022-08-29 00:44:06,150 INFO [train.py:927] (3/8) Epoch 13, batch 14900, giga_loss[loss=0.2304, simple_loss=0.3119, pruned_loss=0.07447, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03011, over 55.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3082, pruned_loss=0.07546, over 2474409.73 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07241, over 20506.56 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2927, pruned_loss=0.06202, over 2464736.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05693, over 7833.08 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3096, pruned_loss=0.07646, over 2475284.70 frames. utt_duration=458.7 frames, utt_pad_proportion=0.0737, over 21655.70 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 00:45:54,298 INFO [train.py:927] (3/8) Epoch 13, batch 14950, giga_loss[loss=0.2005, simple_loss=0.3009, pruned_loss=0.05007, over 12399.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03536, over 75.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3124, pruned_loss=0.07662, over 2474306.79 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07424, over 20591.95 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2933, pruned_loss=0.06219, over 2464708.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.05673, over 7848.52 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3133, pruned_loss=0.0775, over 2475182.72 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07534, over 21698.88 utterances.], batch size: 75, lr: 2.95e-04
2022-08-29 00:47:40,077 INFO [train.py:927] (3/8) Epoch 13, batch 15000, giga_loss[loss=0.2244, simple_loss=0.3189, pruned_loss=0.06496, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02829, over 55.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3144, pruned_loss=0.07634, over 2474360.78 frames. utt_duration=480 frames, utt_pad_proportion=0.07498, over 20683.87 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2931, pruned_loss=0.06216, over 2464462.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05635, over 7831.08 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3155, pruned_loss=0.07717, over 2475330.81 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07596, over 21671.06 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 00:47:40,078 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 00:47:54,531 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1814, simple_loss=0.292, pruned_loss=0.0354, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 00:49:41,862 INFO [train.py:927] (3/8) Epoch 13, batch 15050, giga_loss[loss=0.2161, simple_loss=0.3006, pruned_loss=0.0658, over 12375.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02735, over 48.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.314, pruned_loss=0.07684, over 2474542.68 frames. utt_duration=486.5 frames, utt_pad_proportion=0.08196, over 20407.01 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.294, pruned_loss=0.06299, over 2464785.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.06057, over 7941.67 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3148, pruned_loss=0.07728, over 2475366.77 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08148, over 21573.07 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 00:51:23,728 INFO [train.py:927] (3/8) Epoch 13, batch 15100, giga_loss[loss=0.2101, simple_loss=0.2984, pruned_loss=0.06092, over 12425.00 frames. utt_duration=711.3 frames, utt_pad_proportion=0.02434, over 70.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3135, pruned_loss=0.07789, over 2474239.61 frames. utt_duration=476.7 frames, utt_pad_proportion=0.08456, over 20824.33 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2935, pruned_loss=0.0629, over 2464432.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.06011, over 7925.21 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3151, pruned_loss=0.0787, over 2475471.91 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08437, over 22106.65 utterances.], batch size: 70, lr: 2.95e-04
2022-08-29 00:53:04,920 INFO [train.py:927] (3/8) Epoch 13, batch 15150, giga_loss[loss=0.2095, simple_loss=0.2839, pruned_loss=0.06758, over 12180.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03169, over 33.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3115, pruned_loss=0.0775, over 2474434.49 frames. utt_duration=498.9 frames, utt_pad_proportion=0.08009, over 19896.72 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2937, pruned_loss=0.06301, over 2464347.08 frames. utt_duration=1244 frames, utt_pad_proportion=0.05993, over 7932.90 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3128, pruned_loss=0.07816, over 2475564.29 frames. utt_duration=472.7 frames, utt_pad_proportion=0.0803, over 21012.30 utterances.], batch size: 33, lr: 2.95e-04
2022-08-29 00:54:47,424 INFO [train.py:927] (3/8) Epoch 13, batch 15200, giga_loss[loss=0.2044, simple_loss=0.2842, pruned_loss=0.06232, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3114, pruned_loss=0.07802, over 2474347.35 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07829, over 19745.30 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2935, pruned_loss=0.06314, over 2464365.01 frames. utt_duration=1253 frames, utt_pad_proportion=0.05849, over 7879.11 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3131, pruned_loss=0.07887, over 2475528.89 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07919, over 21054.59 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 00:56:31,438 INFO [train.py:927] (3/8) Epoch 13, batch 15250, giga_loss[loss=0.2494, simple_loss=0.312, pruned_loss=0.0934, over 12338.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1941, over 364.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3101, pruned_loss=0.07782, over 2474563.12 frames. utt_duration=484.5 frames, utt_pad_proportion=0.08048, over 20490.15 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2935, pruned_loss=0.06317, over 2464431.70 frames. utt_duration=1250 frames, utt_pad_proportion=0.05864, over 7892.82 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3117, pruned_loss=0.07866, over 2475568.25 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08111, over 21671.84 utterances.], batch size: 364, lr: 2.95e-04
2022-08-29 00:58:14,607 INFO [train.py:927] (3/8) Epoch 13, batch 15300, giga_loss[loss=0.2288, simple_loss=0.3154, pruned_loss=0.0711, over 12451.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03213, over 86.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3107, pruned_loss=0.07758, over 2474339.55 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07872, over 20268.32 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2938, pruned_loss=0.06338, over 2464700.55 frames. utt_duration=1247 frames, utt_pad_proportion=0.05802, over 7913.80 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.07845, over 2475184.02 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07976, over 21535.63 utterances.], batch size: 86, lr: 2.95e-04
2022-08-29 01:00:00,593 INFO [train.py:927] (3/8) Epoch 13, batch 15350, giga_loss[loss=0.2603, simple_loss=0.3226, pruned_loss=0.09903, over 12120.00 frames. utt_duration=1733 frames, utt_pad_proportion=0.0426, over 28.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.312, pruned_loss=0.0789, over 2474387.29 frames. utt_duration=489.3 frames, utt_pad_proportion=0.0798, over 20290.29 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2937, pruned_loss=0.06334, over 2464886.29 frames. utt_duration=1245 frames, utt_pad_proportion=0.0577, over 7931.52 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.08001, over 2475159.49 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08089, over 21613.13 utterances.], batch size: 28, lr: 2.95e-04
2022-08-29 01:01:45,415 INFO [train.py:927] (3/8) Epoch 13, batch 15400, giga_loss[loss=0.2111, simple_loss=0.3081, pruned_loss=0.05708, over 12385.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03724, over 37.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3132, pruned_loss=0.07709, over 2475105.64 frames. utt_duration=496 frames, utt_pad_proportion=0.07768, over 20021.66 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.294, pruned_loss=0.06355, over 2465012.46 frames. utt_duration=1243 frames, utt_pad_proportion=0.05782, over 7942.65 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3145, pruned_loss=0.07798, over 2475729.80 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07873, over 21209.33 utterances.], batch size: 37, lr: 2.95e-04
2022-08-29 01:03:28,698 INFO [train.py:927] (3/8) Epoch 13, batch 15450, giga_loss[loss=0.2644, simple_loss=0.3406, pruned_loss=0.09414, over 12394.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03382, over 122.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3158, pruned_loss=0.07714, over 2475257.20 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07435, over 19563.68 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2942, pruned_loss=0.0637, over 2465284.63 frames. utt_duration=1242 frames, utt_pad_proportion=0.05726, over 7948.07 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3172, pruned_loss=0.07807, over 2475789.22 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07575, over 20822.38 utterances.], batch size: 122, lr: 2.95e-04
2022-08-29 01:05:11,412 INFO [train.py:927] (3/8) Epoch 13, batch 15500, giga_loss[loss=0.3677, simple_loss=0.4016, pruned_loss=0.1669, over 12355.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1092, over 259.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3175, pruned_loss=0.07926, over 2475315.71 frames. utt_duration=505 frames, utt_pad_proportion=0.07224, over 19665.93 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2942, pruned_loss=0.06368, over 2465644.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.0567, over 7952.96 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.319, pruned_loss=0.08029, over 2475590.80 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07373, over 20872.61 utterances.], batch size: 259, lr: 2.95e-04
2022-08-29 01:06:54,354 INFO [train.py:927] (3/8) Epoch 13, batch 15550, giga_loss[loss=0.2486, simple_loss=0.3276, pruned_loss=0.0848, over 12430.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3181, pruned_loss=0.08017, over 2475228.38 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07895, over 20927.51 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2946, pruned_loss=0.06389, over 2465744.48 frames. utt_duration=1239 frames, utt_pad_proportion=0.05661, over 7971.64 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3194, pruned_loss=0.08109, over 2475525.22 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07991, over 22093.40 utterances.], batch size: 123, lr: 2.95e-04
2022-08-29 01:08:37,879 INFO [train.py:927] (3/8) Epoch 13, batch 15600, giga_loss[loss=0.236, simple_loss=0.3121, pruned_loss=0.07996, over 12348.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03539, over 104.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3174, pruned_loss=0.07786, over 2474426.75 frames. utt_duration=488 frames, utt_pad_proportion=0.0766, over 20342.73 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2946, pruned_loss=0.06388, over 2465522.14 frames. utt_duration=1239 frames, utt_pad_proportion=0.05634, over 7969.90 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3186, pruned_loss=0.07872, over 2474938.25 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07764, over 21373.84 utterances.], batch size: 104, lr: 2.95e-04
2022-08-29 01:10:18,508 INFO [train.py:927] (3/8) Epoch 13, batch 15650, libri_loss[loss=0.1952, simple_loss=0.2851, pruned_loss=0.05262, over 12374.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009851, over 38.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3179, pruned_loss=0.07839, over 2474984.34 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07931, over 20619.26 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2947, pruned_loss=0.06407, over 2465995.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.05928, over 8013.92 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3195, pruned_loss=0.0793, over 2475223.76 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07913, over 21745.48 utterances.], batch size: 38, lr: 2.95e-04
2022-08-29 01:12:02,373 INFO [train.py:927] (3/8) Epoch 13, batch 15700, giga_loss[loss=0.268, simple_loss=0.3229, pruned_loss=0.1066, over 12332.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2089, over 371.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3168, pruned_loss=0.07838, over 2475508.90 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07987, over 21115.49 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2944, pruned_loss=0.064, over 2466125.68 frames. utt_duration=1234 frames, utt_pad_proportion=0.0591, over 8002.85 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3183, pruned_loss=0.07921, over 2475625.69 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07978, over 22057.80 utterances.], batch size: 371, lr: 2.95e-04
2022-08-29 01:13:49,206 INFO [train.py:927] (3/8) Epoch 13, batch 15750, giga_loss[loss=0.2184, simple_loss=0.295, pruned_loss=0.07088, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03257, over 39.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3155, pruned_loss=0.07819, over 2475348.19 frames. utt_duration=471.2 frames, utt_pad_proportion=0.08268, over 21078.85 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2947, pruned_loss=0.06431, over 2466244.80 frames. utt_duration=1226 frames, utt_pad_proportion=0.06189, over 8053.07 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.317, pruned_loss=0.07898, over 2475599.73 frames. utt_duration=448.6 frames, utt_pad_proportion=0.08194, over 22147.40 utterances.], batch size: 39, lr: 2.95e-04
2022-08-29 01:15:31,212 INFO [train.py:927] (3/8) Epoch 13, batch 15800, giga_loss[loss=0.2247, simple_loss=0.2991, pruned_loss=0.07512, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03321, over 42.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3144, pruned_loss=0.07825, over 2475521.75 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07943, over 21079.58 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2952, pruned_loss=0.06463, over 2466365.01 frames. utt_duration=1214 frames, utt_pad_proportion=0.06575, over 8139.00 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3156, pruned_loss=0.07884, over 2475781.70 frames. utt_duration=450 frames, utt_pad_proportion=0.07781, over 22077.43 utterances.], batch size: 42, lr: 2.95e-04
2022-08-29 01:17:13,427 INFO [train.py:927] (3/8) Epoch 13, batch 15850, giga_loss[loss=0.1981, simple_loss=0.2922, pruned_loss=0.05204, over 12431.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03465, over 105.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.312, pruned_loss=0.07614, over 2475481.68 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08329, over 21913.81 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2957, pruned_loss=0.06499, over 2466357.25 frames. utt_duration=1196 frames, utt_pad_proportion=0.07278, over 8260.92 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07663, over 2475930.23 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07994, over 22954.26 utterances.], batch size: 105, lr: 2.95e-04
2022-08-29 01:18:56,624 INFO [train.py:927] (3/8) Epoch 13, batch 15900, giga_loss[loss=0.2231, simple_loss=0.3008, pruned_loss=0.07274, over 12423.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.0238, over 48.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3104, pruned_loss=0.07539, over 2475791.21 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08023, over 21928.97 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2956, pruned_loss=0.06497, over 2466514.17 frames. utt_duration=1197 frames, utt_pad_proportion=0.07191, over 8255.19 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3116, pruned_loss=0.07605, over 2476222.51 frames. utt_duration=430.7 frames, utt_pad_proportion=0.07806, over 23074.95 utterances.], batch size: 48, lr: 2.95e-04
2022-08-29 01:20:41,548 INFO [train.py:927] (3/8) Epoch 13, batch 15950, giga_loss[loss=0.2138, simple_loss=0.3046, pruned_loss=0.0615, over 12330.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.03131, over 70.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3072, pruned_loss=0.07449, over 2475738.84 frames. utt_duration=458 frames, utt_pad_proportion=0.07973, over 21689.62 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2957, pruned_loss=0.06523, over 2467042.87 frames. utt_duration=1201 frames, utt_pad_proportion=0.06969, over 8229.28 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07516, over 2475927.76 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07886, over 23136.90 utterances.], batch size: 70, lr: 2.95e-04
2022-08-29 01:22:23,948 INFO [train.py:927] (3/8) Epoch 13, batch 16000, giga_loss[loss=0.2022, simple_loss=0.2911, pruned_loss=0.05664, over 12335.00 frames. utt_duration=852 frames, utt_pad_proportion=0.0307, over 58.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07461, over 2475675.91 frames. utt_duration=478.6 frames, utt_pad_proportion=0.075, over 20752.82 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2962, pruned_loss=0.06586, over 2467108.40 frames. utt_duration=1193 frames, utt_pad_proportion=0.07242, over 8284.73 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07482, over 2475987.96 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07374, over 22209.10 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 01:24:04,766 INFO [train.py:927] (3/8) Epoch 13, batch 16050, giga_loss[loss=0.2578, simple_loss=0.3263, pruned_loss=0.09468, over 12427.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3084, pruned_loss=0.07468, over 2475342.27 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07138, over 19977.77 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.06584, over 2467496.09 frames. utt_duration=1200 frames, utt_pad_proportion=0.07058, over 8233.58 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.07513, over 2475506.88 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07123, over 21580.06 utterances.], batch size: 162, lr: 2.95e-04
2022-08-29 01:25:47,945 INFO [train.py:927] (3/8) Epoch 13, batch 16100, giga_loss[loss=0.2369, simple_loss=0.3103, pruned_loss=0.08176, over 12466.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02676, over 55.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.07538, over 2474753.09 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07397, over 20070.21 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.296, pruned_loss=0.06587, over 2467466.46 frames. utt_duration=1198 frames, utt_pad_proportion=0.07064, over 8250.05 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3101, pruned_loss=0.07585, over 2475004.32 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0737, over 21484.00 utterances.], batch size: 55, lr: 2.95e-04
2022-08-29 01:27:30,936 INFO [train.py:927] (3/8) Epoch 13, batch 16150, giga_loss[loss=0.2104, simple_loss=0.3008, pruned_loss=0.05995, over 12317.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3103, pruned_loss=0.07635, over 2475290.12 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07242, over 20068.79 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2956, pruned_loss=0.0657, over 2467323.20 frames. utt_duration=1202 frames, utt_pad_proportion=0.06951, over 8224.06 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.07709, over 2475801.85 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07268, over 21483.97 utterances.], batch size: 58, lr: 2.95e-04
2022-08-29 01:29:19,647 INFO [train.py:927] (3/8) Epoch 13, batch 16200, giga_loss[loss=0.301, simple_loss=0.353, pruned_loss=0.1245, over 12347.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2152, over 374.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3127, pruned_loss=0.07854, over 2475263.35 frames. utt_duration=468 frames, utt_pad_proportion=0.08008, over 21221.71 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2958, pruned_loss=0.06583, over 2467076.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.06849, over 8192.81 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07921, over 2476014.31 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08017, over 22577.39 utterances.], batch size: 374, lr: 2.95e-04
2022-08-29 01:31:09,765 INFO [train.py:927] (3/8) Epoch 13, batch 16250, giga_loss[loss=0.2424, simple_loss=0.319, pruned_loss=0.08291, over 12411.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3138, pruned_loss=0.07826, over 2475802.69 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08191, over 22222.43 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2958, pruned_loss=0.06573, over 2467123.90 frames. utt_duration=1208 frames, utt_pad_proportion=0.06754, over 8177.97 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3152, pruned_loss=0.07909, over 2476491.74 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08224, over 23538.48 utterances.], batch size: 161, lr: 2.95e-04
2022-08-29 01:32:58,412 INFO [train.py:927] (3/8) Epoch 13, batch 16300, giga_loss[loss=0.2161, simple_loss=0.3015, pruned_loss=0.06535, over 12311.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02935, over 74.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07802, over 2474871.83 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08108, over 22144.08 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2957, pruned_loss=0.06577, over 2466856.27 frames. utt_duration=1211 frames, utt_pad_proportion=0.06678, over 8157.39 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3137, pruned_loss=0.07879, over 2475759.23 frames. utt_duration=425 frames, utt_pad_proportion=0.08165, over 23381.42 utterances.], batch size: 74, lr: 2.95e-04
2022-08-29 01:34:41,803 INFO [train.py:927] (3/8) Epoch 13, batch 16350, giga_loss[loss=0.2693, simple_loss=0.3399, pruned_loss=0.09941, over 12383.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06448, over 183.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3117, pruned_loss=0.07822, over 2475442.55 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08395, over 22261.82 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.2966, pruned_loss=0.06654, over 2467197.83 frames. utt_duration=1182 frames, utt_pad_proportion=0.07575, over 8362.85 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3125, pruned_loss=0.07853, over 2476095.13 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08173, over 23524.28 utterances.], batch size: 183, lr: 2.95e-04
2022-08-29 01:36:27,660 INFO [train.py:927] (3/8) Epoch 13, batch 16400, giga_loss[loss=0.2192, simple_loss=0.3071, pruned_loss=0.06566, over 12258.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02871, over 54.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3124, pruned_loss=0.07936, over 2475231.05 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08801, over 22728.54 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2969, pruned_loss=0.06681, over 2467274.84 frames. utt_duration=1170 frames, utt_pad_proportion=0.08016, over 8448.04 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3128, pruned_loss=0.0794, over 2475708.17 frames. utt_duration=419.3 frames, utt_pad_proportion=0.0847, over 23702.13 utterances.], batch size: 54, lr: 2.94e-04
2022-08-29 01:38:11,825 INFO [train.py:927] (3/8) Epoch 13, batch 16450, giga_loss[loss=0.2263, simple_loss=0.3093, pruned_loss=0.07169, over 12149.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04137, over 28.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3125, pruned_loss=0.0793, over 2474971.90 frames. utt_duration=452 frames, utt_pad_proportion=0.08587, over 21972.68 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2971, pruned_loss=0.06701, over 2467143.26 frames. utt_duration=1159 frames, utt_pad_proportion=0.08401, over 8525.27 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3132, pruned_loss=0.07959, over 2475749.39 frames. utt_duration=429.5 frames, utt_pad_proportion=0.0822, over 23137.14 utterances.], batch size: 28, lr: 2.94e-04
2022-08-29 01:39:57,780 INFO [train.py:927] (3/8) Epoch 13, batch 16500, giga_loss[loss=0.2065, simple_loss=0.2809, pruned_loss=0.06603, over 12187.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.0309, over 36.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3123, pruned_loss=0.07936, over 2474406.90 frames. utt_duration=463 frames, utt_pad_proportion=0.08588, over 21446.86 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2971, pruned_loss=0.06709, over 2467171.78 frames. utt_duration=1150 frames, utt_pad_proportion=0.08741, over 8595.38 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3131, pruned_loss=0.07975, over 2475148.95 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08161, over 22600.16 utterances.], batch size: 36, lr: 2.94e-04
2022-08-29 01:41:43,363 INFO [train.py:927] (3/8) Epoch 13, batch 16550, giga_loss[loss=0.1988, simple_loss=0.2804, pruned_loss=0.05858, over 12351.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03302, over 51.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3121, pruned_loss=0.07962, over 2474576.11 frames. utt_duration=449 frames, utt_pad_proportion=0.09009, over 22118.32 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.297, pruned_loss=0.06711, over 2467136.73 frames. utt_duration=1144 frames, utt_pad_proportion=0.08983, over 8634.03 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3132, pruned_loss=0.08016, over 2475337.04 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08574, over 23284.27 utterances.], batch size: 51, lr: 2.94e-04
2022-08-29 01:43:30,670 INFO [train.py:927] (3/8) Epoch 13, batch 16600, giga_loss[loss=0.2129, simple_loss=0.2943, pruned_loss=0.06582, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03177, over 42.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3129, pruned_loss=0.08008, over 2474232.96 frames. utt_duration=443 frames, utt_pad_proportion=0.08849, over 22415.90 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2967, pruned_loss=0.06695, over 2467335.01 frames. utt_duration=1144 frames, utt_pad_proportion=0.08908, over 8641.04 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3145, pruned_loss=0.08102, over 2474865.28 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08537, over 23721.88 utterances.], batch size: 42, lr: 2.94e-04
2022-08-29 01:45:15,116 INFO [train.py:927] (3/8) Epoch 13, batch 16650, giga_loss[loss=0.2541, simple_loss=0.3369, pruned_loss=0.0856, over 12344.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03264, over 85.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3136, pruned_loss=0.08056, over 2474013.72 frames. utt_duration=456.4 frames, utt_pad_proportion=0.08485, over 21754.18 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2965, pruned_loss=0.06702, over 2467828.58 frames. utt_duration=1151 frames, utt_pad_proportion=0.08646, over 8584.51 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3156, pruned_loss=0.08173, over 2474309.01 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08336, over 23359.88 utterances.], batch size: 85, lr: 2.94e-04
2022-08-29 01:46:59,925 INFO [train.py:927] (3/8) Epoch 13, batch 16700, giga_loss[loss=0.2091, simple_loss=0.3064, pruned_loss=0.05595, over 12468.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02999, over 75.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3147, pruned_loss=0.08149, over 2474287.74 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08396, over 21990.13 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2965, pruned_loss=0.06704, over 2468190.16 frames. utt_duration=1155 frames, utt_pad_proportion=0.08485, over 8556.29 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08282, over 2474360.16 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08336, over 23661.86 utterances.], batch size: 75, lr: 2.94e-04
2022-08-29 01:48:44,890 INFO [train.py:927] (3/8) Epoch 13, batch 16750, giga_loss[loss=0.26, simple_loss=0.3397, pruned_loss=0.09009, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02931, over 48.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3145, pruned_loss=0.08062, over 2474803.67 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08161, over 21141.66 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2965, pruned_loss=0.06718, over 2468260.27 frames. utt_duration=1150 frames, utt_pad_proportion=0.08633, over 8594.77 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08201, over 2474987.29 frames. utt_duration=434.2 frames, utt_pad_proportion=0.08075, over 22880.30 utterances.], batch size: 48, lr: 2.94e-04
2022-08-29 01:50:30,217 INFO [train.py:927] (3/8) Epoch 13, batch 16800, giga_loss[loss=0.2545, simple_loss=0.3328, pruned_loss=0.08809, over 12417.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3131, pruned_loss=0.07937, over 2474585.61 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07464, over 20271.01 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2961, pruned_loss=0.06705, over 2468249.28 frames. utt_duration=1154 frames, utt_pad_proportion=0.08581, over 8566.90 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3154, pruned_loss=0.0807, over 2474799.25 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07455, over 21770.04 utterances.], batch size: 62, lr: 2.94e-04
2022-08-29 01:52:14,388 INFO [train.py:927] (3/8) Epoch 13, batch 16850, giga_loss[loss=0.2184, simple_loss=0.3024, pruned_loss=0.06722, over 12468.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03423, over 86.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3135, pruned_loss=0.07929, over 2475149.45 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0762, over 20551.43 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2961, pruned_loss=0.06715, over 2468315.41 frames. utt_duration=1149 frames, utt_pad_proportion=0.08831, over 8607.29 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08066, over 2475449.77 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07494, over 22095.97 utterances.], batch size: 86, lr: 2.94e-04
2022-08-29 01:54:04,143 INFO [train.py:927] (3/8) Epoch 13, batch 16900, giga_loss[loss=0.2722, simple_loss=0.3484, pruned_loss=0.09802, over 12404.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04376, over 146.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3148, pruned_loss=0.08051, over 2474866.22 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07631, over 20418.91 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2969, pruned_loss=0.06758, over 2468396.03 frames. utt_duration=1141 frames, utt_pad_proportion=0.09105, over 8666.54 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3163, pruned_loss=0.08145, over 2475158.92 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07423, over 21820.10 utterances.], batch size: 146, lr: 2.94e-04
2022-08-29 01:55:48,127 INFO [train.py:927] (3/8) Epoch 13, batch 16950, libri_loss[loss=0.2299, simple_loss=0.311, pruned_loss=0.07437, over 12362.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01514, over 41.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3154, pruned_loss=0.08039, over 2474934.09 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07749, over 20313.25 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2972, pruned_loss=0.06754, over 2468482.85 frames. utt_duration=1144 frames, utt_pad_proportion=0.08958, over 8639.46 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3169, pruned_loss=0.08158, over 2475280.85 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07615, over 21836.28 utterances.], batch size: 41, lr: 2.94e-04
2022-08-29 01:57:31,640 INFO [train.py:927] (3/8) Epoch 13, batch 17000, giga_loss[loss=0.2627, simple_loss=0.3276, pruned_loss=0.09894, over 12381.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07081, over 212.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3156, pruned_loss=0.08061, over 2475027.12 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07905, over 20886.17 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2968, pruned_loss=0.06744, over 2468296.35 frames. utt_duration=1152 frames, utt_pad_proportion=0.08772, over 8583.11 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3177, pruned_loss=0.08199, over 2475650.31 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07837, over 22472.89 utterances.], batch size: 212, lr: 2.94e-04
2022-08-29 01:59:13,780 INFO [train.py:927] (3/8) Epoch 13, batch 17050, libri_loss[loss=0.236, simple_loss=0.3173, pruned_loss=0.07737, over 12368.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009678, over 38.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3152, pruned_loss=0.08007, over 2475227.79 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07731, over 20479.47 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2967, pruned_loss=0.06742, over 2468466.08 frames. utt_duration=1154 frames, utt_pad_proportion=0.0863, over 8564.61 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3175, pruned_loss=0.08152, over 2475768.67 frames. utt_duration=449.9 frames, utt_pad_proportion=0.0773, over 22083.37 utterances.], batch size: 38, lr: 2.94e-04
2022-08-29 02:00:58,036 INFO [train.py:927] (3/8) Epoch 13, batch 17100, giga_loss[loss=0.2492, simple_loss=0.3145, pruned_loss=0.09198, over 12360.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3138, pruned_loss=0.07878, over 2475197.35 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07556, over 20305.50 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2969, pruned_loss=0.06755, over 2468556.49 frames. utt_duration=1158 frames, utt_pad_proportion=0.08475, over 8536.70 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08008, over 2475708.35 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07614, over 21869.20 utterances.], batch size: 257, lr: 2.94e-04
2022-08-29 02:02:39,807 INFO [train.py:927] (3/8) Epoch 13, batch 17150, giga_loss[loss=0.229, simple_loss=0.3038, pruned_loss=0.07711, over 12431.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3119, pruned_loss=0.07823, over 2474577.72 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07469, over 20146.00 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2968, pruned_loss=0.06749, over 2468577.71 frames. utt_duration=1158 frames, utt_pad_proportion=0.08441, over 8535.01 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3135, pruned_loss=0.07936, over 2474987.77 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0753, over 21425.43 utterances.], batch size: 183, lr: 2.94e-04
2022-08-29 02:04:22,595 INFO [train.py:927] (3/8) Epoch 13, batch 17200, giga_loss[loss=0.2928, simple_loss=0.3419, pruned_loss=0.1218, over 12389.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1006, over 257.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3103, pruned_loss=0.07802, over 2474288.09 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07252, over 20291.43 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2969, pruned_loss=0.06752, over 2468671.82 frames. utt_duration=1164 frames, utt_pad_proportion=0.08281, over 8497.01 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3119, pruned_loss=0.07913, over 2474648.01 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07362, over 21601.97 utterances.], batch size: 257, lr: 2.94e-04
2022-08-29 02:06:07,693 INFO [train.py:927] (3/8) Epoch 13, batch 17250, giga_loss[loss=0.2409, simple_loss=0.3153, pruned_loss=0.08327, over 12394.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3104, pruned_loss=0.0779, over 2474823.35 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07079, over 20943.08 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.2972, pruned_loss=0.0677, over 2468551.10 frames. utt_duration=1162 frames, utt_pad_proportion=0.08252, over 8509.00 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3115, pruned_loss=0.07871, over 2475265.83 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07177, over 22064.06 utterances.], batch size: 259, lr: 2.94e-04
2022-08-29 02:07:51,252 INFO [train.py:927] (3/8) Epoch 13, batch 17300, giga_loss[loss=0.2095, simple_loss=0.2992, pruned_loss=0.05994, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02896, over 42.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.0742, over 2474520.52 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07198, over 21573.77 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2967, pruned_loss=0.06757, over 2468317.32 frames. utt_duration=1166 frames, utt_pad_proportion=0.08188, over 8476.95 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3093, pruned_loss=0.07512, over 2475206.28 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07282, over 22757.80 utterances.], batch size: 42, lr: 2.94e-04
2022-08-29 02:09:35,893 INFO [train.py:927] (3/8) Epoch 13, batch 17350, giga_loss[loss=0.1955, simple_loss=0.2927, pruned_loss=0.04917, over 12307.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02956, over 74.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3043, pruned_loss=0.07042, over 2474505.08 frames. utt_duration=438 frames, utt_pad_proportion=0.07663, over 22676.01 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2966, pruned_loss=0.06756, over 2468092.50 frames. utt_duration=1170 frames, utt_pad_proportion=0.08138, over 8450.25 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.0712, over 2475292.84 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07719, over 23745.39 utterances.], batch size: 74, lr: 2.94e-04
2022-08-29 02:11:20,035 INFO [train.py:927] (3/8) Epoch 13, batch 17400, giga_loss[loss=0.203, simple_loss=0.3039, pruned_loss=0.05103, over 12377.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03977, over 113.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3031, pruned_loss=0.068, over 2474731.69 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07712, over 23174.15 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2972, pruned_loss=0.06818, over 2467913.25 frames. utt_duration=1165 frames, utt_pad_proportion=0.08314, over 8487.28 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3039, pruned_loss=0.06811, over 2475756.16 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07688, over 24485.71 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 02:13:04,456 INFO [train.py:927] (3/8) Epoch 13, batch 17450, libri_loss[loss=0.2059, simple_loss=0.2918, pruned_loss=0.06001, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.0057, over 34.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.303, pruned_loss=0.06716, over 2474575.75 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07308, over 22714.58 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2962, pruned_loss=0.06768, over 2467927.98 frames. utt_duration=1174 frames, utt_pad_proportion=0.08126, over 8422.23 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3047, pruned_loss=0.06768, over 2475598.89 frames. utt_duration=409.1 frames, utt_pad_proportion=0.07363, over 24288.86 utterances.], batch size: 34, lr: 2.94e-04
2022-08-29 02:14:45,446 INFO [train.py:927] (3/8) Epoch 13, batch 17500, giga_loss[loss=0.1976, simple_loss=0.2887, pruned_loss=0.05329, over 12424.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3003, pruned_loss=0.0649, over 2475162.13 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07091, over 22673.13 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2962, pruned_loss=0.06789, over 2467805.09 frames. utt_duration=1168 frames, utt_pad_proportion=0.08368, over 8458.84 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3019, pruned_loss=0.06511, over 2476324.95 frames. utt_duration=409 frames, utt_pad_proportion=0.07073, over 24306.45 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:16:30,608 INFO [train.py:927] (3/8) Epoch 13, batch 17550, giga_loss[loss=0.215, simple_loss=0.301, pruned_loss=0.06454, over 12342.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2995, pruned_loss=0.06444, over 2475308.04 frames. utt_duration=432 frames, utt_pad_proportion=0.07109, over 22995.37 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2961, pruned_loss=0.06794, over 2467843.52 frames. utt_duration=1169 frames, utt_pad_proportion=0.0832, over 8451.69 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3009, pruned_loss=0.0645, over 2476336.19 frames. utt_duration=405 frames, utt_pad_proportion=0.07105, over 24546.73 utterances.], batch size: 97, lr: 2.94e-04
2022-08-29 02:18:13,202 INFO [train.py:927] (3/8) Epoch 13, batch 17600, giga_loss[loss=0.1821, simple_loss=0.2785, pruned_loss=0.04284, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2991, pruned_loss=0.06337, over 2475105.84 frames. utt_duration=420 frames, utt_pad_proportion=0.07188, over 23656.51 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2976, pruned_loss=0.06846, over 2467676.48 frames. utt_duration=1162 frames, utt_pad_proportion=0.08419, over 8502.39 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.299, pruned_loss=0.06279, over 2476391.54 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07124, over 25471.32 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 02:19:57,863 INFO [train.py:927] (3/8) Epoch 13, batch 17650, giga_loss[loss=0.1813, simple_loss=0.2692, pruned_loss=0.04668, over 12401.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2951, pruned_loss=0.06141, over 2475488.64 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07127, over 24226.04 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2974, pruned_loss=0.0684, over 2468052.92 frames. utt_duration=1168 frames, utt_pad_proportion=0.08242, over 8465.85 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2952, pruned_loss=0.06082, over 2476375.51 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07125, over 26134.28 utterances.], batch size: 183, lr: 2.94e-04
2022-08-29 02:21:44,195 INFO [train.py:927] (3/8) Epoch 13, batch 17700, giga_loss[loss=0.2061, simple_loss=0.2786, pruned_loss=0.06677, over 12342.00 frames. utt_duration=139.8 frames, utt_pad_proportion=0.1779, over 357.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2933, pruned_loss=0.06111, over 2475765.20 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07754, over 25059.59 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2975, pruned_loss=0.06853, over 2468287.04 frames. utt_duration=1163 frames, utt_pad_proportion=0.08329, over 8500.98 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2933, pruned_loss=0.06028, over 2476521.24 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07672, over 27124.76 utterances.], batch size: 357, lr: 2.94e-04
2022-08-29 02:23:38,298 INFO [train.py:927] (3/8) Epoch 13, batch 17750, giga_loss[loss=0.1901, simple_loss=0.2874, pruned_loss=0.04644, over 12369.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.0284, over 91.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2945, pruned_loss=0.06074, over 2476305.23 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07499, over 24563.17 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2973, pruned_loss=0.06848, over 2468317.29 frames. utt_duration=1167 frames, utt_pad_proportion=0.08207, over 8469.22 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2945, pruned_loss=0.05999, over 2477033.06 frames. utt_duration=374.8 frames, utt_pad_proportion=0.07484, over 26539.50 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:25:40,049 INFO [train.py:927] (3/8) Epoch 13, batch 17800, giga_loss[loss=0.1937, simple_loss=0.2901, pruned_loss=0.04866, over 12430.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03182, over 122.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2942, pruned_loss=0.05976, over 2476295.59 frames. utt_duration=414.4 frames, utt_pad_proportion=0.07256, over 23986.04 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2969, pruned_loss=0.06815, over 2468475.41 frames. utt_duration=1173 frames, utt_pad_proportion=0.08001, over 8425.37 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2945, pruned_loss=0.05918, over 2476991.81 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07318, over 26129.38 utterances.], batch size: 122, lr: 2.94e-04
2022-08-29 02:27:40,889 INFO [train.py:927] (3/8) Epoch 13, batch 17850, giga_loss[loss=0.1871, simple_loss=0.2809, pruned_loss=0.04664, over 12470.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03407, over 98.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.05834, over 2476716.72 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07159, over 24205.09 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2971, pruned_loss=0.06826, over 2468295.44 frames. utt_duration=1172 frames, utt_pad_proportion=0.08008, over 8438.00 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2927, pruned_loss=0.05774, over 2477474.75 frames. utt_duration=382.5 frames, utt_pad_proportion=0.0721, over 26004.30 utterances.], batch size: 98, lr: 2.94e-04
2022-08-29 02:29:54,504 INFO [train.py:927] (3/8) Epoch 13, batch 17900, giga_loss[loss=0.1946, simple_loss=0.2845, pruned_loss=0.05232, over 12442.00 frames. utt_duration=372.4 frames, utt_pad_proportion=0.0452, over 134.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2909, pruned_loss=0.05728, over 2476907.48 frames. utt_duration=403.5 frames, utt_pad_proportion=0.06812, over 24635.13 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.2974, pruned_loss=0.0684, over 2468246.20 frames. utt_duration=1170 frames, utt_pad_proportion=0.08027, over 8452.67 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05658, over 2477624.39 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06862, over 26181.34 utterances.], batch size: 134, lr: 2.94e-04
2022-08-29 02:31:46,980 INFO [train.py:927] (3/8) Epoch 13, batch 17950, giga_loss[loss=0.1771, simple_loss=0.264, pruned_loss=0.0451, over 12374.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1793, over 358.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2908, pruned_loss=0.05737, over 2476401.70 frames. utt_duration=403 frames, utt_pad_proportion=0.07046, over 24660.15 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.299, pruned_loss=0.06892, over 2467998.93 frames. utt_duration=1164 frames, utt_pad_proportion=0.08251, over 8490.20 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2889, pruned_loss=0.05586, over 2477542.32 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0699, over 26530.71 utterances.], batch size: 358, lr: 2.94e-04
2022-08-29 02:33:50,211 INFO [train.py:927] (3/8) Epoch 13, batch 18000, giga_loss[loss=0.2087, simple_loss=0.3033, pruned_loss=0.05703, over 12352.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.02841, over 91.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2912, pruned_loss=0.05681, over 2476469.70 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07052, over 24627.30 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.2983, pruned_loss=0.06871, over 2468102.72 frames. utt_duration=1170 frames, utt_pad_proportion=0.08156, over 8447.62 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2902, pruned_loss=0.0556, over 2477432.59 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07032, over 26456.84 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:33:50,211 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 02:34:04,226 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1728, simple_loss=0.2836, pruned_loss=0.03099, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 02:36:11,314 INFO [train.py:927] (3/8) Epoch 13, batch 18050, giga_loss[loss=0.2098, simple_loss=0.2966, pruned_loss=0.06155, over 12420.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04743, over 161.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2881, pruned_loss=0.0554, over 2475851.38 frames. utt_duration=412.5 frames, utt_pad_proportion=0.06912, over 24082.15 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.2978, pruned_loss=0.06846, over 2467874.08 frames. utt_duration=1175 frames, utt_pad_proportion=0.08014, over 8414.90 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2876, pruned_loss=0.05437, over 2477008.52 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06941, over 25936.95 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:38:08,564 INFO [train.py:927] (3/8) Epoch 13, batch 18100, giga_loss[loss=0.2275, simple_loss=0.3129, pruned_loss=0.07108, over 12434.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2906, pruned_loss=0.05614, over 2476401.74 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07143, over 25041.70 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2972, pruned_loss=0.06818, over 2467493.64 frames. utt_duration=1181 frames, utt_pad_proportion=0.07835, over 8366.97 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2905, pruned_loss=0.05517, over 2477961.37 frames. utt_duration=366.9 frames, utt_pad_proportion=0.07192, over 27103.06 utterances.], batch size: 183, lr: 2.94e-04
2022-08-29 02:40:10,649 INFO [train.py:927] (3/8) Epoch 13, batch 18150, giga_loss[loss=0.2079, simple_loss=0.3078, pruned_loss=0.054, over 12386.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2919, pruned_loss=0.05539, over 2476324.29 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07034, over 25035.06 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.2971, pruned_loss=0.06829, over 2467123.81 frames. utt_duration=1186 frames, utt_pad_proportion=0.07692, over 8330.11 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2917, pruned_loss=0.05425, over 2478088.82 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07117, over 27076.54 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 02:42:20,422 INFO [train.py:927] (3/8) Epoch 13, batch 18200, giga_loss[loss=0.2408, simple_loss=0.3207, pruned_loss=0.08044, over 12411.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1002, over 257.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2927, pruned_loss=0.05574, over 2477625.60 frames. utt_duration=387.9 frames, utt_pad_proportion=0.07193, over 25628.58 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.297, pruned_loss=0.06823, over 2467556.49 frames. utt_duration=1190 frames, utt_pad_proportion=0.07575, over 8304.73 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2926, pruned_loss=0.05464, over 2478802.89 frames. utt_duration=360.6 frames, utt_pad_proportion=0.07277, over 27588.64 utterances.], batch size: 257, lr: 2.94e-04
2022-08-29 02:44:40,756 INFO [train.py:927] (3/8) Epoch 13, batch 18250, giga_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05933, over 12286.00 frames. utt_duration=964.4 frames, utt_pad_proportion=0.03557, over 51.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2919, pruned_loss=0.05585, over 2476967.44 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06899, over 24500.25 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2968, pruned_loss=0.06826, over 2467663.85 frames. utt_duration=1193 frames, utt_pad_proportion=0.07475, over 8287.25 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2919, pruned_loss=0.05468, over 2478023.18 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07011, over 26451.72 utterances.], batch size: 51, lr: 2.94e-04
2022-08-29 02:46:47,886 INFO [train.py:927] (3/8) Epoch 13, batch 18300, giga_loss[loss=0.197, simple_loss=0.2814, pruned_loss=0.05631, over 12413.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09686, over 256.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2894, pruned_loss=0.05534, over 2477945.95 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07196, over 24910.30 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2968, pruned_loss=0.06823, over 2467509.82 frames. utt_duration=1191 frames, utt_pad_proportion=0.07449, over 8297.89 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2893, pruned_loss=0.05427, over 2479050.96 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07268, over 26658.25 utterances.], batch size: 256, lr: 2.94e-04
2022-08-29 02:48:57,180 INFO [train.py:927] (3/8) Epoch 13, batch 18350, giga_loss[loss=0.2286, simple_loss=0.3155, pruned_loss=0.07091, over 12372.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2878, pruned_loss=0.05498, over 2478654.38 frames. utt_duration=388.8 frames, utt_pad_proportion=0.07512, over 25573.19 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.2968, pruned_loss=0.06815, over 2467745.76 frames. utt_duration=1193 frames, utt_pad_proportion=0.0733, over 8281.07 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2876, pruned_loss=0.05398, over 2479524.16 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07585, over 27282.82 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:50:56,267 INFO [train.py:927] (3/8) Epoch 13, batch 18400, giga_loss[loss=0.2003, simple_loss=0.2943, pruned_loss=0.05315, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03946, over 133.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2887, pruned_loss=0.05558, over 2478456.54 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07069, over 24644.41 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2958, pruned_loss=0.06772, over 2467734.62 frames. utt_duration=1201 frames, utt_pad_proportion=0.07192, over 8226.13 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2892, pruned_loss=0.05483, over 2479479.69 frames. utt_duration=375 frames, utt_pad_proportion=0.07195, over 26527.90 utterances.], batch size: 133, lr: 2.94e-04
2022-08-29 02:52:56,484 INFO [train.py:927] (3/8) Epoch 13, batch 18450, giga_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.0534, over 12412.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04782, over 161.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2888, pruned_loss=0.05629, over 2478353.31 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07346, over 25303.76 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2962, pruned_loss=0.06804, over 2467611.87 frames. utt_duration=1193 frames, utt_pad_proportion=0.07458, over 8282.76 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2888, pruned_loss=0.0552, over 2479464.05 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07351, over 27044.83 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 02:55:04,537 INFO [train.py:927] (3/8) Epoch 13, batch 18500, giga_loss[loss=0.2003, simple_loss=0.2935, pruned_loss=0.05354, over 12340.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03099, over 91.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.29, pruned_loss=0.05629, over 2478175.39 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07172, over 25141.30 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2959, pruned_loss=0.06792, over 2467767.57 frames. utt_duration=1196 frames, utt_pad_proportion=0.07303, over 8260.42 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.29, pruned_loss=0.05523, over 2479195.47 frames. utt_duration=368.6 frames, utt_pad_proportion=0.07232, over 26990.37 utterances.], batch size: 91, lr: 2.94e-04
2022-08-29 02:57:20,256 INFO [train.py:927] (3/8) Epoch 13, batch 18550, giga_loss[loss=0.166, simple_loss=0.2519, pruned_loss=0.04001, over 12405.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03517, over 75.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2892, pruned_loss=0.05588, over 2477988.48 frames. utt_duration=399 frames, utt_pad_proportion=0.06946, over 24912.95 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.2959, pruned_loss=0.06779, over 2467645.06 frames. utt_duration=1199 frames, utt_pad_proportion=0.07157, over 8242.88 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.289, pruned_loss=0.05482, over 2479213.91 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07046, over 26862.75 utterances.], batch size: 75, lr: 2.94e-04
2022-08-29 02:59:23,959 INFO [train.py:927] (3/8) Epoch 13, batch 18600, giga_loss[loss=0.1844, simple_loss=0.2702, pruned_loss=0.04924, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2852, pruned_loss=0.05464, over 2478439.45 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06679, over 24710.94 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.296, pruned_loss=0.06776, over 2467838.63 frames. utt_duration=1199 frames, utt_pad_proportion=0.07096, over 8242.32 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2849, pruned_loss=0.05365, over 2479389.07 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06791, over 26478.19 utterances.], batch size: 113, lr: 2.94e-04
2022-08-29 03:01:17,637 INFO [train.py:927] (3/8) Epoch 13, batch 18650, giga_loss[loss=0.2084, simple_loss=0.3026, pruned_loss=0.0571, over 12414.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04749, over 161.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2846, pruned_loss=0.0545, over 2478356.95 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06884, over 25457.76 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2957, pruned_loss=0.0677, over 2467986.92 frames. utt_duration=1203 frames, utt_pad_proportion=0.07025, over 8216.77 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2845, pruned_loss=0.05361, over 2479128.05 frames. utt_duration=366.9 frames, utt_pad_proportion=0.06978, over 27113.18 utterances.], batch size: 161, lr: 2.94e-04
2022-08-29 03:03:16,070 INFO [train.py:927] (3/8) Epoch 13, batch 18700, giga_loss[loss=0.2057, simple_loss=0.2954, pruned_loss=0.058, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03596, over 113.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2829, pruned_loss=0.05309, over 2478722.00 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07133, over 25960.14 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2956, pruned_loss=0.06753, over 2468045.86 frames. utt_duration=1206 frames, utt_pad_proportion=0.06922, over 8199.48 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2827, pruned_loss=0.05228, over 2479474.99 frames. utt_duration=360.5 frames, utt_pad_proportion=0.0722, over 27605.72 utterances.], batch size: 113, lr: 2.93e-04
2022-08-29 03:05:21,782 INFO [train.py:927] (3/8) Epoch 13, batch 18750, giga_loss[loss=0.1816, simple_loss=0.2761, pruned_loss=0.04361, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2819, pruned_loss=0.05296, over 2478292.54 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07001, over 25225.07 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2961, pruned_loss=0.06798, over 2468260.73 frames. utt_duration=1198 frames, utt_pad_proportion=0.07133, over 8252.07 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2808, pruned_loss=0.05135, over 2479124.14 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07017, over 27177.92 utterances.], batch size: 133, lr: 2.93e-04
2022-08-29 03:07:33,492 INFO [train.py:927] (3/8) Epoch 13, batch 18800, giga_loss[loss=0.1815, simple_loss=0.2728, pruned_loss=0.04514, over 12385.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0277, over 91.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2815, pruned_loss=0.05243, over 2478333.09 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06959, over 24182.51 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2956, pruned_loss=0.06778, over 2468265.01 frames. utt_duration=1194 frames, utt_pad_proportion=0.07358, over 8281.32 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2806, pruned_loss=0.05083, over 2479345.33 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06908, over 26265.38 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 03:09:30,229 INFO [train.py:927] (3/8) Epoch 13, batch 18850, giga_loss[loss=0.1877, simple_loss=0.2867, pruned_loss=0.04431, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03894, over 113.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2818, pruned_loss=0.05284, over 2478667.11 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07176, over 24773.01 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2961, pruned_loss=0.06807, over 2468408.96 frames. utt_duration=1185 frames, utt_pad_proportion=0.0765, over 8344.41 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2804, pruned_loss=0.0511, over 2479472.41 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0704, over 26593.56 utterances.], batch size: 113, lr: 2.93e-04
2022-08-29 03:11:30,015 INFO [train.py:927] (3/8) Epoch 13, batch 18900, giga_loss[loss=0.1992, simple_loss=0.3021, pruned_loss=0.04817, over 12425.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03323, over 75.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2838, pruned_loss=0.05286, over 2478808.81 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07139, over 25101.43 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2959, pruned_loss=0.06801, over 2468298.44 frames. utt_duration=1174 frames, utt_pad_proportion=0.08011, over 8419.19 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2826, pruned_loss=0.05121, over 2479796.28 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06934, over 26851.98 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 03:13:29,272 INFO [train.py:927] (3/8) Epoch 13, batch 18950, giga_loss[loss=0.1826, simple_loss=0.2819, pruned_loss=0.04162, over 12419.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05309, over 2478446.11 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06839, over 24801.74 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.2958, pruned_loss=0.06796, over 2468379.86 frames. utt_duration=1177 frames, utt_pad_proportion=0.07897, over 8399.01 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2841, pruned_loss=0.05155, over 2479333.24 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06717, over 26495.46 utterances.], batch size: 105, lr: 2.93e-04
2022-08-29 03:15:30,787 INFO [train.py:927] (3/8) Epoch 13, batch 19000, giga_loss[loss=0.1756, simple_loss=0.2658, pruned_loss=0.04269, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02581, over 48.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2841, pruned_loss=0.05259, over 2478407.75 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06452, over 23891.08 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2957, pruned_loss=0.06804, over 2468055.18 frames. utt_duration=1170 frames, utt_pad_proportion=0.0823, over 8451.29 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05112, over 2479515.94 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06271, over 25390.90 utterances.], batch size: 48, lr: 2.93e-04
2022-08-29 03:17:30,939 INFO [train.py:927] (3/8) Epoch 13, batch 19050, giga_loss[loss=0.1603, simple_loss=0.2571, pruned_loss=0.03179, over 12452.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2832, pruned_loss=0.05238, over 2478468.91 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06291, over 23677.45 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.2958, pruned_loss=0.06809, over 2468074.11 frames. utt_duration=1174 frames, utt_pad_proportion=0.08107, over 8420.54 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2822, pruned_loss=0.05091, over 2479518.83 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06181, over 25158.27 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 03:19:35,339 INFO [train.py:927] (3/8) Epoch 13, batch 19100, giga_loss[loss=0.1852, simple_loss=0.2607, pruned_loss=0.05484, over 12381.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2848, pruned_loss=0.05278, over 2477877.46 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06254, over 23538.36 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2955, pruned_loss=0.06779, over 2467782.87 frames. utt_duration=1180 frames, utt_pad_proportion=0.07965, over 8375.55 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05152, over 2479218.48 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25107.69 utterances.], batch size: 354, lr: 2.93e-04
2022-08-29 03:21:30,030 INFO [train.py:927] (3/8) Epoch 13, batch 19150, libri_loss[loss=0.1813, simple_loss=0.2701, pruned_loss=0.04627, over 12400.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005269, over 31.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2863, pruned_loss=0.05355, over 2478133.53 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06317, over 24182.28 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.2955, pruned_loss=0.06774, over 2467812.06 frames. utt_duration=1181 frames, utt_pad_proportion=0.07903, over 8365.95 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05242, over 2479282.75 frames. utt_duration=388 frames, utt_pad_proportion=0.06282, over 25641.06 utterances.], batch size: 31, lr: 2.93e-04
2022-08-29 03:23:33,837 INFO [train.py:927] (3/8) Epoch 13, batch 19200, giga_loss[loss=0.1997, simple_loss=0.2993, pruned_loss=0.05001, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04595, over 146.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2876, pruned_loss=0.05382, over 2477684.45 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06404, over 24004.57 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2952, pruned_loss=0.0676, over 2467684.99 frames. utt_duration=1186 frames, utt_pad_proportion=0.07822, over 8335.61 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2872, pruned_loss=0.05286, over 2478858.06 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06392, over 25405.70 utterances.], batch size: 146, lr: 2.93e-04
2022-08-29 03:25:47,966 INFO [train.py:927] (3/8) Epoch 13, batch 19250, giga_loss[loss=0.1817, simple_loss=0.2688, pruned_loss=0.04732, over 12293.00 frames. utt_duration=911.9 frames, utt_pad_proportion=0.02267, over 54.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2868, pruned_loss=0.05392, over 2478282.94 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06527, over 24177.60 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2954, pruned_loss=0.06762, over 2467917.12 frames. utt_duration=1190 frames, utt_pad_proportion=0.07641, over 8305.89 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05277, over 2479293.95 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06551, over 25735.29 utterances.], batch size: 54, lr: 2.93e-04
2022-08-29 03:27:45,006 INFO [train.py:927] (3/8) Epoch 13, batch 19300, giga_loss[loss=0.211, simple_loss=0.2996, pruned_loss=0.0612, over 12439.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03678, over 98.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2869, pruned_loss=0.05425, over 2478239.64 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06639, over 24481.36 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.2953, pruned_loss=0.06761, over 2467719.29 frames. utt_duration=1194 frames, utt_pad_proportion=0.0753, over 8274.08 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.0531, over 2479362.27 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06677, over 26012.09 utterances.], batch size: 98, lr: 2.93e-04
2022-08-29 03:29:48,083 INFO [train.py:927] (3/8) Epoch 13, batch 19350, libri_loss[loss=0.2563, simple_loss=0.3297, pruned_loss=0.09147, over 12393.00 frames. utt_duration=388.8 frames, utt_pad_proportion=0.3906, over 128.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2864, pruned_loss=0.05497, over 2477173.72 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06575, over 23599.76 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.295, pruned_loss=0.0675, over 2467297.63 frames. utt_duration=1191 frames, utt_pad_proportion=0.07736, over 8299.32 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2857, pruned_loss=0.05343, over 2479015.63 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06517, over 25690.84 utterances.], batch size: 128, lr: 2.93e-04
2022-08-29 03:31:47,556 INFO [train.py:927] (3/8) Epoch 13, batch 19400, giga_loss[loss=0.1875, simple_loss=0.2699, pruned_loss=0.05251, over 12419.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2855, pruned_loss=0.05433, over 2476908.99 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06669, over 23746.47 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.295, pruned_loss=0.06759, over 2467373.75 frames. utt_duration=1191 frames, utt_pad_proportion=0.07664, over 8296.61 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2847, pruned_loss=0.05269, over 2478523.48 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06627, over 25778.89 utterances.], batch size: 258, lr: 2.93e-04
2022-08-29 03:33:41,370 INFO [train.py:927] (3/8) Epoch 13, batch 19450, giga_loss[loss=0.1674, simple_loss=0.2703, pruned_loss=0.03225, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0379, over 113.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2863, pruned_loss=0.05334, over 2476609.85 frames. utt_duration=430 frames, utt_pad_proportion=0.06594, over 23104.39 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2952, pruned_loss=0.06781, over 2467326.74 frames. utt_duration=1193 frames, utt_pad_proportion=0.07556, over 8285.32 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2853, pruned_loss=0.0515, over 2478147.73 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06588, over 25073.50 utterances.], batch size: 113, lr: 2.93e-04
2022-08-29 03:35:52,339 INFO [train.py:927] (3/8) Epoch 13, batch 19500, libri_loss[loss=0.2277, simple_loss=0.3119, pruned_loss=0.07175, over 12440.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01561, over 40.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2873, pruned_loss=0.05344, over 2476852.12 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06563, over 23731.05 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.2951, pruned_loss=0.06769, over 2467130.79 frames. utt_duration=1196 frames, utt_pad_proportion=0.07476, over 8262.21 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2864, pruned_loss=0.05189, over 2478384.77 frames. utt_duration=389.5 frames, utt_pad_proportion=0.0658, over 25527.79 utterances.], batch size: 40, lr: 2.93e-04
2022-08-29 03:37:59,701 INFO [train.py:927] (3/8) Epoch 13, batch 19550, giga_loss[loss=0.1791, simple_loss=0.277, pruned_loss=0.04057, over 12358.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02865, over 85.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2867, pruned_loss=0.05309, over 2477542.40 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06543, over 23895.65 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2942, pruned_loss=0.06732, over 2467298.03 frames. utt_duration=1205 frames, utt_pad_proportion=0.07291, over 8202.99 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2865, pruned_loss=0.05174, over 2478930.24 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06603, over 25860.95 utterances.], batch size: 85, lr: 2.93e-04
2022-08-29 03:40:14,157 INFO [train.py:927] (3/8) Epoch 13, batch 19600, giga_loss[loss=0.2066, simple_loss=0.2983, pruned_loss=0.05738, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02667, over 48.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2876, pruned_loss=0.053, over 2477958.99 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06509, over 23949.58 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.294, pruned_loss=0.0671, over 2467399.25 frames. utt_duration=1207 frames, utt_pad_proportion=0.07181, over 8188.02 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2875, pruned_loss=0.05186, over 2479138.96 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06587, over 25790.09 utterances.], batch size: 48, lr: 2.93e-04
2022-08-29 03:42:31,573 INFO [train.py:927] (3/8) Epoch 13, batch 19650, giga_loss[loss=0.193, simple_loss=0.2864, pruned_loss=0.0498, over 12360.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.02747, over 97.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2888, pruned_loss=0.05364, over 2477634.77 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06496, over 23481.97 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2938, pruned_loss=0.06713, over 2467094.65 frames. utt_duration=1211 frames, utt_pad_proportion=0.07077, over 8161.39 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2889, pruned_loss=0.05246, over 2479029.32 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06587, over 25239.13 utterances.], batch size: 97, lr: 2.93e-04
2022-08-29 03:44:49,676 INFO [train.py:927] (3/8) Epoch 13, batch 19700, libri_loss[loss=0.2083, simple_loss=0.2916, pruned_loss=0.06247, over 12278.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006246, over 32.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2882, pruned_loss=0.05353, over 2477630.34 frames. utt_duration=436.5 frames, utt_pad_proportion=0.06324, over 22764.23 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2942, pruned_loss=0.06701, over 2467212.94 frames. utt_duration=1219 frames, utt_pad_proportion=0.0684, over 8107.94 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2876, pruned_loss=0.05213, over 2479093.52 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06474, over 24846.46 utterances.], batch size: 32, lr: 2.93e-04
2022-08-29 03:46:52,340 INFO [train.py:927] (3/8) Epoch 13, batch 19750, giga_loss[loss=0.2084, simple_loss=0.2849, pruned_loss=0.06597, over 12366.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1979, over 366.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.05336, over 2477724.26 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06881, over 23837.68 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.2942, pruned_loss=0.06702, over 2467205.44 frames. utt_duration=1217 frames, utt_pad_proportion=0.06829, over 8121.92 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2873, pruned_loss=0.05198, over 2479063.76 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06953, over 25738.14 utterances.], batch size: 366, lr: 2.93e-04
2022-08-29 03:48:51,703 INFO [train.py:927] (3/8) Epoch 13, batch 19800, giga_loss[loss=0.1811, simple_loss=0.2796, pruned_loss=0.04135, over 12402.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02607, over 91.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2891, pruned_loss=0.05402, over 2477110.55 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07095, over 24096.36 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.2944, pruned_loss=0.0673, over 2467009.32 frames. utt_duration=1207 frames, utt_pad_proportion=0.07159, over 8185.84 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2883, pruned_loss=0.05242, over 2478544.81 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07044, over 25844.56 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 03:50:41,105 INFO [train.py:927] (3/8) Epoch 13, batch 19850, giga_loss[loss=0.1924, simple_loss=0.2845, pruned_loss=0.05016, over 12436.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04891, over 162.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2878, pruned_loss=0.05398, over 2477212.33 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06937, over 24615.65 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.294, pruned_loss=0.06707, over 2466917.71 frames. utt_duration=1213 frames, utt_pad_proportion=0.07002, over 8142.81 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2874, pruned_loss=0.05255, over 2478714.30 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06948, over 26490.17 utterances.], batch size: 162, lr: 2.93e-04
2022-08-29 03:52:37,705 INFO [train.py:927] (3/8) Epoch 13, batch 19900, giga_loss[loss=0.2102, simple_loss=0.3096, pruned_loss=0.05545, over 12439.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04399, over 114.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2887, pruned_loss=0.05495, over 2476804.83 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07012, over 24926.37 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06688, over 2466554.18 frames. utt_duration=1217 frames, utt_pad_proportion=0.069, over 8119.20 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2884, pruned_loss=0.05374, over 2478548.35 frames. utt_duration=371.6 frames, utt_pad_proportion=0.07048, over 26766.70 utterances.], batch size: 114, lr: 2.93e-04
2022-08-29 03:54:23,270 INFO [train.py:927] (3/8) Epoch 13, batch 19950, giga_loss[loss=0.2039, simple_loss=0.3057, pruned_loss=0.05111, over 12441.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2949, pruned_loss=0.05804, over 2475555.00 frames. utt_duration=413.3 frames, utt_pad_proportion=0.07108, over 24028.98 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06691, over 2466378.61 frames. utt_duration=1220 frames, utt_pad_proportion=0.06799, over 8095.21 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2947, pruned_loss=0.05684, over 2477307.27 frames. utt_duration=384.1 frames, utt_pad_proportion=0.07163, over 25884.76 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 03:56:06,161 INFO [train.py:927] (3/8) Epoch 13, batch 20000, libri_loss[loss=0.2293, simple_loss=0.3055, pruned_loss=0.0765, over 12401.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.145, over 66.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.294, pruned_loss=0.05817, over 2475670.18 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07236, over 23064.13 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2933, pruned_loss=0.0667, over 2466683.20 frames. utt_duration=1221 frames, utt_pad_proportion=0.06716, over 8091.60 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2943, pruned_loss=0.05711, over 2477078.10 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07301, over 25051.65 utterances.], batch size: 66, lr: 2.93e-04
2022-08-29 03:57:50,771 INFO [train.py:927] (3/8) Epoch 13, batch 20050, libri_loss[loss=0.1541, simple_loss=0.2391, pruned_loss=0.03459, over 12311.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.06812, over 27.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2878, pruned_loss=0.05602, over 2475579.51 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07247, over 22495.94 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2926, pruned_loss=0.0664, over 2466647.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06622, over 8046.71 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2886, pruned_loss=0.05524, over 2476917.62 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07329, over 24448.65 utterances.], batch size: 27, lr: 2.93e-04
2022-08-29 03:59:35,558 INFO [train.py:927] (3/8) Epoch 13, batch 20100, giga_loss[loss=0.1578, simple_loss=0.2417, pruned_loss=0.03692, over 12294.00 frames. utt_duration=1448 frames, utt_pad_proportion=0.05602, over 34.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2795, pruned_loss=0.05301, over 2474825.28 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07066, over 21695.85 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2927, pruned_loss=0.06642, over 2466640.16 frames. utt_duration=1229 frames, utt_pad_proportion=0.06568, over 8038.27 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.28, pruned_loss=0.05229, over 2475946.62 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07164, over 23360.50 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 04:01:18,044 INFO [train.py:927] (3/8) Epoch 13, batch 20150, giga_loss[loss=0.1704, simple_loss=0.2542, pruned_loss=0.04331, over 12432.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03815, over 105.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2749, pruned_loss=0.05175, over 2474129.40 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07484, over 21726.49 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2931, pruned_loss=0.06658, over 2466349.67 frames. utt_duration=1231 frames, utt_pad_proportion=0.06484, over 8022.01 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2744, pruned_loss=0.05058, over 2475578.44 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07566, over 23517.99 utterances.], batch size: 105, lr: 2.93e-04
2022-08-29 04:03:03,256 INFO [train.py:927] (3/8) Epoch 13, batch 20200, giga_loss[loss=0.1473, simple_loss=0.2348, pruned_loss=0.02996, over 12416.00 frames. utt_duration=663.7 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.1854, simple_loss=0.2705, pruned_loss=0.05015, over 2473939.88 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07303, over 21044.57 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2934, pruned_loss=0.0668, over 2466417.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06876, over 8098.90 utterances.], giga_tot_loss[loss=0.1838, simple_loss=0.2697, pruned_loss=0.04895, over 2475043.58 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07254, over 22436.09 utterances.], batch size: 75, lr: 2.93e-04
2022-08-29 04:04:46,091 INFO [train.py:927] (3/8) Epoch 13, batch 20250, libri_loss[loss=0.1657, simple_loss=0.2517, pruned_loss=0.0399, over 12215.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.03455, over 27.00 utterances.], tot_loss[loss=0.1823, simple_loss=0.2668, pruned_loss=0.0489, over 2473814.43 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07175, over 20536.00 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.293, pruned_loss=0.06653, over 2466373.08 frames. utt_duration=1224 frames, utt_pad_proportion=0.06781, over 8068.71 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2656, pruned_loss=0.04752, over 2475039.69 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07181, over 22178.02 utterances.], batch size: 27, lr: 2.93e-04
2022-08-29 04:06:36,368 INFO [train.py:927] (3/8) Epoch 13, batch 20300, giga_loss[loss=0.1337, simple_loss=0.2156, pruned_loss=0.02587, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02734, over 48.00 utterances.], tot_loss[loss=0.1779, simple_loss=0.2619, pruned_loss=0.04698, over 2473675.83 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07358, over 20320.58 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2932, pruned_loss=0.06654, over 2466369.65 frames. utt_duration=1226 frames, utt_pad_proportion=0.06703, over 8056.77 utterances.], giga_tot_loss[loss=0.1759, simple_loss=0.2604, pruned_loss=0.04566, over 2474738.12 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07376, over 21781.13 utterances.], batch size: 48, lr: 2.93e-04
2022-08-29 04:08:18,406 INFO [train.py:927] (3/8) Epoch 13, batch 20350, giga_loss[loss=0.131, simple_loss=0.2095, pruned_loss=0.02627, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04331, over 34.00 utterances.], tot_loss[loss=0.1737, simple_loss=0.2571, pruned_loss=0.04512, over 2473843.16 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07156, over 19786.20 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06674, over 2466450.66 frames. utt_duration=1215 frames, utt_pad_proportion=0.07143, over 8130.26 utterances.], giga_tot_loss[loss=0.1714, simple_loss=0.2553, pruned_loss=0.04369, over 2474675.53 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07019, over 20968.88 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 04:10:02,138 INFO [train.py:927] (3/8) Epoch 13, batch 20400, giga_loss[loss=0.2755, simple_loss=0.3332, pruned_loss=0.1089, over 12360.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2628, pruned_loss=0.04796, over 2472898.96 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07136, over 19810.35 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2932, pruned_loss=0.06655, over 2466356.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.07038, over 8104.90 utterances.], giga_tot_loss[loss=0.1772, simple_loss=0.2611, pruned_loss=0.04664, over 2473752.29 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07063, over 20970.77 utterances.], batch size: 365, lr: 2.93e-04
2022-08-29 04:11:43,962 INFO [train.py:927] (3/8) Epoch 13, batch 20450, giga_loss[loss=0.2199, simple_loss=0.3057, pruned_loss=0.06698, over 12404.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06308, over 183.00 utterances.], tot_loss[loss=0.1887, simple_loss=0.2724, pruned_loss=0.05247, over 2473439.78 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06831, over 19374.25 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.293, pruned_loss=0.06652, over 2466481.68 frames. utt_duration=1221 frames, utt_pad_proportion=0.06988, over 8087.88 utterances.], giga_tot_loss[loss=0.1868, simple_loss=0.271, pruned_loss=0.05131, over 2474057.92 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06805, over 20407.51 utterances.], batch size: 183, lr: 2.93e-04
2022-08-29 04:13:26,829 INFO [train.py:927] (3/8) Epoch 13, batch 20500, giga_loss[loss=0.2132, simple_loss=0.3191, pruned_loss=0.05369, over 12424.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.0663, over 184.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2786, pruned_loss=0.05437, over 2472950.22 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06858, over 19245.06 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2925, pruned_loss=0.06622, over 2466616.45 frames. utt_duration=1224 frames, utt_pad_proportion=0.06907, over 8070.92 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2775, pruned_loss=0.05342, over 2473462.22 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06864, over 20323.89 utterances.], batch size: 184, lr: 2.93e-04
2022-08-29 04:15:12,281 INFO [train.py:927] (3/8) Epoch 13, batch 20550, giga_loss[loss=0.2186, simple_loss=0.3033, pruned_loss=0.06694, over 12427.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04724, over 34.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2828, pruned_loss=0.05587, over 2473273.87 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06809, over 19070.42 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2927, pruned_loss=0.06634, over 2467008.34 frames. utt_duration=1211 frames, utt_pad_proportion=0.07248, over 8158.07 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2814, pruned_loss=0.05468, over 2473491.99 frames. utt_duration=492.4 frames, utt_pad_proportion=0.0668, over 20151.79 utterances.], batch size: 34, lr: 2.93e-04
2022-08-29 04:16:57,663 INFO [train.py:927] (3/8) Epoch 13, batch 20600, giga_loss[loss=0.2415, simple_loss=0.315, pruned_loss=0.08406, over 12352.00 frames. utt_duration=132.5 frames, utt_pad_proportion=0.2205, over 377.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2871, pruned_loss=0.05842, over 2472944.53 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07059, over 18880.73 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2928, pruned_loss=0.0664, over 2466981.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.07026, over 8116.81 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2855, pruned_loss=0.05702, over 2473373.78 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07012, over 20222.24 utterances.], batch size: 377, lr: 2.93e-04
2022-08-29 04:18:40,811 INFO [train.py:927] (3/8) Epoch 13, batch 20650, giga_loss[loss=0.2034, simple_loss=0.2999, pruned_loss=0.05346, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2912, pruned_loss=0.06039, over 2473137.34 frames. utt_duration=530.2 frames, utt_pad_proportion=0.07144, over 18712.13 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2927, pruned_loss=0.06635, over 2466928.74 frames. utt_duration=1219 frames, utt_pad_proportion=0.06976, over 8102.66 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.29, pruned_loss=0.05929, over 2473582.83 frames. utt_duration=499.3 frames, utt_pad_proportion=0.0712, over 19876.94 utterances.], batch size: 70, lr: 2.93e-04
2022-08-29 04:20:22,510 INFO [train.py:927] (3/8) Epoch 13, batch 20700, giga_loss[loss=0.2106, simple_loss=0.294, pruned_loss=0.0636, over 12388.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03447, over 80.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2944, pruned_loss=0.06131, over 2472869.97 frames. utt_duration=520.2 frames, utt_pad_proportion=0.0762, over 19068.19 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2929, pruned_loss=0.0663, over 2467158.80 frames. utt_duration=1218 frames, utt_pad_proportion=0.06984, over 8113.24 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2933, pruned_loss=0.0604, over 2473088.75 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07581, over 20131.53 utterances.], batch size: 80, lr: 2.93e-04
2022-08-29 04:22:05,791 INFO [train.py:927] (3/8) Epoch 13, batch 20750, giga_loss[loss=0.1938, simple_loss=0.2881, pruned_loss=0.04978, over 12444.00 frames. utt_duration=441.9 frames, utt_pad_proportion=0.03307, over 113.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2949, pruned_loss=0.06018, over 2472893.59 frames. utt_duration=547.3 frames, utt_pad_proportion=0.07029, over 18121.27 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2928, pruned_loss=0.06624, over 2467006.48 frames. utt_duration=1223 frames, utt_pad_proportion=0.06827, over 8081.32 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2942, pruned_loss=0.05937, over 2473371.20 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07092, over 19287.85 utterances.], batch size: 113, lr: 2.93e-04
2022-08-29 04:23:49,526 INFO [train.py:927] (3/8) Epoch 13, batch 20800, giga_loss[loss=0.2135, simple_loss=0.2992, pruned_loss=0.06384, over 12366.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03145, over 51.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2959, pruned_loss=0.0607, over 2473318.63 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06849, over 17616.05 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2931, pruned_loss=0.06656, over 2467239.22 frames. utt_duration=1218 frames, utt_pad_proportion=0.0683, over 8113.99 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05958, over 2473669.20 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06912, over 18800.39 utterances.], batch size: 51, lr: 2.93e-04
2022-08-29 04:25:32,251 INFO [train.py:927] (3/8) Epoch 13, batch 20850, giga_loss[loss=0.2642, simple_loss=0.3354, pruned_loss=0.09647, over 12390.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06371, over 183.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2985, pruned_loss=0.06328, over 2473126.25 frames. utt_duration=555.5 frames, utt_pad_proportion=0.07565, over 17857.21 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2938, pruned_loss=0.06702, over 2467431.63 frames. utt_duration=1194 frames, utt_pad_proportion=0.07552, over 8277.22 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2974, pruned_loss=0.06189, over 2473388.33 frames. utt_duration=526 frames, utt_pad_proportion=0.07311, over 18863.93 utterances.], batch size: 183, lr: 2.93e-04
2022-08-29 04:27:16,260 INFO [train.py:927] (3/8) Epoch 13, batch 20900, giga_loss[loss=0.1982, simple_loss=0.2844, pruned_loss=0.05602, over 12403.00 frames. utt_duration=546.9 frames, utt_pad_proportion=0.02519, over 91.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2979, pruned_loss=0.0642, over 2473713.96 frames. utt_duration=566.3 frames, utt_pad_proportion=0.07374, over 17519.32 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2933, pruned_loss=0.06678, over 2467747.95 frames. utt_duration=1192 frames, utt_pad_proportion=0.07702, over 8292.54 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2976, pruned_loss=0.06312, over 2473940.42 frames. utt_duration=529.6 frames, utt_pad_proportion=0.07116, over 18739.29 utterances.], batch size: 91, lr: 2.93e-04
2022-08-29 04:29:02,051 INFO [train.py:927] (3/8) Epoch 13, batch 20950, giga_loss[loss=0.203, simple_loss=0.2877, pruned_loss=0.05915, over 12381.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03464, over 80.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2974, pruned_loss=0.06462, over 2474313.48 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06953, over 17059.61 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2935, pruned_loss=0.067, over 2468282.20 frames. utt_duration=1183 frames, utt_pad_proportion=0.07906, over 8356.11 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2971, pruned_loss=0.06347, over 2474264.08 frames. utt_duration=542 frames, utt_pad_proportion=0.06681, over 18309.23 utterances.], batch size: 80, lr: 2.93e-04
2022-08-29 04:30:45,356 INFO [train.py:927] (3/8) Epoch 13, batch 21000, giga_loss[loss=0.1906, simple_loss=0.2836, pruned_loss=0.04881, over 12425.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0393, over 123.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2965, pruned_loss=0.06399, over 2474529.12 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06635, over 17398.67 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2934, pruned_loss=0.067, over 2468362.60 frames. utt_duration=1187 frames, utt_pad_proportion=0.07753, over 8331.46 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2965, pruned_loss=0.06301, over 2474572.65 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06489, over 18651.16 utterances.], batch size: 123, lr: 2.92e-04
2022-08-29 04:30:45,357 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 04:31:00,662 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1722, simple_loss=0.2827, pruned_loss=0.03091, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 04:32:43,735 INFO [train.py:927] (3/8) Epoch 13, batch 21050, giga_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06502, over 12377.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03516, over 122.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2932, pruned_loss=0.0625, over 2475151.88 frames. utt_duration=554.3 frames, utt_pad_proportion=0.0652, over 17911.08 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06687, over 2468287.51 frames. utt_duration=1189 frames, utt_pad_proportion=0.07638, over 8313.05 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2935, pruned_loss=0.06175, over 2475370.70 frames. utt_duration=520 frames, utt_pad_proportion=0.06452, over 19096.68 utterances.], batch size: 122, lr: 2.92e-04
2022-08-29 04:34:25,684 INFO [train.py:927] (3/8) Epoch 13, batch 21100, giga_loss[loss=0.1788, simple_loss=0.2632, pruned_loss=0.04721, over 12204.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03159, over 39.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2898, pruned_loss=0.06161, over 2474559.54 frames. utt_duration=534.8 frames, utt_pad_proportion=0.07204, over 18560.12 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06681, over 2468435.65 frames. utt_duration=1185 frames, utt_pad_proportion=0.07801, over 8343.53 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2899, pruned_loss=0.06089, over 2474839.89 frames. utt_duration=501 frames, utt_pad_proportion=0.07027, over 19819.69 utterances.], batch size: 39, lr: 2.92e-04
2022-08-29 04:36:06,849 INFO [train.py:927] (3/8) Epoch 13, batch 21150, giga_loss[loss=0.2052, simple_loss=0.2859, pruned_loss=0.06221, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03001, over 48.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2895, pruned_loss=0.06165, over 2474806.54 frames. utt_duration=508 frames, utt_pad_proportion=0.07923, over 19545.70 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2934, pruned_loss=0.06694, over 2468552.88 frames. utt_duration=1174 frames, utt_pad_proportion=0.08195, over 8424.68 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2894, pruned_loss=0.06094, over 2474980.54 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07614, over 20569.55 utterances.], batch size: 48, lr: 2.92e-04
2022-08-29 04:37:44,903 INFO [train.py:927] (3/8) Epoch 13, batch 21200, libri_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06366, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005623, over 35.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2883, pruned_loss=0.06124, over 2474440.17 frames. utt_duration=515 frames, utt_pad_proportion=0.07419, over 19273.65 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2932, pruned_loss=0.0669, over 2468517.81 frames. utt_duration=1177 frames, utt_pad_proportion=0.0809, over 8402.54 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2882, pruned_loss=0.06054, over 2474775.10 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07225, over 20411.05 utterances.], batch size: 35, lr: 2.92e-04
2022-08-29 04:39:26,076 INFO [train.py:927] (3/8) Epoch 13, batch 21250, giga_loss[loss=0.1616, simple_loss=0.2396, pruned_loss=0.04178, over 12394.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04792, over 31.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2851, pruned_loss=0.06014, over 2473661.54 frames. utt_duration=511.9 frames, utt_pad_proportion=0.07632, over 19384.49 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2936, pruned_loss=0.06716, over 2468473.96 frames. utt_duration=1177 frames, utt_pad_proportion=0.08027, over 8396.55 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2845, pruned_loss=0.05924, over 2474010.63 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07492, over 20441.86 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 04:41:06,806 INFO [train.py:927] (3/8) Epoch 13, batch 21300, libri_loss[loss=0.1876, simple_loss=0.2781, pruned_loss=0.04855, over 12461.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00556, over 32.00 utterances.], tot_loss[loss=0.2, simple_loss=0.282, pruned_loss=0.05893, over 2473286.08 frames. utt_duration=550.1 frames, utt_pad_proportion=0.07016, over 18033.57 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.2939, pruned_loss=0.06706, over 2468610.69 frames. utt_duration=1178 frames, utt_pad_proportion=0.07934, over 8389.64 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2811, pruned_loss=0.05811, over 2473576.03 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06958, over 19166.09 utterances.], batch size: 32, lr: 2.92e-04
2022-08-29 04:42:46,251 INFO [train.py:927] (3/8) Epoch 13, batch 21350, giga_loss[loss=0.1873, simple_loss=0.2622, pruned_loss=0.05617, over 12389.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2791, pruned_loss=0.05776, over 2473186.27 frames. utt_duration=556.2 frames, utt_pad_proportion=0.07019, over 17835.73 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2938, pruned_loss=0.06696, over 2468839.02 frames. utt_duration=1181 frames, utt_pad_proportion=0.07872, over 8375.78 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2784, pruned_loss=0.05714, over 2473262.24 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06991, over 18817.94 utterances.], batch size: 51, lr: 2.92e-04
2022-08-29 04:44:27,306 INFO [train.py:927] (3/8) Epoch 13, batch 21400, giga_loss[loss=0.1849, simple_loss=0.263, pruned_loss=0.05343, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04936, over 34.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2763, pruned_loss=0.05676, over 2473058.77 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06659, over 16985.60 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2934, pruned_loss=0.06691, over 2468869.03 frames. utt_duration=1188 frames, utt_pad_proportion=0.07705, over 8322.25 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2756, pruned_loss=0.05604, over 2473192.45 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06714, over 18059.21 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 04:46:08,633 INFO [train.py:927] (3/8) Epoch 13, batch 21450, giga_loss[loss=0.233, simple_loss=0.3172, pruned_loss=0.07445, over 12430.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.0514, over 162.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2765, pruned_loss=0.05712, over 2472710.09 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06685, over 17223.33 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2932, pruned_loss=0.06674, over 2468465.31 frames. utt_duration=1192 frames, utt_pad_proportion=0.07623, over 8294.56 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2759, pruned_loss=0.05657, over 2473241.21 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06755, over 18219.65 utterances.], batch size: 162, lr: 2.92e-04
2022-08-29 04:47:54,706 INFO [train.py:927] (3/8) Epoch 13, batch 21500, giga_loss[loss=0.227, simple_loss=0.3102, pruned_loss=0.07192, over 12455.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2796, pruned_loss=0.05883, over 2472878.26 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06335, over 17081.15 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2928, pruned_loss=0.06666, over 2468328.33 frames. utt_duration=1197 frames, utt_pad_proportion=0.07481, over 8255.53 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.279, pruned_loss=0.05822, over 2473549.33 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06457, over 18154.33 utterances.], batch size: 98, lr: 2.92e-04
2022-08-29 04:49:36,646 INFO [train.py:927] (3/8) Epoch 13, batch 21550, giga_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05812, over 12402.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03367, over 113.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2856, pruned_loss=0.06156, over 2474090.91 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06323, over 17998.95 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.06675, over 2468505.79 frames. utt_duration=1198 frames, utt_pad_proportion=0.07367, over 8249.49 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2848, pruned_loss=0.06088, over 2474553.34 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06454, over 19023.46 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 04:51:21,040 INFO [train.py:927] (3/8) Epoch 13, batch 21600, giga_loss[loss=0.2468, simple_loss=0.3371, pruned_loss=0.07829, over 12432.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.03578, over 113.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2909, pruned_loss=0.06322, over 2473754.92 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06765, over 18252.32 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2931, pruned_loss=0.06691, over 2468262.23 frames. utt_duration=1203 frames, utt_pad_proportion=0.07218, over 8216.47 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.29, pruned_loss=0.0624, over 2474496.60 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06891, over 19369.52 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 04:53:00,591 INFO [train.py:927] (3/8) Epoch 13, batch 21650, giga_loss[loss=0.1854, simple_loss=0.2827, pruned_loss=0.04404, over 12447.00 frames. utt_duration=375.9 frames, utt_pad_proportion=0.03609, over 133.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2958, pruned_loss=0.06564, over 2473978.26 frames. utt_duration=521.2 frames, utt_pad_proportion=0.07399, over 19042.81 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.0669, over 2468697.51 frames. utt_duration=1193 frames, utt_pad_proportion=0.07536, over 8290.89 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2952, pruned_loss=0.06494, over 2474324.44 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07331, over 20157.55 utterances.], batch size: 133, lr: 2.92e-04
2022-08-29 04:54:39,600 INFO [train.py:927] (3/8) Epoch 13, batch 21700, giga_loss[loss=0.198, simple_loss=0.2948, pruned_loss=0.05064, over 12343.00 frames. utt_duration=915.8 frames, utt_pad_proportion=0.02162, over 54.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06384, over 2473480.84 frames. utt_duration=518.3 frames, utt_pad_proportion=0.07587, over 19145.33 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2933, pruned_loss=0.067, over 2468989.76 frames. utt_duration=1198 frames, utt_pad_proportion=0.07401, over 8257.27 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2936, pruned_loss=0.06314, over 2473670.85 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07581, over 20428.82 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 04:56:20,278 INFO [train.py:927] (3/8) Epoch 13, batch 21750, giga_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05734, over 12397.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03351, over 80.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2937, pruned_loss=0.06252, over 2473988.32 frames. utt_duration=544.7 frames, utt_pad_proportion=0.07215, over 18219.05 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2932, pruned_loss=0.06694, over 2469315.95 frames. utt_duration=1196 frames, utt_pad_proportion=0.07365, over 8266.48 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2934, pruned_loss=0.0619, over 2473980.16 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07251, over 19579.49 utterances.], batch size: 80, lr: 2.92e-04
2022-08-29 04:58:03,951 INFO [train.py:927] (3/8) Epoch 13, batch 21800, giga_loss[loss=0.2126, simple_loss=0.3001, pruned_loss=0.06254, over 12395.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02508, over 66.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2951, pruned_loss=0.06325, over 2474161.23 frames. utt_duration=537.2 frames, utt_pad_proportion=0.07188, over 18473.63 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06683, over 2469619.75 frames. utt_duration=1200 frames, utt_pad_proportion=0.07288, over 8243.65 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.295, pruned_loss=0.06279, over 2473956.31 frames. utt_duration=504 frames, utt_pad_proportion=0.07245, over 19693.61 utterances.], batch size: 66, lr: 2.92e-04
2022-08-29 04:59:47,535 INFO [train.py:927] (3/8) Epoch 13, batch 21850, giga_loss[loss=0.2941, simple_loss=0.351, pruned_loss=0.1186, over 12374.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1019, over 257.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2963, pruned_loss=0.06399, over 2472930.74 frames. utt_duration=553.1 frames, utt_pad_proportion=0.07011, over 17933.69 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.293, pruned_loss=0.06674, over 2469168.89 frames. utt_duration=1198 frames, utt_pad_proportion=0.07302, over 8254.36 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2963, pruned_loss=0.06366, over 2473284.72 frames. utt_duration=520 frames, utt_pad_proportion=0.07059, over 19080.72 utterances.], batch size: 257, lr: 2.92e-04
2022-08-29 05:01:32,058 INFO [train.py:927] (3/8) Epoch 13, batch 21900, giga_loss[loss=0.24, simple_loss=0.3162, pruned_loss=0.08186, over 12471.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04573, over 34.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2984, pruned_loss=0.06537, over 2473301.93 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06496, over 17667.17 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2931, pruned_loss=0.06686, over 2468979.20 frames. utt_duration=1199 frames, utt_pad_proportion=0.07245, over 8244.85 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2983, pruned_loss=0.06499, over 2473769.11 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06581, over 18660.67 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 05:03:11,779 INFO [train.py:927] (3/8) Epoch 13, batch 21950, giga_loss[loss=0.2071, simple_loss=0.2954, pruned_loss=0.05942, over 12474.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04247, over 34.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2994, pruned_loss=0.06571, over 2472635.07 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06665, over 17308.66 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2931, pruned_loss=0.06694, over 2469028.23 frames. utt_duration=1204 frames, utt_pad_proportion=0.07066, over 8214.96 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2995, pruned_loss=0.06526, over 2473067.99 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06791, over 18429.74 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 05:04:53,981 INFO [train.py:927] (3/8) Epoch 13, batch 22000, giga_loss[loss=0.2214, simple_loss=0.3106, pruned_loss=0.06614, over 12368.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03112, over 58.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2997, pruned_loss=0.06594, over 2472564.30 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06579, over 17188.95 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2924, pruned_loss=0.06652, over 2469438.49 frames. utt_duration=1211 frames, utt_pad_proportion=0.06941, over 8169.08 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3004, pruned_loss=0.06592, over 2472633.91 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06733, over 18320.65 utterances.], batch size: 58, lr: 2.92e-04
2022-08-29 05:06:35,351 INFO [train.py:927] (3/8) Epoch 13, batch 22050, giga_loss[loss=0.1996, simple_loss=0.2827, pruned_loss=0.05822, over 12410.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04906, over 34.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2995, pruned_loss=0.06629, over 2473190.08 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06459, over 17403.68 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2929, pruned_loss=0.06667, over 2469208.21 frames. utt_duration=1209 frames, utt_pad_proportion=0.06935, over 8182.48 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2998, pruned_loss=0.06614, over 2473484.70 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06588, over 18402.39 utterances.], batch size: 34, lr: 2.92e-04
2022-08-29 05:08:17,861 INFO [train.py:927] (3/8) Epoch 13, batch 22100, giga_loss[loss=0.2261, simple_loss=0.31, pruned_loss=0.0711, over 12356.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02965, over 70.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2996, pruned_loss=0.06679, over 2472147.30 frames. utt_duration=593.6 frames, utt_pad_proportion=0.063, over 16699.95 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.293, pruned_loss=0.06667, over 2468801.07 frames. utt_duration=1200 frames, utt_pad_proportion=0.07177, over 8237.29 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3, pruned_loss=0.06667, over 2472892.95 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06298, over 17782.63 utterances.], batch size: 70, lr: 2.92e-04
2022-08-29 05:09:57,940 INFO [train.py:927] (3/8) Epoch 13, batch 22150, giga_loss[loss=0.2096, simple_loss=0.2964, pruned_loss=0.06135, over 12284.00 frames. utt_duration=911.2 frames, utt_pad_proportion=0.02645, over 54.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2996, pruned_loss=0.06641, over 2471382.99 frames. utt_duration=614.6 frames, utt_pad_proportion=0.06455, over 16123.20 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.293, pruned_loss=0.06666, over 2468538.10 frames. utt_duration=1203 frames, utt_pad_proportion=0.07103, over 8220.36 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3001, pruned_loss=0.06633, over 2472287.10 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06473, over 17229.05 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 05:11:40,178 INFO [train.py:927] (3/8) Epoch 13, batch 22200, giga_loss[loss=0.2392, simple_loss=0.316, pruned_loss=0.08122, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03652, over 28.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.299, pruned_loss=0.06586, over 2471647.86 frames. utt_duration=624.7 frames, utt_pad_proportion=0.06321, over 15865.34 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2925, pruned_loss=0.06633, over 2468495.04 frames. utt_duration=1204 frames, utt_pad_proportion=0.06999, over 8210.00 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3, pruned_loss=0.06606, over 2472493.99 frames. utt_duration=584.5 frames, utt_pad_proportion=0.06383, over 16964.25 utterances.], batch size: 28, lr: 2.92e-04
2022-08-29 05:13:22,513 INFO [train.py:927] (3/8) Epoch 13, batch 22250, giga_loss[loss=0.201, simple_loss=0.2842, pruned_loss=0.05886, over 12417.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.0408, over 26.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2974, pruned_loss=0.06549, over 2471977.65 frames. utt_duration=612 frames, utt_pad_proportion=0.0677, over 16195.44 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2924, pruned_loss=0.06625, over 2468568.51 frames. utt_duration=1209 frames, utt_pad_proportion=0.06852, over 8179.04 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2984, pruned_loss=0.0657, over 2472687.29 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06858, over 17318.59 utterances.], batch size: 26, lr: 2.92e-04
2022-08-29 05:15:10,253 INFO [train.py:927] (3/8) Epoch 13, batch 22300, giga_loss[loss=0.2085, simple_loss=0.2916, pruned_loss=0.06273, over 12455.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03355, over 86.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2962, pruned_loss=0.06513, over 2472000.47 frames. utt_duration=601.2 frames, utt_pad_proportion=0.06632, over 16489.17 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2924, pruned_loss=0.06619, over 2468526.72 frames. utt_duration=1214 frames, utt_pad_proportion=0.06718, over 8145.90 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2971, pruned_loss=0.06533, over 2472701.37 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06764, over 17650.17 utterances.], batch size: 86, lr: 2.92e-04
2022-08-29 05:16:49,963 INFO [train.py:927] (3/8) Epoch 13, batch 22350, giga_loss[loss=0.1866, simple_loss=0.2738, pruned_loss=0.04972, over 12402.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02845, over 62.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.294, pruned_loss=0.06418, over 2472113.95 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06367, over 16444.85 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2921, pruned_loss=0.06608, over 2468119.07 frames. utt_duration=1206 frames, utt_pad_proportion=0.07015, over 8193.23 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2951, pruned_loss=0.06442, over 2473145.12 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06374, over 17565.43 utterances.], batch size: 62, lr: 2.92e-04
2022-08-29 05:18:35,453 INFO [train.py:927] (3/8) Epoch 13, batch 22400, giga_loss[loss=0.2213, simple_loss=0.2898, pruned_loss=0.07639, over 12454.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03328, over 43.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2903, pruned_loss=0.06248, over 2472350.88 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06486, over 16916.78 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2922, pruned_loss=0.06609, over 2468121.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.06962, over 8185.33 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2911, pruned_loss=0.06263, over 2473192.15 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06506, over 17881.33 utterances.], batch size: 43, lr: 2.92e-04
2022-08-29 05:20:17,822 INFO [train.py:927] (3/8) Epoch 13, batch 22450, libri_loss[loss=0.2278, simple_loss=0.3079, pruned_loss=0.07381, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01013, over 39.00 utterances.], tot_loss[loss=0.205, simple_loss=0.288, pruned_loss=0.061, over 2472035.64 frames. utt_duration=584.1 frames, utt_pad_proportion=0.0628, over 16971.12 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2923, pruned_loss=0.06606, over 2467597.98 frames. utt_duration=1206 frames, utt_pad_proportion=0.069, over 8191.87 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2885, pruned_loss=0.06102, over 2473276.31 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06325, over 17975.26 utterances.], batch size: 39, lr: 2.92e-04
2022-08-29 05:21:56,659 INFO [train.py:927] (3/8) Epoch 13, batch 22500, giga_loss[loss=0.2289, simple_loss=0.3095, pruned_loss=0.07418, over 12433.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03636, over 123.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2878, pruned_loss=0.06015, over 2472043.42 frames. utt_duration=600.9 frames, utt_pad_proportion=0.06008, over 16495.66 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2922, pruned_loss=0.06606, over 2467914.35 frames. utt_duration=1197 frames, utt_pad_proportion=0.07299, over 8259.16 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2881, pruned_loss=0.06004, over 2472863.40 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05888, over 17472.49 utterances.], batch size: 123, lr: 2.92e-04
2022-08-29 05:23:37,439 INFO [train.py:927] (3/8) Epoch 13, batch 22550, giga_loss[loss=0.1984, simple_loss=0.2984, pruned_loss=0.04916, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02916, over 45.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.289, pruned_loss=0.05973, over 2472407.80 frames. utt_duration=598.7 frames, utt_pad_proportion=0.05651, over 16560.27 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2922, pruned_loss=0.06607, over 2468175.94 frames. utt_duration=1192 frames, utt_pad_proportion=0.07315, over 8290.26 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2892, pruned_loss=0.05949, over 2472927.29 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05549, over 17497.23 utterances.], batch size: 45, lr: 2.92e-04
2022-08-29 05:25:17,351 INFO [train.py:927] (3/8) Epoch 13, batch 22600, giga_loss[loss=0.1703, simple_loss=0.2528, pruned_loss=0.04391, over 12407.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04604, over 31.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2886, pruned_loss=0.05879, over 2473125.50 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05933, over 17573.27 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2923, pruned_loss=0.06614, over 2468299.97 frames. utt_duration=1184 frames, utt_pad_proportion=0.07627, over 8349.58 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2886, pruned_loss=0.05846, over 2473482.18 frames. utt_duration=540 frames, utt_pad_proportion=0.05706, over 18372.71 utterances.], batch size: 31, lr: 2.92e-04
2022-08-29 05:26:58,349 INFO [train.py:927] (3/8) Epoch 13, batch 22650, giga_loss[loss=0.2259, simple_loss=0.3165, pruned_loss=0.06765, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03091, over 97.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2893, pruned_loss=0.05914, over 2473469.69 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05692, over 17998.99 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2923, pruned_loss=0.06604, over 2468360.55 frames. utt_duration=1185 frames, utt_pad_proportion=0.07555, over 8341.35 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2893, pruned_loss=0.05876, over 2473835.93 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05531, over 18897.64 utterances.], batch size: 97, lr: 2.92e-04
2022-08-29 05:28:39,413 INFO [train.py:927] (3/8) Epoch 13, batch 22700, giga_loss[loss=0.2132, simple_loss=0.303, pruned_loss=0.06176, over 12376.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04549, over 146.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2906, pruned_loss=0.05991, over 2473838.98 frames. utt_duration=554 frames, utt_pad_proportion=0.05625, over 17910.04 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.292, pruned_loss=0.06603, over 2468353.69 frames. utt_duration=1179 frames, utt_pad_proportion=0.07801, over 8382.18 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2907, pruned_loss=0.05932, over 2474371.50 frames. utt_duration=522.7 frames, utt_pad_proportion=0.05353, over 18990.69 utterances.], batch size: 146, lr: 2.92e-04
2022-08-29 05:30:20,670 INFO [train.py:927] (3/8) Epoch 13, batch 22750, giga_loss[loss=0.2485, simple_loss=0.3311, pruned_loss=0.08293, over 12384.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03955, over 113.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2924, pruned_loss=0.06079, over 2473881.45 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05547, over 17792.78 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2917, pruned_loss=0.06588, over 2468517.05 frames. utt_duration=1182 frames, utt_pad_proportion=0.07714, over 8362.98 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2927, pruned_loss=0.06032, over 2474281.71 frames. utt_duration=525.5 frames, utt_pad_proportion=0.05347, over 18888.52 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 05:32:02,030 INFO [train.py:927] (3/8) Epoch 13, batch 22800, giga_loss[loss=0.2024, simple_loss=0.2937, pruned_loss=0.05553, over 12430.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03286, over 75.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.293, pruned_loss=0.0607, over 2474134.84 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05788, over 17771.75 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2916, pruned_loss=0.06575, over 2468556.01 frames. utt_duration=1185 frames, utt_pad_proportion=0.07659, over 8345.38 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2934, pruned_loss=0.06042, over 2474461.77 frames. utt_duration=529.6 frames, utt_pad_proportion=0.05637, over 18742.89 utterances.], batch size: 75, lr: 2.92e-04
2022-08-29 05:33:42,752 INFO [train.py:927] (3/8) Epoch 13, batch 22850, giga_loss[loss=0.2178, simple_loss=0.3057, pruned_loss=0.06495, over 12344.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03401, over 104.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2931, pruned_loss=0.06053, over 2474012.91 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05503, over 17301.40 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2915, pruned_loss=0.06564, over 2468528.97 frames. utt_duration=1189 frames, utt_pad_proportion=0.07527, over 8318.09 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2935, pruned_loss=0.06029, over 2474424.00 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05429, over 18297.40 utterances.], batch size: 104, lr: 2.92e-04
2022-08-29 05:35:23,573 INFO [train.py:927] (3/8) Epoch 13, batch 22900, giga_loss[loss=0.1999, simple_loss=0.2919, pruned_loss=0.05394, over 12391.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03693, over 113.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2916, pruned_loss=0.06011, over 2473014.16 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05326, over 17005.18 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2915, pruned_loss=0.06561, over 2468210.89 frames. utt_duration=1194 frames, utt_pad_proportion=0.07334, over 8279.68 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2919, pruned_loss=0.05978, over 2473812.25 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05331, over 18134.71 utterances.], batch size: 113, lr: 2.92e-04
2022-08-29 05:37:04,120 INFO [train.py:927] (3/8) Epoch 13, batch 22950, giga_loss[loss=0.2271, simple_loss=0.3016, pruned_loss=0.07625, over 12312.00 frames. utt_duration=913.5 frames, utt_pad_proportion=0.02406, over 54.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2901, pruned_loss=0.05979, over 2473505.78 frames. utt_duration=593.2 frames, utt_pad_proportion=0.05351, over 16722.33 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2918, pruned_loss=0.06587, over 2468475.60 frames. utt_duration=1199 frames, utt_pad_proportion=0.07137, over 8248.09 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.29, pruned_loss=0.05901, over 2474112.49 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05395, over 18059.46 utterances.], batch size: 54, lr: 2.92e-04
2022-08-29 05:38:45,112 INFO [train.py:927] (3/8) Epoch 13, batch 23000, libri_loss[loss=0.178, simple_loss=0.2724, pruned_loss=0.04177, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004886, over 35.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2909, pruned_loss=0.05915, over 2472712.90 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05341, over 16896.85 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.0658, over 2468050.34 frames. utt_duration=1201 frames, utt_pad_proportion=0.06994, over 8230.77 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2908, pruned_loss=0.05835, over 2473745.11 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05408, over 18301.47 utterances.], batch size: 35, lr: 2.92e-04
2022-08-29 05:40:24,892 INFO [train.py:927] (3/8) Epoch 13, batch 23050, giga_loss[loss=0.1842, simple_loss=0.2699, pruned_loss=0.0492, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03059, over 55.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2891, pruned_loss=0.05863, over 2472797.70 frames. utt_duration=598.6 frames, utt_pad_proportion=0.0561, over 16565.69 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2919, pruned_loss=0.06586, over 2468355.96 frames. utt_duration=1202 frames, utt_pad_proportion=0.06934, over 8224.75 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.289, pruned_loss=0.0578, over 2473451.45 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05662, over 17889.01 utterances.], batch size: 55, lr: 2.92e-04
2022-08-29 05:42:04,282 INFO [train.py:927] (3/8) Epoch 13, batch 23100, giga_loss[loss=0.2071, simple_loss=0.2872, pruned_loss=0.06345, over 12396.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03363, over 80.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2883, pruned_loss=0.05919, over 2473083.50 frames. utt_duration=587.5 frames, utt_pad_proportion=0.05485, over 16880.61 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2921, pruned_loss=0.06604, over 2468714.34 frames. utt_duration=1195 frames, utt_pad_proportion=0.07252, over 8275.24 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.288, pruned_loss=0.05826, over 2473362.97 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05406, over 18042.97 utterances.], batch size: 80, lr: 2.92e-04
2022-08-29 05:43:45,013 INFO [train.py:927] (3/8) Epoch 13, batch 23150, giga_loss[loss=0.1766, simple_loss=0.2629, pruned_loss=0.04517, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2859, pruned_loss=0.05848, over 2473775.92 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05263, over 16913.72 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2919, pruned_loss=0.06597, over 2468805.77 frames. utt_duration=1197 frames, utt_pad_proportion=0.07231, over 8262.86 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2857, pruned_loss=0.05779, over 2473934.26 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05218, over 17872.59 utterances.], batch size: 51, lr: 2.92e-04
2022-08-29 05:45:28,189 INFO [train.py:927] (3/8) Epoch 13, batch 23200, giga_loss[loss=0.2042, simple_loss=0.2882, pruned_loss=0.06015, over 12396.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2834, pruned_loss=0.05772, over 2473531.65 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05517, over 17636.85 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06597, over 2468779.36 frames. utt_duration=1192 frames, utt_pad_proportion=0.07276, over 8295.53 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.283, pruned_loss=0.05705, over 2473748.04 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05437, over 18523.24 utterances.], batch size: 91, lr: 2.92e-04
2022-08-29 05:47:08,263 INFO [train.py:927] (3/8) Epoch 13, batch 23250, giga_loss[loss=0.245, simple_loss=0.3213, pruned_loss=0.08437, over 12398.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2821, pruned_loss=0.05761, over 2473254.29 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05834, over 17376.15 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.292, pruned_loss=0.06586, over 2468802.83 frames. utt_duration=1194 frames, utt_pad_proportion=0.07198, over 8277.82 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2817, pruned_loss=0.05702, over 2473466.98 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05772, over 18248.33 utterances.], batch size: 212, lr: 2.92e-04
2022-08-29 05:48:51,157 INFO [train.py:927] (3/8) Epoch 13, batch 23300, giga_loss[loss=0.2433, simple_loss=0.3175, pruned_loss=0.08453, over 12342.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1819, over 359.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2851, pruned_loss=0.05848, over 2472785.66 frames. utt_duration=560 frames, utt_pad_proportion=0.05741, over 17711.41 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2918, pruned_loss=0.06575, over 2468739.81 frames. utt_duration=1196 frames, utt_pad_proportion=0.07177, over 8264.43 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.285, pruned_loss=0.05809, over 2473025.21 frames. utt_duration=537.8 frames, utt_pad_proportion=0.05702, over 18445.33 utterances.], batch size: 359, lr: 2.91e-04
2022-08-29 05:50:32,518 INFO [train.py:927] (3/8) Epoch 13, batch 23350, giga_loss[loss=0.2171, simple_loss=0.3048, pruned_loss=0.06469, over 12364.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2878, pruned_loss=0.05963, over 2472422.16 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06013, over 17571.45 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2919, pruned_loss=0.06578, over 2468476.69 frames. utt_duration=1203 frames, utt_pad_proportion=0.06986, over 8219.78 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2874, pruned_loss=0.05903, over 2472997.02 frames. utt_duration=535.1 frames, utt_pad_proportion=0.0603, over 18537.59 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 05:52:17,625 INFO [train.py:927] (3/8) Epoch 13, batch 23400, giga_loss[loss=0.2235, simple_loss=0.3124, pruned_loss=0.06731, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02673, over 66.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.291, pruned_loss=0.06163, over 2472013.99 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05953, over 17229.74 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2917, pruned_loss=0.06566, over 2468280.43 frames. utt_duration=1206 frames, utt_pad_proportion=0.06909, over 8194.60 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2908, pruned_loss=0.06119, over 2472703.18 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05993, over 18138.60 utterances.], batch size: 66, lr: 2.91e-04
2022-08-29 05:54:03,801 INFO [train.py:927] (3/8) Epoch 13, batch 23450, giga_loss[loss=0.2271, simple_loss=0.319, pruned_loss=0.06765, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02936, over 70.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2972, pruned_loss=0.06593, over 2472890.60 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06342, over 17726.49 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2915, pruned_loss=0.06552, over 2468124.84 frames. utt_duration=1207 frames, utt_pad_proportion=0.0687, over 8188.03 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2971, pruned_loss=0.06565, over 2473659.65 frames. utt_duration=532 frames, utt_pad_proportion=0.0636, over 18652.22 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 05:55:45,869 INFO [train.py:927] (3/8) Epoch 13, batch 23500, giga_loss[loss=0.2163, simple_loss=0.3002, pruned_loss=0.0662, over 12309.00 frames. utt_duration=666.8 frames, utt_pad_proportion=0.02937, over 74.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3027, pruned_loss=0.06973, over 2473718.39 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06705, over 18107.63 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2916, pruned_loss=0.06548, over 2468239.40 frames. utt_duration=1209 frames, utt_pad_proportion=0.0676, over 8175.51 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3029, pruned_loss=0.06964, over 2474342.37 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06751, over 19096.82 utterances.], batch size: 74, lr: 2.91e-04
2022-08-29 05:57:32,782 INFO [train.py:927] (3/8) Epoch 13, batch 23550, giga_loss[loss=0.2284, simple_loss=0.3046, pruned_loss=0.07606, over 12251.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02968, over 42.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3096, pruned_loss=0.07494, over 2473775.72 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06987, over 19173.42 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2917, pruned_loss=0.06544, over 2468415.50 frames. utt_duration=1214 frames, utt_pad_proportion=0.06581, over 8141.05 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3101, pruned_loss=0.07514, over 2474279.06 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07083, over 20345.63 utterances.], batch size: 42, lr: 2.91e-04
2022-08-29 05:59:18,992 INFO [train.py:927] (3/8) Epoch 13, batch 23600, giga_loss[loss=0.313, simple_loss=0.3642, pruned_loss=0.131, over 12358.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2221, over 378.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3123, pruned_loss=0.07819, over 2473890.46 frames. utt_duration=479.1 frames, utt_pad_proportion=0.08355, over 20718.02 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2914, pruned_loss=0.06526, over 2468467.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06368, over 8085.82 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3138, pruned_loss=0.07897, over 2474515.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08435, over 22209.89 utterances.], batch size: 378, lr: 2.91e-04
2022-08-29 06:01:03,289 INFO [train.py:927] (3/8) Epoch 13, batch 23650, giga_loss[loss=0.2681, simple_loss=0.3434, pruned_loss=0.09637, over 12337.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03358, over 58.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3178, pruned_loss=0.0831, over 2474292.81 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08729, over 21908.69 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2915, pruned_loss=0.06545, over 2468777.30 frames. utt_duration=1223 frames, utt_pad_proportion=0.06306, over 8085.20 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3195, pruned_loss=0.08397, over 2474673.10 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08808, over 23463.11 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:02:53,663 INFO [train.py:927] (3/8) Epoch 13, batch 23700, giga_loss[loss=0.3004, simple_loss=0.3523, pruned_loss=0.1242, over 12373.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2029, over 369.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3198, pruned_loss=0.08421, over 2474015.61 frames. utt_duration=462.2 frames, utt_pad_proportion=0.08131, over 21478.61 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2912, pruned_loss=0.06541, over 2468837.56 frames. utt_duration=1227 frames, utt_pad_proportion=0.06215, over 8058.67 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3219, pruned_loss=0.08526, over 2474346.73 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08267, over 22976.47 utterances.], batch size: 369, lr: 2.91e-04
2022-08-29 06:04:38,305 INFO [train.py:927] (3/8) Epoch 13, batch 23750, giga_loss[loss=0.2479, simple_loss=0.3186, pruned_loss=0.08859, over 12212.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03257, over 39.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3215, pruned_loss=0.08613, over 2474854.54 frames. utt_duration=450.2 frames, utt_pad_proportion=0.08047, over 22061.51 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.291, pruned_loss=0.06526, over 2469162.12 frames. utt_duration=1232 frames, utt_pad_proportion=0.06101, over 8025.55 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3241, pruned_loss=0.08755, over 2474958.25 frames. utt_duration=421 frames, utt_pad_proportion=0.08204, over 23597.23 utterances.], batch size: 39, lr: 2.91e-04
2022-08-29 06:06:23,432 INFO [train.py:927] (3/8) Epoch 13, batch 23800, giga_loss[loss=0.2684, simple_loss=0.3418, pruned_loss=0.09753, over 12376.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03081, over 58.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3233, pruned_loss=0.08631, over 2475186.38 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08033, over 22190.74 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2911, pruned_loss=0.06514, over 2469560.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.06404, over 8089.14 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3263, pruned_loss=0.08824, over 2475064.30 frames. utt_duration=417 frames, utt_pad_proportion=0.08094, over 23824.86 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:08:07,783 INFO [train.py:927] (3/8) Epoch 13, batch 23850, giga_loss[loss=0.229, simple_loss=0.3225, pruned_loss=0.06778, over 12347.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3226, pruned_loss=0.08561, over 2475160.97 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08091, over 22180.95 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2912, pruned_loss=0.06519, over 2469917.56 frames. utt_duration=1217 frames, utt_pad_proportion=0.06623, over 8128.22 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3261, pruned_loss=0.08782, over 2474914.54 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08094, over 23929.57 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 06:09:57,889 INFO [train.py:927] (3/8) Epoch 13, batch 23900, giga_loss[loss=0.2437, simple_loss=0.3266, pruned_loss=0.08036, over 12409.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07282, over 212.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3217, pruned_loss=0.08414, over 2475707.71 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08281, over 22716.92 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2907, pruned_loss=0.06502, over 2470134.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.06542, over 8090.93 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3254, pruned_loss=0.08641, over 2475421.75 frames. utt_duration=407.3 frames, utt_pad_proportion=0.08303, over 24395.22 utterances.], batch size: 212, lr: 2.91e-04
2022-08-29 06:11:42,478 INFO [train.py:927] (3/8) Epoch 13, batch 23950, giga_loss[loss=0.2159, simple_loss=0.2976, pruned_loss=0.06714, over 12433.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03269, over 80.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3186, pruned_loss=0.08165, over 2475260.82 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08229, over 22790.26 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2905, pruned_loss=0.0649, over 2470021.60 frames. utt_duration=1228 frames, utt_pad_proportion=0.06448, over 8058.35 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3223, pruned_loss=0.08388, over 2475228.09 frames. utt_duration=407 frames, utt_pad_proportion=0.08285, over 24411.17 utterances.], batch size: 80, lr: 2.91e-04
2022-08-29 06:13:28,580 INFO [train.py:927] (3/8) Epoch 13, batch 24000, libri_loss[loss=0.1709, simple_loss=0.2696, pruned_loss=0.03608, over 12377.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006295, over 34.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.317, pruned_loss=0.08023, over 2475196.91 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07791, over 21512.81 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2905, pruned_loss=0.06484, over 2469828.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.0635, over 8034.35 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3204, pruned_loss=0.08236, over 2475438.27 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07907, over 23078.79 utterances.], batch size: 34, lr: 2.91e-04
2022-08-29 06:13:28,581 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 06:13:42,325 INFO [train.py:967] (3/8) Epoch 13, validation: loss=0.1769, simple_loss=0.2898, pruned_loss=0.03196, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 06:15:35,435 INFO [train.py:927] (3/8) Epoch 13, batch 24050, libri_loss[loss=0.2103, simple_loss=0.3047, pruned_loss=0.058, over 12336.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01699, over 41.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3171, pruned_loss=0.07902, over 2475021.46 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07613, over 21180.91 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2908, pruned_loss=0.06481, over 2469675.05 frames. utt_duration=1231 frames, utt_pad_proportion=0.06279, over 8032.87 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3198, pruned_loss=0.08095, over 2475433.56 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07748, over 22615.68 utterances.], batch size: 41, lr: 2.91e-04
2022-08-29 06:17:19,840 INFO [train.py:927] (3/8) Epoch 13, batch 24100, giga_loss[loss=0.2588, simple_loss=0.3272, pruned_loss=0.09522, over 12187.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03398, over 42.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3178, pruned_loss=0.07829, over 2474508.39 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07938, over 21257.90 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06495, over 2469774.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.06357, over 8091.55 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3202, pruned_loss=0.07995, over 2474844.12 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08019, over 22592.22 utterances.], batch size: 42, lr: 2.91e-04
2022-08-29 06:19:02,123 INFO [train.py:927] (3/8) Epoch 13, batch 24150, giga_loss[loss=0.2543, simple_loss=0.3147, pruned_loss=0.09691, over 12360.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1973, over 366.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3165, pruned_loss=0.07798, over 2474338.66 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07529, over 20788.11 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2908, pruned_loss=0.06483, over 2469418.85 frames. utt_duration=1227 frames, utt_pad_proportion=0.06245, over 8059.45 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3194, pruned_loss=0.07976, over 2475023.11 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07664, over 22222.28 utterances.], batch size: 366, lr: 2.91e-04
2022-08-29 06:20:48,992 INFO [train.py:927] (3/8) Epoch 13, batch 24200, giga_loss[loss=0.2399, simple_loss=0.3154, pruned_loss=0.08217, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03507, over 123.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3136, pruned_loss=0.07704, over 2474475.56 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07475, over 20647.68 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2903, pruned_loss=0.06463, over 2469312.03 frames. utt_duration=1235 frames, utt_pad_proportion=0.06038, over 8008.24 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3175, pruned_loss=0.07924, over 2475328.96 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07666, over 22431.24 utterances.], batch size: 123, lr: 2.91e-04
2022-08-29 06:22:34,698 INFO [train.py:927] (3/8) Epoch 13, batch 24250, giga_loss[loss=0.1965, simple_loss=0.2878, pruned_loss=0.05262, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03179, over 39.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3131, pruned_loss=0.07675, over 2474165.33 frames. utt_duration=463 frames, utt_pad_proportion=0.07925, over 21441.67 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2902, pruned_loss=0.06456, over 2469324.07 frames. utt_duration=1228 frames, utt_pad_proportion=0.06331, over 8053.89 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3167, pruned_loss=0.07878, over 2474937.72 frames. utt_duration=430.9 frames, utt_pad_proportion=0.0796, over 23051.33 utterances.], batch size: 39, lr: 2.91e-04
2022-08-29 06:24:19,974 INFO [train.py:927] (3/8) Epoch 13, batch 24300, giga_loss[loss=0.2192, simple_loss=0.3082, pruned_loss=0.06507, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3128, pruned_loss=0.07541, over 2473735.75 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07645, over 20600.52 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2905, pruned_loss=0.06474, over 2469121.59 frames. utt_duration=1218 frames, utt_pad_proportion=0.06696, over 8119.32 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3157, pruned_loss=0.07701, over 2474595.17 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07595, over 21990.49 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:26:02,941 INFO [train.py:927] (3/8) Epoch 13, batch 24350, giga_loss[loss=0.2125, simple_loss=0.2897, pruned_loss=0.06761, over 12407.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03135, over 80.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3107, pruned_loss=0.0748, over 2473863.96 frames. utt_duration=482 frames, utt_pad_proportion=0.07823, over 20591.63 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2902, pruned_loss=0.06458, over 2469044.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.0655, over 8086.20 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3139, pruned_loss=0.07652, over 2474755.61 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07835, over 22088.07 utterances.], batch size: 80, lr: 2.91e-04
2022-08-29 06:27:45,735 INFO [train.py:927] (3/8) Epoch 13, batch 24400, libri_loss[loss=0.2037, simple_loss=0.2973, pruned_loss=0.055, over 12304.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005811, over 35.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3098, pruned_loss=0.07495, over 2474113.31 frames. utt_duration=479 frames, utt_pad_proportion=0.07985, over 20723.14 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2904, pruned_loss=0.06456, over 2469281.24 frames. utt_duration=1217 frames, utt_pad_proportion=0.06538, over 8125.85 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3127, pruned_loss=0.07663, over 2474764.87 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08003, over 22239.26 utterances.], batch size: 35, lr: 2.91e-04
2022-08-29 06:29:31,731 INFO [train.py:927] (3/8) Epoch 13, batch 24450, giga_loss[loss=0.2329, simple_loss=0.3032, pruned_loss=0.08134, over 12301.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02745, over 45.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3089, pruned_loss=0.07499, over 2474383.42 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07544, over 20399.71 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2906, pruned_loss=0.06455, over 2469043.34 frames. utt_duration=1217 frames, utt_pad_proportion=0.0649, over 8126.66 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3116, pruned_loss=0.07658, over 2475246.61 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07613, over 21895.21 utterances.], batch size: 45, lr: 2.91e-04
2022-08-29 06:31:17,313 INFO [train.py:927] (3/8) Epoch 13, batch 24500, giga_loss[loss=0.2572, simple_loss=0.3319, pruned_loss=0.09123, over 12386.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05948, over 182.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3085, pruned_loss=0.07511, over 2473799.09 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07386, over 20637.93 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2906, pruned_loss=0.06445, over 2468888.92 frames. utt_duration=1219 frames, utt_pad_proportion=0.06442, over 8111.42 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3107, pruned_loss=0.07655, over 2474651.92 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07469, over 21942.68 utterances.], batch size: 182, lr: 2.91e-04
2022-08-29 06:32:59,251 INFO [train.py:927] (3/8) Epoch 13, batch 24550, giga_loss[loss=0.2207, simple_loss=0.3104, pruned_loss=0.06551, over 12385.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03534, over 113.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07407, over 2474109.30 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06938, over 20113.00 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2909, pruned_loss=0.06465, over 2468747.04 frames. utt_duration=1209 frames, utt_pad_proportion=0.06793, over 8180.71 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3101, pruned_loss=0.07527, over 2475010.94 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06929, over 21366.07 utterances.], batch size: 113, lr: 2.91e-04
2022-08-29 06:34:45,502 INFO [train.py:927] (3/8) Epoch 13, batch 24600, giga_loss[loss=0.2181, simple_loss=0.3027, pruned_loss=0.06674, over 12358.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3086, pruned_loss=0.07445, over 2474540.93 frames. utt_duration=492.6 frames, utt_pad_proportion=0.06873, over 20151.70 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2908, pruned_loss=0.06468, over 2468805.65 frames. utt_duration=1211 frames, utt_pad_proportion=0.06734, over 8165.18 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3106, pruned_loss=0.07564, over 2475350.13 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06897, over 21495.00 utterances.], batch size: 91, lr: 2.91e-04
2022-08-29 06:36:31,013 INFO [train.py:927] (3/8) Epoch 13, batch 24650, libri_loss[loss=0.198, simple_loss=0.2816, pruned_loss=0.05725, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006537, over 31.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3098, pruned_loss=0.076, over 2474355.06 frames. utt_duration=493 frames, utt_pad_proportion=0.06996, over 20137.19 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2908, pruned_loss=0.06464, over 2468380.75 frames. utt_duration=1215 frames, utt_pad_proportion=0.06613, over 8137.21 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07721, over 2475523.43 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0705, over 21498.16 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 06:38:13,161 INFO [train.py:927] (3/8) Epoch 13, batch 24700, giga_loss[loss=0.3175, simple_loss=0.3771, pruned_loss=0.129, over 12346.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3103, pruned_loss=0.07755, over 2474174.35 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07588, over 20684.06 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2906, pruned_loss=0.06462, over 2468187.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.06882, over 8184.20 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3125, pruned_loss=0.07881, over 2475411.60 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07503, over 22009.80 utterances.], batch size: 365, lr: 2.91e-04
2022-08-29 06:39:56,515 INFO [train.py:927] (3/8) Epoch 13, batch 24750, giga_loss[loss=0.2722, simple_loss=0.3388, pruned_loss=0.1028, over 12405.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06846, over 211.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.311, pruned_loss=0.07796, over 2474562.67 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07931, over 21336.45 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2905, pruned_loss=0.06457, over 2468182.70 frames. utt_duration=1208 frames, utt_pad_proportion=0.06865, over 8182.43 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.313, pruned_loss=0.0791, over 2475589.14 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07854, over 22486.48 utterances.], batch size: 211, lr: 2.91e-04
2022-08-29 06:41:38,031 INFO [train.py:927] (3/8) Epoch 13, batch 24800, giga_loss[loss=0.2009, simple_loss=0.2899, pruned_loss=0.05597, over 12330.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03376, over 58.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3108, pruned_loss=0.07682, over 2474239.00 frames. utt_duration=463.6 frames, utt_pad_proportion=0.08069, over 21417.45 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2905, pruned_loss=0.06449, over 2468043.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.0682, over 8162.64 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.0779, over 2475225.74 frames. utt_duration=442.4 frames, utt_pad_proportion=0.0802, over 22451.99 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:43:22,647 INFO [train.py:927] (3/8) Epoch 13, batch 24850, giga_loss[loss=0.2147, simple_loss=0.2898, pruned_loss=0.06979, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03278, over 58.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3083, pruned_loss=0.07573, over 2474378.95 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07884, over 20441.00 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2908, pruned_loss=0.06472, over 2468484.18 frames. utt_duration=1206 frames, utt_pad_proportion=0.0702, over 8199.26 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.07686, over 2475040.44 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07791, over 21769.20 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:45:06,105 INFO [train.py:927] (3/8) Epoch 13, batch 24900, giga_loss[loss=0.2365, simple_loss=0.3189, pruned_loss=0.07701, over 12357.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04825, over 26.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3096, pruned_loss=0.07707, over 2474980.94 frames. utt_duration=479.4 frames, utt_pad_proportion=0.08079, over 20713.92 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2906, pruned_loss=0.06459, over 2468427.15 frames. utt_duration=1209 frames, utt_pad_proportion=0.06973, over 8179.32 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3115, pruned_loss=0.07817, over 2475598.39 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08014, over 21888.73 utterances.], batch size: 26, lr: 2.91e-04
2022-08-29 06:46:53,514 INFO [train.py:927] (3/8) Epoch 13, batch 24950, giga_loss[loss=0.2435, simple_loss=0.322, pruned_loss=0.08251, over 12424.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03912, over 105.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3124, pruned_loss=0.07625, over 2473813.48 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07612, over 20199.72 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2901, pruned_loss=0.06446, over 2467952.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.06826, over 8129.51 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3149, pruned_loss=0.0776, over 2474895.27 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07643, over 21526.30 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 06:48:36,360 INFO [train.py:927] (3/8) Epoch 13, batch 25000, giga_loss[loss=0.2171, simple_loss=0.3113, pruned_loss=0.06145, over 12363.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03175, over 58.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3123, pruned_loss=0.07564, over 2473809.71 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07487, over 19676.39 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06407, over 2467834.73 frames. utt_duration=1224 frames, utt_pad_proportion=0.06645, over 8074.75 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3158, pruned_loss=0.07757, over 2475047.98 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07589, over 21286.47 utterances.], batch size: 58, lr: 2.91e-04
2022-08-29 06:50:22,933 INFO [train.py:927] (3/8) Epoch 13, batch 25050, giga_loss[loss=0.1947, simple_loss=0.2751, pruned_loss=0.05717, over 12414.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03875, over 40.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.313, pruned_loss=0.07673, over 2473533.39 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07667, over 19858.76 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2892, pruned_loss=0.06401, over 2467853.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.066, over 8056.07 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3163, pruned_loss=0.07844, over 2474545.55 frames. utt_duration=467 frames, utt_pad_proportion=0.07757, over 21260.50 utterances.], batch size: 40, lr: 2.91e-04
2022-08-29 06:52:07,977 INFO [train.py:927] (3/8) Epoch 13, batch 25100, giga_loss[loss=0.2307, simple_loss=0.3034, pruned_loss=0.079, over 12379.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3132, pruned_loss=0.07786, over 2474381.51 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07328, over 19914.96 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2893, pruned_loss=0.06416, over 2468049.16 frames. utt_duration=1225 frames, utt_pad_proportion=0.06579, over 8065.93 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3161, pruned_loss=0.07933, over 2475105.40 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07432, over 21229.86 utterances.], batch size: 62, lr: 2.91e-04
2022-08-29 06:53:53,614 INFO [train.py:927] (3/8) Epoch 13, batch 25150, giga_loss[loss=0.2851, simple_loss=0.3409, pruned_loss=0.1147, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.07817, over 2474566.37 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07366, over 20197.81 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2898, pruned_loss=0.06448, over 2467930.41 frames. utt_duration=1216 frames, utt_pad_proportion=0.06893, over 8125.76 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3151, pruned_loss=0.07929, over 2475386.07 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07333, over 21417.10 utterances.], batch size: 259, lr: 2.91e-04
2022-08-29 06:55:36,548 INFO [train.py:927] (3/8) Epoch 13, batch 25200, giga_loss[loss=0.2199, simple_loss=0.3007, pruned_loss=0.06952, over 12460.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03623, over 105.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.313, pruned_loss=0.07806, over 2475227.80 frames. utt_duration=496.2 frames, utt_pad_proportion=0.071, over 20012.96 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2906, pruned_loss=0.06442, over 2467913.76 frames. utt_duration=1221 frames, utt_pad_proportion=0.06769, over 8093.90 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3146, pruned_loss=0.07931, over 2476052.78 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07137, over 21278.47 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 06:57:21,167 INFO [train.py:927] (3/8) Epoch 13, batch 25250, giga_loss[loss=0.2701, simple_loss=0.333, pruned_loss=0.1036, over 12369.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.0674, over 211.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3105, pruned_loss=0.07699, over 2474683.17 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06906, over 19471.03 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06431, over 2467820.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06546, over 8041.57 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3129, pruned_loss=0.07861, over 2475757.55 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07032, over 21014.77 utterances.], batch size: 211, lr: 2.91e-04
2022-08-29 06:59:05,074 INFO [train.py:927] (3/8) Epoch 13, batch 25300, giga_loss[loss=0.2379, simple_loss=0.3139, pruned_loss=0.08092, over 12256.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03106, over 45.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.07717, over 2475038.75 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06707, over 19169.84 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2905, pruned_loss=0.06428, over 2467744.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.06508, over 8055.18 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3137, pruned_loss=0.07877, over 2476127.43 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06838, over 20639.11 utterances.], batch size: 45, lr: 2.91e-04
2022-08-29 07:00:52,483 INFO [train.py:927] (3/8) Epoch 13, batch 25350, giga_loss[loss=0.2044, simple_loss=0.307, pruned_loss=0.0509, over 12381.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.02736, over 70.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3125, pruned_loss=0.07686, over 2475460.86 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06984, over 19684.61 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2905, pruned_loss=0.06428, over 2467744.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.06508, over 8055.18 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3142, pruned_loss=0.07811, over 2476308.20 frames. utt_duration=477 frames, utt_pad_proportion=0.0707, over 20828.17 utterances.], batch size: 70, lr: 2.91e-04
2022-08-29 07:02:37,101 INFO [train.py:927] (3/8) Epoch 13, batch 25400, giga_loss[loss=0.205, simple_loss=0.2916, pruned_loss=0.05918, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04583, over 31.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3151, pruned_loss=0.07716, over 2475202.64 frames. utt_duration=515.3 frames, utt_pad_proportion=0.0684, over 19268.56 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2908, pruned_loss=0.06451, over 2468089.79 frames. utt_duration=1225 frames, utt_pad_proportion=0.06431, over 8067.77 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3167, pruned_loss=0.07824, over 2475722.75 frames. utt_duration=486 frames, utt_pad_proportion=0.06948, over 20438.96 utterances.], batch size: 31, lr: 2.91e-04
2022-08-29 07:04:21,362 INFO [train.py:927] (3/8) Epoch 13, batch 25450, giga_loss[loss=0.2232, simple_loss=0.3086, pruned_loss=0.06889, over 12444.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03612, over 37.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3166, pruned_loss=0.0784, over 2475247.91 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06671, over 19217.29 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2904, pruned_loss=0.06422, over 2467839.10 frames. utt_duration=1229 frames, utt_pad_proportion=0.06363, over 8041.88 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3187, pruned_loss=0.07967, over 2475970.21 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06789, over 20302.81 utterances.], batch size: 37, lr: 2.91e-04
2022-08-29 07:06:05,668 INFO [train.py:927] (3/8) Epoch 13, batch 25500, giga_loss[loss=0.2058, simple_loss=0.2948, pruned_loss=0.0584, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3174, pruned_loss=0.07991, over 2475376.96 frames. utt_duration=497 frames, utt_pad_proportion=0.07049, over 19981.13 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2904, pruned_loss=0.06436, over 2467769.29 frames. utt_duration=1211 frames, utt_pad_proportion=0.07087, over 8163.59 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3198, pruned_loss=0.08128, over 2476257.18 frames. utt_duration=470.8 frames, utt_pad_proportion=0.0688, over 21106.44 utterances.], batch size: 105, lr: 2.91e-04
2022-08-29 07:07:48,561 INFO [train.py:927] (3/8) Epoch 13, batch 25550, giga_loss[loss=0.2237, simple_loss=0.3095, pruned_loss=0.06896, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04248, over 146.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3166, pruned_loss=0.07874, over 2475521.75 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07066, over 20248.03 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.29, pruned_loss=0.06409, over 2468067.57 frames. utt_duration=1215 frames, utt_pad_proportion=0.06926, over 8133.98 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3196, pruned_loss=0.08047, over 2476176.45 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06984, over 21493.28 utterances.], batch size: 146, lr: 2.91e-04
2022-08-29 07:09:33,715 INFO [train.py:927] (3/8) Epoch 13, batch 25600, giga_loss[loss=0.312, simple_loss=0.3661, pruned_loss=0.129, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3173, pruned_loss=0.07831, over 2475510.87 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07697, over 20653.05 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2902, pruned_loss=0.06431, over 2468313.04 frames. utt_duration=1213 frames, utt_pad_proportion=0.06911, over 8147.45 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3199, pruned_loss=0.07972, over 2475943.04 frames. utt_duration=455 frames, utt_pad_proportion=0.07604, over 21837.15 utterances.], batch size: 258, lr: 2.91e-04
2022-08-29 07:11:16,870 INFO [train.py:927] (3/8) Epoch 13, batch 25650, libri_loss[loss=0.2224, simple_loss=0.3093, pruned_loss=0.0677, over 12420.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02068, over 43.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3159, pruned_loss=0.07758, over 2475523.37 frames. utt_duration=488 frames, utt_pad_proportion=0.07335, over 20351.21 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2901, pruned_loss=0.06421, over 2468333.50 frames. utt_duration=1220 frames, utt_pad_proportion=0.06684, over 8100.00 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3192, pruned_loss=0.07936, over 2476149.31 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07364, over 21861.79 utterances.], batch size: 43, lr: 2.90e-04
2022-08-29 07:13:07,327 INFO [train.py:927] (3/8) Epoch 13, batch 25700, giga_loss[loss=0.2642, simple_loss=0.3173, pruned_loss=0.1055, over 12361.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1945, over 367.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3145, pruned_loss=0.0778, over 2475282.99 frames. utt_duration=466.5 frames, utt_pad_proportion=0.0807, over 21293.27 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2899, pruned_loss=0.06419, over 2468215.76 frames. utt_duration=1224 frames, utt_pad_proportion=0.06584, over 8079.23 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3177, pruned_loss=0.07946, over 2475985.68 frames. utt_duration=437.3 frames, utt_pad_proportion=0.08085, over 22726.94 utterances.], batch size: 367, lr: 2.90e-04
2022-08-29 07:14:52,448 INFO [train.py:927] (3/8) Epoch 13, batch 25750, giga_loss[loss=0.2284, simple_loss=0.3022, pruned_loss=0.07736, over 12320.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 85.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3131, pruned_loss=0.07796, over 2475168.82 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07804, over 21419.16 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06411, over 2468058.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.06464, over 8042.60 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3163, pruned_loss=0.07965, over 2476016.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07877, over 22880.37 utterances.], batch size: 85, lr: 2.90e-04
2022-08-29 07:16:34,033 INFO [train.py:927] (3/8) Epoch 13, batch 25800, libri_loss[loss=0.1784, simple_loss=0.2611, pruned_loss=0.04787, over 12455.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.01005, over 29.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3115, pruned_loss=0.07686, over 2475072.05 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07487, over 20549.67 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2898, pruned_loss=0.06399, over 2468043.12 frames. utt_duration=1238 frames, utt_pad_proportion=0.0628, over 7986.66 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3149, pruned_loss=0.07885, over 2476027.25 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07641, over 22262.69 utterances.], batch size: 29, lr: 2.90e-04
2022-08-29 07:18:15,056 INFO [train.py:927] (3/8) Epoch 13, batch 25850, giga_loss[loss=0.2871, simple_loss=0.3546, pruned_loss=0.1098, over 12393.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1103, over 260.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07486, over 2474589.10 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07359, over 20750.00 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.29, pruned_loss=0.06405, over 2467667.34 frames. utt_duration=1223 frames, utt_pad_proportion=0.06692, over 8080.00 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3126, pruned_loss=0.0767, over 2475867.48 frames. utt_duration=444 frames, utt_pad_proportion=0.07361, over 22378.29 utterances.], batch size: 260, lr: 2.90e-04
2022-08-29 07:20:03,478 INFO [train.py:927] (3/8) Epoch 13, batch 25900, giga_loss[loss=0.2453, simple_loss=0.3023, pruned_loss=0.09412, over 12367.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2106, over 372.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3077, pruned_loss=0.074, over 2474268.24 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07733, over 21264.63 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2899, pruned_loss=0.06402, over 2467642.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06973, over 8125.36 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07584, over 2475536.89 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07627, over 22925.74 utterances.], batch size: 372, lr: 2.90e-04
2022-08-29 07:21:46,127 INFO [train.py:927] (3/8) Epoch 13, batch 25950, giga_loss[loss=0.2287, simple_loss=0.3097, pruned_loss=0.07382, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04071, over 114.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.306, pruned_loss=0.07364, over 2474132.04 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07669, over 21549.54 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2895, pruned_loss=0.06393, over 2467181.46 frames. utt_duration=1222 frames, utt_pad_proportion=0.06852, over 8082.63 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3092, pruned_loss=0.07541, over 2475682.38 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07635, over 23205.60 utterances.], batch size: 114, lr: 2.90e-04
2022-08-29 07:23:29,257 INFO [train.py:927] (3/8) Epoch 13, batch 26000, giga_loss[loss=0.2892, simple_loss=0.3659, pruned_loss=0.1063, over 12327.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03532, over 62.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07474, over 2475116.94 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07387, over 21468.37 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2902, pruned_loss=0.06429, over 2467349.56 frames. utt_duration=1209 frames, utt_pad_proportion=0.07193, over 8175.15 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3112, pruned_loss=0.07599, over 2476333.90 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07269, over 22947.62 utterances.], batch size: 62, lr: 2.90e-04
2022-08-29 07:25:11,071 INFO [train.py:927] (3/8) Epoch 13, batch 26050, libri_loss[loss=0.1735, simple_loss=0.2612, pruned_loss=0.04291, over 12304.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008913, over 28.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07455, over 2474624.34 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06945, over 20309.10 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2903, pruned_loss=0.06447, over 2467449.28 frames. utt_duration=1205 frames, utt_pad_proportion=0.07415, over 8201.26 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3109, pruned_loss=0.07574, over 2475771.04 frames. utt_duration=453.8 frames, utt_pad_proportion=0.06798, over 21893.91 utterances.], batch size: 28, lr: 2.90e-04
2022-08-29 07:26:56,275 INFO [train.py:927] (3/8) Epoch 13, batch 26100, giga_loss[loss=0.2083, simple_loss=0.2946, pruned_loss=0.06105, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03493, over 28.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3094, pruned_loss=0.07534, over 2474594.68 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06707, over 19722.42 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2905, pruned_loss=0.0645, over 2467358.73 frames. utt_duration=1208 frames, utt_pad_proportion=0.07283, over 8182.47 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3116, pruned_loss=0.07651, over 2475755.72 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06643, over 21280.56 utterances.], batch size: 28, lr: 2.90e-04
2022-08-29 07:28:41,640 INFO [train.py:927] (3/8) Epoch 13, batch 26150, giga_loss[loss=0.1994, simple_loss=0.289, pruned_loss=0.05493, over 12491.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03883, over 31.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3088, pruned_loss=0.07535, over 2475175.83 frames. utt_duration=509.3 frames, utt_pad_proportion=0.07193, over 19494.67 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2896, pruned_loss=0.06417, over 2467604.72 frames. utt_duration=1217 frames, utt_pad_proportion=0.07104, over 8123.15 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07693, over 2476111.16 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07171, over 21174.89 utterances.], batch size: 31, lr: 2.90e-04
2022-08-29 07:30:28,437 INFO [train.py:927] (3/8) Epoch 13, batch 26200, giga_loss[loss=0.321, simple_loss=0.3603, pruned_loss=0.1408, over 12347.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2108, over 372.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3109, pruned_loss=0.0772, over 2475897.48 frames. utt_duration=480.7 frames, utt_pad_proportion=0.0792, over 20664.35 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2894, pruned_loss=0.06415, over 2467749.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.06925, over 8087.41 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3142, pruned_loss=0.07887, over 2476774.45 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07912, over 22416.54 utterances.], batch size: 372, lr: 2.90e-04
2022-08-29 07:32:16,380 INFO [train.py:927] (3/8) Epoch 13, batch 26250, giga_loss[loss=0.2033, simple_loss=0.2673, pruned_loss=0.06967, over 12414.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04642, over 31.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07678, over 2475873.98 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07914, over 21256.62 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2898, pruned_loss=0.06447, over 2467821.49 frames. utt_duration=1211 frames, utt_pad_proportion=0.07227, over 8162.88 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3145, pruned_loss=0.07821, over 2476798.06 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07818, over 23012.70 utterances.], batch size: 31, lr: 2.90e-04
2022-08-29 07:34:04,948 INFO [train.py:927] (3/8) Epoch 13, batch 26300, giga_loss[loss=0.3039, simple_loss=0.3535, pruned_loss=0.1272, over 12383.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3102, pruned_loss=0.07715, over 2476414.32 frames. utt_duration=468.9 frames, utt_pad_proportion=0.082, over 21191.69 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2899, pruned_loss=0.06469, over 2468169.38 frames. utt_duration=1208 frames, utt_pad_proportion=0.07364, over 8185.95 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3136, pruned_loss=0.07867, over 2477216.68 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08072, over 23180.40 utterances.], batch size: 258, lr: 2.90e-04
2022-08-29 07:35:47,080 INFO [train.py:927] (3/8) Epoch 13, batch 26350, giga_loss[loss=0.2224, simple_loss=0.3035, pruned_loss=0.07066, over 12360.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3105, pruned_loss=0.0781, over 2476331.51 frames. utt_duration=452.6 frames, utt_pad_proportion=0.08153, over 21954.78 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.29, pruned_loss=0.06476, over 2468256.68 frames. utt_duration=1196 frames, utt_pad_proportion=0.07726, over 8268.08 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07944, over 2477022.54 frames. utt_duration=419.8 frames, utt_pad_proportion=0.07949, over 23683.42 utterances.], batch size: 58, lr: 2.90e-04
2022-08-29 07:37:16,599 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-29 07:39:41,361 INFO [train.py:927] (3/8) Epoch 14, batch 50, giga_loss[loss=0.2094, simple_loss=0.3077, pruned_loss=0.05555, over 12333.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03003, over 66.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3125, pruned_loss=0.06475, over 549177.00 frames. utt_duration=541 frames, utt_pad_proportion=0.06091, over 4071.78 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2875, pruned_loss=0.05529, over 97565.24 frames. utt_duration=1321 frames, utt_pad_proportion=0.03124, over 295.73 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3174, pruned_loss=0.06659, over 470111.66 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06277, over 3870.04 utterances.], batch size: 66, lr: 2.83e-04
2022-08-29 07:41:25,138 INFO [train.py:927] (3/8) Epoch 14, batch 100, giga_loss[loss=0.183, simple_loss=0.2633, pruned_loss=0.05133, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03312, over 42.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2917, pruned_loss=0.0574, over 975474.49 frames. utt_duration=553.3 frames, utt_pad_proportion=0.07163, over 7070.91 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2907, pruned_loss=0.05379, over 144253.19 frames. utt_duration=1353 frames, utt_pad_proportion=0.02332, over 426.83 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05804, over 882788.75 frames. utt_duration=514.2 frames, utt_pad_proportion=0.07375, over 6886.37 utterances.], batch size: 42, lr: 2.83e-04
2022-08-29 07:43:06,671 INFO [train.py:927] (3/8) Epoch 14, batch 150, giga_loss[loss=0.1701, simple_loss=0.2555, pruned_loss=0.04237, over 12403.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05066, over 161.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2779, pruned_loss=0.05279, over 1307649.17 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06615, over 9373.91 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2865, pruned_loss=0.05387, over 224443.63 frames. utt_duration=1375 frames, utt_pad_proportion=0.01877, over 653.46 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2774, pruned_loss=0.05283, over 1191414.57 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06868, over 9272.95 utterances.], batch size: 161, lr: 2.83e-04
2022-08-29 07:44:47,487 INFO [train.py:927] (3/8) Epoch 14, batch 200, giga_loss[loss=0.1722, simple_loss=0.2513, pruned_loss=0.04657, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03335, over 43.00 utterances.], tot_loss[loss=0.1825, simple_loss=0.2677, pruned_loss=0.04859, over 1566241.04 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06385, over 11286.93 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2862, pruned_loss=0.05367, over 312622.38 frames. utt_duration=1239 frames, utt_pad_proportion=0.05825, over 1010.08 utterances.], giga_tot_loss[loss=0.1811, simple_loss=0.2659, pruned_loss=0.04817, over 1435161.18 frames. utt_duration=513.3 frames, utt_pad_proportion=0.06379, over 11217.19 utterances.], batch size: 43, lr: 2.83e-04
2022-08-29 07:46:27,367 INFO [train.py:927] (3/8) Epoch 14, batch 250, giga_loss[loss=0.1659, simple_loss=0.2513, pruned_loss=0.04023, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02642, over 48.00 utterances.], tot_loss[loss=0.178, simple_loss=0.2621, pruned_loss=0.04695, over 1766658.06 frames. utt_duration=548.3 frames, utt_pad_proportion=0.07024, over 12923.65 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2855, pruned_loss=0.05389, over 365824.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.0512, over 1159.38 utterances.], giga_tot_loss[loss=0.1762, simple_loss=0.2598, pruned_loss=0.04629, over 1644372.03 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07092, over 12989.05 utterances.], batch size: 48, lr: 2.83e-04
2022-08-29 07:48:07,908 INFO [train.py:927] (3/8) Epoch 14, batch 300, giga_loss[loss=0.1702, simple_loss=0.2458, pruned_loss=0.0473, over 12379.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03978, over 113.00 utterances.], tot_loss[loss=0.175, simple_loss=0.2588, pruned_loss=0.04562, over 1923295.08 frames. utt_duration=523 frames, utt_pad_proportion=0.07378, over 14750.49 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2858, pruned_loss=0.05429, over 428097.37 frames. utt_duration=1263 frames, utt_pad_proportion=0.04906, over 1357.16 utterances.], giga_tot_loss[loss=0.1726, simple_loss=0.2559, pruned_loss=0.04469, over 1808589.38 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07479, over 14982.76 utterances.], batch size: 113, lr: 2.83e-04
2022-08-29 07:49:49,080 INFO [train.py:927] (3/8) Epoch 14, batch 350, giga_loss[loss=0.1551, simple_loss=0.2343, pruned_loss=0.03799, over 12357.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.03599, over 37.00 utterances.], tot_loss[loss=0.1727, simple_loss=0.2563, pruned_loss=0.04455, over 2045282.57 frames. utt_duration=503.6 frames, utt_pad_proportion=0.07393, over 16293.40 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2842, pruned_loss=0.05374, over 458246.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.04693, over 1424.44 utterances.], giga_tot_loss[loss=0.1708, simple_loss=0.254, pruned_loss=0.04379, over 1948499.17 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0749, over 16602.88 utterances.], batch size: 37, lr: 2.83e-04
2022-08-29 07:51:29,081 INFO [train.py:927] (3/8) Epoch 14, batch 400, libri_loss[loss=0.1953, simple_loss=0.2658, pruned_loss=0.06245, over 12469.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008894, over 29.00 utterances.], tot_loss[loss=0.1722, simple_loss=0.2557, pruned_loss=0.04437, over 2140129.68 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07316, over 16662.86 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2859, pruned_loss=0.05485, over 575673.79 frames. utt_duration=1219 frames, utt_pad_proportion=0.06385, over 1891.95 utterances.], giga_tot_loss[loss=0.1685, simple_loss=0.2514, pruned_loss=0.0428, over 2039674.88 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07277, over 17308.90 utterances.], batch size: 29, lr: 2.83e-04
2022-08-29 07:53:12,969 INFO [train.py:927] (3/8) Epoch 14, batch 450, giga_loss[loss=0.1325, simple_loss=0.2115, pruned_loss=0.02674, over 12420.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04963, over 34.00 utterances.], tot_loss[loss=0.1676, simple_loss=0.2509, pruned_loss=0.04219, over 2214095.89 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06872, over 16586.26 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2869, pruned_loss=0.05528, over 603961.31 frames. utt_duration=1179 frames, utt_pad_proportion=0.07888, over 2052.20 utterances.], giga_tot_loss[loss=0.164, simple_loss=0.2468, pruned_loss=0.04065, over 2130822.96 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06704, over 17144.25 utterances.], batch size: 34, lr: 2.83e-04
2022-08-29 07:54:52,232 INFO [train.py:927] (3/8) Epoch 14, batch 500, giga_loss[loss=0.216, simple_loss=0.2914, pruned_loss=0.07026, over 12342.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1953, over 365.00 utterances.], tot_loss[loss=0.1695, simple_loss=0.2526, pruned_loss=0.04323, over 2271955.70 frames. utt_duration=531.5 frames, utt_pad_proportion=0.0669, over 17146.31 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2846, pruned_loss=0.05436, over 659170.83 frames. utt_duration=1208 frames, utt_pad_proportion=0.07327, over 2185.88 utterances.], giga_tot_loss[loss=0.1664, simple_loss=0.2489, pruned_loss=0.04193, over 2199182.71 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06617, over 17890.33 utterances.], batch size: 365, lr: 2.83e-04
2022-08-29 07:56:33,861 INFO [train.py:927] (3/8) Epoch 14, batch 550, giga_loss[loss=0.2119, simple_loss=0.309, pruned_loss=0.05736, over 12369.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02675, over 66.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2646, pruned_loss=0.0484, over 2317447.11 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06671, over 17560.76 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2854, pruned_loss=0.05474, over 686409.38 frames. utt_duration=1173 frames, utt_pad_proportion=0.08435, over 2343.87 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2615, pruned_loss=0.04731, over 2257432.84 frames. utt_duration=497.1 frames, utt_pad_proportion=0.0648, over 18220.06 utterances.], batch size: 66, lr: 2.83e-04
2022-08-29 07:58:11,941 INFO [train.py:927] (3/8) Epoch 14, batch 600, giga_loss[loss=0.2014, simple_loss=0.3033, pruned_loss=0.04972, over 12430.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03999, over 31.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2724, pruned_loss=0.0507, over 2351608.03 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06208, over 17127.22 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2832, pruned_loss=0.05389, over 764481.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.0761, over 2521.86 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2701, pruned_loss=0.04994, over 2297862.05 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06146, over 18125.36 utterances.], batch size: 31, lr: 2.83e-04
2022-08-29 07:59:53,856 INFO [train.py:927] (3/8) Epoch 14, batch 650, giga_loss[loss=0.1866, simple_loss=0.2924, pruned_loss=0.04042, over 12460.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03397, over 98.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2762, pruned_loss=0.05127, over 2379198.13 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06595, over 17922.63 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2827, pruned_loss=0.05331, over 815173.40 frames. utt_duration=1217 frames, utt_pad_proportion=0.07364, over 2683.56 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2744, pruned_loss=0.05078, over 2333134.03 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06545, over 18977.56 utterances.], batch size: 98, lr: 2.83e-04
2022-08-29 08:01:34,775 INFO [train.py:927] (3/8) Epoch 14, batch 700, giga_loss[loss=0.2252, simple_loss=0.3101, pruned_loss=0.07017, over 12401.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07347, over 212.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2802, pruned_loss=0.05337, over 2400167.87 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06328, over 18022.56 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2828, pruned_loss=0.05328, over 847913.81 frames. utt_duration=1225 frames, utt_pad_proportion=0.07048, over 2772.23 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2787, pruned_loss=0.05299, over 2362264.13 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06337, over 19053.80 utterances.], batch size: 212, lr: 2.83e-04
2022-08-29 08:03:14,527 INFO [train.py:927] (3/8) Epoch 14, batch 750, giga_loss[loss=0.2335, simple_loss=0.3267, pruned_loss=0.0702, over 12225.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03184, over 42.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2842, pruned_loss=0.05531, over 2416121.45 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06549, over 17520.70 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2817, pruned_loss=0.05259, over 872072.53 frames. utt_duration=1237 frames, utt_pad_proportion=0.06844, over 2823.37 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2834, pruned_loss=0.0553, over 2385399.53 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06573, over 18494.17 utterances.], batch size: 42, lr: 2.83e-04
2022-08-29 08:04:54,684 INFO [train.py:927] (3/8) Epoch 14, batch 800, giga_loss[loss=0.2234, simple_loss=0.3219, pruned_loss=0.06245, over 12413.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.02791, over 58.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2895, pruned_loss=0.05706, over 2428453.07 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06239, over 17442.85 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2819, pruned_loss=0.05221, over 911322.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.06511, over 2915.76 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2891, pruned_loss=0.05731, over 2403168.49 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06317, over 18478.70 utterances.], batch size: 58, lr: 2.83e-04
2022-08-29 08:06:35,807 INFO [train.py:927] (3/8) Epoch 14, batch 850, giga_loss[loss=0.2203, simple_loss=0.317, pruned_loss=0.06179, over 12352.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03032, over 85.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2912, pruned_loss=0.05673, over 2437907.84 frames. utt_duration=578 frames, utt_pad_proportion=0.06298, over 16916.74 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2821, pruned_loss=0.05207, over 949746.95 frames. utt_duration=1234 frames, utt_pad_proportion=0.07356, over 3081.39 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.291, pruned_loss=0.05711, over 2417057.37 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06243, over 17924.41 utterances.], batch size: 85, lr: 2.83e-04
2022-08-29 08:08:17,015 INFO [train.py:927] (3/8) Epoch 14, batch 900, giga_loss[loss=0.2001, simple_loss=0.2935, pruned_loss=0.05336, over 12365.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02728, over 66.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2917, pruned_loss=0.05639, over 2445337.49 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06127, over 16988.27 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2819, pruned_loss=0.05192, over 964581.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.07221, over 3114.51 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05677, over 2428965.28 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06107, over 17865.64 utterances.], batch size: 66, lr: 2.83e-04
2022-08-29 08:09:59,291 INFO [train.py:927] (3/8) Epoch 14, batch 950, giga_loss[loss=0.2028, simple_loss=0.2933, pruned_loss=0.05615, over 12387.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2932, pruned_loss=0.05851, over 2450313.59 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06337, over 17100.54 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2817, pruned_loss=0.05178, over 994212.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.06957, over 3180.73 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.05896, over 2437139.34 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06347, over 17981.64 utterances.], batch size: 34, lr: 2.83e-04
2022-08-29 08:11:41,710 INFO [train.py:927] (3/8) Epoch 14, batch 1000, giga_loss[loss=0.1921, simple_loss=0.272, pruned_loss=0.05608, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04268, over 28.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.0604, over 2454117.92 frames. utt_duration=568.5 frames, utt_pad_proportion=0.0639, over 17313.44 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2823, pruned_loss=0.05216, over 1015893.24 frames. utt_duration=1257 frames, utt_pad_proportion=0.06751, over 3237.73 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2944, pruned_loss=0.06073, over 2443785.47 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06423, over 18139.43 utterances.], batch size: 28, lr: 2.83e-04
2022-08-29 08:13:21,063 INFO [train.py:927] (3/8) Epoch 14, batch 1050, giga_loss[loss=0.191, simple_loss=0.2784, pruned_loss=0.05176, over 12297.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.03705, over 51.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2931, pruned_loss=0.06045, over 2458270.62 frames. utt_duration=592 frames, utt_pad_proportion=0.06417, over 16651.96 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2825, pruned_loss=0.05272, over 1093722.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.07355, over 3517.36 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2937, pruned_loss=0.06088, over 2449250.63 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06331, over 17756.38 utterances.], batch size: 51, lr: 2.83e-04
2022-08-29 08:15:06,088 INFO [train.py:927] (3/8) Epoch 14, batch 1100, giga_loss[loss=0.1872, simple_loss=0.2682, pruned_loss=0.05317, over 12121.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04438, over 33.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2928, pruned_loss=0.06013, over 2461129.39 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06595, over 17124.66 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2827, pruned_loss=0.05252, over 1127447.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.07217, over 3625.19 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2934, pruned_loss=0.06074, over 2454015.50 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06538, over 18219.28 utterances.], batch size: 33, lr: 2.83e-04
2022-08-29 08:16:49,224 INFO [train.py:927] (3/8) Epoch 14, batch 1150, giga_loss[loss=0.1869, simple_loss=0.271, pruned_loss=0.05143, over 12457.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03497, over 123.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2897, pruned_loss=0.05881, over 2464558.57 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06812, over 17441.54 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2832, pruned_loss=0.05268, over 1160992.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.07703, over 3783.99 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2902, pruned_loss=0.05937, over 2458432.50 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06651, over 18485.40 utterances.], batch size: 123, lr: 2.83e-04
2022-08-29 08:18:31,357 INFO [train.py:927] (3/8) Epoch 14, batch 1200, giga_loss[loss=0.1909, simple_loss=0.2643, pruned_loss=0.05874, over 12188.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03558, over 28.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05737, over 2466240.20 frames. utt_duration=544.9 frames, utt_pad_proportion=0.07016, over 18154.06 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2833, pruned_loss=0.05285, over 1193253.09 frames. utt_duration=1226 frames, utt_pad_proportion=0.07628, over 3899.33 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2861, pruned_loss=0.05785, over 2461384.37 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06894, over 19217.72 utterances.], batch size: 28, lr: 2.83e-04
2022-08-29 08:20:12,790 INFO [train.py:927] (3/8) Epoch 14, batch 1250, giga_loss[loss=0.2076, simple_loss=0.2927, pruned_loss=0.06119, over 12368.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0358, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2852, pruned_loss=0.05737, over 2467798.65 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06904, over 18463.38 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2827, pruned_loss=0.05273, over 1236807.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.07228, over 3998.39 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2858, pruned_loss=0.05794, over 2464214.09 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06883, over 19685.83 utterances.], batch size: 122, lr: 2.83e-04
2022-08-29 08:21:53,649 INFO [train.py:927] (3/8) Epoch 14, batch 1300, libri_loss[loss=0.1995, simple_loss=0.2985, pruned_loss=0.05022, over 12400.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02443, over 43.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2839, pruned_loss=0.05696, over 2468743.47 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06965, over 18072.32 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.284, pruned_loss=0.05318, over 1273107.52 frames. utt_duration=1190 frames, utt_pad_proportion=0.08549, over 4284.42 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2837, pruned_loss=0.0573, over 2466019.47 frames. utt_duration=516 frames, utt_pad_proportion=0.06646, over 19171.13 utterances.], batch size: 43, lr: 2.83e-04
2022-08-29 08:23:32,990 INFO [train.py:927] (3/8) Epoch 14, batch 1350, giga_loss[loss=0.1877, simple_loss=0.2699, pruned_loss=0.05276, over 12421.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03713, over 105.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2813, pruned_loss=0.05633, over 2469847.23 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06593, over 17275.66 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2838, pruned_loss=0.05322, over 1302815.72 frames. utt_duration=1196 frames, utt_pad_proportion=0.08256, over 4361.43 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2813, pruned_loss=0.05666, over 2467581.13 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06397, over 18378.67 utterances.], batch size: 105, lr: 2.83e-04
2022-08-29 08:25:15,898 INFO [train.py:927] (3/8) Epoch 14, batch 1400, giga_loss[loss=0.1851, simple_loss=0.2681, pruned_loss=0.05099, over 12374.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2778, pruned_loss=0.05503, over 2469439.00 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06039, over 16348.54 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2838, pruned_loss=0.05313, over 1319941.75 frames. utt_duration=1203 frames, utt_pad_proportion=0.08084, over 4395.83 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2777, pruned_loss=0.05537, over 2467899.26 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05934, over 17354.32 utterances.], batch size: 51, lr: 2.83e-04
2022-08-29 08:26:56,094 INFO [train.py:927] (3/8) Epoch 14, batch 1450, libri_loss[loss=0.1876, simple_loss=0.2671, pruned_loss=0.05406, over 12222.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009314, over 29.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.276, pruned_loss=0.0545, over 2469564.26 frames. utt_duration=616.1 frames, utt_pad_proportion=0.06001, over 16073.60 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2847, pruned_loss=0.0533, over 1370597.38 frames. utt_duration=1214 frames, utt_pad_proportion=0.07583, over 4520.33 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2752, pruned_loss=0.05475, over 2468367.48 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05998, over 17255.73 utterances.], batch size: 29, lr: 2.83e-04
2022-08-29 08:28:36,662 INFO [train.py:927] (3/8) Epoch 14, batch 1500, giga_loss[loss=0.1619, simple_loss=0.2454, pruned_loss=0.03915, over 12408.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04189, over 26.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2745, pruned_loss=0.05415, over 2470593.30 frames. utt_duration=633.9 frames, utt_pad_proportion=0.0598, over 15625.44 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2843, pruned_loss=0.05306, over 1429599.35 frames. utt_duration=1221 frames, utt_pad_proportion=0.07179, over 4687.29 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2735, pruned_loss=0.05454, over 2469586.24 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06053, over 17023.32 utterances.], batch size: 26, lr: 2.83e-04
2022-08-29 08:30:16,220 INFO [train.py:927] (3/8) Epoch 14, batch 1550, giga_loss[loss=0.1663, simple_loss=0.2504, pruned_loss=0.04107, over 12386.00 frames. utt_duration=855.6 frames, utt_pad_proportion=0.02995, over 58.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2725, pruned_loss=0.05327, over 2471577.98 frames. utt_duration=649 frames, utt_pad_proportion=0.05715, over 15268.57 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2843, pruned_loss=0.05299, over 1455544.80 frames. utt_duration=1211 frames, utt_pad_proportion=0.07219, over 4815.13 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2715, pruned_loss=0.05362, over 2470599.25 frames. utt_duration=600.2 frames, utt_pad_proportion=0.0576, over 16506.54 utterances.], batch size: 58, lr: 2.83e-04
2022-08-29 08:32:00,111 INFO [train.py:927] (3/8) Epoch 14, batch 1600, libri_loss[loss=0.2063, simple_loss=0.2957, pruned_loss=0.05844, over 12406.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02233, over 43.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2753, pruned_loss=0.05462, over 2472384.29 frames. utt_duration=645.9 frames, utt_pad_proportion=0.05401, over 15345.95 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2843, pruned_loss=0.05285, over 1470675.81 frames. utt_duration=1213 frames, utt_pad_proportion=0.07083, over 4853.76 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2743, pruned_loss=0.055, over 2471654.79 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05483, over 16440.34 utterances.], batch size: 43, lr: 2.83e-04
2022-08-29 08:33:44,744 INFO [train.py:927] (3/8) Epoch 14, batch 1650, giga_loss[loss=0.2076, simple_loss=0.3015, pruned_loss=0.05683, over 12443.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03749, over 123.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2807, pruned_loss=0.05749, over 2472735.44 frames. utt_duration=601.7 frames, utt_pad_proportion=0.06191, over 16478.44 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2837, pruned_loss=0.05257, over 1495185.32 frames. utt_duration=1206 frames, utt_pad_proportion=0.07491, over 4965.75 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2801, pruned_loss=0.058, over 2472425.25 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06085, over 17495.13 utterances.], batch size: 123, lr: 2.82e-04
2022-08-29 08:35:27,618 INFO [train.py:927] (3/8) Epoch 14, batch 1700, giga_loss[loss=0.2189, simple_loss=0.3102, pruned_loss=0.06382, over 12417.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04288, over 146.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2851, pruned_loss=0.05871, over 2472617.88 frames. utt_duration=598.8 frames, utt_pad_proportion=0.06196, over 16557.24 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2835, pruned_loss=0.05244, over 1537791.91 frames. utt_duration=1215 frames, utt_pad_proportion=0.07114, over 5069.24 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2847, pruned_loss=0.0594, over 2472821.04 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06185, over 17744.35 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 08:37:10,538 INFO [train.py:927] (3/8) Epoch 14, batch 1750, giga_loss[loss=0.2197, simple_loss=0.2983, pruned_loss=0.07055, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.0445, over 34.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2918, pruned_loss=0.06227, over 2473045.57 frames. utt_duration=539.5 frames, utt_pad_proportion=0.07705, over 18388.10 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2839, pruned_loss=0.05242, over 1556430.34 frames. utt_duration=1209 frames, utt_pad_proportion=0.07087, over 5156.22 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2913, pruned_loss=0.06298, over 2473129.24 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07624, over 19472.79 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 08:38:52,424 INFO [train.py:927] (3/8) Epoch 14, batch 1800, giga_loss[loss=0.2165, simple_loss=0.2902, pruned_loss=0.07141, over 12336.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2912, pruned_loss=0.06085, over 2473451.03 frames. utt_duration=509.9 frames, utt_pad_proportion=0.07677, over 19461.07 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2837, pruned_loss=0.05236, over 1579297.54 frames. utt_duration=1209 frames, utt_pad_proportion=0.06978, over 5231.84 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06164, over 2473362.77 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07641, over 20567.62 utterances.], batch size: 365, lr: 2.82e-04
2022-08-29 08:40:35,143 INFO [train.py:927] (3/8) Epoch 14, batch 1850, giga_loss[loss=0.2368, simple_loss=0.3195, pruned_loss=0.07702, over 12335.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03064, over 66.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2907, pruned_loss=0.05956, over 2473503.51 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07482, over 19001.41 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2837, pruned_loss=0.05229, over 1587993.18 frames. utt_duration=1212 frames, utt_pad_proportion=0.06899, over 5245.48 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2907, pruned_loss=0.06031, over 2473652.65 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07483, over 19992.55 utterances.], batch size: 66, lr: 2.82e-04
2022-08-29 08:42:26,114 INFO [train.py:927] (3/8) Epoch 14, batch 1900, giga_loss[loss=0.2099, simple_loss=0.2973, pruned_loss=0.0613, over 12209.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04076, over 28.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2937, pruned_loss=0.06102, over 2473565.77 frames. utt_duration=532.7 frames, utt_pad_proportion=0.07162, over 18625.82 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2842, pruned_loss=0.05249, over 1601222.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.06887, over 5307.52 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2935, pruned_loss=0.0616, over 2473671.18 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07182, over 19537.51 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 08:44:11,265 INFO [train.py:927] (3/8) Epoch 14, batch 1950, giga_loss[loss=0.2042, simple_loss=0.2959, pruned_loss=0.05629, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2939, pruned_loss=0.06158, over 2473085.43 frames. utt_duration=546.9 frames, utt_pad_proportion=0.07169, over 18138.53 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2833, pruned_loss=0.05225, over 1630553.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.06624, over 5355.88 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2946, pruned_loss=0.06246, over 2473821.92 frames. utt_duration=516 frames, utt_pad_proportion=0.07254, over 19231.71 utterances.], batch size: 75, lr: 2.82e-04
2022-08-29 08:45:54,791 INFO [train.py:927] (3/8) Epoch 14, batch 2000, giga_loss[loss=0.2098, simple_loss=0.292, pruned_loss=0.06375, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02945, over 55.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2953, pruned_loss=0.063, over 2472843.91 frames. utt_duration=539.3 frames, utt_pad_proportion=0.07169, over 18390.69 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2833, pruned_loss=0.05227, over 1638818.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.06558, over 5375.24 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.06378, over 2473553.08 frames. utt_duration=512.6 frames, utt_pad_proportion=0.07256, over 19357.48 utterances.], batch size: 55, lr: 2.82e-04
2022-08-29 08:47:36,532 INFO [train.py:927] (3/8) Epoch 14, batch 2050, giga_loss[loss=0.2282, simple_loss=0.3151, pruned_loss=0.07068, over 12187.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.04043, over 28.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2971, pruned_loss=0.06319, over 2472837.82 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07169, over 17915.06 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2838, pruned_loss=0.05235, over 1663355.04 frames. utt_duration=1222 frames, utt_pad_proportion=0.06439, over 5452.27 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2977, pruned_loss=0.06406, over 2473558.35 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07277, over 18963.74 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 08:49:20,433 INFO [train.py:927] (3/8) Epoch 14, batch 2100, giga_loss[loss=0.1946, simple_loss=0.2799, pruned_loss=0.05462, over 12376.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03073, over 58.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06325, over 2471820.15 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06929, over 17108.38 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2835, pruned_loss=0.05223, over 1698692.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06756, over 5585.99 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2988, pruned_loss=0.06449, over 2472733.33 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06939, over 18339.56 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 08:51:02,290 INFO [train.py:927] (3/8) Epoch 14, batch 2150, giga_loss[loss=0.2074, simple_loss=0.297, pruned_loss=0.05888, over 12382.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04116, over 133.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06352, over 2471711.39 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06512, over 16998.52 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2832, pruned_loss=0.0522, over 1713951.61 frames. utt_duration=1222 frames, utt_pad_proportion=0.06661, over 5618.02 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.298, pruned_loss=0.06469, over 2472520.11 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06571, over 18139.92 utterances.], batch size: 133, lr: 2.82e-04
2022-08-29 08:52:47,182 INFO [train.py:927] (3/8) Epoch 14, batch 2200, giga_loss[loss=0.2191, simple_loss=0.3038, pruned_loss=0.06721, over 12434.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04125, over 146.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2957, pruned_loss=0.06324, over 2471697.04 frames. utt_duration=617.7 frames, utt_pad_proportion=0.06083, over 16046.09 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2836, pruned_loss=0.05244, over 1728938.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.06521, over 5657.38 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2967, pruned_loss=0.06423, over 2472395.74 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06197, over 17118.17 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 08:54:28,783 INFO [train.py:927] (3/8) Epoch 14, batch 2250, giga_loss[loss=0.19, simple_loss=0.2774, pruned_loss=0.05125, over 12324.00 frames. utt_duration=914.2 frames, utt_pad_proportion=0.02329, over 54.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2957, pruned_loss=0.06296, over 2471239.88 frames. utt_duration=627.3 frames, utt_pad_proportion=0.05874, over 15796.62 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2832, pruned_loss=0.05215, over 1739881.65 frames. utt_duration=1229 frames, utt_pad_proportion=0.0642, over 5669.46 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.297, pruned_loss=0.06406, over 2471909.78 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06002, over 16764.86 utterances.], batch size: 54, lr: 2.82e-04
2022-08-29 08:56:13,765 INFO [train.py:927] (3/8) Epoch 14, batch 2300, giga_loss[loss=0.2144, simple_loss=0.2965, pruned_loss=0.06618, over 12414.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03954, over 105.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2963, pruned_loss=0.06321, over 2470498.39 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05878, over 15725.34 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2835, pruned_loss=0.05234, over 1757528.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06303, over 5722.09 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06421, over 2471458.19 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06014, over 16688.12 utterances.], batch size: 105, lr: 2.82e-04
2022-08-29 08:57:56,214 INFO [train.py:927] (3/8) Epoch 14, batch 2350, giga_loss[loss=0.2127, simple_loss=0.2982, pruned_loss=0.06363, over 12396.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2955, pruned_loss=0.06272, over 2471399.11 frames. utt_duration=641.8 frames, utt_pad_proportion=0.05545, over 15439.46 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2833, pruned_loss=0.05228, over 1792516.48 frames. utt_duration=1239 frames, utt_pad_proportion=0.06016, over 5792.99 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2971, pruned_loss=0.06408, over 2472100.04 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05758, over 16606.87 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 08:59:39,984 INFO [train.py:927] (3/8) Epoch 14, batch 2400, libri_loss[loss=0.1981, simple_loss=0.2923, pruned_loss=0.05194, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006427, over 34.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2935, pruned_loss=0.0618, over 2471119.15 frames. utt_duration=636.7 frames, utt_pad_proportion=0.06006, over 15561.76 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2834, pruned_loss=0.05234, over 1812307.17 frames. utt_duration=1245 frames, utt_pad_proportion=0.05835, over 5830.72 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.295, pruned_loss=0.06312, over 2471952.71 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06201, over 16727.75 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 09:01:22,688 INFO [train.py:927] (3/8) Epoch 14, batch 2450, giga_loss[loss=0.1938, simple_loss=0.2724, pruned_loss=0.05763, over 12350.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2925, pruned_loss=0.06176, over 2471097.38 frames. utt_duration=640.3 frames, utt_pad_proportion=0.06005, over 15473.38 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2837, pruned_loss=0.05252, over 1828792.13 frames. utt_duration=1247 frames, utt_pad_proportion=0.0569, over 5874.55 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2937, pruned_loss=0.0629, over 2471578.02 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06215, over 16587.38 utterances.], batch size: 62, lr: 2.82e-04
2022-08-29 09:03:04,377 INFO [train.py:927] (3/8) Epoch 14, batch 2500, giga_loss[loss=0.177, simple_loss=0.2591, pruned_loss=0.0475, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03449, over 28.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2895, pruned_loss=0.06043, over 2471850.38 frames. utt_duration=642 frames, utt_pad_proportion=0.05913, over 15435.76 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05278, over 1847432.75 frames. utt_duration=1248 frames, utt_pad_proportion=0.05672, over 5926.85 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2905, pruned_loss=0.06142, over 2472607.74 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06092, over 16532.42 utterances.], batch size: 28, lr: 2.82e-04
2022-08-29 09:04:46,620 INFO [train.py:927] (3/8) Epoch 14, batch 2550, giga_loss[loss=0.1842, simple_loss=0.2603, pruned_loss=0.05402, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03916, over 37.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2869, pruned_loss=0.05937, over 2472567.38 frames. utt_duration=633.2 frames, utt_pad_proportion=0.06129, over 15656.64 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2844, pruned_loss=0.0529, over 1856921.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.05601, over 5949.88 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2875, pruned_loss=0.06016, over 2473026.91 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06279, over 16625.22 utterances.], batch size: 37, lr: 2.82e-04
2022-08-29 09:06:27,151 INFO [train.py:927] (3/8) Epoch 14, batch 2600, giga_loss[loss=0.2078, simple_loss=0.3065, pruned_loss=0.05454, over 12413.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0428, over 146.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2859, pruned_loss=0.05876, over 2473121.81 frames. utt_duration=622.3 frames, utt_pad_proportion=0.06038, over 15935.31 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.284, pruned_loss=0.05282, over 1875260.50 frames. utt_duration=1259 frames, utt_pad_proportion=0.05467, over 5965.26 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2867, pruned_loss=0.05961, over 2473407.82 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06211, over 16967.70 utterances.], batch size: 146, lr: 2.82e-04
2022-08-29 09:08:10,023 INFO [train.py:927] (3/8) Epoch 14, batch 2650, giga_loss[loss=0.1828, simple_loss=0.2814, pruned_loss=0.04213, over 12456.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0405, over 114.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2858, pruned_loss=0.05811, over 2473344.31 frames. utt_duration=599.8 frames, utt_pad_proportion=0.06052, over 16536.01 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2843, pruned_loss=0.05299, over 1881397.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05412, over 5987.56 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2863, pruned_loss=0.05872, over 2473431.92 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06201, over 17409.79 utterances.], batch size: 114, lr: 2.82e-04
2022-08-29 09:09:51,336 INFO [train.py:927] (3/8) Epoch 14, batch 2700, giga_loss[loss=0.1932, simple_loss=0.2719, pruned_loss=0.05724, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03273, over 42.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.05749, over 2472555.30 frames. utt_duration=577.1 frames, utt_pad_proportion=0.06446, over 17183.70 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.284, pruned_loss=0.05291, over 1887005.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.05366, over 5987.69 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2864, pruned_loss=0.05807, over 2472879.38 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06557, over 17962.32 utterances.], batch size: 42, lr: 2.82e-04
2022-08-29 09:11:32,209 INFO [train.py:927] (3/8) Epoch 14, batch 2750, giga_loss[loss=0.18, simple_loss=0.2753, pruned_loss=0.04229, over 12349.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2864, pruned_loss=0.05766, over 2472547.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06498, over 17009.44 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2845, pruned_loss=0.05306, over 1907188.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.05938, over 6145.49 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2866, pruned_loss=0.05815, over 2472815.97 frames. utt_duration=556 frames, utt_pad_proportion=0.06421, over 17838.10 utterances.], batch size: 51, lr: 2.82e-04
2022-08-29 09:13:13,511 INFO [train.py:927] (3/8) Epoch 14, batch 2800, giga_loss[loss=0.1971, simple_loss=0.2906, pruned_loss=0.05179, over 12367.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0356, over 122.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2868, pruned_loss=0.05753, over 2472160.08 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06109, over 16778.29 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2848, pruned_loss=0.05311, over 1921118.70 frames. utt_duration=1245 frames, utt_pad_proportion=0.05809, over 6180.41 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2868, pruned_loss=0.05799, over 2472431.64 frames. utt_duration=562 frames, utt_pad_proportion=0.06108, over 17644.57 utterances.], batch size: 122, lr: 2.82e-04
2022-08-29 09:14:55,359 INFO [train.py:927] (3/8) Epoch 14, batch 2850, giga_loss[loss=0.2161, simple_loss=0.3037, pruned_loss=0.06429, over 12433.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03525, over 86.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2896, pruned_loss=0.05836, over 2472572.45 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05803, over 17003.49 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.285, pruned_loss=0.05306, over 1942556.93 frames. utt_duration=1244 frames, utt_pad_proportion=0.05738, over 6251.73 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2896, pruned_loss=0.05893, over 2472986.28 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05839, over 18016.61 utterances.], batch size: 86, lr: 2.82e-04
2022-08-29 09:16:37,343 INFO [train.py:927] (3/8) Epoch 14, batch 2900, giga_loss[loss=0.2199, simple_loss=0.3082, pruned_loss=0.06579, over 12388.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02954, over 58.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2907, pruned_loss=0.05816, over 2473234.00 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05512, over 16580.33 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.285, pruned_loss=0.05299, over 1963167.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.05528, over 6295.95 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2908, pruned_loss=0.05886, over 2473779.41 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05625, over 17740.78 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:18:21,045 INFO [train.py:927] (3/8) Epoch 14, batch 2950, giga_loss[loss=0.1613, simple_loss=0.2498, pruned_loss=0.03638, over 12462.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03911, over 31.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2915, pruned_loss=0.05877, over 2472937.78 frames. utt_duration=575.5 frames, utt_pad_proportion=0.0569, over 17233.88 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.285, pruned_loss=0.05299, over 1965759.60 frames. utt_duration=1250 frames, utt_pad_proportion=0.05501, over 6298.47 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2916, pruned_loss=0.05934, over 2473330.52 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05775, over 18180.16 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 09:20:02,122 INFO [train.py:927] (3/8) Epoch 14, batch 3000, giga_loss[loss=0.2001, simple_loss=0.2822, pruned_loss=0.05902, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03606, over 86.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.29, pruned_loss=0.05847, over 2473358.07 frames. utt_duration=577 frames, utt_pad_proportion=0.05631, over 17191.61 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2852, pruned_loss=0.05304, over 1978208.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.05416, over 6308.84 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2902, pruned_loss=0.05903, over 2473783.28 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0573, over 18185.99 utterances.], batch size: 86, lr: 2.82e-04
2022-08-29 09:20:02,123 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 09:20:15,833 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1786, simple_loss=0.2871, pruned_loss=0.03504, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 09:21:51,169 INFO [train.py:927] (3/8) Epoch 14, batch 3050, giga_loss[loss=0.2012, simple_loss=0.2934, pruned_loss=0.05449, over 12350.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.289, pruned_loss=0.05812, over 2473103.42 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06, over 17921.36 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2851, pruned_loss=0.05307, over 1992615.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05283, over 6330.53 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2892, pruned_loss=0.05867, over 2473660.73 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06096, over 18988.48 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:23:33,708 INFO [train.py:927] (3/8) Epoch 14, batch 3100, giga_loss[loss=0.2144, simple_loss=0.3048, pruned_loss=0.06195, over 12342.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2893, pruned_loss=0.05734, over 2473910.93 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05814, over 17771.17 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2847, pruned_loss=0.05298, over 2004403.68 frames. utt_duration=1267 frames, utt_pad_proportion=0.05166, over 6334.26 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2899, pruned_loss=0.05795, over 2474480.25 frames. utt_duration=526 frames, utt_pad_proportion=0.05938, over 18869.74 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:25:13,892 INFO [train.py:927] (3/8) Epoch 14, batch 3150, libri_loss[loss=0.2345, simple_loss=0.3152, pruned_loss=0.07688, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006247, over 34.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2892, pruned_loss=0.05746, over 2474120.31 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05616, over 18172.39 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2846, pruned_loss=0.05294, over 2015691.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.05059, over 6347.87 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2898, pruned_loss=0.05806, over 2474870.51 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0576, over 19304.58 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 09:26:53,629 INFO [train.py:927] (3/8) Epoch 14, batch 3200, giga_loss[loss=0.2076, simple_loss=0.2848, pruned_loss=0.06522, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0332, over 122.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05803, over 2473356.73 frames. utt_duration=536.6 frames, utt_pad_proportion=0.05719, over 18490.48 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2851, pruned_loss=0.05298, over 2026547.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.04945, over 6378.86 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2884, pruned_loss=0.05858, over 2474398.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.05863, over 19632.59 utterances.], batch size: 122, lr: 2.82e-04
2022-08-29 09:28:29,737 INFO [train.py:927] (3/8) Epoch 14, batch 3250, giga_loss[loss=0.2333, simple_loss=0.3025, pruned_loss=0.08208, over 12354.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1888, over 362.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.286, pruned_loss=0.05782, over 2474389.45 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05944, over 18348.89 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2851, pruned_loss=0.0531, over 2037476.10 frames. utt_duration=1271 frames, utt_pad_proportion=0.04942, over 6421.73 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2861, pruned_loss=0.05829, over 2475336.64 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06054, over 19482.61 utterances.], batch size: 362, lr: 2.82e-04
2022-08-29 09:30:09,204 INFO [train.py:927] (3/8) Epoch 14, batch 3300, giga_loss[loss=0.1719, simple_loss=0.2554, pruned_loss=0.04419, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2826, pruned_loss=0.05683, over 2474134.43 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06213, over 18185.97 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2857, pruned_loss=0.05325, over 2048197.98 frames. utt_duration=1271 frames, utt_pad_proportion=0.04872, over 6454.76 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2823, pruned_loss=0.05718, over 2474965.44 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06319, over 19322.84 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:31:47,198 INFO [train.py:927] (3/8) Epoch 14, batch 3350, giga_loss[loss=0.2161, simple_loss=0.2985, pruned_loss=0.06689, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.28, pruned_loss=0.05578, over 2473261.58 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06024, over 17393.19 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05308, over 2062717.58 frames. utt_duration=1279 frames, utt_pad_proportion=0.04725, over 6457.77 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.28, pruned_loss=0.05627, over 2474068.35 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06179, over 18644.30 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:33:26,751 INFO [train.py:927] (3/8) Epoch 14, batch 3400, giga_loss[loss=0.1827, simple_loss=0.2723, pruned_loss=0.04662, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04489, over 34.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2807, pruned_loss=0.05569, over 2473143.74 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05709, over 16911.04 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.285, pruned_loss=0.05306, over 2070551.52 frames. utt_duration=1282 frames, utt_pad_proportion=0.04678, over 6467.64 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2807, pruned_loss=0.05614, over 2474038.04 frames. utt_duration=549 frames, utt_pad_proportion=0.05877, over 18074.94 utterances.], batch size: 34, lr: 2.82e-04
2022-08-29 09:35:05,254 INFO [train.py:927] (3/8) Epoch 14, batch 3450, giga_loss[loss=0.1887, simple_loss=0.282, pruned_loss=0.04776, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2826, pruned_loss=0.05601, over 2473764.88 frames. utt_duration=595.9 frames, utt_pad_proportion=0.05423, over 16648.28 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05307, over 2084796.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.04536, over 6490.12 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2824, pruned_loss=0.05645, over 2474155.34 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05637, over 17899.26 utterances.], batch size: 75, lr: 2.82e-04
2022-08-29 09:36:53,131 INFO [train.py:927] (3/8) Epoch 14, batch 3500, giga_loss[loss=0.2255, simple_loss=0.3018, pruned_loss=0.07458, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2853, pruned_loss=0.05719, over 2474029.18 frames. utt_duration=595.1 frames, utt_pad_proportion=0.055, over 16672.77 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2846, pruned_loss=0.05287, over 2097782.09 frames. utt_duration=1294 frames, utt_pad_proportion=0.04414, over 6489.83 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2856, pruned_loss=0.05783, over 2474719.56 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05721, over 18005.85 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:38:36,403 INFO [train.py:927] (3/8) Epoch 14, batch 3550, giga_loss[loss=0.2785, simple_loss=0.3472, pruned_loss=0.105, over 12363.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05589, over 181.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2922, pruned_loss=0.06165, over 2473943.73 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05458, over 17131.38 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.285, pruned_loss=0.0531, over 2114089.31 frames. utt_duration=1298 frames, utt_pad_proportion=0.04252, over 6523.15 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2923, pruned_loss=0.06223, over 2474758.41 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05708, over 18601.72 utterances.], batch size: 181, lr: 2.82e-04
2022-08-29 09:40:18,448 INFO [train.py:927] (3/8) Epoch 14, batch 3600, giga_loss[loss=0.2261, simple_loss=0.3088, pruned_loss=0.07174, over 12398.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03333, over 122.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2982, pruned_loss=0.06507, over 2473907.56 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06376, over 18350.10 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2852, pruned_loss=0.05313, over 2117561.57 frames. utt_duration=1294 frames, utt_pad_proportion=0.04313, over 6553.77 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2982, pruned_loss=0.0656, over 2474659.80 frames. utt_duration=507 frames, utt_pad_proportion=0.06497, over 19582.97 utterances.], batch size: 122, lr: 2.82e-04
2022-08-29 09:42:00,731 INFO [train.py:927] (3/8) Epoch 14, batch 3650, giga_loss[loss=0.2397, simple_loss=0.3205, pruned_loss=0.07943, over 12199.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.03703, over 33.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3049, pruned_loss=0.06983, over 2473611.23 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06187, over 18346.54 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2854, pruned_loss=0.05328, over 2122616.13 frames. utt_duration=1296 frames, utt_pad_proportion=0.04258, over 6556.48 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3049, pruned_loss=0.07033, over 2474442.29 frames. utt_duration=509.7 frames, utt_pad_proportion=0.0632, over 19474.77 utterances.], batch size: 33, lr: 2.82e-04
2022-08-29 09:43:42,522 INFO [train.py:927] (3/8) Epoch 14, batch 3700, giga_loss[loss=0.2137, simple_loss=0.2984, pruned_loss=0.06445, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.02896, over 58.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3095, pruned_loss=0.07369, over 2473291.47 frames. utt_duration=522.9 frames, utt_pad_proportion=0.06178, over 18972.15 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2853, pruned_loss=0.05332, over 2127775.74 frames. utt_duration=1300 frames, utt_pad_proportion=0.04206, over 6554.11 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3099, pruned_loss=0.07431, over 2473999.69 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06304, over 20026.83 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:45:27,558 INFO [train.py:927] (3/8) Epoch 14, batch 3750, giga_loss[loss=0.2613, simple_loss=0.3309, pruned_loss=0.09587, over 12358.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.315, pruned_loss=0.07921, over 2474235.84 frames. utt_duration=494 frames, utt_pad_proportion=0.06969, over 20093.40 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2852, pruned_loss=0.05333, over 2132795.47 frames. utt_duration=1303 frames, utt_pad_proportion=0.04156, over 6552.78 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3157, pruned_loss=0.07998, over 2474909.31 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07054, over 21097.71 utterances.], batch size: 97, lr: 2.82e-04
2022-08-29 09:47:13,262 INFO [train.py:927] (3/8) Epoch 14, batch 3800, giga_loss[loss=0.3107, simple_loss=0.3615, pruned_loss=0.1299, over 12388.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.104, over 258.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3179, pruned_loss=0.08146, over 2474311.48 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07279, over 20576.82 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2855, pruned_loss=0.05334, over 2139248.21 frames. utt_duration=1306 frames, utt_pad_proportion=0.04088, over 6560.72 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3189, pruned_loss=0.08255, over 2475158.44 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07366, over 21609.58 utterances.], batch size: 258, lr: 2.82e-04
2022-08-29 09:48:56,723 INFO [train.py:927] (3/8) Epoch 14, batch 3850, giga_loss[loss=0.2183, simple_loss=0.3109, pruned_loss=0.06286, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04308, over 31.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3181, pruned_loss=0.08227, over 2474257.22 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07325, over 21252.92 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2854, pruned_loss=0.05319, over 2147134.99 frames. utt_duration=1308 frames, utt_pad_proportion=0.04008, over 6572.50 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3196, pruned_loss=0.08383, over 2475262.24 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0743, over 22363.40 utterances.], batch size: 31, lr: 2.82e-04
2022-08-29 09:50:43,287 INFO [train.py:927] (3/8) Epoch 14, batch 3900, giga_loss[loss=0.2117, simple_loss=0.3033, pruned_loss=0.06002, over 12318.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.0353, over 58.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3186, pruned_loss=0.08178, over 2474132.95 frames. utt_duration=469.4 frames, utt_pad_proportion=0.0727, over 21147.57 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2855, pruned_loss=0.05326, over 2158272.68 frames. utt_duration=1307 frames, utt_pad_proportion=0.04014, over 6613.46 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3206, pruned_loss=0.08387, over 2475056.07 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07387, over 22456.94 utterances.], batch size: 58, lr: 2.82e-04
2022-08-29 09:52:26,539 INFO [train.py:927] (3/8) Epoch 14, batch 3950, giga_loss[loss=0.2128, simple_loss=0.323, pruned_loss=0.05129, over 12332.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3197, pruned_loss=0.0823, over 2474975.09 frames. utt_duration=450 frames, utt_pad_proportion=0.07317, over 22073.68 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2858, pruned_loss=0.05345, over 2164483.59 frames. utt_duration=1309 frames, utt_pad_proportion=0.03945, over 6622.10 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3217, pruned_loss=0.08433, over 2475804.07 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07441, over 23370.43 utterances.], batch size: 66, lr: 2.82e-04
2022-08-29 09:54:12,879 INFO [train.py:927] (3/8) Epoch 14, batch 4000, giga_loss[loss=0.1927, simple_loss=0.2899, pruned_loss=0.04778, over 12314.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02919, over 74.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3195, pruned_loss=0.08102, over 2475319.57 frames. utt_duration=441 frames, utt_pad_proportion=0.07459, over 22523.97 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.286, pruned_loss=0.0535, over 2172446.86 frames. utt_duration=1305 frames, utt_pad_proportion=0.03961, over 6668.32 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3216, pruned_loss=0.08319, over 2475752.41 frames. utt_duration=416.8 frames, utt_pad_proportion=0.07568, over 23843.37 utterances.], batch size: 74, lr: 2.82e-04
2022-08-29 09:55:57,282 INFO [train.py:927] (3/8) Epoch 14, batch 4050, giga_loss[loss=0.2483, simple_loss=0.3195, pruned_loss=0.08851, over 12403.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05345, over 162.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3186, pruned_loss=0.07886, over 2475649.58 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07729, over 23035.41 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2884, pruned_loss=0.0536, over 2182579.22 frames. utt_duration=1304 frames, utt_pad_proportion=0.03963, over 6703.88 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3195, pruned_loss=0.08136, over 2476262.40 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07831, over 24561.64 utterances.], batch size: 162, lr: 2.82e-04
2022-08-29 09:57:41,562 INFO [train.py:927] (3/8) Epoch 14, batch 4100, giga_loss[loss=0.2798, simple_loss=0.3431, pruned_loss=0.1082, over 12404.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04342, over 146.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3167, pruned_loss=0.07794, over 2475664.02 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07565, over 22627.28 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2885, pruned_loss=0.05368, over 2188452.91 frames. utt_duration=1299 frames, utt_pad_proportion=0.04015, over 6744.42 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3178, pruned_loss=0.0803, over 2476097.63 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07669, over 24091.15 utterances.], batch size: 146, lr: 2.81e-04
2022-08-29 09:59:34,930 INFO [train.py:927] (3/8) Epoch 14, batch 4150, libri_loss[loss=0.1648, simple_loss=0.2537, pruned_loss=0.03793, over 12205.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03421, over 27.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3153, pruned_loss=0.07731, over 2475296.54 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07897, over 22593.55 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2882, pruned_loss=0.05352, over 2196793.02 frames. utt_duration=1306 frames, utt_pad_proportion=0.03929, over 6735.08 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3173, pruned_loss=0.08, over 2475818.98 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08008, over 24213.10 utterances.], batch size: 27, lr: 2.81e-04
2022-08-29 10:01:19,692 INFO [train.py:927] (3/8) Epoch 14, batch 4200, giga_loss[loss=0.208, simple_loss=0.3006, pruned_loss=0.05768, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04027, over 113.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3147, pruned_loss=0.07466, over 2474987.98 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07678, over 22126.57 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2881, pruned_loss=0.05351, over 2201732.25 frames. utt_duration=1310 frames, utt_pad_proportion=0.03864, over 6732.38 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3168, pruned_loss=0.07721, over 2475927.88 frames. utt_duration=419.4 frames, utt_pad_proportion=0.07816, over 23695.74 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 10:03:05,601 INFO [train.py:927] (3/8) Epoch 14, batch 4250, giga_loss[loss=0.2466, simple_loss=0.3233, pruned_loss=0.08494, over 12405.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05062, over 161.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3145, pruned_loss=0.07485, over 2474949.65 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07249, over 21417.39 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2881, pruned_loss=0.05351, over 2203169.59 frames. utt_duration=1310 frames, utt_pad_proportion=0.03847, over 6733.72 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3163, pruned_loss=0.07693, over 2475624.06 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07395, over 22707.93 utterances.], batch size: 161, lr: 2.81e-04
2022-08-29 10:04:52,485 INFO [train.py:927] (3/8) Epoch 14, batch 4300, giga_loss[loss=0.2047, simple_loss=0.2958, pruned_loss=0.05679, over 12351.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02961, over 70.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3133, pruned_loss=0.07518, over 2474395.31 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07685, over 21345.81 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2888, pruned_loss=0.05382, over 2208364.52 frames. utt_duration=1309 frames, utt_pad_proportion=0.038, over 6757.89 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3146, pruned_loss=0.07696, over 2475104.06 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07817, over 22611.21 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 10:06:42,142 INFO [train.py:927] (3/8) Epoch 14, batch 4350, giga_loss[loss=0.2047, simple_loss=0.3011, pruned_loss=0.05414, over 12136.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03664, over 30.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3121, pruned_loss=0.07397, over 2474348.60 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07306, over 20586.64 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2888, pruned_loss=0.05382, over 2212041.75 frames. utt_duration=1310 frames, utt_pad_proportion=0.03753, over 6764.48 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3135, pruned_loss=0.07568, over 2475199.08 frames. utt_duration=456 frames, utt_pad_proportion=0.07464, over 21783.18 utterances.], batch size: 30, lr: 2.81e-04
2022-08-29 10:08:24,963 INFO [train.py:927] (3/8) Epoch 14, batch 4400, giga_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.06447, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3103, pruned_loss=0.07202, over 2474381.52 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06874, over 19922.36 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2885, pruned_loss=0.05364, over 2218662.42 frames. utt_duration=1311 frames, utt_pad_proportion=0.03721, over 6776.31 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3121, pruned_loss=0.07397, over 2474937.17 frames. utt_duration=469 frames, utt_pad_proportion=0.07061, over 21173.15 utterances.], batch size: 97, lr: 2.81e-04
2022-08-29 10:10:10,160 INFO [train.py:927] (3/8) Epoch 14, batch 4450, giga_loss[loss=0.2519, simple_loss=0.3249, pruned_loss=0.08944, over 12420.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07606, over 213.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3085, pruned_loss=0.07184, over 2474166.41 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07349, over 20526.58 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05363, over 2228353.50 frames. utt_duration=1301 frames, utt_pad_proportion=0.04129, over 6857.49 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.311, pruned_loss=0.07409, over 2474921.50 frames. utt_duration=452.6 frames, utt_pad_proportion=0.0741, over 21940.89 utterances.], batch size: 213, lr: 2.81e-04
2022-08-29 10:11:57,605 INFO [train.py:927] (3/8) Epoch 14, batch 4500, giga_loss[loss=0.2176, simple_loss=0.2952, pruned_loss=0.06998, over 12400.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03494, over 80.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3087, pruned_loss=0.07281, over 2474328.38 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07068, over 20393.76 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2884, pruned_loss=0.05374, over 2232095.12 frames. utt_duration=1304 frames, utt_pad_proportion=0.04079, over 6853.65 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3108, pruned_loss=0.07474, over 2474857.15 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07158, over 21694.90 utterances.], batch size: 80, lr: 2.81e-04
2022-08-29 10:13:39,512 INFO [train.py:927] (3/8) Epoch 14, batch 4550, giga_loss[loss=0.1868, simple_loss=0.2677, pruned_loss=0.05293, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02772, over 48.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3067, pruned_loss=0.07229, over 2474232.41 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07225, over 20221.13 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2883, pruned_loss=0.05368, over 2238092.85 frames. utt_duration=1304 frames, utt_pad_proportion=0.04127, over 6875.38 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3089, pruned_loss=0.07433, over 2474650.85 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07302, over 21560.54 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 10:15:25,426 INFO [train.py:927] (3/8) Epoch 14, batch 4600, libri_loss[loss=0.18, simple_loss=0.2816, pruned_loss=0.0392, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006547, over 36.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3059, pruned_loss=0.07185, over 2474196.45 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06836, over 19467.67 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2883, pruned_loss=0.05366, over 2245785.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04048, over 6898.48 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.07413, over 2474982.28 frames. utt_duration=474 frames, utt_pad_proportion=0.0698, over 20949.14 utterances.], batch size: 36, lr: 2.81e-04
2022-08-29 10:17:07,578 INFO [train.py:927] (3/8) Epoch 14, batch 4650, giga_loss[loss=0.1961, simple_loss=0.2783, pruned_loss=0.057, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03406, over 37.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3061, pruned_loss=0.07096, over 2474076.66 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06291, over 18871.14 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2881, pruned_loss=0.05366, over 2253285.86 frames. utt_duration=1310 frames, utt_pad_proportion=0.03938, over 6888.18 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3088, pruned_loss=0.07336, over 2475047.57 frames. utt_duration=485.2 frames, utt_pad_proportion=0.06507, over 20463.23 utterances.], batch size: 37, lr: 2.81e-04
2022-08-29 10:18:52,261 INFO [train.py:927] (3/8) Epoch 14, batch 4700, giga_loss[loss=0.2328, simple_loss=0.3059, pruned_loss=0.07987, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02736, over 45.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3056, pruned_loss=0.07041, over 2474301.09 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06542, over 18637.40 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2882, pruned_loss=0.05377, over 2259061.53 frames. utt_duration=1297 frames, utt_pad_proportion=0.04362, over 6975.00 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.308, pruned_loss=0.07261, over 2474802.90 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0659, over 20090.55 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 10:20:41,598 INFO [train.py:927] (3/8) Epoch 14, batch 4750, giga_loss[loss=0.2854, simple_loss=0.3382, pruned_loss=0.1163, over 12362.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1929, over 364.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3081, pruned_loss=0.07301, over 2473670.54 frames. utt_duration=505.7 frames, utt_pad_proportion=0.07157, over 19623.69 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2881, pruned_loss=0.05371, over 2262641.59 frames. utt_duration=1301 frames, utt_pad_proportion=0.04294, over 6966.55 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3105, pruned_loss=0.07513, over 2474699.01 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07189, over 21007.97 utterances.], batch size: 364, lr: 2.81e-04
2022-08-29 10:22:24,841 INFO [train.py:927] (3/8) Epoch 14, batch 4800, giga_loss[loss=0.2665, simple_loss=0.3315, pruned_loss=0.1007, over 12399.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04885, over 161.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3083, pruned_loss=0.07401, over 2474169.34 frames. utt_duration=503.4 frames, utt_pad_proportion=0.07041, over 19717.03 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2882, pruned_loss=0.05382, over 2265899.79 frames. utt_duration=1303 frames, utt_pad_proportion=0.0424, over 6966.04 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3104, pruned_loss=0.07587, over 2474900.61 frames. utt_duration=473.3 frames, utt_pad_proportion=0.071, over 20982.20 utterances.], batch size: 161, lr: 2.81e-04
2022-08-29 10:24:08,790 INFO [train.py:927] (3/8) Epoch 14, batch 4850, giga_loss[loss=0.2492, simple_loss=0.3179, pruned_loss=0.0903, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03661, over 105.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3087, pruned_loss=0.07489, over 2474444.50 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07102, over 20188.36 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05361, over 2271469.51 frames. utt_duration=1308 frames, utt_pad_proportion=0.0415, over 6956.32 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3114, pruned_loss=0.07709, over 2475573.15 frames. utt_duration=461 frames, utt_pad_proportion=0.07192, over 21548.17 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 10:25:49,988 INFO [train.py:927] (3/8) Epoch 14, batch 4900, giga_loss[loss=0.2022, simple_loss=0.2976, pruned_loss=0.05345, over 12331.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02855, over 66.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3071, pruned_loss=0.07278, over 2474258.03 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06951, over 19989.46 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05363, over 2273688.21 frames. utt_duration=1309 frames, utt_pad_proportion=0.04115, over 6955.74 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3094, pruned_loss=0.07467, over 2474965.14 frames. utt_duration=469 frames, utt_pad_proportion=0.07049, over 21176.37 utterances.], batch size: 66, lr: 2.81e-04
2022-08-29 10:27:36,217 INFO [train.py:927] (3/8) Epoch 14, batch 4950, giga_loss[loss=0.211, simple_loss=0.2926, pruned_loss=0.06472, over 12340.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03341, over 58.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3052, pruned_loss=0.07211, over 2473677.97 frames. utt_duration=514.8 frames, utt_pad_proportion=0.067, over 19275.40 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2873, pruned_loss=0.05367, over 2282801.02 frames. utt_duration=1311 frames, utt_pad_proportion=0.04078, over 6971.08 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3081, pruned_loss=0.07441, over 2474826.80 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06851, over 20768.98 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 10:29:23,328 INFO [train.py:927] (3/8) Epoch 14, batch 5000, giga_loss[loss=0.3086, simple_loss=0.3509, pruned_loss=0.1332, over 12376.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3057, pruned_loss=0.07252, over 2474218.02 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06771, over 19135.52 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2876, pruned_loss=0.05373, over 2287528.70 frames. utt_duration=1307 frames, utt_pad_proportion=0.04109, over 7007.64 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07472, over 2475136.16 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06898, over 20557.77 utterances.], batch size: 366, lr: 2.81e-04
2022-08-29 10:31:09,813 INFO [train.py:927] (3/8) Epoch 14, batch 5050, giga_loss[loss=0.2489, simple_loss=0.3323, pruned_loss=0.08271, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04049, over 31.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3098, pruned_loss=0.07314, over 2475140.07 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07354, over 19774.63 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2878, pruned_loss=0.05364, over 2290186.70 frames. utt_duration=1308 frames, utt_pad_proportion=0.04063, over 7011.56 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3119, pruned_loss=0.07522, over 2475979.01 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07446, over 21063.66 utterances.], batch size: 31, lr: 2.81e-04
2022-08-29 10:32:52,809 INFO [train.py:927] (3/8) Epoch 14, batch 5100, giga_loss[loss=0.2267, simple_loss=0.3058, pruned_loss=0.07377, over 12423.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03666, over 40.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3126, pruned_loss=0.07455, over 2475421.67 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07138, over 20505.68 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05348, over 2292424.03 frames. utt_duration=1312 frames, utt_pad_proportion=0.04022, over 6996.45 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3149, pruned_loss=0.07659, over 2476539.46 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07242, over 21710.71 utterances.], batch size: 40, lr: 2.81e-04
2022-08-29 10:34:34,542 INFO [train.py:927] (3/8) Epoch 14, batch 5150, libri_loss[loss=0.2097, simple_loss=0.3041, pruned_loss=0.05764, over 12413.00 frames. utt_duration=956.4 frames, utt_pad_proportion=0.07503, over 52.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.07508, over 2475067.78 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07093, over 20064.61 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.288, pruned_loss=0.05374, over 2297751.12 frames. utt_duration=1289 frames, utt_pad_proportion=0.04569, over 7137.77 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3147, pruned_loss=0.07712, over 2476038.17 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07074, over 21283.64 utterances.], batch size: 52, lr: 2.81e-04
2022-08-29 10:36:18,117 INFO [train.py:927] (3/8) Epoch 14, batch 5200, giga_loss[loss=0.2511, simple_loss=0.3288, pruned_loss=0.08676, over 12427.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04181, over 146.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07634, over 2474818.36 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07368, over 20541.58 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.0538, over 2301972.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.04988, over 7211.61 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3145, pruned_loss=0.07841, over 2475745.33 frames. utt_duration=457 frames, utt_pad_proportion=0.07241, over 21739.30 utterances.], batch size: 146, lr: 2.81e-04
2022-08-29 10:38:02,003 INFO [train.py:927] (3/8) Epoch 14, batch 5250, giga_loss[loss=0.2187, simple_loss=0.2978, pruned_loss=0.06983, over 12409.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02574, over 58.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3104, pruned_loss=0.07624, over 2474960.78 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07741, over 20400.51 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.288, pruned_loss=0.05387, over 2304473.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05032, over 7231.52 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3124, pruned_loss=0.07811, over 2475765.31 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0762, over 21505.83 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 10:39:48,901 INFO [train.py:927] (3/8) Epoch 14, batch 5300, giga_loss[loss=0.2383, simple_loss=0.3174, pruned_loss=0.07962, over 12423.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0614, over 183.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3102, pruned_loss=0.07594, over 2475210.80 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07205, over 20002.98 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2884, pruned_loss=0.05401, over 2307761.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.04972, over 7243.89 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3118, pruned_loss=0.07771, over 2475935.93 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07166, over 21096.70 utterances.], batch size: 183, lr: 2.81e-04
2022-08-29 10:41:31,532 INFO [train.py:927] (3/8) Epoch 14, batch 5350, giga_loss[loss=0.2306, simple_loss=0.3167, pruned_loss=0.07223, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03594, over 123.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3078, pruned_loss=0.07451, over 2474534.38 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07096, over 19635.15 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.288, pruned_loss=0.0538, over 2313119.14 frames. utt_duration=1282 frames, utt_pad_proportion=0.04869, over 7224.34 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3102, pruned_loss=0.07677, over 2475494.88 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0713, over 20933.99 utterances.], batch size: 123, lr: 2.81e-04
2022-08-29 10:43:15,826 INFO [train.py:927] (3/8) Epoch 14, batch 5400, giga_loss[loss=0.2324, simple_loss=0.3187, pruned_loss=0.07307, over 12354.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02942, over 91.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07327, over 2473783.90 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06806, over 18952.03 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2878, pruned_loss=0.0536, over 2318968.23 frames. utt_duration=1290 frames, utt_pad_proportion=0.04742, over 7199.79 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3106, pruned_loss=0.076, over 2475008.01 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06913, over 20461.89 utterances.], batch size: 91, lr: 2.81e-04
2022-08-29 10:45:02,335 INFO [train.py:927] (3/8) Epoch 14, batch 5450, giga_loss[loss=0.2652, simple_loss=0.3174, pruned_loss=0.1065, over 12385.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2094, over 372.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3093, pruned_loss=0.0752, over 2473737.39 frames. utt_duration=484.2 frames, utt_pad_proportion=0.08064, over 20497.67 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.0535, over 2323438.56 frames. utt_duration=1292 frames, utt_pad_proportion=0.04671, over 7199.08 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07798, over 2474808.63 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08097, over 22015.54 utterances.], batch size: 372, lr: 2.81e-04
2022-08-29 10:46:46,763 INFO [train.py:927] (3/8) Epoch 14, batch 5500, giga_loss[loss=0.2101, simple_loss=0.3097, pruned_loss=0.05526, over 12325.00 frames. utt_duration=914.3 frames, utt_pad_proportion=0.02315, over 54.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3101, pruned_loss=0.07338, over 2472937.36 frames. utt_duration=507.2 frames, utt_pad_proportion=0.07631, over 19560.45 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.05347, over 2328430.08 frames. utt_duration=1295 frames, utt_pad_proportion=0.04541, over 7198.01 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3131, pruned_loss=0.07631, over 2473984.28 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0776, over 21192.11 utterances.], batch size: 54, lr: 2.81e-04
2022-08-29 10:48:31,413 INFO [train.py:927] (3/8) Epoch 14, batch 5550, giga_loss[loss=0.2613, simple_loss=0.3375, pruned_loss=0.09253, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04185, over 113.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3128, pruned_loss=0.07523, over 2473053.63 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07767, over 20308.29 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05331, over 2334524.10 frames. utt_duration=1295 frames, utt_pad_proportion=0.04505, over 7218.77 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3164, pruned_loss=0.07848, over 2474148.86 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07906, over 22083.39 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 10:50:16,262 INFO [train.py:927] (3/8) Epoch 14, batch 5600, giga_loss[loss=0.2383, simple_loss=0.3181, pruned_loss=0.0793, over 12333.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03031, over 85.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3138, pruned_loss=0.07605, over 2473670.41 frames. utt_duration=483.5 frames, utt_pad_proportion=0.08104, over 20525.22 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05328, over 2339372.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.04986, over 7324.88 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3175, pruned_loss=0.0794, over 2474512.63 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08092, over 22262.87 utterances.], batch size: 85, lr: 2.81e-04
2022-08-29 10:52:00,072 INFO [train.py:927] (3/8) Epoch 14, batch 5650, giga_loss[loss=0.2529, simple_loss=0.3188, pruned_loss=0.09346, over 12371.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3143, pruned_loss=0.07668, over 2474163.13 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08878, over 21737.93 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.287, pruned_loss=0.05316, over 2342220.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.04997, over 7356.31 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3179, pruned_loss=0.07986, over 2474668.46 frames. utt_duration=425.7 frames, utt_pad_proportion=0.0884, over 23335.65 utterances.], batch size: 370, lr: 2.81e-04
2022-08-29 10:53:45,462 INFO [train.py:927] (3/8) Epoch 14, batch 5700, giga_loss[loss=0.2563, simple_loss=0.3365, pruned_loss=0.08809, over 12453.00 frames. utt_duration=442.2 frames, utt_pad_proportion=0.03439, over 113.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3153, pruned_loss=0.07637, over 2474440.13 frames. utt_duration=449 frames, utt_pad_proportion=0.08606, over 22117.63 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2867, pruned_loss=0.05299, over 2346099.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.04898, over 7346.67 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3192, pruned_loss=0.07966, over 2474878.18 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08649, over 23787.75 utterances.], batch size: 113, lr: 2.81e-04
2022-08-29 10:55:30,370 INFO [train.py:927] (3/8) Epoch 14, batch 5750, giga_loss[loss=0.2677, simple_loss=0.3382, pruned_loss=0.09862, over 12372.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07939, over 213.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3153, pruned_loss=0.07682, over 2474547.47 frames. utt_duration=447 frames, utt_pad_proportion=0.08507, over 22218.76 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05274, over 2350312.29 frames. utt_duration=1286 frames, utt_pad_proportion=0.04779, over 7321.76 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3199, pruned_loss=0.08045, over 2475111.81 frames. utt_duration=413 frames, utt_pad_proportion=0.08614, over 24057.58 utterances.], batch size: 213, lr: 2.81e-04
2022-08-29 10:57:15,306 INFO [train.py:927] (3/8) Epoch 14, batch 5800, giga_loss[loss=0.245, simple_loss=0.3198, pruned_loss=0.08512, over 12373.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03533, over 122.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3141, pruned_loss=0.0768, over 2474802.84 frames. utt_duration=441.4 frames, utt_pad_proportion=0.08507, over 22502.17 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05274, over 2351321.97 frames. utt_duration=1287 frames, utt_pad_proportion=0.0474, over 7318.54 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3179, pruned_loss=0.07986, over 2475461.53 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08611, over 24084.89 utterances.], batch size: 122, lr: 2.81e-04
2022-08-29 10:59:02,261 INFO [train.py:927] (3/8) Epoch 14, batch 5850, giga_loss[loss=0.2208, simple_loss=0.2979, pruned_loss=0.07181, over 12349.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.055, over 34.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3116, pruned_loss=0.07568, over 2475126.53 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08601, over 22003.17 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2863, pruned_loss=0.05282, over 2353820.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04755, over 7337.08 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.315, pruned_loss=0.07845, over 2475603.80 frames. utt_duration=423 frames, utt_pad_proportion=0.08694, over 23490.12 utterances.], batch size: 34, lr: 2.81e-04
2022-08-29 11:00:54,367 INFO [train.py:927] (3/8) Epoch 14, batch 5900, giga_loss[loss=0.2215, simple_loss=0.2998, pruned_loss=0.07161, over 12455.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04029, over 114.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3115, pruned_loss=0.07677, over 2474790.65 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08602, over 22262.17 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05288, over 2356138.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.04681, over 7323.46 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.07932, over 2475233.69 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08713, over 23707.90 utterances.], batch size: 114, lr: 2.81e-04
2022-08-29 11:02:36,190 INFO [train.py:927] (3/8) Epoch 14, batch 5950, giga_loss[loss=0.1987, simple_loss=0.289, pruned_loss=0.05418, over 12397.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03528, over 75.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3093, pruned_loss=0.07446, over 2474834.98 frames. utt_duration=430.1 frames, utt_pad_proportion=0.08688, over 23096.15 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2867, pruned_loss=0.05291, over 2357815.43 frames. utt_duration=1291 frames, utt_pad_proportion=0.04627, over 7313.63 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3118, pruned_loss=0.07676, over 2475286.19 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08798, over 24465.13 utterances.], batch size: 75, lr: 2.81e-04
2022-08-29 11:04:24,152 INFO [train.py:927] (3/8) Epoch 14, batch 6000, giga_loss[loss=0.2053, simple_loss=0.2873, pruned_loss=0.06161, over 12260.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02915, over 42.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3087, pruned_loss=0.07406, over 2474861.17 frames. utt_duration=422 frames, utt_pad_proportion=0.087, over 23540.46 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05284, over 2360750.27 frames. utt_duration=1292 frames, utt_pad_proportion=0.04536, over 7318.78 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3111, pruned_loss=0.07643, over 2475194.25 frames. utt_duration=397.8 frames, utt_pad_proportion=0.08832, over 24978.59 utterances.], batch size: 42, lr: 2.81e-04
2022-08-29 11:04:24,154 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 11:04:38,095 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1836, simple_loss=0.2867, pruned_loss=0.04027, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 11:06:20,973 INFO [train.py:927] (3/8) Epoch 14, batch 6050, giga_loss[loss=0.2219, simple_loss=0.3096, pruned_loss=0.06709, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02574, over 45.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3053, pruned_loss=0.07261, over 2474691.03 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08558, over 22203.87 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05289, over 2363332.22 frames. utt_duration=1281 frames, utt_pad_proportion=0.04954, over 7388.71 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3077, pruned_loss=0.07491, over 2475175.28 frames. utt_duration=420.2 frames, utt_pad_proportion=0.08602, over 23641.54 utterances.], batch size: 45, lr: 2.81e-04
2022-08-29 11:08:01,264 INFO [train.py:927] (3/8) Epoch 14, batch 6100, giga_loss[loss=0.2256, simple_loss=0.3114, pruned_loss=0.0699, over 12377.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03152, over 62.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3051, pruned_loss=0.07184, over 2474594.77 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08418, over 21612.95 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2864, pruned_loss=0.053, over 2368492.88 frames. utt_duration=1288 frames, utt_pad_proportion=0.04773, over 7362.75 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07449, over 2475249.17 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08568, over 23460.93 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:09:46,349 INFO [train.py:927] (3/8) Epoch 14, batch 6150, giga_loss[loss=0.1998, simple_loss=0.2863, pruned_loss=0.05664, over 12363.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3066, pruned_loss=0.07299, over 2474767.09 frames. utt_duration=457.9 frames, utt_pad_proportion=0.08109, over 21690.38 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05303, over 2369594.24 frames. utt_duration=1288 frames, utt_pad_proportion=0.04749, over 7366.16 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3091, pruned_loss=0.07524, over 2475244.50 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08264, over 23274.57 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 11:11:30,444 INFO [train.py:927] (3/8) Epoch 14, batch 6200, giga_loss[loss=0.2353, simple_loss=0.3215, pruned_loss=0.07451, over 12369.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02836, over 70.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.07383, over 2474005.69 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07922, over 21855.69 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05299, over 2372980.84 frames. utt_duration=1293 frames, utt_pad_proportion=0.04608, over 7347.02 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3105, pruned_loss=0.07641, over 2475057.05 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08137, over 23681.78 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 11:13:17,422 INFO [train.py:927] (3/8) Epoch 14, batch 6250, giga_loss[loss=0.2288, simple_loss=0.3156, pruned_loss=0.07102, over 12403.00 frames. utt_duration=857.1 frames, utt_pad_proportion=0.02825, over 58.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3105, pruned_loss=0.07582, over 2474319.87 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07989, over 22217.19 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2863, pruned_loss=0.05307, over 2375769.93 frames. utt_duration=1297 frames, utt_pad_proportion=0.04517, over 7335.41 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3133, pruned_loss=0.0783, over 2474906.96 frames. utt_duration=413.7 frames, utt_pad_proportion=0.08202, over 24016.61 utterances.], batch size: 58, lr: 2.81e-04
2022-08-29 11:15:02,104 INFO [train.py:927] (3/8) Epoch 14, batch 6300, giga_loss[loss=0.1869, simple_loss=0.2748, pruned_loss=0.04948, over 12123.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.03911, over 33.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3112, pruned_loss=0.07607, over 2474027.02 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07843, over 21346.04 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2864, pruned_loss=0.05301, over 2378886.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.045, over 7350.06 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3142, pruned_loss=0.07888, over 2474760.65 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08073, over 23248.95 utterances.], batch size: 33, lr: 2.81e-04
2022-08-29 11:16:48,090 INFO [train.py:927] (3/8) Epoch 14, batch 6350, giga_loss[loss=0.2175, simple_loss=0.2814, pruned_loss=0.07678, over 12212.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.032, over 42.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3117, pruned_loss=0.07559, over 2473784.38 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07588, over 21290.75 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05292, over 2379239.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04487, over 7341.31 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3142, pruned_loss=0.07796, over 2474461.15 frames. utt_duration=434.7 frames, utt_pad_proportion=0.07795, over 22844.71 utterances.], batch size: 42, lr: 2.81e-04
2022-08-29 11:18:33,014 INFO [train.py:927] (3/8) Epoch 14, batch 6400, giga_loss[loss=0.2238, simple_loss=0.3043, pruned_loss=0.07168, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03013, over 48.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07624, over 2474546.89 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07869, over 21577.92 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2865, pruned_loss=0.05297, over 2381221.12 frames. utt_duration=1300 frames, utt_pad_proportion=0.04418, over 7336.55 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3138, pruned_loss=0.07845, over 2475002.16 frames. utt_duration=431 frames, utt_pad_proportion=0.0805, over 23047.40 utterances.], batch size: 48, lr: 2.81e-04
2022-08-29 11:20:15,683 INFO [train.py:927] (3/8) Epoch 14, batch 6450, giga_loss[loss=0.2601, simple_loss=0.3284, pruned_loss=0.09586, over 12366.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3112, pruned_loss=0.07692, over 2474872.72 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0792, over 21640.01 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05311, over 2383090.31 frames. utt_duration=1301 frames, utt_pad_proportion=0.04358, over 7337.81 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3133, pruned_loss=0.07895, over 2475218.87 frames. utt_duration=430.8 frames, utt_pad_proportion=0.081, over 23057.68 utterances.], batch size: 62, lr: 2.81e-04
2022-08-29 11:21:58,708 INFO [train.py:927] (3/8) Epoch 14, batch 6500, giga_loss[loss=0.2118, simple_loss=0.3021, pruned_loss=0.06073, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3096, pruned_loss=0.0765, over 2475269.05 frames. utt_duration=451 frames, utt_pad_proportion=0.08307, over 22024.73 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2868, pruned_loss=0.05316, over 2385348.33 frames. utt_duration=1304 frames, utt_pad_proportion=0.04275, over 7324.44 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3118, pruned_loss=0.07861, over 2475547.00 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08469, over 23484.39 utterances.], batch size: 70, lr: 2.81e-04
2022-08-29 11:23:42,841 INFO [train.py:927] (3/8) Epoch 14, batch 6550, giga_loss[loss=0.2656, simple_loss=0.3331, pruned_loss=0.09908, over 12406.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.04068, over 105.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3094, pruned_loss=0.07707, over 2475204.80 frames. utt_duration=457.3 frames, utt_pad_proportion=0.0848, over 21721.67 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2858, pruned_loss=0.05285, over 2387486.85 frames. utt_duration=1312 frames, utt_pad_proportion=0.04189, over 7288.18 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3126, pruned_loss=0.07969, over 2475894.57 frames. utt_duration=426.1 frames, utt_pad_proportion=0.08652, over 23320.06 utterances.], batch size: 105, lr: 2.81e-04
2022-08-29 11:25:26,990 INFO [train.py:927] (3/8) Epoch 14, batch 6600, giga_loss[loss=0.2745, simple_loss=0.3283, pruned_loss=0.1104, over 12351.00 frames. utt_duration=133.2 frames, utt_pad_proportion=0.2164, over 375.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3106, pruned_loss=0.0779, over 2474962.77 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08032, over 21236.70 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05283, over 2388426.50 frames. utt_duration=1315 frames, utt_pad_proportion=0.04155, over 7272.96 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3135, pruned_loss=0.0803, over 2475818.14 frames. utt_duration=437.8 frames, utt_pad_proportion=0.08222, over 22698.02 utterances.], batch size: 375, lr: 2.80e-04
2022-08-29 11:27:10,181 INFO [train.py:927] (3/8) Epoch 14, batch 6650, giga_loss[loss=0.2249, simple_loss=0.306, pruned_loss=0.07186, over 12324.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05032, over 26.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3114, pruned_loss=0.07893, over 2475658.02 frames. utt_duration=453.6 frames, utt_pad_proportion=0.08045, over 21899.70 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05294, over 2389336.70 frames. utt_duration=1315 frames, utt_pad_proportion=0.04124, over 7276.23 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3137, pruned_loss=0.08094, over 2476295.70 frames. utt_duration=429 frames, utt_pad_proportion=0.0821, over 23166.37 utterances.], batch size: 26, lr: 2.80e-04
2022-08-29 11:28:54,369 INFO [train.py:927] (3/8) Epoch 14, batch 6700, giga_loss[loss=0.2449, simple_loss=0.3341, pruned_loss=0.07783, over 12389.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03936, over 113.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3111, pruned_loss=0.07784, over 2475065.80 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07971, over 21199.00 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05303, over 2392102.92 frames. utt_duration=1302 frames, utt_pad_proportion=0.04545, over 7359.16 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3136, pruned_loss=0.08021, over 2475765.44 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08042, over 22606.80 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 11:30:36,693 INFO [train.py:927] (3/8) Epoch 14, batch 6750, libri_loss[loss=0.1579, simple_loss=0.2494, pruned_loss=0.03317, over 12334.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006238, over 33.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3131, pruned_loss=0.07921, over 2474983.97 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08582, over 21906.88 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.05305, over 2393936.48 frames. utt_duration=1303 frames, utt_pad_proportion=0.04485, over 7360.26 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3157, pruned_loss=0.08167, over 2475746.08 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08647, over 23350.46 utterances.], batch size: 33, lr: 2.80e-04
2022-08-29 11:32:20,163 INFO [train.py:927] (3/8) Epoch 14, batch 6800, giga_loss[loss=0.3266, simple_loss=0.3738, pruned_loss=0.1396, over 12376.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3133, pruned_loss=0.07921, over 2474261.89 frames. utt_duration=455.1 frames, utt_pad_proportion=0.0887, over 21817.36 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05321, over 2397152.95 frames. utt_duration=1291 frames, utt_pad_proportion=0.04808, over 7433.87 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08212, over 2475205.09 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08862, over 23504.96 utterances.], batch size: 259, lr: 2.80e-04
2022-08-29 11:34:02,998 INFO [train.py:927] (3/8) Epoch 14, batch 6850, giga_loss[loss=0.2393, simple_loss=0.3167, pruned_loss=0.08095, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03763, over 43.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3137, pruned_loss=0.07819, over 2474048.44 frames. utt_duration=457.7 frames, utt_pad_proportion=0.0869, over 21689.42 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05314, over 2398382.04 frames. utt_duration=1288 frames, utt_pad_proportion=0.04824, over 7459.14 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3161, pruned_loss=0.08092, over 2474722.88 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08709, over 23198.52 utterances.], batch size: 43, lr: 2.80e-04
2022-08-29 11:35:46,579 INFO [train.py:927] (3/8) Epoch 14, batch 6900, libri_loss[loss=0.2145, simple_loss=0.3018, pruned_loss=0.06362, over 12243.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.0287, over 45.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3121, pruned_loss=0.07694, over 2473901.01 frames. utt_duration=470.8 frames, utt_pad_proportion=0.08178, over 21086.81 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2869, pruned_loss=0.05316, over 2400817.28 frames. utt_duration=1290 frames, utt_pad_proportion=0.04702, over 7452.25 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3148, pruned_loss=0.07988, over 2474591.58 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08297, over 22745.02 utterances.], batch size: 45, lr: 2.80e-04
2022-08-29 11:37:28,837 INFO [train.py:927] (3/8) Epoch 14, batch 6950, giga_loss[loss=0.3167, simple_loss=0.3574, pruned_loss=0.138, over 12344.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2155, over 374.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07667, over 2473916.13 frames. utt_duration=489 frames, utt_pad_proportion=0.07914, over 20297.88 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05327, over 2403356.43 frames. utt_duration=1290 frames, utt_pad_proportion=0.04609, over 7463.48 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3152, pruned_loss=0.07967, over 2474455.13 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08098, over 22036.49 utterances.], batch size: 374, lr: 2.80e-04
2022-08-29 11:39:15,737 INFO [train.py:927] (3/8) Epoch 14, batch 7000, giga_loss[loss=0.2395, simple_loss=0.3252, pruned_loss=0.07692, over 12335.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.03009, over 66.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.312, pruned_loss=0.07721, over 2474335.73 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07939, over 20203.49 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2871, pruned_loss=0.05331, over 2404968.94 frames. utt_duration=1291 frames, utt_pad_proportion=0.04527, over 7462.87 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3148, pruned_loss=0.08009, over 2474863.11 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08134, over 21868.79 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 11:41:00,195 INFO [train.py:927] (3/8) Epoch 14, batch 7050, giga_loss[loss=0.2416, simple_loss=0.3201, pruned_loss=0.08154, over 12414.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03998, over 123.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.313, pruned_loss=0.07789, over 2474607.79 frames. utt_duration=497.8 frames, utt_pad_proportion=0.07467, over 19941.62 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2871, pruned_loss=0.05328, over 2406215.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.04462, over 7449.72 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3156, pruned_loss=0.08062, over 2475168.62 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07694, over 21493.47 utterances.], batch size: 123, lr: 2.80e-04
2022-08-29 11:42:42,939 INFO [train.py:927] (3/8) Epoch 14, batch 7100, giga_loss[loss=0.2298, simple_loss=0.3147, pruned_loss=0.07249, over 12330.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.03173, over 70.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.313, pruned_loss=0.07769, over 2474290.41 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07345, over 19998.52 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2874, pruned_loss=0.05351, over 2408322.37 frames. utt_duration=1292 frames, utt_pad_proportion=0.04417, over 7464.92 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3159, pruned_loss=0.08061, over 2475296.27 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07583, over 21707.66 utterances.], batch size: 70, lr: 2.80e-04
2022-08-29 11:44:25,790 INFO [train.py:927] (3/8) Epoch 14, batch 7150, giga_loss[loss=0.2358, simple_loss=0.3251, pruned_loss=0.0732, over 12409.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07699, over 2473935.07 frames. utt_duration=511 frames, utt_pad_proportion=0.07047, over 19420.75 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2868, pruned_loss=0.05338, over 2410597.33 frames. utt_duration=1297 frames, utt_pad_proportion=0.04298, over 7441.92 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3158, pruned_loss=0.08031, over 2475014.62 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07333, over 21257.96 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 11:46:07,136 INFO [train.py:927] (3/8) Epoch 14, batch 7200, giga_loss[loss=0.2545, simple_loss=0.3197, pruned_loss=0.09465, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03525, over 43.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3121, pruned_loss=0.07685, over 2475312.89 frames. utt_duration=509.5 frames, utt_pad_proportion=0.0681, over 19488.79 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05329, over 2412453.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.04307, over 7471.47 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3155, pruned_loss=0.08011, over 2475929.03 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0708, over 21201.26 utterances.], batch size: 43, lr: 2.80e-04
2022-08-29 11:47:52,315 INFO [train.py:927] (3/8) Epoch 14, batch 7250, giga_loss[loss=0.253, simple_loss=0.3193, pruned_loss=0.09334, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3101, pruned_loss=0.07613, over 2475845.23 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06697, over 19634.29 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05314, over 2413240.61 frames. utt_duration=1295 frames, utt_pad_proportion=0.04276, over 7460.78 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3131, pruned_loss=0.079, over 2476200.17 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06934, over 21085.38 utterances.], batch size: 75, lr: 2.80e-04
2022-08-29 11:49:36,366 INFO [train.py:927] (3/8) Epoch 14, batch 7300, giga_loss[loss=0.2429, simple_loss=0.3061, pruned_loss=0.08981, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0359, over 40.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3074, pruned_loss=0.07532, over 2475076.89 frames. utt_duration=508 frames, utt_pad_proportion=0.07026, over 19544.71 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2872, pruned_loss=0.05322, over 2414963.58 frames. utt_duration=1293 frames, utt_pad_proportion=0.04221, over 7476.87 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.31, pruned_loss=0.07814, over 2475478.58 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07236, over 21013.19 utterances.], batch size: 40, lr: 2.80e-04
2022-08-29 11:51:20,201 INFO [train.py:927] (3/8) Epoch 14, batch 7350, giga_loss[loss=0.2038, simple_loss=0.2979, pruned_loss=0.05482, over 12360.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02892, over 70.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3058, pruned_loss=0.07443, over 2474721.51 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06755, over 19500.70 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2869, pruned_loss=0.05304, over 2415743.55 frames. utt_duration=1295 frames, utt_pad_proportion=0.04187, over 7471.76 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3084, pruned_loss=0.0771, over 2475146.29 frames. utt_duration=477 frames, utt_pad_proportion=0.0696, over 20820.65 utterances.], batch size: 70, lr: 2.80e-04
2022-08-29 11:52:59,893 INFO [train.py:927] (3/8) Epoch 14, batch 7400, libri_loss[loss=0.2273, simple_loss=0.3226, pruned_loss=0.06596, over 12256.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009164, over 37.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3065, pruned_loss=0.07279, over 2474798.84 frames. utt_duration=475 frames, utt_pad_proportion=0.06923, over 20903.09 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05313, over 2416811.26 frames. utt_duration=1294 frames, utt_pad_proportion=0.04147, over 7479.88 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3087, pruned_loss=0.07531, over 2475511.76 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07103, over 22247.56 utterances.], batch size: 37, lr: 2.80e-04
2022-08-29 11:54:45,086 INFO [train.py:927] (3/8) Epoch 14, batch 7450, libri_loss[loss=0.2007, simple_loss=0.3003, pruned_loss=0.05049, over 12309.00 frames. utt_duration=770.7 frames, utt_pad_proportion=0.1252, over 64.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3035, pruned_loss=0.06931, over 2474651.93 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07109, over 21805.47 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2869, pruned_loss=0.05301, over 2418025.76 frames. utt_duration=1296 frames, utt_pad_proportion=0.04143, over 7472.63 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.072, over 2475939.97 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07261, over 23319.66 utterances.], batch size: 64, lr: 2.80e-04
2022-08-29 11:56:28,823 INFO [train.py:927] (3/8) Epoch 14, batch 7500, giga_loss[loss=0.1991, simple_loss=0.3008, pruned_loss=0.04868, over 12265.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02756, over 54.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3021, pruned_loss=0.06609, over 2474804.90 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07229, over 21321.14 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2871, pruned_loss=0.05294, over 2419544.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.04548, over 7561.10 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3044, pruned_loss=0.0687, over 2475980.04 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0726, over 22851.43 utterances.], batch size: 54, lr: 2.80e-04
2022-08-29 11:58:13,217 INFO [train.py:927] (3/8) Epoch 14, batch 7550, giga_loss[loss=0.2195, simple_loss=0.3078, pruned_loss=0.06561, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3021, pruned_loss=0.06525, over 2475513.31 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07252, over 21761.06 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.287, pruned_loss=0.0528, over 2421026.32 frames. utt_duration=1279 frames, utt_pad_proportion=0.04529, over 7579.57 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3045, pruned_loss=0.06782, over 2476609.55 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07311, over 23366.78 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 11:59:55,442 INFO [train.py:927] (3/8) Epoch 14, batch 7600, giga_loss[loss=0.1848, simple_loss=0.2819, pruned_loss=0.04383, over 12467.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02646, over 55.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2992, pruned_loss=0.06327, over 2475635.39 frames. utt_duration=456.4 frames, utt_pad_proportion=0.0726, over 21765.59 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05272, over 2422613.58 frames. utt_duration=1283 frames, utt_pad_proportion=0.04445, over 7559.69 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3018, pruned_loss=0.06576, over 2476794.93 frames. utt_duration=422.7 frames, utt_pad_proportion=0.07357, over 23520.75 utterances.], batch size: 55, lr: 2.80e-04
2022-08-29 12:01:37,304 INFO [train.py:927] (3/8) Epoch 14, batch 7650, giga_loss[loss=0.2232, simple_loss=0.3049, pruned_loss=0.07078, over 12391.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06441, over 183.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2986, pruned_loss=0.0626, over 2475729.26 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07374, over 23260.60 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2869, pruned_loss=0.05271, over 2422980.55 frames. utt_duration=1285 frames, utt_pad_proportion=0.0441, over 7554.11 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3006, pruned_loss=0.06465, over 2476785.73 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07456, over 24779.82 utterances.], batch size: 183, lr: 2.80e-04
2022-08-29 12:03:21,016 INFO [train.py:927] (3/8) Epoch 14, batch 7700, giga_loss[loss=0.1982, simple_loss=0.292, pruned_loss=0.05215, over 12443.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05357, over 162.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2969, pruned_loss=0.06099, over 2476024.84 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07232, over 23392.42 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2869, pruned_loss=0.05276, over 2423700.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.04362, over 7537.89 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2987, pruned_loss=0.06268, over 2476919.47 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07328, over 24825.50 utterances.], batch size: 162, lr: 2.80e-04
2022-08-29 12:05:05,014 INFO [train.py:927] (3/8) Epoch 14, batch 7750, giga_loss[loss=0.1858, simple_loss=0.2723, pruned_loss=0.04958, over 12415.00 frames. utt_duration=579 frames, utt_pad_proportion=0.03666, over 86.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.0596, over 2476185.92 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07072, over 23947.63 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.05272, over 2423976.87 frames. utt_duration=1289 frames, utt_pad_proportion=0.04349, over 7530.20 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2959, pruned_loss=0.06099, over 2476872.71 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07159, over 25140.50 utterances.], batch size: 86, lr: 2.80e-04
2022-08-29 12:06:51,390 INFO [train.py:927] (3/8) Epoch 14, batch 7800, giga_loss[loss=0.1906, simple_loss=0.2653, pruned_loss=0.05798, over 12362.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1969, over 366.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2929, pruned_loss=0.05904, over 2476422.05 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07062, over 24337.19 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2867, pruned_loss=0.05269, over 2424268.62 frames. utt_duration=1290 frames, utt_pad_proportion=0.04301, over 7523.23 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2942, pruned_loss=0.06025, over 2477402.72 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0715, over 25496.90 utterances.], batch size: 366, lr: 2.80e-04
2022-08-29 12:08:51,380 INFO [train.py:927] (3/8) Epoch 14, batch 7850, giga_loss[loss=0.2377, simple_loss=0.3215, pruned_loss=0.07694, over 12415.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03272, over 80.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2948, pruned_loss=0.05918, over 2477066.70 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07278, over 25356.29 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05284, over 2425217.80 frames. utt_duration=1278 frames, utt_pad_proportion=0.04733, over 7598.46 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2957, pruned_loss=0.06008, over 2477689.04 frames. utt_duration=376.3 frames, utt_pad_proportion=0.07233, over 26440.31 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:11:01,913 INFO [train.py:927] (3/8) Epoch 14, batch 7900, giga_loss[loss=0.1854, simple_loss=0.2787, pruned_loss=0.04607, over 12380.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03561, over 113.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2937, pruned_loss=0.05825, over 2477484.64 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06892, over 25364.88 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2867, pruned_loss=0.05275, over 2425293.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.04717, over 7590.47 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2946, pruned_loss=0.05904, over 2478114.86 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06876, over 26288.52 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 12:13:07,530 INFO [train.py:927] (3/8) Epoch 14, batch 7950, libri_loss[loss=0.2189, simple_loss=0.308, pruned_loss=0.06489, over 12320.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004722, over 35.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2924, pruned_loss=0.05686, over 2477322.71 frames. utt_duration=385.6 frames, utt_pad_proportion=0.0707, over 25786.44 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2869, pruned_loss=0.05286, over 2426317.46 frames. utt_duration=1282 frames, utt_pad_proportion=0.04649, over 7581.73 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2931, pruned_loss=0.05747, over 2477839.75 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07081, over 26861.64 utterances.], batch size: 35, lr: 2.80e-04
2022-08-29 12:15:13,240 INFO [train.py:927] (3/8) Epoch 14, batch 8000, giga_loss[loss=0.2423, simple_loss=0.3265, pruned_loss=0.07902, over 12397.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.05443, over 181.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2902, pruned_loss=0.05598, over 2477131.92 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06956, over 25376.67 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2868, pruned_loss=0.05281, over 2427138.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.0456, over 7563.43 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2909, pruned_loss=0.05658, over 2477956.92 frames. utt_duration=373.2 frames, utt_pad_proportion=0.07006, over 26653.35 utterances.], batch size: 181, lr: 2.80e-04
2022-08-29 12:17:07,469 INFO [train.py:927] (3/8) Epoch 14, batch 8050, giga_loss[loss=0.2013, simple_loss=0.2967, pruned_loss=0.0529, over 12412.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04029, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2901, pruned_loss=0.05542, over 2477506.19 frames. utt_duration=383.7 frames, utt_pad_proportion=0.0705, over 25911.42 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2868, pruned_loss=0.0527, over 2428045.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.04671, over 7608.15 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2907, pruned_loss=0.05604, over 2478227.75 frames. utt_duration=365.7 frames, utt_pad_proportion=0.07068, over 27203.29 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 12:19:25,869 INFO [train.py:927] (3/8) Epoch 14, batch 8100, giga_loss[loss=0.1538, simple_loss=0.2455, pruned_loss=0.031, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02474, over 45.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2887, pruned_loss=0.0545, over 2477049.00 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07083, over 25963.11 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2867, pruned_loss=0.05269, over 2428487.74 frames. utt_duration=1282 frames, utt_pad_proportion=0.04632, over 7588.16 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2893, pruned_loss=0.05503, over 2477865.89 frames. utt_duration=365.2 frames, utt_pad_proportion=0.07111, over 27233.94 utterances.], batch size: 45, lr: 2.80e-04
2022-08-29 12:21:25,606 INFO [train.py:927] (3/8) Epoch 14, batch 8150, giga_loss[loss=0.227, simple_loss=0.3219, pruned_loss=0.06603, over 12399.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.03956, over 105.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2902, pruned_loss=0.05531, over 2477562.32 frames. utt_duration=388 frames, utt_pad_proportion=0.06962, over 25626.58 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.287, pruned_loss=0.05278, over 2429267.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.04579, over 7574.55 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2905, pruned_loss=0.05568, over 2478367.49 frames. utt_duration=369 frames, utt_pad_proportion=0.07015, over 26960.96 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 12:23:28,049 INFO [train.py:927] (3/8) Epoch 14, batch 8200, giga_loss[loss=0.1485, simple_loss=0.2284, pruned_loss=0.03432, over 12356.00 frames. utt_duration=137.4 frames, utt_pad_proportion=0.192, over 363.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.293, pruned_loss=0.05487, over 2477575.10 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07003, over 25524.96 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2873, pruned_loss=0.05302, over 2429772.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.04957, over 7653.49 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.293, pruned_loss=0.055, over 2478422.83 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06964, over 26748.13 utterances.], batch size: 363, lr: 2.80e-04
2022-08-29 12:25:34,944 INFO [train.py:927] (3/8) Epoch 14, batch 8250, giga_loss[loss=0.2192, simple_loss=0.3097, pruned_loss=0.06438, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04929, over 161.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2937, pruned_loss=0.05464, over 2477622.73 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06952, over 25087.14 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05321, over 2430819.42 frames. utt_duration=1273 frames, utt_pad_proportion=0.04862, over 7648.24 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2934, pruned_loss=0.05461, over 2478413.07 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06958, over 26444.83 utterances.], batch size: 161, lr: 2.80e-04
2022-08-29 12:27:37,647 INFO [train.py:927] (3/8) Epoch 14, batch 8300, giga_loss[loss=0.2368, simple_loss=0.3195, pruned_loss=0.07707, over 12447.00 frames. utt_duration=665 frames, utt_pad_proportion=0.02916, over 75.00 utterances.], tot_loss[loss=0.201, simple_loss=0.293, pruned_loss=0.0545, over 2477657.64 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06899, over 24023.34 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2883, pruned_loss=0.0531, over 2432655.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05133, over 7690.25 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2926, pruned_loss=0.05463, over 2478517.79 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06853, over 25782.95 utterances.], batch size: 75, lr: 2.80e-04
2022-08-29 12:30:03,160 INFO [train.py:927] (3/8) Epoch 14, batch 8350, giga_loss[loss=0.181, simple_loss=0.2716, pruned_loss=0.04521, over 12404.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03335, over 105.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2928, pruned_loss=0.05531, over 2476625.48 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06871, over 24034.72 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2884, pruned_loss=0.05318, over 2433649.19 frames. utt_duration=1265 frames, utt_pad_proportion=0.05085, over 7706.31 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2925, pruned_loss=0.05541, over 2477991.73 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06868, over 26024.04 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 12:32:11,097 INFO [train.py:927] (3/8) Epoch 14, batch 8400, giga_loss[loss=0.1719, simple_loss=0.2541, pruned_loss=0.04486, over 12470.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03248, over 40.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.29, pruned_loss=0.05446, over 2476877.10 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07222, over 24451.11 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2885, pruned_loss=0.05328, over 2433935.16 frames. utt_duration=1253 frames, utt_pad_proportion=0.05532, over 7776.30 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2897, pruned_loss=0.05445, over 2478084.02 frames. utt_duration=380.9 frames, utt_pad_proportion=0.07078, over 26101.00 utterances.], batch size: 40, lr: 2.80e-04
2022-08-29 12:34:14,097 INFO [train.py:927] (3/8) Epoch 14, batch 8450, giga_loss[loss=0.2106, simple_loss=0.2883, pruned_loss=0.0664, over 12403.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1669, over 353.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2899, pruned_loss=0.05468, over 2477610.97 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07626, over 25435.94 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2885, pruned_loss=0.0534, over 2434695.15 frames. utt_duration=1253 frames, utt_pad_proportion=0.05507, over 7783.50 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05458, over 2478465.04 frames. utt_duration=369 frames, utt_pad_proportion=0.07511, over 26951.71 utterances.], batch size: 353, lr: 2.80e-04
2022-08-29 12:36:20,204 INFO [train.py:927] (3/8) Epoch 14, batch 8500, libri_loss[loss=0.2065, simple_loss=0.2908, pruned_loss=0.06111, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00585, over 34.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2894, pruned_loss=0.05469, over 2477936.37 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07058, over 24644.38 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2891, pruned_loss=0.05375, over 2435782.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05379, over 7778.06 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2887, pruned_loss=0.05435, over 2478773.62 frames. utt_duration=378.1 frames, utt_pad_proportion=0.07043, over 26307.43 utterances.], batch size: 34, lr: 2.80e-04
2022-08-29 12:38:25,958 INFO [train.py:927] (3/8) Epoch 14, batch 8550, giga_loss[loss=0.1986, simple_loss=0.2981, pruned_loss=0.04958, over 12455.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03529, over 105.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2895, pruned_loss=0.05505, over 2477854.72 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07172, over 24733.91 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2888, pruned_loss=0.05359, over 2436234.00 frames. utt_duration=1259 frames, utt_pad_proportion=0.05303, over 7750.72 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2892, pruned_loss=0.05493, over 2478857.46 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07182, over 26373.20 utterances.], batch size: 105, lr: 2.80e-04
2022-08-29 12:40:49,753 INFO [train.py:927] (3/8) Epoch 14, batch 8600, libri_loss[loss=0.157, simple_loss=0.2383, pruned_loss=0.03781, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01172, over 28.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2898, pruned_loss=0.05462, over 2477309.91 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07198, over 24654.61 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2885, pruned_loss=0.05353, over 2436731.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.0524, over 7736.01 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.29, pruned_loss=0.05462, over 2478615.55 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07233, over 26374.79 utterances.], batch size: 28, lr: 2.80e-04
2022-08-29 12:42:57,754 INFO [train.py:927] (3/8) Epoch 14, batch 8650, giga_loss[loss=0.1703, simple_loss=0.2599, pruned_loss=0.04035, over 12355.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.027, over 66.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2868, pruned_loss=0.05393, over 2476840.49 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07059, over 24357.53 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2882, pruned_loss=0.05342, over 2437802.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05106, over 7700.89 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2872, pruned_loss=0.05404, over 2478205.53 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07147, over 26338.72 utterances.], batch size: 66, lr: 2.80e-04
2022-08-29 12:44:52,920 INFO [train.py:927] (3/8) Epoch 14, batch 8700, giga_loss[loss=0.2016, simple_loss=0.2946, pruned_loss=0.05426, over 12405.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03824, over 113.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2844, pruned_loss=0.05333, over 2476684.67 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06994, over 24279.90 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2877, pruned_loss=0.05329, over 2438334.82 frames. utt_duration=1275 frames, utt_pad_proportion=0.04983, over 7657.44 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.285, pruned_loss=0.05355, over 2478674.10 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07125, over 26518.74 utterances.], batch size: 113, lr: 2.80e-04
2022-08-29 12:46:48,302 INFO [train.py:927] (3/8) Epoch 14, batch 8750, giga_loss[loss=0.1969, simple_loss=0.2905, pruned_loss=0.05166, over 12419.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03931, over 133.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2854, pruned_loss=0.0539, over 2476762.56 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06856, over 24223.33 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2871, pruned_loss=0.05308, over 2439475.93 frames. utt_duration=1283 frames, utt_pad_proportion=0.04848, over 7615.57 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2863, pruned_loss=0.05429, over 2478907.94 frames. utt_duration=371.5 frames, utt_pad_proportion=0.0703, over 26779.49 utterances.], batch size: 133, lr: 2.80e-04
2022-08-29 12:48:54,461 INFO [train.py:927] (3/8) Epoch 14, batch 8800, giga_loss[loss=0.2026, simple_loss=0.2837, pruned_loss=0.06074, over 12454.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02812, over 80.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2841, pruned_loss=0.05315, over 2477586.66 frames. utt_duration=398.1 frames, utt_pad_proportion=0.07123, over 24972.12 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.0532, over 2440288.85 frames. utt_duration=1285 frames, utt_pad_proportion=0.04776, over 7605.30 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2846, pruned_loss=0.05334, over 2479221.74 frames. utt_duration=364.1 frames, utt_pad_proportion=0.07267, over 27328.62 utterances.], batch size: 80, lr: 2.80e-04
2022-08-29 12:51:11,521 INFO [train.py:927] (3/8) Epoch 14, batch 8850, libri_loss[loss=0.2221, simple_loss=0.3408, pruned_loss=0.05176, over 12377.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007648, over 34.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2831, pruned_loss=0.05219, over 2477479.40 frames. utt_duration=417.8 frames, utt_pad_proportion=0.0657, over 23785.31 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2874, pruned_loss=0.05302, over 2440748.00 frames. utt_duration=1289 frames, utt_pad_proportion=0.0471, over 7580.49 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2833, pruned_loss=0.05249, over 2479216.50 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06763, over 26077.59 utterances.], batch size: 34, lr: 2.80e-04
2022-08-29 12:53:10,491 INFO [train.py:927] (3/8) Epoch 14, batch 8900, giga_loss[loss=0.1877, simple_loss=0.277, pruned_loss=0.0492, over 12385.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05255, over 161.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2853, pruned_loss=0.05331, over 2478002.46 frames. utt_duration=413.4 frames, utt_pad_proportion=0.0704, over 24047.38 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2887, pruned_loss=0.05346, over 2441939.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.06025, over 7828.35 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2841, pruned_loss=0.05312, over 2479666.90 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06829, over 26297.14 utterances.], batch size: 161, lr: 2.80e-04
2022-08-29 12:55:09,844 INFO [train.py:927] (3/8) Epoch 14, batch 8950, giga_loss[loss=0.1931, simple_loss=0.2843, pruned_loss=0.0509, over 12427.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04692, over 161.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.284, pruned_loss=0.05232, over 2478470.07 frames. utt_duration=404.3 frames, utt_pad_proportion=0.071, over 24591.44 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2889, pruned_loss=0.05365, over 2442521.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.06043, over 7860.77 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2827, pruned_loss=0.05199, over 2479898.43 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06929, over 26633.34 utterances.], batch size: 161, lr: 2.80e-04
2022-08-29 12:57:14,884 INFO [train.py:927] (3/8) Epoch 14, batch 9000, giga_loss[loss=0.1971, simple_loss=0.291, pruned_loss=0.05159, over 12366.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02883, over 91.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2858, pruned_loss=0.05264, over 2478573.87 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07185, over 25654.25 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2889, pruned_loss=0.05365, over 2442521.14 frames. utt_duration=1244 frames, utt_pad_proportion=0.06043, over 7860.77 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2848, pruned_loss=0.05239, over 2479685.58 frames. utt_duration=365.3 frames, utt_pad_proportion=0.0705, over 27243.49 utterances.], batch size: 91, lr: 2.80e-04
2022-08-29 12:57:14,885 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 12:57:29,107 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.175, simple_loss=0.2844, pruned_loss=0.03284, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 12:59:33,314 INFO [train.py:927] (3/8) Epoch 14, batch 9050, giga_loss[loss=0.183, simple_loss=0.2797, pruned_loss=0.04319, over 12415.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03159, over 75.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05252, over 2478194.96 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06838, over 24907.60 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2893, pruned_loss=0.05399, over 2443827.40 frames. utt_duration=1246 frames, utt_pad_proportion=0.05952, over 7855.70 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2848, pruned_loss=0.05196, over 2479184.73 frames. utt_duration=371 frames, utt_pad_proportion=0.06779, over 26817.73 utterances.], batch size: 75, lr: 2.80e-04
2022-08-29 13:01:36,358 INFO [train.py:927] (3/8) Epoch 14, batch 9100, giga_loss[loss=0.1988, simple_loss=0.2898, pruned_loss=0.05388, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.0367, over 113.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2847, pruned_loss=0.05159, over 2477951.70 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06907, over 25199.09 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2892, pruned_loss=0.05393, over 2443980.72 frames. utt_duration=1245 frames, utt_pad_proportion=0.05933, over 7860.08 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2838, pruned_loss=0.05118, over 2478909.51 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06866, over 26863.95 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 13:03:29,483 INFO [train.py:927] (3/8) Epoch 14, batch 9150, giga_loss[loss=0.1958, simple_loss=0.2913, pruned_loss=0.05017, over 12366.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04712, over 146.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.0514, over 2477790.51 frames. utt_duration=393.6 frames, utt_pad_proportion=0.0684, over 25260.74 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2893, pruned_loss=0.05401, over 2444833.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.0582, over 7846.74 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.05097, over 2478548.28 frames. utt_duration=368.8 frames, utt_pad_proportion=0.06843, over 26969.62 utterances.], batch size: 146, lr: 2.79e-04
2022-08-29 13:05:33,571 INFO [train.py:927] (3/8) Epoch 14, batch 9200, giga_loss[loss=0.2, simple_loss=0.299, pruned_loss=0.0505, over 12400.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04051, over 133.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05222, over 2477943.46 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0671, over 24959.17 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2896, pruned_loss=0.05399, over 2445296.36 frames. utt_duration=1246 frames, utt_pad_proportion=0.05802, over 7856.52 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2843, pruned_loss=0.05184, over 2478706.63 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06732, over 26599.95 utterances.], batch size: 133, lr: 2.79e-04
2022-08-29 13:07:27,050 INFO [train.py:927] (3/8) Epoch 14, batch 9250, giga_loss[loss=0.1766, simple_loss=0.272, pruned_loss=0.04063, over 12353.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03198, over 51.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05263, over 2477320.23 frames. utt_duration=428.1 frames, utt_pad_proportion=0.06305, over 23210.94 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2891, pruned_loss=0.05375, over 2446241.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.05623, over 7803.88 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2859, pruned_loss=0.05247, over 2478358.80 frames. utt_duration=394 frames, utt_pad_proportion=0.06412, over 25238.13 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 13:09:33,573 INFO [train.py:927] (3/8) Epoch 14, batch 9300, giga_loss[loss=0.1766, simple_loss=0.2537, pruned_loss=0.04976, over 12378.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2875, pruned_loss=0.05301, over 2477550.59 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06628, over 23987.67 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2889, pruned_loss=0.05366, over 2446754.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05545, over 7796.78 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2871, pruned_loss=0.05294, over 2478462.50 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06714, over 25873.47 utterances.], batch size: 359, lr: 2.79e-04
2022-08-29 13:11:40,696 INFO [train.py:927] (3/8) Epoch 14, batch 9350, giga_loss[loss=0.1991, simple_loss=0.285, pruned_loss=0.05665, over 12434.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05664, over 182.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2863, pruned_loss=0.05297, over 2477168.20 frames. utt_duration=419.1 frames, utt_pad_proportion=0.065, over 23710.83 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2887, pruned_loss=0.05354, over 2447036.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05422, over 7776.08 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.05301, over 2478501.90 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06621, over 25687.38 utterances.], batch size: 182, lr: 2.79e-04
2022-08-29 13:13:42,160 INFO [train.py:927] (3/8) Epoch 14, batch 9400, giga_loss[loss=0.1924, simple_loss=0.2791, pruned_loss=0.05284, over 12422.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03045, over 122.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05357, over 2478001.69 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06701, over 24593.43 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2885, pruned_loss=0.05352, over 2447472.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.05821, over 7837.69 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05362, over 2479066.86 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06691, over 26324.41 utterances.], batch size: 122, lr: 2.79e-04
2022-08-29 13:15:41,778 INFO [train.py:927] (3/8) Epoch 14, batch 9450, giga_loss[loss=0.2021, simple_loss=0.2944, pruned_loss=0.0549, over 12346.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.02896, over 91.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.285, pruned_loss=0.05327, over 2477753.32 frames. utt_duration=410 frames, utt_pad_proportion=0.0696, over 24244.39 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2885, pruned_loss=0.05363, over 2448827.90 frames. utt_duration=1239 frames, utt_pad_proportion=0.06175, over 7912.66 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2849, pruned_loss=0.05324, over 2478745.31 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06863, over 26331.44 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 13:17:40,325 INFO [train.py:927] (3/8) Epoch 14, batch 9500, giga_loss[loss=0.1937, simple_loss=0.3061, pruned_loss=0.04063, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2846, pruned_loss=0.05219, over 2476969.82 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06984, over 23813.92 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2887, pruned_loss=0.05375, over 2449033.32 frames. utt_duration=1243 frames, utt_pad_proportion=0.06079, over 7892.56 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2843, pruned_loss=0.05206, over 2478059.97 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06935, over 25776.02 utterances.], batch size: 62, lr: 2.79e-04
2022-08-29 13:19:32,982 INFO [train.py:927] (3/8) Epoch 14, batch 9550, giga_loss[loss=0.1955, simple_loss=0.2881, pruned_loss=0.05148, over 12462.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0344, over 98.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2861, pruned_loss=0.05159, over 2477015.10 frames. utt_duration=425.8 frames, utt_pad_proportion=0.0677, over 23336.04 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2888, pruned_loss=0.05383, over 2449515.78 frames. utt_duration=1244 frames, utt_pad_proportion=0.0603, over 7885.65 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2858, pruned_loss=0.0514, over 2477679.65 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06761, over 25033.02 utterances.], batch size: 98, lr: 2.79e-04
2022-08-29 13:21:42,964 INFO [train.py:927] (3/8) Epoch 14, batch 9600, giga_loss[loss=0.1971, simple_loss=0.2794, pruned_loss=0.05741, over 12417.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09655, over 256.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.286, pruned_loss=0.05152, over 2477534.98 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06969, over 24642.37 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05392, over 2449820.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.0594, over 7878.00 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2856, pruned_loss=0.05126, over 2478279.32 frames. utt_duration=378.5 frames, utt_pad_proportion=0.06979, over 26270.55 utterances.], batch size: 256, lr: 2.79e-04
2022-08-29 13:23:54,367 INFO [train.py:927] (3/8) Epoch 14, batch 9650, giga_loss[loss=0.2102, simple_loss=0.3063, pruned_loss=0.05701, over 12397.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04007, over 105.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2863, pruned_loss=0.05121, over 2477732.40 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06674, over 25217.22 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05395, over 2450224.29 frames. utt_duration=1248 frames, utt_pad_proportion=0.05855, over 7861.61 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.286, pruned_loss=0.05092, over 2478467.13 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06722, over 26825.22 utterances.], batch size: 105, lr: 2.79e-04
2022-08-29 13:26:09,711 INFO [train.py:927] (3/8) Epoch 14, batch 9700, giga_loss[loss=0.2201, simple_loss=0.3153, pruned_loss=0.06246, over 12387.00 frames. utt_duration=410.4 frames, utt_pad_proportion=0.02517, over 121.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2878, pruned_loss=0.05215, over 2477214.54 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06971, over 25718.23 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2886, pruned_loss=0.05394, over 2450379.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.05763, over 7825.46 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2877, pruned_loss=0.05188, over 2478298.99 frames. utt_duration=362.5 frames, utt_pad_proportion=0.07019, over 27434.94 utterances.], batch size: 121, lr: 2.79e-04
2022-08-29 13:28:27,173 INFO [train.py:927] (3/8) Epoch 14, batch 9750, giga_loss[loss=0.1837, simple_loss=0.2733, pruned_loss=0.047, over 12375.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03212, over 97.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2876, pruned_loss=0.05148, over 2477637.97 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06556, over 24821.81 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2884, pruned_loss=0.05385, over 2450690.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05681, over 7797.21 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2877, pruned_loss=0.05131, over 2478726.24 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06646, over 26544.49 utterances.], batch size: 97, lr: 2.79e-04
2022-08-29 13:30:35,598 INFO [train.py:927] (3/8) Epoch 14, batch 9800, giga_loss[loss=0.2076, simple_loss=0.3003, pruned_loss=0.05739, over 12445.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04735, over 147.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2861, pruned_loss=0.0512, over 2476960.62 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06689, over 24989.95 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.288, pruned_loss=0.05361, over 2450705.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.05583, over 7775.34 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2866, pruned_loss=0.05123, over 2478554.57 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06785, over 26859.56 utterances.], batch size: 147, lr: 2.79e-04
2022-08-29 13:32:35,811 INFO [train.py:927] (3/8) Epoch 14, batch 9850, giga_loss[loss=0.1966, simple_loss=0.2903, pruned_loss=0.05146, over 12371.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2861, pruned_loss=0.0512, over 2477345.82 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06441, over 24528.31 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2879, pruned_loss=0.05355, over 2451211.36 frames. utt_duration=1263 frames, utt_pad_proportion=0.0553, over 7772.85 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2865, pruned_loss=0.05124, over 2478611.38 frames. utt_duration=378 frames, utt_pad_proportion=0.06554, over 26313.25 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 13:34:32,116 INFO [train.py:927] (3/8) Epoch 14, batch 9900, giga_loss[loss=0.1874, simple_loss=0.2792, pruned_loss=0.04774, over 12357.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03054, over 58.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2873, pruned_loss=0.05146, over 2477411.74 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06383, over 24274.53 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05343, over 2451521.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05446, over 7743.83 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2879, pruned_loss=0.05155, over 2478705.49 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06505, over 26072.05 utterances.], batch size: 58, lr: 2.79e-04
2022-08-29 13:36:27,868 INFO [train.py:927] (3/8) Epoch 14, batch 9950, libri_loss[loss=0.1552, simple_loss=0.2512, pruned_loss=0.02961, over 12129.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006078, over 32.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2854, pruned_loss=0.05119, over 2476136.02 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06247, over 23669.81 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2877, pruned_loss=0.0534, over 2451580.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.05418, over 7756.85 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2858, pruned_loss=0.05126, over 2477694.81 frames. utt_duration=390.7 frames, utt_pad_proportion=0.0637, over 25442.01 utterances.], batch size: 32, lr: 2.79e-04
2022-08-29 13:38:11,560 INFO [train.py:927] (3/8) Epoch 14, batch 10000, giga_loss[loss=0.2103, simple_loss=0.3112, pruned_loss=0.05472, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02939, over 70.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2895, pruned_loss=0.05371, over 2475564.03 frames. utt_duration=432.9 frames, utt_pad_proportion=0.06574, over 22937.38 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05349, over 2451875.06 frames. utt_duration=1255 frames, utt_pad_proportion=0.05785, over 7825.56 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2897, pruned_loss=0.05367, over 2476855.50 frames. utt_duration=405.8 frames, utt_pad_proportion=0.0655, over 24488.86 utterances.], batch size: 70, lr: 2.79e-04
2022-08-29 13:39:53,268 INFO [train.py:927] (3/8) Epoch 14, batch 10050, giga_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05802, over 12161.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03458, over 36.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2939, pruned_loss=0.05611, over 2474657.29 frames. utt_duration=444 frames, utt_pad_proportion=0.06861, over 22360.08 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05354, over 2451796.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05764, over 7819.43 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2939, pruned_loss=0.05603, over 2475855.46 frames. utt_duration=420 frames, utt_pad_proportion=0.06834, over 23650.48 utterances.], batch size: 36, lr: 2.79e-04
2022-08-29 13:41:37,061 INFO [train.py:927] (3/8) Epoch 14, batch 10100, giga_loss[loss=0.1502, simple_loss=0.241, pruned_loss=0.02966, over 12373.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2889, pruned_loss=0.05464, over 2474940.41 frames. utt_duration=462 frames, utt_pad_proportion=0.06435, over 21488.27 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.288, pruned_loss=0.05351, over 2452014.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.057, over 7807.22 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.289, pruned_loss=0.05464, over 2476007.98 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06457, over 22708.93 utterances.], batch size: 97, lr: 2.79e-04
2022-08-29 13:43:20,784 INFO [train.py:927] (3/8) Epoch 14, batch 10150, giga_loss[loss=0.1393, simple_loss=0.2271, pruned_loss=0.02569, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05038, over 34.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2814, pruned_loss=0.05185, over 2474823.93 frames. utt_duration=482.2 frames, utt_pad_proportion=0.0645, over 20585.72 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2878, pruned_loss=0.05326, over 2452108.78 frames. utt_duration=1263 frames, utt_pad_proportion=0.0563, over 7777.34 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2816, pruned_loss=0.05205, over 2475993.44 frames. utt_duration=455.3 frames, utt_pad_proportion=0.06496, over 21815.95 utterances.], batch size: 34, lr: 2.79e-04
2022-08-29 13:45:03,041 INFO [train.py:927] (3/8) Epoch 14, batch 10200, giga_loss[loss=0.1595, simple_loss=0.2447, pruned_loss=0.03714, over 12447.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05048, over 162.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2748, pruned_loss=0.04982, over 2474878.69 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07035, over 21140.02 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.288, pruned_loss=0.0533, over 2452496.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05544, over 7776.93 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2746, pruned_loss=0.04989, over 2475961.46 frames. utt_duration=443.1 frames, utt_pad_proportion=0.0708, over 22422.16 utterances.], batch size: 162, lr: 2.79e-04
2022-08-29 13:46:45,773 INFO [train.py:927] (3/8) Epoch 14, batch 10250, giga_loss[loss=0.1661, simple_loss=0.2505, pruned_loss=0.04086, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0303, over 42.00 utterances.], tot_loss[loss=0.1837, simple_loss=0.2702, pruned_loss=0.04865, over 2474321.14 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07437, over 20910.06 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05339, over 2452876.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05868, over 7823.34 utterances.], giga_tot_loss[loss=0.1833, simple_loss=0.2695, pruned_loss=0.04851, over 2475544.25 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0735, over 22300.68 utterances.], batch size: 42, lr: 2.79e-04
2022-08-29 13:48:29,279 INFO [train.py:927] (3/8) Epoch 14, batch 10300, giga_loss[loss=0.1558, simple_loss=0.2394, pruned_loss=0.03612, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.1799, simple_loss=0.2656, pruned_loss=0.04709, over 2474625.55 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07446, over 20444.12 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.05324, over 2453448.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05755, over 7786.13 utterances.], giga_tot_loss[loss=0.1794, simple_loss=0.265, pruned_loss=0.04695, over 2475680.58 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07426, over 21950.56 utterances.], batch size: 80, lr: 2.79e-04
2022-08-29 13:50:09,181 INFO [train.py:927] (3/8) Epoch 14, batch 10350, giga_loss[loss=0.1805, simple_loss=0.267, pruned_loss=0.04699, over 12378.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0646, over 183.00 utterances.], tot_loss[loss=0.1766, simple_loss=0.2621, pruned_loss=0.04558, over 2474865.07 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06854, over 19991.40 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05311, over 2453950.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05647, over 7760.69 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2612, pruned_loss=0.04544, over 2475742.56 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0692, over 21498.16 utterances.], batch size: 183, lr: 2.79e-04
2022-08-29 13:51:51,864 INFO [train.py:927] (3/8) Epoch 14, batch 10400, giga_loss[loss=0.1593, simple_loss=0.2404, pruned_loss=0.03905, over 12212.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03035, over 42.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2589, pruned_loss=0.04458, over 2474172.84 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06512, over 19019.14 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2877, pruned_loss=0.05347, over 2453966.82 frames. utt_duration=1270 frames, utt_pad_proportion=0.05502, over 7738.35 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.2569, pruned_loss=0.04388, over 2475540.70 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06653, over 20629.79 utterances.], batch size: 42, lr: 2.79e-04
2022-08-29 13:53:34,616 INFO [train.py:927] (3/8) Epoch 14, batch 10450, giga_loss[loss=0.2255, simple_loss=0.29, pruned_loss=0.08055, over 12345.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.1713, simple_loss=0.2552, pruned_loss=0.04376, over 2473761.62 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06973, over 19819.23 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2876, pruned_loss=0.05337, over 2454000.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05464, over 7736.95 utterances.], giga_tot_loss[loss=0.17, simple_loss=0.2535, pruned_loss=0.04321, over 2474995.04 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07065, over 21185.17 utterances.], batch size: 369, lr: 2.79e-04
2022-08-29 13:55:17,649 INFO [train.py:927] (3/8) Epoch 14, batch 10500, giga_loss[loss=0.2074, simple_loss=0.2933, pruned_loss=0.06075, over 12343.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03347, over 51.00 utterances.], tot_loss[loss=0.1801, simple_loss=0.2643, pruned_loss=0.04797, over 2473611.62 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06785, over 19622.77 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.05327, over 2454116.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.05399, over 7724.96 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.2627, pruned_loss=0.0475, over 2474738.50 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06895, over 20857.93 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 13:57:00,429 INFO [train.py:927] (3/8) Epoch 14, batch 10550, giga_loss[loss=0.1972, simple_loss=0.2938, pruned_loss=0.05027, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0263, over 48.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2743, pruned_loss=0.05186, over 2473839.19 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06588, over 19522.45 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2878, pruned_loss=0.0534, over 2454548.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05357, over 7736.97 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2723, pruned_loss=0.0513, over 2474788.28 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06712, over 20760.59 utterances.], batch size: 48, lr: 2.79e-04
2022-08-29 13:58:42,230 INFO [train.py:927] (3/8) Epoch 14, batch 10600, giga_loss[loss=0.2106, simple_loss=0.2946, pruned_loss=0.06334, over 12381.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2792, pruned_loss=0.05322, over 2473825.86 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06981, over 20374.57 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2879, pruned_loss=0.05349, over 2455045.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05279, over 7717.31 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2773, pruned_loss=0.05268, over 2474490.63 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07084, over 21581.49 utterances.], batch size: 257, lr: 2.79e-04
2022-08-29 14:00:23,284 INFO [train.py:927] (3/8) Epoch 14, batch 10650, giga_loss[loss=0.1947, simple_loss=0.2913, pruned_loss=0.04903, over 12366.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02746, over 66.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2843, pruned_loss=0.05552, over 2474198.44 frames. utt_duration=488 frames, utt_pad_proportion=0.06839, over 20341.83 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.288, pruned_loss=0.05368, over 2455164.09 frames. utt_duration=1277 frames, utt_pad_proportion=0.0522, over 7700.66 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2826, pruned_loss=0.05495, over 2474892.95 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06954, over 21490.93 utterances.], batch size: 66, lr: 2.79e-04
2022-08-29 14:02:07,029 INFO [train.py:927] (3/8) Epoch 14, batch 10700, giga_loss[loss=0.2134, simple_loss=0.3098, pruned_loss=0.05847, over 12271.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02758, over 54.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2883, pruned_loss=0.05748, over 2473747.59 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06648, over 19722.56 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2877, pruned_loss=0.05356, over 2455256.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.05147, over 7688.62 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2872, pruned_loss=0.05719, over 2474568.95 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06781, over 20870.30 utterances.], batch size: 54, lr: 2.79e-04
2022-08-29 14:03:49,304 INFO [train.py:927] (3/8) Epoch 14, batch 10750, giga_loss[loss=0.2325, simple_loss=0.3159, pruned_loss=0.07456, over 12336.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2916, pruned_loss=0.05844, over 2473860.87 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06458, over 18960.06 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.05354, over 2455908.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05476, over 7767.19 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.291, pruned_loss=0.05841, over 2474707.90 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06477, over 20296.70 utterances.], batch size: 97, lr: 2.79e-04
2022-08-29 14:05:31,957 INFO [train.py:927] (3/8) Epoch 14, batch 10800, giga_loss[loss=0.2242, simple_loss=0.3243, pruned_loss=0.06209, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2936, pruned_loss=0.0587, over 2473962.60 frames. utt_duration=536.2 frames, utt_pad_proportion=0.0623, over 18507.48 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2874, pruned_loss=0.05369, over 2456127.04 frames. utt_duration=1270 frames, utt_pad_proportion=0.05362, over 7745.54 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05868, over 2474917.99 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06312, over 19890.75 utterances.], batch size: 113, lr: 2.79e-04
2022-08-29 14:07:13,513 INFO [train.py:927] (3/8) Epoch 14, batch 10850, giga_loss[loss=0.1969, simple_loss=0.2907, pruned_loss=0.05157, over 12386.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02697, over 91.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05791, over 2473519.36 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06213, over 17725.21 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2869, pruned_loss=0.05364, over 2456082.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05679, over 7767.67 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.0581, over 2474986.17 frames. utt_duration=517 frames, utt_pad_proportion=0.06191, over 19204.05 utterances.], batch size: 91, lr: 2.79e-04
2022-08-29 14:08:58,553 INFO [train.py:927] (3/8) Epoch 14, batch 10900, giga_loss[loss=0.2571, simple_loss=0.325, pruned_loss=0.09458, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05923, over 2473281.56 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06149, over 17448.70 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2863, pruned_loss=0.05348, over 2456747.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05577, over 7736.96 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05967, over 2474410.35 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06178, over 18972.33 utterances.], batch size: 146, lr: 2.79e-04
2022-08-29 14:10:42,345 INFO [train.py:927] (3/8) Epoch 14, batch 10950, libri_loss[loss=0.2094, simple_loss=0.3025, pruned_loss=0.05815, over 12445.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01007, over 39.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2966, pruned_loss=0.06159, over 2472374.37 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06198, over 17434.01 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2862, pruned_loss=0.05347, over 2457010.53 frames. utt_duration=1274 frames, utt_pad_proportion=0.05493, over 7722.40 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2978, pruned_loss=0.06208, over 2473313.09 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06253, over 18836.29 utterances.], batch size: 39, lr: 2.79e-04
2022-08-29 14:12:25,719 INFO [train.py:927] (3/8) Epoch 14, batch 11000, giga_loss[loss=0.1837, simple_loss=0.2748, pruned_loss=0.04628, over 12331.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02987, over 66.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2953, pruned_loss=0.06179, over 2473004.94 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06164, over 17510.16 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05326, over 2457272.21 frames. utt_duration=1274 frames, utt_pad_proportion=0.05423, over 7725.61 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2967, pruned_loss=0.06266, over 2474029.32 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06245, over 18957.85 utterances.], batch size: 66, lr: 2.79e-04
2022-08-29 14:14:08,018 INFO [train.py:927] (3/8) Epoch 14, batch 11050, giga_loss[loss=0.188, simple_loss=0.2774, pruned_loss=0.04932, over 12445.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03769, over 105.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.294, pruned_loss=0.06114, over 2472806.24 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05807, over 16818.79 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05337, over 2457616.38 frames. utt_duration=1280 frames, utt_pad_proportion=0.05321, over 7687.30 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2955, pruned_loss=0.06196, over 2473739.06 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05945, over 18267.10 utterances.], batch size: 105, lr: 2.79e-04
2022-08-29 14:15:51,219 INFO [train.py:927] (3/8) Epoch 14, batch 11100, giga_loss[loss=0.1998, simple_loss=0.2832, pruned_loss=0.05818, over 12412.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2926, pruned_loss=0.06035, over 2473261.35 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06053, over 16620.93 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2858, pruned_loss=0.05326, over 2457974.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.05229, over 7694.00 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2942, pruned_loss=0.06138, over 2474260.87 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06188, over 18114.90 utterances.], batch size: 58, lr: 2.79e-04
2022-08-29 14:17:35,860 INFO [train.py:927] (3/8) Epoch 14, batch 11150, giga_loss[loss=0.216, simple_loss=0.3022, pruned_loss=0.0649, over 12308.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03468, over 51.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2881, pruned_loss=0.05846, over 2472720.71 frames. utt_duration=596.4 frames, utt_pad_proportion=0.05979, over 16626.44 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2856, pruned_loss=0.05323, over 2457908.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.05212, over 7684.53 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2896, pruned_loss=0.05932, over 2473641.86 frames. utt_duration=555.8 frames, utt_pad_proportion=0.061, over 17849.36 utterances.], batch size: 51, lr: 2.79e-04
2022-08-29 14:19:20,720 INFO [train.py:927] (3/8) Epoch 14, batch 11200, giga_loss[loss=0.2448, simple_loss=0.3069, pruned_loss=0.09135, over 12392.00 frames. utt_duration=190.8 frames, utt_pad_proportion=0.1166, over 262.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2857, pruned_loss=0.05761, over 2473306.04 frames. utt_duration=537.6 frames, utt_pad_proportion=0.07167, over 18454.92 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2859, pruned_loss=0.05338, over 2458089.68 frames. utt_duration=1284 frames, utt_pad_proportion=0.05112, over 7664.58 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2867, pruned_loss=0.05827, over 2474207.59 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07226, over 19646.66 utterances.], batch size: 262, lr: 2.79e-04
2022-08-29 14:21:01,989 INFO [train.py:927] (3/8) Epoch 14, batch 11250, giga_loss[loss=0.2095, simple_loss=0.2949, pruned_loss=0.06207, over 12415.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06738, over 211.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2848, pruned_loss=0.05687, over 2472880.82 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06888, over 18357.64 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2852, pruned_loss=0.05301, over 2458269.53 frames. utt_duration=1292 frames, utt_pad_proportion=0.04979, over 7621.98 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2862, pruned_loss=0.05788, over 2473991.31 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07018, over 19749.77 utterances.], batch size: 211, lr: 2.79e-04
2022-08-29 14:22:42,036 INFO [train.py:927] (3/8) Epoch 14, batch 11300, giga_loss[loss=0.1868, simple_loss=0.2621, pruned_loss=0.05574, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03938, over 33.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2819, pruned_loss=0.05594, over 2472181.06 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06613, over 17595.16 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2851, pruned_loss=0.05293, over 2458310.50 frames. utt_duration=1290 frames, utt_pad_proportion=0.04967, over 7634.10 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2831, pruned_loss=0.0569, over 2473349.40 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06759, over 18917.36 utterances.], batch size: 33, lr: 2.79e-04
2022-08-29 14:24:23,931 INFO [train.py:927] (3/8) Epoch 14, batch 11350, giga_loss[loss=0.1947, simple_loss=0.2628, pruned_loss=0.06336, over 12198.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03325, over 42.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2801, pruned_loss=0.05595, over 2471591.40 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06466, over 17492.09 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.285, pruned_loss=0.05277, over 2458376.89 frames. utt_duration=1292 frames, utt_pad_proportion=0.04913, over 7622.65 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2811, pruned_loss=0.05688, over 2472631.52 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06619, over 18672.32 utterances.], batch size: 42, lr: 2.79e-04
2022-08-29 14:26:06,201 INFO [train.py:927] (3/8) Epoch 14, batch 11400, libri_loss[loss=0.218, simple_loss=0.3037, pruned_loss=0.06612, over 12338.00 frames. utt_duration=772.5 frames, utt_pad_proportion=0.1191, over 64.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2778, pruned_loss=0.0553, over 2472087.92 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06061, over 16607.08 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05286, over 2458750.22 frames. utt_duration=1289 frames, utt_pad_proportion=0.04913, over 7639.25 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2782, pruned_loss=0.05602, over 2472866.27 frames. utt_duration=559 frames, utt_pad_proportion=0.06223, over 17743.57 utterances.], batch size: 64, lr: 2.79e-04
2022-08-29 14:27:46,590 INFO [train.py:927] (3/8) Epoch 14, batch 11450, giga_loss[loss=0.1556, simple_loss=0.2345, pruned_loss=0.03831, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04063, over 37.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2752, pruned_loss=0.05432, over 2472546.65 frames. utt_duration=620.1 frames, utt_pad_proportion=0.05931, over 15986.90 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05305, over 2459389.96 frames. utt_duration=1271 frames, utt_pad_proportion=0.05355, over 7751.57 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2747, pruned_loss=0.05477, over 2473023.77 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05898, over 17077.03 utterances.], batch size: 37, lr: 2.79e-04
2022-08-29 14:29:29,135 INFO [train.py:927] (3/8) Epoch 14, batch 11500, libri_loss[loss=0.2006, simple_loss=0.2931, pruned_loss=0.05403, over 12303.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005973, over 35.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2734, pruned_loss=0.05365, over 2473030.12 frames. utt_duration=615.6 frames, utt_pad_proportion=0.06104, over 16108.94 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05288, over 2459555.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05264, over 7746.95 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2729, pruned_loss=0.05419, over 2473635.83 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06117, over 17216.43 utterances.], batch size: 35, lr: 2.79e-04
2022-08-29 14:31:16,092 INFO [train.py:927] (3/8) Epoch 14, batch 11550, libri_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05823, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.004932, over 35.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2744, pruned_loss=0.0542, over 2472382.63 frames. utt_duration=600.7 frames, utt_pad_proportion=0.06541, over 16504.24 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05298, over 2459716.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05606, over 7810.71 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2735, pruned_loss=0.05457, over 2473066.43 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06404, over 17567.84 utterances.], batch size: 35, lr: 2.79e-04
2022-08-29 14:33:00,770 INFO [train.py:927] (3/8) Epoch 14, batch 11600, giga_loss[loss=0.2478, simple_loss=0.3315, pruned_loss=0.08201, over 12433.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03632, over 123.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.28, pruned_loss=0.05748, over 2472052.26 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06456, over 16749.68 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.286, pruned_loss=0.05304, over 2459426.48 frames. utt_duration=1263 frames, utt_pad_proportion=0.05541, over 7799.57 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2789, pruned_loss=0.05773, over 2473000.42 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06381, over 17707.38 utterances.], batch size: 123, lr: 2.78e-04
2022-08-29 14:34:46,980 INFO [train.py:927] (3/8) Epoch 14, batch 11650, giga_loss[loss=0.228, simple_loss=0.3236, pruned_loss=0.06626, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03548, over 113.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2855, pruned_loss=0.05992, over 2471531.12 frames. utt_duration=565.9 frames, utt_pad_proportion=0.07056, over 17516.14 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05314, over 2459441.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05461, over 7784.74 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2844, pruned_loss=0.06013, over 2472484.94 frames. utt_duration=537.4 frames, utt_pad_proportion=0.07012, over 18454.94 utterances.], batch size: 113, lr: 2.78e-04
2022-08-29 14:36:30,482 INFO [train.py:927] (3/8) Epoch 14, batch 11700, giga_loss[loss=0.2681, simple_loss=0.3464, pruned_loss=0.09489, over 12418.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03496, over 123.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06168, over 2472529.46 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06813, over 17534.41 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.05318, over 2460054.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05366, over 7780.21 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2901, pruned_loss=0.06199, over 2473015.94 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06836, over 18505.62 utterances.], batch size: 123, lr: 2.78e-04
2022-08-29 14:38:14,445 INFO [train.py:927] (3/8) Epoch 14, batch 11750, giga_loss[loss=0.1694, simple_loss=0.2664, pruned_loss=0.03617, over 12361.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04255, over 133.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2935, pruned_loss=0.06227, over 2471326.55 frames. utt_duration=542.5 frames, utt_pad_proportion=0.07204, over 18273.05 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05318, over 2459991.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.05343, over 7775.43 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.293, pruned_loss=0.06264, over 2471930.89 frames. utt_duration=517.2 frames, utt_pad_proportion=0.0722, over 19173.89 utterances.], batch size: 133, lr: 2.78e-04
2022-08-29 14:39:58,333 INFO [train.py:927] (3/8) Epoch 14, batch 11800, giga_loss[loss=0.1975, simple_loss=0.2871, pruned_loss=0.05399, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.02928, over 43.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2926, pruned_loss=0.06062, over 2471664.15 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06897, over 18141.02 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.286, pruned_loss=0.05306, over 2459920.43 frames. utt_duration=1271 frames, utt_pad_proportion=0.05287, over 7752.87 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2924, pruned_loss=0.06114, over 2472350.56 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06948, over 19006.15 utterances.], batch size: 43, lr: 2.78e-04
2022-08-29 14:41:43,480 INFO [train.py:927] (3/8) Epoch 14, batch 11850, giga_loss[loss=0.2429, simple_loss=0.3232, pruned_loss=0.08131, over 12283.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02633, over 54.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2948, pruned_loss=0.0612, over 2471290.60 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06615, over 18138.72 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2865, pruned_loss=0.05318, over 2460174.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.05223, over 7748.30 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2944, pruned_loss=0.06168, over 2471871.62 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06705, over 19079.93 utterances.], batch size: 54, lr: 2.78e-04
2022-08-29 14:43:36,188 INFO [train.py:927] (3/8) Epoch 14, batch 11900, giga_loss[loss=0.2237, simple_loss=0.3104, pruned_loss=0.06844, over 12393.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02654, over 66.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2953, pruned_loss=0.06148, over 2471803.60 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06799, over 18232.82 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2861, pruned_loss=0.05302, over 2460245.97 frames. utt_duration=1276 frames, utt_pad_proportion=0.05149, over 7722.51 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2955, pruned_loss=0.06217, over 2472411.35 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06902, over 19201.70 utterances.], batch size: 66, lr: 2.78e-04
2022-08-29 14:45:20,152 INFO [train.py:927] (3/8) Epoch 14, batch 11950, giga_loss[loss=0.1951, simple_loss=0.2831, pruned_loss=0.05362, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02714, over 45.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06218, over 2471739.53 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06842, over 17617.11 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05309, over 2460425.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.05058, over 7722.71 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2965, pruned_loss=0.06293, over 2472393.07 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06985, over 18684.63 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 14:47:04,323 INFO [train.py:927] (3/8) Epoch 14, batch 12000, giga_loss[loss=0.2025, simple_loss=0.2992, pruned_loss=0.05291, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02961, over 45.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2986, pruned_loss=0.06377, over 2471783.68 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06875, over 17800.30 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05307, over 2460479.13 frames. utt_duration=1278 frames, utt_pad_proportion=0.04998, over 7712.92 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.299, pruned_loss=0.0645, over 2472394.65 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07014, over 18775.78 utterances.], batch size: 45, lr: 2.78e-04
2022-08-29 14:47:04,324 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 14:47:18,756 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1768, simple_loss=0.2854, pruned_loss=0.0341, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 14:49:01,240 INFO [train.py:927] (3/8) Epoch 14, batch 12050, giga_loss[loss=0.2336, simple_loss=0.3197, pruned_loss=0.07372, over 12396.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02885, over 58.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2993, pruned_loss=0.06384, over 2470661.69 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06611, over 17050.26 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05316, over 2460464.03 frames. utt_duration=1281 frames, utt_pad_proportion=0.04924, over 7692.77 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2999, pruned_loss=0.06452, over 2471343.69 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06779, over 18012.61 utterances.], batch size: 58, lr: 2.78e-04
2022-08-29 14:50:42,015 INFO [train.py:927] (3/8) Epoch 14, batch 12100, giga_loss[loss=0.2317, simple_loss=0.3168, pruned_loss=0.07335, over 12410.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02529, over 91.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2994, pruned_loss=0.06428, over 2471143.54 frames. utt_duration=595.4 frames, utt_pad_proportion=0.06326, over 16643.52 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.287, pruned_loss=0.05357, over 2460567.38 frames. utt_duration=1269 frames, utt_pad_proportion=0.0535, over 7767.30 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2995, pruned_loss=0.0647, over 2471840.07 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06332, over 17549.73 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 14:52:26,370 INFO [train.py:927] (3/8) Epoch 14, batch 12150, giga_loss[loss=0.1781, simple_loss=0.2608, pruned_loss=0.04771, over 12129.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03359, over 30.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2983, pruned_loss=0.0642, over 2470556.99 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06269, over 16122.10 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2868, pruned_loss=0.05358, over 2460777.19 frames. utt_duration=1268 frames, utt_pad_proportion=0.05348, over 7771.99 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2988, pruned_loss=0.06476, over 2471164.34 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06289, over 17039.58 utterances.], batch size: 30, lr: 2.78e-04
2022-08-29 14:54:07,889 INFO [train.py:927] (3/8) Epoch 14, batch 12200, libri_loss[loss=0.1702, simple_loss=0.2614, pruned_loss=0.03952, over 12443.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007135, over 32.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2991, pruned_loss=0.06489, over 2471824.90 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06123, over 16228.36 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05369, over 2461059.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.05321, over 7777.71 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2998, pruned_loss=0.06552, over 2472290.78 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06162, over 17146.92 utterances.], batch size: 32, lr: 2.78e-04
2022-08-29 14:55:49,984 INFO [train.py:927] (3/8) Epoch 14, batch 12250, giga_loss[loss=0.2646, simple_loss=0.3183, pruned_loss=0.1054, over 12358.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2983, pruned_loss=0.06449, over 2471705.23 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06522, over 16421.80 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05363, over 2460989.33 frames. utt_duration=1269 frames, utt_pad_proportion=0.05281, over 7766.97 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2991, pruned_loss=0.06513, over 2472220.97 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06552, over 17225.72 utterances.], batch size: 369, lr: 2.78e-04
2022-08-29 14:57:29,226 INFO [train.py:927] (3/8) Epoch 14, batch 12300, giga_loss[loss=0.2089, simple_loss=0.2917, pruned_loss=0.06307, over 12461.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03501, over 43.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06347, over 2471723.94 frames. utt_duration=625.1 frames, utt_pad_proportion=0.06274, over 15853.25 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2867, pruned_loss=0.05374, over 2461065.21 frames. utt_duration=1272 frames, utt_pad_proportion=0.05155, over 7746.14 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2975, pruned_loss=0.06416, over 2472345.87 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06371, over 16736.71 utterances.], batch size: 43, lr: 2.78e-04
2022-08-29 14:59:08,222 INFO [train.py:927] (3/8) Epoch 14, batch 12350, giga_loss[loss=0.226, simple_loss=0.3147, pruned_loss=0.0687, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05364, over 162.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.295, pruned_loss=0.06294, over 2472120.14 frames. utt_duration=601.4 frames, utt_pad_proportion=0.0682, over 16484.37 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.287, pruned_loss=0.05395, over 2461431.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.05018, over 7723.28 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2957, pruned_loss=0.0636, over 2472640.92 frames. utt_duration=566.7 frames, utt_pad_proportion=0.0695, over 17498.23 utterances.], batch size: 162, lr: 2.78e-04
2022-08-29 15:00:49,669 INFO [train.py:927] (3/8) Epoch 14, batch 12400, giga_loss[loss=0.199, simple_loss=0.2888, pruned_loss=0.05456, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04275, over 26.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2924, pruned_loss=0.06176, over 2471554.64 frames. utt_duration=618.8 frames, utt_pad_proportion=0.06589, over 16013.90 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2868, pruned_loss=0.05391, over 2461596.85 frames. utt_duration=1278 frames, utt_pad_proportion=0.04939, over 7712.86 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2934, pruned_loss=0.06257, over 2472102.59 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06757, over 17065.57 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 15:02:30,350 INFO [train.py:927] (3/8) Epoch 14, batch 12450, giga_loss[loss=0.2368, simple_loss=0.3135, pruned_loss=0.08011, over 12391.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2895, pruned_loss=0.0605, over 2471097.63 frames. utt_duration=635.3 frames, utt_pad_proportion=0.06012, over 15594.84 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.287, pruned_loss=0.05417, over 2461605.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.04828, over 7702.56 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2902, pruned_loss=0.06109, over 2471808.58 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06246, over 16664.16 utterances.], batch size: 213, lr: 2.78e-04
2022-08-29 15:04:12,564 INFO [train.py:927] (3/8) Epoch 14, batch 12500, giga_loss[loss=0.1809, simple_loss=0.2696, pruned_loss=0.04611, over 12380.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03086, over 104.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2857, pruned_loss=0.05885, over 2470410.65 frames. utt_duration=632 frames, utt_pad_proportion=0.05869, over 15673.19 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2869, pruned_loss=0.05435, over 2461421.61 frames. utt_duration=1284 frames, utt_pad_proportion=0.04766, over 7675.68 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2863, pruned_loss=0.05926, over 2471306.91 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06098, over 16691.89 utterances.], batch size: 104, lr: 2.78e-04
2022-08-29 15:05:53,246 INFO [train.py:927] (3/8) Epoch 14, batch 12550, giga_loss[loss=0.2429, simple_loss=0.3324, pruned_loss=0.07664, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2865, pruned_loss=0.05906, over 2471265.31 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06095, over 16725.42 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.287, pruned_loss=0.05444, over 2461328.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.04716, over 7664.55 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2869, pruned_loss=0.05935, over 2472179.90 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0628, over 17649.40 utterances.], batch size: 133, lr: 2.78e-04
2022-08-29 15:07:33,686 INFO [train.py:927] (3/8) Epoch 14, batch 12600, giga_loss[loss=0.1976, simple_loss=0.2928, pruned_loss=0.05124, over 12347.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.288, pruned_loss=0.05944, over 2472005.93 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06115, over 17317.13 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2871, pruned_loss=0.05465, over 2461899.77 frames. utt_duration=1290 frames, utt_pad_proportion=0.0461, over 7643.86 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2883, pruned_loss=0.05963, over 2472484.75 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06309, over 18318.24 utterances.], batch size: 91, lr: 2.78e-04
2022-08-29 15:09:12,150 INFO [train.py:927] (3/8) Epoch 14, batch 12650, giga_loss[loss=0.2155, simple_loss=0.3059, pruned_loss=0.06256, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07339, over 212.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2892, pruned_loss=0.05901, over 2472518.28 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06128, over 18046.83 utterances.], libri_tot_loss[loss=0.1986, simple_loss=0.2875, pruned_loss=0.05481, over 2461897.45 frames. utt_duration=1292 frames, utt_pad_proportion=0.04522, over 7628.89 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2891, pruned_loss=0.05912, over 2473111.30 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06317, over 19058.32 utterances.], batch size: 212, lr: 2.78e-04
2022-08-29 15:10:51,443 INFO [train.py:927] (3/8) Epoch 14, batch 12700, libri_loss[loss=0.2264, simple_loss=0.293, pruned_loss=0.07988, over 12331.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007199, over 33.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2879, pruned_loss=0.05835, over 2472553.19 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06261, over 17866.70 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2873, pruned_loss=0.055, over 2462127.22 frames. utt_duration=1296 frames, utt_pad_proportion=0.04444, over 7608.35 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.288, pruned_loss=0.05834, over 2473073.70 frames. utt_duration=524 frames, utt_pad_proportion=0.0645, over 18931.40 utterances.], batch size: 33, lr: 2.78e-04
2022-08-29 15:12:32,902 INFO [train.py:927] (3/8) Epoch 14, batch 12750, giga_loss[loss=0.2057, simple_loss=0.2995, pruned_loss=0.05596, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2876, pruned_loss=0.05832, over 2472327.77 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06173, over 17637.85 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2872, pruned_loss=0.0551, over 2462149.36 frames. utt_duration=1298 frames, utt_pad_proportion=0.04391, over 7595.16 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2878, pruned_loss=0.05833, over 2472996.71 frames. utt_duration=528.4 frames, utt_pad_proportion=0.0637, over 18774.16 utterances.], batch size: 146, lr: 2.78e-04
2022-08-29 15:14:12,014 INFO [train.py:927] (3/8) Epoch 14, batch 12800, giga_loss[loss=0.228, simple_loss=0.309, pruned_loss=0.07354, over 12410.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02303, over 48.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2897, pruned_loss=0.05891, over 2472371.43 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05781, over 17295.46 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2876, pruned_loss=0.0555, over 2462571.17 frames. utt_duration=1300 frames, utt_pad_proportion=0.04308, over 7583.40 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2895, pruned_loss=0.05865, over 2472746.24 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06007, over 18432.81 utterances.], batch size: 48, lr: 2.78e-04
2022-08-29 15:15:54,831 INFO [train.py:927] (3/8) Epoch 14, batch 12850, giga_loss[loss=0.1826, simple_loss=0.271, pruned_loss=0.04712, over 12301.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.05245, over 26.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2906, pruned_loss=0.0588, over 2473096.55 frames. utt_duration=593.1 frames, utt_pad_proportion=0.05409, over 16721.78 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2876, pruned_loss=0.05563, over 2462838.07 frames. utt_duration=1298 frames, utt_pad_proportion=0.04315, over 7596.03 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2905, pruned_loss=0.05853, over 2473371.83 frames. utt_duration=556.8 frames, utt_pad_proportion=0.05624, over 17815.63 utterances.], batch size: 26, lr: 2.78e-04
2022-08-29 15:17:37,094 INFO [train.py:927] (3/8) Epoch 14, batch 12900, giga_loss[loss=0.2105, simple_loss=0.3005, pruned_loss=0.06026, over 12385.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05917, over 182.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2913, pruned_loss=0.05904, over 2473653.33 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05133, over 16578.88 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2877, pruned_loss=0.05592, over 2463560.85 frames. utt_duration=1300 frames, utt_pad_proportion=0.04222, over 7586.35 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2913, pruned_loss=0.05868, over 2473593.98 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05374, over 17790.91 utterances.], batch size: 182, lr: 2.78e-04
2022-08-29 15:19:16,245 INFO [train.py:927] (3/8) Epoch 14, batch 12950, giga_loss[loss=0.2016, simple_loss=0.2823, pruned_loss=0.06047, over 12155.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03987, over 33.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2911, pruned_loss=0.05929, over 2473523.61 frames. utt_duration=597 frames, utt_pad_proportion=0.05078, over 16615.66 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2879, pruned_loss=0.0563, over 2463851.96 frames. utt_duration=1297 frames, utt_pad_proportion=0.04208, over 7606.52 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2909, pruned_loss=0.05877, over 2473532.96 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05294, over 17868.22 utterances.], batch size: 33, lr: 2.78e-04
2022-08-29 15:20:56,580 INFO [train.py:927] (3/8) Epoch 14, batch 13000, giga_loss[loss=0.2153, simple_loss=0.3051, pruned_loss=0.06278, over 12360.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04045, over 145.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2884, pruned_loss=0.05863, over 2474094.71 frames. utt_duration=605.3 frames, utt_pad_proportion=0.0517, over 16390.31 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2875, pruned_loss=0.05626, over 2463974.52 frames. utt_duration=1302 frames, utt_pad_proportion=0.04148, over 7577.74 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2888, pruned_loss=0.05829, over 2474201.67 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05373, over 17618.82 utterances.], batch size: 145, lr: 2.78e-04
2022-08-29 15:22:36,289 INFO [train.py:927] (3/8) Epoch 14, batch 13050, giga_loss[loss=0.1971, simple_loss=0.292, pruned_loss=0.05109, over 12461.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03488, over 86.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05852, over 2474932.86 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05606, over 16990.01 utterances.], libri_tot_loss[loss=0.2008, simple_loss=0.2879, pruned_loss=0.05688, over 2464562.96 frames. utt_duration=1302 frames, utt_pad_proportion=0.0407, over 7580.39 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2888, pruned_loss=0.05778, over 2474901.81 frames. utt_duration=540.7 frames, utt_pad_proportion=0.05791, over 18361.14 utterances.], batch size: 86, lr: 2.78e-04
2022-08-29 15:24:15,047 INFO [train.py:927] (3/8) Epoch 14, batch 13100, giga_loss[loss=0.1996, simple_loss=0.2847, pruned_loss=0.05722, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05852, over 2475497.66 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06169, over 17848.47 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2876, pruned_loss=0.05687, over 2464776.76 frames. utt_duration=1306 frames, utt_pad_proportion=0.04013, over 7554.98 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2891, pruned_loss=0.05796, over 2475456.13 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06302, over 19130.56 utterances.], batch size: 105, lr: 2.78e-04
2022-08-29 15:25:52,037 INFO [train.py:927] (3/8) Epoch 14, batch 13150, giga_loss[loss=0.1992, simple_loss=0.2822, pruned_loss=0.05807, over 12330.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03398, over 62.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2876, pruned_loss=0.05878, over 2474352.36 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06228, over 17700.41 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2875, pruned_loss=0.05715, over 2464751.24 frames. utt_duration=1297 frames, utt_pad_proportion=0.04479, over 7609.01 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2879, pruned_loss=0.05812, over 2474662.69 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06174, over 18998.48 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 15:27:32,601 INFO [train.py:927] (3/8) Epoch 14, batch 13200, giga_loss[loss=0.1903, simple_loss=0.274, pruned_loss=0.05329, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03894, over 40.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2867, pruned_loss=0.05947, over 2474916.26 frames. utt_duration=556.9 frames, utt_pad_proportion=0.0641, over 17825.57 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2878, pruned_loss=0.05765, over 2465040.89 frames. utt_duration=1286 frames, utt_pad_proportion=0.0483, over 7677.17 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2866, pruned_loss=0.05853, over 2475194.97 frames. utt_duration=518.9 frames, utt_pad_proportion=0.06262, over 19135.14 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 15:29:14,002 INFO [train.py:927] (3/8) Epoch 14, batch 13250, giga_loss[loss=0.2052, simple_loss=0.2947, pruned_loss=0.05785, over 12462.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2849, pruned_loss=0.05856, over 2474636.19 frames. utt_duration=563.2 frames, utt_pad_proportion=0.06039, over 17622.94 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2881, pruned_loss=0.0579, over 2464992.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05223, over 7740.37 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2846, pruned_loss=0.05763, over 2475061.01 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05807, over 18784.26 utterances.], batch size: 75, lr: 2.78e-04
2022-08-29 15:30:53,330 INFO [train.py:927] (3/8) Epoch 14, batch 13300, giga_loss[loss=0.1993, simple_loss=0.2907, pruned_loss=0.05394, over 12429.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04215, over 146.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2818, pruned_loss=0.05735, over 2474665.54 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05716, over 17415.33 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2882, pruned_loss=0.05813, over 2465042.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05212, over 7745.47 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2814, pruned_loss=0.05639, over 2475184.08 frames. utt_duration=534.7 frames, utt_pad_proportion=0.05558, over 18567.38 utterances.], batch size: 146, lr: 2.78e-04
2022-08-29 15:32:33,308 INFO [train.py:927] (3/8) Epoch 14, batch 13350, giga_loss[loss=0.2085, simple_loss=0.2993, pruned_loss=0.05878, over 12428.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05432, over 162.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2828, pruned_loss=0.05764, over 2474951.02 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05917, over 17809.07 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.288, pruned_loss=0.05822, over 2465192.64 frames. utt_duration=1274 frames, utt_pad_proportion=0.05204, over 7749.65 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2825, pruned_loss=0.05679, over 2475425.90 frames. utt_duration=524.6 frames, utt_pad_proportion=0.05792, over 18928.15 utterances.], batch size: 162, lr: 2.78e-04
2022-08-29 15:34:15,798 INFO [train.py:927] (3/8) Epoch 14, batch 13400, giga_loss[loss=0.2057, simple_loss=0.2838, pruned_loss=0.06383, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03675, over 40.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2853, pruned_loss=0.05826, over 2474585.36 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05765, over 17463.95 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2884, pruned_loss=0.05831, over 2465296.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05145, over 7735.43 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2847, pruned_loss=0.0575, over 2475003.22 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05697, over 18491.87 utterances.], batch size: 40, lr: 2.78e-04
2022-08-29 15:35:58,731 INFO [train.py:927] (3/8) Epoch 14, batch 13450, giga_loss[loss=0.2154, simple_loss=0.302, pruned_loss=0.06439, over 12384.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05179, over 161.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2873, pruned_loss=0.05884, over 2473987.63 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05491, over 16970.66 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2886, pruned_loss=0.05854, over 2465088.92 frames. utt_duration=1276 frames, utt_pad_proportion=0.05095, over 7733.84 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2866, pruned_loss=0.05803, over 2474665.31 frames. utt_duration=552.8 frames, utt_pad_proportion=0.0547, over 17953.48 utterances.], batch size: 161, lr: 2.78e-04
2022-08-29 15:37:45,753 INFO [train.py:927] (3/8) Epoch 14, batch 13500, giga_loss[loss=0.2941, simple_loss=0.3586, pruned_loss=0.1148, over 12260.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03489, over 28.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2925, pruned_loss=0.06246, over 2473317.02 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06006, over 17104.15 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2886, pruned_loss=0.05859, over 2464996.37 frames. utt_duration=1265 frames, utt_pad_proportion=0.05499, over 7801.47 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2918, pruned_loss=0.0618, over 2474127.17 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05813, over 17991.58 utterances.], batch size: 28, lr: 2.78e-04
2022-08-29 15:39:27,556 INFO [train.py:927] (3/8) Epoch 14, batch 13550, giga_loss[loss=0.2793, simple_loss=0.3544, pruned_loss=0.102, over 12387.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.298, pruned_loss=0.06555, over 2474006.30 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05658, over 17488.50 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2885, pruned_loss=0.05865, over 2465012.72 frames. utt_duration=1265 frames, utt_pad_proportion=0.05461, over 7801.62 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2978, pruned_loss=0.06506, over 2474774.14 frames. utt_duration=540.5 frames, utt_pad_proportion=0.05539, over 18366.33 utterances.], batch size: 161, lr: 2.78e-04
2022-08-29 15:41:10,808 INFO [train.py:927] (3/8) Epoch 14, batch 13600, giga_loss[loss=0.2146, simple_loss=0.3057, pruned_loss=0.06173, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02914, over 55.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3056, pruned_loss=0.07069, over 2473703.89 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05845, over 18207.02 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2889, pruned_loss=0.05903, over 2464986.36 frames. utt_duration=1254 frames, utt_pad_proportion=0.05869, over 7873.32 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3052, pruned_loss=0.07014, over 2474485.69 frames. utt_duration=521.7 frames, utt_pad_proportion=0.05585, over 19026.23 utterances.], batch size: 55, lr: 2.78e-04
2022-08-29 15:42:53,404 INFO [train.py:927] (3/8) Epoch 14, batch 13650, giga_loss[loss=0.2937, simple_loss=0.3487, pruned_loss=0.1193, over 12423.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05252, over 162.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3098, pruned_loss=0.07418, over 2474766.28 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06483, over 18831.23 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.289, pruned_loss=0.05906, over 2465540.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05761, over 7848.78 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.31, pruned_loss=0.07401, over 2475098.89 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06299, over 19748.49 utterances.], batch size: 162, lr: 2.78e-04
2022-08-29 15:44:38,474 INFO [train.py:927] (3/8) Epoch 14, batch 13700, libri_loss[loss=0.1985, simple_loss=0.2733, pruned_loss=0.0619, over 12378.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007449, over 31.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3143, pruned_loss=0.07873, over 2475369.49 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07831, over 20499.07 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2891, pruned_loss=0.05935, over 2465567.41 frames. utt_duration=1261 frames, utt_pad_proportion=0.05656, over 7830.73 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3148, pruned_loss=0.07876, over 2475801.86 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07695, over 21528.81 utterances.], batch size: 31, lr: 2.78e-04
2022-08-29 15:46:24,747 INFO [train.py:927] (3/8) Epoch 14, batch 13750, giga_loss[loss=0.2929, simple_loss=0.369, pruned_loss=0.1084, over 12418.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03377, over 80.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3192, pruned_loss=0.08246, over 2475205.40 frames. utt_duration=478.9 frames, utt_pad_proportion=0.08094, over 20739.26 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2898, pruned_loss=0.05993, over 2465712.50 frames. utt_duration=1254 frames, utt_pad_proportion=0.05642, over 7873.90 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.32, pruned_loss=0.08274, over 2475798.48 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08007, over 22016.07 utterances.], batch size: 80, lr: 2.78e-04
2022-08-29 15:48:08,376 INFO [train.py:927] (3/8) Epoch 14, batch 13800, giga_loss[loss=0.2377, simple_loss=0.3124, pruned_loss=0.08146, over 12336.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03332, over 85.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3194, pruned_loss=0.08334, over 2475211.70 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07708, over 20753.40 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2898, pruned_loss=0.06017, over 2465705.30 frames. utt_duration=1256 frames, utt_pad_proportion=0.05537, over 7862.71 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3211, pruned_loss=0.08417, over 2476054.46 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07726, over 22267.34 utterances.], batch size: 85, lr: 2.78e-04
2022-08-29 15:49:51,737 INFO [train.py:927] (3/8) Epoch 14, batch 13850, giga_loss[loss=0.2497, simple_loss=0.3291, pruned_loss=0.08516, over 12361.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.0403, over 145.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3211, pruned_loss=0.08458, over 2474677.19 frames. utt_duration=447.7 frames, utt_pad_proportion=0.08031, over 22184.14 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2896, pruned_loss=0.06019, over 2465648.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05521, over 7851.39 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3228, pruned_loss=0.08534, over 2475437.87 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08037, over 23451.13 utterances.], batch size: 145, lr: 2.78e-04
2022-08-29 15:51:46,225 INFO [train.py:927] (3/8) Epoch 14, batch 13900, giga_loss[loss=0.3171, simple_loss=0.3671, pruned_loss=0.1336, over 12404.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1097, over 260.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3227, pruned_loss=0.08515, over 2475012.44 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07999, over 22826.98 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2898, pruned_loss=0.06038, over 2465589.55 frames. utt_duration=1260 frames, utt_pad_proportion=0.05446, over 7836.12 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3245, pruned_loss=0.08612, over 2475867.20 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08045, over 24173.16 utterances.], batch size: 260, lr: 2.78e-04
2022-08-29 15:53:35,406 INFO [train.py:927] (3/8) Epoch 14, batch 13950, libri_loss[loss=0.1903, simple_loss=0.2794, pruned_loss=0.05061, over 12426.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02162, over 43.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3208, pruned_loss=0.0829, over 2475007.08 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07902, over 22386.72 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2902, pruned_loss=0.06088, over 2465621.55 frames. utt_duration=1239 frames, utt_pad_proportion=0.06212, over 7970.92 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3232, pruned_loss=0.08418, over 2476026.40 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07748, over 23956.17 utterances.], batch size: 43, lr: 2.78e-04
2022-08-29 15:55:20,646 INFO [train.py:927] (3/8) Epoch 14, batch 14000, giga_loss[loss=0.2157, simple_loss=0.3054, pruned_loss=0.06297, over 12406.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02908, over 62.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3176, pruned_loss=0.08018, over 2474161.22 frames. utt_duration=459 frames, utt_pad_proportion=0.07669, over 21631.50 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2907, pruned_loss=0.06136, over 2465633.11 frames. utt_duration=1228 frames, utt_pad_proportion=0.0656, over 8038.04 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3197, pruned_loss=0.08126, over 2475191.09 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07475, over 23150.14 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 15:57:07,312 INFO [train.py:927] (3/8) Epoch 14, batch 14050, giga_loss[loss=0.2306, simple_loss=0.3174, pruned_loss=0.07195, over 12313.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03659, over 62.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3161, pruned_loss=0.07915, over 2474220.73 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07682, over 21445.73 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2907, pruned_loss=0.06142, over 2465700.23 frames. utt_duration=1228 frames, utt_pad_proportion=0.06536, over 8040.70 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3181, pruned_loss=0.0801, over 2475052.18 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07538, over 22756.65 utterances.], batch size: 62, lr: 2.78e-04
2022-08-29 15:58:56,561 INFO [train.py:927] (3/8) Epoch 14, batch 14100, giga_loss[loss=0.2261, simple_loss=0.3192, pruned_loss=0.0665, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02978, over 48.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3151, pruned_loss=0.07859, over 2474439.53 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07673, over 21378.06 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.291, pruned_loss=0.06162, over 2465706.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.06887, over 8131.59 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3167, pruned_loss=0.0794, over 2475194.55 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07461, over 22504.50 utterances.], batch size: 48, lr: 2.78e-04
2022-08-29 16:00:45,743 INFO [train.py:927] (3/8) Epoch 14, batch 14150, giga_loss[loss=0.2331, simple_loss=0.3241, pruned_loss=0.07107, over 12422.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04961, over 161.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3156, pruned_loss=0.07672, over 2474215.57 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07315, over 20645.12 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2912, pruned_loss=0.06189, over 2465511.85 frames. utt_duration=1209 frames, utt_pad_proportion=0.07136, over 8169.13 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3173, pruned_loss=0.07754, over 2475231.45 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07081, over 21864.99 utterances.], batch size: 161, lr: 2.77e-04
2022-08-29 16:02:28,421 INFO [train.py:927] (3/8) Epoch 14, batch 14200, giga_loss[loss=0.2071, simple_loss=0.2981, pruned_loss=0.05805, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3161, pruned_loss=0.07681, over 2474331.07 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07105, over 20277.49 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2912, pruned_loss=0.062, over 2465553.76 frames. utt_duration=1214 frames, utt_pad_proportion=0.07014, over 8135.33 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3181, pruned_loss=0.07769, over 2475295.21 frames. utt_duration=461 frames, utt_pad_proportion=0.06968, over 21546.67 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 16:04:12,704 INFO [train.py:927] (3/8) Epoch 14, batch 14250, giga_loss[loss=0.2221, simple_loss=0.2997, pruned_loss=0.07226, over 12450.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.314, pruned_loss=0.07619, over 2474102.33 frames. utt_duration=500 frames, utt_pad_proportion=0.07366, over 19851.16 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2911, pruned_loss=0.06195, over 2465294.22 frames. utt_duration=1218 frames, utt_pad_proportion=0.0691, over 8104.85 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3161, pruned_loss=0.07719, over 2475249.05 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07278, over 21097.45 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 16:05:59,472 INFO [train.py:927] (3/8) Epoch 14, batch 14300, giga_loss[loss=0.2281, simple_loss=0.3287, pruned_loss=0.06377, over 12361.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03251, over 62.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3118, pruned_loss=0.07538, over 2473861.74 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07887, over 20018.39 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2916, pruned_loss=0.06231, over 2465450.81 frames. utt_duration=1206 frames, utt_pad_proportion=0.07269, over 8187.66 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3134, pruned_loss=0.07609, over 2474775.73 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07663, over 21133.29 utterances.], batch size: 62, lr: 2.77e-04
2022-08-29 16:07:46,761 INFO [train.py:927] (3/8) Epoch 14, batch 14350, giga_loss[loss=0.2798, simple_loss=0.3343, pruned_loss=0.1127, over 12352.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.312, pruned_loss=0.07439, over 2474254.74 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07876, over 20649.22 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2918, pruned_loss=0.06244, over 2465542.70 frames. utt_duration=1208 frames, utt_pad_proportion=0.07183, over 8170.93 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3133, pruned_loss=0.075, over 2475013.72 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07734, over 21705.08 utterances.], batch size: 369, lr: 2.77e-04
2022-08-29 16:09:32,899 INFO [train.py:927] (3/8) Epoch 14, batch 14400, giga_loss[loss=0.1863, simple_loss=0.2713, pruned_loss=0.05063, over 12380.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02748, over 66.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3107, pruned_loss=0.07348, over 2474457.39 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07626, over 20452.85 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2921, pruned_loss=0.06255, over 2465499.27 frames. utt_duration=1201 frames, utt_pad_proportion=0.07474, over 8221.27 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3118, pruned_loss=0.07407, over 2475263.50 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07429, over 21471.49 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 16:11:14,344 INFO [train.py:927] (3/8) Epoch 14, batch 14450, giga_loss[loss=0.2026, simple_loss=0.2902, pruned_loss=0.05752, over 12338.00 frames. utt_duration=852.5 frames, utt_pad_proportion=0.03341, over 58.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3092, pruned_loss=0.07313, over 2474489.89 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07074, over 20126.37 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2925, pruned_loss=0.06268, over 2465308.21 frames. utt_duration=1203 frames, utt_pad_proportion=0.07391, over 8204.02 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.31, pruned_loss=0.07362, over 2475440.76 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06967, over 21106.33 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 16:12:58,355 INFO [train.py:927] (3/8) Epoch 14, batch 14500, giga_loss[loss=0.2606, simple_loss=0.3364, pruned_loss=0.09242, over 12437.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04123, over 146.00 utterances.], tot_loss[loss=0.227, simple_loss=0.308, pruned_loss=0.07302, over 2475046.73 frames. utt_duration=494.6 frames, utt_pad_proportion=0.0712, over 20074.09 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2925, pruned_loss=0.06277, over 2465771.65 frames. utt_duration=1207 frames, utt_pad_proportion=0.07227, over 8179.21 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.309, pruned_loss=0.07362, over 2475640.83 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07082, over 21200.61 utterances.], batch size: 146, lr: 2.77e-04
2022-08-29 16:14:43,154 INFO [train.py:927] (3/8) Epoch 14, batch 14550, giga_loss[loss=0.2544, simple_loss=0.3365, pruned_loss=0.0861, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02911, over 91.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3066, pruned_loss=0.073, over 2475063.77 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06819, over 19787.32 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2923, pruned_loss=0.0628, over 2465739.70 frames. utt_duration=1209 frames, utt_pad_proportion=0.07165, over 8165.55 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.07359, over 2475694.53 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06821, over 20854.08 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 16:16:26,821 INFO [train.py:927] (3/8) Epoch 14, batch 14600, giga_loss[loss=0.2126, simple_loss=0.3019, pruned_loss=0.06159, over 12366.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02854, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3073, pruned_loss=0.0733, over 2474558.43 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07381, over 20120.04 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2929, pruned_loss=0.06332, over 2466290.35 frames. utt_duration=1191 frames, utt_pad_proportion=0.07781, over 8294.84 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3083, pruned_loss=0.07364, over 2474855.74 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07142, over 21229.76 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 16:18:10,353 INFO [train.py:927] (3/8) Epoch 14, batch 14650, giga_loss[loss=0.2234, simple_loss=0.3116, pruned_loss=0.06759, over 12400.00 frames. utt_duration=974 frames, utt_pad_proportion=0.02893, over 51.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07284, over 2474323.46 frames. utt_duration=491.4 frames, utt_pad_proportion=0.0769, over 20201.52 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2925, pruned_loss=0.06324, over 2466467.99 frames. utt_duration=1196 frames, utt_pad_proportion=0.07671, over 8261.27 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3084, pruned_loss=0.07336, over 2474543.74 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07524, over 21331.79 utterances.], batch size: 51, lr: 2.77e-04
2022-08-29 16:19:59,319 INFO [train.py:927] (3/8) Epoch 14, batch 14700, giga_loss[loss=0.2098, simple_loss=0.2933, pruned_loss=0.06313, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03396, over 86.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07442, over 2474434.99 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07308, over 20290.73 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2923, pruned_loss=0.06315, over 2466276.94 frames. utt_duration=1203 frames, utt_pad_proportion=0.07541, over 8210.34 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3103, pruned_loss=0.07515, over 2474965.84 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07239, over 21515.14 utterances.], batch size: 86, lr: 2.77e-04
2022-08-29 16:21:44,115 INFO [train.py:927] (3/8) Epoch 14, batch 14750, giga_loss[loss=0.2346, simple_loss=0.3146, pruned_loss=0.07727, over 12425.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3097, pruned_loss=0.07627, over 2474943.52 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07429, over 20912.03 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2924, pruned_loss=0.06335, over 2466362.44 frames. utt_duration=1198 frames, utt_pad_proportion=0.07722, over 8247.62 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3113, pruned_loss=0.07701, over 2475494.20 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07315, over 22185.87 utterances.], batch size: 146, lr: 2.77e-04
2022-08-29 16:23:29,293 INFO [train.py:927] (3/8) Epoch 14, batch 14800, giga_loss[loss=0.2409, simple_loss=0.3085, pruned_loss=0.08659, over 12430.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04751, over 34.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07775, over 2475487.09 frames. utt_duration=457 frames, utt_pad_proportion=0.07771, over 21734.22 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2918, pruned_loss=0.06322, over 2466669.10 frames. utt_duration=1204 frames, utt_pad_proportion=0.07555, over 8202.57 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3134, pruned_loss=0.07883, over 2475882.57 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07717, over 23149.09 utterances.], batch size: 34, lr: 2.77e-04
2022-08-29 16:25:13,620 INFO [train.py:927] (3/8) Epoch 14, batch 14850, giga_loss[loss=0.2409, simple_loss=0.3159, pruned_loss=0.08293, over 12374.00 frames. utt_duration=191.1 frames, utt_pad_proportion=0.1152, over 261.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.31, pruned_loss=0.07547, over 2475458.42 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07547, over 20790.72 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2926, pruned_loss=0.0636, over 2466705.41 frames. utt_duration=1188 frames, utt_pad_proportion=0.08135, over 8315.08 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07635, over 2475997.23 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07317, over 22175.35 utterances.], batch size: 261, lr: 2.77e-04
2022-08-29 16:27:01,229 INFO [train.py:927] (3/8) Epoch 14, batch 14900, giga_loss[loss=0.2717, simple_loss=0.3249, pruned_loss=0.1093, over 12342.00 frames. utt_duration=134.2 frames, utt_pad_proportion=0.2108, over 372.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07452, over 2474479.83 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07737, over 20973.25 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2927, pruned_loss=0.0635, over 2466423.31 frames. utt_duration=1191 frames, utt_pad_proportion=0.08092, over 8290.98 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3096, pruned_loss=0.0754, over 2475215.80 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07559, over 22191.64 utterances.], batch size: 372, lr: 2.77e-04
2022-08-29 16:28:44,994 INFO [train.py:927] (3/8) Epoch 14, batch 14950, giga_loss[loss=0.2061, simple_loss=0.2943, pruned_loss=0.05896, over 12348.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03312, over 51.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3081, pruned_loss=0.07459, over 2474966.27 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07763, over 20619.07 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2935, pruned_loss=0.06392, over 2466611.10 frames. utt_duration=1183 frames, utt_pad_proportion=0.08415, over 8349.90 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3088, pruned_loss=0.07511, over 2475522.28 frames. utt_duration=456.8 frames, utt_pad_proportion=0.0751, over 21748.64 utterances.], batch size: 51, lr: 2.77e-04
2022-08-29 16:30:34,889 INFO [train.py:927] (3/8) Epoch 14, batch 15000, giga_loss[loss=0.2155, simple_loss=0.3174, pruned_loss=0.05682, over 12334.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02995, over 66.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3112, pruned_loss=0.07452, over 2474759.83 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07579, over 20353.16 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2937, pruned_loss=0.06408, over 2466783.99 frames. utt_duration=1184 frames, utt_pad_proportion=0.08318, over 8344.02 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3118, pruned_loss=0.07499, over 2475200.34 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07414, over 21472.42 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 16:30:34,890 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 16:30:48,726 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1724, simple_loss=0.2828, pruned_loss=0.03097, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 16:32:29,576 INFO [train.py:927] (3/8) Epoch 14, batch 15050, giga_loss[loss=0.216, simple_loss=0.3061, pruned_loss=0.06293, over 12360.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03115, over 85.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3128, pruned_loss=0.07477, over 2474978.88 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07848, over 20932.38 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2936, pruned_loss=0.06408, over 2466702.75 frames. utt_duration=1184 frames, utt_pad_proportion=0.08285, over 8342.52 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3135, pruned_loss=0.07523, over 2475465.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07717, over 21916.91 utterances.], batch size: 85, lr: 2.77e-04
2022-08-29 16:34:15,472 INFO [train.py:927] (3/8) Epoch 14, batch 15100, libri_loss[loss=0.2381, simple_loss=0.3167, pruned_loss=0.07981, over 12380.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03902, over 46.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3123, pruned_loss=0.07559, over 2474859.29 frames. utt_duration=480.6 frames, utt_pad_proportion=0.08314, over 20661.29 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2935, pruned_loss=0.06404, over 2466755.66 frames. utt_duration=1187 frames, utt_pad_proportion=0.08206, over 8324.55 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3133, pruned_loss=0.07612, over 2475302.23 frames. utt_duration=459.4 frames, utt_pad_proportion=0.08218, over 21618.64 utterances.], batch size: 46, lr: 2.77e-04
2022-08-29 16:35:57,361 INFO [train.py:927] (3/8) Epoch 14, batch 15150, giga_loss[loss=0.1694, simple_loss=0.2526, pruned_loss=0.04307, over 12422.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03734, over 26.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3113, pruned_loss=0.07598, over 2474946.07 frames. utt_duration=478.5 frames, utt_pad_proportion=0.08281, over 20753.53 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2934, pruned_loss=0.0641, over 2466975.49 frames. utt_duration=1192 frames, utt_pad_proportion=0.07971, over 8287.94 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3128, pruned_loss=0.07679, over 2475383.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.08289, over 22011.98 utterances.], batch size: 26, lr: 2.77e-04
2022-08-29 16:37:37,466 INFO [train.py:927] (3/8) Epoch 14, batch 15200, giga_loss[loss=0.2248, simple_loss=0.3031, pruned_loss=0.07325, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.0304, over 58.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3089, pruned_loss=0.0753, over 2475238.15 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07863, over 19555.63 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06405, over 2467326.53 frames. utt_duration=1191 frames, utt_pad_proportion=0.07925, over 8296.77 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3106, pruned_loss=0.07624, over 2475451.25 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0791, over 20806.09 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 16:39:18,093 INFO [train.py:927] (3/8) Epoch 14, batch 15250, giga_loss[loss=0.1952, simple_loss=0.2729, pruned_loss=0.0588, over 12132.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04283, over 33.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3094, pruned_loss=0.07641, over 2475330.69 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07903, over 20018.78 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2932, pruned_loss=0.06402, over 2467305.96 frames. utt_duration=1193 frames, utt_pad_proportion=0.07866, over 8286.34 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.311, pruned_loss=0.07734, over 2475623.64 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07958, over 21170.54 utterances.], batch size: 33, lr: 2.77e-04
2022-08-29 16:41:00,328 INFO [train.py:927] (3/8) Epoch 14, batch 15300, giga_loss[loss=0.1986, simple_loss=0.288, pruned_loss=0.05462, over 12341.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.03026, over 70.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3085, pruned_loss=0.07633, over 2475067.37 frames. utt_duration=489.2 frames, utt_pad_proportion=0.08102, over 20299.42 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2933, pruned_loss=0.06422, over 2467826.52 frames. utt_duration=1197 frames, utt_pad_proportion=0.07662, over 8255.00 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3102, pruned_loss=0.07731, over 2475064.76 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08208, over 21641.17 utterances.], batch size: 70, lr: 2.77e-04
2022-08-29 16:42:38,825 INFO [train.py:927] (3/8) Epoch 14, batch 15350, giga_loss[loss=0.213, simple_loss=0.3042, pruned_loss=0.06097, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3108, pruned_loss=0.07718, over 2475434.20 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07959, over 20573.06 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2933, pruned_loss=0.0643, over 2467898.60 frames. utt_duration=1199 frames, utt_pad_proportion=0.07604, over 8241.47 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3123, pruned_loss=0.07798, over 2475432.83 frames. utt_duration=457 frames, utt_pad_proportion=0.08068, over 21734.96 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 16:44:22,888 INFO [train.py:927] (3/8) Epoch 14, batch 15400, giga_loss[loss=0.228, simple_loss=0.3249, pruned_loss=0.0656, over 12338.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02958, over 66.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3108, pruned_loss=0.07701, over 2475138.64 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07735, over 20010.72 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2936, pruned_loss=0.06438, over 2467645.09 frames. utt_duration=1205 frames, utt_pad_proportion=0.07441, over 8198.73 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3122, pruned_loss=0.07794, over 2475579.44 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07902, over 21311.17 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 16:46:04,639 INFO [train.py:927] (3/8) Epoch 14, batch 15450, giga_loss[loss=0.2677, simple_loss=0.348, pruned_loss=0.09373, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03744, over 113.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3125, pruned_loss=0.07518, over 2475265.41 frames. utt_duration=502.6 frames, utt_pad_proportion=0.07524, over 19756.22 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2937, pruned_loss=0.06438, over 2467598.11 frames. utt_duration=1207 frames, utt_pad_proportion=0.07384, over 8184.78 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3136, pruned_loss=0.07601, over 2475707.69 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07688, over 20885.37 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 16:47:46,711 INFO [train.py:927] (3/8) Epoch 14, batch 15500, giga_loss[loss=0.2622, simple_loss=0.3385, pruned_loss=0.09301, over 12380.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04547, over 146.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.314, pruned_loss=0.07589, over 2475112.60 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0718, over 19408.14 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2933, pruned_loss=0.06419, over 2467364.43 frames. utt_duration=1211 frames, utt_pad_proportion=0.07271, over 8158.84 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3158, pruned_loss=0.07706, over 2475909.04 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07374, over 20688.67 utterances.], batch size: 146, lr: 2.77e-04
2022-08-29 16:49:25,905 INFO [train.py:927] (3/8) Epoch 14, batch 15550, giga_loss[loss=0.2527, simple_loss=0.3229, pruned_loss=0.09122, over 12352.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04197, over 113.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.315, pruned_loss=0.07744, over 2474291.60 frames. utt_duration=510.5 frames, utt_pad_proportion=0.07065, over 19442.02 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2932, pruned_loss=0.06421, over 2467157.54 frames. utt_duration=1214 frames, utt_pad_proportion=0.07179, over 8141.89 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3171, pruned_loss=0.0787, over 2475342.24 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07258, over 20789.79 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 16:51:06,196 INFO [train.py:927] (3/8) Epoch 14, batch 15600, giga_loss[loss=0.2409, simple_loss=0.3201, pruned_loss=0.08082, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3143, pruned_loss=0.07734, over 2474086.42 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07934, over 20778.76 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2929, pruned_loss=0.06406, over 2466887.32 frames. utt_duration=1215 frames, utt_pad_proportion=0.07045, over 8130.65 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3169, pruned_loss=0.07881, over 2475327.49 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08073, over 22167.32 utterances.], batch size: 133, lr: 2.77e-04
2022-08-29 16:52:48,906 INFO [train.py:927] (3/8) Epoch 14, batch 15650, giga_loss[loss=0.2226, simple_loss=0.307, pruned_loss=0.06909, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03345, over 97.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3142, pruned_loss=0.07566, over 2473691.47 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07681, over 19846.15 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2929, pruned_loss=0.06418, over 2466878.09 frames. utt_duration=1208 frames, utt_pad_proportion=0.07349, over 8179.41 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3168, pruned_loss=0.07711, over 2474919.89 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07709, over 21303.62 utterances.], batch size: 97, lr: 2.77e-04
2022-08-29 16:54:34,404 INFO [train.py:927] (3/8) Epoch 14, batch 15700, giga_loss[loss=0.2425, simple_loss=0.3228, pruned_loss=0.08112, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02833, over 48.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3157, pruned_loss=0.0771, over 2474182.92 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07833, over 20308.01 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.293, pruned_loss=0.06429, over 2466880.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.07217, over 8142.22 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3182, pruned_loss=0.07842, over 2475298.98 frames. utt_duration=456.4 frames, utt_pad_proportion=0.0789, over 21766.76 utterances.], batch size: 48, lr: 2.77e-04
2022-08-29 16:56:16,178 INFO [train.py:927] (3/8) Epoch 14, batch 15750, giga_loss[loss=0.2359, simple_loss=0.3141, pruned_loss=0.07888, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02795, over 91.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3137, pruned_loss=0.07664, over 2474284.64 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07647, over 20228.38 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2926, pruned_loss=0.06425, over 2466629.29 frames. utt_duration=1221 frames, utt_pad_proportion=0.07028, over 8093.88 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3167, pruned_loss=0.07812, over 2475599.05 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07773, over 21818.87 utterances.], batch size: 91, lr: 2.77e-04
2022-08-29 16:57:59,863 INFO [train.py:927] (3/8) Epoch 14, batch 15800, giga_loss[loss=0.2107, simple_loss=0.2854, pruned_loss=0.06805, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3114, pruned_loss=0.07614, over 2474461.68 frames. utt_duration=483.4 frames, utt_pad_proportion=0.0813, over 20540.23 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2921, pruned_loss=0.06421, over 2466979.54 frames. utt_duration=1229 frames, utt_pad_proportion=0.06785, over 8036.33 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3152, pruned_loss=0.07794, over 2475565.28 frames. utt_duration=443 frames, utt_pad_proportion=0.08286, over 22427.97 utterances.], batch size: 45, lr: 2.77e-04
2022-08-29 16:59:40,662 INFO [train.py:927] (3/8) Epoch 14, batch 15850, giga_loss[loss=0.2509, simple_loss=0.3356, pruned_loss=0.08313, over 12425.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03955, over 123.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3114, pruned_loss=0.07667, over 2474934.89 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07655, over 20280.43 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2923, pruned_loss=0.06427, over 2467053.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06762, over 8037.33 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3146, pruned_loss=0.07826, over 2475885.24 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07832, over 21988.29 utterances.], batch size: 123, lr: 2.77e-04
2022-08-29 17:01:25,535 INFO [train.py:927] (3/8) Epoch 14, batch 15900, giga_loss[loss=0.226, simple_loss=0.3061, pruned_loss=0.07292, over 12416.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07471, over 2474784.69 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07933, over 21058.91 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2921, pruned_loss=0.06413, over 2467003.84 frames. utt_duration=1237 frames, utt_pad_proportion=0.06594, over 7987.71 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3123, pruned_loss=0.07649, over 2475851.13 frames. utt_duration=434.4 frames, utt_pad_proportion=0.08114, over 22873.31 utterances.], batch size: 183, lr: 2.77e-04
2022-08-29 17:03:10,007 INFO [train.py:927] (3/8) Epoch 14, batch 15950, giga_loss[loss=0.2108, simple_loss=0.2978, pruned_loss=0.06185, over 12416.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03192, over 80.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.07414, over 2474854.83 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07751, over 21101.97 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2922, pruned_loss=0.06447, over 2466773.54 frames. utt_duration=1231 frames, utt_pad_proportion=0.0681, over 8023.20 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3113, pruned_loss=0.07561, over 2476212.59 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07847, over 23019.33 utterances.], batch size: 80, lr: 2.77e-04
2022-08-29 17:04:59,287 INFO [train.py:927] (3/8) Epoch 14, batch 16000, giga_loss[loss=0.2677, simple_loss=0.3377, pruned_loss=0.09884, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0462, over 161.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3053, pruned_loss=0.07343, over 2474277.80 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07861, over 21497.27 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2923, pruned_loss=0.06455, over 2466423.47 frames. utt_duration=1233 frames, utt_pad_proportion=0.06711, over 8009.94 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3081, pruned_loss=0.07469, over 2475770.86 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07962, over 23250.70 utterances.], batch size: 161, lr: 2.77e-04
2022-08-29 17:06:43,541 INFO [train.py:927] (3/8) Epoch 14, batch 16050, giga_loss[loss=0.2138, simple_loss=0.2978, pruned_loss=0.06492, over 12375.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02648, over 66.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3064, pruned_loss=0.07312, over 2474941.47 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07256, over 20825.47 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2921, pruned_loss=0.06449, over 2466554.35 frames. utt_duration=1235 frames, utt_pad_proportion=0.06691, over 7998.89 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3087, pruned_loss=0.07419, over 2476033.12 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07385, over 22262.42 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 17:08:26,659 INFO [train.py:927] (3/8) Epoch 14, batch 16100, giga_loss[loss=0.202, simple_loss=0.2974, pruned_loss=0.05334, over 12347.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03051, over 62.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3066, pruned_loss=0.07334, over 2474416.84 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06953, over 19925.48 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2919, pruned_loss=0.06465, over 2466668.10 frames. utt_duration=1241 frames, utt_pad_proportion=0.06538, over 7957.34 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3091, pruned_loss=0.07435, over 2475457.16 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07136, over 21525.69 utterances.], batch size: 62, lr: 2.77e-04
2022-08-29 17:10:14,555 INFO [train.py:927] (3/8) Epoch 14, batch 16150, giga_loss[loss=0.2409, simple_loss=0.3231, pruned_loss=0.07936, over 12377.00 frames. utt_duration=661.4 frames, utt_pad_proportion=0.03592, over 75.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3083, pruned_loss=0.07481, over 2474286.95 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07218, over 20140.13 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.292, pruned_loss=0.06471, over 2466810.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.06511, over 7954.55 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3103, pruned_loss=0.07559, over 2475006.30 frames. utt_duration=463 frames, utt_pad_proportion=0.07356, over 21451.58 utterances.], batch size: 75, lr: 2.77e-04
2022-08-29 17:11:57,139 INFO [train.py:927] (3/8) Epoch 14, batch 16200, giga_loss[loss=0.223, simple_loss=0.308, pruned_loss=0.06897, over 12317.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3095, pruned_loss=0.07555, over 2474904.90 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07128, over 20126.71 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2918, pruned_loss=0.06475, over 2466677.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06451, over 7954.48 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07641, over 2475801.85 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07268, over 21483.97 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 17:13:43,996 INFO [train.py:927] (3/8) Epoch 14, batch 16250, giga_loss[loss=0.2627, simple_loss=0.3528, pruned_loss=0.08633, over 12403.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05119, over 161.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3113, pruned_loss=0.07723, over 2475052.57 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07714, over 20987.59 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2919, pruned_loss=0.06483, over 2466556.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.06478, over 7977.87 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3134, pruned_loss=0.07809, over 2476047.54 frames. utt_duration=445.3 frames, utt_pad_proportion=0.0779, over 22314.97 utterances.], batch size: 161, lr: 2.77e-04
2022-08-29 17:15:30,702 INFO [train.py:927] (3/8) Epoch 14, batch 16300, giga_loss[loss=0.2807, simple_loss=0.3415, pruned_loss=0.11, over 12392.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1076, over 259.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3116, pruned_loss=0.07679, over 2475277.83 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08213, over 22044.01 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2913, pruned_loss=0.0646, over 2466545.36 frames. utt_duration=1243 frames, utt_pad_proportion=0.06343, over 7945.91 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3144, pruned_loss=0.07806, over 2476363.62 frames. utt_duration=421.7 frames, utt_pad_proportion=0.08303, over 23571.29 utterances.], batch size: 259, lr: 2.77e-04
2022-08-29 17:17:16,492 INFO [train.py:927] (3/8) Epoch 14, batch 16350, giga_loss[loss=0.224, simple_loss=0.3015, pruned_loss=0.07323, over 12374.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04902, over 31.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3104, pruned_loss=0.07654, over 2474989.43 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07889, over 21809.59 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2912, pruned_loss=0.06459, over 2466638.19 frames. utt_duration=1246 frames, utt_pad_proportion=0.06306, over 7930.47 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3129, pruned_loss=0.07766, over 2475847.80 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07993, over 23150.13 utterances.], batch size: 31, lr: 2.77e-04
2022-08-29 17:19:02,307 INFO [train.py:927] (3/8) Epoch 14, batch 16400, giga_loss[loss=0.2141, simple_loss=0.2888, pruned_loss=0.06974, over 12391.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3087, pruned_loss=0.07609, over 2475074.83 frames. utt_duration=455 frames, utt_pad_proportion=0.08098, over 21826.28 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2907, pruned_loss=0.06437, over 2466615.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.06151, over 7874.67 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3118, pruned_loss=0.07759, over 2476044.24 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08234, over 23409.89 utterances.], batch size: 97, lr: 2.77e-04
2022-08-29 17:20:46,939 INFO [train.py:927] (3/8) Epoch 14, batch 16450, giga_loss[loss=0.1931, simple_loss=0.2872, pruned_loss=0.04953, over 12402.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02591, over 66.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3093, pruned_loss=0.07702, over 2475291.53 frames. utt_duration=454 frames, utt_pad_proportion=0.0821, over 21876.62 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2908, pruned_loss=0.06448, over 2466844.39 frames. utt_duration=1254 frames, utt_pad_proportion=0.06057, over 7880.53 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3121, pruned_loss=0.07845, over 2476080.25 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08359, over 23511.32 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 17:22:32,395 INFO [train.py:927] (3/8) Epoch 14, batch 16500, giga_loss[loss=0.2275, simple_loss=0.3109, pruned_loss=0.07204, over 12377.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03048, over 58.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3103, pruned_loss=0.07769, over 2475567.17 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0812, over 21875.10 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2911, pruned_loss=0.06457, over 2467068.36 frames. utt_duration=1252 frames, utt_pad_proportion=0.0602, over 7890.69 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3125, pruned_loss=0.07885, over 2476058.72 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08264, over 23280.01 utterances.], batch size: 58, lr: 2.77e-04
2022-08-29 17:24:14,930 INFO [train.py:927] (3/8) Epoch 14, batch 16550, giga_loss[loss=0.2256, simple_loss=0.3042, pruned_loss=0.07357, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03845, over 113.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3091, pruned_loss=0.0771, over 2474150.73 frames. utt_duration=468.1 frames, utt_pad_proportion=0.08071, over 21208.01 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2904, pruned_loss=0.06438, over 2466499.86 frames. utt_duration=1263 frames, utt_pad_proportion=0.05873, over 7821.88 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3122, pruned_loss=0.07871, over 2475381.20 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08259, over 22951.70 utterances.], batch size: 113, lr: 2.77e-04
2022-08-29 17:26:00,003 INFO [train.py:927] (3/8) Epoch 14, batch 16600, giga_loss[loss=0.2292, simple_loss=0.3129, pruned_loss=0.07271, over 12409.00 frames. utt_duration=904 frames, utt_pad_proportion=0.03421, over 55.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3097, pruned_loss=0.07786, over 2474115.74 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08763, over 21592.05 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2909, pruned_loss=0.06468, over 2466656.25 frames. utt_duration=1240 frames, utt_pad_proportion=0.0654, over 7965.71 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3125, pruned_loss=0.07937, over 2475268.37 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08707, over 23368.15 utterances.], batch size: 55, lr: 2.77e-04
2022-08-29 17:27:42,880 INFO [train.py:927] (3/8) Epoch 14, batch 16650, giga_loss[loss=0.2323, simple_loss=0.3103, pruned_loss=0.07714, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03115, over 39.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3104, pruned_loss=0.07817, over 2474472.72 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08446, over 21914.00 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06442, over 2466810.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.06462, over 7929.68 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3135, pruned_loss=0.07988, over 2475389.74 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08458, over 23632.80 utterances.], batch size: 39, lr: 2.77e-04
2022-08-29 17:29:28,824 INFO [train.py:927] (3/8) Epoch 14, batch 16700, giga_loss[loss=0.196, simple_loss=0.2841, pruned_loss=0.0539, over 12358.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02637, over 66.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3115, pruned_loss=0.07876, over 2473243.56 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08397, over 21758.59 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.06425, over 2466570.14 frames. utt_duration=1248 frames, utt_pad_proportion=0.06405, over 7916.69 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3148, pruned_loss=0.08065, over 2474386.23 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08444, over 23521.38 utterances.], batch size: 66, lr: 2.77e-04
2022-08-29 17:31:14,434 INFO [train.py:927] (3/8) Epoch 14, batch 16750, giga_loss[loss=0.3136, simple_loss=0.3527, pruned_loss=0.1372, over 12379.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07046, over 211.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3135, pruned_loss=0.08038, over 2473397.45 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08117, over 21784.21 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.06418, over 2466464.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.06259, over 7890.35 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3167, pruned_loss=0.08234, over 2474556.93 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08232, over 23579.27 utterances.], batch size: 211, lr: 2.76e-04
2022-08-29 17:33:00,951 INFO [train.py:927] (3/8) Epoch 14, batch 16800, libri_loss[loss=0.2051, simple_loss=0.2877, pruned_loss=0.06126, over 12459.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009236, over 39.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.08001, over 2473685.56 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07951, over 21385.95 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.06419, over 2466408.53 frames. utt_duration=1255 frames, utt_pad_proportion=0.06114, over 7869.05 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3173, pruned_loss=0.08202, over 2474816.32 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08121, over 23227.83 utterances.], batch size: 39, lr: 2.76e-04
2022-08-29 17:34:44,972 INFO [train.py:927] (3/8) Epoch 14, batch 16850, giga_loss[loss=0.2266, simple_loss=0.3025, pruned_loss=0.07537, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03678, over 37.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3127, pruned_loss=0.07926, over 2473454.64 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07562, over 20105.55 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.29, pruned_loss=0.06441, over 2466192.93 frames. utt_duration=1241 frames, utt_pad_proportion=0.06536, over 7959.48 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3159, pruned_loss=0.08105, over 2474779.91 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07614, over 21843.07 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 17:36:26,682 INFO [train.py:927] (3/8) Epoch 14, batch 16900, giga_loss[loss=0.2215, simple_loss=0.3048, pruned_loss=0.06911, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03514, over 105.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.314, pruned_loss=0.07961, over 2474615.27 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07174, over 20101.23 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2905, pruned_loss=0.06476, over 2466706.60 frames. utt_duration=1243 frames, utt_pad_proportion=0.06405, over 7949.96 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3168, pruned_loss=0.08114, over 2475408.80 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07295, over 21837.34 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 17:38:14,141 INFO [train.py:927] (3/8) Epoch 14, batch 16950, giga_loss[loss=0.2162, simple_loss=0.2948, pruned_loss=0.06885, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02943, over 48.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.08035, over 2474377.49 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07414, over 20547.70 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2905, pruned_loss=0.06478, over 2466635.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06407, over 7961.21 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3167, pruned_loss=0.08158, over 2475087.72 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07495, over 21946.38 utterances.], batch size: 48, lr: 2.76e-04
2022-08-29 17:39:56,826 INFO [train.py:927] (3/8) Epoch 14, batch 17000, giga_loss[loss=0.2734, simple_loss=0.3431, pruned_loss=0.1018, over 12453.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3148, pruned_loss=0.08057, over 2474556.41 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07554, over 20505.67 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2904, pruned_loss=0.06476, over 2466478.29 frames. utt_duration=1246 frames, utt_pad_proportion=0.06238, over 7927.16 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3174, pruned_loss=0.08206, over 2475489.88 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07675, over 22050.21 utterances.], batch size: 86, lr: 2.76e-04
2022-08-29 17:41:40,609 INFO [train.py:927] (3/8) Epoch 14, batch 17050, libri_loss[loss=0.234, simple_loss=0.3189, pruned_loss=0.07456, over 12270.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.06602, over 51.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.0804, over 2474545.55 frames. utt_duration=480 frames, utt_pad_proportion=0.07508, over 20686.67 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2904, pruned_loss=0.0647, over 2466317.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.06149, over 7916.22 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3178, pruned_loss=0.08199, over 2475606.05 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07641, over 22203.02 utterances.], batch size: 51, lr: 2.76e-04
2022-08-29 17:43:24,443 INFO [train.py:927] (3/8) Epoch 14, batch 17100, giga_loss[loss=0.2307, simple_loss=0.3113, pruned_loss=0.07502, over 12400.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07924, over 2474816.00 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07726, over 20492.06 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2908, pruned_loss=0.06496, over 2466441.89 frames. utt_duration=1237 frames, utt_pad_proportion=0.065, over 7985.10 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3165, pruned_loss=0.08062, over 2475735.13 frames. utt_duration=453 frames, utt_pad_proportion=0.0772, over 21934.15 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 17:45:09,756 INFO [train.py:927] (3/8) Epoch 14, batch 17150, libri_loss[loss=0.2052, simple_loss=0.2904, pruned_loss=0.06004, over 12237.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006024, over 34.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.3133, pruned_loss=0.07816, over 2474229.89 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07551, over 20326.60 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.291, pruned_loss=0.06509, over 2466143.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.0633, over 7961.04 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07958, over 2475496.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07631, over 21911.91 utterances.], batch size: 34, lr: 2.76e-04
2022-08-29 17:46:56,663 INFO [train.py:927] (3/8) Epoch 14, batch 17200, giga_loss[loss=0.2224, simple_loss=0.3055, pruned_loss=0.06961, over 12352.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03345, over 62.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3116, pruned_loss=0.07738, over 2474393.92 frames. utt_duration=500 frames, utt_pad_proportion=0.07415, over 19854.98 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2916, pruned_loss=0.06544, over 2466469.67 frames. utt_duration=1225 frames, utt_pad_proportion=0.06693, over 8062.20 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07868, over 2475406.22 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07389, over 21473.26 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 17:48:40,148 INFO [train.py:927] (3/8) Epoch 14, batch 17250, giga_loss[loss=0.2392, simple_loss=0.3193, pruned_loss=0.07955, over 12332.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02791, over 74.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3085, pruned_loss=0.07654, over 2473513.56 frames. utt_duration=498 frames, utt_pad_proportion=0.07466, over 19926.51 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2913, pruned_loss=0.0654, over 2466376.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06554, over 8026.74 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3109, pruned_loss=0.07792, over 2474586.82 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07497, over 21570.42 utterances.], batch size: 74, lr: 2.76e-04
2022-08-29 17:50:24,938 INFO [train.py:927] (3/8) Epoch 14, batch 17300, giga_loss[loss=0.212, simple_loss=0.3011, pruned_loss=0.06146, over 12327.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.02895, over 66.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3081, pruned_loss=0.07675, over 2474359.48 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07158, over 20244.10 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2914, pruned_loss=0.06534, over 2466657.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06501, over 8019.49 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3101, pruned_loss=0.078, over 2475009.93 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07221, over 21657.09 utterances.], batch size: 66, lr: 2.76e-04
2022-08-29 17:52:08,984 INFO [train.py:927] (3/8) Epoch 14, batch 17350, giga_loss[loss=0.2073, simple_loss=0.3016, pruned_loss=0.0565, over 12364.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04322, over 133.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3073, pruned_loss=0.07421, over 2474461.75 frames. utt_duration=469.5 frames, utt_pad_proportion=0.0748, over 21148.18 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2919, pruned_loss=0.06568, over 2466492.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.06834, over 8081.87 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3087, pruned_loss=0.07501, over 2475243.88 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07402, over 22381.47 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 17:53:51,301 INFO [train.py:927] (3/8) Epoch 14, batch 17400, giga_loss[loss=0.1938, simple_loss=0.2927, pruned_loss=0.04751, over 12369.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04645, over 146.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3051, pruned_loss=0.07098, over 2474523.46 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07434, over 21735.49 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2922, pruned_loss=0.06598, over 2466667.06 frames. utt_duration=1216 frames, utt_pad_proportion=0.07015, over 8127.01 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07161, over 2475253.75 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07322, over 23162.96 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 17:55:35,999 INFO [train.py:927] (3/8) Epoch 14, batch 17450, giga_loss[loss=0.1902, simple_loss=0.2952, pruned_loss=0.04264, over 12364.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02865, over 70.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3018, pruned_loss=0.06746, over 2474982.72 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07812, over 23171.24 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2921, pruned_loss=0.06591, over 2466767.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.0699, over 8118.37 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.303, pruned_loss=0.06803, over 2475495.09 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07721, over 24370.44 utterances.], batch size: 70, lr: 2.76e-04
2022-08-29 17:57:21,586 INFO [train.py:927] (3/8) Epoch 14, batch 17500, giga_loss[loss=0.2052, simple_loss=0.2953, pruned_loss=0.05749, over 12355.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02907, over 91.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3021, pruned_loss=0.06602, over 2475113.47 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07313, over 23093.40 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2922, pruned_loss=0.06592, over 2466962.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06888, over 8089.15 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3031, pruned_loss=0.06648, over 2475493.64 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07297, over 24349.75 utterances.], batch size: 91, lr: 2.76e-04
2022-08-29 17:59:05,112 INFO [train.py:927] (3/8) Epoch 14, batch 17550, giga_loss[loss=0.2035, simple_loss=0.2967, pruned_loss=0.05515, over 12338.00 frames. utt_duration=543.9 frames, utt_pad_proportion=0.03054, over 91.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2994, pruned_loss=0.06366, over 2475277.67 frames. utt_duration=431 frames, utt_pad_proportion=0.07121, over 23049.94 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2918, pruned_loss=0.0657, over 2466533.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06737, over 8051.92 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3009, pruned_loss=0.06421, over 2476215.06 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07169, over 24509.63 utterances.], batch size: 91, lr: 2.76e-04
2022-08-29 18:00:50,823 INFO [train.py:927] (3/8) Epoch 14, batch 17600, giga_loss[loss=0.2379, simple_loss=0.3088, pruned_loss=0.08356, over 12385.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09757, over 256.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2987, pruned_loss=0.06298, over 2475307.71 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07158, over 23342.87 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06579, over 2466395.33 frames. utt_duration=1226 frames, utt_pad_proportion=0.06669, over 8055.72 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2997, pruned_loss=0.0633, over 2476387.75 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07217, over 24774.55 utterances.], batch size: 256, lr: 2.76e-04
2022-08-29 18:02:35,230 INFO [train.py:927] (3/8) Epoch 14, batch 17650, giga_loss[loss=0.2023, simple_loss=0.2961, pruned_loss=0.05424, over 12354.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04322, over 133.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2974, pruned_loss=0.06198, over 2475240.03 frames. utt_duration=417.6 frames, utt_pad_proportion=0.0722, over 23792.90 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2923, pruned_loss=0.06598, over 2466366.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.07036, over 8131.99 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2983, pruned_loss=0.06199, over 2476407.39 frames. utt_duration=393.3 frames, utt_pad_proportion=0.0716, over 25279.62 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:04:19,483 INFO [train.py:927] (3/8) Epoch 14, batch 17700, giga_loss[loss=0.2185, simple_loss=0.3122, pruned_loss=0.06234, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2946, pruned_loss=0.06034, over 2475601.48 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07163, over 24311.86 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2926, pruned_loss=0.06598, over 2466952.19 frames. utt_duration=1215 frames, utt_pad_proportion=0.06887, over 8133.10 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2951, pruned_loss=0.0602, over 2476239.69 frames. utt_duration=383.1 frames, utt_pad_proportion=0.07164, over 25956.48 utterances.], batch size: 146, lr: 2.76e-04
2022-08-29 18:06:05,940 INFO [train.py:927] (3/8) Epoch 14, batch 17750, giga_loss[loss=0.2044, simple_loss=0.2878, pruned_loss=0.06049, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02727, over 48.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2925, pruned_loss=0.05988, over 2475683.65 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07525, over 25151.06 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2927, pruned_loss=0.06598, over 2466799.50 frames. utt_duration=1218 frames, utt_pad_proportion=0.06755, over 8113.97 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2929, pruned_loss=0.05962, over 2476528.70 frames. utt_duration=370.4 frames, utt_pad_proportion=0.07542, over 26852.53 utterances.], batch size: 48, lr: 2.76e-04
2022-08-29 18:08:03,474 INFO [train.py:927] (3/8) Epoch 14, batch 17800, giga_loss[loss=0.2039, simple_loss=0.2982, pruned_loss=0.05479, over 12356.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02998, over 70.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.0595, over 2476292.19 frames. utt_duration=398.2 frames, utt_pad_proportion=0.0746, over 24964.89 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2926, pruned_loss=0.06599, over 2466872.16 frames. utt_duration=1221 frames, utt_pad_proportion=0.06653, over 8088.90 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05919, over 2477070.66 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07511, over 26648.65 utterances.], batch size: 70, lr: 2.76e-04
2022-08-29 18:10:02,072 INFO [train.py:927] (3/8) Epoch 14, batch 17850, giga_loss[loss=0.2131, simple_loss=0.3056, pruned_loss=0.06032, over 12430.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.03182, over 122.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05843, over 2475893.12 frames. utt_duration=407.5 frames, utt_pad_proportion=0.07224, over 24389.50 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2925, pruned_loss=0.06582, over 2466562.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06537, over 8069.00 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05817, over 2476991.81 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07318, over 26129.38 utterances.], batch size: 122, lr: 2.76e-04
2022-08-29 18:12:09,626 INFO [train.py:927] (3/8) Epoch 14, batch 17900, giga_loss[loss=0.1925, simple_loss=0.2784, pruned_loss=0.05327, over 12412.00 frames. utt_duration=275.6 frames, utt_pad_proportion=0.05295, over 181.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2912, pruned_loss=0.05707, over 2476430.40 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07188, over 24238.21 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2925, pruned_loss=0.0658, over 2466771.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.06559, over 8092.54 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05667, over 2477375.62 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07264, over 26019.36 utterances.], batch size: 181, lr: 2.76e-04
2022-08-29 18:14:20,891 INFO [train.py:927] (3/8) Epoch 14, batch 17950, giga_loss[loss=0.1798, simple_loss=0.2675, pruned_loss=0.04611, over 12444.00 frames. utt_duration=438 frames, utt_pad_proportion=0.03522, over 114.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2898, pruned_loss=0.05639, over 2476519.76 frames. utt_duration=408 frames, utt_pad_proportion=0.06832, over 24362.26 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2925, pruned_loss=0.0659, over 2466646.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06378, over 8073.41 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2899, pruned_loss=0.05564, over 2477751.89 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06971, over 26412.72 utterances.], batch size: 114, lr: 2.76e-04
2022-08-29 18:16:16,998 INFO [train.py:927] (3/8) Epoch 14, batch 18000, giga_loss[loss=0.184, simple_loss=0.2746, pruned_loss=0.04667, over 12348.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02795, over 48.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2878, pruned_loss=0.05574, over 2476461.54 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06683, over 24207.42 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.2928, pruned_loss=0.06613, over 2466557.35 frames. utt_duration=1212 frames, utt_pad_proportion=0.06725, over 8151.44 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2876, pruned_loss=0.05473, over 2477701.38 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06701, over 26064.05 utterances.], batch size: 48, lr: 2.76e-04
2022-08-29 18:16:16,999 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 18:16:31,577 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1726, simple_loss=0.2831, pruned_loss=0.03102, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 18:18:31,952 INFO [train.py:927] (3/8) Epoch 14, batch 18050, giga_loss[loss=0.196, simple_loss=0.2933, pruned_loss=0.04939, over 12401.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2891, pruned_loss=0.05565, over 2476612.46 frames. utt_duration=397.6 frames, utt_pad_proportion=0.0706, over 24999.02 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2931, pruned_loss=0.0663, over 2466751.40 frames. utt_duration=1212 frames, utt_pad_proportion=0.0665, over 8150.20 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05456, over 2477554.34 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07076, over 26694.84 utterances.], batch size: 161, lr: 2.76e-04
2022-08-29 18:20:43,805 INFO [train.py:927] (3/8) Epoch 14, batch 18100, libri_loss[loss=0.2531, simple_loss=0.3745, pruned_loss=0.0659, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007338, over 37.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2865, pruned_loss=0.05374, over 2476147.35 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06924, over 24346.32 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2935, pruned_loss=0.06621, over 2466810.23 frames. utt_duration=1215 frames, utt_pad_proportion=0.06578, over 8128.08 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2856, pruned_loss=0.0528, over 2476952.15 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06966, over 25930.13 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 18:22:46,398 INFO [train.py:927] (3/8) Epoch 14, batch 18150, giga_loss[loss=0.2129, simple_loss=0.2997, pruned_loss=0.06307, over 12408.00 frames. utt_duration=275.3 frames, utt_pad_proportion=0.05398, over 181.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2903, pruned_loss=0.05498, over 2477594.16 frames. utt_duration=387.7 frames, utt_pad_proportion=0.07174, over 25641.13 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2939, pruned_loss=0.06622, over 2467304.01 frames. utt_duration=1210 frames, utt_pad_proportion=0.06629, over 8168.20 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2891, pruned_loss=0.05401, over 2477979.57 frames. utt_duration=366.3 frames, utt_pad_proportion=0.0718, over 27148.54 utterances.], batch size: 181, lr: 2.76e-04
2022-08-29 18:24:49,151 INFO [train.py:927] (3/8) Epoch 14, batch 18200, giga_loss[loss=0.1976, simple_loss=0.3002, pruned_loss=0.04748, over 12386.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2916, pruned_loss=0.05438, over 2477821.90 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07195, over 25437.52 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2936, pruned_loss=0.06611, over 2467669.56 frames. utt_duration=1204 frames, utt_pad_proportion=0.06967, over 8209.42 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2909, pruned_loss=0.05339, over 2478088.82 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07117, over 27076.54 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:26:56,082 INFO [train.py:927] (3/8) Epoch 14, batch 18250, giga_loss[loss=0.2225, simple_loss=0.3039, pruned_loss=0.07051, over 12382.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.072, over 212.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2923, pruned_loss=0.05473, over 2478344.51 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07302, over 25736.91 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2936, pruned_loss=0.0661, over 2467661.85 frames. utt_duration=1210 frames, utt_pad_proportion=0.06833, over 8170.81 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2916, pruned_loss=0.05362, over 2478821.93 frames. utt_duration=361.6 frames, utt_pad_proportion=0.07265, over 27515.56 utterances.], batch size: 212, lr: 2.76e-04
2022-08-29 18:29:19,396 INFO [train.py:927] (3/8) Epoch 14, batch 18300, giga_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.07146, over 12345.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03171, over 85.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2915, pruned_loss=0.05493, over 2477367.27 frames. utt_duration=401.8 frames, utt_pad_proportion=0.07013, over 24737.93 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2934, pruned_loss=0.06596, over 2467526.44 frames. utt_duration=1214 frames, utt_pad_proportion=0.06722, over 8136.97 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2911, pruned_loss=0.05391, over 2478077.21 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07032, over 26568.23 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 18:31:23,423 INFO [train.py:927] (3/8) Epoch 14, batch 18350, giga_loss[loss=0.1825, simple_loss=0.276, pruned_loss=0.04445, over 12377.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02909, over 85.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2891, pruned_loss=0.05435, over 2478102.45 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07257, over 24858.85 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2933, pruned_loss=0.06596, over 2467431.50 frames. utt_duration=1217 frames, utt_pad_proportion=0.06621, over 8121.86 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2887, pruned_loss=0.05328, over 2478963.80 frames. utt_duration=372.5 frames, utt_pad_proportion=0.07285, over 26699.94 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 18:33:34,002 INFO [train.py:927] (3/8) Epoch 14, batch 18400, giga_loss[loss=0.1849, simple_loss=0.2727, pruned_loss=0.04853, over 12440.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03666, over 98.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2869, pruned_loss=0.05371, over 2478910.53 frames. utt_duration=385.5 frames, utt_pad_proportion=0.07593, over 25799.82 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2931, pruned_loss=0.06583, over 2467593.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.06576, over 8103.67 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2868, pruned_loss=0.05289, over 2479538.60 frames. utt_duration=362.9 frames, utt_pad_proportion=0.0761, over 27417.55 utterances.], batch size: 98, lr: 2.76e-04
2022-08-29 18:35:32,363 INFO [train.py:927] (3/8) Epoch 14, batch 18450, giga_loss[loss=0.1914, simple_loss=0.2742, pruned_loss=0.0543, over 12356.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.02898, over 85.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2886, pruned_loss=0.05448, over 2478991.50 frames. utt_duration=397 frames, utt_pad_proportion=0.07116, over 25049.10 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06572, over 2467773.72 frames. utt_duration=1223 frames, utt_pad_proportion=0.06534, over 8081.69 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2886, pruned_loss=0.05382, over 2479418.99 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07167, over 26493.56 utterances.], batch size: 85, lr: 2.76e-04
2022-08-29 18:37:36,853 INFO [train.py:927] (3/8) Epoch 14, batch 18500, giga_loss[loss=0.1706, simple_loss=0.268, pruned_loss=0.03663, over 12348.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.02961, over 62.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2891, pruned_loss=0.05575, over 2479004.18 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07411, over 25915.61 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2932, pruned_loss=0.06578, over 2467854.14 frames. utt_duration=1224 frames, utt_pad_proportion=0.06482, over 8071.89 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2889, pruned_loss=0.05509, over 2479368.26 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07452, over 27216.82 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 18:39:51,952 INFO [train.py:927] (3/8) Epoch 14, batch 18550, giga_loss[loss=0.1897, simple_loss=0.2903, pruned_loss=0.04458, over 12378.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05591, over 181.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2904, pruned_loss=0.05551, over 2478828.98 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07225, over 25464.01 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2928, pruned_loss=0.0657, over 2468218.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.06849, over 8113.03 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2904, pruned_loss=0.0548, over 2479087.29 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07187, over 26936.20 utterances.], batch size: 181, lr: 2.76e-04
2022-08-29 18:42:07,738 INFO [train.py:927] (3/8) Epoch 14, batch 18600, giga_loss[loss=0.1803, simple_loss=0.2682, pruned_loss=0.04626, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03343, over 105.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2882, pruned_loss=0.05465, over 2478476.87 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06988, over 25250.09 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2924, pruned_loss=0.06554, over 2467711.87 frames. utt_duration=1223 frames, utt_pad_proportion=0.06754, over 8077.99 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2886, pruned_loss=0.05404, over 2479327.20 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06996, over 26763.71 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 18:44:09,557 INFO [train.py:927] (3/8) Epoch 14, batch 18650, giga_loss[loss=0.1852, simple_loss=0.2778, pruned_loss=0.04629, over 12455.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03661, over 133.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2842, pruned_loss=0.05356, over 2478089.33 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06773, over 25125.92 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2924, pruned_loss=0.06549, over 2467236.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.06673, over 8043.71 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2844, pruned_loss=0.05293, over 2479366.57 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06813, over 26656.73 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:46:07,634 INFO [train.py:927] (3/8) Epoch 14, batch 18700, giga_loss[loss=0.1887, simple_loss=0.2802, pruned_loss=0.04863, over 12397.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02987, over 97.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2838, pruned_loss=0.05349, over 2478160.15 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06879, over 25751.76 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2924, pruned_loss=0.06549, over 2467236.70 frames. utt_duration=1228 frames, utt_pad_proportion=0.06673, over 8043.71 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.284, pruned_loss=0.053, over 2479154.25 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06905, over 26943.21 utterances.], batch size: 97, lr: 2.76e-04
2022-08-29 18:48:12,027 INFO [train.py:927] (3/8) Epoch 14, batch 18750, giga_loss[loss=0.1813, simple_loss=0.2736, pruned_loss=0.04444, over 12347.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.02971, over 62.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2824, pruned_loss=0.05237, over 2478189.23 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07085, over 26132.66 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2925, pruned_loss=0.06544, over 2467068.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.0665, over 8044.21 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2823, pruned_loss=0.05192, over 2479227.07 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07106, over 27235.33 utterances.], batch size: 62, lr: 2.76e-04
2022-08-29 18:50:31,031 INFO [train.py:927] (3/8) Epoch 14, batch 18800, giga_loss[loss=0.2055, simple_loss=0.2977, pruned_loss=0.05662, over 12452.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04726, over 147.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2812, pruned_loss=0.0517, over 2478124.87 frames. utt_duration=381.9 frames, utt_pad_proportion=0.07005, over 26039.59 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2926, pruned_loss=0.0655, over 2466877.17 frames. utt_duration=1229 frames, utt_pad_proportion=0.06624, over 8038.99 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2811, pruned_loss=0.05124, over 2479130.60 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07031, over 26977.05 utterances.], batch size: 147, lr: 2.76e-04
2022-08-29 18:52:29,100 INFO [train.py:927] (3/8) Epoch 14, batch 18850, giga_loss[loss=0.2024, simple_loss=0.2937, pruned_loss=0.05553, over 12416.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03964, over 133.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2812, pruned_loss=0.05196, over 2478840.69 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06877, over 25094.02 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2924, pruned_loss=0.06546, over 2467085.27 frames. utt_duration=1233 frames, utt_pad_proportion=0.06499, over 8016.31 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.281, pruned_loss=0.05132, over 2479709.79 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06939, over 26265.71 utterances.], batch size: 133, lr: 2.76e-04
2022-08-29 18:54:28,101 INFO [train.py:927] (3/8) Epoch 14, batch 18900, giga_loss[loss=0.1766, simple_loss=0.2694, pruned_loss=0.04194, over 12443.00 frames. utt_duration=308 frames, utt_pad_proportion=0.04923, over 162.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2808, pruned_loss=0.05147, over 2479063.32 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07086, over 25947.41 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06571, over 2467306.64 frames. utt_duration=1217 frames, utt_pad_proportion=0.06881, over 8121.70 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.28, pruned_loss=0.05053, over 2479764.86 frames. utt_duration=367.5 frames, utt_pad_proportion=0.07036, over 27079.31 utterances.], batch size: 162, lr: 2.76e-04
2022-08-29 18:56:24,780 INFO [train.py:927] (3/8) Epoch 14, batch 18950, giga_loss[loss=0.2152, simple_loss=0.2975, pruned_loss=0.06647, over 12484.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03533, over 37.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.284, pruned_loss=0.0523, over 2478627.84 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06888, over 24901.10 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2929, pruned_loss=0.06569, over 2467218.43 frames. utt_duration=1207 frames, utt_pad_proportion=0.07185, over 8187.76 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.283, pruned_loss=0.05108, over 2479724.96 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06781, over 26397.35 utterances.], batch size: 37, lr: 2.76e-04
2022-08-29 18:58:20,779 INFO [train.py:927] (3/8) Epoch 14, batch 19000, giga_loss[loss=0.2029, simple_loss=0.2952, pruned_loss=0.05529, over 12468.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03401, over 98.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2853, pruned_loss=0.05309, over 2478170.58 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06631, over 24471.51 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2934, pruned_loss=0.06594, over 2467292.88 frames. utt_duration=1206 frames, utt_pad_proportion=0.0708, over 8196.36 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05145, over 2479315.27 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06582, over 26186.70 utterances.], batch size: 98, lr: 2.76e-04
2022-08-29 19:00:22,935 INFO [train.py:927] (3/8) Epoch 14, batch 19050, libri_loss[loss=0.1739, simple_loss=0.2481, pruned_loss=0.04987, over 12237.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.04173, over 27.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2831, pruned_loss=0.05185, over 2477844.51 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06294, over 23602.73 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2932, pruned_loss=0.06607, over 2466970.27 frames. utt_duration=1208 frames, utt_pad_proportion=0.07042, over 8181.47 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2819, pruned_loss=0.05012, over 2479320.38 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06279, over 25347.53 utterances.], batch size: 27, lr: 2.76e-04
2022-08-29 19:02:20,412 INFO [train.py:927] (3/8) Epoch 14, batch 19100, giga_loss[loss=0.216, simple_loss=0.2993, pruned_loss=0.06636, over 12469.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03399, over 98.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.283, pruned_loss=0.05238, over 2478014.94 frames. utt_duration=431 frames, utt_pad_proportion=0.06062, over 23064.93 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2927, pruned_loss=0.06594, over 2466923.27 frames. utt_duration=1214 frames, utt_pad_proportion=0.06846, over 8135.98 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.0506, over 2479665.37 frames. utt_duration=397 frames, utt_pad_proportion=0.06113, over 25061.23 utterances.], batch size: 98, lr: 2.76e-04
2022-08-29 19:04:27,069 INFO [train.py:927] (3/8) Epoch 14, batch 19150, giga_loss[loss=0.1772, simple_loss=0.2729, pruned_loss=0.04077, over 12444.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.03936, over 114.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2847, pruned_loss=0.05307, over 2477473.06 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06097, over 23062.41 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2927, pruned_loss=0.06592, over 2466648.60 frames. utt_duration=1221 frames, utt_pad_proportion=0.06669, over 8093.81 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05124, over 2479340.77 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06179, over 25160.39 utterances.], batch size: 114, lr: 2.76e-04
2022-08-29 19:06:23,875 INFO [train.py:927] (3/8) Epoch 14, batch 19200, giga_loss[loss=0.2438, simple_loss=0.3282, pruned_loss=0.07976, over 12453.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.037, over 105.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2861, pruned_loss=0.05373, over 2477643.29 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06224, over 23640.73 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2925, pruned_loss=0.06572, over 2466754.88 frames. utt_duration=1225 frames, utt_pad_proportion=0.06518, over 8066.19 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2853, pruned_loss=0.05212, over 2479341.91 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06313, over 25747.00 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 19:08:23,806 INFO [train.py:927] (3/8) Epoch 14, batch 19250, giga_loss[loss=0.1717, simple_loss=0.2667, pruned_loss=0.0384, over 12338.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03114, over 51.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2875, pruned_loss=0.05349, over 2477312.51 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06324, over 23289.85 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2931, pruned_loss=0.06568, over 2466851.64 frames. utt_duration=1225 frames, utt_pad_proportion=0.06455, over 8064.62 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2861, pruned_loss=0.05191, over 2478871.42 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06403, over 25386.63 utterances.], batch size: 51, lr: 2.76e-04
2022-08-29 19:10:37,544 INFO [train.py:927] (3/8) Epoch 14, batch 19300, giga_loss[loss=0.2044, simple_loss=0.2895, pruned_loss=0.05969, over 12422.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03244, over 105.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.286, pruned_loss=0.05332, over 2478131.01 frames. utt_duration=424 frames, utt_pad_proportion=0.06435, over 23442.90 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2923, pruned_loss=0.06534, over 2467175.85 frames. utt_duration=1222 frames, utt_pad_proportion=0.06747, over 8088.46 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05198, over 2479413.00 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06411, over 25583.26 utterances.], batch size: 105, lr: 2.76e-04
2022-08-29 19:12:35,649 INFO [train.py:927] (3/8) Epoch 14, batch 19350, giga_loss[loss=0.2059, simple_loss=0.2914, pruned_loss=0.06025, over 12392.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02625, over 85.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2857, pruned_loss=0.05363, over 2478020.96 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06675, over 23821.16 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2921, pruned_loss=0.06523, over 2467154.17 frames. utt_duration=1227 frames, utt_pad_proportion=0.06595, over 8052.37 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2853, pruned_loss=0.05233, over 2479354.96 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06682, over 25987.80 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 19:14:41,436 INFO [train.py:927] (3/8) Epoch 14, batch 19400, giga_loss[loss=0.1873, simple_loss=0.2716, pruned_loss=0.05145, over 12288.00 frames. utt_duration=964.8 frames, utt_pad_proportion=0.03808, over 51.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2854, pruned_loss=0.05402, over 2478006.30 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06585, over 23488.21 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2927, pruned_loss=0.06557, over 2467729.80 frames. utt_duration=1212 frames, utt_pad_proportion=0.06916, over 8151.68 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2844, pruned_loss=0.05234, over 2478908.56 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06511, over 25613.39 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 19:16:36,146 INFO [train.py:927] (3/8) Epoch 14, batch 19450, giga_loss[loss=0.1528, simple_loss=0.243, pruned_loss=0.03126, over 12394.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1813, over 359.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2837, pruned_loss=0.05268, over 2477389.11 frames. utt_duration=429 frames, utt_pad_proportion=0.06569, over 23162.05 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2918, pruned_loss=0.06504, over 2467858.85 frames. utt_duration=1224 frames, utt_pad_proportion=0.06714, over 8077.28 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05131, over 2478418.50 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06566, over 25593.71 utterances.], batch size: 359, lr: 2.75e-04
2022-08-29 19:18:34,566 INFO [train.py:927] (3/8) Epoch 14, batch 19500, giga_loss[loss=0.1976, simple_loss=0.2912, pruned_loss=0.05201, over 12402.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04068, over 133.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2846, pruned_loss=0.05162, over 2477056.15 frames. utt_duration=435.5 frames, utt_pad_proportion=0.06589, over 22811.69 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2918, pruned_loss=0.06508, over 2467829.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06593, over 8053.68 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2841, pruned_loss=0.05022, over 2478092.62 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06617, over 25093.15 utterances.], batch size: 133, lr: 2.75e-04
2022-08-29 19:20:41,982 INFO [train.py:927] (3/8) Epoch 14, batch 19550, giga_loss[loss=0.2096, simple_loss=0.3069, pruned_loss=0.05614, over 12461.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0425, over 114.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2856, pruned_loss=0.05166, over 2477373.27 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06577, over 23599.48 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2919, pruned_loss=0.06508, over 2467705.52 frames. utt_duration=1227 frames, utt_pad_proportion=0.06551, over 8054.12 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.285, pruned_loss=0.05044, over 2478372.56 frames. utt_duration=389.7 frames, utt_pad_proportion=0.0661, over 25514.92 utterances.], batch size: 114, lr: 2.75e-04
2022-08-29 19:22:50,837 INFO [train.py:927] (3/8) Epoch 14, batch 19600, giga_loss[loss=0.1979, simple_loss=0.2859, pruned_loss=0.0549, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02873, over 85.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2854, pruned_loss=0.05168, over 2477616.56 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06548, over 23761.54 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2912, pruned_loss=0.06485, over 2467478.23 frames. utt_duration=1235 frames, utt_pad_proportion=0.06397, over 7999.04 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2854, pruned_loss=0.05051, over 2478959.87 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06621, over 25852.74 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 19:25:03,318 INFO [train.py:927] (3/8) Epoch 14, batch 19650, giga_loss[loss=0.1881, simple_loss=0.2785, pruned_loss=0.04886, over 12436.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06204, over 183.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2863, pruned_loss=0.05181, over 2477882.26 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06513, over 23987.03 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2912, pruned_loss=0.06485, over 2467398.69 frames. utt_duration=1236 frames, utt_pad_proportion=0.0633, over 7994.02 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2863, pruned_loss=0.05069, over 2479169.80 frames. utt_duration=384.5 frames, utt_pad_proportion=0.06594, over 25871.45 utterances.], batch size: 183, lr: 2.75e-04
2022-08-29 19:27:15,456 INFO [train.py:927] (3/8) Epoch 14, batch 19700, libri_loss[loss=0.1814, simple_loss=0.2686, pruned_loss=0.04715, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005503, over 35.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2875, pruned_loss=0.05202, over 2477648.59 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06596, over 22969.14 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2911, pruned_loss=0.06483, over 2467584.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.06519, over 8033.29 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2874, pruned_loss=0.05059, over 2478976.55 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06614, over 25157.84 utterances.], batch size: 35, lr: 2.75e-04
2022-08-29 19:29:36,434 INFO [train.py:927] (3/8) Epoch 14, batch 19750, giga_loss[loss=0.2117, simple_loss=0.2953, pruned_loss=0.06405, over 12368.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.02943, over 58.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2868, pruned_loss=0.0525, over 2477650.91 frames. utt_duration=440 frames, utt_pad_proportion=0.06513, over 22584.31 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2911, pruned_loss=0.06483, over 2467458.75 frames. utt_duration=1223 frames, utt_pad_proportion=0.06783, over 8077.08 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2865, pruned_loss=0.05095, over 2479185.60 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06463, over 24778.93 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 19:31:41,882 INFO [train.py:927] (3/8) Epoch 14, batch 19800, giga_loss[loss=0.1817, simple_loss=0.2628, pruned_loss=0.05032, over 12348.00 frames. utt_duration=142.8 frames, utt_pad_proportion=0.1599, over 349.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2861, pruned_loss=0.05188, over 2477862.37 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06659, over 23356.95 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2912, pruned_loss=0.06483, over 2467605.05 frames. utt_duration=1223 frames, utt_pad_proportion=0.06731, over 8077.89 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2859, pruned_loss=0.0505, over 2479075.14 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06622, over 25285.43 utterances.], batch size: 349, lr: 2.75e-04
2022-08-29 19:33:42,661 INFO [train.py:927] (3/8) Epoch 14, batch 19850, giga_loss[loss=0.1639, simple_loss=0.2605, pruned_loss=0.03362, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02649, over 48.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2872, pruned_loss=0.05224, over 2477583.65 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07108, over 24261.09 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2912, pruned_loss=0.06482, over 2467692.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.0668, over 8064.15 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2869, pruned_loss=0.05104, over 2478543.20 frames. utt_duration=383.3 frames, utt_pad_proportion=0.07071, over 25946.70 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 19:35:38,558 INFO [train.py:927] (3/8) Epoch 14, batch 19900, giga_loss[loss=0.1991, simple_loss=0.288, pruned_loss=0.0551, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2865, pruned_loss=0.05215, over 2477612.96 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06953, over 24697.90 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2915, pruned_loss=0.06483, over 2467637.04 frames. utt_duration=1229 frames, utt_pad_proportion=0.06554, over 8040.20 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2859, pruned_loss=0.05083, over 2478723.27 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0697, over 26535.15 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 19:37:32,675 INFO [train.py:927] (3/8) Epoch 14, batch 19950, giga_loss[loss=0.2113, simple_loss=0.3089, pruned_loss=0.0569, over 12461.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03479, over 105.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.287, pruned_loss=0.05328, over 2477624.70 frames. utt_duration=395.8 frames, utt_pad_proportion=0.07031, over 25116.52 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2912, pruned_loss=0.06473, over 2467619.93 frames. utt_duration=1235 frames, utt_pad_proportion=0.06435, over 8003.63 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2867, pruned_loss=0.05205, over 2478737.44 frames. utt_duration=368.8 frames, utt_pad_proportion=0.07072, over 26973.84 utterances.], batch size: 105, lr: 2.75e-04
2022-08-29 19:39:17,448 INFO [train.py:927] (3/8) Epoch 14, batch 20000, giga_loss[loss=0.224, simple_loss=0.3119, pruned_loss=0.06801, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02552, over 45.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.294, pruned_loss=0.05694, over 2476375.66 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07142, over 24195.33 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2917, pruned_loss=0.06498, over 2467624.91 frames. utt_duration=1236 frames, utt_pad_proportion=0.06317, over 7996.71 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2932, pruned_loss=0.05547, over 2477525.23 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07204, over 26131.76 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 19:41:01,759 INFO [train.py:927] (3/8) Epoch 14, batch 20050, giga_loss[loss=0.2273, simple_loss=0.3172, pruned_loss=0.0687, over 12355.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2951, pruned_loss=0.05814, over 2475917.39 frames. utt_duration=426.4 frames, utt_pad_proportion=0.07232, over 23298.56 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2919, pruned_loss=0.06513, over 2467458.85 frames. utt_duration=1238 frames, utt_pad_proportion=0.06249, over 7981.87 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2944, pruned_loss=0.05675, over 2477078.10 frames. utt_duration=396.8 frames, utt_pad_proportion=0.07301, over 25051.65 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 19:42:45,354 INFO [train.py:927] (3/8) Epoch 14, batch 20100, giga_loss[loss=0.179, simple_loss=0.2606, pruned_loss=0.04874, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03419, over 43.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.289, pruned_loss=0.05637, over 2475553.28 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07241, over 22685.37 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06512, over 2467222.18 frames. utt_duration=1240 frames, utt_pad_proportion=0.06175, over 7967.31 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2886, pruned_loss=0.05508, over 2476917.62 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07329, over 24448.65 utterances.], batch size: 43, lr: 2.75e-04
2022-08-29 19:44:30,435 INFO [train.py:927] (3/8) Epoch 14, batch 20150, giga_loss[loss=0.1787, simple_loss=0.2535, pruned_loss=0.05192, over 12330.00 frames. utt_duration=625.9 frames, utt_pad_proportion=0.02813, over 79.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2806, pruned_loss=0.05349, over 2474915.71 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07055, over 21843.65 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06513, over 2467293.75 frames. utt_duration=1242 frames, utt_pad_proportion=0.06108, over 7957.82 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2801, pruned_loss=0.0523, over 2476032.79 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07167, over 23443.72 utterances.], batch size: 79, lr: 2.75e-04
2022-08-29 19:46:13,797 INFO [train.py:927] (3/8) Epoch 14, batch 20200, giga_loss[loss=0.165, simple_loss=0.2502, pruned_loss=0.03989, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0413, over 34.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2745, pruned_loss=0.05167, over 2474656.98 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07663, over 22143.27 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2915, pruned_loss=0.06507, over 2467385.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.06029, over 7936.86 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2741, pruned_loss=0.05057, over 2475586.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07744, over 23680.57 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 19:47:57,851 INFO [train.py:927] (3/8) Epoch 14, batch 20250, giga_loss[loss=0.1728, simple_loss=0.2591, pruned_loss=0.04321, over 12411.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.2708, pruned_loss=0.05067, over 2474066.75 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07161, over 21006.28 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2915, pruned_loss=0.06519, over 2467197.91 frames. utt_duration=1247 frames, utt_pad_proportion=0.05986, over 7926.12 utterances.], giga_tot_loss[loss=0.1844, simple_loss=0.2701, pruned_loss=0.04934, over 2475151.37 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07287, over 22601.04 utterances.], batch size: 133, lr: 2.75e-04
2022-08-29 19:49:41,724 INFO [train.py:927] (3/8) Epoch 14, batch 20300, giga_loss[loss=0.1644, simple_loss=0.2441, pruned_loss=0.0423, over 12257.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03008, over 28.00 utterances.], tot_loss[loss=0.1816, simple_loss=0.2659, pruned_loss=0.04866, over 2474245.80 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07035, over 20634.33 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2915, pruned_loss=0.06513, over 2467426.26 frames. utt_duration=1246 frames, utt_pad_proportion=0.05949, over 7928.29 utterances.], giga_tot_loss[loss=0.1799, simple_loss=0.2649, pruned_loss=0.04746, over 2474981.99 frames. utt_duration=450 frames, utt_pad_proportion=0.07163, over 22070.37 utterances.], batch size: 28, lr: 2.75e-04
2022-08-29 19:51:25,825 INFO [train.py:927] (3/8) Epoch 14, batch 20350, giga_loss[loss=0.1606, simple_loss=0.2338, pruned_loss=0.04374, over 12345.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1889, over 362.00 utterances.], tot_loss[loss=0.1795, simple_loss=0.2627, pruned_loss=0.04811, over 2473847.97 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07273, over 20359.13 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2918, pruned_loss=0.06542, over 2467258.26 frames. utt_duration=1245 frames, utt_pad_proportion=0.05912, over 7936.31 utterances.], giga_tot_loss[loss=0.1769, simple_loss=0.261, pruned_loss=0.04643, over 2474772.98 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07386, over 21842.34 utterances.], batch size: 362, lr: 2.75e-04
2022-08-29 19:53:09,321 INFO [train.py:927] (3/8) Epoch 14, batch 20400, giga_loss[loss=0.1447, simple_loss=0.2166, pruned_loss=0.03637, over 12477.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04331, over 34.00 utterances.], tot_loss[loss=0.1738, simple_loss=0.2569, pruned_loss=0.04533, over 2473851.60 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06895, over 19746.79 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2918, pruned_loss=0.06544, over 2467189.97 frames. utt_duration=1245 frames, utt_pad_proportion=0.05889, over 7933.62 utterances.], giga_tot_loss[loss=0.1716, simple_loss=0.2553, pruned_loss=0.04391, over 2474675.53 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07019, over 20968.88 utterances.], batch size: 34, lr: 2.75e-04
2022-08-29 19:54:54,465 INFO [train.py:927] (3/8) Epoch 14, batch 20450, giga_loss[loss=0.2191, simple_loss=0.3136, pruned_loss=0.06231, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03103, over 97.00 utterances.], tot_loss[loss=0.1793, simple_loss=0.2624, pruned_loss=0.04812, over 2472925.13 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06722, over 19430.43 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2917, pruned_loss=0.06536, over 2467197.76 frames. utt_duration=1247 frames, utt_pad_proportion=0.0584, over 7925.96 utterances.], giga_tot_loss[loss=0.1767, simple_loss=0.2604, pruned_loss=0.04652, over 2473725.73 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06857, over 20732.98 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 19:56:37,918 INFO [train.py:927] (3/8) Epoch 14, batch 20500, giga_loss[loss=0.255, simple_loss=0.3373, pruned_loss=0.08635, over 12403.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.0733, over 212.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2714, pruned_loss=0.05231, over 2473456.48 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06857, over 19021.43 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2918, pruned_loss=0.06554, over 2467615.82 frames. utt_duration=1242 frames, utt_pad_proportion=0.0603, over 7959.81 utterances.], giga_tot_loss[loss=0.1845, simple_loss=0.2686, pruned_loss=0.05024, over 2473959.69 frames. utt_duration=484 frames, utt_pad_proportion=0.06909, over 20509.15 utterances.], batch size: 212, lr: 2.75e-04
2022-08-29 19:58:20,808 INFO [train.py:927] (3/8) Epoch 14, batch 20550, giga_loss[loss=0.1934, simple_loss=0.2851, pruned_loss=0.05083, over 12392.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.04786, over 31.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2788, pruned_loss=0.05535, over 2472416.95 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06794, over 18601.27 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2916, pruned_loss=0.06547, over 2467426.58 frames. utt_duration=1239 frames, utt_pad_proportion=0.05959, over 7972.97 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2762, pruned_loss=0.05332, over 2473187.18 frames. utt_duration=491.3 frames, utt_pad_proportion=0.0688, over 20197.71 utterances.], batch size: 31, lr: 2.75e-04
2022-08-29 20:00:06,416 INFO [train.py:927] (3/8) Epoch 14, batch 20600, giga_loss[loss=0.196, simple_loss=0.2935, pruned_loss=0.04926, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04024, over 105.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2818, pruned_loss=0.05532, over 2472785.80 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06617, over 18747.38 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2916, pruned_loss=0.06547, over 2467560.45 frames. utt_duration=1240 frames, utt_pad_proportion=0.05934, over 7970.11 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2796, pruned_loss=0.0537, over 2473301.33 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06704, over 20041.76 utterances.], batch size: 105, lr: 2.75e-04
2022-08-29 20:01:49,506 INFO [train.py:927] (3/8) Epoch 14, batch 20650, giga_loss[loss=0.1982, simple_loss=0.2913, pruned_loss=0.0526, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2854, pruned_loss=0.05746, over 2472814.19 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06637, over 18665.94 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2911, pruned_loss=0.06525, over 2467633.02 frames. utt_duration=1246 frames, utt_pad_proportion=0.05829, over 7930.33 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.284, pruned_loss=0.05615, over 2473289.79 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06748, over 19977.91 utterances.], batch size: 75, lr: 2.75e-04
2022-08-29 20:03:33,567 INFO [train.py:927] (3/8) Epoch 14, batch 20700, giga_loss[loss=0.2026, simple_loss=0.2886, pruned_loss=0.05834, over 12217.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02963, over 39.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2901, pruned_loss=0.05934, over 2473396.22 frames. utt_duration=524 frames, utt_pad_proportion=0.07088, over 18936.42 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2918, pruned_loss=0.06529, over 2467913.77 frames. utt_duration=1242 frames, utt_pad_proportion=0.05846, over 7956.37 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2883, pruned_loss=0.05819, over 2473594.20 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07153, over 20102.98 utterances.], batch size: 39, lr: 2.75e-04
2022-08-29 20:05:15,784 INFO [train.py:927] (3/8) Epoch 14, batch 20750, giga_loss[loss=0.2227, simple_loss=0.3081, pruned_loss=0.06861, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03123, over 80.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2926, pruned_loss=0.05976, over 2472741.44 frames. utt_duration=531.8 frames, utt_pad_proportion=0.07616, over 18650.39 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2914, pruned_loss=0.06507, over 2467896.07 frames. utt_duration=1249 frames, utt_pad_proportion=0.05679, over 7911.00 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2914, pruned_loss=0.05882, over 2473097.15 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0772, over 20024.82 utterances.], batch size: 80, lr: 2.75e-04
2022-08-29 20:07:01,460 INFO [train.py:927] (3/8) Epoch 14, batch 20800, giga_loss[loss=0.1943, simple_loss=0.2882, pruned_loss=0.05026, over 12367.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02934, over 85.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2938, pruned_loss=0.05946, over 2473020.26 frames. utt_duration=546.5 frames, utt_pad_proportion=0.07028, over 18150.29 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06491, over 2468033.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.05595, over 7890.96 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05877, over 2473285.74 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0719, over 19443.29 utterances.], batch size: 85, lr: 2.75e-04
2022-08-29 20:08:43,925 INFO [train.py:927] (3/8) Epoch 14, batch 20850, giga_loss[loss=0.2817, simple_loss=0.339, pruned_loss=0.1122, over 12395.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.104, over 258.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.294, pruned_loss=0.05913, over 2473298.25 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06783, over 17621.99 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2911, pruned_loss=0.06491, over 2467961.10 frames. utt_duration=1253 frames, utt_pad_proportion=0.05532, over 7890.91 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2936, pruned_loss=0.05842, over 2473746.12 frames. utt_duration=524.2 frames, utt_pad_proportion=0.0697, over 18929.25 utterances.], batch size: 258, lr: 2.75e-04
2022-08-29 20:10:26,476 INFO [train.py:927] (3/8) Epoch 14, batch 20900, giga_loss[loss=0.2511, simple_loss=0.3292, pruned_loss=0.08653, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04135, over 113.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2947, pruned_loss=0.06049, over 2472759.37 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06331, over 16601.10 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2908, pruned_loss=0.065, over 2467983.32 frames. utt_duration=1260 frames, utt_pad_proportion=0.05358, over 7841.61 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2947, pruned_loss=0.0596, over 2473332.16 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06607, over 18082.74 utterances.], batch size: 113, lr: 2.75e-04
2022-08-29 20:12:10,988 INFO [train.py:927] (3/8) Epoch 14, batch 20950, giga_loss[loss=0.1946, simple_loss=0.2707, pruned_loss=0.05926, over 12410.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04146, over 37.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2953, pruned_loss=0.06227, over 2473192.13 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06952, over 17088.35 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2901, pruned_loss=0.06457, over 2467944.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.0522, over 7806.52 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2961, pruned_loss=0.06182, over 2473853.31 frames. utt_duration=531.9 frames, utt_pad_proportion=0.07205, over 18655.60 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 20:13:57,069 INFO [train.py:927] (3/8) Epoch 14, batch 21000, giga_loss[loss=0.2088, simple_loss=0.3038, pruned_loss=0.05688, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.0303, over 75.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2948, pruned_loss=0.06246, over 2473706.84 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06483, over 17137.57 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2901, pruned_loss=0.06454, over 2467910.36 frames. utt_duration=1263 frames, utt_pad_proportion=0.05259, over 7825.49 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2955, pruned_loss=0.06211, over 2474307.74 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06708, over 18436.95 utterances.], batch size: 75, lr: 2.75e-04
2022-08-29 20:13:57,070 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 20:14:11,876 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1807, simple_loss=0.2978, pruned_loss=0.03183, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 20:15:54,381 INFO [train.py:927] (3/8) Epoch 14, batch 21050, giga_loss[loss=0.2203, simple_loss=0.2954, pruned_loss=0.07261, over 12384.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.06179, over 2473987.67 frames. utt_duration=561 frames, utt_pad_proportion=0.06353, over 17686.93 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2901, pruned_loss=0.06443, over 2468033.81 frames. utt_duration=1264 frames, utt_pad_proportion=0.0524, over 7818.36 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2947, pruned_loss=0.06161, over 2474368.00 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06543, over 18756.95 utterances.], batch size: 259, lr: 2.75e-04
2022-08-29 20:17:38,821 INFO [train.py:927] (3/8) Epoch 14, batch 21100, giga_loss[loss=0.2042, simple_loss=0.2809, pruned_loss=0.06372, over 12265.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02786, over 45.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2915, pruned_loss=0.06077, over 2474863.92 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06251, over 18067.22 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2901, pruned_loss=0.06435, over 2467950.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.0518, over 7804.15 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.06067, over 2475323.63 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06429, over 19056.85 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:19:22,997 INFO [train.py:927] (3/8) Epoch 14, batch 21150, giga_loss[loss=0.1816, simple_loss=0.2684, pruned_loss=0.0474, over 12429.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04148, over 146.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2879, pruned_loss=0.05983, over 2474072.66 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06847, over 18591.13 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2895, pruned_loss=0.06407, over 2467739.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.05083, over 7783.27 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2888, pruned_loss=0.05983, over 2474894.69 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07006, over 19866.59 utterances.], batch size: 146, lr: 2.75e-04
2022-08-29 20:21:07,411 INFO [train.py:927] (3/8) Epoch 14, batch 21200, giga_loss[loss=0.1683, simple_loss=0.265, pruned_loss=0.03579, over 12262.00 frames. utt_duration=963.5 frames, utt_pad_proportion=0.03941, over 51.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2874, pruned_loss=0.05985, over 2474060.58 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07705, over 19393.75 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2896, pruned_loss=0.06434, over 2467712.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05467, over 7849.62 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.288, pruned_loss=0.05945, over 2474956.49 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07676, over 20730.31 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 20:22:49,875 INFO [train.py:927] (3/8) Epoch 14, batch 21250, giga_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05799, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06187, over 183.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2865, pruned_loss=0.05957, over 2473622.15 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07209, over 19166.59 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06409, over 2467478.10 frames. utt_duration=1262 frames, utt_pad_proportion=0.05383, over 7832.71 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2871, pruned_loss=0.05941, over 2474666.87 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07255, over 20447.58 utterances.], batch size: 183, lr: 2.75e-04
2022-08-29 20:24:31,695 INFO [train.py:927] (3/8) Epoch 14, batch 21300, giga_loss[loss=0.2243, simple_loss=0.3121, pruned_loss=0.06824, over 12263.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02981, over 45.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2838, pruned_loss=0.05876, over 2472856.45 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07475, over 19344.30 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2896, pruned_loss=0.06431, over 2467325.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05331, over 7836.03 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.284, pruned_loss=0.05833, over 2473912.56 frames. utt_duration=482.7 frames, utt_pad_proportion=0.0753, over 20562.90 utterances.], batch size: 45, lr: 2.75e-04
2022-08-29 20:26:14,599 INFO [train.py:927] (3/8) Epoch 14, batch 21350, giga_loss[loss=0.1674, simple_loss=0.2416, pruned_loss=0.04655, over 12273.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02629, over 42.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2802, pruned_loss=0.0575, over 2472583.20 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06848, over 18048.85 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2898, pruned_loss=0.06443, over 2467315.30 frames. utt_duration=1262 frames, utt_pad_proportion=0.05289, over 7827.68 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2801, pruned_loss=0.057, over 2473481.15 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06948, over 19112.25 utterances.], batch size: 42, lr: 2.75e-04
2022-08-29 20:27:55,832 INFO [train.py:927] (3/8) Epoch 14, batch 21400, giga_loss[loss=0.2023, simple_loss=0.282, pruned_loss=0.06134, over 12389.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2785, pruned_loss=0.05695, over 2472743.33 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06906, over 17859.10 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2903, pruned_loss=0.0646, over 2467595.74 frames. utt_duration=1259 frames, utt_pad_proportion=0.053, over 7851.03 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2778, pruned_loss=0.05628, over 2473262.24 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06991, over 18817.94 utterances.], batch size: 51, lr: 2.75e-04
2022-08-29 20:29:40,254 INFO [train.py:927] (3/8) Epoch 14, batch 21450, giga_loss[loss=0.1923, simple_loss=0.2701, pruned_loss=0.05724, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03243, over 97.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2758, pruned_loss=0.05588, over 2472676.21 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06552, over 17147.14 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2904, pruned_loss=0.06473, over 2467575.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05226, over 7839.10 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.275, pruned_loss=0.05509, over 2473165.58 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06678, over 18088.51 utterances.], batch size: 97, lr: 2.75e-04
2022-08-29 20:31:25,130 INFO [train.py:927] (3/8) Epoch 14, batch 21500, giga_loss[loss=0.1876, simple_loss=0.2666, pruned_loss=0.05426, over 12334.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03382, over 58.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2757, pruned_loss=0.05619, over 2472749.30 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06615, over 17264.24 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2902, pruned_loss=0.06464, over 2467790.24 frames. utt_duration=1263 frames, utt_pad_proportion=0.05165, over 7824.58 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.275, pruned_loss=0.05553, over 2473020.74 frames. utt_duration=547 frames, utt_pad_proportion=0.06737, over 18134.72 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 20:33:08,513 INFO [train.py:927] (3/8) Epoch 14, batch 21550, giga_loss[loss=0.2415, simple_loss=0.3236, pruned_loss=0.07973, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03306, over 122.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2803, pruned_loss=0.05834, over 2473185.68 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06258, over 17202.48 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2905, pruned_loss=0.0647, over 2467728.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05106, over 7810.28 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2793, pruned_loss=0.05767, over 2473514.79 frames. utt_duration=550.2 frames, utt_pad_proportion=0.064, over 18031.31 utterances.], batch size: 122, lr: 2.75e-04
2022-08-29 20:34:48,940 INFO [train.py:927] (3/8) Epoch 14, batch 21600, giga_loss[loss=0.1979, simple_loss=0.2821, pruned_loss=0.05684, over 12359.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.02664, over 58.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2862, pruned_loss=0.06062, over 2474504.52 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06409, over 18281.38 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.0649, over 2467962.48 frames. utt_duration=1252 frames, utt_pad_proportion=0.05541, over 7895.71 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2846, pruned_loss=0.05985, over 2474641.38 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0637, over 18988.15 utterances.], batch size: 58, lr: 2.75e-04
2022-08-29 20:36:33,665 INFO [train.py:927] (3/8) Epoch 14, batch 21650, giga_loss[loss=0.2038, simple_loss=0.3005, pruned_loss=0.05358, over 12459.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03515, over 86.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2918, pruned_loss=0.06277, over 2474047.50 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06873, over 18692.21 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.06494, over 2467966.22 frames. utt_duration=1254 frames, utt_pad_proportion=0.05499, over 7882.78 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2905, pruned_loss=0.0621, over 2474218.85 frames. utt_duration=512.6 frames, utt_pad_proportion=0.0685, over 19362.10 utterances.], batch size: 86, lr: 2.75e-04
2022-08-29 20:38:14,398 INFO [train.py:927] (3/8) Epoch 14, batch 21700, giga_loss[loss=0.1588, simple_loss=0.2545, pruned_loss=0.03162, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03479, over 28.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2951, pruned_loss=0.06448, over 2474066.93 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07923, over 19935.15 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2911, pruned_loss=0.06487, over 2468030.72 frames. utt_duration=1258 frames, utt_pad_proportion=0.05379, over 7854.15 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2944, pruned_loss=0.06398, over 2474357.90 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07935, over 20876.05 utterances.], batch size: 28, lr: 2.75e-04
2022-08-29 20:39:55,952 INFO [train.py:927] (3/8) Epoch 14, batch 21750, giga_loss[loss=0.1919, simple_loss=0.2882, pruned_loss=0.04781, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2927, pruned_loss=0.06174, over 2473874.29 frames. utt_duration=517.8 frames, utt_pad_proportion=0.0738, over 19166.49 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06491, over 2468096.56 frames. utt_duration=1254 frames, utt_pad_proportion=0.05453, over 7880.88 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2921, pruned_loss=0.0613, over 2474065.67 frames. utt_duration=498 frames, utt_pad_proportion=0.0739, over 19932.21 utterances.], batch size: 66, lr: 2.75e-04
2022-08-29 20:41:40,939 INFO [train.py:927] (3/8) Epoch 14, batch 21800, giga_loss[loss=0.2064, simple_loss=0.2941, pruned_loss=0.05937, over 12299.00 frames. utt_duration=1588 frames, utt_pad_proportion=0.04596, over 31.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2933, pruned_loss=0.06138, over 2473652.51 frames. utt_duration=530.2 frames, utt_pad_proportion=0.07216, over 18713.72 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06491, over 2468306.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.05311, over 7845.67 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2928, pruned_loss=0.06092, over 2473786.20 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07305, over 19711.02 utterances.], batch size: 31, lr: 2.75e-04
2022-08-29 20:43:21,313 INFO [train.py:927] (3/8) Epoch 14, batch 21850, giga_loss[loss=0.2152, simple_loss=0.2885, pruned_loss=0.0709, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03808, over 37.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2955, pruned_loss=0.06288, over 2473393.38 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07337, over 18266.32 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2914, pruned_loss=0.06509, over 2468348.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06011, over 7967.14 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2951, pruned_loss=0.06229, over 2473610.26 frames. utt_duration=514.1 frames, utt_pad_proportion=0.07207, over 19302.41 utterances.], batch size: 37, lr: 2.75e-04
2022-08-29 20:45:09,197 INFO [train.py:927] (3/8) Epoch 14, batch 21900, giga_loss[loss=0.248, simple_loss=0.3268, pruned_loss=0.08458, over 12398.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.04006, over 133.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.297, pruned_loss=0.0641, over 2473504.66 frames. utt_duration=555.6 frames, utt_pad_proportion=0.0696, over 17856.29 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2916, pruned_loss=0.06524, over 2468554.68 frames. utt_duration=1242 frames, utt_pad_proportion=0.05918, over 7957.86 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2966, pruned_loss=0.06347, over 2473581.94 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06915, over 18856.21 utterances.], batch size: 133, lr: 2.75e-04
2022-08-29 20:46:51,010 INFO [train.py:927] (3/8) Epoch 14, batch 21950, giga_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.0615, over 12364.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2983, pruned_loss=0.06507, over 2473475.73 frames. utt_duration=568.8 frames, utt_pad_proportion=0.06503, over 17440.94 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.292, pruned_loss=0.06566, over 2468232.23 frames. utt_duration=1242 frames, utt_pad_proportion=0.0589, over 7958.11 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2978, pruned_loss=0.06419, over 2474003.53 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06512, over 18558.02 utterances.], batch size: 48, lr: 2.75e-04
2022-08-29 20:48:34,341 INFO [train.py:927] (3/8) Epoch 14, batch 22000, giga_loss[loss=0.1955, simple_loss=0.2861, pruned_loss=0.05245, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02907, over 66.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2994, pruned_loss=0.06523, over 2472415.73 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06976, over 17566.23 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2922, pruned_loss=0.06569, over 2468265.20 frames. utt_duration=1243 frames, utt_pad_proportion=0.0582, over 7952.79 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.299, pruned_loss=0.0645, over 2472858.70 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06993, over 18590.38 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 20:50:19,088 INFO [train.py:927] (3/8) Epoch 14, batch 22050, giga_loss[loss=0.2113, simple_loss=0.2993, pruned_loss=0.0617, over 12342.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03019, over 91.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3003, pruned_loss=0.06635, over 2472457.62 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06884, over 18011.96 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2923, pruned_loss=0.06576, over 2468315.24 frames. utt_duration=1244 frames, utt_pad_proportion=0.05776, over 7948.29 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2999, pruned_loss=0.0657, over 2472800.58 frames. utt_duration=524.9 frames, utt_pad_proportion=0.0692, over 18899.77 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 20:52:01,799 INFO [train.py:927] (3/8) Epoch 14, batch 22100, giga_loss[loss=0.2325, simple_loss=0.2993, pruned_loss=0.08281, over 12299.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2988, pruned_loss=0.06572, over 2473287.11 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06582, over 17261.52 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2921, pruned_loss=0.06558, over 2468605.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.06076, over 7996.13 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2989, pruned_loss=0.06535, over 2473453.26 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06506, over 18274.46 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 20:53:44,209 INFO [train.py:927] (3/8) Epoch 14, batch 22150, giga_loss[loss=0.2472, simple_loss=0.3141, pruned_loss=0.0902, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.04036, over 33.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2996, pruned_loss=0.06639, over 2472464.43 frames. utt_duration=594 frames, utt_pad_proportion=0.06487, over 16692.39 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2922, pruned_loss=0.06557, over 2468515.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.0603, over 7985.21 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06612, over 2472681.40 frames. utt_duration=564.2 frames, utt_pad_proportion=0.0645, over 17577.83 utterances.], batch size: 33, lr: 2.74e-04
2022-08-29 20:55:26,417 INFO [train.py:927] (3/8) Epoch 14, batch 22200, giga_loss[loss=0.2044, simple_loss=0.2977, pruned_loss=0.05554, over 12385.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.03274, over 104.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2993, pruned_loss=0.06581, over 2471634.57 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06643, over 16291.13 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2918, pruned_loss=0.06536, over 2468278.41 frames. utt_duration=1244 frames, utt_pad_proportion=0.05893, over 7948.32 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2999, pruned_loss=0.06579, over 2472166.74 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06669, over 17341.08 utterances.], batch size: 104, lr: 2.74e-04
2022-08-29 20:57:08,679 INFO [train.py:927] (3/8) Epoch 14, batch 22250, giga_loss[loss=0.2073, simple_loss=0.2918, pruned_loss=0.06139, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03628, over 43.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2984, pruned_loss=0.06559, over 2472401.07 frames. utt_duration=602.1 frames, utt_pad_proportion=0.06796, over 16466.09 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2917, pruned_loss=0.06527, over 2468420.09 frames. utt_duration=1248 frames, utt_pad_proportion=0.05736, over 7922.50 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2992, pruned_loss=0.06566, over 2472826.86 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06879, over 17596.41 utterances.], batch size: 43, lr: 2.74e-04
2022-08-29 20:58:52,512 INFO [train.py:927] (3/8) Epoch 14, batch 22300, giga_loss[loss=0.1768, simple_loss=0.2654, pruned_loss=0.0441, over 12360.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02932, over 70.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2964, pruned_loss=0.06441, over 2472037.87 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06771, over 16472.39 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06557, over 2468319.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06165, over 7993.86 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2967, pruned_loss=0.06418, over 2472539.67 frames. utt_duration=569.1 frames, utt_pad_proportion=0.0669, over 17426.00 utterances.], batch size: 70, lr: 2.74e-04
2022-08-29 21:00:32,936 INFO [train.py:927] (3/8) Epoch 14, batch 22350, libri_loss[loss=0.1761, simple_loss=0.2483, pruned_loss=0.05199, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01089, over 28.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.295, pruned_loss=0.06388, over 2472295.14 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06708, over 16872.39 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2918, pruned_loss=0.06544, over 2468614.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06061, over 7969.16 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2957, pruned_loss=0.06379, over 2472510.95 frames. utt_duration=554.9 frames, utt_pad_proportion=0.067, over 17870.46 utterances.], batch size: 28, lr: 2.74e-04
2022-08-29 21:02:14,822 INFO [train.py:927] (3/8) Epoch 14, batch 22400, giga_loss[loss=0.1644, simple_loss=0.2548, pruned_loss=0.03697, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.292, pruned_loss=0.06263, over 2472640.67 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06521, over 16876.86 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2916, pruned_loss=0.06533, over 2468894.32 frames. utt_duration=1241 frames, utt_pad_proportion=0.05963, over 7967.17 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2929, pruned_loss=0.06258, over 2472690.00 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06568, over 17963.47 utterances.], batch size: 70, lr: 2.74e-04
2022-08-29 21:03:55,812 INFO [train.py:927] (3/8) Epoch 14, batch 22450, giga_loss[loss=0.2083, simple_loss=0.2868, pruned_loss=0.06497, over 12467.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03448, over 86.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2891, pruned_loss=0.06135, over 2473179.62 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06272, over 16651.12 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2919, pruned_loss=0.06566, over 2468945.97 frames. utt_duration=1242 frames, utt_pad_proportion=0.05864, over 7961.28 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2894, pruned_loss=0.06091, over 2473260.67 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06373, over 17768.29 utterances.], batch size: 86, lr: 2.74e-04
2022-08-29 21:05:37,015 INFO [train.py:927] (3/8) Epoch 14, batch 22500, giga_loss[loss=0.1648, simple_loss=0.2407, pruned_loss=0.04444, over 12233.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03209, over 42.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2869, pruned_loss=0.05992, over 2472276.63 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06284, over 16608.21 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2923, pruned_loss=0.06573, over 2468251.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.0615, over 7986.84 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2867, pruned_loss=0.0593, over 2473122.37 frames. utt_duration=555.9 frames, utt_pad_proportion=0.0625, over 17844.03 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 21:07:17,656 INFO [train.py:927] (3/8) Epoch 14, batch 22550, giga_loss[loss=0.2242, simple_loss=0.3098, pruned_loss=0.06927, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07328, over 212.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2873, pruned_loss=0.05935, over 2471919.93 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05787, over 16452.38 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2921, pruned_loss=0.0656, over 2468213.54 frames. utt_duration=1240 frames, utt_pad_proportion=0.06106, over 7971.01 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2872, pruned_loss=0.05892, over 2472648.71 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05806, over 17513.41 utterances.], batch size: 212, lr: 2.74e-04
2022-08-29 21:08:58,638 INFO [train.py:927] (3/8) Epoch 14, batch 22600, giga_loss[loss=0.201, simple_loss=0.2904, pruned_loss=0.05581, over 12402.00 frames. utt_duration=512.9 frames, utt_pad_proportion=0.0286, over 97.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2879, pruned_loss=0.05881, over 2472169.12 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05676, over 16508.05 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2918, pruned_loss=0.06559, over 2468117.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06018, over 7939.85 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.288, pruned_loss=0.05837, over 2472916.91 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05728, over 17526.71 utterances.], batch size: 97, lr: 2.74e-04
2022-08-29 21:10:36,966 INFO [train.py:927] (3/8) Epoch 14, batch 22650, giga_loss[loss=0.2041, simple_loss=0.2901, pruned_loss=0.05899, over 12359.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2878, pruned_loss=0.05833, over 2473131.63 frames. utt_duration=578.3 frames, utt_pad_proportion=0.0552, over 17150.03 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2919, pruned_loss=0.06557, over 2468063.38 frames. utt_duration=1248 frames, utt_pad_proportion=0.05926, over 7923.17 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2877, pruned_loss=0.05788, over 2473874.66 frames. utt_duration=546.7 frames, utt_pad_proportion=0.05603, over 18150.85 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 21:12:18,105 INFO [train.py:927] (3/8) Epoch 14, batch 22700, libri_loss[loss=0.2041, simple_loss=0.2954, pruned_loss=0.05634, over 12373.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.006736, over 34.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2887, pruned_loss=0.05884, over 2473050.72 frames. utt_duration=554.4 frames, utt_pad_proportion=0.05326, over 17893.35 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2919, pruned_loss=0.06547, over 2467923.57 frames. utt_duration=1249 frames, utt_pad_proportion=0.05845, over 7911.05 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2886, pruned_loss=0.0584, over 2473910.15 frames. utt_duration=523.9 frames, utt_pad_proportion=0.05428, over 18942.56 utterances.], batch size: 34, lr: 2.74e-04
2022-08-29 21:13:58,110 INFO [train.py:927] (3/8) Epoch 14, batch 22750, giga_loss[loss=0.2184, simple_loss=0.3182, pruned_loss=0.05925, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.29, pruned_loss=0.05931, over 2473958.69 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05107, over 17777.70 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2919, pruned_loss=0.06565, over 2468200.41 frames. utt_duration=1252 frames, utt_pad_proportion=0.05756, over 7895.87 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2898, pruned_loss=0.05868, over 2474497.54 frames. utt_duration=527.8 frames, utt_pad_proportion=0.05229, over 18808.40 utterances.], batch size: 122, lr: 2.74e-04
2022-08-29 21:15:40,164 INFO [train.py:927] (3/8) Epoch 14, batch 22800, giga_loss[loss=0.1973, simple_loss=0.2843, pruned_loss=0.05511, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2903, pruned_loss=0.05959, over 2473359.54 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05114, over 17294.28 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.291, pruned_loss=0.06536, over 2468087.86 frames. utt_duration=1261 frames, utt_pad_proportion=0.05561, over 7838.37 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.291, pruned_loss=0.05908, over 2474141.72 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05282, over 18630.88 utterances.], batch size: 54, lr: 2.74e-04
2022-08-29 21:17:23,286 INFO [train.py:927] (3/8) Epoch 14, batch 22850, giga_loss[loss=0.198, simple_loss=0.2865, pruned_loss=0.05475, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02703, over 48.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2913, pruned_loss=0.05967, over 2473678.23 frames. utt_duration=566.7 frames, utt_pad_proportion=0.0548, over 17506.09 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2907, pruned_loss=0.06523, over 2468183.10 frames. utt_duration=1263 frames, utt_pad_proportion=0.05528, over 7827.85 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.292, pruned_loss=0.05929, over 2474285.66 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05603, over 18702.32 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 21:19:03,710 INFO [train.py:927] (3/8) Epoch 14, batch 22900, giga_loss[loss=0.1861, simple_loss=0.2609, pruned_loss=0.05561, over 12296.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02795, over 45.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2909, pruned_loss=0.05965, over 2473694.37 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05254, over 17009.70 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2905, pruned_loss=0.06521, over 2468334.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05516, over 7825.55 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2917, pruned_loss=0.05923, over 2474159.81 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05369, over 18171.76 utterances.], batch size: 45, lr: 2.74e-04
2022-08-29 21:20:48,935 INFO [train.py:927] (3/8) Epoch 14, batch 22950, giga_loss[loss=0.1882, simple_loss=0.2797, pruned_loss=0.04838, over 12333.00 frames. utt_duration=749 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.289, pruned_loss=0.05935, over 2473169.15 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05292, over 16797.37 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2901, pruned_loss=0.06503, over 2468526.24 frames. utt_duration=1256 frames, utt_pad_proportion=0.05845, over 7871.96 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.29, pruned_loss=0.05903, over 2473507.39 frames. utt_duration=553 frames, utt_pad_proportion=0.05249, over 17941.25 utterances.], batch size: 66, lr: 2.74e-04
2022-08-29 21:22:27,276 INFO [train.py:927] (3/8) Epoch 14, batch 23000, giga_loss[loss=0.2175, simple_loss=0.2985, pruned_loss=0.0683, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03, over 42.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2883, pruned_loss=0.05859, over 2473677.37 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05577, over 16960.18 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2899, pruned_loss=0.06498, over 2468737.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05725, over 7843.12 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2892, pruned_loss=0.05823, over 2473900.63 frames. utt_duration=547 frames, utt_pad_proportion=0.05568, over 18141.19 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 21:24:04,948 INFO [train.py:927] (3/8) Epoch 14, batch 23050, giga_loss[loss=0.1863, simple_loss=0.2684, pruned_loss=0.05208, over 12426.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04904, over 34.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2895, pruned_loss=0.05879, over 2473167.87 frames. utt_duration=574 frames, utt_pad_proportion=0.05975, over 17279.01 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2902, pruned_loss=0.06508, over 2468608.18 frames. utt_duration=1253 frames, utt_pad_proportion=0.06024, over 7891.83 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.29, pruned_loss=0.05822, over 2473590.67 frames. utt_duration=537.1 frames, utt_pad_proportion=0.0582, over 18473.89 utterances.], batch size: 34, lr: 2.74e-04
2022-08-29 21:25:43,814 INFO [train.py:927] (3/8) Epoch 14, batch 23100, giga_loss[loss=0.2, simple_loss=0.2811, pruned_loss=0.05944, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02907, over 48.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2887, pruned_loss=0.05916, over 2473045.96 frames. utt_duration=582 frames, utt_pad_proportion=0.05651, over 17042.30 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2904, pruned_loss=0.06522, over 2468798.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.0601, over 7899.85 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05854, over 2473250.36 frames. utt_duration=549.4 frames, utt_pad_proportion=0.05549, over 18054.90 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 21:27:22,634 INFO [train.py:927] (3/8) Epoch 14, batch 23150, giga_loss[loss=0.2093, simple_loss=0.2949, pruned_loss=0.06186, over 12316.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03528, over 58.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.287, pruned_loss=0.05866, over 2473542.10 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05348, over 17151.34 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2904, pruned_loss=0.0652, over 2468841.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.05989, over 7891.35 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2871, pruned_loss=0.05816, over 2473683.20 frames. utt_duration=551.4 frames, utt_pad_proportion=0.05289, over 17992.23 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:29:02,411 INFO [train.py:927] (3/8) Epoch 14, batch 23200, giga_loss[loss=0.1607, simple_loss=0.249, pruned_loss=0.03623, over 12427.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2848, pruned_loss=0.05815, over 2473385.96 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05535, over 17357.85 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2907, pruned_loss=0.06524, over 2468712.43 frames. utt_duration=1255 frames, utt_pad_proportion=0.05919, over 7878.05 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2846, pruned_loss=0.05763, over 2473687.65 frames. utt_duration=546.1 frames, utt_pad_proportion=0.05508, over 18170.53 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 21:30:43,350 INFO [train.py:927] (3/8) Epoch 14, batch 23250, libri_loss[loss=0.2228, simple_loss=0.3053, pruned_loss=0.07014, over 12364.00 frames. utt_duration=952.8 frames, utt_pad_proportion=0.07405, over 52.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2809, pruned_loss=0.05662, over 2473344.28 frames. utt_duration=575.5 frames, utt_pad_proportion=0.05288, over 17237.12 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2906, pruned_loss=0.06515, over 2468615.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.05886, over 7875.99 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2807, pruned_loss=0.05616, over 2473726.59 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05285, over 18013.79 utterances.], batch size: 52, lr: 2.74e-04
2022-08-29 21:32:23,438 INFO [train.py:927] (3/8) Epoch 14, batch 23300, libri_loss[loss=0.2248, simple_loss=0.3083, pruned_loss=0.07062, over 12396.00 frames. utt_duration=776.4 frames, utt_pad_proportion=0.1187, over 64.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2826, pruned_loss=0.05709, over 2472333.88 frames. utt_duration=571.1 frames, utt_pad_proportion=0.05646, over 17363.47 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2908, pruned_loss=0.06522, over 2468366.96 frames. utt_duration=1252 frames, utt_pad_proportion=0.05889, over 7893.89 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2821, pruned_loss=0.05655, over 2472914.53 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05627, over 18093.25 utterances.], batch size: 64, lr: 2.74e-04
2022-08-29 21:34:03,437 INFO [train.py:927] (3/8) Epoch 14, batch 23350, giga_loss[loss=0.2082, simple_loss=0.3019, pruned_loss=0.05726, over 12438.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03709, over 133.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2854, pruned_loss=0.05816, over 2472725.53 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05849, over 17819.58 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2907, pruned_loss=0.06514, over 2468240.13 frames. utt_duration=1254 frames, utt_pad_proportion=0.0587, over 7883.42 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2851, pruned_loss=0.05778, over 2473301.21 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05833, over 18438.09 utterances.], batch size: 133, lr: 2.74e-04
2022-08-29 21:35:43,157 INFO [train.py:927] (3/8) Epoch 14, batch 23400, giga_loss[loss=0.1979, simple_loss=0.2835, pruned_loss=0.0561, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03063, over 42.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2872, pruned_loss=0.05875, over 2472454.38 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05951, over 17202.74 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2908, pruned_loss=0.06511, over 2468216.90 frames. utt_duration=1248 frames, utt_pad_proportion=0.06117, over 7919.99 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2867, pruned_loss=0.05827, over 2473063.35 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05845, over 17974.47 utterances.], batch size: 42, lr: 2.74e-04
2022-08-29 21:37:30,809 INFO [train.py:927] (3/8) Epoch 14, batch 23450, giga_loss[loss=0.2027, simple_loss=0.2898, pruned_loss=0.05783, over 12473.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02949, over 55.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2936, pruned_loss=0.06304, over 2472879.03 frames. utt_duration=570.4 frames, utt_pad_proportion=0.0595, over 17387.74 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2917, pruned_loss=0.06538, over 2468170.62 frames. utt_duration=1248 frames, utt_pad_proportion=0.06046, over 7920.74 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2924, pruned_loss=0.06233, over 2473485.19 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05896, over 18178.71 utterances.], batch size: 55, lr: 2.74e-04
2022-08-29 21:39:12,737 INFO [train.py:927] (3/8) Epoch 14, batch 23500, giga_loss[loss=0.3219, simple_loss=0.3719, pruned_loss=0.136, over 12408.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07259, over 212.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3001, pruned_loss=0.06764, over 2473305.05 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06997, over 18617.61 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2916, pruned_loss=0.06531, over 2468436.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.05937, over 7886.10 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2993, pruned_loss=0.06715, over 2473654.15 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06964, over 19507.69 utterances.], batch size: 212, lr: 2.74e-04
2022-08-29 21:40:57,942 INFO [train.py:927] (3/8) Epoch 14, batch 23550, libri_loss[loss=0.2283, simple_loss=0.3077, pruned_loss=0.07447, over 12261.00 frames. utt_duration=963 frames, utt_pad_proportion=0.06418, over 51.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3055, pruned_loss=0.0717, over 2473510.96 frames. utt_duration=525.8 frames, utt_pad_proportion=0.07108, over 18870.55 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2915, pruned_loss=0.06523, over 2468291.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05829, over 7867.00 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3053, pruned_loss=0.07149, over 2474082.24 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07126, over 19895.16 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:42:43,109 INFO [train.py:927] (3/8) Epoch 14, batch 23600, giga_loss[loss=0.2054, simple_loss=0.2965, pruned_loss=0.05719, over 12404.00 frames. utt_duration=662.8 frames, utt_pad_proportion=0.03528, over 75.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.0752, over 2474100.22 frames. utt_duration=488.2 frames, utt_pad_proportion=0.0778, over 20331.79 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2915, pruned_loss=0.0653, over 2468555.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.06191, over 7926.54 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3101, pruned_loss=0.07512, over 2474412.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07664, over 21291.97 utterances.], batch size: 75, lr: 2.74e-04
2022-08-29 21:44:29,642 INFO [train.py:927] (3/8) Epoch 14, batch 23650, giga_loss[loss=0.2791, simple_loss=0.3485, pruned_loss=0.1049, over 12399.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03859, over 113.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3155, pruned_loss=0.08022, over 2474240.11 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08657, over 22083.24 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2918, pruned_loss=0.06536, over 2468348.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.06155, over 7939.60 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3156, pruned_loss=0.08028, over 2474760.59 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08566, over 23017.85 utterances.], batch size: 113, lr: 2.74e-04
2022-08-29 21:46:20,700 INFO [train.py:927] (3/8) Epoch 14, batch 23700, giga_loss[loss=0.2504, simple_loss=0.3281, pruned_loss=0.08637, over 12404.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05078, over 161.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3192, pruned_loss=0.08257, over 2474006.59 frames. utt_duration=448 frames, utt_pad_proportion=0.08289, over 22163.79 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.292, pruned_loss=0.06538, over 2468248.54 frames. utt_duration=1246 frames, utt_pad_proportion=0.06108, over 7935.20 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3193, pruned_loss=0.08274, over 2474551.97 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08252, over 23024.93 utterances.], batch size: 161, lr: 2.74e-04
2022-08-29 21:48:07,306 INFO [train.py:927] (3/8) Epoch 14, batch 23750, giga_loss[loss=0.2023, simple_loss=0.2986, pruned_loss=0.053, over 12142.00 frames. utt_duration=1736 frames, utt_pad_proportion=0.04575, over 28.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3206, pruned_loss=0.08427, over 2474180.33 frames. utt_duration=439 frames, utt_pad_proportion=0.0811, over 22619.71 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2919, pruned_loss=0.06526, over 2468005.71 frames. utt_duration=1248 frames, utt_pad_proportion=0.06063, over 7920.89 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.321, pruned_loss=0.08466, over 2474877.11 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08106, over 23437.08 utterances.], batch size: 28, lr: 2.74e-04
2022-08-29 21:49:51,759 INFO [train.py:927] (3/8) Epoch 14, batch 23800, giga_loss[loss=0.3046, simple_loss=0.3646, pruned_loss=0.1223, over 12417.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07606, over 213.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3228, pruned_loss=0.0853, over 2474434.52 frames. utt_duration=431.1 frames, utt_pad_proportion=0.08069, over 23036.90 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2919, pruned_loss=0.06507, over 2467956.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.06015, over 7907.11 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3235, pruned_loss=0.08604, over 2475119.13 frames. utt_duration=415.8 frames, utt_pad_proportion=0.0809, over 23891.80 utterances.], batch size: 213, lr: 2.74e-04
2022-08-29 21:51:36,996 INFO [train.py:927] (3/8) Epoch 14, batch 23850, giga_loss[loss=0.1958, simple_loss=0.2895, pruned_loss=0.05102, over 12390.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.02958, over 58.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3223, pruned_loss=0.08472, over 2474424.16 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08024, over 22626.36 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2919, pruned_loss=0.06502, over 2468237.55 frames. utt_duration=1240 frames, utt_pad_proportion=0.06357, over 7969.89 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3241, pruned_loss=0.08613, over 2474948.91 frames. utt_duration=417 frames, utt_pad_proportion=0.07964, over 23824.33 utterances.], batch size: 58, lr: 2.74e-04
2022-08-29 21:53:27,702 INFO [train.py:927] (3/8) Epoch 14, batch 23900, giga_loss[loss=0.2282, simple_loss=0.3141, pruned_loss=0.07116, over 12344.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3211, pruned_loss=0.08299, over 2474947.46 frames. utt_duration=430 frames, utt_pad_proportion=0.08357, over 23101.71 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2915, pruned_loss=0.06489, over 2468369.47 frames. utt_duration=1246 frames, utt_pad_proportion=0.0624, over 7935.99 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3234, pruned_loss=0.08464, over 2475410.36 frames. utt_duration=407 frames, utt_pad_proportion=0.08339, over 24414.78 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 21:55:12,577 INFO [train.py:927] (3/8) Epoch 14, batch 23950, giga_loss[loss=0.2129, simple_loss=0.3014, pruned_loss=0.06216, over 12358.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03504, over 104.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3179, pruned_loss=0.08098, over 2474695.83 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08175, over 22613.01 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2911, pruned_loss=0.06494, over 2468447.43 frames. utt_duration=1252 frames, utt_pad_proportion=0.06087, over 7894.21 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3212, pruned_loss=0.08288, over 2475224.22 frames. utt_duration=410 frames, utt_pad_proportion=0.08236, over 24236.96 utterances.], batch size: 104, lr: 2.74e-04
2022-08-29 21:56:57,122 INFO [train.py:927] (3/8) Epoch 14, batch 24000, giga_loss[loss=0.2208, simple_loss=0.3072, pruned_loss=0.06714, over 12322.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03505, over 51.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3161, pruned_loss=0.0797, over 2474893.75 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07937, over 21853.35 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06491, over 2468536.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.05947, over 7874.69 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3193, pruned_loss=0.08164, over 2475385.39 frames. utt_duration=421.9 frames, utt_pad_proportion=0.08065, over 23548.75 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 21:56:57,123 INFO [train.py:958] (3/8) Computing validation loss
2022-08-29 21:57:11,043 INFO [train.py:967] (3/8) Epoch 14, validation: loss=0.1738, simple_loss=0.284, pruned_loss=0.03175, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-29 21:59:05,299 INFO [train.py:927] (3/8) Epoch 14, batch 24050, giga_loss[loss=0.2093, simple_loss=0.2953, pruned_loss=0.06163, over 12345.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03007, over 48.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3146, pruned_loss=0.07815, over 2475125.96 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07861, over 21502.66 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2914, pruned_loss=0.06513, over 2468359.37 frames. utt_duration=1246 frames, utt_pad_proportion=0.06287, over 7934.13 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3173, pruned_loss=0.07974, over 2475798.04 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07889, over 23042.52 utterances.], batch size: 48, lr: 2.74e-04
2022-08-29 22:00:49,350 INFO [train.py:927] (3/8) Epoch 14, batch 24100, giga_loss[loss=0.2611, simple_loss=0.3411, pruned_loss=0.09054, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04116, over 113.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3145, pruned_loss=0.07584, over 2474326.38 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07925, over 20993.71 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2914, pruned_loss=0.06497, over 2467906.29 frames. utt_duration=1250 frames, utt_pad_proportion=0.06169, over 7904.08 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3172, pruned_loss=0.0775, over 2475401.83 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07989, over 22543.02 utterances.], batch size: 113, lr: 2.74e-04
2022-08-29 22:02:34,548 INFO [train.py:927] (3/8) Epoch 14, batch 24150, giga_loss[loss=0.2545, simple_loss=0.3368, pruned_loss=0.08615, over 12395.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02644, over 91.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3152, pruned_loss=0.07656, over 2474100.46 frames. utt_duration=475 frames, utt_pad_proportion=0.07491, over 20898.58 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2911, pruned_loss=0.06486, over 2467845.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.06127, over 7885.10 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3178, pruned_loss=0.07805, over 2475043.57 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07585, over 22243.91 utterances.], batch size: 91, lr: 2.74e-04
2022-08-29 22:04:18,277 INFO [train.py:927] (3/8) Epoch 14, batch 24200, giga_loss[loss=0.2171, simple_loss=0.2976, pruned_loss=0.06829, over 12336.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03118, over 62.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3132, pruned_loss=0.07623, over 2474474.77 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07492, over 21049.38 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2914, pruned_loss=0.06508, over 2467836.63 frames. utt_duration=1243 frames, utt_pad_proportion=0.06497, over 7954.28 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3152, pruned_loss=0.07732, over 2475275.62 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07456, over 22157.13 utterances.], batch size: 62, lr: 2.74e-04
2022-08-29 22:06:03,986 INFO [train.py:927] (3/8) Epoch 14, batch 24250, giga_loss[loss=0.234, simple_loss=0.3212, pruned_loss=0.07342, over 12372.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03331, over 122.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3128, pruned_loss=0.07608, over 2474487.05 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07985, over 22058.13 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2913, pruned_loss=0.06501, over 2467975.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.06421, over 7941.03 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3147, pruned_loss=0.07714, over 2475091.17 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07968, over 23127.97 utterances.], batch size: 122, lr: 2.74e-04
2022-08-29 22:07:46,668 INFO [train.py:927] (3/8) Epoch 14, batch 24300, giga_loss[loss=0.215, simple_loss=0.3066, pruned_loss=0.06171, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3114, pruned_loss=0.074, over 2473939.15 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07574, over 21016.03 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2912, pruned_loss=0.06497, over 2467846.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.06374, over 7926.67 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3132, pruned_loss=0.07497, over 2474595.17 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07595, over 21990.49 utterances.], batch size: 113, lr: 2.74e-04
2022-08-29 22:09:31,214 INFO [train.py:927] (3/8) Epoch 14, batch 24350, giga_loss[loss=0.2834, simple_loss=0.3469, pruned_loss=0.11, over 12400.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3092, pruned_loss=0.0732, over 2473951.81 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07802, over 20870.20 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2909, pruned_loss=0.06473, over 2467749.14 frames. utt_duration=1252 frames, utt_pad_proportion=0.06198, over 7893.90 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3116, pruned_loss=0.07452, over 2474795.83 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07883, over 22198.31 utterances.], batch size: 259, lr: 2.74e-04
2022-08-29 22:11:13,527 INFO [train.py:927] (3/8) Epoch 14, batch 24400, giga_loss[loss=0.2145, simple_loss=0.2888, pruned_loss=0.0701, over 12318.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.0315, over 51.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3079, pruned_loss=0.07268, over 2473977.16 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07466, over 20210.24 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2913, pruned_loss=0.06478, over 2468027.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.0595, over 7872.21 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3105, pruned_loss=0.07417, over 2474740.84 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07659, over 22004.04 utterances.], batch size: 51, lr: 2.74e-04
2022-08-29 22:12:59,020 INFO [train.py:927] (3/8) Epoch 14, batch 24450, giga_loss[loss=0.2633, simple_loss=0.3215, pruned_loss=0.1026, over 12385.00 frames. utt_duration=195 frames, utt_pad_proportion=0.0974, over 256.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3067, pruned_loss=0.07282, over 2474469.82 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07525, over 20185.67 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2913, pruned_loss=0.06479, over 2468056.17 frames. utt_duration=1255 frames, utt_pad_proportion=0.0589, over 7876.99 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07422, over 2475205.08 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07718, over 21958.06 utterances.], batch size: 256, lr: 2.74e-04
2022-08-29 22:14:44,185 INFO [train.py:927] (3/8) Epoch 14, batch 24500, giga_loss[loss=0.2422, simple_loss=0.3223, pruned_loss=0.08109, over 12449.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04071, over 146.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.07384, over 2473490.56 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07472, over 20601.11 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2912, pruned_loss=0.06473, over 2467848.25 frames. utt_duration=1253 frames, utt_pad_proportion=0.059, over 7885.96 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07511, over 2474326.23 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07629, over 22154.48 utterances.], batch size: 146, lr: 2.74e-04
2022-08-29 22:16:26,531 INFO [train.py:927] (3/8) Epoch 14, batch 24550, libri_loss[loss=0.2837, simple_loss=0.3558, pruned_loss=0.1058, over 12433.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03456, over 46.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3069, pruned_loss=0.0731, over 2474197.87 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06861, over 20071.02 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2916, pruned_loss=0.06497, over 2467986.98 frames. utt_duration=1253 frames, utt_pad_proportion=0.05856, over 7889.28 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3086, pruned_loss=0.07402, over 2474835.29 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0705, over 21520.84 utterances.], batch size: 46, lr: 2.74e-04
2022-08-29 22:18:11,157 INFO [train.py:927] (3/8) Epoch 14, batch 24600, giga_loss[loss=0.23, simple_loss=0.3009, pruned_loss=0.07959, over 12406.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07315, over 2474553.05 frames. utt_duration=495 frames, utt_pad_proportion=0.06824, over 20056.12 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2917, pruned_loss=0.06509, over 2467920.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.05742, over 7884.61 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3091, pruned_loss=0.07401, over 2475293.14 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07025, over 21596.98 utterances.], batch size: 182, lr: 2.74e-04
2022-08-29 22:19:56,062 INFO [train.py:927] (3/8) Epoch 14, batch 24650, giga_loss[loss=0.1989, simple_loss=0.2921, pruned_loss=0.05286, over 12421.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03336, over 75.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07452, over 2475037.90 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06882, over 20170.58 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2919, pruned_loss=0.0652, over 2468243.15 frames. utt_duration=1242 frames, utt_pad_proportion=0.06135, over 7961.03 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3103, pruned_loss=0.07525, over 2475473.26 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06924, over 21534.94 utterances.], batch size: 75, lr: 2.73e-04
2022-08-29 22:21:41,381 INFO [train.py:927] (3/8) Epoch 14, batch 24700, giga_loss[loss=0.1948, simple_loss=0.2836, pruned_loss=0.053, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03038, over 97.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3094, pruned_loss=0.07619, over 2475181.83 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07351, over 20788.86 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06509, over 2468167.98 frames. utt_duration=1245 frames, utt_pad_proportion=0.0607, over 7940.67 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3111, pruned_loss=0.07703, over 2475682.09 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07385, over 22059.85 utterances.], batch size: 97, lr: 2.73e-04
2022-08-29 22:23:23,854 INFO [train.py:927] (3/8) Epoch 14, batch 24750, giga_loss[loss=0.2046, simple_loss=0.2956, pruned_loss=0.05677, over 12381.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02612, over 66.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3076, pruned_loss=0.07537, over 2474715.98 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07324, over 20359.63 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2908, pruned_loss=0.06475, over 2467885.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05923, over 7889.52 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3103, pruned_loss=0.0767, over 2475560.35 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07413, over 21819.76 utterances.], batch size: 66, lr: 2.73e-04
2022-08-29 22:25:05,737 INFO [train.py:927] (3/8) Epoch 14, batch 24800, giga_loss[loss=0.2421, simple_loss=0.3164, pruned_loss=0.08386, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07068, over 212.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3091, pruned_loss=0.07606, over 2474690.07 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07926, over 21228.61 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2903, pruned_loss=0.06461, over 2467463.50 frames. utt_duration=1261 frames, utt_pad_proportion=0.05751, over 7836.91 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3123, pruned_loss=0.07766, over 2475968.22 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08027, over 22904.14 utterances.], batch size: 212, lr: 2.73e-04
2022-08-29 22:26:51,323 INFO [train.py:927] (3/8) Epoch 14, batch 24850, giga_loss[loss=0.2453, simple_loss=0.3193, pruned_loss=0.08568, over 12437.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04163, over 146.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3073, pruned_loss=0.07444, over 2474002.21 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07868, over 20707.75 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2905, pruned_loss=0.06462, over 2467670.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05683, over 7832.39 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3099, pruned_loss=0.07583, over 2474936.11 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07985, over 22206.68 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 22:28:37,430 INFO [train.py:927] (3/8) Epoch 14, batch 24900, giga_loss[loss=0.2132, simple_loss=0.3042, pruned_loss=0.06108, over 12357.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.0416, over 113.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3072, pruned_loss=0.07445, over 2474929.66 frames. utt_duration=489 frames, utt_pad_proportion=0.07543, over 20306.52 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2905, pruned_loss=0.06453, over 2467675.19 frames. utt_duration=1263 frames, utt_pad_proportion=0.05661, over 7826.22 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07568, over 2475691.64 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07665, over 21545.81 utterances.], batch size: 113, lr: 2.73e-04
2022-08-29 22:30:23,345 INFO [train.py:927] (3/8) Epoch 14, batch 24950, giga_loss[loss=0.2357, simple_loss=0.3342, pruned_loss=0.06864, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04315, over 114.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07484, over 2474531.39 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07814, over 20430.53 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2904, pruned_loss=0.06454, over 2467617.24 frames. utt_duration=1259 frames, utt_pad_proportion=0.05907, over 7848.34 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3126, pruned_loss=0.0763, over 2475536.75 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07846, over 21994.28 utterances.], batch size: 114, lr: 2.73e-04
2022-08-29 22:32:07,884 INFO [train.py:927] (3/8) Epoch 14, batch 25000, giga_loss[loss=0.2341, simple_loss=0.3223, pruned_loss=0.07298, over 12420.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02727, over 58.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3125, pruned_loss=0.07526, over 2474275.70 frames. utt_duration=498.9 frames, utt_pad_proportion=0.07445, over 19897.20 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2905, pruned_loss=0.06464, over 2467499.42 frames. utt_duration=1256 frames, utt_pad_proportion=0.05924, over 7867.53 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3147, pruned_loss=0.07645, over 2475258.93 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07497, over 21277.56 utterances.], batch size: 58, lr: 2.73e-04
2022-08-29 22:33:52,473 INFO [train.py:927] (3/8) Epoch 14, batch 25050, giga_loss[loss=0.2917, simple_loss=0.3474, pruned_loss=0.118, over 12356.00 frames. utt_duration=134 frames, utt_pad_proportion=0.212, over 373.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3138, pruned_loss=0.07641, over 2474300.42 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07862, over 20483.80 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2907, pruned_loss=0.06466, over 2467858.05 frames. utt_duration=1252 frames, utt_pad_proportion=0.05944, over 7891.40 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3157, pruned_loss=0.07747, over 2474856.99 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07883, over 21707.86 utterances.], batch size: 373, lr: 2.73e-04
2022-08-29 22:35:38,538 INFO [train.py:927] (3/8) Epoch 14, batch 25100, giga_loss[loss=0.2119, simple_loss=0.2946, pruned_loss=0.06457, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3123, pruned_loss=0.07602, over 2474463.50 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07532, over 20138.78 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2907, pruned_loss=0.06461, over 2467978.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.05849, over 7890.31 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3145, pruned_loss=0.0773, over 2474998.41 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07619, over 21517.29 utterances.], batch size: 97, lr: 2.73e-04
2022-08-29 22:37:23,431 INFO [train.py:927] (3/8) Epoch 14, batch 25150, giga_loss[loss=0.2417, simple_loss=0.3179, pruned_loss=0.08271, over 12364.00 frames. utt_duration=477.1 frames, utt_pad_proportion=0.0343, over 104.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3108, pruned_loss=0.07593, over 2474258.96 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07368, over 19990.28 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2903, pruned_loss=0.06449, over 2467842.79 frames. utt_duration=1255 frames, utt_pad_proportion=0.05775, over 7873.23 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3136, pruned_loss=0.07741, over 2475024.89 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07494, over 21499.06 utterances.], batch size: 104, lr: 2.73e-04
2022-08-29 22:39:06,735 INFO [train.py:927] (3/8) Epoch 14, batch 25200, giga_loss[loss=0.2053, simple_loss=0.284, pruned_loss=0.06335, over 12466.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.311, pruned_loss=0.07677, over 2475110.67 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07184, over 19974.23 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2901, pruned_loss=0.06432, over 2467948.44 frames. utt_duration=1259 frames, utt_pad_proportion=0.05669, over 7850.69 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3138, pruned_loss=0.0784, over 2475772.78 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07342, over 21481.58 utterances.], batch size: 86, lr: 2.73e-04
2022-08-29 22:40:50,023 INFO [train.py:927] (3/8) Epoch 14, batch 25250, giga_loss[loss=0.2693, simple_loss=0.3328, pruned_loss=0.1029, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06325, over 183.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3093, pruned_loss=0.07629, over 2475305.96 frames. utt_duration=504.4 frames, utt_pad_proportion=0.07008, over 19685.22 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.29, pruned_loss=0.06424, over 2467975.38 frames. utt_duration=1258 frames, utt_pad_proportion=0.05663, over 7855.92 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.312, pruned_loss=0.07788, over 2475948.66 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07161, over 21103.86 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 22:42:32,160 INFO [train.py:927] (3/8) Epoch 14, batch 25300, giga_loss[loss=0.2286, simple_loss=0.3103, pruned_loss=0.07347, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02686, over 91.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3101, pruned_loss=0.07623, over 2475228.35 frames. utt_duration=513 frames, utt_pad_proportion=0.06579, over 19356.13 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2899, pruned_loss=0.06412, over 2467964.06 frames. utt_duration=1258 frames, utt_pad_proportion=0.0567, over 7859.36 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07787, over 2475914.39 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06736, over 20734.60 utterances.], batch size: 91, lr: 2.73e-04
2022-08-29 22:44:17,209 INFO [train.py:927] (3/8) Epoch 14, batch 25350, giga_loss[loss=0.2101, simple_loss=0.2963, pruned_loss=0.06196, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03402, over 85.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3105, pruned_loss=0.07687, over 2475356.65 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07071, over 20107.24 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2899, pruned_loss=0.06406, over 2467909.40 frames. utt_duration=1259 frames, utt_pad_proportion=0.05625, over 7851.79 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.0783, over 2475996.16 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07181, over 21290.89 utterances.], batch size: 85, lr: 2.73e-04
2022-08-29 22:46:01,817 INFO [train.py:927] (3/8) Epoch 14, batch 25400, giga_loss[loss=0.2792, simple_loss=0.348, pruned_loss=0.1052, over 12398.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06868, over 211.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.312, pruned_loss=0.07542, over 2475422.53 frames. utt_duration=520 frames, utt_pad_proportion=0.06588, over 19097.10 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2897, pruned_loss=0.06402, over 2467929.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05517, over 7822.71 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3146, pruned_loss=0.07691, over 2476098.02 frames. utt_duration=487.6 frames, utt_pad_proportion=0.06755, over 20373.09 utterances.], batch size: 211, lr: 2.73e-04
2022-08-29 22:47:47,167 INFO [train.py:927] (3/8) Epoch 14, batch 25450, giga_loss[loss=0.3187, simple_loss=0.3757, pruned_loss=0.1308, over 12382.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07012, over 211.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.314, pruned_loss=0.07608, over 2475208.02 frames. utt_duration=526.4 frames, utt_pad_proportion=0.0651, over 18862.65 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2897, pruned_loss=0.06409, over 2468039.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.0545, over 7803.47 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3164, pruned_loss=0.0774, over 2475760.32 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06682, over 20097.02 utterances.], batch size: 211, lr: 2.73e-04
2022-08-29 22:49:28,473 INFO [train.py:927] (3/8) Epoch 14, batch 25500, giga_loss[loss=0.2187, simple_loss=0.3087, pruned_loss=0.06431, over 12428.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.03247, over 26.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3148, pruned_loss=0.07725, over 2475512.33 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06597, over 19354.04 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2893, pruned_loss=0.06386, over 2468052.99 frames. utt_duration=1273 frames, utt_pad_proportion=0.05369, over 7765.78 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3177, pruned_loss=0.07879, over 2476103.66 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06761, over 20624.26 utterances.], batch size: 26, lr: 2.73e-04
2022-08-29 22:51:12,369 INFO [train.py:927] (3/8) Epoch 14, batch 25550, giga_loss[loss=0.2516, simple_loss=0.3234, pruned_loss=0.08986, over 12402.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05371, over 162.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3156, pruned_loss=0.07766, over 2475854.85 frames. utt_duration=488 frames, utt_pad_proportion=0.06772, over 20354.45 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2897, pruned_loss=0.06398, over 2468223.17 frames. utt_duration=1268 frames, utt_pad_proportion=0.05402, over 7797.01 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.318, pruned_loss=0.07903, over 2476301.85 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06889, over 21562.29 utterances.], batch size: 162, lr: 2.73e-04
2022-08-29 22:52:57,398 INFO [train.py:927] (3/8) Epoch 14, batch 25600, giga_loss[loss=0.2582, simple_loss=0.3226, pruned_loss=0.09694, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03251, over 39.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3166, pruned_loss=0.07642, over 2475488.02 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07067, over 20019.58 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06399, over 2468333.05 frames. utt_duration=1268 frames, utt_pad_proportion=0.0538, over 7793.03 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.318, pruned_loss=0.07753, over 2475769.47 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07158, over 21025.16 utterances.], batch size: 39, lr: 2.73e-04
2022-08-29 22:54:42,030 INFO [train.py:927] (3/8) Epoch 14, batch 25650, giga_loss[loss=0.2359, simple_loss=0.3219, pruned_loss=0.07488, over 12466.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03151, over 86.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3172, pruned_loss=0.07752, over 2475943.64 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07316, over 20933.17 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2902, pruned_loss=0.06396, over 2468605.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.05324, over 7786.18 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3187, pruned_loss=0.0786, over 2476019.07 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07403, over 21911.81 utterances.], batch size: 86, lr: 2.73e-04
2022-08-29 22:56:30,166 INFO [train.py:927] (3/8) Epoch 14, batch 25700, giga_loss[loss=0.2699, simple_loss=0.3212, pruned_loss=0.1093, over 12351.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2078, over 373.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3147, pruned_loss=0.077, over 2475625.60 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07847, over 21510.59 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2898, pruned_loss=0.06383, over 2468374.48 frames. utt_duration=1274 frames, utt_pad_proportion=0.05269, over 7761.52 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3167, pruned_loss=0.07814, over 2476004.73 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07919, over 22487.74 utterances.], batch size: 373, lr: 2.73e-04
2022-08-29 22:58:20,040 INFO [train.py:927] (3/8) Epoch 14, batch 25750, giga_loss[loss=0.22, simple_loss=0.2971, pruned_loss=0.07148, over 12320.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03116, over 85.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3135, pruned_loss=0.07703, over 2475784.97 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07813, over 21953.07 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2901, pruned_loss=0.06395, over 2468565.27 frames. utt_duration=1270 frames, utt_pad_proportion=0.05301, over 7785.96 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3152, pruned_loss=0.078, over 2476016.65 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07877, over 22880.37 utterances.], batch size: 85, lr: 2.73e-04
2022-08-29 23:00:02,226 INFO [train.py:927] (3/8) Epoch 14, batch 25800, giga_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05085, over 12429.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03087, over 80.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07671, over 2475439.04 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07476, over 21127.09 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.29, pruned_loss=0.06395, over 2468373.94 frames. utt_duration=1272 frames, utt_pad_proportion=0.05224, over 7774.31 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3138, pruned_loss=0.07773, over 2475947.59 frames. utt_duration=449.1 frames, utt_pad_proportion=0.0758, over 22127.60 utterances.], batch size: 80, lr: 2.73e-04
2022-08-29 23:01:44,579 INFO [train.py:927] (3/8) Epoch 14, batch 25850, giga_loss[loss=0.2247, simple_loss=0.3, pruned_loss=0.07471, over 12421.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05613, over 182.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3085, pruned_loss=0.07378, over 2474981.36 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07189, over 21156.60 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2896, pruned_loss=0.0637, over 2468105.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05212, over 7769.44 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.311, pruned_loss=0.07517, over 2475884.64 frames. utt_duration=443.4 frames, utt_pad_proportion=0.0731, over 22412.90 utterances.], batch size: 182, lr: 2.73e-04
2022-08-29 23:03:34,183 INFO [train.py:927] (3/8) Epoch 14, batch 25900, giga_loss[loss=0.2704, simple_loss=0.3379, pruned_loss=0.1014, over 12397.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3067, pruned_loss=0.07293, over 2474653.89 frames. utt_duration=459 frames, utt_pad_proportion=0.07423, over 21636.14 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06341, over 2467970.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05122, over 7733.56 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07452, over 2475631.86 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07543, over 22972.40 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 23:05:13,679 INFO [train.py:927] (3/8) Epoch 14, batch 25950, libri_loss[loss=0.1508, simple_loss=0.2342, pruned_loss=0.03366, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01058, over 28.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3045, pruned_loss=0.07204, over 2474559.83 frames. utt_duration=460 frames, utt_pad_proportion=0.07431, over 21587.31 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2883, pruned_loss=0.06305, over 2467749.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.05038, over 7692.59 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.07385, over 2475692.22 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07568, over 23004.16 utterances.], batch size: 28, lr: 2.73e-04
2022-08-29 23:06:54,201 INFO [train.py:927] (3/8) Epoch 14, batch 26000, giga_loss[loss=0.2513, simple_loss=0.3359, pruned_loss=0.08335, over 12419.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03967, over 123.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07304, over 2475320.52 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07339, over 21645.64 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.289, pruned_loss=0.06331, over 2467815.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05875, over 7835.51 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07452, over 2476375.89 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07223, over 23047.72 utterances.], batch size: 123, lr: 2.73e-04
2022-08-29 23:08:38,440 INFO [train.py:927] (3/8) Epoch 14, batch 26050, giga_loss[loss=0.2271, simple_loss=0.3117, pruned_loss=0.07125, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07319, over 2474897.69 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06779, over 20764.93 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06352, over 2467782.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.05857, over 7841.18 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07425, over 2475828.58 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06721, over 21984.01 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 23:10:21,606 INFO [train.py:927] (3/8) Epoch 14, batch 26100, giga_loss[loss=0.2745, simple_loss=0.3463, pruned_loss=0.1014, over 12387.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07404, over 212.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3081, pruned_loss=0.07375, over 2474846.40 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06984, over 20286.15 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2897, pruned_loss=0.06367, over 2467877.73 frames. utt_duration=1255 frames, utt_pad_proportion=0.06156, over 7877.71 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07483, over 2475785.87 frames. utt_duration=458 frames, utt_pad_proportion=0.06847, over 21692.83 utterances.], batch size: 212, lr: 2.73e-04
2022-08-29 23:12:06,637 INFO [train.py:927] (3/8) Epoch 14, batch 26150, giga_loss[loss=0.3117, simple_loss=0.3592, pruned_loss=0.1321, over 12399.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3094, pruned_loss=0.07477, over 2475497.59 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07499, over 20247.65 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2899, pruned_loss=0.06366, over 2467983.28 frames. utt_duration=1254 frames, utt_pad_proportion=0.06069, over 7882.09 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.311, pruned_loss=0.07583, over 2476275.29 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07398, over 21585.57 utterances.], batch size: 260, lr: 2.73e-04
2022-08-29 23:13:58,630 INFO [train.py:927] (3/8) Epoch 14, batch 26200, giga_loss[loss=0.246, simple_loss=0.323, pruned_loss=0.08448, over 12371.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06836, over 212.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3112, pruned_loss=0.07594, over 2476114.39 frames. utt_duration=461 frames, utt_pad_proportion=0.08008, over 21552.66 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2895, pruned_loss=0.06353, over 2467976.51 frames. utt_duration=1258 frames, utt_pad_proportion=0.06008, over 7854.01 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3131, pruned_loss=0.07705, over 2476840.19 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07931, over 22807.82 utterances.], batch size: 212, lr: 2.73e-04
2022-08-29 23:15:45,710 INFO [train.py:927] (3/8) Epoch 14, batch 26250, giga_loss[loss=0.3081, simple_loss=0.3542, pruned_loss=0.131, over 12374.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1921, over 364.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3104, pruned_loss=0.07581, over 2475974.80 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08104, over 21973.99 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2891, pruned_loss=0.06319, over 2467778.22 frames. utt_duration=1264 frames, utt_pad_proportion=0.05901, over 7819.93 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07729, over 2476945.76 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08083, over 23326.23 utterances.], batch size: 364, lr: 2.73e-04
2022-08-29 23:17:30,976 INFO [train.py:927] (3/8) Epoch 14, batch 26300, giga_loss[loss=0.2904, simple_loss=0.3499, pruned_loss=0.1155, over 12404.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06298, over 183.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3103, pruned_loss=0.07671, over 2476029.00 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07964, over 22141.25 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06303, over 2467555.01 frames. utt_duration=1266 frames, utt_pad_proportion=0.0586, over 7804.79 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07814, over 2477082.79 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07972, over 23354.46 utterances.], batch size: 183, lr: 2.73e-04
2022-08-29 23:19:17,481 INFO [train.py:927] (3/8) Epoch 14, batch 26350, giga_loss[loss=0.2329, simple_loss=0.3075, pruned_loss=0.0792, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3105, pruned_loss=0.07748, over 2475665.69 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07881, over 22403.90 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06291, over 2467437.23 frames. utt_duration=1268 frames, utt_pad_proportion=0.05855, over 7792.76 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3126, pruned_loss=0.07877, over 2476630.92 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07895, over 23428.67 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 23:21:02,984 INFO [train.py:927] (3/8) Epoch 14, batch 26400, giga_loss[loss=0.2415, simple_loss=0.3227, pruned_loss=0.0802, over 12445.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03158, over 80.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3099, pruned_loss=0.07684, over 2474735.80 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07369, over 21340.10 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2888, pruned_loss=0.06287, over 2466885.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.05772, over 7776.99 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3118, pruned_loss=0.07816, over 2476137.35 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07437, over 22418.23 utterances.], batch size: 80, lr: 2.73e-04
2022-08-29 23:22:47,235 INFO [train.py:927] (3/8) Epoch 14, batch 26450, giga_loss[loss=0.206, simple_loss=0.2833, pruned_loss=0.06441, over 12383.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.04063, over 40.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07769, over 2475077.19 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07253, over 21091.53 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06284, over 2466992.93 frames. utt_duration=1270 frames, utt_pad_proportion=0.05772, over 7781.69 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3131, pruned_loss=0.0791, over 2476288.99 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07327, over 22257.51 utterances.], batch size: 40, lr: 2.73e-04
2022-08-29 23:24:29,737 INFO [train.py:927] (3/8) Epoch 14, batch 26500, libri_loss[loss=0.2306, simple_loss=0.3123, pruned_loss=0.07445, over 12366.00 frames. utt_duration=774.2 frames, utt_pad_proportion=0.1202, over 64.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3105, pruned_loss=0.07808, over 2475175.68 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06972, over 20256.90 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.0628, over 2467024.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05689, over 7775.92 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3132, pruned_loss=0.0798, over 2476386.52 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07093, over 21671.19 utterances.], batch size: 64, lr: 2.73e-04
2022-08-29 23:26:13,148 INFO [train.py:927] (3/8) Epoch 14, batch 26550, giga_loss[loss=0.2526, simple_loss=0.3353, pruned_loss=0.08497, over 12397.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3102, pruned_loss=0.07722, over 2475401.37 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06544, over 19810.67 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06276, over 2467112.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.05786, over 7818.38 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3128, pruned_loss=0.07888, over 2476435.45 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06642, over 21114.61 utterances.], batch size: 146, lr: 2.73e-04
2022-08-29 23:27:52,853 INFO [train.py:927] (3/8) Epoch 14, batch 26600, giga_loss[loss=0.1987, simple_loss=0.2832, pruned_loss=0.05712, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02787, over 45.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07822, over 2474687.91 frames. utt_duration=498.3 frames, utt_pad_proportion=0.07479, over 19922.27 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2903, pruned_loss=0.0639, over 2467510.74 frames. utt_duration=1189 frames, utt_pad_proportion=0.08014, over 8310.19 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3134, pruned_loss=0.07912, over 2475482.33 frames. utt_duration=472.2 frames, utt_pad_proportion=0.06726, over 21035.15 utterances.], batch size: 45, lr: 2.73e-04
2022-08-29 23:28:12,437 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-29 23:30:34,749 INFO [train.py:927] (3/8) Epoch 15, batch 50, giga_loss[loss=0.2181, simple_loss=0.3173, pruned_loss=0.05943, over 12212.00 frames. utt_duration=1359 frames, utt_pad_proportion=0.02942, over 36.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3122, pruned_loss=0.06545, over 548542.67 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06035, over 4054.24 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2843, pruned_loss=0.05156, over 85089.90 frames. utt_duration=1387 frames, utt_pad_proportion=0.01932, over 245.69 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3167, pruned_loss=0.06768, over 479973.10 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06246, over 3886.69 utterances.], batch size: 36, lr: 2.66e-04
2022-08-29 23:32:15,058 INFO [train.py:927] (3/8) Epoch 15, batch 100, giga_loss[loss=0.1711, simple_loss=0.2522, pruned_loss=0.04495, over 12090.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.03602, over 30.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05668, over 975470.73 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06458, over 6659.07 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.282, pruned_loss=0.0499, over 212968.18 frames. utt_duration=1342 frames, utt_pad_proportion=0.01836, over 635.67 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2933, pruned_loss=0.05848, over 834427.90 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06836, over 6413.41 utterances.], batch size: 30, lr: 2.66e-04
2022-08-29 23:33:59,759 INFO [train.py:927] (3/8) Epoch 15, batch 150, giga_loss[loss=0.1674, simple_loss=0.2472, pruned_loss=0.04379, over 12459.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03483, over 86.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2755, pruned_loss=0.05129, over 1307437.15 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06648, over 9333.33 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2812, pruned_loss=0.04942, over 235377.24 frames. utt_duration=1352 frames, utt_pad_proportion=0.01719, over 697.15 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2756, pruned_loss=0.05191, over 1184936.25 frames. utt_duration=519.1 frames, utt_pad_proportion=0.069, over 9157.74 utterances.], batch size: 86, lr: 2.66e-04
2022-08-29 23:35:42,969 INFO [train.py:927] (3/8) Epoch 15, batch 200, giga_loss[loss=0.1542, simple_loss=0.2339, pruned_loss=0.03726, over 12363.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03935, over 113.00 utterances.], tot_loss[loss=0.1799, simple_loss=0.265, pruned_loss=0.04742, over 1566190.17 frames. utt_duration=551.6 frames, utt_pad_proportion=0.06155, over 11387.09 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2821, pruned_loss=0.04999, over 257804.14 frames. utt_duration=1309 frames, utt_pad_proportion=0.02573, over 788.87 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2641, pruned_loss=0.04748, over 1460657.55 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06298, over 11252.17 utterances.], batch size: 113, lr: 2.66e-04
2022-08-29 23:37:24,117 INFO [train.py:927] (3/8) Epoch 15, batch 250, giga_loss[loss=0.164, simple_loss=0.2447, pruned_loss=0.04165, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0365, over 40.00 utterances.], tot_loss[loss=0.1763, simple_loss=0.2604, pruned_loss=0.04607, over 1767064.83 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07291, over 13568.44 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2819, pruned_loss=0.04976, over 290666.15 frames. utt_duration=1331 frames, utt_pad_proportion=0.02413, over 874.60 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2592, pruned_loss=0.04599, over 1673169.22 frames. utt_duration=495.5 frames, utt_pad_proportion=0.0743, over 13548.48 utterances.], batch size: 40, lr: 2.66e-04
2022-08-29 23:39:05,704 INFO [train.py:927] (3/8) Epoch 15, batch 300, giga_loss[loss=0.1679, simple_loss=0.2535, pruned_loss=0.04115, over 12329.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.0252, over 45.00 utterances.], tot_loss[loss=0.1731, simple_loss=0.2571, pruned_loss=0.04455, over 1923369.26 frames. utt_duration=519.9 frames, utt_pad_proportion=0.07218, over 14839.92 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2797, pruned_loss=0.04916, over 365697.33 frames. utt_duration=1312 frames, utt_pad_proportion=0.02937, over 1116.41 utterances.], giga_tot_loss[loss=0.1721, simple_loss=0.2555, pruned_loss=0.04435, over 1828257.53 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07364, over 15016.42 utterances.], batch size: 45, lr: 2.66e-04
2022-08-29 23:40:46,017 INFO [train.py:927] (3/8) Epoch 15, batch 350, giga_loss[loss=0.1589, simple_loss=0.244, pruned_loss=0.03687, over 12312.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03207, over 51.00 utterances.], tot_loss[loss=0.1705, simple_loss=0.2543, pruned_loss=0.04332, over 2045815.32 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07301, over 16626.84 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2804, pruned_loss=0.04948, over 376319.84 frames. utt_duration=1296 frames, utt_pad_proportion=0.03121, over 1162.83 utterances.], giga_tot_loss[loss=0.1695, simple_loss=0.2528, pruned_loss=0.04306, over 1969199.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07403, over 16782.79 utterances.], batch size: 51, lr: 2.66e-04
2022-08-29 23:42:28,480 INFO [train.py:927] (3/8) Epoch 15, batch 400, giga_loss[loss=0.1508, simple_loss=0.2327, pruned_loss=0.03445, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02594, over 48.00 utterances.], tot_loss[loss=0.1676, simple_loss=0.2507, pruned_loss=0.04222, over 2140466.15 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06902, over 16916.40 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2794, pruned_loss=0.04931, over 407349.38 frames. utt_duration=1317 frames, utt_pad_proportion=0.02997, over 1239.05 utterances.], giga_tot_loss[loss=0.1665, simple_loss=0.2491, pruned_loss=0.04191, over 2075143.62 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07014, over 17194.10 utterances.], batch size: 48, lr: 2.66e-04
2022-08-29 23:44:09,647 INFO [train.py:927] (3/8) Epoch 15, batch 450, giga_loss[loss=0.1452, simple_loss=0.2272, pruned_loss=0.03155, over 12435.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05098, over 162.00 utterances.], tot_loss[loss=0.1641, simple_loss=0.2471, pruned_loss=0.04057, over 2214670.34 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06524, over 16896.85 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.05005, over 448322.46 frames. utt_duration=1309 frames, utt_pad_proportion=0.02961, over 1371.27 utterances.], giga_tot_loss[loss=0.1623, simple_loss=0.2447, pruned_loss=0.03997, over 2157578.71 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06652, over 17279.79 utterances.], batch size: 162, lr: 2.66e-04
2022-08-29 23:45:51,025 INFO [train.py:927] (3/8) Epoch 15, batch 500, giga_loss[loss=0.2168, simple_loss=0.3068, pruned_loss=0.06341, over 12404.00 frames. utt_duration=663.2 frames, utt_pad_proportion=0.03459, over 75.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2544, pruned_loss=0.0437, over 2272232.42 frames. utt_duration=517 frames, utt_pad_proportion=0.06539, over 17631.65 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2805, pruned_loss=0.04976, over 498167.28 frames. utt_duration=1319 frames, utt_pad_proportion=0.02799, over 1512.61 utterances.], giga_tot_loss[loss=0.1693, simple_loss=0.2522, pruned_loss=0.04318, over 2221842.07 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06678, over 18175.68 utterances.], batch size: 75, lr: 2.66e-04
2022-08-29 23:47:34,327 INFO [train.py:927] (3/8) Epoch 15, batch 550, giga_loss[loss=0.2411, simple_loss=0.3229, pruned_loss=0.07962, over 12389.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02952, over 97.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2666, pruned_loss=0.04854, over 2317580.58 frames. utt_duration=530.6 frames, utt_pad_proportion=0.0615, over 17520.71 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.28, pruned_loss=0.04968, over 508062.44 frames. utt_duration=1325 frames, utt_pad_proportion=0.02762, over 1535.04 utterances.], giga_tot_loss[loss=0.1808, simple_loss=0.2651, pruned_loss=0.04822, over 2277362.76 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06278, over 17993.47 utterances.], batch size: 97, lr: 2.66e-04
2022-08-29 23:49:16,479 INFO [train.py:927] (3/8) Epoch 15, batch 600, libri_loss[loss=0.1866, simple_loss=0.2728, pruned_loss=0.05018, over 12118.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00706, over 32.00 utterances.], tot_loss[loss=0.1876, simple_loss=0.2738, pruned_loss=0.05072, over 2352022.02 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06178, over 17657.18 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2843, pruned_loss=0.05204, over 603650.92 frames. utt_duration=1333 frames, utt_pad_proportion=0.02419, over 1812.98 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2712, pruned_loss=0.04993, over 2313326.03 frames. utt_duration=501 frames, utt_pad_proportion=0.06372, over 18524.14 utterances.], batch size: 32, lr: 2.66e-04
2022-08-29 23:50:58,196 INFO [train.py:927] (3/8) Epoch 15, batch 650, giga_loss[loss=0.1925, simple_loss=0.2827, pruned_loss=0.05109, over 12342.00 frames. utt_duration=797.9 frames, utt_pad_proportion=0.03407, over 62.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2777, pruned_loss=0.05195, over 2379065.11 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06295, over 18197.52 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2844, pruned_loss=0.05207, over 658887.26 frames. utt_duration=1330 frames, utt_pad_proportion=0.02269, over 1983.60 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2755, pruned_loss=0.05131, over 2345275.39 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06492, over 19162.05 utterances.], batch size: 62, lr: 2.66e-04
2022-08-29 23:52:44,561 INFO [train.py:927] (3/8) Epoch 15, batch 700, giga_loss[loss=0.2048, simple_loss=0.2879, pruned_loss=0.06088, over 12475.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04147, over 31.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2821, pruned_loss=0.05455, over 2399894.62 frames. utt_duration=558 frames, utt_pad_proportion=0.05999, over 17251.16 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2844, pruned_loss=0.05253, over 712274.99 frames. utt_duration=1340 frames, utt_pad_proportion=0.0219, over 2129.28 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2803, pruned_loss=0.05398, over 2370913.45 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06226, over 18319.80 utterances.], batch size: 31, lr: 2.66e-04
2022-08-29 23:54:26,855 INFO [train.py:927] (3/8) Epoch 15, batch 750, libri_loss[loss=0.1947, simple_loss=0.271, pruned_loss=0.05925, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006138, over 32.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2851, pruned_loss=0.05552, over 2415821.08 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06229, over 17054.99 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2819, pruned_loss=0.05153, over 772816.78 frames. utt_duration=1348 frames, utt_pad_proportion=0.02232, over 2295.50 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2845, pruned_loss=0.05548, over 2390570.55 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06448, over 18261.60 utterances.], batch size: 32, lr: 2.66e-04
2022-08-29 23:56:08,455 INFO [train.py:927] (3/8) Epoch 15, batch 800, libri_loss[loss=0.1951, simple_loss=0.2894, pruned_loss=0.05047, over 12461.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008818, over 39.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2889, pruned_loss=0.05685, over 2428339.33 frames. utt_duration=559 frames, utt_pad_proportion=0.06365, over 17421.72 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2821, pruned_loss=0.05169, over 839439.87 frames. utt_duration=1346 frames, utt_pad_proportion=0.02142, over 2497.07 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2886, pruned_loss=0.05696, over 2406239.10 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06596, over 18760.06 utterances.], batch size: 39, lr: 2.66e-04
2022-08-29 23:57:47,789 INFO [train.py:927] (3/8) Epoch 15, batch 850, giga_loss[loss=0.2178, simple_loss=0.2932, pruned_loss=0.07116, over 12341.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.291, pruned_loss=0.05683, over 2437753.75 frames. utt_duration=580 frames, utt_pad_proportion=0.06213, over 16856.30 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2824, pruned_loss=0.052, over 871557.24 frames. utt_duration=1348 frames, utt_pad_proportion=0.02068, over 2588.43 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2907, pruned_loss=0.05692, over 2419770.30 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06449, over 18090.10 utterances.], batch size: 365, lr: 2.66e-04
2022-08-29 23:59:30,801 INFO [train.py:927] (3/8) Epoch 15, batch 900, giga_loss[loss=0.2389, simple_loss=0.3189, pruned_loss=0.07951, over 12391.00 frames. utt_duration=237.3 frames, utt_pad_proportion=0.06571, over 210.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2916, pruned_loss=0.0565, over 2445268.63 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06092, over 16934.44 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2823, pruned_loss=0.05171, over 903437.60 frames. utt_duration=1355 frames, utt_pad_proportion=0.01997, over 2670.10 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2916, pruned_loss=0.05673, over 2430361.97 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06321, over 18091.67 utterances.], batch size: 210, lr: 2.66e-04
2022-08-30 00:01:12,297 INFO [train.py:927] (3/8) Epoch 15, batch 950, giga_loss[loss=0.2118, simple_loss=0.3003, pruned_loss=0.06165, over 12392.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04141, over 105.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05868, over 2451013.10 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06196, over 16849.42 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2823, pruned_loss=0.0517, over 949797.44 frames. utt_duration=1326 frames, utt_pad_proportion=0.03068, over 2869.26 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2936, pruned_loss=0.05902, over 2438520.39 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06282, over 17970.12 utterances.], batch size: 105, lr: 2.66e-04
2022-08-30 00:02:53,468 INFO [train.py:927] (3/8) Epoch 15, batch 1000, giga_loss[loss=0.1921, simple_loss=0.2747, pruned_loss=0.05475, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03301, over 42.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2935, pruned_loss=0.05961, over 2454815.23 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06255, over 16940.55 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2842, pruned_loss=0.05174, over 987780.85 frames. utt_duration=1330 frames, utt_pad_proportion=0.02935, over 2973.56 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2933, pruned_loss=0.06006, over 2444134.32 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06372, over 18062.97 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:04:32,359 INFO [train.py:927] (3/8) Epoch 15, batch 1050, giga_loss[loss=0.1992, simple_loss=0.2901, pruned_loss=0.05416, over 12140.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04292, over 33.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2941, pruned_loss=0.06027, over 2459109.96 frames. utt_duration=583.8 frames, utt_pad_proportion=0.06183, over 16892.61 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2858, pruned_loss=0.05216, over 1031764.39 frames. utt_duration=1334 frames, utt_pad_proportion=0.02821, over 3096.83 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2936, pruned_loss=0.0607, over 2450140.60 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0633, over 18048.46 utterances.], batch size: 33, lr: 2.66e-04
2022-08-30 00:06:15,158 INFO [train.py:927] (3/8) Epoch 15, batch 1100, giga_loss[loss=0.1964, simple_loss=0.2911, pruned_loss=0.05088, over 12354.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02919, over 66.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2925, pruned_loss=0.05923, over 2462267.75 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06563, over 17255.03 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2851, pruned_loss=0.05177, over 1074407.16 frames. utt_duration=1338 frames, utt_pad_proportion=0.02718, over 3216.39 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2926, pruned_loss=0.05994, over 2454795.40 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06711, over 18456.89 utterances.], batch size: 66, lr: 2.66e-04
2022-08-30 00:07:59,824 INFO [train.py:927] (3/8) Epoch 15, batch 1150, giga_loss[loss=0.1939, simple_loss=0.2695, pruned_loss=0.05917, over 12343.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03028, over 91.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2882, pruned_loss=0.05779, over 2464702.42 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06967, over 17766.64 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05186, over 1094930.42 frames. utt_duration=1343 frames, utt_pad_proportion=0.02655, over 3264.91 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2884, pruned_loss=0.05839, over 2458987.24 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07085, over 18864.53 utterances.], batch size: 91, lr: 2.66e-04
2022-08-30 00:09:41,869 INFO [train.py:927] (3/8) Epoch 15, batch 1200, giga_loss[loss=0.1973, simple_loss=0.2903, pruned_loss=0.05215, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2848, pruned_loss=0.05663, over 2466584.77 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06719, over 18113.18 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05134, over 1148801.30 frames. utt_duration=1348 frames, utt_pad_proportion=0.02584, over 3412.56 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2855, pruned_loss=0.05752, over 2461947.92 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06893, over 19390.47 utterances.], batch size: 162, lr: 2.66e-04
2022-08-30 00:11:25,725 INFO [train.py:927] (3/8) Epoch 15, batch 1250, giga_loss[loss=0.1986, simple_loss=0.2769, pruned_loss=0.06012, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.033, over 42.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.284, pruned_loss=0.05641, over 2468110.96 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06579, over 18069.71 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05098, over 1187992.62 frames. utt_duration=1356 frames, utt_pad_proportion=0.02481, over 3507.06 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2851, pruned_loss=0.05742, over 2464253.69 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06787, over 19409.09 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:13:10,274 INFO [train.py:927] (3/8) Epoch 15, batch 1300, giga_loss[loss=0.178, simple_loss=0.2597, pruned_loss=0.04815, over 12187.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03451, over 42.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2822, pruned_loss=0.05574, over 2469901.41 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06324, over 17503.01 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05092, over 1238729.86 frames. utt_duration=1357 frames, utt_pad_proportion=0.02381, over 3655.10 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2831, pruned_loss=0.05678, over 2466429.75 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06584, over 18968.65 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:14:50,131 INFO [train.py:927] (3/8) Epoch 15, batch 1350, giga_loss[loss=0.1962, simple_loss=0.2717, pruned_loss=0.06037, over 12296.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.0366, over 51.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2787, pruned_loss=0.05468, over 2469878.72 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06063, over 16847.72 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05069, over 1262813.61 frames. utt_duration=1360 frames, utt_pad_proportion=0.02323, over 3718.48 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2796, pruned_loss=0.05569, over 2467460.96 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06335, over 18197.53 utterances.], batch size: 51, lr: 2.66e-04
2022-08-30 00:16:32,151 INFO [train.py:927] (3/8) Epoch 15, batch 1400, libri_loss[loss=0.1888, simple_loss=0.2834, pruned_loss=0.04713, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0147, over 40.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2752, pruned_loss=0.05323, over 2469697.99 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05615, over 15966.76 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2818, pruned_loss=0.05036, over 1286842.36 frames. utt_duration=1358 frames, utt_pad_proportion=0.02321, over 3794.48 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.276, pruned_loss=0.05426, over 2467720.92 frames. utt_duration=575.3 frames, utt_pad_proportion=0.059, over 17201.17 utterances.], batch size: 40, lr: 2.66e-04
2022-08-30 00:18:12,197 INFO [train.py:927] (3/8) Epoch 15, batch 1450, giga_loss[loss=0.1547, simple_loss=0.235, pruned_loss=0.03726, over 12365.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04491, over 26.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2733, pruned_loss=0.05297, over 2470316.71 frames. utt_duration=604.9 frames, utt_pad_proportion=0.06041, over 16374.75 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05067, over 1315979.12 frames. utt_duration=1358 frames, utt_pad_proportion=0.02263, over 3881.77 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2736, pruned_loss=0.05371, over 2468855.03 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06275, over 17547.12 utterances.], batch size: 26, lr: 2.66e-04
2022-08-30 00:19:54,431 INFO [train.py:927] (3/8) Epoch 15, batch 1500, giga_loss[loss=0.1654, simple_loss=0.2456, pruned_loss=0.04261, over 12274.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02695, over 54.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.2716, pruned_loss=0.05251, over 2470921.67 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05889, over 15648.97 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2832, pruned_loss=0.05108, over 1339147.96 frames. utt_duration=1317 frames, utt_pad_proportion=0.03401, over 4072.38 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2712, pruned_loss=0.05294, over 2469546.64 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05909, over 16627.57 utterances.], batch size: 54, lr: 2.66e-04
2022-08-30 00:21:36,803 INFO [train.py:927] (3/8) Epoch 15, batch 1550, giga_loss[loss=0.1964, simple_loss=0.2726, pruned_loss=0.06006, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03188, over 42.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.273, pruned_loss=0.05293, over 2471616.37 frames. utt_duration=637.9 frames, utt_pad_proportion=0.05563, over 15534.29 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2845, pruned_loss=0.05128, over 1383417.57 frames. utt_duration=1321 frames, utt_pad_proportion=0.03233, over 4194.32 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2716, pruned_loss=0.05321, over 2470717.30 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05671, over 16619.24 utterances.], batch size: 42, lr: 2.66e-04
2022-08-30 00:23:18,938 INFO [train.py:927] (3/8) Epoch 15, batch 1600, giga_loss[loss=0.2072, simple_loss=0.291, pruned_loss=0.06177, over 12397.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03332, over 80.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2755, pruned_loss=0.05419, over 2472631.63 frames. utt_duration=630.2 frames, utt_pad_proportion=0.05584, over 15730.32 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2848, pruned_loss=0.05155, over 1410369.78 frames. utt_duration=1315 frames, utt_pad_proportion=0.03279, over 4295.61 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.274, pruned_loss=0.05432, over 2471901.25 frames. utt_duration=592 frames, utt_pad_proportion=0.05681, over 16743.86 utterances.], batch size: 80, lr: 2.66e-04
2022-08-30 00:25:02,084 INFO [train.py:927] (3/8) Epoch 15, batch 1650, giga_loss[loss=0.2204, simple_loss=0.3069, pruned_loss=0.06694, over 12380.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2818, pruned_loss=0.05748, over 2473396.15 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06172, over 16795.84 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05202, over 1431457.00 frames. utt_duration=1284 frames, utt_pad_proportion=0.04232, over 4463.94 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2802, pruned_loss=0.05744, over 2472823.37 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06025, over 17672.86 utterances.], batch size: 161, lr: 2.66e-04
2022-08-30 00:26:44,998 INFO [train.py:927] (3/8) Epoch 15, batch 1700, giga_loss[loss=0.1874, simple_loss=0.2732, pruned_loss=0.05074, over 12463.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.0407, over 34.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2866, pruned_loss=0.0588, over 2472981.38 frames. utt_duration=589 frames, utt_pad_proportion=0.06525, over 16836.14 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2853, pruned_loss=0.05205, over 1466808.63 frames. utt_duration=1285 frames, utt_pad_proportion=0.04198, over 4571.97 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2853, pruned_loss=0.05893, over 2473035.65 frames. utt_duration=556 frames, utt_pad_proportion=0.06429, over 17839.22 utterances.], batch size: 34, lr: 2.66e-04
2022-08-30 00:28:25,566 INFO [train.py:927] (3/8) Epoch 15, batch 1750, giga_loss[loss=0.1837, simple_loss=0.2728, pruned_loss=0.04724, over 12409.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07647, over 213.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2917, pruned_loss=0.06089, over 2473342.10 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0763, over 18597.14 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2853, pruned_loss=0.052, over 1486758.32 frames. utt_duration=1270 frames, utt_pad_proportion=0.04798, over 4690.07 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2908, pruned_loss=0.06117, over 2473404.51 frames. utt_duration=508.1 frames, utt_pad_proportion=0.07423, over 19528.88 utterances.], batch size: 213, lr: 2.66e-04
2022-08-30 00:30:09,135 INFO [train.py:927] (3/8) Epoch 15, batch 1800, giga_loss[loss=0.1682, simple_loss=0.2604, pruned_loss=0.03799, over 12093.00 frames. utt_duration=1729 frames, utt_pad_proportion=0.04958, over 28.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.29, pruned_loss=0.05923, over 2473439.26 frames. utt_duration=513.1 frames, utt_pad_proportion=0.07776, over 19337.13 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2846, pruned_loss=0.05165, over 1506300.35 frames. utt_duration=1277 frames, utt_pad_proportion=0.0469, over 4722.05 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2897, pruned_loss=0.05979, over 2473514.62 frames. utt_duration=488.6 frames, utt_pad_proportion=0.0765, over 20310.80 utterances.], batch size: 28, lr: 2.66e-04
2022-08-30 00:31:50,674 INFO [train.py:927] (3/8) Epoch 15, batch 1850, libri_loss[loss=0.2236, simple_loss=0.3221, pruned_loss=0.06256, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007179, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2897, pruned_loss=0.05808, over 2473871.91 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07383, over 18899.46 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2847, pruned_loss=0.05159, over 1520847.38 frames. utt_duration=1273 frames, utt_pad_proportion=0.04732, over 4782.77 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2895, pruned_loss=0.05864, over 2473823.99 frames. utt_duration=501 frames, utt_pad_proportion=0.07307, over 19809.41 utterances.], batch size: 37, lr: 2.66e-04
2022-08-30 00:33:35,995 INFO [train.py:927] (3/8) Epoch 15, batch 1900, giga_loss[loss=0.2197, simple_loss=0.3075, pruned_loss=0.06589, over 12420.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2921, pruned_loss=0.05951, over 2473675.71 frames. utt_duration=537 frames, utt_pad_proportion=0.07291, over 18478.69 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2844, pruned_loss=0.0514, over 1534864.81 frames. utt_duration=1274 frames, utt_pad_proportion=0.04711, over 4824.70 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2922, pruned_loss=0.06017, over 2473825.31 frames. utt_duration=513 frames, utt_pad_proportion=0.07252, over 19347.24 utterances.], batch size: 75, lr: 2.66e-04
2022-08-30 00:35:21,004 INFO [train.py:927] (3/8) Epoch 15, batch 1950, giga_loss[loss=0.2003, simple_loss=0.2903, pruned_loss=0.05512, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2925, pruned_loss=0.06037, over 2473994.95 frames. utt_duration=550.2 frames, utt_pad_proportion=0.07051, over 18034.97 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2835, pruned_loss=0.05098, over 1567430.97 frames. utt_duration=1279 frames, utt_pad_proportion=0.0454, over 4908.62 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2933, pruned_loss=0.06142, over 2473956.79 frames. utt_duration=520.2 frames, utt_pad_proportion=0.071, over 19078.99 utterances.], batch size: 70, lr: 2.66e-04
2022-08-30 00:37:05,778 INFO [train.py:927] (3/8) Epoch 15, batch 2000, giga_loss[loss=0.2007, simple_loss=0.2922, pruned_loss=0.05459, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02975, over 66.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2941, pruned_loss=0.0612, over 2473560.92 frames. utt_duration=549.3 frames, utt_pad_proportion=0.07004, over 18060.61 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.0509, over 1580899.85 frames. utt_duration=1284 frames, utt_pad_proportion=0.04478, over 4928.93 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.295, pruned_loss=0.0622, over 2473571.12 frames. utt_duration=521 frames, utt_pad_proportion=0.07072, over 19045.06 utterances.], batch size: 66, lr: 2.66e-04
2022-08-30 00:38:49,225 INFO [train.py:927] (3/8) Epoch 15, batch 2050, giga_loss[loss=0.2187, simple_loss=0.3075, pruned_loss=0.06492, over 12381.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02528, over 48.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2962, pruned_loss=0.06191, over 2472961.01 frames. utt_duration=552.3 frames, utt_pad_proportion=0.07086, over 17957.39 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2831, pruned_loss=0.05084, over 1593984.11 frames. utt_duration=1286 frames, utt_pad_proportion=0.04403, over 4961.86 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2971, pruned_loss=0.06286, over 2473165.32 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07166, over 18871.27 utterances.], batch size: 48, lr: 2.66e-04
2022-08-30 00:40:34,911 INFO [train.py:927] (3/8) Epoch 15, batch 2100, giga_loss[loss=0.1672, simple_loss=0.2561, pruned_loss=0.03914, over 12346.00 frames. utt_duration=1765 frames, utt_pad_proportion=0.03075, over 28.00 utterances.], tot_loss[loss=0.21, simple_loss=0.296, pruned_loss=0.06199, over 2472305.63 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06581, over 17018.81 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2834, pruned_loss=0.05082, over 1615883.90 frames. utt_duration=1288 frames, utt_pad_proportion=0.04279, over 5025.17 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2969, pruned_loss=0.06303, over 2472346.93 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06726, over 17974.93 utterances.], batch size: 28, lr: 2.66e-04
2022-08-30 00:42:17,053 INFO [train.py:927] (3/8) Epoch 15, batch 2150, giga_loss[loss=0.1924, simple_loss=0.2758, pruned_loss=0.05453, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0266, over 45.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2956, pruned_loss=0.0622, over 2472944.73 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06304, over 16843.93 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2839, pruned_loss=0.05092, over 1649667.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.04248, over 5152.49 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2965, pruned_loss=0.06339, over 2472868.57 frames. utt_duration=553 frames, utt_pad_proportion=0.06477, over 17936.95 utterances.], batch size: 45, lr: 2.66e-04
2022-08-30 00:44:00,793 INFO [train.py:927] (3/8) Epoch 15, batch 2200, giga_loss[loss=0.209, simple_loss=0.2887, pruned_loss=0.06461, over 12117.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03467, over 30.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.295, pruned_loss=0.06179, over 2471870.30 frames. utt_duration=627.2 frames, utt_pad_proportion=0.05776, over 15801.86 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2838, pruned_loss=0.05088, over 1681753.09 frames. utt_duration=1288 frames, utt_pad_proportion=0.04072, over 5227.85 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2962, pruned_loss=0.06318, over 2472075.65 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06033, over 17017.24 utterances.], batch size: 30, lr: 2.66e-04
2022-08-30 00:45:43,035 INFO [train.py:927] (3/8) Epoch 15, batch 2250, giga_loss[loss=0.2248, simple_loss=0.3084, pruned_loss=0.07061, over 12377.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03477, over 122.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2954, pruned_loss=0.06176, over 2471668.44 frames. utt_duration=636.1 frames, utt_pad_proportion=0.05731, over 15580.26 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.284, pruned_loss=0.05097, over 1697531.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.0403, over 5285.85 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2964, pruned_loss=0.063, over 2471749.33 frames. utt_duration=594.3 frames, utt_pad_proportion=0.05968, over 16679.34 utterances.], batch size: 122, lr: 2.66e-04
2022-08-30 00:47:26,965 INFO [train.py:927] (3/8) Epoch 15, batch 2300, giga_loss[loss=0.2049, simple_loss=0.2988, pruned_loss=0.05549, over 12389.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02665, over 70.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2951, pruned_loss=0.06174, over 2471113.95 frames. utt_duration=643.8 frames, utt_pad_proportion=0.05656, over 15389.23 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2832, pruned_loss=0.05065, over 1720204.82 frames. utt_duration=1294 frames, utt_pad_proportion=0.03912, over 5323.98 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2966, pruned_loss=0.06319, over 2471390.73 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05905, over 16503.63 utterances.], batch size: 70, lr: 2.65e-04
2022-08-30 00:49:10,032 INFO [train.py:927] (3/8) Epoch 15, batch 2350, giga_loss[loss=0.2143, simple_loss=0.2965, pruned_loss=0.06599, over 12212.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.03723, over 33.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2941, pruned_loss=0.0617, over 2471487.87 frames. utt_duration=638.8 frames, utt_pad_proportion=0.05468, over 15512.12 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2833, pruned_loss=0.05078, over 1727829.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.03869, over 5339.70 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2954, pruned_loss=0.06286, over 2471596.29 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05692, over 16456.40 utterances.], batch size: 33, lr: 2.65e-04
2022-08-30 00:50:54,981 INFO [train.py:927] (3/8) Epoch 15, batch 2400, giga_loss[loss=0.1876, simple_loss=0.268, pruned_loss=0.05366, over 12416.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.03663, over 43.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2925, pruned_loss=0.06114, over 2471613.47 frames. utt_duration=631.3 frames, utt_pad_proportion=0.06141, over 15698.17 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05092, over 1749781.25 frames. utt_duration=1295 frames, utt_pad_proportion=0.03885, over 5409.10 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2938, pruned_loss=0.06225, over 2471773.48 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06304, over 16665.10 utterances.], batch size: 43, lr: 2.65e-04
2022-08-30 00:52:37,428 INFO [train.py:927] (3/8) Epoch 15, batch 2450, giga_loss[loss=0.1981, simple_loss=0.2771, pruned_loss=0.05955, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.0368, over 37.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.29, pruned_loss=0.06024, over 2472227.96 frames. utt_duration=631 frames, utt_pad_proportion=0.06041, over 15708.24 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2833, pruned_loss=0.05099, over 1756949.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.04533, over 5501.55 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2911, pruned_loss=0.06117, over 2472388.90 frames. utt_duration=601.6 frames, utt_pad_proportion=0.05988, over 16479.41 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 00:54:18,552 INFO [train.py:927] (3/8) Epoch 15, batch 2500, giga_loss[loss=0.2168, simple_loss=0.2977, pruned_loss=0.06802, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03493, over 37.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2866, pruned_loss=0.05868, over 2472865.01 frames. utt_duration=640.2 frames, utt_pad_proportion=0.05876, over 15486.03 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2829, pruned_loss=0.05081, over 1767323.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.04478, over 5521.87 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2877, pruned_loss=0.05964, over 2473279.35 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05867, over 16217.63 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 00:56:02,077 INFO [train.py:927] (3/8) Epoch 15, batch 2550, giga_loss[loss=0.2402, simple_loss=0.3204, pruned_loss=0.08006, over 12391.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0659, over 211.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2843, pruned_loss=0.05769, over 2472669.93 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06379, over 16233.60 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2828, pruned_loss=0.05069, over 1781125.56 frames. utt_duration=1287 frames, utt_pad_proportion=0.04392, over 5541.33 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2854, pruned_loss=0.05866, over 2473201.45 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06393, over 16992.25 utterances.], batch size: 211, lr: 2.65e-04
2022-08-30 00:57:43,881 INFO [train.py:927] (3/8) Epoch 15, batch 2600, giga_loss[loss=0.1749, simple_loss=0.2536, pruned_loss=0.0481, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2844, pruned_loss=0.05739, over 2473345.31 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05948, over 16105.20 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05079, over 1808519.83 frames. utt_duration=1295 frames, utt_pad_proportion=0.0424, over 5591.13 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2856, pruned_loss=0.05838, over 2473584.24 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06051, over 17065.68 utterances.], batch size: 34, lr: 2.65e-04
2022-08-30 00:59:26,477 INFO [train.py:927] (3/8) Epoch 15, batch 2650, giga_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06032, over 12320.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03403, over 51.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2855, pruned_loss=0.05714, over 2473733.19 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05849, over 16549.44 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05121, over 1821682.91 frames. utt_duration=1296 frames, utt_pad_proportion=0.04154, over 5629.04 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2861, pruned_loss=0.05775, over 2473950.39 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05973, over 17473.91 utterances.], batch size: 51, lr: 2.65e-04
2022-08-30 01:01:08,513 INFO [train.py:927] (3/8) Epoch 15, batch 2700, giga_loss[loss=0.2007, simple_loss=0.2882, pruned_loss=0.05664, over 12350.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02979, over 66.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05621, over 2472846.35 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06577, over 17413.53 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.283, pruned_loss=0.05116, over 1824890.50 frames. utt_duration=1296 frames, utt_pad_proportion=0.04131, over 5636.89 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2849, pruned_loss=0.05674, over 2473058.33 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06651, over 18178.20 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:02:51,689 INFO [train.py:927] (3/8) Epoch 15, batch 2750, giga_loss[loss=0.1829, simple_loss=0.2799, pruned_loss=0.04296, over 12378.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0418, over 133.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2835, pruned_loss=0.0555, over 2471850.22 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06096, over 16710.42 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05101, over 1831195.48 frames. utt_duration=1299 frames, utt_pad_proportion=0.04091, over 5644.50 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2839, pruned_loss=0.05605, over 2472156.31 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06193, over 17402.59 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 01:04:33,374 INFO [train.py:927] (3/8) Epoch 15, batch 2800, giga_loss[loss=0.191, simple_loss=0.2855, pruned_loss=0.04822, over 12355.00 frames. utt_duration=853.4 frames, utt_pad_proportion=0.03239, over 58.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2868, pruned_loss=0.05695, over 2472752.83 frames. utt_duration=573.3 frames, utt_pad_proportion=0.05875, over 17299.06 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05123, over 1850027.05 frames. utt_duration=1303 frames, utt_pad_proportion=0.03983, over 5685.54 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.287, pruned_loss=0.05739, over 2473156.05 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06008, over 18129.93 utterances.], batch size: 58, lr: 2.65e-04
2022-08-30 01:06:15,828 INFO [train.py:927] (3/8) Epoch 15, batch 2850, giga_loss[loss=0.2133, simple_loss=0.3032, pruned_loss=0.06171, over 12366.00 frames. utt_duration=376.3 frames, utt_pad_proportion=0.03504, over 132.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2883, pruned_loss=0.05699, over 2473270.54 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05558, over 17156.84 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.05138, over 1856308.47 frames. utt_duration=1304 frames, utt_pad_proportion=0.03941, over 5700.65 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2883, pruned_loss=0.05728, over 2473518.25 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05694, over 17905.32 utterances.], batch size: 132, lr: 2.65e-04
2022-08-30 01:07:58,492 INFO [train.py:927] (3/8) Epoch 15, batch 2900, giga_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.0606, over 12342.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03154, over 85.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2891, pruned_loss=0.05722, over 2472819.82 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05317, over 17013.83 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05156, over 1859303.93 frames. utt_duration=1304 frames, utt_pad_proportion=0.03921, over 5709.14 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2889, pruned_loss=0.05735, over 2473096.42 frames. utt_duration=562.2 frames, utt_pad_proportion=0.05442, over 17644.57 utterances.], batch size: 85, lr: 2.65e-04
2022-08-30 01:09:38,184 INFO [train.py:927] (3/8) Epoch 15, batch 2950, giga_loss[loss=0.2139, simple_loss=0.2975, pruned_loss=0.06518, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03521, over 37.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2888, pruned_loss=0.05752, over 2472918.33 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05623, over 17609.79 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2836, pruned_loss=0.05158, over 1871334.66 frames. utt_duration=1309 frames, utt_pad_proportion=0.0385, over 5725.83 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.289, pruned_loss=0.05772, over 2473288.79 frames. utt_duration=542 frames, utt_pad_proportion=0.05743, over 18305.19 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 01:11:19,766 INFO [train.py:927] (3/8) Epoch 15, batch 3000, giga_loss[loss=0.1782, simple_loss=0.2633, pruned_loss=0.04657, over 12444.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03533, over 98.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2875, pruned_loss=0.05708, over 2473504.57 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05398, over 17416.52 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2838, pruned_loss=0.05158, over 1892363.93 frames. utt_duration=1309 frames, utt_pad_proportion=0.03736, over 5789.43 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2876, pruned_loss=0.05742, over 2473554.30 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05557, over 18281.93 utterances.], batch size: 98, lr: 2.65e-04
2022-08-30 01:11:19,768 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 01:11:34,481 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1786, simple_loss=0.2866, pruned_loss=0.03529, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 01:13:14,227 INFO [train.py:927] (3/8) Epoch 15, batch 3050, giga_loss[loss=0.1861, simple_loss=0.2813, pruned_loss=0.04545, over 12365.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0277, over 91.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2878, pruned_loss=0.05642, over 2473918.26 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05653, over 17728.98 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05171, over 1906397.39 frames. utt_duration=1316 frames, utt_pad_proportion=0.03667, over 5800.54 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2881, pruned_loss=0.05673, over 2474267.39 frames. utt_duration=531.3 frames, utt_pad_proportion=0.05803, over 18680.99 utterances.], batch size: 91, lr: 2.65e-04
2022-08-30 01:14:55,663 INFO [train.py:927] (3/8) Epoch 15, batch 3100, giga_loss[loss=0.2117, simple_loss=0.2963, pruned_loss=0.06358, over 12384.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06935, over 211.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2896, pruned_loss=0.05786, over 2474637.21 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05681, over 18472.46 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05171, over 1906397.39 frames. utt_duration=1316 frames, utt_pad_proportion=0.03667, over 5800.54 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2899, pruned_loss=0.0581, over 2474908.94 frames. utt_duration=516.8 frames, utt_pad_proportion=0.05793, over 19213.42 utterances.], batch size: 211, lr: 2.65e-04
2022-08-30 01:16:33,865 INFO [train.py:927] (3/8) Epoch 15, batch 3150, giga_loss[loss=0.1762, simple_loss=0.2671, pruned_loss=0.04271, over 12315.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03509, over 58.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2889, pruned_loss=0.05827, over 2474401.60 frames. utt_duration=536.4 frames, utt_pad_proportion=0.05718, over 18503.02 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2843, pruned_loss=0.05201, over 1934001.08 frames. utt_duration=1315 frames, utt_pad_proportion=0.03553, over 5888.42 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2889, pruned_loss=0.05854, over 2474781.23 frames. utt_duration=506.7 frames, utt_pad_proportion=0.05869, over 19596.51 utterances.], batch size: 58, lr: 2.65e-04
2022-08-30 01:18:12,995 INFO [train.py:927] (3/8) Epoch 15, batch 3200, giga_loss[loss=0.1977, simple_loss=0.2871, pruned_loss=0.05417, over 12401.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2869, pruned_loss=0.05827, over 2474538.67 frames. utt_duration=540 frames, utt_pad_proportion=0.05747, over 18381.06 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05199, over 1941988.22 frames. utt_duration=1317 frames, utt_pad_proportion=0.0351, over 5906.04 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2869, pruned_loss=0.05857, over 2474903.40 frames. utt_duration=512 frames, utt_pad_proportion=0.05888, over 19392.95 utterances.], batch size: 133, lr: 2.65e-04
2022-08-30 01:19:59,272 INFO [train.py:927] (3/8) Epoch 15, batch 3250, giga_loss[loss=0.2503, simple_loss=0.3111, pruned_loss=0.09468, over 12375.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2844, pruned_loss=0.05774, over 2474615.03 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06256, over 18331.08 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2849, pruned_loss=0.05222, over 1962891.15 frames. utt_duration=1307 frames, utt_pad_proportion=0.03535, over 6013.43 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.284, pruned_loss=0.05803, over 2474954.87 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06377, over 19498.71 utterances.], batch size: 257, lr: 2.65e-04
2022-08-30 01:21:43,336 INFO [train.py:927] (3/8) Epoch 15, batch 3300, giga_loss[loss=0.1999, simple_loss=0.2798, pruned_loss=0.05999, over 12352.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1998, over 367.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2806, pruned_loss=0.05609, over 2474058.75 frames. utt_duration=555.7 frames, utt_pad_proportion=0.0613, over 17858.10 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.285, pruned_loss=0.05224, over 1967824.54 frames. utt_duration=1309 frames, utt_pad_proportion=0.03518, over 6021.24 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2802, pruned_loss=0.05635, over 2474469.82 frames. utt_duration=526 frames, utt_pad_proportion=0.06247, over 18871.12 utterances.], batch size: 367, lr: 2.65e-04
2022-08-30 01:23:22,357 INFO [train.py:927] (3/8) Epoch 15, batch 3350, giga_loss[loss=0.182, simple_loss=0.2758, pruned_loss=0.04412, over 12390.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02555, over 66.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2823, pruned_loss=0.05627, over 2473472.10 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05828, over 17130.19 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2864, pruned_loss=0.05255, over 1982559.36 frames. utt_duration=1306 frames, utt_pad_proportion=0.03554, over 6080.46 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2809, pruned_loss=0.05635, over 2474041.50 frames. utt_duration=545 frames, utt_pad_proportion=0.05961, over 18208.79 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:25:01,994 INFO [train.py:927] (3/8) Epoch 15, batch 3400, giga_loss[loss=0.1772, simple_loss=0.2681, pruned_loss=0.04312, over 12222.00 frames. utt_duration=1882 frames, utt_pad_proportion=0.04809, over 26.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2838, pruned_loss=0.05643, over 2473560.91 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05545, over 17025.83 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05263, over 1994702.56 frames. utt_duration=1305 frames, utt_pad_proportion=0.03534, over 6120.17 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2825, pruned_loss=0.05652, over 2474035.23 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05694, over 18098.41 utterances.], batch size: 26, lr: 2.65e-04
2022-08-30 01:26:42,444 INFO [train.py:927] (3/8) Epoch 15, batch 3450, giga_loss[loss=0.2124, simple_loss=0.2937, pruned_loss=0.0656, over 12422.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.286, pruned_loss=0.05728, over 2473949.43 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05612, over 17025.56 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2866, pruned_loss=0.05272, over 2003977.44 frames. utt_duration=1306 frames, utt_pad_proportion=0.03493, over 6144.51 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2849, pruned_loss=0.05736, over 2474553.47 frames. utt_duration=550 frames, utt_pad_proportion=0.05754, over 18047.15 utterances.], batch size: 105, lr: 2.65e-04
2022-08-30 01:28:29,027 INFO [train.py:927] (3/8) Epoch 15, batch 3500, libri_loss[loss=0.1891, simple_loss=0.2791, pruned_loss=0.04959, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007338, over 37.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2919, pruned_loss=0.06097, over 2474519.70 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05577, over 17436.58 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05269, over 2018156.77 frames. utt_duration=1302 frames, utt_pad_proportion=0.03515, over 6207.40 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2911, pruned_loss=0.06128, over 2474769.26 frames. utt_duration=536.2 frames, utt_pad_proportion=0.05709, over 18513.28 utterances.], batch size: 37, lr: 2.65e-04
2022-08-30 01:30:11,672 INFO [train.py:927] (3/8) Epoch 15, batch 3550, giga_loss[loss=0.256, simple_loss=0.3181, pruned_loss=0.09698, over 12346.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2968, pruned_loss=0.06411, over 2474436.44 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06465, over 18514.05 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2865, pruned_loss=0.05284, over 2027165.51 frames. utt_duration=1305 frames, utt_pad_proportion=0.03454, over 6222.20 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2964, pruned_loss=0.0644, over 2474664.51 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06548, over 19550.35 utterances.], batch size: 374, lr: 2.65e-04
2022-08-30 01:31:55,748 INFO [train.py:927] (3/8) Epoch 15, batch 3600, giga_loss[loss=0.2296, simple_loss=0.3064, pruned_loss=0.07635, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03241, over 43.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3033, pruned_loss=0.06856, over 2474452.44 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06221, over 18435.78 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2865, pruned_loss=0.05289, over 2036094.09 frames. utt_duration=1307 frames, utt_pad_proportion=0.03395, over 6237.69 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3032, pruned_loss=0.06899, over 2474582.26 frames. utt_duration=510 frames, utt_pad_proportion=0.06335, over 19465.20 utterances.], batch size: 43, lr: 2.65e-04
2022-08-30 01:33:38,931 INFO [train.py:927] (3/8) Epoch 15, batch 3650, giga_loss[loss=0.2367, simple_loss=0.3173, pruned_loss=0.07807, over 12235.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02977, over 42.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3077, pruned_loss=0.07213, over 2473629.91 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06243, over 19015.85 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05289, over 2044681.72 frames. utt_duration=1311 frames, utt_pad_proportion=0.03351, over 6246.81 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3081, pruned_loss=0.0728, over 2473831.30 frames. utt_duration=494.9 frames, utt_pad_proportion=0.0636, over 20056.03 utterances.], batch size: 42, lr: 2.65e-04
2022-08-30 01:35:25,013 INFO [train.py:927] (3/8) Epoch 15, batch 3700, giga_loss[loss=0.3299, simple_loss=0.3768, pruned_loss=0.1415, over 12347.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2132, over 373.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3133, pruned_loss=0.0772, over 2474485.85 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07027, over 20127.66 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05293, over 2053208.23 frames. utt_duration=1313 frames, utt_pad_proportion=0.03293, over 6259.75 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3141, pruned_loss=0.07813, over 2474660.30 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07118, over 21193.89 utterances.], batch size: 373, lr: 2.65e-04
2022-08-30 01:37:11,690 INFO [train.py:927] (3/8) Epoch 15, batch 3750, giga_loss[loss=0.2375, simple_loss=0.3128, pruned_loss=0.08114, over 12361.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3155, pruned_loss=0.07916, over 2474392.40 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07034, over 19877.44 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05291, over 2067410.61 frames. utt_duration=1317 frames, utt_pad_proportion=0.03212, over 6286.29 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3173, pruned_loss=0.08074, over 2474838.72 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07166, over 21144.93 utterances.], batch size: 97, lr: 2.65e-04
2022-08-30 01:38:54,735 INFO [train.py:927] (3/8) Epoch 15, batch 3800, giga_loss[loss=0.2334, simple_loss=0.3143, pruned_loss=0.07628, over 12462.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03382, over 98.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3173, pruned_loss=0.08203, over 2475002.58 frames. utt_duration=470 frames, utt_pad_proportion=0.0741, over 21131.20 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2862, pruned_loss=0.05306, over 2081564.93 frames. utt_duration=1316 frames, utt_pad_proportion=0.03152, over 6333.59 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3196, pruned_loss=0.08411, over 2475276.46 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07552, over 22573.60 utterances.], batch size: 98, lr: 2.65e-04
2022-08-30 01:40:33,595 INFO [train.py:927] (3/8) Epoch 15, batch 3850, giga_loss[loss=0.2291, simple_loss=0.3132, pruned_loss=0.07253, over 12338.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02818, over 66.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3185, pruned_loss=0.08271, over 2474476.96 frames. utt_duration=470 frames, utt_pad_proportion=0.07423, over 21123.31 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2864, pruned_loss=0.05312, over 2098227.08 frames. utt_duration=1315 frames, utt_pad_proportion=0.03194, over 6391.35 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3215, pruned_loss=0.08554, over 2475361.34 frames. utt_duration=435 frames, utt_pad_proportion=0.07577, over 22837.81 utterances.], batch size: 66, lr: 2.65e-04
2022-08-30 01:42:19,835 INFO [train.py:927] (3/8) Epoch 15, batch 3900, libri_loss[loss=0.209, simple_loss=0.299, pruned_loss=0.05948, over 12432.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01607, over 40.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3197, pruned_loss=0.08314, over 2474939.74 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07498, over 21906.06 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2859, pruned_loss=0.05296, over 2105743.41 frames. utt_duration=1318 frames, utt_pad_proportion=0.03146, over 6396.56 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3232, pruned_loss=0.0861, over 2475606.65 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07648, over 23562.05 utterances.], batch size: 40, lr: 2.65e-04
2022-08-30 01:44:03,166 INFO [train.py:927] (3/8) Epoch 15, batch 3950, giga_loss[loss=0.2394, simple_loss=0.3197, pruned_loss=0.07955, over 12362.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03482, over 104.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3178, pruned_loss=0.08023, over 2475052.68 frames. utt_duration=451 frames, utt_pad_proportion=0.07554, over 22024.66 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2858, pruned_loss=0.05292, over 2116637.57 frames. utt_duration=1316 frames, utt_pad_proportion=0.03166, over 6438.42 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3215, pruned_loss=0.08341, over 2475638.39 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07698, over 23729.14 utterances.], batch size: 104, lr: 2.65e-04
2022-08-30 01:45:47,659 INFO [train.py:927] (3/8) Epoch 15, batch 4000, giga_loss[loss=0.2101, simple_loss=0.2962, pruned_loss=0.06195, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04665, over 34.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3153, pruned_loss=0.07805, over 2474830.24 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07405, over 21936.75 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.05293, over 2130009.42 frames. utt_duration=1320 frames, utt_pad_proportion=0.03081, over 6459.66 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3192, pruned_loss=0.08158, over 2475978.52 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07602, over 23880.14 utterances.], batch size: 34, lr: 2.65e-04
2022-08-30 01:47:31,175 INFO [train.py:927] (3/8) Epoch 15, batch 4050, giga_loss[loss=0.2339, simple_loss=0.3117, pruned_loss=0.07806, over 12387.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03411, over 122.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.07768, over 2475127.62 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07643, over 22620.61 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05287, over 2136623.30 frames. utt_duration=1323 frames, utt_pad_proportion=0.03032, over 6467.33 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3181, pruned_loss=0.08094, over 2476248.65 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0781, over 24418.79 utterances.], batch size: 122, lr: 2.65e-04
2022-08-30 01:49:21,031 INFO [train.py:927] (3/8) Epoch 15, batch 4100, giga_loss[loss=0.2112, simple_loss=0.2935, pruned_loss=0.06451, over 12366.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03642, over 122.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3132, pruned_loss=0.07655, over 2475002.07 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07106, over 21530.62 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2858, pruned_loss=0.05289, over 2144943.94 frames. utt_duration=1330 frames, utt_pad_proportion=0.02977, over 6459.66 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.317, pruned_loss=0.0797, over 2475941.94 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07321, over 23332.90 utterances.], batch size: 122, lr: 2.65e-04
2022-08-30 01:51:09,734 INFO [train.py:927] (3/8) Epoch 15, batch 4150, giga_loss[loss=0.2046, simple_loss=0.2982, pruned_loss=0.05551, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03427, over 75.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3148, pruned_loss=0.07548, over 2475038.70 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07641, over 22283.87 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2867, pruned_loss=0.05293, over 2149602.66 frames. utt_duration=1325 frames, utt_pad_proportion=0.03056, over 6495.74 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3175, pruned_loss=0.07825, over 2475998.22 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07777, over 23877.68 utterances.], batch size: 75, lr: 2.65e-04
2022-08-30 01:52:57,167 INFO [train.py:927] (3/8) Epoch 15, batch 4200, giga_loss[loss=0.2853, simple_loss=0.3445, pruned_loss=0.113, over 12366.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06781, over 211.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.314, pruned_loss=0.0749, over 2474896.95 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07404, over 21428.14 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05287, over 2155900.15 frames. utt_duration=1329 frames, utt_pad_proportion=0.03011, over 6493.78 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3168, pruned_loss=0.07756, over 2475815.41 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07565, over 22972.39 utterances.], batch size: 211, lr: 2.65e-04
2022-08-30 01:54:42,619 INFO [train.py:927] (3/8) Epoch 15, batch 4250, giga_loss[loss=0.2276, simple_loss=0.3044, pruned_loss=0.07537, over 12159.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03524, over 30.00 utterances.], tot_loss[loss=0.23, simple_loss=0.312, pruned_loss=0.07395, over 2473889.76 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07622, over 21084.72 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2864, pruned_loss=0.05283, over 2166481.56 frames. utt_duration=1326 frames, utt_pad_proportion=0.03038, over 6540.44 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3152, pruned_loss=0.07681, over 2475007.30 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07778, over 22747.42 utterances.], batch size: 30, lr: 2.65e-04
2022-08-30 01:56:28,984 INFO [train.py:927] (3/8) Epoch 15, batch 4300, giga_loss[loss=0.1873, simple_loss=0.2833, pruned_loss=0.04564, over 12201.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03358, over 42.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3107, pruned_loss=0.07385, over 2474195.33 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07551, over 20664.45 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2864, pruned_loss=0.05285, over 2172353.97 frames. utt_duration=1328 frames, utt_pad_proportion=0.03026, over 6549.55 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3137, pruned_loss=0.0765, over 2475297.11 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07713, over 22240.58 utterances.], batch size: 42, lr: 2.65e-04
2022-08-30 01:58:17,765 INFO [train.py:927] (3/8) Epoch 15, batch 4350, giga_loss[loss=0.2453, simple_loss=0.3261, pruned_loss=0.08224, over 12377.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03535, over 122.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.31, pruned_loss=0.07247, over 2473910.07 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07382, over 20273.23 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2872, pruned_loss=0.05329, over 2178359.26 frames. utt_duration=1298 frames, utt_pad_proportion=0.03978, over 6719.87 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3122, pruned_loss=0.0746, over 2474776.60 frames. utt_duration=459.3 frames, utt_pad_proportion=0.0733, over 21618.34 utterances.], batch size: 122, lr: 2.65e-04
2022-08-30 02:00:02,970 INFO [train.py:927] (3/8) Epoch 15, batch 4400, giga_loss[loss=0.2131, simple_loss=0.2995, pruned_loss=0.06334, over 12383.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03295, over 104.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3079, pruned_loss=0.07129, over 2474056.04 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07427, over 19999.79 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05316, over 2185642.47 frames. utt_duration=1289 frames, utt_pad_proportion=0.04446, over 6788.04 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3105, pruned_loss=0.07351, over 2474773.70 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07267, over 21312.32 utterances.], batch size: 104, lr: 2.65e-04
2022-08-30 02:01:45,625 INFO [train.py:927] (3/8) Epoch 15, batch 4450, libri_loss[loss=0.2149, simple_loss=0.3079, pruned_loss=0.06094, over 12393.00 frames. utt_duration=764.3 frames, utt_pad_proportion=0.1305, over 65.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3083, pruned_loss=0.07221, over 2474902.60 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07336, over 20372.76 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05377, over 2195969.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.04935, over 6930.29 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3101, pruned_loss=0.0741, over 2475127.73 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07107, over 21752.96 utterances.], batch size: 65, lr: 2.65e-04
2022-08-30 02:03:30,854 INFO [train.py:927] (3/8) Epoch 15, batch 4500, giga_loss[loss=0.2131, simple_loss=0.3017, pruned_loss=0.06229, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0317, over 85.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3073, pruned_loss=0.07233, over 2474514.75 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07616, over 20584.89 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2879, pruned_loss=0.05367, over 2201700.91 frames. utt_duration=1258 frames, utt_pad_proportion=0.05262, over 7008.30 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.309, pruned_loss=0.07424, over 2474535.52 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07351, over 21847.38 utterances.], batch size: 85, lr: 2.65e-04
2022-08-30 02:05:16,318 INFO [train.py:927] (3/8) Epoch 15, batch 4550, giga_loss[loss=0.2059, simple_loss=0.2967, pruned_loss=0.05752, over 12358.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03185, over 62.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.305, pruned_loss=0.07141, over 2475141.44 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07248, over 20007.40 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2881, pruned_loss=0.05377, over 2207151.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05189, over 7010.10 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3066, pruned_loss=0.07317, over 2475148.67 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07087, over 21248.42 utterances.], batch size: 62, lr: 2.65e-04
2022-08-30 02:07:03,108 INFO [train.py:927] (3/8) Epoch 15, batch 4600, giga_loss[loss=0.2481, simple_loss=0.3274, pruned_loss=0.08442, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03155, over 97.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3051, pruned_loss=0.07065, over 2474518.25 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06721, over 19204.65 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2876, pruned_loss=0.05345, over 2216070.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.05057, over 6993.11 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3073, pruned_loss=0.07284, over 2474779.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06678, over 20603.04 utterances.], batch size: 97, lr: 2.65e-04
2022-08-30 02:08:46,657 INFO [train.py:927] (3/8) Epoch 15, batch 4650, giga_loss[loss=0.2018, simple_loss=0.2874, pruned_loss=0.05808, over 12293.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02738, over 45.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3051, pruned_loss=0.06986, over 2474935.02 frames. utt_duration=529.5 frames, utt_pad_proportion=0.06455, over 18747.00 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2882, pruned_loss=0.05367, over 2223545.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05011, over 7024.75 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3069, pruned_loss=0.0719, over 2475306.27 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06467, over 20167.85 utterances.], batch size: 45, lr: 2.65e-04
2022-08-30 02:10:35,845 INFO [train.py:927] (3/8) Epoch 15, batch 4700, giga_loss[loss=0.2419, simple_loss=0.3206, pruned_loss=0.08156, over 12439.00 frames. utt_duration=906.3 frames, utt_pad_proportion=0.03176, over 55.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3071, pruned_loss=0.07188, over 2474470.05 frames. utt_duration=508.5 frames, utt_pad_proportion=0.07031, over 19520.00 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2883, pruned_loss=0.05393, over 2228344.31 frames. utt_duration=1256 frames, utt_pad_proportion=0.05442, over 7105.98 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3087, pruned_loss=0.07359, over 2474947.00 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06904, over 20783.80 utterances.], batch size: 55, lr: 2.65e-04
2022-08-30 02:12:19,471 INFO [train.py:927] (3/8) Epoch 15, batch 4750, giga_loss[loss=0.1868, simple_loss=0.2736, pruned_loss=0.05, over 12286.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0344, over 28.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3063, pruned_loss=0.07216, over 2474482.16 frames. utt_duration=506.5 frames, utt_pad_proportion=0.0715, over 19596.46 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.0536, over 2234215.90 frames. utt_duration=1262 frames, utt_pad_proportion=0.05339, over 7089.46 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3086, pruned_loss=0.07422, over 2475063.54 frames. utt_duration=475 frames, utt_pad_proportion=0.07087, over 20907.17 utterances.], batch size: 28, lr: 2.65e-04
2022-08-30 02:14:01,828 INFO [train.py:927] (3/8) Epoch 15, batch 4800, giga_loss[loss=0.2366, simple_loss=0.3151, pruned_loss=0.07899, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3076, pruned_loss=0.07357, over 2475149.76 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07143, over 19933.82 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2878, pruned_loss=0.05365, over 2241202.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05304, over 7127.25 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.0757, over 2475719.92 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07123, over 21285.12 utterances.], batch size: 146, lr: 2.65e-04
2022-08-30 02:15:41,469 INFO [train.py:927] (3/8) Epoch 15, batch 4850, giga_loss[loss=0.2113, simple_loss=0.3074, pruned_loss=0.05764, over 12348.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03274, over 58.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.0719, over 2474665.31 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07115, over 19623.10 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2877, pruned_loss=0.05369, over 2248293.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.05277, over 7157.93 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3086, pruned_loss=0.07409, over 2474962.79 frames. utt_duration=472.4 frames, utt_pad_proportion=0.0713, over 21021.87 utterances.], batch size: 58, lr: 2.65e-04
2022-08-30 02:17:22,150 INFO [train.py:927] (3/8) Epoch 15, batch 4900, giga_loss[loss=0.211, simple_loss=0.3053, pruned_loss=0.05838, over 12319.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02454, over 74.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3044, pruned_loss=0.07038, over 2474133.28 frames. utt_duration=509.8 frames, utt_pad_proportion=0.07001, over 19468.54 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2876, pruned_loss=0.05364, over 2254385.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.05283, over 7188.90 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3068, pruned_loss=0.07264, over 2474907.84 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07034, over 20890.37 utterances.], batch size: 74, lr: 2.65e-04
2022-08-30 02:19:08,246 INFO [train.py:927] (3/8) Epoch 15, batch 4950, giga_loss[loss=0.2292, simple_loss=0.3043, pruned_loss=0.07709, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02683, over 42.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3039, pruned_loss=0.07071, over 2473951.24 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06729, over 19251.98 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05363, over 2256333.72 frames. utt_duration=1257 frames, utt_pad_proportion=0.05245, over 7188.04 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.306, pruned_loss=0.07264, over 2474770.70 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06787, over 20476.58 utterances.], batch size: 42, lr: 2.65e-04
2022-08-30 02:20:53,776 INFO [train.py:927] (3/8) Epoch 15, batch 5000, giga_loss[loss=0.29, simple_loss=0.3618, pruned_loss=0.1091, over 12370.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07062, over 211.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3074, pruned_loss=0.07215, over 2474499.74 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07228, over 19653.34 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.2877, pruned_loss=0.05383, over 2261482.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.05591, over 7258.80 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3093, pruned_loss=0.07395, over 2475407.85 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07166, over 20857.19 utterances.], batch size: 211, lr: 2.65e-04
2022-08-30 02:22:38,159 INFO [train.py:927] (3/8) Epoch 15, batch 5050, giga_loss[loss=0.235, simple_loss=0.322, pruned_loss=0.07401, over 12368.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3104, pruned_loss=0.07247, over 2475193.54 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07317, over 20241.94 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2875, pruned_loss=0.0538, over 2266627.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05478, over 7249.46 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3127, pruned_loss=0.07435, over 2476052.62 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07314, over 21507.66 utterances.], batch size: 113, lr: 2.65e-04
2022-08-30 02:24:19,307 INFO [train.py:927] (3/8) Epoch 15, batch 5100, giga_loss[loss=0.22, simple_loss=0.2991, pruned_loss=0.07044, over 12434.00 frames. utt_duration=580 frames, utt_pad_proportion=0.0366, over 86.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3105, pruned_loss=0.07287, over 2475636.90 frames. utt_duration=490 frames, utt_pad_proportion=0.07185, over 20269.03 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05359, over 2274577.14 frames. utt_duration=1258 frames, utt_pad_proportion=0.05315, over 7238.43 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3136, pruned_loss=0.07529, over 2476588.60 frames. utt_duration=456 frames, utt_pad_proportion=0.07263, over 21793.20 utterances.], batch size: 86, lr: 2.65e-04
2022-08-30 02:26:06,107 INFO [train.py:927] (3/8) Epoch 15, batch 5150, giga_loss[loss=0.2077, simple_loss=0.2926, pruned_loss=0.06138, over 12441.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3099, pruned_loss=0.07363, over 2474697.77 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06779, over 19520.49 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2866, pruned_loss=0.05345, over 2280268.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.05195, over 7210.66 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3134, pruned_loss=0.07618, over 2475653.18 frames. utt_duration=471 frames, utt_pad_proportion=0.06921, over 21091.63 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 02:27:51,218 INFO [train.py:927] (3/8) Epoch 15, batch 5200, giga_loss[loss=0.2322, simple_loss=0.3072, pruned_loss=0.07861, over 12363.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03187, over 97.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3091, pruned_loss=0.07372, over 2475302.06 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07077, over 20015.84 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2872, pruned_loss=0.05358, over 2284229.34 frames. utt_duration=1266 frames, utt_pad_proportion=0.05122, over 7228.35 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07598, over 2475975.12 frames. utt_duration=462.6 frames, utt_pad_proportion=0.07203, over 21474.93 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 02:29:36,377 INFO [train.py:927] (3/8) Epoch 15, batch 5250, libri_loss[loss=0.2398, simple_loss=0.3257, pruned_loss=0.07689, over 12228.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03095, over 45.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3079, pruned_loss=0.07329, over 2474886.39 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07317, over 19665.27 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.0537, over 2290577.59 frames. utt_duration=1264 frames, utt_pad_proportion=0.05094, over 7257.42 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3104, pruned_loss=0.07559, over 2475644.04 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07438, over 21203.61 utterances.], batch size: 45, lr: 2.64e-04
2022-08-30 02:31:23,196 INFO [train.py:927] (3/8) Epoch 15, batch 5300, giga_loss[loss=0.1933, simple_loss=0.2777, pruned_loss=0.0545, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03364, over 51.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07326, over 2474986.11 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07234, over 19673.90 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.287, pruned_loss=0.05353, over 2294887.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.04998, over 7239.14 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.07574, over 2475848.55 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07384, over 21223.17 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 02:33:06,618 INFO [train.py:927] (3/8) Epoch 15, batch 5350, giga_loss[loss=0.206, simple_loss=0.302, pruned_loss=0.055, over 12418.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02772, over 58.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3082, pruned_loss=0.07367, over 2475059.55 frames. utt_duration=509 frames, utt_pad_proportion=0.06679, over 19508.06 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.287, pruned_loss=0.05354, over 2295883.97 frames. utt_duration=1270 frames, utt_pad_proportion=0.04976, over 7239.95 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3105, pruned_loss=0.07569, over 2475655.89 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06842, over 20769.22 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 02:34:54,419 INFO [train.py:927] (3/8) Epoch 15, batch 5400, giga_loss[loss=0.2283, simple_loss=0.3005, pruned_loss=0.078, over 12426.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03136, over 80.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3092, pruned_loss=0.07479, over 2474129.28 frames. utt_duration=503 frames, utt_pad_proportion=0.07215, over 19731.39 utterances.], libri_tot_loss[loss=0.1973, simple_loss=0.2872, pruned_loss=0.05369, over 2299343.87 frames. utt_duration=1270 frames, utt_pad_proportion=0.04914, over 7249.17 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3112, pruned_loss=0.07662, over 2474676.06 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07344, over 20937.83 utterances.], batch size: 80, lr: 2.64e-04
2022-08-30 02:36:41,781 INFO [train.py:927] (3/8) Epoch 15, batch 5450, giga_loss[loss=0.2541, simple_loss=0.3375, pruned_loss=0.08539, over 12375.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06524, over 183.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3112, pruned_loss=0.07486, over 2473747.45 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07826, over 20587.07 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2871, pruned_loss=0.05365, over 2300041.15 frames. utt_duration=1272 frames, utt_pad_proportion=0.04914, over 7239.92 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.313, pruned_loss=0.07642, over 2474344.22 frames. utt_duration=459.6 frames, utt_pad_proportion=0.079, over 21603.34 utterances.], batch size: 183, lr: 2.64e-04
2022-08-30 02:38:27,865 INFO [train.py:927] (3/8) Epoch 15, batch 5500, giga_loss[loss=0.2244, simple_loss=0.3076, pruned_loss=0.07059, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.0308, over 58.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.314, pruned_loss=0.07651, over 2473430.36 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07909, over 21139.95 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2871, pruned_loss=0.05384, over 2304021.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.04816, over 7226.96 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.316, pruned_loss=0.07807, over 2474204.49 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08008, over 22251.81 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 02:40:12,413 INFO [train.py:927] (3/8) Epoch 15, batch 5550, giga_loss[loss=0.2662, simple_loss=0.3329, pruned_loss=0.09968, over 12403.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03906, over 133.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3153, pruned_loss=0.07749, over 2473704.69 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07978, over 21059.39 utterances.], libri_tot_loss[loss=0.197, simple_loss=0.2866, pruned_loss=0.05366, over 2306294.70 frames. utt_duration=1281 frames, utt_pad_proportion=0.04765, over 7210.66 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3177, pruned_loss=0.07919, over 2474557.18 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08078, over 22141.02 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 02:41:56,671 INFO [train.py:927] (3/8) Epoch 15, batch 5600, giga_loss[loss=0.3228, simple_loss=0.3592, pruned_loss=0.1432, over 12371.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3162, pruned_loss=0.0785, over 2473770.82 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08777, over 22347.82 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05361, over 2307720.89 frames. utt_duration=1283 frames, utt_pad_proportion=0.04728, over 7203.55 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3184, pruned_loss=0.08011, over 2474668.46 frames. utt_duration=425.7 frames, utt_pad_proportion=0.0884, over 23335.65 utterances.], batch size: 370, lr: 2.64e-04
2022-08-30 02:43:40,654 INFO [train.py:927] (3/8) Epoch 15, batch 5650, libri_loss[loss=0.2385, simple_loss=0.3263, pruned_loss=0.07537, over 12393.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.137, over 66.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3162, pruned_loss=0.07711, over 2473951.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08558, over 22604.65 utterances.], libri_tot_loss[loss=0.1967, simple_loss=0.2865, pruned_loss=0.05348, over 2312393.48 frames. utt_duration=1282 frames, utt_pad_proportion=0.04727, over 7224.64 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3188, pruned_loss=0.07914, over 2474878.18 frames. utt_duration=417.6 frames, utt_pad_proportion=0.08649, over 23787.75 utterances.], batch size: 66, lr: 2.64e-04
2022-08-30 02:45:25,843 INFO [train.py:927] (3/8) Epoch 15, batch 5700, giga_loss[loss=0.2191, simple_loss=0.3063, pruned_loss=0.06591, over 12462.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03047, over 75.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3155, pruned_loss=0.07672, over 2474124.16 frames. utt_duration=437 frames, utt_pad_proportion=0.08448, over 22721.30 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.286, pruned_loss=0.0532, over 2316022.72 frames. utt_duration=1287 frames, utt_pad_proportion=0.04644, over 7207.26 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3188, pruned_loss=0.07914, over 2475218.59 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08575, over 24053.80 utterances.], batch size: 75, lr: 2.64e-04
2022-08-30 02:47:10,368 INFO [train.py:927] (3/8) Epoch 15, batch 5750, libri_loss[loss=0.1901, simple_loss=0.2882, pruned_loss=0.04599, over 12398.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005369, over 34.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3136, pruned_loss=0.07628, over 2474616.74 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08477, over 22730.42 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2859, pruned_loss=0.05307, over 2318324.66 frames. utt_duration=1289 frames, utt_pad_proportion=0.04612, over 7203.13 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3167, pruned_loss=0.07864, over 2475546.22 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08601, over 24007.47 utterances.], batch size: 34, lr: 2.64e-04
2022-08-30 02:48:56,902 INFO [train.py:927] (3/8) Epoch 15, batch 5800, giga_loss[loss=0.2608, simple_loss=0.3195, pruned_loss=0.101, over 12351.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2062, over 370.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3104, pruned_loss=0.07477, over 2474408.59 frames. utt_duration=451.5 frames, utt_pad_proportion=0.0856, over 21994.55 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2859, pruned_loss=0.05313, over 2323252.20 frames. utt_duration=1294 frames, utt_pad_proportion=0.04501, over 7188.30 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3137, pruned_loss=0.07731, over 2475586.90 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08718, over 23508.53 utterances.], batch size: 370, lr: 2.64e-04
2022-08-30 02:50:41,227 INFO [train.py:927] (3/8) Epoch 15, batch 5850, giga_loss[loss=0.1892, simple_loss=0.2822, pruned_loss=0.04809, over 12362.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3097, pruned_loss=0.07512, over 2473705.71 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08405, over 21929.99 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.05311, over 2327130.32 frames. utt_duration=1294 frames, utt_pad_proportion=0.04502, over 7199.63 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3131, pruned_loss=0.07774, over 2475168.62 frames. utt_duration=422.2 frames, utt_pad_proportion=0.08577, over 23529.79 utterances.], batch size: 66, lr: 2.64e-04
2022-08-30 02:52:25,295 INFO [train.py:927] (3/8) Epoch 15, batch 5900, libri_loss[loss=0.1973, simple_loss=0.2964, pruned_loss=0.04905, over 12414.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02341, over 43.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3076, pruned_loss=0.07294, over 2474105.47 frames. utt_duration=429.3 frames, utt_pad_proportion=0.08735, over 23131.21 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05298, over 2329347.11 frames. utt_duration=1295 frames, utt_pad_proportion=0.04467, over 7201.70 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3106, pruned_loss=0.07541, over 2475225.38 frames. utt_duration=403.9 frames, utt_pad_proportion=0.08874, over 24602.96 utterances.], batch size: 43, lr: 2.64e-04
2022-08-30 02:54:13,919 INFO [train.py:927] (3/8) Epoch 15, batch 5950, libri_loss[loss=0.2423, simple_loss=0.3413, pruned_loss=0.07167, over 12389.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03935, over 46.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3072, pruned_loss=0.07271, over 2474508.86 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08738, over 23444.56 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.0532, over 2333044.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.04409, over 7208.57 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3097, pruned_loss=0.07494, over 2475309.27 frames. utt_duration=397.8 frames, utt_pad_proportion=0.08889, over 24979.85 utterances.], batch size: 46, lr: 2.64e-04
2022-08-30 02:55:59,784 INFO [train.py:927] (3/8) Epoch 15, batch 6000, giga_loss[loss=0.219, simple_loss=0.2942, pruned_loss=0.07188, over 12387.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03732, over 113.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3029, pruned_loss=0.07085, over 2474216.77 frames. utt_duration=451.3 frames, utt_pad_proportion=0.0845, over 22000.18 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2853, pruned_loss=0.05299, over 2338805.80 frames. utt_duration=1306 frames, utt_pad_proportion=0.04276, over 7170.83 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3064, pruned_loss=0.07361, over 2475319.33 frames. utt_duration=415.3 frames, utt_pad_proportion=0.08681, over 23924.05 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 02:55:59,786 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 02:56:14,017 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1745, simple_loss=0.2836, pruned_loss=0.03269, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 02:57:59,118 INFO [train.py:927] (3/8) Epoch 15, batch 6050, giga_loss[loss=0.2358, simple_loss=0.3153, pruned_loss=0.0782, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03188, over 97.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3039, pruned_loss=0.07098, over 2474367.44 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08368, over 21646.03 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.285, pruned_loss=0.05282, over 2341508.01 frames. utt_duration=1309 frames, utt_pad_proportion=0.04217, over 7161.57 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3074, pruned_loss=0.07365, over 2475207.45 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08601, over 23450.77 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 02:59:41,998 INFO [train.py:927] (3/8) Epoch 15, batch 6100, giga_loss[loss=0.2378, simple_loss=0.3107, pruned_loss=0.08241, over 12368.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03124, over 97.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3043, pruned_loss=0.07135, over 2474845.87 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07871, over 21254.54 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2846, pruned_loss=0.05271, over 2348045.78 frames. utt_duration=1316 frames, utt_pad_proportion=0.04055, over 7144.87 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3083, pruned_loss=0.07443, over 2475482.91 frames. utt_duration=425 frames, utt_pad_proportion=0.08199, over 23381.82 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:01:27,587 INFO [train.py:927] (3/8) Epoch 15, batch 6150, giga_loss[loss=0.2206, simple_loss=0.3105, pruned_loss=0.06538, over 12376.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03494, over 122.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3053, pruned_loss=0.07196, over 2474545.20 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07899, over 21640.65 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2848, pruned_loss=0.05274, over 2351070.17 frames. utt_duration=1318 frames, utt_pad_proportion=0.03971, over 7145.27 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07484, over 2475167.39 frames. utt_duration=419.7 frames, utt_pad_proportion=0.0821, over 23671.66 utterances.], batch size: 122, lr: 2.64e-04
2022-08-30 03:03:15,532 INFO [train.py:927] (3/8) Epoch 15, batch 6200, giga_loss[loss=0.2336, simple_loss=0.3223, pruned_loss=0.07245, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03561, over 113.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07443, over 2474130.29 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07929, over 22097.19 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2848, pruned_loss=0.05275, over 2353858.92 frames. utt_duration=1320 frames, utt_pad_proportion=0.03895, over 7139.62 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3121, pruned_loss=0.07718, over 2474862.48 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08216, over 24048.77 utterances.], batch size: 113, lr: 2.64e-04
2022-08-30 03:05:01,752 INFO [train.py:927] (3/8) Epoch 15, batch 6250, giga_loss[loss=0.2233, simple_loss=0.3105, pruned_loss=0.06809, over 12361.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03624, over 122.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.0754, over 2474091.97 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0786, over 21561.46 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2845, pruned_loss=0.05264, over 2355892.81 frames. utt_duration=1324 frames, utt_pad_proportion=0.03849, over 7127.02 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3131, pruned_loss=0.07806, over 2474980.16 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08133, over 23387.10 utterances.], batch size: 122, lr: 2.64e-04
2022-08-30 03:06:44,766 INFO [train.py:927] (3/8) Epoch 15, batch 6300, giga_loss[loss=0.23, simple_loss=0.3163, pruned_loss=0.07185, over 12452.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03518, over 105.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3108, pruned_loss=0.07437, over 2474153.46 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0749, over 21189.10 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2846, pruned_loss=0.05267, over 2358731.96 frames. utt_duration=1312 frames, utt_pad_proportion=0.04236, over 7197.56 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3139, pruned_loss=0.07697, over 2474949.31 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07668, over 22909.58 utterances.], batch size: 105, lr: 2.64e-04
2022-08-30 03:08:27,042 INFO [train.py:927] (3/8) Epoch 15, batch 6350, giga_loss[loss=0.2437, simple_loss=0.3222, pruned_loss=0.08265, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04096, over 114.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3103, pruned_loss=0.07486, over 2474264.91 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07802, over 21464.30 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2848, pruned_loss=0.0526, over 2361841.15 frames. utt_duration=1315 frames, utt_pad_proportion=0.04155, over 7193.80 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3133, pruned_loss=0.07761, over 2475165.78 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07976, over 23233.04 utterances.], batch size: 114, lr: 2.64e-04
2022-08-30 03:10:13,811 INFO [train.py:927] (3/8) Epoch 15, batch 6400, giga_loss[loss=0.2481, simple_loss=0.3132, pruned_loss=0.09144, over 12347.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3088, pruned_loss=0.07467, over 2473864.95 frames. utt_duration=464.1 frames, utt_pad_proportion=0.08135, over 21389.70 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05279, over 2366838.02 frames. utt_duration=1311 frames, utt_pad_proportion=0.04171, over 7227.31 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3122, pruned_loss=0.0777, over 2475019.89 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08301, over 23415.58 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:11:57,328 INFO [train.py:927] (3/8) Epoch 15, batch 6450, giga_loss[loss=0.1912, simple_loss=0.2702, pruned_loss=0.05611, over 12323.00 frames. utt_duration=967.9 frames, utt_pad_proportion=0.03599, over 51.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3083, pruned_loss=0.07497, over 2474721.67 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07963, over 21093.18 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2853, pruned_loss=0.05305, over 2369426.40 frames. utt_duration=1298 frames, utt_pad_proportion=0.04608, over 7311.56 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07765, over 2475699.56 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08021, over 22935.78 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:13:39,109 INFO [train.py:927] (3/8) Epoch 15, batch 6500, giga_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07284, over 12354.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05066, over 31.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3083, pruned_loss=0.07591, over 2474366.65 frames. utt_duration=455.9 frames, utt_pad_proportion=0.08646, over 21778.43 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.285, pruned_loss=0.05294, over 2371622.02 frames. utt_duration=1297 frames, utt_pad_proportion=0.04618, over 7320.45 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3114, pruned_loss=0.07861, over 2475516.12 frames. utt_duration=422 frames, utt_pad_proportion=0.08667, over 23543.83 utterances.], batch size: 31, lr: 2.64e-04
2022-08-30 03:15:21,136 INFO [train.py:927] (3/8) Epoch 15, batch 6550, libri_loss[loss=0.2181, simple_loss=0.3132, pruned_loss=0.06155, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01394, over 40.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3089, pruned_loss=0.07601, over 2474700.24 frames. utt_duration=472.5 frames, utt_pad_proportion=0.08094, over 21013.43 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2852, pruned_loss=0.05296, over 2374437.18 frames. utt_duration=1299 frames, utt_pad_proportion=0.04517, over 7318.02 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3119, pruned_loss=0.07881, over 2475841.83 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08214, over 22834.73 utterances.], batch size: 40, lr: 2.64e-04
2022-08-30 03:17:04,882 INFO [train.py:927] (3/8) Epoch 15, batch 6600, giga_loss[loss=0.2389, simple_loss=0.3135, pruned_loss=0.08217, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07233, over 212.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3094, pruned_loss=0.0763, over 2475345.53 frames. utt_duration=466.2 frames, utt_pad_proportion=0.08172, over 21305.99 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05277, over 2377920.94 frames. utt_duration=1291 frames, utt_pad_proportion=0.0459, over 7377.60 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3125, pruned_loss=0.07944, over 2476248.75 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08285, over 23142.26 utterances.], batch size: 212, lr: 2.64e-04
2022-08-30 03:18:47,198 INFO [train.py:927] (3/8) Epoch 15, batch 6650, giga_loss[loss=0.2573, simple_loss=0.3225, pruned_loss=0.09604, over 12363.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2037, over 369.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3086, pruned_loss=0.07572, over 2474578.46 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08255, over 21160.43 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05283, over 2380310.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.04495, over 7375.39 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3117, pruned_loss=0.07881, over 2475726.77 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08396, over 23011.66 utterances.], batch size: 369, lr: 2.64e-04
2022-08-30 03:20:29,589 INFO [train.py:927] (3/8) Epoch 15, batch 6700, giga_loss[loss=0.2529, simple_loss=0.3284, pruned_loss=0.08872, over 12422.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.31, pruned_loss=0.07632, over 2474899.45 frames. utt_duration=466.9 frames, utt_pad_proportion=0.08146, over 21268.68 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2857, pruned_loss=0.05301, over 2382250.19 frames. utt_duration=1291 frames, utt_pad_proportion=0.04461, over 7391.68 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3125, pruned_loss=0.07903, over 2475746.02 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08297, over 22968.17 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 03:22:14,688 INFO [train.py:927] (3/8) Epoch 15, batch 6750, giga_loss[loss=0.2195, simple_loss=0.3034, pruned_loss=0.06778, over 12351.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.0305, over 85.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3116, pruned_loss=0.07744, over 2474486.64 frames. utt_duration=462.5 frames, utt_pad_proportion=0.0828, over 21469.58 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2858, pruned_loss=0.0531, over 2383328.21 frames. utt_duration=1291 frames, utt_pad_proportion=0.04411, over 7390.77 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3138, pruned_loss=0.07984, over 2475434.83 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08425, over 23008.70 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 03:23:57,773 INFO [train.py:927] (3/8) Epoch 15, batch 6800, libri_loss[loss=0.1926, simple_loss=0.2795, pruned_loss=0.0529, over 12197.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004809, over 33.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3122, pruned_loss=0.07712, over 2473611.09 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08644, over 21761.06 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05302, over 2385128.15 frames. utt_duration=1296 frames, utt_pad_proportion=0.04327, over 7371.15 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.07967, over 2474784.71 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08788, over 23340.33 utterances.], batch size: 33, lr: 2.64e-04
2022-08-30 03:25:39,524 INFO [train.py:927] (3/8) Epoch 15, batch 6850, giga_loss[loss=0.2385, simple_loss=0.317, pruned_loss=0.08002, over 12363.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07627, over 2473364.88 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08303, over 21578.95 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2859, pruned_loss=0.05312, over 2386801.68 frames. utt_duration=1296 frames, utt_pad_proportion=0.04269, over 7372.75 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3137, pruned_loss=0.07865, over 2474352.19 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08482, over 23103.33 utterances.], batch size: 133, lr: 2.64e-04
2022-08-30 03:27:19,702 INFO [train.py:927] (3/8) Epoch 15, batch 6900, libri_loss[loss=0.2104, simple_loss=0.2964, pruned_loss=0.06221, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01496, over 40.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.311, pruned_loss=0.07558, over 2473345.03 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07844, over 20450.03 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2856, pruned_loss=0.05299, over 2389600.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.0421, over 7365.92 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3138, pruned_loss=0.07833, over 2474312.34 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08082, over 22121.73 utterances.], batch size: 40, lr: 2.64e-04
2022-08-30 03:29:03,048 INFO [train.py:927] (3/8) Epoch 15, batch 6950, giga_loss[loss=0.2483, simple_loss=0.317, pruned_loss=0.0898, over 12383.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03285, over 122.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.0758, over 2474019.11 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07927, over 20228.21 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05283, over 2392169.37 frames. utt_duration=1298 frames, utt_pad_proportion=0.04206, over 7382.80 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3134, pruned_loss=0.07876, over 2474709.60 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08151, over 21901.68 utterances.], batch size: 122, lr: 2.64e-04
2022-08-30 03:30:47,919 INFO [train.py:927] (3/8) Epoch 15, batch 7000, giga_loss[loss=0.2098, simple_loss=0.2955, pruned_loss=0.06204, over 12328.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.04623, over 26.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3118, pruned_loss=0.07701, over 2474176.66 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07592, over 20088.02 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05284, over 2392843.89 frames. utt_duration=1299 frames, utt_pad_proportion=0.04173, over 7376.97 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3144, pruned_loss=0.07955, over 2474856.53 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07813, over 21529.75 utterances.], batch size: 26, lr: 2.64e-04
2022-08-30 03:32:29,201 INFO [train.py:927] (3/8) Epoch 15, batch 7050, giga_loss[loss=0.2482, simple_loss=0.3242, pruned_loss=0.08606, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3121, pruned_loss=0.07697, over 2474481.67 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07234, over 19944.73 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05287, over 2395868.06 frames. utt_duration=1302 frames, utt_pad_proportion=0.0405, over 7368.02 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3152, pruned_loss=0.07983, over 2475222.61 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07513, over 21555.94 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:34:14,251 INFO [train.py:927] (3/8) Epoch 15, batch 7100, giga_loss[loss=0.2316, simple_loss=0.3124, pruned_loss=0.07542, over 12387.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02964, over 97.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07634, over 2474094.55 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07097, over 19659.19 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2852, pruned_loss=0.05275, over 2396858.92 frames. utt_duration=1305 frames, utt_pad_proportion=0.04007, over 7353.58 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3148, pruned_loss=0.07904, over 2474838.89 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07356, over 21117.18 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:35:54,788 INFO [train.py:927] (3/8) Epoch 15, batch 7150, giga_loss[loss=0.2037, simple_loss=0.2949, pruned_loss=0.05625, over 12308.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03221, over 51.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3117, pruned_loss=0.07635, over 2474974.01 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06957, over 19790.49 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2851, pruned_loss=0.05269, over 2398961.75 frames. utt_duration=1304 frames, utt_pad_proportion=0.04007, over 7368.37 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07923, over 2475744.55 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07204, over 21296.43 utterances.], batch size: 51, lr: 2.64e-04
2022-08-30 03:37:39,321 INFO [train.py:927] (3/8) Epoch 15, batch 7200, giga_loss[loss=0.1954, simple_loss=0.2854, pruned_loss=0.05272, over 12382.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02987, over 58.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3102, pruned_loss=0.0758, over 2475283.80 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06834, over 20082.07 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2849, pruned_loss=0.05255, over 2399391.96 frames. utt_duration=1307 frames, utt_pad_proportion=0.03981, over 7353.73 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3132, pruned_loss=0.07839, over 2476184.10 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07049, over 21388.56 utterances.], batch size: 58, lr: 2.64e-04
2022-08-30 03:39:21,727 INFO [train.py:927] (3/8) Epoch 15, batch 7250, giga_loss[loss=0.2397, simple_loss=0.3011, pruned_loss=0.08912, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3068, pruned_loss=0.07464, over 2474760.43 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07119, over 20012.76 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05257, over 2400740.98 frames. utt_duration=1309 frames, utt_pad_proportion=0.03917, over 7346.71 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3095, pruned_loss=0.07704, over 2475606.54 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07306, over 21260.02 utterances.], batch size: 369, lr: 2.64e-04
2022-08-30 03:41:12,459 INFO [train.py:927] (3/8) Epoch 15, batch 7300, libri_loss[loss=0.2017, simple_loss=0.291, pruned_loss=0.05621, over 12295.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006638, over 35.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3049, pruned_loss=0.07372, over 2474397.45 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0658, over 19444.39 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.0525, over 2402586.90 frames. utt_duration=1311 frames, utt_pad_proportion=0.03848, over 7340.05 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3075, pruned_loss=0.07619, over 2475069.08 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06808, over 20728.39 utterances.], batch size: 35, lr: 2.64e-04
2022-08-30 03:42:58,122 INFO [train.py:927] (3/8) Epoch 15, batch 7350, giga_loss[loss=0.1984, simple_loss=0.2869, pruned_loss=0.05491, over 12346.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03294, over 97.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.305, pruned_loss=0.072, over 2474911.70 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07027, over 20790.86 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05283, over 2403989.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04245, over 7409.16 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.307, pruned_loss=0.07406, over 2475452.86 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07093, over 21963.55 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:44:40,176 INFO [train.py:927] (3/8) Epoch 15, batch 7400, libri_loss[loss=0.1771, simple_loss=0.2687, pruned_loss=0.04271, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006354, over 33.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3034, pruned_loss=0.06938, over 2475159.82 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07036, over 21673.00 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05281, over 2405474.79 frames. utt_duration=1303 frames, utt_pad_proportion=0.04152, over 7392.15 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3057, pruned_loss=0.07152, over 2476163.57 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07139, over 23020.60 utterances.], batch size: 33, lr: 2.64e-04
2022-08-30 03:46:25,979 INFO [train.py:927] (3/8) Epoch 15, batch 7450, giga_loss[loss=0.2119, simple_loss=0.3085, pruned_loss=0.05761, over 12474.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.027, over 55.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3009, pruned_loss=0.06621, over 2475173.43 frames. utt_duration=462.1 frames, utt_pad_proportion=0.0723, over 21491.19 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2853, pruned_loss=0.05282, over 2407804.15 frames. utt_duration=1306 frames, utt_pad_proportion=0.04045, over 7384.48 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3033, pruned_loss=0.06841, over 2476057.16 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07364, over 23038.61 utterances.], batch size: 55, lr: 2.64e-04
2022-08-30 03:48:10,602 INFO [train.py:927] (3/8) Epoch 15, batch 7500, giga_loss[loss=0.2511, simple_loss=0.3176, pruned_loss=0.0923, over 12365.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.3013, pruned_loss=0.06526, over 2475587.75 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07225, over 21816.38 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2853, pruned_loss=0.0529, over 2409292.80 frames. utt_duration=1310 frames, utt_pad_proportion=0.03975, over 7366.09 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3035, pruned_loss=0.06721, over 2476467.10 frames. utt_duration=425.1 frames, utt_pad_proportion=0.07366, over 23383.68 utterances.], batch size: 258, lr: 2.64e-04
2022-08-30 03:49:49,897 INFO [train.py:927] (3/8) Epoch 15, batch 7550, giga_loss[loss=0.1888, simple_loss=0.2816, pruned_loss=0.04806, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03108, over 97.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2995, pruned_loss=0.06386, over 2476088.62 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07273, over 22323.20 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2854, pruned_loss=0.05291, over 2409707.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04052, over 7394.26 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3013, pruned_loss=0.06543, over 2476711.49 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07368, over 23583.67 utterances.], batch size: 97, lr: 2.64e-04
2022-08-30 03:51:33,234 INFO [train.py:927] (3/8) Epoch 15, batch 7600, giga_loss[loss=0.2013, simple_loss=0.2918, pruned_loss=0.05534, over 12343.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2979, pruned_loss=0.06232, over 2475987.17 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07349, over 23349.99 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2851, pruned_loss=0.05271, over 2410413.92 frames. utt_duration=1309 frames, utt_pad_proportion=0.04013, over 7373.44 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2998, pruned_loss=0.06388, over 2476753.39 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07441, over 24587.36 utterances.], batch size: 85, lr: 2.64e-04
2022-08-30 03:53:15,367 INFO [train.py:927] (3/8) Epoch 15, batch 7650, giga_loss[loss=0.1739, simple_loss=0.2594, pruned_loss=0.04425, over 12346.00 frames. utt_duration=140.1 frames, utt_pad_proportion=0.1759, over 356.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2961, pruned_loss=0.06084, over 2476174.62 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07261, over 23617.16 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2848, pruned_loss=0.05259, over 2411326.19 frames. utt_duration=1310 frames, utt_pad_proportion=0.03978, over 7369.85 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2979, pruned_loss=0.06229, over 2476855.05 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07358, over 24814.51 utterances.], batch size: 356, lr: 2.64e-04
2022-08-30 03:54:59,929 INFO [train.py:927] (3/8) Epoch 15, batch 7700, giga_loss[loss=0.1929, simple_loss=0.2849, pruned_loss=0.05045, over 12434.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03665, over 123.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2932, pruned_loss=0.05877, over 2475928.95 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06958, over 23332.95 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2851, pruned_loss=0.0527, over 2413578.21 frames. utt_duration=1304 frames, utt_pad_proportion=0.04017, over 7410.73 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2948, pruned_loss=0.0601, over 2476742.49 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07075, over 24839.11 utterances.], batch size: 123, lr: 2.64e-04
2022-08-30 03:56:44,571 INFO [train.py:927] (3/8) Epoch 15, batch 7750, giga_loss[loss=0.1754, simple_loss=0.2784, pruned_loss=0.03625, over 12356.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2924, pruned_loss=0.05832, over 2476584.36 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06831, over 23734.62 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2855, pruned_loss=0.05286, over 2414136.04 frames. utt_duration=1306 frames, utt_pad_proportion=0.03971, over 7399.61 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2934, pruned_loss=0.05931, over 2477545.72 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06951, over 25139.93 utterances.], batch size: 70, lr: 2.64e-04
2022-08-30 03:58:39,669 INFO [train.py:927] (3/8) Epoch 15, batch 7800, libri_loss[loss=0.2153, simple_loss=0.3413, pruned_loss=0.04465, over 12219.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006821, over 31.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2932, pruned_loss=0.05796, over 2476554.60 frames. utt_duration=404.7 frames, utt_pad_proportion=0.0717, over 24564.89 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2854, pruned_loss=0.05262, over 2416200.92 frames. utt_duration=1311 frames, utt_pad_proportion=0.03865, over 7381.66 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2943, pruned_loss=0.05917, over 2477701.25 frames. utt_duration=378.2 frames, utt_pad_proportion=0.073, over 26307.68 utterances.], batch size: 31, lr: 2.64e-04
2022-08-30 04:00:44,629 INFO [train.py:927] (3/8) Epoch 15, batch 7850, giga_loss[loss=0.1846, simple_loss=0.2764, pruned_loss=0.04639, over 12446.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.294, pruned_loss=0.0576, over 2477203.05 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06924, over 25040.42 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2861, pruned_loss=0.05265, over 2416765.27 frames. utt_duration=1312 frames, utt_pad_proportion=0.03836, over 7373.88 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2944, pruned_loss=0.05856, over 2478146.93 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07052, over 26569.57 utterances.], batch size: 105, lr: 2.64e-04
2022-08-30 04:02:42,318 INFO [train.py:927] (3/8) Epoch 15, batch 7900, giga_loss[loss=0.1755, simple_loss=0.2728, pruned_loss=0.03909, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02754, over 48.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2927, pruned_loss=0.05615, over 2476884.76 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06782, over 25003.06 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2863, pruned_loss=0.05262, over 2417894.90 frames. utt_duration=1313 frames, utt_pad_proportion=0.03792, over 7372.57 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2929, pruned_loss=0.05702, over 2477980.05 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06922, over 26625.63 utterances.], batch size: 48, lr: 2.64e-04
2022-08-30 04:04:51,443 INFO [train.py:927] (3/8) Epoch 15, batch 7950, giga_loss[loss=0.1975, simple_loss=0.2832, pruned_loss=0.05595, over 12476.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03287, over 86.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2897, pruned_loss=0.05502, over 2476484.42 frames. utt_duration=398.5 frames, utt_pad_proportion=0.06875, over 24938.25 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2863, pruned_loss=0.05266, over 2418734.01 frames. utt_duration=1317 frames, utt_pad_proportion=0.03746, over 7355.29 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.29, pruned_loss=0.05575, over 2477939.45 frames. utt_duration=373.3 frames, utt_pad_proportion=0.0701, over 26650.10 utterances.], batch size: 86, lr: 2.64e-04
2022-08-30 04:06:46,703 INFO [train.py:927] (3/8) Epoch 15, batch 8000, giga_loss[loss=0.236, simple_loss=0.332, pruned_loss=0.06994, over 12427.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04895, over 147.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2888, pruned_loss=0.05435, over 2476927.58 frames. utt_duration=396.7 frames, utt_pad_proportion=0.0673, over 25054.36 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2862, pruned_loss=0.05266, over 2419403.43 frames. utt_duration=1320 frames, utt_pad_proportion=0.03717, over 7342.08 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2892, pruned_loss=0.05495, over 2478257.36 frames. utt_duration=373 frames, utt_pad_proportion=0.06862, over 26668.47 utterances.], batch size: 147, lr: 2.63e-04
2022-08-30 04:09:02,625 INFO [train.py:927] (3/8) Epoch 15, batch 8050, giga_loss[loss=0.1615, simple_loss=0.259, pruned_loss=0.03202, over 12322.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02644, over 74.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2894, pruned_loss=0.05413, over 2476913.28 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06965, over 25916.40 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2863, pruned_loss=0.0527, over 2419770.42 frames. utt_duration=1318 frames, utt_pad_proportion=0.03714, over 7351.37 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05456, over 2477874.34 frames. utt_duration=364.8 frames, utt_pad_proportion=0.07061, over 27262.85 utterances.], batch size: 74, lr: 2.63e-04
2022-08-30 04:11:05,221 INFO [train.py:927] (3/8) Epoch 15, batch 8100, giga_loss[loss=0.2013, simple_loss=0.2866, pruned_loss=0.05796, over 12419.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03948, over 133.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2882, pruned_loss=0.05382, over 2477382.55 frames. utt_duration=391 frames, utt_pad_proportion=0.06975, over 25429.81 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2861, pruned_loss=0.05263, over 2421531.08 frames. utt_duration=1322 frames, utt_pad_proportion=0.03649, over 7335.06 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2885, pruned_loss=0.05425, over 2478100.35 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07091, over 27015.61 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 04:13:03,371 INFO [train.py:927] (3/8) Epoch 15, batch 8150, libri_loss[loss=0.2075, simple_loss=0.3001, pruned_loss=0.05746, over 12385.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006411, over 34.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2909, pruned_loss=0.05403, over 2477481.28 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06783, over 24968.32 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2863, pruned_loss=0.05275, over 2423324.49 frames. utt_duration=1324 frames, utt_pad_proportion=0.03553, over 7329.68 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2911, pruned_loss=0.05434, over 2478427.43 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06944, over 26891.77 utterances.], batch size: 34, lr: 2.63e-04
2022-08-30 04:15:09,245 INFO [train.py:927] (3/8) Epoch 15, batch 8200, giga_loss[loss=0.1814, simple_loss=0.28, pruned_loss=0.04136, over 12353.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.034, over 51.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2916, pruned_loss=0.05291, over 2477597.68 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06771, over 24602.73 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2863, pruned_loss=0.05272, over 2424344.62 frames. utt_duration=1324 frames, utt_pad_proportion=0.03501, over 7331.07 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2918, pruned_loss=0.0532, over 2478395.90 frames. utt_duration=376.5 frames, utt_pad_proportion=0.06927, over 26415.99 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 04:17:15,220 INFO [train.py:927] (3/8) Epoch 15, batch 8250, libri_loss[loss=0.177, simple_loss=0.2728, pruned_loss=0.04057, over 12222.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006841, over 31.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2911, pruned_loss=0.05278, over 2477373.78 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06694, over 24193.00 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2862, pruned_loss=0.0527, over 2425512.35 frames. utt_duration=1328 frames, utt_pad_proportion=0.03419, over 7312.64 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2915, pruned_loss=0.05303, over 2478626.60 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06876, over 26219.77 utterances.], batch size: 31, lr: 2.63e-04
2022-08-30 04:19:40,883 INFO [train.py:927] (3/8) Epoch 15, batch 8300, giga_loss[loss=0.1833, simple_loss=0.2716, pruned_loss=0.04749, over 12335.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03409, over 51.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2906, pruned_loss=0.05344, over 2476753.21 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06529, over 23575.74 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05264, over 2427014.10 frames. utt_duration=1332 frames, utt_pad_proportion=0.03348, over 7296.55 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2915, pruned_loss=0.05369, over 2477785.05 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06731, over 25661.21 utterances.], batch size: 51, lr: 2.63e-04
2022-08-30 04:21:49,109 INFO [train.py:927] (3/8) Epoch 15, batch 8350, giga_loss[loss=0.1988, simple_loss=0.2801, pruned_loss=0.05875, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03442, over 40.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2879, pruned_loss=0.05286, over 2476993.48 frames. utt_duration=416.3 frames, utt_pad_proportion=0.0684, over 23870.47 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2856, pruned_loss=0.05268, over 2428048.73 frames. utt_duration=1335 frames, utt_pad_proportion=0.03291, over 7283.31 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2888, pruned_loss=0.05304, over 2478014.60 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0701, over 25925.23 utterances.], batch size: 40, lr: 2.63e-04
2022-08-30 04:23:59,420 INFO [train.py:927] (3/8) Epoch 15, batch 8400, giga_loss[loss=0.2226, simple_loss=0.306, pruned_loss=0.06963, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04034, over 113.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2864, pruned_loss=0.05244, over 2477270.99 frames. utt_duration=395.3 frames, utt_pad_proportion=0.07435, over 25140.35 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2856, pruned_loss=0.05273, over 2428540.81 frames. utt_duration=1323 frames, utt_pad_proportion=0.03742, over 7351.29 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2871, pruned_loss=0.05255, over 2478301.48 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07445, over 26940.21 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 04:26:00,833 INFO [train.py:927] (3/8) Epoch 15, batch 8450, giga_loss[loss=0.2244, simple_loss=0.3005, pruned_loss=0.07417, over 12387.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03691, over 113.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2873, pruned_loss=0.05279, over 2477753.07 frames. utt_duration=399.9 frames, utt_pad_proportion=0.07149, over 24856.63 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05274, over 2429418.09 frames. utt_duration=1322 frames, utt_pad_proportion=0.03695, over 7360.26 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2877, pruned_loss=0.05286, over 2478649.43 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07203, over 26573.49 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 04:28:04,867 INFO [train.py:927] (3/8) Epoch 15, batch 8500, giga_loss[loss=0.1925, simple_loss=0.2855, pruned_loss=0.04972, over 12380.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.06742, over 211.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05313, over 2478063.17 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07254, over 24629.97 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2856, pruned_loss=0.05256, over 2431021.71 frames. utt_duration=1307 frames, utt_pad_proportion=0.04123, over 7448.01 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2874, pruned_loss=0.05337, over 2478849.64 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07228, over 26491.23 utterances.], batch size: 211, lr: 2.63e-04
2022-08-30 04:30:19,851 INFO [train.py:927] (3/8) Epoch 15, batch 8550, giga_loss[loss=0.2019, simple_loss=0.3016, pruned_loss=0.05111, over 12404.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02654, over 85.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2882, pruned_loss=0.0534, over 2477877.60 frames. utt_duration=409.2 frames, utt_pad_proportion=0.07112, over 24294.05 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05259, over 2432125.92 frames. utt_duration=1298 frames, utt_pad_proportion=0.04458, over 7505.73 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2889, pruned_loss=0.05361, over 2479005.83 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07053, over 26287.69 utterances.], batch size: 85, lr: 2.63e-04
2022-08-30 04:32:35,765 INFO [train.py:927] (3/8) Epoch 15, batch 8600, giga_loss[loss=0.1852, simple_loss=0.2697, pruned_loss=0.05039, over 12408.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.033, over 105.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2871, pruned_loss=0.05283, over 2477596.03 frames. utt_duration=414.1 frames, utt_pad_proportion=0.0699, over 23999.88 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05287, over 2433623.16 frames. utt_duration=1297 frames, utt_pad_proportion=0.0437, over 7514.37 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2872, pruned_loss=0.05275, over 2478362.79 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06998, over 26052.28 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 04:34:42,269 INFO [train.py:927] (3/8) Epoch 15, batch 8650, giga_loss[loss=0.1908, simple_loss=0.2833, pruned_loss=0.04913, over 12434.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03187, over 122.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2832, pruned_loss=0.05179, over 2477879.72 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0721, over 24491.60 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.05288, over 2433996.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.04368, over 7520.27 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2832, pruned_loss=0.05171, over 2478546.53 frames. utt_duration=378.7 frames, utt_pad_proportion=0.07212, over 26260.06 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 04:36:34,445 INFO [train.py:927] (3/8) Epoch 15, batch 8700, giga_loss[loss=0.1935, simple_loss=0.2829, pruned_loss=0.05201, over 12376.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2839, pruned_loss=0.05262, over 2477689.41 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07012, over 24401.94 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2855, pruned_loss=0.05273, over 2435441.77 frames. utt_duration=1305 frames, utt_pad_proportion=0.04228, over 7472.24 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2842, pruned_loss=0.05263, over 2478888.07 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07092, over 26647.22 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:38:38,124 INFO [train.py:927] (3/8) Epoch 15, batch 8750, giga_loss[loss=0.2108, simple_loss=0.3052, pruned_loss=0.05819, over 12421.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03546, over 105.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2835, pruned_loss=0.05213, over 2477821.47 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07133, over 24963.89 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05289, over 2435862.63 frames. utt_duration=1305 frames, utt_pad_proportion=0.04179, over 7473.14 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2834, pruned_loss=0.05198, over 2478967.08 frames. utt_duration=368.7 frames, utt_pad_proportion=0.07211, over 26980.58 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 04:40:52,637 INFO [train.py:927] (3/8) Epoch 15, batch 8800, giga_loss[loss=0.1768, simple_loss=0.2705, pruned_loss=0.0416, over 12398.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0407, over 133.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2829, pruned_loss=0.05223, over 2477714.86 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06922, over 24580.19 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.286, pruned_loss=0.0529, over 2436443.01 frames. utt_duration=1296 frames, utt_pad_proportion=0.04506, over 7527.34 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2827, pruned_loss=0.05209, over 2479255.89 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06935, over 26619.00 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 04:43:01,711 INFO [train.py:927] (3/8) Epoch 15, batch 8850, giga_loss[loss=0.242, simple_loss=0.307, pruned_loss=0.08856, over 12416.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09976, over 257.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2822, pruned_loss=0.05179, over 2478039.60 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06928, over 24443.32 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05283, over 2437268.82 frames. utt_duration=1298 frames, utt_pad_proportion=0.0445, over 7521.14 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.282, pruned_loss=0.05172, over 2479473.21 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06968, over 26448.81 utterances.], batch size: 257, lr: 2.63e-04
2022-08-30 04:45:03,004 INFO [train.py:927] (3/8) Epoch 15, batch 8900, giga_loss[loss=0.1707, simple_loss=0.2585, pruned_loss=0.04143, over 12483.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03126, over 43.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2816, pruned_loss=0.05144, over 2478643.07 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06761, over 24289.27 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.286, pruned_loss=0.05282, over 2437903.04 frames. utt_duration=1301 frames, utt_pad_proportion=0.04401, over 7506.38 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2814, pruned_loss=0.05138, over 2479763.22 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06825, over 26125.38 utterances.], batch size: 43, lr: 2.63e-04
2022-08-30 04:47:02,443 INFO [train.py:927] (3/8) Epoch 15, batch 8950, libri_loss[loss=0.1752, simple_loss=0.2592, pruned_loss=0.04563, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006555, over 33.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05117, over 2478067.21 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06739, over 24624.87 utterances.], libri_tot_loss[loss=0.1961, simple_loss=0.2862, pruned_loss=0.05297, over 2438787.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.04319, over 7515.73 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2825, pruned_loss=0.05095, over 2479646.91 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06843, over 26739.30 utterances.], batch size: 33, lr: 2.63e-04
2022-08-30 04:49:01,824 INFO [train.py:927] (3/8) Epoch 15, batch 9000, giga_loss[loss=0.2095, simple_loss=0.2922, pruned_loss=0.06342, over 12386.00 frames. utt_duration=583.9 frames, utt_pad_proportion=0.03012, over 85.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2841, pruned_loss=0.05159, over 2476913.53 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06838, over 24262.38 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05289, over 2439721.49 frames. utt_duration=1297 frames, utt_pad_proportion=0.04728, over 7535.24 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.284, pruned_loss=0.05139, over 2479101.87 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06844, over 26766.92 utterances.], batch size: 85, lr: 2.63e-04
2022-08-30 04:49:01,825 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 04:49:18,907 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1775, simple_loss=0.2904, pruned_loss=0.03234, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 04:51:18,988 INFO [train.py:927] (3/8) Epoch 15, batch 9050, giga_loss[loss=0.1606, simple_loss=0.244, pruned_loss=0.03858, over 12364.00 frames. utt_duration=143 frames, utt_pad_proportion=0.1587, over 349.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2832, pruned_loss=0.05085, over 2477278.23 frames. utt_duration=396.4 frames, utt_pad_proportion=0.0692, over 25074.33 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2856, pruned_loss=0.05284, over 2440532.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04643, over 7520.07 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.05071, over 2479120.26 frames. utt_duration=362.4 frames, utt_pad_proportion=0.06949, over 27457.70 utterances.], batch size: 349, lr: 2.63e-04
2022-08-30 04:53:17,389 INFO [train.py:927] (3/8) Epoch 15, batch 9100, giga_loss[loss=0.1702, simple_loss=0.2516, pruned_loss=0.04445, over 12448.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03794, over 43.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05026, over 2477273.35 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06657, over 24311.81 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2858, pruned_loss=0.05279, over 2441611.83 frames. utt_duration=1290 frames, utt_pad_proportion=0.0474, over 7580.32 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.282, pruned_loss=0.05014, over 2478778.75 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06701, over 26625.54 utterances.], batch size: 43, lr: 2.63e-04
2022-08-30 04:55:23,966 INFO [train.py:927] (3/8) Epoch 15, batch 9150, libri_loss[loss=0.1943, simple_loss=0.2792, pruned_loss=0.05465, over 12276.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007212, over 32.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.0505, over 2477018.16 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06996, over 24867.11 utterances.], libri_tot_loss[loss=0.1956, simple_loss=0.2857, pruned_loss=0.05278, over 2441975.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.05097, over 7639.91 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2824, pruned_loss=0.05039, over 2478375.36 frames. utt_duration=370 frames, utt_pad_proportion=0.06939, over 26880.34 utterances.], batch size: 32, lr: 2.63e-04
2022-08-30 04:57:23,007 INFO [train.py:927] (3/8) Epoch 15, batch 9200, giga_loss[loss=0.2171, simple_loss=0.3056, pruned_loss=0.06435, over 12396.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.0511, over 2477006.35 frames. utt_duration=415 frames, utt_pad_proportion=0.06585, over 23947.53 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2853, pruned_loss=0.05265, over 2442035.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.05066, over 7620.56 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2837, pruned_loss=0.05111, over 2478333.03 frames. utt_duration=387 frames, utt_pad_proportion=0.06576, over 25698.68 utterances.], batch size: 91, lr: 2.63e-04
2022-08-30 04:59:20,456 INFO [train.py:927] (3/8) Epoch 15, batch 9250, giga_loss[loss=0.1984, simple_loss=0.2979, pruned_loss=0.04947, over 12387.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.035, over 122.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2862, pruned_loss=0.05223, over 2476480.68 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06723, over 24120.50 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05249, over 2442427.93 frames. utt_duration=1282 frames, utt_pad_proportion=0.05057, over 7632.20 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2865, pruned_loss=0.05234, over 2477930.53 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06718, over 25852.99 utterances.], batch size: 122, lr: 2.63e-04
2022-08-30 05:01:41,660 INFO [train.py:927] (3/8) Epoch 15, batch 9300, giga_loss[loss=0.2065, simple_loss=0.2963, pruned_loss=0.05835, over 12402.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2861, pruned_loss=0.05233, over 2477406.28 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06624, over 23900.29 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.05249, over 2443243.00 frames. utt_duration=1283 frames, utt_pad_proportion=0.04988, over 7625.63 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2864, pruned_loss=0.05241, over 2478447.26 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06655, over 25584.96 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:03:39,961 INFO [train.py:927] (3/8) Epoch 15, batch 9350, giga_loss[loss=0.2149, simple_loss=0.3024, pruned_loss=0.06368, over 12391.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03942, over 113.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05236, over 2477423.78 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06328, over 24060.11 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2848, pruned_loss=0.05236, over 2443309.76 frames. utt_duration=1288 frames, utt_pad_proportion=0.04918, over 7597.35 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05254, over 2478834.62 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06395, over 25726.65 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 05:05:43,434 INFO [train.py:927] (3/8) Epoch 15, batch 9400, giga_loss[loss=0.1646, simple_loss=0.2529, pruned_loss=0.0382, over 12479.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.027, over 75.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2834, pruned_loss=0.05213, over 2477363.72 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06666, over 24038.11 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2843, pruned_loss=0.05219, over 2444152.86 frames. utt_duration=1293 frames, utt_pad_proportion=0.04796, over 7570.74 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2843, pruned_loss=0.05244, over 2478809.95 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06751, over 25954.59 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 05:07:40,782 INFO [train.py:927] (3/8) Epoch 15, batch 9450, giga_loss[loss=0.1791, simple_loss=0.2742, pruned_loss=0.042, over 12357.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2827, pruned_loss=0.05154, over 2477103.60 frames. utt_duration=408.3 frames, utt_pad_proportion=0.06842, over 24340.63 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2837, pruned_loss=0.05207, over 2444745.93 frames. utt_duration=1299 frames, utt_pad_proportion=0.04697, over 7534.04 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2839, pruned_loss=0.0519, over 2478596.59 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06938, over 26356.69 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 05:09:43,494 INFO [train.py:927] (3/8) Epoch 15, batch 9500, giga_loss[loss=0.1754, simple_loss=0.2756, pruned_loss=0.03758, over 12349.00 frames. utt_duration=707 frames, utt_pad_proportion=0.02751, over 70.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.05058, over 2475978.75 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06881, over 23727.32 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2835, pruned_loss=0.05202, over 2445331.19 frames. utt_duration=1300 frames, utt_pad_proportion=0.04619, over 7532.88 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2844, pruned_loss=0.05088, over 2477480.34 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06996, over 25780.04 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 05:11:49,308 INFO [train.py:927] (3/8) Epoch 15, batch 9550, giga_loss[loss=0.1889, simple_loss=0.2789, pruned_loss=0.04942, over 12401.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05199, over 161.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2839, pruned_loss=0.05019, over 2476799.18 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06749, over 23799.42 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2836, pruned_loss=0.05209, over 2445782.85 frames. utt_duration=1302 frames, utt_pad_proportion=0.04566, over 7520.93 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2847, pruned_loss=0.05035, over 2478006.07 frames. utt_duration=387.9 frames, utt_pad_proportion=0.0687, over 25634.39 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 05:13:55,130 INFO [train.py:927] (3/8) Epoch 15, batch 9600, giga_loss[loss=0.1894, simple_loss=0.2826, pruned_loss=0.04812, over 12413.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2845, pruned_loss=0.05037, over 2477445.35 frames. utt_duration=403 frames, utt_pad_proportion=0.06571, over 24661.59 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2841, pruned_loss=0.05219, over 2446494.98 frames. utt_duration=1306 frames, utt_pad_proportion=0.04458, over 7504.51 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2847, pruned_loss=0.05034, over 2478601.03 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06721, over 26621.80 utterances.], batch size: 182, lr: 2.63e-04
2022-08-30 05:16:08,593 INFO [train.py:927] (3/8) Epoch 15, batch 9650, giga_loss[loss=0.2204, simple_loss=0.2981, pruned_loss=0.07136, over 12408.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09679, over 256.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2852, pruned_loss=0.05051, over 2477246.35 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06573, over 25116.09 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2839, pruned_loss=0.05212, over 2446643.33 frames. utt_duration=1310 frames, utt_pad_proportion=0.04388, over 7481.10 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2856, pruned_loss=0.05053, over 2478718.06 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06719, over 27089.13 utterances.], batch size: 256, lr: 2.63e-04
2022-08-30 05:18:25,400 INFO [train.py:927] (3/8) Epoch 15, batch 9700, giga_loss[loss=0.2094, simple_loss=0.3004, pruned_loss=0.05923, over 12444.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04921, over 161.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2868, pruned_loss=0.05092, over 2476657.40 frames. utt_duration=403 frames, utt_pad_proportion=0.06679, over 24657.32 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2835, pruned_loss=0.05184, over 2447615.59 frames. utt_duration=1312 frames, utt_pad_proportion=0.04276, over 7468.10 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2876, pruned_loss=0.05113, over 2478024.85 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06844, over 26900.73 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 05:20:42,353 INFO [train.py:927] (3/8) Epoch 15, batch 9750, giga_loss[loss=0.1945, simple_loss=0.2763, pruned_loss=0.05633, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2866, pruned_loss=0.05151, over 2477124.87 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06326, over 24194.42 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2832, pruned_loss=0.05186, over 2448202.96 frames. utt_duration=1317 frames, utt_pad_proportion=0.04182, over 7444.28 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2875, pruned_loss=0.05164, over 2478477.84 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06526, over 26456.75 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 05:22:48,414 INFO [train.py:927] (3/8) Epoch 15, batch 9800, giga_loss[loss=0.1915, simple_loss=0.2884, pruned_loss=0.04736, over 12457.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04801, over 161.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2861, pruned_loss=0.0512, over 2477724.97 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0653, over 24550.35 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2832, pruned_loss=0.05191, over 2448650.29 frames. utt_duration=1319 frames, utt_pad_proportion=0.04135, over 7433.68 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2868, pruned_loss=0.05126, over 2478786.03 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06695, over 26586.87 utterances.], batch size: 161, lr: 2.63e-04
2022-08-30 05:24:47,869 INFO [train.py:927] (3/8) Epoch 15, batch 9850, libri_loss[loss=0.1932, simple_loss=0.2882, pruned_loss=0.04907, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005643, over 35.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2864, pruned_loss=0.05112, over 2477489.96 frames. utt_duration=409.5 frames, utt_pad_proportion=0.06535, over 24268.16 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2829, pruned_loss=0.05164, over 2449153.04 frames. utt_duration=1324 frames, utt_pad_proportion=0.04045, over 7407.87 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2874, pruned_loss=0.05139, over 2478771.42 frames. utt_duration=376 frames, utt_pad_proportion=0.06708, over 26449.49 utterances.], batch size: 35, lr: 2.63e-04
2022-08-30 05:26:41,557 INFO [train.py:927] (3/8) Epoch 15, batch 9900, giga_loss[loss=0.1772, simple_loss=0.2671, pruned_loss=0.04366, over 12417.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03585, over 105.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2854, pruned_loss=0.05069, over 2476884.73 frames. utt_duration=418.3 frames, utt_pad_proportion=0.06214, over 23754.77 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.283, pruned_loss=0.05164, over 2449168.27 frames. utt_duration=1324 frames, utt_pad_proportion=0.04028, over 7404.83 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2861, pruned_loss=0.05089, over 2477999.81 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06383, over 25538.24 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 05:28:36,494 INFO [train.py:927] (3/8) Epoch 15, batch 9950, giga_loss[loss=0.2032, simple_loss=0.2937, pruned_loss=0.05633, over 12379.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06772, over 212.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2853, pruned_loss=0.05124, over 2476486.31 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06226, over 23280.55 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.283, pruned_loss=0.05162, over 2449735.86 frames. utt_duration=1327 frames, utt_pad_proportion=0.03957, over 7391.75 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.286, pruned_loss=0.0514, over 2477474.40 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06396, over 25086.00 utterances.], batch size: 212, lr: 2.63e-04
2022-08-30 05:30:17,472 INFO [train.py:927] (3/8) Epoch 15, batch 10000, giga_loss[loss=0.1994, simple_loss=0.3008, pruned_loss=0.04904, over 12391.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02646, over 70.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2913, pruned_loss=0.05392, over 2475754.68 frames. utt_duration=446.7 frames, utt_pad_proportion=0.06405, over 22230.19 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2828, pruned_loss=0.05146, over 2450345.02 frames. utt_duration=1331 frames, utt_pad_proportion=0.03884, over 7373.21 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2921, pruned_loss=0.05422, over 2476591.12 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06572, over 24035.61 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 05:31:59,632 INFO [train.py:927] (3/8) Epoch 15, batch 10050, giga_loss[loss=0.1665, simple_loss=0.2562, pruned_loss=0.03835, over 12445.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03331, over 123.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2916, pruned_loss=0.05482, over 2475625.98 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06644, over 21954.60 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2829, pruned_loss=0.05144, over 2451036.45 frames. utt_duration=1325 frames, utt_pad_proportion=0.03914, over 7407.49 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2923, pruned_loss=0.05516, over 2476251.00 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06777, over 23688.85 utterances.], batch size: 123, lr: 2.63e-04
2022-08-30 05:33:41,974 INFO [train.py:927] (3/8) Epoch 15, batch 10100, giga_loss[loss=0.1765, simple_loss=0.2643, pruned_loss=0.0444, over 12426.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04179, over 146.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.285, pruned_loss=0.05255, over 2475452.27 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06576, over 21134.96 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2829, pruned_loss=0.05139, over 2451516.99 frames. utt_duration=1327 frames, utt_pad_proportion=0.03869, over 7396.43 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2857, pruned_loss=0.05288, over 2475829.84 frames. utt_duration=437.4 frames, utt_pad_proportion=0.06714, over 22707.41 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 05:35:24,343 INFO [train.py:927] (3/8) Epoch 15, batch 10150, giga_loss[loss=0.1636, simple_loss=0.251, pruned_loss=0.03813, over 12415.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.03599, over 123.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2776, pruned_loss=0.05038, over 2475727.39 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06542, over 20479.77 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2828, pruned_loss=0.05146, over 2452133.74 frames. utt_duration=1330 frames, utt_pad_proportion=0.03784, over 7381.75 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2781, pruned_loss=0.05056, over 2476122.38 frames. utt_duration=449 frames, utt_pad_proportion=0.06708, over 22124.14 utterances.], batch size: 123, lr: 2.63e-04
2022-08-30 05:37:09,366 INFO [train.py:927] (3/8) Epoch 15, batch 10200, giga_loss[loss=0.1618, simple_loss=0.2373, pruned_loss=0.04312, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.1846, simple_loss=0.2715, pruned_loss=0.04886, over 2475192.37 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07037, over 20850.13 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05148, over 2452120.56 frames. utt_duration=1332 frames, utt_pad_proportion=0.0376, over 7372.16 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.2719, pruned_loss=0.04896, over 2475837.88 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07158, over 22343.14 utterances.], batch size: 45, lr: 2.63e-04
2022-08-30 05:38:52,507 INFO [train.py:927] (3/8) Epoch 15, batch 10250, giga_loss[loss=0.167, simple_loss=0.2541, pruned_loss=0.03991, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03869, over 123.00 utterances.], tot_loss[loss=0.1809, simple_loss=0.2668, pruned_loss=0.04748, over 2475253.53 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07211, over 21016.31 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2825, pruned_loss=0.05138, over 2452288.65 frames. utt_duration=1335 frames, utt_pad_proportion=0.03738, over 7356.47 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2671, pruned_loss=0.04762, over 2475820.18 frames. utt_duration=445.1 frames, utt_pad_proportion=0.0731, over 22318.15 utterances.], batch size: 123, lr: 2.63e-04
2022-08-30 05:40:36,940 INFO [train.py:927] (3/8) Epoch 15, batch 10300, giga_loss[loss=0.1575, simple_loss=0.2457, pruned_loss=0.03469, over 12421.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03633, over 113.00 utterances.], tot_loss[loss=0.1775, simple_loss=0.2629, pruned_loss=0.04609, over 2474882.79 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07045, over 20517.09 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05148, over 2452049.38 frames. utt_duration=1335 frames, utt_pad_proportion=0.03733, over 7355.46 utterances.], giga_tot_loss[loss=0.1774, simple_loss=0.2627, pruned_loss=0.04603, over 2475957.93 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07157, over 21793.09 utterances.], batch size: 113, lr: 2.63e-04
2022-08-30 05:42:20,715 INFO [train.py:927] (3/8) Epoch 15, batch 10350, giga_loss[loss=0.1756, simple_loss=0.2567, pruned_loss=0.04719, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.1744, simple_loss=0.2593, pruned_loss=0.04476, over 2474545.39 frames. utt_duration=499.4 frames, utt_pad_proportion=0.0687, over 19877.18 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2832, pruned_loss=0.05171, over 2452280.37 frames. utt_duration=1323 frames, utt_pad_proportion=0.04121, over 7422.86 utterances.], giga_tot_loss[loss=0.1735, simple_loss=0.2582, pruned_loss=0.04437, over 2475724.83 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06881, over 21120.27 utterances.], batch size: 133, lr: 2.63e-04
2022-08-30 05:44:02,992 INFO [train.py:927] (3/8) Epoch 15, batch 10400, giga_loss[loss=0.1639, simple_loss=0.2493, pruned_loss=0.03923, over 12260.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02605, over 54.00 utterances.], tot_loss[loss=0.1711, simple_loss=0.2553, pruned_loss=0.04344, over 2473919.49 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06627, over 19290.70 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2833, pruned_loss=0.05185, over 2452581.11 frames. utt_duration=1324 frames, utt_pad_proportion=0.04048, over 7417.24 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.2538, pruned_loss=0.04286, over 2475080.58 frames. utt_duration=483.2 frames, utt_pad_proportion=0.06691, over 20552.61 utterances.], batch size: 54, lr: 2.63e-04
2022-08-30 05:45:45,680 INFO [train.py:927] (3/8) Epoch 15, batch 10450, giga_loss[loss=0.1833, simple_loss=0.27, pruned_loss=0.04831, over 12416.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.1734, simple_loss=0.2574, pruned_loss=0.04475, over 2474029.45 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06994, over 19598.26 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2828, pruned_loss=0.05167, over 2452950.30 frames. utt_duration=1327 frames, utt_pad_proportion=0.03983, over 7401.06 utterances.], giga_tot_loss[loss=0.1722, simple_loss=0.256, pruned_loss=0.04425, over 2475121.52 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07061, over 20875.08 utterances.], batch size: 75, lr: 2.63e-04
2022-08-30 05:47:32,063 INFO [train.py:927] (3/8) Epoch 15, batch 10500, libri_loss[loss=0.1911, simple_loss=0.2892, pruned_loss=0.04652, over 12461.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005124, over 35.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.269, pruned_loss=0.04986, over 2473731.04 frames. utt_duration=504 frames, utt_pad_proportion=0.06828, over 19688.72 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2829, pruned_loss=0.0516, over 2453532.28 frames. utt_duration=1325 frames, utt_pad_proportion=0.04015, over 7417.86 utterances.], giga_tot_loss[loss=0.1832, simple_loss=0.2674, pruned_loss=0.04946, over 2474540.36 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06906, over 20986.15 utterances.], batch size: 35, lr: 2.63e-04
2022-08-30 05:49:15,731 INFO [train.py:927] (3/8) Epoch 15, batch 10550, giga_loss[loss=0.208, simple_loss=0.2995, pruned_loss=0.05824, over 12364.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06546, over 183.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2763, pruned_loss=0.05196, over 2473704.70 frames. utt_duration=501.3 frames, utt_pad_proportion=0.0653, over 19796.94 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2828, pruned_loss=0.05155, over 2453428.33 frames. utt_duration=1327 frames, utt_pad_proportion=0.03972, over 7402.66 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.275, pruned_loss=0.05168, over 2474715.97 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06631, over 20998.59 utterances.], batch size: 183, lr: 2.63e-04
2022-08-30 05:51:00,871 INFO [train.py:927] (3/8) Epoch 15, batch 10600, giga_loss[loss=0.2044, simple_loss=0.2967, pruned_loss=0.05608, over 12359.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2808, pruned_loss=0.05341, over 2473918.71 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07077, over 20888.04 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2828, pruned_loss=0.05155, over 2453428.33 frames. utt_duration=1327 frames, utt_pad_proportion=0.03972, over 7402.66 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2798, pruned_loss=0.05319, over 2474705.79 frames. utt_duration=455.1 frames, utt_pad_proportion=0.0713, over 21823.30 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 05:52:44,589 INFO [train.py:927] (3/8) Epoch 15, batch 10650, giga_loss[loss=0.1968, simple_loss=0.2941, pruned_loss=0.0497, over 12319.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03245, over 70.00 utterances.], tot_loss[loss=0.198, simple_loss=0.285, pruned_loss=0.05555, over 2474109.28 frames. utt_duration=496 frames, utt_pad_proportion=0.06581, over 20011.90 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.283, pruned_loss=0.05168, over 2453628.73 frames. utt_duration=1328 frames, utt_pad_proportion=0.03924, over 7399.62 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.284, pruned_loss=0.05531, over 2474838.03 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06673, over 20942.73 utterances.], batch size: 70, lr: 2.63e-04
2022-08-30 05:54:28,816 INFO [train.py:927] (3/8) Epoch 15, batch 10700, giga_loss[loss=0.2115, simple_loss=0.302, pruned_loss=0.0605, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03603, over 105.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2893, pruned_loss=0.05684, over 2473978.34 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06628, over 19435.26 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2831, pruned_loss=0.05173, over 2453629.97 frames. utt_duration=1318 frames, utt_pad_proportion=0.04331, over 7456.08 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2884, pruned_loss=0.0567, over 2474990.97 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06596, over 20398.92 utterances.], batch size: 105, lr: 2.63e-04
2022-08-30 05:56:10,251 INFO [train.py:927] (3/8) Epoch 15, batch 10750, giga_loss[loss=0.2308, simple_loss=0.316, pruned_loss=0.07286, over 12442.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04087, over 146.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2922, pruned_loss=0.05714, over 2473720.46 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06394, over 18834.72 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2833, pruned_loss=0.0517, over 2453771.67 frames. utt_duration=1320 frames, utt_pad_proportion=0.04264, over 7445.05 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05715, over 2474763.48 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06415, over 19824.82 utterances.], batch size: 146, lr: 2.63e-04
2022-08-30 05:57:54,096 INFO [train.py:927] (3/8) Epoch 15, batch 10800, giga_loss[loss=0.1854, simple_loss=0.283, pruned_loss=0.04394, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02966, over 45.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2936, pruned_loss=0.05657, over 2473958.15 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05985, over 17968.13 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05174, over 2454401.30 frames. utt_duration=1314 frames, utt_pad_proportion=0.04266, over 7481.53 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2931, pruned_loss=0.05669, over 2474773.39 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06044, over 19030.39 utterances.], batch size: 45, lr: 2.63e-04
2022-08-30 05:59:37,437 INFO [train.py:927] (3/8) Epoch 15, batch 10850, giga_loss[loss=0.2228, simple_loss=0.3049, pruned_loss=0.07036, over 12354.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.02857, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2937, pruned_loss=0.05669, over 2473679.10 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06113, over 17791.27 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2834, pruned_loss=0.0517, over 2454952.58 frames. utt_duration=1316 frames, utt_pad_proportion=0.04186, over 7473.07 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2937, pruned_loss=0.05695, over 2474363.09 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06203, over 18927.84 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 06:01:19,865 INFO [train.py:927] (3/8) Epoch 15, batch 10900, giga_loss[loss=0.2424, simple_loss=0.3215, pruned_loss=0.08169, over 12377.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05974, over 182.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05954, over 2473048.94 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06111, over 17613.53 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2839, pruned_loss=0.05208, over 2455724.33 frames. utt_duration=1298 frames, utt_pad_proportion=0.04644, over 7573.77 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2956, pruned_loss=0.05959, over 2473382.89 frames. utt_duration=530 frames, utt_pad_proportion=0.06041, over 18719.84 utterances.], batch size: 182, lr: 2.62e-04
2022-08-30 06:03:05,882 INFO [train.py:927] (3/8) Epoch 15, batch 10950, giga_loss[loss=0.2007, simple_loss=0.2799, pruned_loss=0.06076, over 12378.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07458, over 212.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2954, pruned_loss=0.0609, over 2473504.11 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06353, over 18279.95 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2837, pruned_loss=0.05194, over 2455589.44 frames. utt_duration=1301 frames, utt_pad_proportion=0.04614, over 7558.07 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2957, pruned_loss=0.06113, over 2474038.56 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06303, over 19252.06 utterances.], batch size: 212, lr: 2.62e-04
2022-08-30 06:04:51,603 INFO [train.py:927] (3/8) Epoch 15, batch 11000, giga_loss[loss=0.2022, simple_loss=0.292, pruned_loss=0.05617, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0348, over 104.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2935, pruned_loss=0.06018, over 2472951.65 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06148, over 17175.45 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2837, pruned_loss=0.05205, over 2456085.01 frames. utt_duration=1292 frames, utt_pad_proportion=0.0497, over 7613.27 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.294, pruned_loss=0.06056, over 2473494.72 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06008, over 18223.74 utterances.], batch size: 104, lr: 2.62e-04
2022-08-30 06:06:38,198 INFO [train.py:927] (3/8) Epoch 15, batch 11050, giga_loss[loss=0.2005, simple_loss=0.2859, pruned_loss=0.05749, over 12370.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03861, over 113.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2929, pruned_loss=0.05975, over 2473890.92 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06305, over 17281.62 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2838, pruned_loss=0.05209, over 2456270.58 frames. utt_duration=1292 frames, utt_pad_proportion=0.04951, over 7615.21 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2932, pruned_loss=0.06004, over 2474219.97 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06199, over 18147.63 utterances.], batch size: 113, lr: 2.62e-04
2022-08-30 06:08:25,491 INFO [train.py:927] (3/8) Epoch 15, batch 11100, giga_loss[loss=0.1777, simple_loss=0.264, pruned_loss=0.04571, over 12271.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02726, over 54.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.289, pruned_loss=0.05802, over 2473805.63 frames. utt_duration=578 frames, utt_pad_proportion=0.06401, over 17165.06 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2841, pruned_loss=0.05226, over 2457147.02 frames. utt_duration=1277 frames, utt_pad_proportion=0.05394, over 7704.04 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2892, pruned_loss=0.05829, over 2473752.62 frames. utt_duration=550.1 frames, utt_pad_proportion=0.0616, over 18036.39 utterances.], batch size: 54, lr: 2.62e-04
2022-08-30 06:10:09,970 INFO [train.py:927] (3/8) Epoch 15, batch 11150, giga_loss[loss=0.1784, simple_loss=0.2802, pruned_loss=0.03835, over 12434.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03284, over 75.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2859, pruned_loss=0.05691, over 2474140.73 frames. utt_duration=545.4 frames, utt_pad_proportion=0.07242, over 18196.75 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2843, pruned_loss=0.05235, over 2457479.88 frames. utt_duration=1267 frames, utt_pad_proportion=0.05781, over 7770.61 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2859, pruned_loss=0.05712, over 2474105.92 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06895, over 19017.56 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 06:11:52,013 INFO [train.py:927] (3/8) Epoch 15, batch 11200, libri_loss[loss=0.1926, simple_loss=0.2792, pruned_loss=0.05297, over 12379.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009491, over 38.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2853, pruned_loss=0.05646, over 2473824.67 frames. utt_duration=531 frames, utt_pad_proportion=0.07262, over 18687.90 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05238, over 2457864.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.0565, over 7754.79 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2852, pruned_loss=0.05672, over 2473877.85 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07057, over 19656.52 utterances.], batch size: 38, lr: 2.62e-04
2022-08-30 06:13:36,877 INFO [train.py:927] (3/8) Epoch 15, batch 11250, giga_loss[loss=0.1843, simple_loss=0.2603, pruned_loss=0.05417, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03938, over 33.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2827, pruned_loss=0.05588, over 2473237.25 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06891, over 18061.51 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2845, pruned_loss=0.0524, over 2457945.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05605, over 7753.23 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2826, pruned_loss=0.05609, over 2473349.40 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06759, over 18917.36 utterances.], batch size: 33, lr: 2.62e-04
2022-08-30 06:15:26,379 INFO [train.py:927] (3/8) Epoch 15, batch 11300, giga_loss[loss=0.1732, simple_loss=0.2548, pruned_loss=0.04586, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03422, over 75.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2799, pruned_loss=0.05505, over 2473141.63 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06708, over 17889.51 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2845, pruned_loss=0.05235, over 2458516.60 frames. utt_duration=1268 frames, utt_pad_proportion=0.05532, over 7762.93 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2797, pruned_loss=0.05536, over 2473182.61 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06649, over 18879.44 utterances.], batch size: 75, lr: 2.62e-04
2022-08-30 06:17:09,232 INFO [train.py:927] (3/8) Epoch 15, batch 11350, giga_loss[loss=0.1798, simple_loss=0.2584, pruned_loss=0.05059, over 12359.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04581, over 34.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2777, pruned_loss=0.05441, over 2472604.46 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06403, over 16733.74 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2841, pruned_loss=0.05214, over 2459073.33 frames. utt_duration=1264 frames, utt_pad_proportion=0.05735, over 7789.55 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2776, pruned_loss=0.05498, over 2472793.71 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06317, over 17960.35 utterances.], batch size: 34, lr: 2.62e-04
2022-08-30 06:18:52,379 INFO [train.py:927] (3/8) Epoch 15, batch 11400, giga_loss[loss=0.1889, simple_loss=0.2726, pruned_loss=0.05259, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2739, pruned_loss=0.05332, over 2472935.05 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05954, over 16166.49 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2838, pruned_loss=0.0521, over 2459249.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.05676, over 7765.82 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2741, pruned_loss=0.05382, over 2473120.31 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05936, over 17274.08 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 06:20:36,249 INFO [train.py:927] (3/8) Epoch 15, batch 11450, giga_loss[loss=0.1701, simple_loss=0.2529, pruned_loss=0.04361, over 12412.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.0279, over 58.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2719, pruned_loss=0.05298, over 2473212.21 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06132, over 16272.23 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2836, pruned_loss=0.05205, over 2459066.53 frames. utt_duration=1271 frames, utt_pad_proportion=0.0564, over 7747.20 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2721, pruned_loss=0.05344, over 2473652.09 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06127, over 17240.64 utterances.], batch size: 58, lr: 2.62e-04
2022-08-30 06:22:23,912 INFO [train.py:927] (3/8) Epoch 15, batch 11500, giga_loss[loss=0.1804, simple_loss=0.267, pruned_loss=0.04693, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02898, over 62.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2729, pruned_loss=0.05366, over 2472804.20 frames. utt_duration=595 frames, utt_pad_proportion=0.06567, over 16665.30 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2836, pruned_loss=0.05204, over 2459484.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05991, over 7812.32 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2727, pruned_loss=0.05404, over 2473066.43 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06404, over 17567.84 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 06:24:06,538 INFO [train.py:927] (3/8) Epoch 15, batch 11550, giga_loss[loss=0.2008, simple_loss=0.2811, pruned_loss=0.06021, over 12340.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03057, over 51.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2779, pruned_loss=0.05617, over 2472805.28 frames. utt_duration=588 frames, utt_pad_proportion=0.06642, over 16864.18 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.2841, pruned_loss=0.05223, over 2459832.21 frames. utt_duration=1248 frames, utt_pad_proportion=0.06314, over 7890.93 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2773, pruned_loss=0.05636, over 2472932.08 frames. utt_duration=561.2 frames, utt_pad_proportion=0.064, over 17672.74 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 06:25:51,866 INFO [train.py:927] (3/8) Epoch 15, batch 11600, libri_loss[loss=0.1908, simple_loss=0.2713, pruned_loss=0.05512, over 12458.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00576, over 32.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2838, pruned_loss=0.05877, over 2472570.21 frames. utt_duration=560.8 frames, utt_pad_proportion=0.07528, over 17681.97 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2849, pruned_loss=0.05271, over 2460441.29 frames. utt_duration=1225 frames, utt_pad_proportion=0.07024, over 8044.65 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2825, pruned_loss=0.05865, over 2472477.92 frames. utt_duration=537.6 frames, utt_pad_proportion=0.07069, over 18447.58 utterances.], batch size: 32, lr: 2.62e-04
2022-08-30 06:27:35,569 INFO [train.py:927] (3/8) Epoch 15, batch 11650, giga_loss[loss=0.2699, simple_loss=0.3465, pruned_loss=0.09666, over 12418.00 frames. utt_duration=405.3 frames, utt_pad_proportion=0.03496, over 123.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2892, pruned_loss=0.0603, over 2472956.35 frames. utt_duration=556.9 frames, utt_pad_proportion=0.07162, over 17811.13 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.285, pruned_loss=0.05268, over 2460408.00 frames. utt_duration=1227 frames, utt_pad_proportion=0.06971, over 8031.24 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2882, pruned_loss=0.06029, over 2473015.94 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06836, over 18505.62 utterances.], batch size: 123, lr: 2.62e-04
2022-08-30 06:29:18,788 INFO [train.py:927] (3/8) Epoch 15, batch 11700, giga_loss[loss=0.1602, simple_loss=0.2597, pruned_loss=0.03036, over 12361.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04255, over 133.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2917, pruned_loss=0.06057, over 2471429.67 frames. utt_duration=537 frames, utt_pad_proportion=0.07447, over 18461.85 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2849, pruned_loss=0.05259, over 2460085.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06897, over 8005.89 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2911, pruned_loss=0.06076, over 2471930.89 frames. utt_duration=517.2 frames, utt_pad_proportion=0.0722, over 19173.89 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 06:31:01,990 INFO [train.py:927] (3/8) Epoch 15, batch 11750, giga_loss[loss=0.2378, simple_loss=0.322, pruned_loss=0.07683, over 12393.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06398, over 183.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2911, pruned_loss=0.05941, over 2471792.20 frames. utt_duration=541.8 frames, utt_pad_proportion=0.07081, over 18298.86 utterances.], libri_tot_loss[loss=0.1951, simple_loss=0.2849, pruned_loss=0.05265, over 2460405.36 frames. utt_duration=1235 frames, utt_pad_proportion=0.06764, over 7980.95 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2907, pruned_loss=0.05968, over 2472167.58 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06964, over 19117.03 utterances.], batch size: 183, lr: 2.62e-04
2022-08-30 06:32:45,945 INFO [train.py:927] (3/8) Epoch 15, batch 11800, giga_loss[loss=0.1816, simple_loss=0.2626, pruned_loss=0.05032, over 12214.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.0356, over 28.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2926, pruned_loss=0.05995, over 2471608.37 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06761, over 18270.84 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2845, pruned_loss=0.05248, over 2460574.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.06667, over 7950.52 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2927, pruned_loss=0.06042, over 2471948.36 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06716, over 19121.54 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:34:31,733 INFO [train.py:927] (3/8) Epoch 15, batch 11850, giga_loss[loss=0.2017, simple_loss=0.29, pruned_loss=0.05666, over 12349.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2935, pruned_loss=0.06018, over 2472103.11 frames. utt_duration=546 frames, utt_pad_proportion=0.06943, over 18160.70 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2844, pruned_loss=0.05233, over 2461302.09 frames. utt_duration=1242 frames, utt_pad_proportion=0.06478, over 7939.62 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.294, pruned_loss=0.06105, over 2472166.82 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0698, over 19297.06 utterances.], batch size: 85, lr: 2.62e-04
2022-08-30 06:36:14,550 INFO [train.py:927] (3/8) Epoch 15, batch 11900, giga_loss[loss=0.2448, simple_loss=0.3166, pruned_loss=0.08647, over 12365.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.03559, over 132.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2945, pruned_loss=0.06098, over 2471992.96 frames. utt_duration=563.5 frames, utt_pad_proportion=0.07, over 17593.63 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2843, pruned_loss=0.05206, over 2461450.27 frames. utt_duration=1249 frames, utt_pad_proportion=0.06248, over 7889.45 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2955, pruned_loss=0.06234, over 2472422.37 frames. utt_duration=520.4 frames, utt_pad_proportion=0.07122, over 19057.29 utterances.], batch size: 132, lr: 2.62e-04
2022-08-30 06:38:00,002 INFO [train.py:927] (3/8) Epoch 15, batch 11950, giga_loss[loss=0.2108, simple_loss=0.2926, pruned_loss=0.06448, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02731, over 48.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2955, pruned_loss=0.0617, over 2472025.65 frames. utt_duration=554.1 frames, utt_pad_proportion=0.07007, over 17893.79 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.284, pruned_loss=0.05188, over 2461297.08 frames. utt_duration=1253 frames, utt_pad_proportion=0.06155, over 7864.81 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2969, pruned_loss=0.0631, over 2472690.47 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07141, over 19254.39 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 06:39:47,355 INFO [train.py:927] (3/8) Epoch 15, batch 12000, libri_loss[loss=0.1644, simple_loss=0.2526, pruned_loss=0.03808, over 12465.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00943, over 29.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2962, pruned_loss=0.06162, over 2471032.07 frames. utt_duration=585.9 frames, utt_pad_proportion=0.06757, over 16912.88 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2834, pruned_loss=0.05161, over 2461575.56 frames. utt_duration=1258 frames, utt_pad_proportion=0.06044, over 7835.38 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2981, pruned_loss=0.06325, over 2471525.54 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06937, over 18248.27 utterances.], batch size: 29, lr: 2.62e-04
2022-08-30 06:39:47,359 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 06:40:02,104 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1748, simple_loss=0.2837, pruned_loss=0.03294, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 06:41:42,058 INFO [train.py:927] (3/8) Epoch 15, batch 12050, giga_loss[loss=0.1998, simple_loss=0.2932, pruned_loss=0.05318, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02832, over 45.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2967, pruned_loss=0.06228, over 2471794.31 frames. utt_duration=602.2 frames, utt_pad_proportion=0.06257, over 16457.86 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2833, pruned_loss=0.05151, over 2461613.97 frames. utt_duration=1258 frames, utt_pad_proportion=0.05993, over 7835.03 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2984, pruned_loss=0.06373, over 2472228.44 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06456, over 17582.32 utterances.], batch size: 45, lr: 2.62e-04
2022-08-30 06:43:24,027 INFO [train.py:927] (3/8) Epoch 15, batch 12100, giga_loss[loss=0.2104, simple_loss=0.2914, pruned_loss=0.06471, over 12429.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02331, over 48.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.296, pruned_loss=0.06287, over 2470868.88 frames. utt_duration=610.1 frames, utt_pad_proportion=0.06168, over 16238.92 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05146, over 2461523.00 frames. utt_duration=1261 frames, utt_pad_proportion=0.05904, over 7816.40 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2977, pruned_loss=0.06427, over 2471476.06 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06372, over 17307.28 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 06:45:06,346 INFO [train.py:927] (3/8) Epoch 15, batch 12150, giga_loss[loss=0.2282, simple_loss=0.3192, pruned_loss=0.06866, over 12403.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02542, over 48.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2964, pruned_loss=0.0633, over 2471425.25 frames. utt_duration=632.7 frames, utt_pad_proportion=0.05698, over 15662.79 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2831, pruned_loss=0.05137, over 2461583.52 frames. utt_duration=1264 frames, utt_pad_proportion=0.05837, over 7801.19 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2979, pruned_loss=0.06465, over 2471980.39 frames. utt_duration=596.1 frames, utt_pad_proportion=0.0592, over 16629.51 utterances.], batch size: 48, lr: 2.62e-04
2022-08-30 06:46:49,433 INFO [train.py:927] (3/8) Epoch 15, batch 12200, giga_loss[loss=0.2434, simple_loss=0.3232, pruned_loss=0.08175, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05133, over 161.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2969, pruned_loss=0.06332, over 2471273.55 frames. utt_duration=619.6 frames, utt_pad_proportion=0.06044, over 15993.20 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05127, over 2461392.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.05775, over 7779.31 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2983, pruned_loss=0.06462, over 2471996.57 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06224, over 16879.96 utterances.], batch size: 161, lr: 2.62e-04
2022-08-30 06:48:29,048 INFO [train.py:927] (3/8) Epoch 15, batch 12250, giga_loss[loss=0.249, simple_loss=0.3189, pruned_loss=0.08949, over 12331.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03392, over 51.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2962, pruned_loss=0.06296, over 2471398.36 frames. utt_duration=618.7 frames, utt_pad_proportion=0.06327, over 16016.13 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05132, over 2461510.32 frames. utt_duration=1264 frames, utt_pad_proportion=0.05793, over 7798.64 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06428, over 2472135.59 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06454, over 16928.30 utterances.], batch size: 51, lr: 2.62e-04
2022-08-30 06:50:07,364 INFO [train.py:927] (3/8) Epoch 15, batch 12300, giga_loss[loss=0.2152, simple_loss=0.2961, pruned_loss=0.06712, over 12415.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07612, over 213.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.294, pruned_loss=0.06222, over 2471854.55 frames. utt_duration=595.6 frames, utt_pad_proportion=0.06899, over 16641.40 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05142, over 2461482.67 frames. utt_duration=1264 frames, utt_pad_proportion=0.05753, over 7796.63 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2947, pruned_loss=0.06327, over 2472564.45 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06996, over 17447.74 utterances.], batch size: 213, lr: 2.62e-04
2022-08-30 06:51:48,530 INFO [train.py:927] (3/8) Epoch 15, batch 12350, giga_loss[loss=0.1744, simple_loss=0.2619, pruned_loss=0.04349, over 12261.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02813, over 54.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2928, pruned_loss=0.06152, over 2471232.82 frames. utt_duration=604.6 frames, utt_pad_proportion=0.06785, over 16390.43 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05161, over 2461576.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.0606, over 7862.32 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2931, pruned_loss=0.06244, over 2471944.51 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06768, over 17174.07 utterances.], batch size: 54, lr: 2.62e-04
2022-08-30 06:53:28,432 INFO [train.py:927] (3/8) Epoch 15, batch 12400, giga_loss[loss=0.2264, simple_loss=0.3, pruned_loss=0.07636, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07233, over 212.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2899, pruned_loss=0.06045, over 2471277.22 frames. utt_duration=616.9 frames, utt_pad_proportion=0.06222, over 16063.88 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2845, pruned_loss=0.05172, over 2461690.64 frames. utt_duration=1255 frames, utt_pad_proportion=0.06001, over 7858.35 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2902, pruned_loss=0.06119, over 2471860.54 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06259, over 16792.84 utterances.], batch size: 212, lr: 2.62e-04
2022-08-30 06:55:13,905 INFO [train.py:927] (3/8) Epoch 15, batch 12450, giga_loss[loss=0.1785, simple_loss=0.2598, pruned_loss=0.04862, over 12213.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04046, over 28.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2856, pruned_loss=0.0586, over 2470834.61 frames. utt_duration=620.2 frames, utt_pad_proportion=0.06011, over 15974.99 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2844, pruned_loss=0.05171, over 2461793.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.05957, over 7845.78 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2859, pruned_loss=0.05925, over 2471285.52 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06068, over 16632.66 utterances.], batch size: 28, lr: 2.62e-04
2022-08-30 06:56:56,275 INFO [train.py:927] (3/8) Epoch 15, batch 12500, giga_loss[loss=0.2486, simple_loss=0.3408, pruned_loss=0.07817, over 12405.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03937, over 133.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2863, pruned_loss=0.05872, over 2471515.64 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06199, over 16889.79 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05183, over 2461707.93 frames. utt_duration=1261 frames, utt_pad_proportion=0.05836, over 7816.72 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2866, pruned_loss=0.05932, over 2472179.90 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0628, over 17649.40 utterances.], batch size: 133, lr: 2.62e-04
2022-08-30 06:58:35,349 INFO [train.py:927] (3/8) Epoch 15, batch 12550, giga_loss[loss=0.1888, simple_loss=0.2807, pruned_loss=0.0484, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02506, over 70.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2874, pruned_loss=0.05829, over 2471462.57 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06552, over 17364.63 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.285, pruned_loss=0.05206, over 2461622.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.06585, over 7954.76 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2871, pruned_loss=0.05879, over 2472446.48 frames. utt_duration=545 frames, utt_pad_proportion=0.06316, over 18197.82 utterances.], batch size: 70, lr: 2.62e-04
2022-08-30 07:00:14,646 INFO [train.py:927] (3/8) Epoch 15, batch 12600, giga_loss[loss=0.2074, simple_loss=0.3015, pruned_loss=0.05669, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07339, over 212.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2884, pruned_loss=0.05804, over 2472284.75 frames. utt_duration=543 frames, utt_pad_proportion=0.06478, over 18262.47 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.2851, pruned_loss=0.05222, over 2461727.19 frames. utt_duration=1240 frames, utt_pad_proportion=0.06544, over 7952.53 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2882, pruned_loss=0.05839, over 2473111.30 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06317, over 19058.32 utterances.], batch size: 212, lr: 2.62e-04
2022-08-30 07:01:54,314 INFO [train.py:927] (3/8) Epoch 15, batch 12650, giga_loss[loss=0.2024, simple_loss=0.2821, pruned_loss=0.06135, over 12381.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2872, pruned_loss=0.05753, over 2472378.91 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06529, over 18015.89 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2854, pruned_loss=0.05249, over 2461965.31 frames. utt_duration=1244 frames, utt_pad_proportion=0.06391, over 7923.39 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2868, pruned_loss=0.0577, over 2473111.26 frames. utt_duration=523.1 frames, utt_pad_proportion=0.0646, over 18964.22 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 07:03:35,983 INFO [train.py:927] (3/8) Epoch 15, batch 12700, giga_loss[loss=0.1863, simple_loss=0.281, pruned_loss=0.04583, over 12353.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03318, over 62.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2864, pruned_loss=0.05705, over 2472084.69 frames. utt_duration=557 frames, utt_pad_proportion=0.06371, over 17802.00 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2855, pruned_loss=0.05255, over 2461807.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.063, over 7914.05 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2861, pruned_loss=0.05722, over 2472984.73 frames. utt_duration=529.3 frames, utt_pad_proportion=0.0636, over 18742.29 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 07:05:15,951 INFO [train.py:927] (3/8) Epoch 15, batch 12750, giga_loss[loss=0.193, simple_loss=0.2794, pruned_loss=0.0533, over 12404.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03453, over 80.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2881, pruned_loss=0.05727, over 2472525.59 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06068, over 17420.39 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2854, pruned_loss=0.05256, over 2462703.74 frames. utt_duration=1241 frames, utt_pad_proportion=0.06425, over 7948.72 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.288, pruned_loss=0.05759, over 2472839.32 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06031, over 18554.42 utterances.], batch size: 80, lr: 2.62e-04
2022-08-30 07:06:55,280 INFO [train.py:927] (3/8) Epoch 15, batch 12800, giga_loss[loss=0.1912, simple_loss=0.2906, pruned_loss=0.0459, over 12343.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2892, pruned_loss=0.05717, over 2472977.45 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05612, over 16773.87 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2855, pruned_loss=0.05266, over 2462736.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.06274, over 7933.00 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2891, pruned_loss=0.05748, over 2473521.16 frames. utt_duration=551.5 frames, utt_pad_proportion=0.0566, over 17989.70 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 07:08:35,982 INFO [train.py:927] (3/8) Epoch 15, batch 12850, libri_loss[loss=0.1975, simple_loss=0.2879, pruned_loss=0.05355, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007384, over 37.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2901, pruned_loss=0.05728, over 2473148.05 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05455, over 16440.75 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2863, pruned_loss=0.05317, over 2463133.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06542, over 8007.47 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2895, pruned_loss=0.05723, over 2473550.40 frames. utt_duration=563 frames, utt_pad_proportion=0.05393, over 17621.86 utterances.], batch size: 37, lr: 2.62e-04
2022-08-30 07:10:15,731 INFO [train.py:927] (3/8) Epoch 15, batch 12900, giga_loss[loss=0.1977, simple_loss=0.2937, pruned_loss=0.05082, over 12350.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03673, over 122.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2896, pruned_loss=0.0574, over 2473237.26 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05311, over 16803.78 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.286, pruned_loss=0.05321, over 2463123.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.06459, over 7974.66 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2894, pruned_loss=0.0574, over 2473746.69 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05296, over 17924.85 utterances.], batch size: 122, lr: 2.62e-04
2022-08-30 07:11:53,210 INFO [train.py:927] (3/8) Epoch 15, batch 12950, giga_loss[loss=0.2129, simple_loss=0.3028, pruned_loss=0.06156, over 12360.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04045, over 145.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2877, pruned_loss=0.05709, over 2473932.24 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05522, over 16620.87 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2864, pruned_loss=0.05365, over 2463481.41 frames. utt_duration=1227 frames, utt_pad_proportion=0.06782, over 8038.01 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2873, pruned_loss=0.05679, over 2474201.67 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05373, over 17618.82 utterances.], batch size: 145, lr: 2.62e-04
2022-08-30 07:13:33,926 INFO [train.py:927] (3/8) Epoch 15, batch 13000, giga_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05704, over 12410.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.02394, over 66.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2888, pruned_loss=0.05712, over 2474548.38 frames. utt_duration=575 frames, utt_pad_proportion=0.05839, over 17258.21 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2871, pruned_loss=0.05404, over 2463529.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06655, over 8016.34 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2879, pruned_loss=0.05661, over 2474937.45 frames. utt_duration=543.3 frames, utt_pad_proportion=0.05752, over 18273.64 utterances.], batch size: 66, lr: 2.62e-04
2022-08-30 07:15:11,293 INFO [train.py:927] (3/8) Epoch 15, batch 13050, giga_loss[loss=0.1986, simple_loss=0.2663, pruned_loss=0.06548, over 12143.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03876, over 33.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2889, pruned_loss=0.05761, over 2474903.73 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06339, over 17924.82 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2871, pruned_loss=0.05408, over 2463960.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06482, over 7973.33 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2882, pruned_loss=0.05726, over 2475221.85 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06297, over 19067.91 utterances.], batch size: 33, lr: 2.62e-04
2022-08-30 07:16:49,383 INFO [train.py:927] (3/8) Epoch 15, batch 13100, giga_loss[loss=0.1812, simple_loss=0.2678, pruned_loss=0.04731, over 12378.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2882, pruned_loss=0.05835, over 2474311.95 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06359, over 18264.84 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2872, pruned_loss=0.05431, over 2463956.63 frames. utt_duration=1239 frames, utt_pad_proportion=0.06405, over 7963.73 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2876, pruned_loss=0.05793, over 2474703.89 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06349, over 19298.57 utterances.], batch size: 62, lr: 2.62e-04
2022-08-30 07:18:29,056 INFO [train.py:927] (3/8) Epoch 15, batch 13150, giga_loss[loss=0.1866, simple_loss=0.2694, pruned_loss=0.05188, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2866, pruned_loss=0.05832, over 2474625.48 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06144, over 18050.73 utterances.], libri_tot_loss[loss=0.198, simple_loss=0.2872, pruned_loss=0.05445, over 2463804.18 frames. utt_duration=1245 frames, utt_pad_proportion=0.06297, over 7927.97 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2861, pruned_loss=0.05795, over 2475325.35 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06187, over 19146.12 utterances.], batch size: 97, lr: 2.62e-04
2022-08-30 07:20:10,384 INFO [train.py:927] (3/8) Epoch 15, batch 13200, giga_loss[loss=0.2488, simple_loss=0.3222, pruned_loss=0.08772, over 12355.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2847, pruned_loss=0.05756, over 2474243.15 frames. utt_duration=552.9 frames, utt_pad_proportion=0.0579, over 17949.97 utterances.], libri_tot_loss[loss=0.1982, simple_loss=0.2872, pruned_loss=0.0546, over 2463826.99 frames. utt_duration=1249 frames, utt_pad_proportion=0.06204, over 7900.64 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2843, pruned_loss=0.05719, over 2474978.62 frames. utt_duration=521.9 frames, utt_pad_proportion=0.05875, over 19025.19 utterances.], batch size: 258, lr: 2.62e-04
2022-08-30 07:21:50,120 INFO [train.py:927] (3/8) Epoch 15, batch 13250, giga_loss[loss=0.2141, simple_loss=0.2868, pruned_loss=0.07075, over 12366.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1944, over 365.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2816, pruned_loss=0.05624, over 2474357.66 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05857, over 17636.13 utterances.], libri_tot_loss[loss=0.1987, simple_loss=0.2876, pruned_loss=0.05487, over 2463975.08 frames. utt_duration=1237 frames, utt_pad_proportion=0.06571, over 7976.43 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2809, pruned_loss=0.05578, over 2475093.66 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05786, over 18695.37 utterances.], batch size: 365, lr: 2.62e-04
2022-08-30 07:23:38,390 INFO [train.py:927] (3/8) Epoch 15, batch 13300, giga_loss[loss=0.1949, simple_loss=0.2846, pruned_loss=0.05253, over 12382.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03475, over 122.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2821, pruned_loss=0.05604, over 2474747.19 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05738, over 17924.64 utterances.], libri_tot_loss[loss=0.1985, simple_loss=0.2874, pruned_loss=0.05483, over 2463901.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.06509, over 7957.81 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2817, pruned_loss=0.05573, over 2475558.77 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05708, over 18920.03 utterances.], batch size: 122, lr: 2.62e-04
2022-08-30 07:25:19,829 INFO [train.py:927] (3/8) Epoch 15, batch 13350, giga_loss[loss=0.1937, simple_loss=0.2767, pruned_loss=0.05537, over 12319.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02866, over 79.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2844, pruned_loss=0.05691, over 2474491.78 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05668, over 17256.92 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2875, pruned_loss=0.055, over 2464298.62 frames. utt_duration=1238 frames, utt_pad_proportion=0.06479, over 7969.63 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2838, pruned_loss=0.05654, over 2474985.95 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05653, over 18206.31 utterances.], batch size: 79, lr: 2.62e-04
2022-08-30 07:27:02,852 INFO [train.py:927] (3/8) Epoch 15, batch 13400, libri_loss[loss=0.2149, simple_loss=0.2918, pruned_loss=0.06904, over 12451.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006736, over 32.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.287, pruned_loss=0.05795, over 2474299.55 frames. utt_duration=588.3 frames, utt_pad_proportion=0.05392, over 16866.95 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2876, pruned_loss=0.05529, over 2464547.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06358, over 7937.75 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2864, pruned_loss=0.05744, over 2474672.73 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05435, over 17865.84 utterances.], batch size: 32, lr: 2.62e-04
2022-08-30 07:28:48,320 INFO [train.py:927] (3/8) Epoch 15, batch 13450, giga_loss[loss=0.2282, simple_loss=0.3158, pruned_loss=0.07033, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2915, pruned_loss=0.06106, over 2473757.81 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05709, over 16965.19 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2876, pruned_loss=0.05548, over 2464813.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.06249, over 7927.33 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.291, pruned_loss=0.06057, over 2474038.95 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05759, over 17964.26 utterances.], batch size: 54, lr: 2.62e-04
2022-08-30 07:30:31,970 INFO [train.py:927] (3/8) Epoch 15, batch 13500, giga_loss[loss=0.2639, simple_loss=0.3387, pruned_loss=0.09451, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03109, over 42.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2973, pruned_loss=0.06458, over 2474264.03 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05417, over 17254.55 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2874, pruned_loss=0.05553, over 2465025.12 frames. utt_duration=1249 frames, utt_pad_proportion=0.06138, over 7902.45 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2973, pruned_loss=0.06431, over 2474482.45 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05508, over 18285.91 utterances.], batch size: 42, lr: 2.62e-04
2022-08-30 07:32:18,650 INFO [train.py:927] (3/8) Epoch 15, batch 13550, giga_loss[loss=0.219, simple_loss=0.3104, pruned_loss=0.06375, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.02929, over 58.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3047, pruned_loss=0.07008, over 2474392.36 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05535, over 18100.17 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2872, pruned_loss=0.05553, over 2465105.89 frames. utt_duration=1252 frames, utt_pad_proportion=0.0607, over 7883.03 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3051, pruned_loss=0.07, over 2474618.31 frames. utt_duration=521 frames, utt_pad_proportion=0.0562, over 19054.97 utterances.], batch size: 58, lr: 2.62e-04
2022-08-30 07:34:02,913 INFO [train.py:927] (3/8) Epoch 15, batch 13600, giga_loss[loss=0.2193, simple_loss=0.3045, pruned_loss=0.06708, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3084, pruned_loss=0.07315, over 2475034.55 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06177, over 18726.77 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2868, pruned_loss=0.05548, over 2465078.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05986, over 7849.61 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3093, pruned_loss=0.07341, over 2475386.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06242, over 19697.03 utterances.], batch size: 80, lr: 2.62e-04
2022-08-30 07:35:50,419 INFO [train.py:927] (3/8) Epoch 15, batch 13650, giga_loss[loss=0.2503, simple_loss=0.3218, pruned_loss=0.0894, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03311, over 43.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07708, over 2475310.22 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07596, over 20153.30 utterances.], libri_tot_loss[loss=0.199, simple_loss=0.2868, pruned_loss=0.05564, over 2465007.17 frames. utt_duration=1260 frames, utt_pad_proportion=0.05858, over 7834.37 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.07777, over 2475987.67 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07644, over 21332.40 utterances.], batch size: 43, lr: 2.62e-04
2022-08-30 07:37:40,116 INFO [train.py:927] (3/8) Epoch 15, batch 13700, giga_loss[loss=0.2487, simple_loss=0.3293, pruned_loss=0.0841, over 12367.00 frames. utt_duration=340.4 frames, utt_pad_proportion=0.04653, over 146.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3176, pruned_loss=0.08125, over 2475436.64 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07806, over 20702.99 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2873, pruned_loss=0.05597, over 2465358.71 frames. utt_duration=1261 frames, utt_pad_proportion=0.05718, over 7829.36 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3193, pruned_loss=0.08228, over 2476012.02 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07903, over 22073.08 utterances.], batch size: 146, lr: 2.62e-04
2022-08-30 07:39:24,682 INFO [train.py:927] (3/8) Epoch 15, batch 13750, libri_loss[loss=0.2001, simple_loss=0.2972, pruned_loss=0.05147, over 12461.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005839, over 32.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.319, pruned_loss=0.08282, over 2475499.77 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07458, over 21212.95 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2875, pruned_loss=0.05597, over 2465619.34 frames. utt_duration=1264 frames, utt_pad_proportion=0.05656, over 7812.02 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3206, pruned_loss=0.084, over 2475846.62 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0758, over 22497.34 utterances.], batch size: 32, lr: 2.61e-04
2022-08-30 07:41:09,053 INFO [train.py:927] (3/8) Epoch 15, batch 13800, giga_loss[loss=0.2802, simple_loss=0.3534, pruned_loss=0.1034, over 12447.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3203, pruned_loss=0.08357, over 2475074.95 frames. utt_duration=444.4 frames, utt_pad_proportion=0.0805, over 22351.95 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2874, pruned_loss=0.05599, over 2465639.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.0565, over 7825.67 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3222, pruned_loss=0.08497, over 2475520.65 frames. utt_duration=420.9 frames, utt_pad_proportion=0.08129, over 23607.33 utterances.], batch size: 105, lr: 2.61e-04
2022-08-30 07:42:53,729 INFO [train.py:927] (3/8) Epoch 15, batch 13850, giga_loss[loss=0.183, simple_loss=0.2802, pruned_loss=0.04287, over 12336.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03327, over 62.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3206, pruned_loss=0.08318, over 2475230.82 frames. utt_duration=441 frames, utt_pad_proportion=0.07811, over 22527.11 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2877, pruned_loss=0.0563, over 2465430.08 frames. utt_duration=1261 frames, utt_pad_proportion=0.05577, over 7830.16 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3226, pruned_loss=0.08465, over 2475979.71 frames. utt_duration=416.4 frames, utt_pad_proportion=0.07925, over 23865.87 utterances.], batch size: 62, lr: 2.61e-04
2022-08-30 07:44:39,709 INFO [train.py:927] (3/8) Epoch 15, batch 13900, giga_loss[loss=0.2231, simple_loss=0.3133, pruned_loss=0.06649, over 12413.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04279, over 31.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3202, pruned_loss=0.08175, over 2475327.97 frames. utt_duration=440.2 frames, utt_pad_proportion=0.0753, over 22564.62 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2878, pruned_loss=0.0565, over 2465491.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05645, over 7879.23 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3225, pruned_loss=0.08333, over 2476064.87 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07633, over 23915.39 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 07:46:26,017 INFO [train.py:927] (3/8) Epoch 15, batch 13950, giga_loss[loss=0.217, simple_loss=0.2984, pruned_loss=0.06779, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02635, over 45.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.316, pruned_loss=0.07873, over 2474316.77 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07215, over 21567.44 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2872, pruned_loss=0.05647, over 2465309.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05568, over 7841.57 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3191, pruned_loss=0.08063, over 2475299.69 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07358, over 23055.25 utterances.], batch size: 45, lr: 2.61e-04
2022-08-30 07:48:09,449 INFO [train.py:927] (3/8) Epoch 15, batch 14000, giga_loss[loss=0.2433, simple_loss=0.3184, pruned_loss=0.08409, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07014, over 212.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3136, pruned_loss=0.07709, over 2474426.24 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07357, over 21276.67 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.287, pruned_loss=0.05636, over 2465593.00 frames. utt_duration=1264 frames, utt_pad_proportion=0.05491, over 7810.97 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3168, pruned_loss=0.07907, over 2475100.59 frames. utt_duration=437 frames, utt_pad_proportion=0.07497, over 22728.24 utterances.], batch size: 212, lr: 2.61e-04
2022-08-30 07:50:03,606 INFO [train.py:927] (3/8) Epoch 15, batch 14050, giga_loss[loss=0.1966, simple_loss=0.2912, pruned_loss=0.05095, over 12107.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04554, over 33.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3128, pruned_loss=0.07657, over 2474603.59 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07448, over 21075.18 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2874, pruned_loss=0.05663, over 2465890.32 frames. utt_duration=1260 frames, utt_pad_proportion=0.05515, over 7834.54 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3153, pruned_loss=0.07818, over 2474992.19 frames. utt_duration=443.8 frames, utt_pad_proportion=0.0756, over 22379.13 utterances.], batch size: 33, lr: 2.61e-04
2022-08-30 07:51:55,682 INFO [train.py:927] (3/8) Epoch 15, batch 14100, giga_loss[loss=0.2046, simple_loss=0.3031, pruned_loss=0.05302, over 12431.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03286, over 75.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3138, pruned_loss=0.07475, over 2474849.39 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07, over 20575.23 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2874, pruned_loss=0.05681, over 2465881.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.05471, over 7826.22 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.316, pruned_loss=0.07602, over 2475238.67 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07132, over 21720.34 utterances.], batch size: 75, lr: 2.61e-04
2022-08-30 07:53:41,188 INFO [train.py:927] (3/8) Epoch 15, batch 14150, giga_loss[loss=0.2057, simple_loss=0.2883, pruned_loss=0.06154, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0376, over 40.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3129, pruned_loss=0.07404, over 2475113.02 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06686, over 19992.69 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.2879, pruned_loss=0.0572, over 2466286.73 frames. utt_duration=1264 frames, utt_pad_proportion=0.05361, over 7811.30 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.315, pruned_loss=0.07527, over 2475360.78 frames. utt_duration=466.1 frames, utt_pad_proportion=0.0686, over 21306.80 utterances.], batch size: 40, lr: 2.61e-04
2022-08-30 07:55:27,669 INFO [train.py:927] (3/8) Epoch 15, batch 14200, giga_loss[loss=0.2143, simple_loss=0.3002, pruned_loss=0.06415, over 12285.00 frames. utt_duration=848.6 frames, utt_pad_proportion=0.03788, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3113, pruned_loss=0.07373, over 2474697.75 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06967, over 19512.82 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.288, pruned_loss=0.0574, over 2466203.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.05263, over 7784.29 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3135, pruned_loss=0.0749, over 2475190.16 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07139, over 20853.31 utterances.], batch size: 58, lr: 2.61e-04
2022-08-30 07:57:16,747 INFO [train.py:927] (3/8) Epoch 15, batch 14250, giga_loss[loss=0.2386, simple_loss=0.3343, pruned_loss=0.0714, over 12392.00 frames. utt_duration=621.2 frames, utt_pad_proportion=0.03544, over 80.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3103, pruned_loss=0.07314, over 2474383.64 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07328, over 19761.23 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2881, pruned_loss=0.0576, over 2466137.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05201, over 7770.60 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3121, pruned_loss=0.0741, over 2474942.27 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07477, over 20998.55 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 07:59:03,150 INFO [train.py:927] (3/8) Epoch 15, batch 14300, libri_loss[loss=0.2244, simple_loss=0.3036, pruned_loss=0.07262, over 12397.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008606, over 38.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3097, pruned_loss=0.07236, over 2474520.23 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07448, over 20305.95 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2881, pruned_loss=0.05766, over 2465935.64 frames. utt_duration=1272 frames, utt_pad_proportion=0.05139, over 7761.10 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3115, pruned_loss=0.07329, over 2475287.47 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07592, over 21481.66 utterances.], batch size: 38, lr: 2.61e-04
2022-08-30 08:00:49,570 INFO [train.py:927] (3/8) Epoch 15, batch 14350, libri_loss[loss=0.1654, simple_loss=0.2468, pruned_loss=0.04195, over 12243.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007573, over 29.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3085, pruned_loss=0.07213, over 2474751.20 frames. utt_duration=485.6 frames, utt_pad_proportion=0.07221, over 20444.80 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2879, pruned_loss=0.05767, over 2465849.43 frames. utt_duration=1276 frames, utt_pad_proportion=0.05061, over 7740.99 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3105, pruned_loss=0.07311, over 2475599.70 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07382, over 21615.67 utterances.], batch size: 29, lr: 2.61e-04
2022-08-30 08:02:32,909 INFO [train.py:927] (3/8) Epoch 15, batch 14400, giga_loss[loss=0.2583, simple_loss=0.3137, pruned_loss=0.1014, over 12463.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03269, over 43.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3074, pruned_loss=0.07215, over 2474562.85 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06726, over 19878.64 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05798, over 2465770.58 frames. utt_duration=1273 frames, utt_pad_proportion=0.05077, over 7755.72 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3092, pruned_loss=0.07298, over 2475487.41 frames. utt_duration=471.4 frames, utt_pad_proportion=0.06892, over 21069.42 utterances.], batch size: 43, lr: 2.61e-04
2022-08-30 08:04:16,486 INFO [train.py:927] (3/8) Epoch 15, batch 14450, giga_loss[loss=0.23, simple_loss=0.3067, pruned_loss=0.07662, over 12412.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.0319, over 80.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.07185, over 2474284.45 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06778, over 19754.75 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05804, over 2465293.24 frames. utt_duration=1278 frames, utt_pad_proportion=0.04985, over 7723.10 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3081, pruned_loss=0.07278, over 2475682.97 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06951, over 21013.89 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 08:06:00,220 INFO [train.py:927] (3/8) Epoch 15, batch 14500, libri_loss[loss=0.208, simple_loss=0.2932, pruned_loss=0.06145, over 12379.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009371, over 38.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3057, pruned_loss=0.07208, over 2474459.60 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06593, over 19659.87 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2885, pruned_loss=0.05834, over 2465645.66 frames. utt_duration=1275 frames, utt_pad_proportion=0.04939, over 7745.93 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3073, pruned_loss=0.07293, over 2475499.75 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06774, over 20983.24 utterances.], batch size: 38, lr: 2.61e-04
2022-08-30 08:07:44,255 INFO [train.py:927] (3/8) Epoch 15, batch 14550, giga_loss[loss=0.2067, simple_loss=0.2968, pruned_loss=0.05824, over 12279.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02659, over 54.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3055, pruned_loss=0.07151, over 2474080.58 frames. utt_duration=492 frames, utt_pad_proportion=0.07314, over 20173.81 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2886, pruned_loss=0.05846, over 2465556.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05366, over 7822.40 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07225, over 2475074.92 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07296, over 21305.42 utterances.], batch size: 54, lr: 2.61e-04
2022-08-30 08:09:29,665 INFO [train.py:927] (3/8) Epoch 15, batch 14600, giga_loss[loss=0.2112, simple_loss=0.2961, pruned_loss=0.06311, over 12146.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03656, over 33.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3046, pruned_loss=0.07039, over 2473851.66 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07391, over 19718.30 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2884, pruned_loss=0.05848, over 2466055.28 frames. utt_duration=1267 frames, utt_pad_proportion=0.05246, over 7796.88 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3066, pruned_loss=0.07146, over 2474530.06 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07439, over 21148.79 utterances.], batch size: 33, lr: 2.61e-04
2022-08-30 08:11:19,517 INFO [train.py:927] (3/8) Epoch 15, batch 14650, giga_loss[loss=0.2176, simple_loss=0.3008, pruned_loss=0.06716, over 12405.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3061, pruned_loss=0.07218, over 2474225.85 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07331, over 20075.30 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2879, pruned_loss=0.05847, over 2466190.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05206, over 7786.13 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3087, pruned_loss=0.07346, over 2474881.12 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07407, over 21626.16 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:13:03,894 INFO [train.py:927] (3/8) Epoch 15, batch 14700, giga_loss[loss=0.2183, simple_loss=0.3001, pruned_loss=0.06822, over 12392.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04039, over 133.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3066, pruned_loss=0.07336, over 2474601.53 frames. utt_duration=482 frames, utt_pad_proportion=0.07133, over 20599.69 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2879, pruned_loss=0.0586, over 2465969.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05118, over 7773.75 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07459, over 2475513.02 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07244, over 22135.64 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:14:49,315 INFO [train.py:927] (3/8) Epoch 15, batch 14750, giga_loss[loss=0.1979, simple_loss=0.283, pruned_loss=0.05636, over 12466.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03092, over 43.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3092, pruned_loss=0.07553, over 2475235.84 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07571, over 21555.19 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.288, pruned_loss=0.05871, over 2465952.66 frames. utt_duration=1271 frames, utt_pad_proportion=0.05098, over 7770.88 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3111, pruned_loss=0.07647, over 2476007.03 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07641, over 22824.10 utterances.], batch size: 43, lr: 2.61e-04
2022-08-30 08:16:32,825 INFO [train.py:927] (3/8) Epoch 15, batch 14800, giga_loss[loss=0.2112, simple_loss=0.2948, pruned_loss=0.06378, over 12340.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03007, over 91.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3081, pruned_loss=0.07383, over 2474919.55 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07543, over 21334.09 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2884, pruned_loss=0.05908, over 2466117.34 frames. utt_duration=1257 frames, utt_pad_proportion=0.05559, over 7858.66 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3096, pruned_loss=0.07452, over 2475547.55 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07474, over 22508.48 utterances.], batch size: 91, lr: 2.61e-04
2022-08-30 08:18:21,711 INFO [train.py:927] (3/8) Epoch 15, batch 14850, giga_loss[loss=0.2203, simple_loss=0.2958, pruned_loss=0.07235, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3058, pruned_loss=0.07294, over 2474614.72 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0753, over 20546.32 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2888, pruned_loss=0.05939, over 2466224.04 frames. utt_duration=1255 frames, utt_pad_proportion=0.0552, over 7868.92 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3076, pruned_loss=0.0738, over 2475398.32 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07514, over 22050.10 utterances.], batch size: 97, lr: 2.61e-04
2022-08-30 08:20:06,369 INFO [train.py:927] (3/8) Epoch 15, batch 14900, giga_loss[loss=0.1918, simple_loss=0.2874, pruned_loss=0.04814, over 12383.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02751, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3058, pruned_loss=0.0733, over 2474548.65 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07407, over 20175.09 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2887, pruned_loss=0.05946, over 2466205.30 frames. utt_duration=1259 frames, utt_pad_proportion=0.05438, over 7843.72 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07416, over 2475361.95 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07438, over 21611.24 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:21:55,066 INFO [train.py:927] (3/8) Epoch 15, batch 14950, giga_loss[loss=0.2436, simple_loss=0.3353, pruned_loss=0.07597, over 12431.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07582, over 213.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3091, pruned_loss=0.07331, over 2474567.01 frames. utt_duration=494.9 frames, utt_pad_proportion=0.073, over 20060.61 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2889, pruned_loss=0.05971, over 2466386.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05328, over 7822.69 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3108, pruned_loss=0.07416, over 2475283.06 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07389, over 21575.63 utterances.], batch size: 213, lr: 2.61e-04
2022-08-30 08:23:41,280 INFO [train.py:927] (3/8) Epoch 15, batch 15000, libri_loss[loss=0.2144, simple_loss=0.2894, pruned_loss=0.06967, over 12285.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006202, over 32.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3104, pruned_loss=0.07354, over 2474677.30 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07611, over 20423.55 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2888, pruned_loss=0.05973, over 2466226.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05272, over 7802.48 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3122, pruned_loss=0.07439, over 2475523.83 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07693, over 21826.13 utterances.], batch size: 32, lr: 2.61e-04
2022-08-30 08:23:41,282 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 08:23:55,265 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1719, simple_loss=0.2826, pruned_loss=0.0306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 08:25:39,056 INFO [train.py:927] (3/8) Epoch 15, batch 15050, giga_loss[loss=0.2697, simple_loss=0.3349, pruned_loss=0.1023, over 12405.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07412, over 2474056.23 frames. utt_duration=494 frames, utt_pad_proportion=0.08168, over 20089.79 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2884, pruned_loss=0.05961, over 2465886.63 frames. utt_duration=1268 frames, utt_pad_proportion=0.05242, over 7790.66 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3121, pruned_loss=0.07529, over 2475270.58 frames. utt_duration=460.6 frames, utt_pad_proportion=0.0824, over 21564.46 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 08:27:24,391 INFO [train.py:927] (3/8) Epoch 15, batch 15100, giga_loss[loss=0.2474, simple_loss=0.3224, pruned_loss=0.08616, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03294, over 104.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.07513, over 2474244.59 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0814, over 20479.21 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2886, pruned_loss=0.05985, over 2465837.58 frames. utt_duration=1270 frames, utt_pad_proportion=0.0516, over 7775.96 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3118, pruned_loss=0.07613, over 2475400.13 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08244, over 21895.74 utterances.], batch size: 104, lr: 2.61e-04
2022-08-30 08:29:07,904 INFO [train.py:927] (3/8) Epoch 15, batch 15150, giga_loss[loss=0.2523, simple_loss=0.3244, pruned_loss=0.09009, over 12417.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06206, over 183.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3076, pruned_loss=0.07431, over 2474558.95 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07705, over 19384.82 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2886, pruned_loss=0.05987, over 2465836.80 frames. utt_duration=1272 frames, utt_pad_proportion=0.051, over 7760.37 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3096, pruned_loss=0.07527, over 2475587.68 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0785, over 20673.90 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 08:30:52,221 INFO [train.py:927] (3/8) Epoch 15, batch 15200, giga_loss[loss=0.2118, simple_loss=0.2984, pruned_loss=0.06258, over 12349.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03282, over 97.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3072, pruned_loss=0.0747, over 2474694.73 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07796, over 19986.41 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2884, pruned_loss=0.05994, over 2465918.39 frames. utt_duration=1276 frames, utt_pad_proportion=0.05031, over 7739.44 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3092, pruned_loss=0.07565, over 2475582.78 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07939, over 21232.56 utterances.], batch size: 97, lr: 2.61e-04
2022-08-30 08:32:31,910 INFO [train.py:927] (3/8) Epoch 15, batch 15250, giga_loss[loss=0.2135, simple_loss=0.2938, pruned_loss=0.06658, over 12378.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3057, pruned_loss=0.07433, over 2474272.94 frames. utt_duration=494 frames, utt_pad_proportion=0.08101, over 20094.40 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2883, pruned_loss=0.06031, over 2466277.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05245, over 7768.19 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3083, pruned_loss=0.07546, over 2475067.43 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08183, over 21665.97 utterances.], batch size: 133, lr: 2.61e-04
2022-08-30 08:34:18,013 INFO [train.py:927] (3/8) Epoch 15, batch 15300, giga_loss[loss=0.3062, simple_loss=0.3565, pruned_loss=0.1279, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07525, over 2474759.75 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07969, over 20350.54 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2888, pruned_loss=0.0605, over 2466486.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.0517, over 7777.01 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3106, pruned_loss=0.07629, over 2475382.04 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08086, over 21864.21 utterances.], batch size: 258, lr: 2.61e-04
2022-08-30 08:36:02,031 INFO [train.py:927] (3/8) Epoch 15, batch 15350, giga_loss[loss=0.221, simple_loss=0.3123, pruned_loss=0.06483, over 12349.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03284, over 97.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.309, pruned_loss=0.07532, over 2475231.40 frames. utt_duration=498.2 frames, utt_pad_proportion=0.07737, over 19933.68 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2892, pruned_loss=0.06065, over 2466803.72 frames. utt_duration=1271 frames, utt_pad_proportion=0.05112, over 7774.34 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3105, pruned_loss=0.07621, over 2475550.54 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07881, over 21301.62 utterances.], batch size: 97, lr: 2.61e-04
2022-08-30 08:37:44,138 INFO [train.py:927] (3/8) Epoch 15, batch 15400, giga_loss[loss=0.2779, simple_loss=0.3586, pruned_loss=0.09856, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03744, over 113.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3109, pruned_loss=0.07368, over 2475371.50 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07545, over 19671.80 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2894, pruned_loss=0.0608, over 2466828.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05108, over 7800.59 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3122, pruned_loss=0.07442, over 2475707.69 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07688, over 20885.37 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:39:30,167 INFO [train.py:927] (3/8) Epoch 15, batch 15450, giga_loss[loss=0.209, simple_loss=0.2943, pruned_loss=0.0619, over 12414.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3132, pruned_loss=0.07475, over 2475847.50 frames. utt_duration=508.8 frames, utt_pad_proportion=0.07207, over 19520.02 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2896, pruned_loss=0.06098, over 2467051.88 frames. utt_duration=1261 frames, utt_pad_proportion=0.05153, over 7833.54 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3144, pruned_loss=0.07542, over 2476051.64 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07341, over 20661.06 utterances.], batch size: 80, lr: 2.61e-04
2022-08-30 08:41:10,428 INFO [train.py:927] (3/8) Epoch 15, batch 15500, giga_loss[loss=0.2243, simple_loss=0.3035, pruned_loss=0.07252, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02576, over 48.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3139, pruned_loss=0.07637, over 2475030.66 frames. utt_duration=516.1 frames, utt_pad_proportion=0.07109, over 19238.52 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2896, pruned_loss=0.06103, over 2467187.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05073, over 7855.37 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3163, pruned_loss=0.07766, over 2475523.57 frames. utt_duration=478 frames, utt_pad_proportion=0.0729, over 20778.09 utterances.], batch size: 48, lr: 2.61e-04
2022-08-30 08:42:52,563 INFO [train.py:927] (3/8) Epoch 15, batch 15550, giga_loss[loss=0.1961, simple_loss=0.2935, pruned_loss=0.0493, over 12338.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.03116, over 70.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3141, pruned_loss=0.0775, over 2474464.03 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07791, over 20243.81 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2892, pruned_loss=0.06119, over 2466943.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.0497, over 7822.81 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3171, pruned_loss=0.07891, over 2475337.73 frames. utt_duration=453.8 frames, utt_pad_proportion=0.0794, over 21889.03 utterances.], batch size: 70, lr: 2.61e-04
2022-08-30 08:44:33,626 INFO [train.py:927] (3/8) Epoch 15, batch 15600, giga_loss[loss=0.2386, simple_loss=0.3213, pruned_loss=0.07796, over 12450.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04004, over 31.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3128, pruned_loss=0.07496, over 2474088.05 frames. utt_duration=504.8 frames, utt_pad_proportion=0.07606, over 19663.94 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2891, pruned_loss=0.06129, over 2467004.03 frames. utt_duration=1263 frames, utt_pad_proportion=0.04937, over 7823.93 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3161, pruned_loss=0.07647, over 2474965.07 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07785, over 21376.73 utterances.], batch size: 31, lr: 2.61e-04
2022-08-30 08:46:15,145 INFO [train.py:927] (3/8) Epoch 15, batch 15650, giga_loss[loss=0.2568, simple_loss=0.3349, pruned_loss=0.08929, over 12452.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03083, over 55.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3137, pruned_loss=0.07565, over 2474312.51 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07737, over 20112.27 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.289, pruned_loss=0.06134, over 2466812.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.04873, over 7811.51 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3168, pruned_loss=0.07704, over 2475299.64 frames. utt_duration=457.9 frames, utt_pad_proportion=0.079, over 21691.76 utterances.], batch size: 55, lr: 2.61e-04
2022-08-30 08:47:59,289 INFO [train.py:927] (3/8) Epoch 15, batch 15700, giga_loss[loss=0.2396, simple_loss=0.3103, pruned_loss=0.08447, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03852, over 113.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3123, pruned_loss=0.07527, over 2474648.26 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07614, over 20280.64 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.289, pruned_loss=0.06135, over 2466827.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.0481, over 7802.41 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3154, pruned_loss=0.07669, over 2475607.08 frames. utt_duration=455 frames, utt_pad_proportion=0.07794, over 21837.06 utterances.], batch size: 113, lr: 2.61e-04
2022-08-30 08:49:44,345 INFO [train.py:927] (3/8) Epoch 15, batch 15750, giga_loss[loss=0.225, simple_loss=0.3038, pruned_loss=0.0731, over 12472.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02923, over 55.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3107, pruned_loss=0.0752, over 2474705.21 frames. utt_duration=479.6 frames, utt_pad_proportion=0.08234, over 20703.51 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2889, pruned_loss=0.06143, over 2466877.70 frames. utt_duration=1258 frames, utt_pad_proportion=0.05182, over 7854.10 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07673, over 2475677.53 frames. utt_duration=445 frames, utt_pad_proportion=0.08255, over 22328.91 utterances.], batch size: 55, lr: 2.61e-04
2022-08-30 08:51:23,572 INFO [train.py:927] (3/8) Epoch 15, batch 15800, giga_loss[loss=0.2716, simple_loss=0.3384, pruned_loss=0.1024, over 12388.00 frames. utt_duration=191.3 frames, utt_pad_proportion=0.1141, over 261.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3103, pruned_loss=0.07574, over 2475195.30 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07737, over 20792.86 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2889, pruned_loss=0.0615, over 2466958.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05142, over 7846.59 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.313, pruned_loss=0.07699, over 2475954.30 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07805, over 22187.10 utterances.], batch size: 261, lr: 2.61e-04
2022-08-30 08:53:03,640 INFO [train.py:927] (3/8) Epoch 15, batch 15850, giga_loss[loss=0.1829, simple_loss=0.269, pruned_loss=0.04833, over 12413.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04247, over 26.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3077, pruned_loss=0.07362, over 2475248.19 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07946, over 21793.34 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2889, pruned_loss=0.06154, over 2466849.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05126, over 7836.36 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3099, pruned_loss=0.07463, over 2475982.14 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07997, over 22957.77 utterances.], batch size: 26, lr: 2.61e-04
2022-08-30 08:54:47,594 INFO [train.py:927] (3/8) Epoch 15, batch 15900, giga_loss[loss=0.25, simple_loss=0.3223, pruned_loss=0.08882, over 12422.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05259, over 162.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3074, pruned_loss=0.07352, over 2475883.16 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07901, over 22344.49 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2892, pruned_loss=0.06166, over 2466988.67 frames. utt_duration=1262 frames, utt_pad_proportion=0.05086, over 7830.03 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.309, pruned_loss=0.07431, over 2476409.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.07962, over 23398.41 utterances.], batch size: 162, lr: 2.61e-04
2022-08-30 08:56:33,605 INFO [train.py:927] (3/8) Epoch 15, batch 15950, giga_loss[loss=0.2366, simple_loss=0.3174, pruned_loss=0.07785, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03788, over 123.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3052, pruned_loss=0.07253, over 2475580.38 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07688, over 21865.72 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2896, pruned_loss=0.06181, over 2467236.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05049, over 7835.55 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3063, pruned_loss=0.07316, over 2475894.09 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07769, over 22879.70 utterances.], batch size: 123, lr: 2.61e-04
2022-08-30 08:58:14,765 INFO [train.py:927] (3/8) Epoch 15, batch 16000, giga_loss[loss=0.2306, simple_loss=0.3142, pruned_loss=0.07351, over 12402.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02447, over 66.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3055, pruned_loss=0.072, over 2475852.57 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07257, over 20736.05 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2894, pruned_loss=0.06194, over 2467591.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.05474, over 7913.32 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.07263, over 2475977.12 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07241, over 21780.95 utterances.], batch size: 66, lr: 2.61e-04
2022-08-30 08:59:58,048 INFO [train.py:927] (3/8) Epoch 15, batch 16050, giga_loss[loss=0.2174, simple_loss=0.2866, pruned_loss=0.07414, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04063, over 37.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3064, pruned_loss=0.07294, over 2475488.96 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07344, over 20700.95 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2898, pruned_loss=0.06233, over 2467630.36 frames. utt_duration=1241 frames, utt_pad_proportion=0.05786, over 7965.48 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3076, pruned_loss=0.07339, over 2475746.26 frames. utt_duration=455 frames, utt_pad_proportion=0.07244, over 21836.51 utterances.], batch size: 37, lr: 2.61e-04
2022-08-30 09:01:45,436 INFO [train.py:927] (3/8) Epoch 15, batch 16100, giga_loss[loss=0.26, simple_loss=0.3345, pruned_loss=0.09272, over 12391.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06353, over 183.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3068, pruned_loss=0.07336, over 2474578.25 frames. utt_duration=496 frames, utt_pad_proportion=0.07421, over 20017.18 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.29, pruned_loss=0.06271, over 2467441.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06102, over 8004.92 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.308, pruned_loss=0.07361, over 2475111.14 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07243, over 21170.35 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 09:03:30,906 INFO [train.py:927] (3/8) Epoch 15, batch 16150, giga_loss[loss=0.278, simple_loss=0.3529, pruned_loss=0.1015, over 12390.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06398, over 183.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3087, pruned_loss=0.07505, over 2475089.82 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07731, over 20734.90 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2902, pruned_loss=0.06289, over 2467581.60 frames. utt_duration=1227 frames, utt_pad_proportion=0.0639, over 8056.32 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07544, over 2475640.72 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07505, over 21997.40 utterances.], batch size: 183, lr: 2.61e-04
2022-08-30 09:05:21,174 INFO [train.py:927] (3/8) Epoch 15, batch 16200, giga_loss[loss=0.2679, simple_loss=0.3464, pruned_loss=0.09468, over 12369.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1059, over 258.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3113, pruned_loss=0.07633, over 2475650.96 frames. utt_duration=465.2 frames, utt_pad_proportion=0.08074, over 21352.23 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2905, pruned_loss=0.06311, over 2467709.64 frames. utt_duration=1230 frames, utt_pad_proportion=0.06293, over 8037.41 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3124, pruned_loss=0.07668, over 2476104.96 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07919, over 22594.27 utterances.], batch size: 258, lr: 2.61e-04
2022-08-30 09:07:05,908 INFO [train.py:927] (3/8) Epoch 15, batch 16250, giga_loss[loss=0.1952, simple_loss=0.281, pruned_loss=0.05473, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03299, over 42.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3112, pruned_loss=0.07584, over 2475546.06 frames. utt_duration=451.1 frames, utt_pad_proportion=0.0839, over 22022.41 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2907, pruned_loss=0.06331, over 2467587.23 frames. utt_duration=1214 frames, utt_pad_proportion=0.06741, over 8138.41 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3126, pruned_loss=0.07634, over 2476261.28 frames. utt_duration=425.2 frames, utt_pad_proportion=0.08135, over 23373.22 utterances.], batch size: 42, lr: 2.61e-04
2022-08-30 09:08:52,228 INFO [train.py:927] (3/8) Epoch 15, batch 16300, giga_loss[loss=0.3283, simple_loss=0.3692, pruned_loss=0.1438, over 12333.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.207, over 370.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3098, pruned_loss=0.07575, over 2474591.99 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08498, over 21974.39 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2902, pruned_loss=0.06303, over 2467175.67 frames. utt_duration=1222 frames, utt_pad_proportion=0.06573, over 8086.41 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3121, pruned_loss=0.07682, over 2475784.29 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08354, over 23557.99 utterances.], batch size: 370, lr: 2.61e-04
2022-08-30 09:10:34,897 INFO [train.py:927] (3/8) Epoch 15, batch 16350, giga_loss[loss=0.295, simple_loss=0.3391, pruned_loss=0.1254, over 12363.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2057, over 370.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3091, pruned_loss=0.07628, over 2474959.72 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08535, over 22087.29 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2902, pruned_loss=0.06325, over 2467381.34 frames. utt_duration=1213 frames, utt_pad_proportion=0.06941, over 8146.24 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3111, pruned_loss=0.07709, over 2475814.62 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08309, over 23471.14 utterances.], batch size: 370, lr: 2.61e-04
2022-08-30 09:12:17,790 INFO [train.py:927] (3/8) Epoch 15, batch 16400, giga_loss[loss=0.2124, simple_loss=0.296, pruned_loss=0.0644, over 12334.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03368, over 51.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3098, pruned_loss=0.07727, over 2474392.61 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08726, over 22182.61 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2908, pruned_loss=0.06374, over 2466993.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07209, over 8201.09 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3115, pruned_loss=0.07784, over 2475663.63 frames. utt_duration=420.4 frames, utt_pad_proportion=0.08459, over 23634.62 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 09:14:02,206 INFO [train.py:927] (3/8) Epoch 15, batch 16450, giga_loss[loss=0.2325, simple_loss=0.3075, pruned_loss=0.07874, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02701, over 48.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3093, pruned_loss=0.07648, over 2474764.59 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08314, over 21529.66 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2904, pruned_loss=0.06364, over 2467272.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.07083, over 8162.39 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3113, pruned_loss=0.0773, over 2475707.10 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0817, over 23025.22 utterances.], batch size: 48, lr: 2.61e-04
2022-08-30 09:15:48,218 INFO [train.py:927] (3/8) Epoch 15, batch 16500, giga_loss[loss=0.207, simple_loss=0.2916, pruned_loss=0.06119, over 12347.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03211, over 51.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3095, pruned_loss=0.07688, over 2474320.00 frames. utt_duration=464 frames, utt_pad_proportion=0.08411, over 21399.18 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2906, pruned_loss=0.06374, over 2467264.11 frames. utt_duration=1209 frames, utt_pad_proportion=0.07075, over 8174.85 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3112, pruned_loss=0.07759, over 2475166.93 frames. utt_duration=437 frames, utt_pad_proportion=0.08298, over 22731.89 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 09:17:34,084 INFO [train.py:927] (3/8) Epoch 15, batch 16550, libri_loss[loss=0.1864, simple_loss=0.2626, pruned_loss=0.05516, over 12120.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006856, over 32.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3098, pruned_loss=0.0769, over 2474683.56 frames. utt_duration=451 frames, utt_pad_proportion=0.08743, over 22021.81 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.291, pruned_loss=0.06393, over 2467575.86 frames. utt_duration=1213 frames, utt_pad_proportion=0.06912, over 8147.31 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3114, pruned_loss=0.07774, over 2475331.04 frames. utt_duration=421.6 frames, utt_pad_proportion=0.0871, over 23568.91 utterances.], batch size: 32, lr: 2.61e-04
2022-08-30 09:19:21,117 INFO [train.py:927] (3/8) Epoch 15, batch 16600, giga_loss[loss=0.2266, simple_loss=0.3154, pruned_loss=0.06887, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.311, pruned_loss=0.07781, over 2474214.63 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08642, over 22507.67 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2906, pruned_loss=0.06377, over 2467602.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.06867, over 8125.88 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3128, pruned_loss=0.07874, over 2474775.38 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08639, over 23867.37 utterances.], batch size: 51, lr: 2.61e-04
2022-08-30 09:21:04,790 INFO [train.py:927] (3/8) Epoch 15, batch 16650, giga_loss[loss=0.2004, simple_loss=0.2957, pruned_loss=0.05256, over 12407.00 frames. utt_duration=1910 frames, utt_pad_proportion=0.04485, over 26.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3118, pruned_loss=0.07874, over 2473612.69 frames. utt_duration=449.3 frames, utt_pad_proportion=0.084, over 22095.80 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.29, pruned_loss=0.06355, over 2467275.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06744, over 8091.07 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3141, pruned_loss=0.07999, over 2474486.47 frames. utt_duration=422.3 frames, utt_pad_proportion=0.08456, over 23521.73 utterances.], batch size: 26, lr: 2.61e-04
2022-08-30 09:22:47,510 INFO [train.py:927] (3/8) Epoch 15, batch 16700, giga_loss[loss=0.2352, simple_loss=0.319, pruned_loss=0.07569, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05518, over 162.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3125, pruned_loss=0.07953, over 2473217.79 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08327, over 22215.74 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2899, pruned_loss=0.06366, over 2466973.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.06527, over 8051.67 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3155, pruned_loss=0.0811, over 2474468.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08464, over 23998.41 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 09:24:30,211 INFO [train.py:927] (3/8) Epoch 15, batch 16750, giga_loss[loss=0.2055, simple_loss=0.2891, pruned_loss=0.06094, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3122, pruned_loss=0.07844, over 2473364.65 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07738, over 20777.12 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2899, pruned_loss=0.06372, over 2466684.70 frames. utt_duration=1232 frames, utt_pad_proportion=0.06381, over 8015.51 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3152, pruned_loss=0.08008, over 2474841.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07957, over 22621.82 utterances.], batch size: 48, lr: 2.60e-04
2022-08-30 09:26:14,468 INFO [train.py:927] (3/8) Epoch 15, batch 16800, libri_loss[loss=0.1819, simple_loss=0.2545, pruned_loss=0.05464, over 12396.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008054, over 30.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3106, pruned_loss=0.07737, over 2473417.65 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07114, over 19988.49 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2895, pruned_loss=0.06362, over 2466696.18 frames. utt_duration=1238 frames, utt_pad_proportion=0.06293, over 7981.47 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3138, pruned_loss=0.07901, over 2474719.51 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07375, over 21707.94 utterances.], batch size: 30, lr: 2.60e-04
2022-08-30 09:27:59,515 INFO [train.py:927] (3/8) Epoch 15, batch 16850, giga_loss[loss=0.2259, simple_loss=0.3087, pruned_loss=0.07152, over 12341.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.312, pruned_loss=0.07785, over 2474550.11 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0734, over 20191.58 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06419, over 2466893.13 frames. utt_duration=1223 frames, utt_pad_proportion=0.06768, over 8075.53 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.07905, over 2475604.11 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07405, over 21823.33 utterances.], batch size: 91, lr: 2.60e-04
2022-08-30 09:29:47,872 INFO [train.py:927] (3/8) Epoch 15, batch 16900, libri_loss[loss=0.2006, simple_loss=0.2805, pruned_loss=0.06038, over 12267.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008336, over 37.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07873, over 2474422.23 frames. utt_duration=487.9 frames, utt_pad_proportion=0.0749, over 20350.19 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2902, pruned_loss=0.06417, over 2467030.30 frames. utt_duration=1227 frames, utt_pad_proportion=0.06636, over 8051.93 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3148, pruned_loss=0.08002, over 2475304.80 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07582, over 21951.88 utterances.], batch size: 37, lr: 2.60e-04
2022-08-30 09:31:31,139 INFO [train.py:927] (3/8) Epoch 15, batch 16950, giga_loss[loss=0.2187, simple_loss=0.3087, pruned_loss=0.06428, over 12367.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3131, pruned_loss=0.07874, over 2474793.25 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07393, over 20113.56 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06403, over 2467276.96 frames. utt_duration=1228 frames, utt_pad_proportion=0.06561, over 8046.96 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3154, pruned_loss=0.08014, over 2475398.20 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07505, over 21603.75 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 09:33:13,932 INFO [train.py:927] (3/8) Epoch 15, batch 17000, giga_loss[loss=0.2312, simple_loss=0.3082, pruned_loss=0.07709, over 12366.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3136, pruned_loss=0.07892, over 2474943.08 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07853, over 20719.18 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2902, pruned_loss=0.06387, over 2467688.44 frames. utt_duration=1229 frames, utt_pad_proportion=0.06442, over 8038.84 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3162, pruned_loss=0.08065, over 2475307.49 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07951, over 22301.84 utterances.], batch size: 97, lr: 2.60e-04
2022-08-30 09:34:57,810 INFO [train.py:927] (3/8) Epoch 15, batch 17050, giga_loss[loss=0.2005, simple_loss=0.2919, pruned_loss=0.05452, over 12444.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03191, over 75.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3132, pruned_loss=0.07803, over 2475603.76 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07466, over 20198.34 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2904, pruned_loss=0.06404, over 2468103.41 frames. utt_duration=1234 frames, utt_pad_proportion=0.06301, over 8010.99 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3157, pruned_loss=0.07965, over 2475708.10 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07631, over 21829.47 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 09:36:44,367 INFO [train.py:927] (3/8) Epoch 15, batch 17100, giga_loss[loss=0.2172, simple_loss=0.302, pruned_loss=0.06615, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07713, over 2474795.41 frames. utt_duration=492 frames, utt_pad_proportion=0.07414, over 20181.27 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2902, pruned_loss=0.06391, over 2467892.13 frames. utt_duration=1234 frames, utt_pad_proportion=0.06291, over 8007.89 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3145, pruned_loss=0.07878, over 2475206.17 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07562, over 21704.99 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 09:38:26,514 INFO [train.py:927] (3/8) Epoch 15, batch 17150, giga_loss[loss=0.2551, simple_loss=0.3266, pruned_loss=0.09186, over 12432.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3096, pruned_loss=0.07648, over 2474392.66 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07384, over 20350.05 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2902, pruned_loss=0.06398, over 2467756.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06219, over 7990.87 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.07788, over 2474946.00 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07531, over 21736.79 utterances.], batch size: 162, lr: 2.60e-04
2022-08-30 09:40:11,874 INFO [train.py:927] (3/8) Epoch 15, batch 17200, giga_loss[loss=0.2409, simple_loss=0.3085, pruned_loss=0.08662, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03194, over 42.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3077, pruned_loss=0.07601, over 2474278.65 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07161, over 20160.50 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2906, pruned_loss=0.06409, over 2468105.57 frames. utt_duration=1230 frames, utt_pad_proportion=0.06216, over 8033.31 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3097, pruned_loss=0.07737, over 2474575.77 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0731, over 21572.91 utterances.], batch size: 42, lr: 2.60e-04
2022-08-30 09:41:59,670 INFO [train.py:927] (3/8) Epoch 15, batch 17250, giga_loss[loss=0.188, simple_loss=0.2627, pruned_loss=0.05667, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.03877, over 31.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3072, pruned_loss=0.07527, over 2475118.68 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07183, over 20832.24 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.291, pruned_loss=0.06425, over 2468275.50 frames. utt_duration=1229 frames, utt_pad_proportion=0.06132, over 8040.55 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3087, pruned_loss=0.07642, over 2475327.96 frames. utt_duration=447.9 frames, utt_pad_proportion=0.0733, over 22181.30 utterances.], batch size: 31, lr: 2.60e-04
2022-08-30 09:43:51,441 INFO [train.py:927] (3/8) Epoch 15, batch 17300, giga_loss[loss=0.217, simple_loss=0.3062, pruned_loss=0.06392, over 12464.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03145, over 92.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07137, over 2475045.45 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07086, over 21384.95 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2914, pruned_loss=0.06438, over 2468586.42 frames. utt_duration=1231 frames, utt_pad_proportion=0.06018, over 8030.69 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3065, pruned_loss=0.07236, over 2475082.18 frames. utt_duration=436.6 frames, utt_pad_proportion=0.07249, over 22753.96 utterances.], batch size: 92, lr: 2.60e-04
2022-08-30 09:45:35,950 INFO [train.py:927] (3/8) Epoch 15, batch 17350, giga_loss[loss=0.1806, simple_loss=0.2629, pruned_loss=0.0492, over 12377.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3025, pruned_loss=0.06833, over 2475338.21 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07662, over 22012.60 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2918, pruned_loss=0.06463, over 2468827.21 frames. utt_duration=1215 frames, utt_pad_proportion=0.06606, over 8139.71 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3036, pruned_loss=0.0691, over 2475387.47 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07578, over 23573.30 utterances.], batch size: 366, lr: 2.60e-04
2022-08-30 09:47:20,558 INFO [train.py:927] (3/8) Epoch 15, batch 17400, giga_loss[loss=0.1992, simple_loss=0.3003, pruned_loss=0.04909, over 12416.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03694, over 113.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3005, pruned_loss=0.06546, over 2475582.86 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07731, over 22897.03 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2917, pruned_loss=0.06447, over 2468802.68 frames. utt_duration=1220 frames, utt_pad_proportion=0.06493, over 8106.57 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3017, pruned_loss=0.06627, over 2475757.95 frames. utt_duration=405.7 frames, utt_pad_proportion=0.07706, over 24495.19 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 09:49:04,308 INFO [train.py:927] (3/8) Epoch 15, batch 17450, giga_loss[loss=0.1994, simple_loss=0.2875, pruned_loss=0.05562, over 12387.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07386, over 212.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3014, pruned_loss=0.06499, over 2475051.85 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07425, over 23015.15 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2917, pruned_loss=0.06448, over 2468468.33 frames. utt_duration=1211 frames, utt_pad_proportion=0.06776, over 8161.30 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.3025, pruned_loss=0.06563, over 2475587.87 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07349, over 24432.81 utterances.], batch size: 212, lr: 2.60e-04
2022-08-30 09:50:47,578 INFO [train.py:927] (3/8) Epoch 15, batch 17500, libri_loss[loss=0.1787, simple_loss=0.2591, pruned_loss=0.04913, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006232, over 31.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2981, pruned_loss=0.06248, over 2475335.92 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07242, over 22773.43 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2913, pruned_loss=0.06431, over 2468222.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.06617, over 8097.73 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2997, pruned_loss=0.06313, over 2476289.32 frames. utt_duration=405 frames, utt_pad_proportion=0.07244, over 24545.91 utterances.], batch size: 31, lr: 2.60e-04
2022-08-30 09:52:32,356 INFO [train.py:927] (3/8) Epoch 15, batch 17550, giga_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05661, over 12342.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03368, over 97.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2978, pruned_loss=0.06222, over 2475652.99 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07088, over 22831.57 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2919, pruned_loss=0.06473, over 2468488.91 frames. utt_duration=1214 frames, utt_pad_proportion=0.06617, over 8140.81 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2986, pruned_loss=0.06231, over 2476336.19 frames. utt_duration=405 frames, utt_pad_proportion=0.07105, over 24546.73 utterances.], batch size: 97, lr: 2.60e-04
2022-08-30 09:54:16,097 INFO [train.py:927] (3/8) Epoch 15, batch 17600, libri_loss[loss=0.2277, simple_loss=0.3085, pruned_loss=0.07348, over 12341.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.04218, over 46.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2965, pruned_loss=0.06115, over 2475629.67 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07066, over 23449.58 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.292, pruned_loss=0.06473, over 2468564.84 frames. utt_duration=1214 frames, utt_pad_proportion=0.06533, over 8146.70 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2972, pruned_loss=0.06113, over 2476344.22 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07113, over 25308.95 utterances.], batch size: 46, lr: 2.60e-04
2022-08-30 09:55:59,860 INFO [train.py:927] (3/8) Epoch 15, batch 17650, giga_loss[loss=0.1866, simple_loss=0.2792, pruned_loss=0.04704, over 12446.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2928, pruned_loss=0.05942, over 2475435.01 frames. utt_duration=416.6 frames, utt_pad_proportion=0.07022, over 23851.63 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2915, pruned_loss=0.06458, over 2468507.22 frames. utt_duration=1223 frames, utt_pad_proportion=0.06326, over 8085.44 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2939, pruned_loss=0.05933, over 2476356.29 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07131, over 26081.69 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 09:57:44,719 INFO [train.py:927] (3/8) Epoch 15, batch 17700, giga_loss[loss=0.2256, simple_loss=0.312, pruned_loss=0.06964, over 12462.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2909, pruned_loss=0.05882, over 2475880.58 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07585, over 25130.87 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.0647, over 2468641.62 frames. utt_duration=1222 frames, utt_pad_proportion=0.06284, over 8091.56 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2915, pruned_loss=0.05859, over 2476547.40 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07645, over 27039.00 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 09:59:41,267 INFO [train.py:927] (3/8) Epoch 15, batch 17750, giga_loss[loss=0.2311, simple_loss=0.3206, pruned_loss=0.07077, over 12387.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.05825, over 2476378.66 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07342, over 24540.82 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2919, pruned_loss=0.06473, over 2468615.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.06298, over 8117.36 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.05794, over 2477047.49 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07414, over 26333.67 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:01:47,780 INFO [train.py:927] (3/8) Epoch 15, batch 17800, giga_loss[loss=0.2412, simple_loss=0.3173, pruned_loss=0.08258, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03819, over 40.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2917, pruned_loss=0.0572, over 2476752.38 frames. utt_duration=412.4 frames, utt_pad_proportion=0.0714, over 24105.58 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2921, pruned_loss=0.06484, over 2468793.83 frames. utt_duration=1215 frames, utt_pad_proportion=0.06326, over 8138.07 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05678, over 2477182.88 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07207, over 25647.09 utterances.], batch size: 40, lr: 2.60e-04
2022-08-30 10:03:50,678 INFO [train.py:927] (3/8) Epoch 15, batch 17850, giga_loss[loss=0.1784, simple_loss=0.2818, pruned_loss=0.03756, over 12352.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2905, pruned_loss=0.05578, over 2477025.97 frames. utt_duration=406.3 frames, utt_pad_proportion=0.07054, over 24468.66 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2924, pruned_loss=0.06504, over 2468892.32 frames. utt_duration=1216 frames, utt_pad_proportion=0.06256, over 8128.98 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2903, pruned_loss=0.05517, over 2477397.85 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07133, over 25910.82 utterances.], batch size: 70, lr: 2.60e-04
2022-08-30 10:05:56,658 INFO [train.py:927] (3/8) Epoch 15, batch 17900, libri_loss[loss=0.2354, simple_loss=0.3082, pruned_loss=0.08128, over 12336.00 frames. utt_duration=950.2 frames, utt_pad_proportion=0.07473, over 52.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2885, pruned_loss=0.05536, over 2477402.68 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06726, over 24498.69 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2922, pruned_loss=0.06496, over 2469170.74 frames. utt_duration=1215 frames, utt_pad_proportion=0.06222, over 8136.18 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2885, pruned_loss=0.05467, over 2477664.98 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06821, over 26095.34 utterances.], batch size: 52, lr: 2.60e-04
2022-08-30 10:07:51,032 INFO [train.py:927] (3/8) Epoch 15, batch 17950, giga_loss[loss=0.2177, simple_loss=0.3134, pruned_loss=0.06104, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.02933, over 122.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2871, pruned_loss=0.05519, over 2476580.54 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06975, over 24548.83 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2923, pruned_loss=0.06524, over 2469062.86 frames. utt_duration=1209 frames, utt_pad_proportion=0.06457, over 8176.54 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2868, pruned_loss=0.05396, over 2477248.59 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06983, over 26491.56 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:09:54,985 INFO [train.py:927] (3/8) Epoch 15, batch 18000, giga_loss[loss=0.17, simple_loss=0.2682, pruned_loss=0.03596, over 12331.00 frames. utt_duration=851.6 frames, utt_pad_proportion=0.03233, over 58.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2888, pruned_loss=0.05554, over 2476617.79 frames. utt_duration=409 frames, utt_pad_proportion=0.07085, over 24296.09 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2927, pruned_loss=0.0655, over 2469091.53 frames. utt_duration=1202 frames, utt_pad_proportion=0.06716, over 8223.76 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2881, pruned_loss=0.05399, over 2477343.43 frames. utt_duration=377.4 frames, utt_pad_proportion=0.0701, over 26347.45 utterances.], batch size: 58, lr: 2.60e-04
2022-08-30 10:09:54,986 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 10:10:09,660 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1711, simple_loss=0.2818, pruned_loss=0.03021, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 10:12:15,132 INFO [train.py:927] (3/8) Epoch 15, batch 18050, giga_loss[loss=0.1925, simple_loss=0.2895, pruned_loss=0.04777, over 12411.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.04085, over 105.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2868, pruned_loss=0.05453, over 2476053.07 frames. utt_duration=417.8 frames, utt_pad_proportion=0.06938, over 23779.09 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2926, pruned_loss=0.06535, over 2468885.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.06589, over 8176.66 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05311, over 2477034.48 frames. utt_duration=383.6 frames, utt_pad_proportion=0.0693, over 25912.27 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 10:14:13,625 INFO [train.py:927] (3/8) Epoch 15, batch 18100, giga_loss[loss=0.1987, simple_loss=0.2922, pruned_loss=0.05263, over 12383.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.0949, over 255.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2895, pruned_loss=0.05513, over 2476964.51 frames. utt_duration=395.7 frames, utt_pad_proportion=0.07207, over 25115.30 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2924, pruned_loss=0.06522, over 2468886.42 frames. utt_duration=1210 frames, utt_pad_proportion=0.06524, over 8170.46 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.289, pruned_loss=0.05384, over 2477972.67 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07202, over 27267.80 utterances.], batch size: 255, lr: 2.60e-04
2022-08-30 10:16:17,367 INFO [train.py:927] (3/8) Epoch 15, batch 18150, giga_loss[loss=0.202, simple_loss=0.3061, pruned_loss=0.04897, over 12420.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03608, over 105.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2901, pruned_loss=0.0536, over 2476941.77 frames. utt_duration=400.2 frames, utt_pad_proportion=0.07056, over 24832.77 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2918, pruned_loss=0.06489, over 2468703.13 frames. utt_duration=1218 frames, utt_pad_proportion=0.06392, over 8120.11 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2902, pruned_loss=0.05257, over 2478118.37 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07103, over 27046.16 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 10:18:24,398 INFO [train.py:927] (3/8) Epoch 15, batch 18200, giga_loss[loss=0.1831, simple_loss=0.269, pruned_loss=0.04855, over 12207.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03084, over 39.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2911, pruned_loss=0.05415, over 2477616.94 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07226, over 25415.38 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2918, pruned_loss=0.06487, over 2468802.23 frames. utt_duration=1217 frames, utt_pad_proportion=0.06334, over 8124.53 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2912, pruned_loss=0.05314, over 2478615.87 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07271, over 27489.69 utterances.], batch size: 39, lr: 2.60e-04
2022-08-30 10:20:45,826 INFO [train.py:927] (3/8) Epoch 15, batch 18250, giga_loss[loss=0.202, simple_loss=0.2908, pruned_loss=0.05666, over 12415.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06939, over 212.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2903, pruned_loss=0.05432, over 2477236.37 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0696, over 24514.67 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2918, pruned_loss=0.06491, over 2468996.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.06371, over 8151.14 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2903, pruned_loss=0.05323, over 2478048.06 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0701, over 26531.47 utterances.], batch size: 212, lr: 2.60e-04
2022-08-30 10:22:51,987 INFO [train.py:927] (3/8) Epoch 15, batch 18300, giga_loss[loss=0.1824, simple_loss=0.2764, pruned_loss=0.04418, over 12411.00 frames. utt_duration=663 frames, utt_pad_proportion=0.03355, over 75.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2875, pruned_loss=0.05379, over 2477745.14 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07454, over 24524.62 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06508, over 2468766.38 frames. utt_duration=1198 frames, utt_pad_proportion=0.07015, over 8251.67 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2875, pruned_loss=0.05233, over 2478981.71 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07299, over 26748.68 utterances.], batch size: 75, lr: 2.60e-04
2022-08-30 10:24:59,900 INFO [train.py:927] (3/8) Epoch 15, batch 18350, giga_loss[loss=0.1912, simple_loss=0.2852, pruned_loss=0.04864, over 12427.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07693, over 213.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2853, pruned_loss=0.05312, over 2477907.35 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07804, over 25450.02 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2912, pruned_loss=0.06482, over 2468450.90 frames. utt_duration=1201 frames, utt_pad_proportion=0.06985, over 8234.23 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05192, over 2479362.42 frames. utt_duration=360.6 frames, utt_pad_proportion=0.07668, over 27591.89 utterances.], batch size: 213, lr: 2.60e-04
2022-08-30 10:27:03,885 INFO [train.py:927] (3/8) Epoch 15, batch 18400, giga_loss[loss=0.1948, simple_loss=0.2756, pruned_loss=0.05701, over 12386.00 frames. utt_duration=473.1 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2875, pruned_loss=0.05368, over 2477991.82 frames. utt_duration=406 frames, utt_pad_proportion=0.07413, over 24484.33 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2914, pruned_loss=0.06485, over 2468494.89 frames. utt_duration=1194 frames, utt_pad_proportion=0.07231, over 8281.40 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2875, pruned_loss=0.05239, over 2479387.71 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07266, over 26615.55 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 10:28:56,121 INFO [train.py:927] (3/8) Epoch 15, batch 18450, giga_loss[loss=0.1997, simple_loss=0.2877, pruned_loss=0.05581, over 12367.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03157, over 62.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2872, pruned_loss=0.05444, over 2477949.63 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07403, over 24430.88 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2914, pruned_loss=0.06479, over 2468408.84 frames. utt_duration=1197 frames, utt_pad_proportion=0.07124, over 8256.10 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.287, pruned_loss=0.05311, over 2479451.05 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07317, over 26692.19 utterances.], batch size: 62, lr: 2.60e-04
2022-08-30 10:31:04,024 INFO [train.py:927] (3/8) Epoch 15, batch 18500, giga_loss[loss=0.2242, simple_loss=0.32, pruned_loss=0.06422, over 12408.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03308, over 122.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2882, pruned_loss=0.05474, over 2477918.66 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07331, over 24819.46 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2914, pruned_loss=0.06482, over 2468540.09 frames. utt_duration=1201 frames, utt_pad_proportion=0.07003, over 8230.00 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.288, pruned_loss=0.05342, over 2479216.45 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07307, over 27027.97 utterances.], batch size: 122, lr: 2.60e-04
2022-08-30 10:33:21,917 INFO [train.py:927] (3/8) Epoch 15, batch 18550, giga_loss[loss=0.1749, simple_loss=0.2608, pruned_loss=0.04456, over 12216.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03223, over 39.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2882, pruned_loss=0.05478, over 2477604.56 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06924, over 23926.44 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2908, pruned_loss=0.06468, over 2468716.38 frames. utt_duration=1210 frames, utt_pad_proportion=0.068, over 8173.54 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2884, pruned_loss=0.05333, over 2478981.05 frames. utt_duration=373.9 frames, utt_pad_proportion=0.06997, over 26605.53 utterances.], batch size: 39, lr: 2.60e-04
2022-08-30 10:35:26,588 INFO [train.py:927] (3/8) Epoch 15, batch 18600, giga_loss[loss=0.1896, simple_loss=0.2736, pruned_loss=0.05279, over 12388.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02661, over 85.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2844, pruned_loss=0.05364, over 2478198.24 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06854, over 24262.68 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2905, pruned_loss=0.06453, over 2468809.34 frames. utt_duration=1209 frames, utt_pad_proportion=0.06739, over 8176.58 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2847, pruned_loss=0.05234, over 2479450.78 frames. utt_duration=370.9 frames, utt_pad_proportion=0.06937, over 26827.00 utterances.], batch size: 85, lr: 2.60e-04
2022-08-30 10:37:22,260 INFO [train.py:927] (3/8) Epoch 15, batch 18650, giga_loss[loss=0.2193, simple_loss=0.3057, pruned_loss=0.06648, over 12423.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2827, pruned_loss=0.05303, over 2477970.28 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06935, over 24516.57 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2906, pruned_loss=0.06465, over 2468874.49 frames. utt_duration=1200 frames, utt_pad_proportion=0.07095, over 8240.59 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2828, pruned_loss=0.05175, over 2479024.34 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06893, over 26709.22 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 10:39:18,492 INFO [train.py:927] (3/8) Epoch 15, batch 18700, giga_loss[loss=0.2007, simple_loss=0.294, pruned_loss=0.05368, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04507, over 146.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2814, pruned_loss=0.05244, over 2477958.89 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07003, over 24869.28 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.29, pruned_loss=0.06445, over 2468741.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.06908, over 8182.29 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2817, pruned_loss=0.05117, over 2479253.67 frames. utt_duration=365 frames, utt_pad_proportion=0.07013, over 27261.63 utterances.], batch size: 146, lr: 2.60e-04
2022-08-30 10:41:33,283 INFO [train.py:927] (3/8) Epoch 15, batch 18750, giga_loss[loss=0.1811, simple_loss=0.2745, pruned_loss=0.04382, over 12450.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03692, over 133.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2801, pruned_loss=0.05175, over 2478231.83 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06995, over 25103.07 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.0641, over 2468853.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.06843, over 8137.92 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2807, pruned_loss=0.05083, over 2479332.54 frames. utt_duration=363.5 frames, utt_pad_proportion=0.07023, over 27370.02 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:43:43,607 INFO [train.py:927] (3/8) Epoch 15, batch 18800, giga_loss[loss=0.1737, simple_loss=0.2676, pruned_loss=0.03987, over 12389.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2793, pruned_loss=0.05099, over 2478422.10 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07008, over 24481.62 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06412, over 2469124.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.06715, over 8120.65 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2796, pruned_loss=0.04996, over 2479262.28 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07065, over 26665.60 utterances.], batch size: 62, lr: 2.60e-04
2022-08-30 10:45:42,474 INFO [train.py:927] (3/8) Epoch 15, batch 18850, giga_loss[loss=0.2138, simple_loss=0.3001, pruned_loss=0.06376, over 12406.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03676, over 105.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2802, pruned_loss=0.05157, over 2478881.57 frames. utt_duration=411.6 frames, utt_pad_proportion=0.0693, over 24161.33 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2896, pruned_loss=0.06414, over 2469277.73 frames. utt_duration=1208 frames, utt_pad_proportion=0.07081, over 8188.85 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.28, pruned_loss=0.05042, over 2479645.99 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06867, over 26202.11 utterances.], batch size: 105, lr: 2.60e-04
2022-08-30 10:47:39,402 INFO [train.py:927] (3/8) Epoch 15, batch 18900, giga_loss[loss=0.3282, simple_loss=0.4175, pruned_loss=0.1195, over 12357.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02964, over 91.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2812, pruned_loss=0.05126, over 2478733.98 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07262, over 25396.70 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.06421, over 2469246.97 frames. utt_duration=1199 frames, utt_pad_proportion=0.07433, over 8251.28 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2808, pruned_loss=0.05012, over 2479494.66 frames. utt_duration=366.1 frames, utt_pad_proportion=0.07107, over 27177.00 utterances.], batch size: 91, lr: 2.60e-04
2022-08-30 10:49:39,651 INFO [train.py:927] (3/8) Epoch 15, batch 18950, giga_loss[loss=0.1822, simple_loss=0.2795, pruned_loss=0.04244, over 12390.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03741, over 113.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05157, over 2478738.30 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06706, over 24534.54 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2898, pruned_loss=0.06415, over 2469088.01 frames. utt_duration=1203 frames, utt_pad_proportion=0.07324, over 8218.53 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2833, pruned_loss=0.0505, over 2479631.05 frames. utt_duration=378.8 frames, utt_pad_proportion=0.0664, over 26269.09 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 10:51:36,670 INFO [train.py:927] (3/8) Epoch 15, batch 19000, giga_loss[loss=0.1895, simple_loss=0.2765, pruned_loss=0.05126, over 12409.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03812, over 113.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05147, over 2478718.65 frames. utt_duration=413 frames, utt_pad_proportion=0.06422, over 24074.42 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2897, pruned_loss=0.06401, over 2469377.36 frames. utt_duration=1207 frames, utt_pad_proportion=0.07218, over 8190.46 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2832, pruned_loss=0.05052, over 2479332.06 frames. utt_duration=386 frames, utt_pad_proportion=0.06414, over 25773.28 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 10:53:36,844 INFO [train.py:927] (3/8) Epoch 15, batch 19050, giga_loss[loss=0.1902, simple_loss=0.2745, pruned_loss=0.05296, over 12442.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03786, over 133.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2826, pruned_loss=0.05126, over 2479114.10 frames. utt_duration=419.7 frames, utt_pad_proportion=0.06114, over 23692.65 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2901, pruned_loss=0.06421, over 2469603.58 frames. utt_duration=1205 frames, utt_pad_proportion=0.07182, over 8207.70 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.0501, over 2479579.37 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06127, over 25294.71 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 10:55:38,543 INFO [train.py:927] (3/8) Epoch 15, batch 19100, giga_loss[loss=0.2271, simple_loss=0.3227, pruned_loss=0.06579, over 12426.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04992, over 161.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2832, pruned_loss=0.05173, over 2478325.63 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06158, over 23332.05 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2903, pruned_loss=0.06428, over 2469152.39 frames. utt_duration=1205 frames, utt_pad_proportion=0.07084, over 8205.32 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05036, over 2479374.44 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06183, over 25092.23 utterances.], batch size: 161, lr: 2.60e-04
2022-08-30 10:57:38,373 INFO [train.py:927] (3/8) Epoch 15, batch 19150, giga_loss[loss=0.1983, simple_loss=0.2812, pruned_loss=0.05768, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02846, over 45.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2842, pruned_loss=0.05258, over 2477774.91 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06162, over 23580.88 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2901, pruned_loss=0.06432, over 2468615.95 frames. utt_duration=1200 frames, utt_pad_proportion=0.07297, over 8236.31 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2834, pruned_loss=0.05105, over 2479372.79 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06105, over 25449.69 utterances.], batch size: 45, lr: 2.60e-04
2022-08-30 10:59:32,425 INFO [train.py:927] (3/8) Epoch 15, batch 19200, giga_loss[loss=0.1815, simple_loss=0.2797, pruned_loss=0.04168, over 12307.00 frames. utt_duration=747.1 frames, utt_pad_proportion=0.03099, over 66.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2862, pruned_loss=0.05322, over 2477595.21 frames. utt_duration=416 frames, utt_pad_proportion=0.06442, over 23893.57 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2901, pruned_loss=0.06434, over 2468469.19 frames. utt_duration=1200 frames, utt_pad_proportion=0.07258, over 8241.41 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2855, pruned_loss=0.05178, over 2479182.30 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06389, over 25676.98 utterances.], batch size: 66, lr: 2.60e-04
2022-08-30 11:01:50,151 INFO [train.py:927] (3/8) Epoch 15, batch 19250, giga_loss[loss=0.2031, simple_loss=0.2943, pruned_loss=0.056, over 12364.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2862, pruned_loss=0.0528, over 2477222.31 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06306, over 23293.46 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.06417, over 2468048.77 frames. utt_duration=1204 frames, utt_pad_proportion=0.07118, over 8211.63 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2856, pruned_loss=0.05149, over 2479112.26 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06306, over 25166.86 utterances.], batch size: 113, lr: 2.60e-04
2022-08-30 11:03:58,664 INFO [train.py:927] (3/8) Epoch 15, batch 19300, giga_loss[loss=0.1883, simple_loss=0.2755, pruned_loss=0.05055, over 12363.00 frames. utt_duration=140.5 frames, utt_pad_proportion=0.1734, over 355.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2846, pruned_loss=0.05283, over 2477459.92 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06716, over 23848.82 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2899, pruned_loss=0.06438, over 2468157.95 frames. utt_duration=1211 frames, utt_pad_proportion=0.06983, over 8164.15 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2841, pruned_loss=0.05119, over 2479175.86 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06723, over 25896.05 utterances.], batch size: 355, lr: 2.60e-04
2022-08-30 11:06:03,716 INFO [train.py:927] (3/8) Epoch 15, batch 19350, giga_loss[loss=0.2066, simple_loss=0.2768, pruned_loss=0.06819, over 12371.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09876, over 256.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2839, pruned_loss=0.05304, over 2477118.20 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06641, over 23899.59 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2895, pruned_loss=0.06414, over 2467709.98 frames. utt_duration=1216 frames, utt_pad_proportion=0.06852, over 8129.37 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.0517, over 2479081.24 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06686, over 25898.89 utterances.], batch size: 256, lr: 2.60e-04
2022-08-30 11:08:01,078 INFO [train.py:927] (3/8) Epoch 15, batch 19400, giga_loss[loss=0.1942, simple_loss=0.2869, pruned_loss=0.05073, over 12381.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02866, over 85.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2835, pruned_loss=0.05257, over 2476671.49 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06435, over 23499.94 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2894, pruned_loss=0.06388, over 2467571.86 frames. utt_duration=1220 frames, utt_pad_proportion=0.0672, over 8099.43 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2833, pruned_loss=0.05148, over 2478575.99 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06522, over 25469.92 utterances.], batch size: 85, lr: 2.60e-04
2022-08-30 11:10:00,125 INFO [train.py:927] (3/8) Epoch 15, batch 19450, giga_loss[loss=0.1876, simple_loss=0.2892, pruned_loss=0.04296, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02482, over 48.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05127, over 2476747.13 frames. utt_duration=430 frames, utt_pad_proportion=0.06439, over 23102.79 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2894, pruned_loss=0.06386, over 2467802.57 frames. utt_duration=1218 frames, utt_pad_proportion=0.06698, over 8114.17 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2834, pruned_loss=0.05021, over 2478214.17 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06514, over 24924.19 utterances.], batch size: 48, lr: 2.60e-04
2022-08-30 11:11:54,509 INFO [train.py:927] (3/8) Epoch 15, batch 19500, giga_loss[loss=0.194, simple_loss=0.2872, pruned_loss=0.05044, over 12433.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03817, over 133.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2846, pruned_loss=0.05089, over 2477263.79 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06278, over 23305.85 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.0638, over 2468074.68 frames. utt_duration=1222 frames, utt_pad_proportion=0.06576, over 8091.50 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2844, pruned_loss=0.0498, over 2478397.23 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06385, over 25129.58 utterances.], batch size: 133, lr: 2.60e-04
2022-08-30 11:13:57,431 INFO [train.py:927] (3/8) Epoch 15, batch 19550, giga_loss[loss=0.212, simple_loss=0.2974, pruned_loss=0.06335, over 12477.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02346, over 80.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2851, pruned_loss=0.05129, over 2477496.95 frames. utt_duration=414 frames, utt_pad_proportion=0.06663, over 24009.23 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2896, pruned_loss=0.06384, over 2467746.73 frames. utt_duration=1225 frames, utt_pad_proportion=0.06432, over 8070.36 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2844, pruned_loss=0.04998, over 2478995.95 frames. utt_duration=382.8 frames, utt_pad_proportion=0.0676, over 25985.61 utterances.], batch size: 80, lr: 2.60e-04
2022-08-30 11:16:14,330 INFO [train.py:927] (3/8) Epoch 15, batch 19600, libri_loss[loss=0.2041, simple_loss=0.2883, pruned_loss=0.05995, over 12475.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008395, over 39.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2862, pruned_loss=0.05131, over 2477851.71 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06393, over 23766.29 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2898, pruned_loss=0.06389, over 2467935.36 frames. utt_duration=1226 frames, utt_pad_proportion=0.06327, over 8060.04 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2854, pruned_loss=0.05001, over 2479041.95 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06521, over 25638.89 utterances.], batch size: 39, lr: 2.60e-04
2022-08-30 11:18:31,046 INFO [train.py:927] (3/8) Epoch 15, batch 19650, giga_loss[loss=0.1837, simple_loss=0.2767, pruned_loss=0.04535, over 12339.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03116, over 51.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.288, pruned_loss=0.05188, over 2478135.04 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06491, over 23541.00 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2899, pruned_loss=0.06399, over 2468030.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.06359, over 8077.98 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2873, pruned_loss=0.0506, over 2479132.13 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06581, over 25214.86 utterances.], batch size: 51, lr: 2.60e-04
2022-08-30 11:20:49,103 INFO [train.py:927] (3/8) Epoch 15, batch 19700, giga_loss[loss=0.1868, simple_loss=0.2784, pruned_loss=0.04757, over 12380.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.02737, over 62.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2867, pruned_loss=0.05171, over 2478230.73 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06553, over 23425.80 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2901, pruned_loss=0.06409, over 2468057.40 frames. utt_duration=1209 frames, utt_pad_proportion=0.06774, over 8178.30 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.286, pruned_loss=0.05046, over 2479121.72 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06509, over 24857.11 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 11:22:54,699 INFO [train.py:927] (3/8) Epoch 15, batch 19750, giga_loss[loss=0.2009, simple_loss=0.2933, pruned_loss=0.05421, over 12442.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05659, over 182.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2862, pruned_loss=0.05101, over 2478314.37 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06559, over 23880.48 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2902, pruned_loss=0.06412, over 2468130.72 frames. utt_duration=1212 frames, utt_pad_proportion=0.06701, over 8153.73 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2855, pruned_loss=0.04984, over 2479089.26 frames. utt_duration=394 frames, utt_pad_proportion=0.06544, over 25240.07 utterances.], batch size: 182, lr: 2.59e-04
2022-08-30 11:24:54,987 INFO [train.py:927] (3/8) Epoch 15, batch 19800, giga_loss[loss=0.2026, simple_loss=0.2969, pruned_loss=0.05412, over 12397.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03635, over 113.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2871, pruned_loss=0.05194, over 2477713.46 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07142, over 24597.32 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06415, over 2468152.91 frames. utt_duration=1211 frames, utt_pad_proportion=0.06666, over 8164.63 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2864, pruned_loss=0.05071, over 2478536.60 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07114, over 26019.38 utterances.], batch size: 113, lr: 2.59e-04
2022-08-30 11:26:47,137 INFO [train.py:927] (3/8) Epoch 15, batch 19850, giga_loss[loss=0.1964, simple_loss=0.2864, pruned_loss=0.05319, over 12394.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03257, over 122.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2869, pruned_loss=0.0521, over 2478171.99 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06963, over 25011.18 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2901, pruned_loss=0.06397, over 2468409.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.0666, over 8167.12 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2865, pruned_loss=0.05107, over 2478760.55 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06954, over 26433.59 utterances.], batch size: 122, lr: 2.59e-04
2022-08-30 11:28:38,237 INFO [train.py:927] (3/8) Epoch 15, batch 19900, giga_loss[loss=0.2188, simple_loss=0.2963, pruned_loss=0.07068, over 12412.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09992, over 257.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.286, pruned_loss=0.05271, over 2477793.30 frames. utt_duration=389.9 frames, utt_pad_proportion=0.07143, over 25500.65 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.29, pruned_loss=0.06399, over 2468217.76 frames. utt_duration=1211 frames, utt_pad_proportion=0.06608, over 8161.72 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2856, pruned_loss=0.05163, over 2478682.06 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07146, over 27044.00 utterances.], batch size: 257, lr: 2.59e-04
2022-08-30 11:30:24,678 INFO [train.py:927] (3/8) Epoch 15, batch 19950, giga_loss[loss=0.2455, simple_loss=0.3284, pruned_loss=0.08127, over 12374.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.068, over 212.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2926, pruned_loss=0.05598, over 2476972.23 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07122, over 24690.84 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2903, pruned_loss=0.06411, over 2468312.16 frames. utt_duration=1201 frames, utt_pad_proportion=0.0691, over 8233.57 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2921, pruned_loss=0.0549, over 2477711.80 frames. utt_duration=381.5 frames, utt_pad_proportion=0.07051, over 26061.94 utterances.], batch size: 212, lr: 2.59e-04
2022-08-30 11:32:04,921 INFO [train.py:927] (3/8) Epoch 15, batch 20000, giga_loss[loss=0.1958, simple_loss=0.2857, pruned_loss=0.05295, over 12448.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03713, over 105.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2932, pruned_loss=0.0567, over 2476195.09 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07338, over 23787.48 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2904, pruned_loss=0.0642, over 2468151.58 frames. utt_duration=1205 frames, utt_pad_proportion=0.06809, over 8204.09 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2928, pruned_loss=0.05564, over 2477103.23 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07304, over 25200.88 utterances.], batch size: 105, lr: 2.59e-04
2022-08-30 11:33:47,989 INFO [train.py:927] (3/8) Epoch 15, batch 20050, giga_loss[loss=0.1698, simple_loss=0.253, pruned_loss=0.04328, over 12332.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03159, over 62.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2882, pruned_loss=0.05541, over 2475483.49 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07395, over 22794.27 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2906, pruned_loss=0.06431, over 2467860.82 frames. utt_duration=1209 frames, utt_pad_proportion=0.06688, over 8173.52 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2878, pruned_loss=0.05426, over 2476697.77 frames. utt_duration=408 frames, utt_pad_proportion=0.07404, over 24356.63 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 11:35:30,579 INFO [train.py:927] (3/8) Epoch 15, batch 20100, giga_loss[loss=0.1673, simple_loss=0.2434, pruned_loss=0.04566, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0301, over 45.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2798, pruned_loss=0.05225, over 2474714.07 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07211, over 22176.72 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2905, pruned_loss=0.06423, over 2467639.17 frames. utt_duration=1211 frames, utt_pad_proportion=0.0665, over 8162.99 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2794, pruned_loss=0.05127, over 2475986.48 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07244, over 23619.26 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 11:37:14,515 INFO [train.py:927] (3/8) Epoch 15, batch 20150, giga_loss[loss=0.1642, simple_loss=0.2544, pruned_loss=0.03701, over 12396.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02884, over 62.00 utterances.], tot_loss[loss=0.1869, simple_loss=0.2736, pruned_loss=0.05007, over 2474581.77 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07144, over 21633.49 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2906, pruned_loss=0.06428, over 2467893.37 frames. utt_duration=1213 frames, utt_pad_proportion=0.06549, over 8145.93 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.273, pruned_loss=0.04901, over 2475480.48 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07208, over 23031.61 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 11:38:57,829 INFO [train.py:927] (3/8) Epoch 15, batch 20200, giga_loss[loss=0.1544, simple_loss=0.236, pruned_loss=0.03636, over 12340.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02967, over 66.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2694, pruned_loss=0.04866, over 2473655.43 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07292, over 21222.23 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.29, pruned_loss=0.0639, over 2467468.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.06451, over 8114.85 utterances.], giga_tot_loss[loss=0.1822, simple_loss=0.2689, pruned_loss=0.04775, over 2474933.68 frames. utt_duration=436.8 frames, utt_pad_proportion=0.0738, over 22738.06 utterances.], batch size: 66, lr: 2.59e-04
2022-08-30 11:40:40,048 INFO [train.py:927] (3/8) Epoch 15, batch 20250, giga_loss[loss=0.1528, simple_loss=0.2345, pruned_loss=0.03551, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2649, pruned_loss=0.04697, over 2474089.87 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07117, over 20991.13 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06406, over 2467768.31 frames. utt_duration=1218 frames, utt_pad_proportion=0.06375, over 8111.15 utterances.], giga_tot_loss[loss=0.1778, simple_loss=0.2639, pruned_loss=0.04585, over 2474905.23 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07228, over 22382.59 utterances.], batch size: 91, lr: 2.59e-04
2022-08-30 11:42:22,719 INFO [train.py:927] (3/8) Epoch 15, batch 20300, giga_loss[loss=0.1455, simple_loss=0.2282, pruned_loss=0.03138, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03285, over 85.00 utterances.], tot_loss[loss=0.1755, simple_loss=0.2605, pruned_loss=0.04531, over 2474001.73 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07134, over 20388.94 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06418, over 2467743.88 frames. utt_duration=1217 frames, utt_pad_proportion=0.06374, over 8121.10 utterances.], giga_tot_loss[loss=0.1734, simple_loss=0.2589, pruned_loss=0.044, over 2474782.58 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07227, over 21704.05 utterances.], batch size: 85, lr: 2.59e-04
2022-08-30 11:44:05,791 INFO [train.py:927] (3/8) Epoch 15, batch 20350, giga_loss[loss=0.1462, simple_loss=0.2219, pruned_loss=0.03525, over 12203.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03239, over 39.00 utterances.], tot_loss[loss=0.1719, simple_loss=0.2562, pruned_loss=0.04377, over 2473745.86 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06988, over 19719.97 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2904, pruned_loss=0.06406, over 2467594.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06231, over 8083.99 utterances.], giga_tot_loss[loss=0.1694, simple_loss=0.2543, pruned_loss=0.0423, over 2474673.33 frames. utt_duration=469.7 frames, utt_pad_proportion=0.0713, over 21138.22 utterances.], batch size: 39, lr: 2.59e-04
2022-08-30 11:45:46,461 INFO [train.py:927] (3/8) Epoch 15, batch 20400, giga_loss[loss=0.2254, simple_loss=0.311, pruned_loss=0.06989, over 12475.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02922, over 55.00 utterances.], tot_loss[loss=0.1739, simple_loss=0.2576, pruned_loss=0.04512, over 2472718.85 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06752, over 19256.80 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2897, pruned_loss=0.06384, over 2467204.36 frames. utt_duration=1232 frames, utt_pad_proportion=0.06069, over 8021.66 utterances.], giga_tot_loss[loss=0.1709, simple_loss=0.2552, pruned_loss=0.0433, over 2474068.81 frames. utt_duration=474.3 frames, utt_pad_proportion=0.06947, over 20927.49 utterances.], batch size: 55, lr: 2.59e-04
2022-08-30 11:47:29,442 INFO [train.py:927] (3/8) Epoch 15, batch 20450, giga_loss[loss=0.2122, simple_loss=0.3049, pruned_loss=0.05974, over 12425.00 frames. utt_duration=976.1 frames, utt_pad_proportion=0.02684, over 51.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2679, pruned_loss=0.04947, over 2472709.38 frames. utt_duration=519.5 frames, utt_pad_proportion=0.0684, over 19091.64 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2901, pruned_loss=0.06391, over 2467274.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06121, over 8058.62 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2652, pruned_loss=0.04766, over 2473811.67 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06982, over 20596.50 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 11:49:14,910 INFO [train.py:927] (3/8) Epoch 15, batch 20500, giga_loss[loss=0.2303, simple_loss=0.327, pruned_loss=0.06683, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06302, over 183.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2761, pruned_loss=0.0526, over 2472261.16 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06746, over 18970.58 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2904, pruned_loss=0.06397, over 2467295.50 frames. utt_duration=1228 frames, utt_pad_proportion=0.06076, over 8045.08 utterances.], giga_tot_loss[loss=0.1878, simple_loss=0.2735, pruned_loss=0.05101, over 2473160.99 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06883, over 20268.05 utterances.], batch size: 183, lr: 2.59e-04
2022-08-30 11:50:58,128 INFO [train.py:927] (3/8) Epoch 15, batch 20550, giga_loss[loss=0.2099, simple_loss=0.293, pruned_loss=0.06339, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02638, over 48.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.28, pruned_loss=0.05367, over 2472991.25 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06328, over 18578.99 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.064, over 2467618.24 frames. utt_duration=1231 frames, utt_pad_proportion=0.05967, over 8029.08 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2777, pruned_loss=0.05214, over 2473552.50 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06508, over 19866.80 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 11:52:41,839 INFO [train.py:927] (3/8) Epoch 15, batch 20600, giga_loss[loss=0.2013, simple_loss=0.291, pruned_loss=0.05584, over 12370.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02675, over 66.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.284, pruned_loss=0.0561, over 2473049.25 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06772, over 18740.70 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2906, pruned_loss=0.06415, over 2467954.78 frames. utt_duration=1222 frames, utt_pad_proportion=0.0623, over 8086.23 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2816, pruned_loss=0.05443, over 2473376.61 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06805, over 20058.04 utterances.], batch size: 66, lr: 2.59e-04
2022-08-30 11:54:25,963 INFO [train.py:927] (3/8) Epoch 15, batch 20650, giga_loss[loss=0.1908, simple_loss=0.2927, pruned_loss=0.04447, over 12423.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04156, over 26.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2892, pruned_loss=0.0589, over 2473502.37 frames. utt_duration=517.4 frames, utt_pad_proportion=0.07189, over 19178.45 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2908, pruned_loss=0.06429, over 2467976.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.06208, over 8096.37 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2871, pruned_loss=0.05741, over 2473789.49 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07203, over 20300.19 utterances.], batch size: 26, lr: 2.59e-04
2022-08-30 11:56:10,196 INFO [train.py:927] (3/8) Epoch 15, batch 20700, giga_loss[loss=0.2083, simple_loss=0.2937, pruned_loss=0.0614, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03153, over 42.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2925, pruned_loss=0.05977, over 2472878.33 frames. utt_duration=520.7 frames, utt_pad_proportion=0.07715, over 19049.91 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.291, pruned_loss=0.06436, over 2468235.38 frames. utt_duration=1222 frames, utt_pad_proportion=0.06104, over 8086.14 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2906, pruned_loss=0.05841, over 2473003.44 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07747, over 20194.62 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 11:57:55,095 INFO [train.py:927] (3/8) Epoch 15, batch 20750, giga_loss[loss=0.2008, simple_loss=0.2959, pruned_loss=0.05279, over 12359.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03163, over 62.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05946, over 2473167.41 frames. utt_duration=540.8 frames, utt_pad_proportion=0.07135, over 18344.49 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2909, pruned_loss=0.06439, over 2468189.10 frames. utt_duration=1226 frames, utt_pad_proportion=0.05954, over 8062.64 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2923, pruned_loss=0.05818, over 2473431.35 frames. utt_duration=505.5 frames, utt_pad_proportion=0.07267, over 19631.28 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 11:59:38,286 INFO [train.py:927] (3/8) Epoch 15, batch 20800, giga_loss[loss=0.1992, simple_loss=0.2993, pruned_loss=0.0496, over 12462.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03013, over 55.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2943, pruned_loss=0.05867, over 2473998.97 frames. utt_duration=561.7 frames, utt_pad_proportion=0.07002, over 17664.85 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2914, pruned_loss=0.06446, over 2468617.96 frames. utt_duration=1214 frames, utt_pad_proportion=0.0632, over 8143.31 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.0574, over 2473972.96 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07001, over 18947.75 utterances.], batch size: 55, lr: 2.59e-04
2022-08-30 12:01:23,189 INFO [train.py:927] (3/8) Epoch 15, batch 20850, giga_loss[loss=0.2394, simple_loss=0.3175, pruned_loss=0.08065, over 12359.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2959, pruned_loss=0.06058, over 2473893.32 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06751, over 16883.22 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2913, pruned_loss=0.06451, over 2468990.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.06644, over 8200.00 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2949, pruned_loss=0.05938, over 2473677.02 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06646, over 18111.80 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 12:03:08,580 INFO [train.py:927] (3/8) Epoch 15, batch 20900, giga_loss[loss=0.2326, simple_loss=0.3167, pruned_loss=0.07429, over 12386.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.0576, over 162.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2968, pruned_loss=0.0625, over 2474270.40 frames. utt_duration=563.9 frames, utt_pad_proportion=0.07267, over 17597.88 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2909, pruned_loss=0.06433, over 2469316.97 frames. utt_duration=1210 frames, utt_pad_proportion=0.06575, over 8171.17 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2965, pruned_loss=0.06168, over 2473870.04 frames. utt_duration=530 frames, utt_pad_proportion=0.07193, over 18724.32 utterances.], batch size: 162, lr: 2.59e-04
2022-08-30 12:04:51,428 INFO [train.py:927] (3/8) Epoch 15, batch 20950, giga_loss[loss=0.1858, simple_loss=0.2817, pruned_loss=0.04493, over 12425.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02399, over 70.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2958, pruned_loss=0.06267, over 2474161.18 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06712, over 17365.27 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2903, pruned_loss=0.06406, over 2469095.61 frames. utt_duration=1218 frames, utt_pad_proportion=0.06427, over 8118.86 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2962, pruned_loss=0.06221, over 2474190.60 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06748, over 18607.75 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:06:35,576 INFO [train.py:927] (3/8) Epoch 15, batch 21000, giga_loss[loss=0.2036, simple_loss=0.2915, pruned_loss=0.05786, over 12309.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.03554, over 51.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2938, pruned_loss=0.06144, over 2473190.03 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06398, over 16687.85 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2897, pruned_loss=0.06376, over 2468359.20 frames. utt_duration=1228 frames, utt_pad_proportion=0.0618, over 8051.01 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.295, pruned_loss=0.06123, over 2474169.65 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06556, over 18234.08 utterances.], batch size: 51, lr: 2.59e-04
2022-08-30 12:06:35,577 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 12:06:52,464 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1779, simple_loss=0.2837, pruned_loss=0.0361, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 12:08:36,035 INFO [train.py:927] (3/8) Epoch 15, batch 21050, giga_loss[loss=0.197, simple_loss=0.2788, pruned_loss=0.05757, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2919, pruned_loss=0.06076, over 2474318.73 frames. utt_duration=552 frames, utt_pad_proportion=0.0679, over 17980.16 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2902, pruned_loss=0.06416, over 2468492.43 frames. utt_duration=1205 frames, utt_pad_proportion=0.06956, over 8206.09 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2924, pruned_loss=0.06018, over 2475014.33 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06562, over 19140.27 utterances.], batch size: 97, lr: 2.59e-04
2022-08-30 12:10:20,716 INFO [train.py:927] (3/8) Epoch 15, batch 21100, giga_loss[loss=0.1797, simple_loss=0.2712, pruned_loss=0.04413, over 12332.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03503, over 62.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2885, pruned_loss=0.0597, over 2474185.52 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06965, over 18248.40 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2904, pruned_loss=0.06431, over 2468421.54 frames. utt_duration=1207 frames, utt_pad_proportion=0.06844, over 8190.02 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2886, pruned_loss=0.059, over 2474937.58 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06819, over 19416.07 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:12:04,993 INFO [train.py:927] (3/8) Epoch 15, batch 21150, libri_loss[loss=0.2235, simple_loss=0.3063, pruned_loss=0.07038, over 12379.00 frames. utt_duration=752 frames, utt_pad_proportion=0.1455, over 66.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2875, pruned_loss=0.05943, over 2474235.91 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07867, over 19865.84 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2907, pruned_loss=0.06457, over 2468198.24 frames. utt_duration=1205 frames, utt_pad_proportion=0.06805, over 8200.41 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2873, pruned_loss=0.05852, over 2475172.86 frames. utt_duration=472 frames, utt_pad_proportion=0.07736, over 21041.62 utterances.], batch size: 66, lr: 2.59e-04
2022-08-30 12:13:46,353 INFO [train.py:927] (3/8) Epoch 15, batch 21200, giga_loss[loss=0.1938, simple_loss=0.2824, pruned_loss=0.05259, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04732, over 34.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2864, pruned_loss=0.05916, over 2473660.04 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07371, over 19136.26 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2902, pruned_loss=0.06449, over 2468040.98 frames. utt_duration=1212 frames, utt_pad_proportion=0.06675, over 8153.86 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2866, pruned_loss=0.05836, over 2474723.12 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07342, over 20420.71 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 12:15:25,576 INFO [train.py:927] (3/8) Epoch 15, batch 21250, giga_loss[loss=0.1884, simple_loss=0.2726, pruned_loss=0.05209, over 12398.00 frames. utt_duration=546.5 frames, utt_pad_proportion=0.02588, over 91.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2839, pruned_loss=0.05858, over 2473125.40 frames. utt_duration=510.3 frames, utt_pad_proportion=0.07736, over 19441.80 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2902, pruned_loss=0.06456, over 2468002.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.06969, over 8200.70 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2839, pruned_loss=0.05774, over 2474131.47 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07608, over 20692.98 utterances.], batch size: 91, lr: 2.59e-04
2022-08-30 12:17:11,565 INFO [train.py:927] (3/8) Epoch 15, batch 21300, giga_loss[loss=0.1768, simple_loss=0.2538, pruned_loss=0.0499, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03252, over 36.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2804, pruned_loss=0.05746, over 2472323.55 frames. utt_duration=545.7 frames, utt_pad_proportion=0.07339, over 18173.44 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2895, pruned_loss=0.06421, over 2467988.45 frames. utt_duration=1197 frames, utt_pad_proportion=0.07323, over 8257.73 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2808, pruned_loss=0.05691, over 2473284.72 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07118, over 19409.57 utterances.], batch size: 36, lr: 2.59e-04
2022-08-30 12:18:51,674 INFO [train.py:927] (3/8) Epoch 15, batch 21350, libri_loss[loss=0.1912, simple_loss=0.2698, pruned_loss=0.05629, over 12350.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00551, over 33.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2783, pruned_loss=0.05643, over 2472753.97 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06768, over 17465.35 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2896, pruned_loss=0.06413, over 2468166.27 frames. utt_duration=1204 frames, utt_pad_proportion=0.07079, over 8208.08 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2781, pruned_loss=0.05575, over 2473558.22 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06713, over 18910.62 utterances.], batch size: 33, lr: 2.59e-04
2022-08-30 12:20:34,780 INFO [train.py:927] (3/8) Epoch 15, batch 21400, giga_loss[loss=0.1591, simple_loss=0.2332, pruned_loss=0.04249, over 12459.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2751, pruned_loss=0.05518, over 2472303.08 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06938, over 17275.36 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06407, over 2468152.44 frames. utt_duration=1206 frames, utt_pad_proportion=0.07071, over 8194.04 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2751, pruned_loss=0.05467, over 2472963.29 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06886, over 18458.63 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 12:22:15,438 INFO [train.py:927] (3/8) Epoch 15, batch 21450, giga_loss[loss=0.2324, simple_loss=0.3139, pruned_loss=0.07549, over 12402.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05631, over 162.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.274, pruned_loss=0.05471, over 2473194.31 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06774, over 17263.70 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2898, pruned_loss=0.06417, over 2468488.49 frames. utt_duration=1198 frames, utt_pad_proportion=0.07404, over 8254.07 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2734, pruned_loss=0.05404, over 2473491.36 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06611, over 18314.84 utterances.], batch size: 162, lr: 2.59e-04
2022-08-30 12:24:01,676 INFO [train.py:927] (3/8) Epoch 15, batch 21500, giga_loss[loss=0.2449, simple_loss=0.3318, pruned_loss=0.07897, over 12410.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06796, over 184.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2772, pruned_loss=0.05649, over 2473421.08 frames. utt_duration=572 frames, utt_pad_proportion=0.06652, over 17341.75 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.29, pruned_loss=0.0642, over 2468754.53 frames. utt_duration=1199 frames, utt_pad_proportion=0.07273, over 8247.62 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2761, pruned_loss=0.05573, over 2473521.58 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06578, over 18389.04 utterances.], batch size: 184, lr: 2.59e-04
2022-08-30 12:25:43,770 INFO [train.py:927] (3/8) Epoch 15, batch 21550, giga_loss[loss=0.2435, simple_loss=0.3211, pruned_loss=0.08292, over 12418.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06684, over 184.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2816, pruned_loss=0.05863, over 2474161.74 frames. utt_duration=570 frames, utt_pad_proportion=0.06627, over 17408.26 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.29, pruned_loss=0.06415, over 2468958.54 frames. utt_duration=1192 frames, utt_pad_proportion=0.07534, over 8292.47 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2805, pruned_loss=0.05789, over 2474182.21 frames. utt_duration=538 frames, utt_pad_proportion=0.06464, over 18445.32 utterances.], batch size: 184, lr: 2.59e-04
2022-08-30 12:27:25,674 INFO [train.py:927] (3/8) Epoch 15, batch 21600, giga_loss[loss=0.2444, simple_loss=0.3367, pruned_loss=0.07612, over 12377.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.0601, over 182.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2875, pruned_loss=0.06103, over 2474618.49 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0673, over 18081.15 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06437, over 2469017.70 frames. utt_duration=1183 frames, utt_pad_proportion=0.07831, over 8360.92 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2862, pruned_loss=0.06013, over 2474687.65 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06455, over 19061.75 utterances.], batch size: 182, lr: 2.59e-04
2022-08-30 12:29:07,272 INFO [train.py:927] (3/8) Epoch 15, batch 21650, giga_loss[loss=0.2385, simple_loss=0.3206, pruned_loss=0.07818, over 12428.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06656, over 184.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.294, pruned_loss=0.06427, over 2473945.84 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07466, over 19107.68 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2901, pruned_loss=0.06423, over 2468592.29 frames. utt_duration=1185 frames, utt_pad_proportion=0.07725, over 8340.93 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2931, pruned_loss=0.06364, over 2474473.56 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07262, over 20083.87 utterances.], batch size: 184, lr: 2.59e-04
2022-08-30 12:30:47,959 INFO [train.py:927] (3/8) Epoch 15, batch 21700, giga_loss[loss=0.1826, simple_loss=0.2704, pruned_loss=0.04738, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03821, over 28.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2934, pruned_loss=0.0631, over 2473480.74 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07981, over 19931.92 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06438, over 2468926.87 frames. utt_duration=1180 frames, utt_pad_proportion=0.07925, over 8382.46 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2926, pruned_loss=0.06245, over 2473742.43 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07734, over 20959.73 utterances.], batch size: 28, lr: 2.59e-04
2022-08-30 12:32:31,663 INFO [train.py:927] (3/8) Epoch 15, batch 21750, giga_loss[loss=0.1986, simple_loss=0.2839, pruned_loss=0.05668, over 12343.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03077, over 70.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2919, pruned_loss=0.06072, over 2473698.17 frames. utt_duration=525.4 frames, utt_pad_proportion=0.07661, over 18887.42 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2902, pruned_loss=0.06435, over 2469020.57 frames. utt_duration=1173 frames, utt_pad_proportion=0.08155, over 8431.08 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2913, pruned_loss=0.06018, over 2473914.71 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07386, over 19910.84 utterances.], batch size: 70, lr: 2.59e-04
2022-08-30 12:34:12,271 INFO [train.py:927] (3/8) Epoch 15, batch 21800, giga_loss[loss=0.211, simple_loss=0.2909, pruned_loss=0.06556, over 12397.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02964, over 62.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2931, pruned_loss=0.06178, over 2473719.18 frames. utt_duration=533.5 frames, utt_pad_proportion=0.07567, over 18599.29 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2897, pruned_loss=0.0643, over 2469402.12 frames. utt_duration=1180 frames, utt_pad_proportion=0.07946, over 8378.47 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2932, pruned_loss=0.06128, over 2473719.86 frames. utt_duration=500.1 frames, utt_pad_proportion=0.07419, over 19844.47 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:35:54,013 INFO [train.py:927] (3/8) Epoch 15, batch 21850, giga_loss[loss=0.2052, simple_loss=0.2894, pruned_loss=0.06046, over 12306.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02923, over 74.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2941, pruned_loss=0.06284, over 2472887.95 frames. utt_duration=554.6 frames, utt_pad_proportion=0.07274, over 17884.45 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2897, pruned_loss=0.06454, over 2469108.22 frames. utt_duration=1188 frames, utt_pad_proportion=0.07755, over 8322.10 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2944, pruned_loss=0.06215, over 2473298.52 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07236, over 19249.56 utterances.], batch size: 74, lr: 2.59e-04
2022-08-30 12:37:39,495 INFO [train.py:927] (3/8) Epoch 15, batch 21900, giga_loss[loss=0.2023, simple_loss=0.2827, pruned_loss=0.06093, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03721, over 37.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.296, pruned_loss=0.06423, over 2473308.57 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06715, over 17878.12 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2896, pruned_loss=0.06451, over 2468899.43 frames. utt_duration=1191 frames, utt_pad_proportion=0.07654, over 8298.97 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06369, over 2473912.27 frames. utt_duration=517.8 frames, utt_pad_proportion=0.06752, over 19164.63 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 12:39:21,745 INFO [train.py:927] (3/8) Epoch 15, batch 21950, giga_loss[loss=0.2224, simple_loss=0.3034, pruned_loss=0.07073, over 12359.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04555, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2975, pruned_loss=0.0647, over 2472952.73 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06634, over 17489.51 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2897, pruned_loss=0.06447, over 2468668.11 frames. utt_duration=1195 frames, utt_pad_proportion=0.07553, over 8270.29 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2979, pruned_loss=0.06429, over 2473687.07 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06702, over 18698.01 utterances.], batch size: 37, lr: 2.59e-04
2022-08-30 12:41:04,482 INFO [train.py:927] (3/8) Epoch 15, batch 22000, giga_loss[loss=0.1928, simple_loss=0.2773, pruned_loss=0.05411, over 12204.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03085, over 42.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2983, pruned_loss=0.0647, over 2472040.17 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06844, over 17532.21 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2894, pruned_loss=0.06434, over 2468621.19 frames. utt_duration=1198 frames, utt_pad_proportion=0.07501, over 8251.65 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2989, pruned_loss=0.0645, over 2472683.94 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06905, over 18581.10 utterances.], batch size: 42, lr: 2.59e-04
2022-08-30 12:42:48,188 INFO [train.py:927] (3/8) Epoch 15, batch 22050, giga_loss[loss=0.2171, simple_loss=0.2979, pruned_loss=0.06816, over 12385.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02958, over 62.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2973, pruned_loss=0.06456, over 2472392.53 frames. utt_duration=568 frames, utt_pad_proportion=0.06672, over 17455.98 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2889, pruned_loss=0.064, over 2468612.91 frames. utt_duration=1206 frames, utt_pad_proportion=0.07339, over 8200.80 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2985, pruned_loss=0.06471, over 2472996.92 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06785, over 18583.47 utterances.], batch size: 62, lr: 2.59e-04
2022-08-30 12:44:29,152 INFO [train.py:927] (3/8) Epoch 15, batch 22100, giga_loss[loss=0.1943, simple_loss=0.2791, pruned_loss=0.05475, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04213, over 34.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2971, pruned_loss=0.06468, over 2472876.10 frames. utt_duration=581.8 frames, utt_pad_proportion=0.06279, over 17045.79 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2887, pruned_loss=0.06389, over 2468483.84 frames. utt_duration=1207 frames, utt_pad_proportion=0.07317, over 8188.79 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2981, pruned_loss=0.0649, over 2473479.55 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06397, over 17977.74 utterances.], batch size: 34, lr: 2.59e-04
2022-08-30 12:46:12,079 INFO [train.py:927] (3/8) Epoch 15, batch 22150, giga_loss[loss=0.2225, simple_loss=0.3158, pruned_loss=0.06461, over 12438.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04207, over 114.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.06477, over 2472311.62 frames. utt_duration=598.9 frames, utt_pad_proportion=0.06433, over 16554.47 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2888, pruned_loss=0.06394, over 2468720.98 frames. utt_duration=1209 frames, utt_pad_proportion=0.07231, over 8178.05 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2984, pruned_loss=0.06491, over 2472619.31 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06553, over 17414.98 utterances.], batch size: 114, lr: 2.59e-04
2022-08-30 12:47:52,011 INFO [train.py:927] (3/8) Epoch 15, batch 22200, giga_loss[loss=0.2066, simple_loss=0.2873, pruned_loss=0.06294, over 12443.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02225, over 48.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2972, pruned_loss=0.06432, over 2471616.62 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06293, over 16133.71 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2887, pruned_loss=0.06383, over 2468378.42 frames. utt_duration=1217 frames, utt_pad_proportion=0.07049, over 8121.68 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2983, pruned_loss=0.06454, over 2472295.94 frames. utt_duration=578.5 frames, utt_pad_proportion=0.0647, over 17137.88 utterances.], batch size: 48, lr: 2.59e-04
2022-08-30 12:49:34,237 INFO [train.py:927] (3/8) Epoch 15, batch 22250, giga_loss[loss=0.2164, simple_loss=0.3005, pruned_loss=0.0661, over 12448.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.0419, over 26.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2959, pruned_loss=0.06379, over 2472219.47 frames. utt_duration=600.8 frames, utt_pad_proportion=0.06763, over 16501.62 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2888, pruned_loss=0.06383, over 2468502.37 frames. utt_duration=1218 frames, utt_pad_proportion=0.06994, over 8118.47 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2966, pruned_loss=0.06396, over 2472669.85 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06903, over 17374.11 utterances.], batch size: 26, lr: 2.59e-04
2022-08-30 12:51:16,245 INFO [train.py:927] (3/8) Epoch 15, batch 22300, giga_loss[loss=0.1759, simple_loss=0.2651, pruned_loss=0.04337, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04477, over 26.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2943, pruned_loss=0.06309, over 2472139.97 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06648, over 16754.37 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2888, pruned_loss=0.06385, over 2468693.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.0684, over 8100.20 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2951, pruned_loss=0.0632, over 2472433.66 frames. utt_duration=559.9 frames, utt_pad_proportion=0.06824, over 17710.13 utterances.], batch size: 26, lr: 2.59e-04
2022-08-30 12:52:58,092 INFO [train.py:927] (3/8) Epoch 15, batch 22350, giga_loss[loss=0.1874, simple_loss=0.2738, pruned_loss=0.05052, over 12413.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2923, pruned_loss=0.06197, over 2472772.36 frames. utt_duration=594 frames, utt_pad_proportion=0.06191, over 16694.61 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2887, pruned_loss=0.06363, over 2468482.47 frames. utt_duration=1225 frames, utt_pad_proportion=0.06739, over 8073.37 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2932, pruned_loss=0.06225, over 2473303.18 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06393, over 17640.59 utterances.], batch size: 146, lr: 2.59e-04
2022-08-30 12:54:41,946 INFO [train.py:927] (3/8) Epoch 15, batch 22400, giga_loss[loss=0.2057, simple_loss=0.2943, pruned_loss=0.05857, over 12357.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03282, over 104.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2889, pruned_loss=0.06068, over 2472603.54 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06593, over 17091.25 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06372, over 2468671.94 frames. utt_duration=1214 frames, utt_pad_proportion=0.07082, over 8143.62 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2895, pruned_loss=0.06076, over 2472942.87 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06574, over 17963.79 utterances.], batch size: 104, lr: 2.59e-04
2022-08-30 12:56:23,563 INFO [train.py:927] (3/8) Epoch 15, batch 22450, giga_loss[loss=0.1899, simple_loss=0.2763, pruned_loss=0.05172, over 12384.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.286, pruned_loss=0.05921, over 2472780.32 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06328, over 17076.88 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2888, pruned_loss=0.06374, over 2468565.74 frames. utt_duration=1215 frames, utt_pad_proportion=0.07002, over 8134.52 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2865, pruned_loss=0.05921, over 2473197.57 frames. utt_duration=554.5 frames, utt_pad_proportion=0.06351, over 17888.22 utterances.], batch size: 91, lr: 2.59e-04
2022-08-30 12:58:05,542 INFO [train.py:927] (3/8) Epoch 15, batch 22500, libri_loss[loss=0.2894, simple_loss=0.3532, pruned_loss=0.1128, over 12440.00 frames. utt_duration=416 frames, utt_pad_proportion=0.352, over 120.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2858, pruned_loss=0.05873, over 2472583.72 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06038, over 16644.14 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.289, pruned_loss=0.06396, over 2468678.38 frames. utt_duration=1208 frames, utt_pad_proportion=0.07292, over 8184.02 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2859, pruned_loss=0.05836, over 2472893.84 frames. utt_duration=567.4 frames, utt_pad_proportion=0.05912, over 17479.07 utterances.], batch size: 120, lr: 2.59e-04
2022-08-30 12:59:47,553 INFO [train.py:927] (3/8) Epoch 15, batch 22550, giga_loss[loss=0.1939, simple_loss=0.287, pruned_loss=0.05041, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02916, over 45.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2867, pruned_loss=0.05829, over 2472363.76 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05613, over 16693.62 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2886, pruned_loss=0.06379, over 2468368.95 frames. utt_duration=1213 frames, utt_pad_proportion=0.07232, over 8147.44 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2872, pruned_loss=0.05808, over 2472927.29 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05549, over 17497.23 utterances.], batch size: 45, lr: 2.59e-04
2022-08-30 13:01:29,809 INFO [train.py:927] (3/8) Epoch 15, batch 22600, giga_loss[loss=0.1872, simple_loss=0.281, pruned_loss=0.0467, over 12383.00 frames. utt_duration=343.1 frames, utt_pad_proportion=0.03898, over 145.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2879, pruned_loss=0.05829, over 2472669.82 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05845, over 17416.65 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2896, pruned_loss=0.06449, over 2468235.33 frames. utt_duration=1212 frames, utt_pad_proportion=0.07431, over 8158.62 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2872, pruned_loss=0.05724, over 2473427.24 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05669, over 18412.35 utterances.], batch size: 145, lr: 2.59e-04
2022-08-30 13:03:08,846 INFO [train.py:927] (3/8) Epoch 15, batch 22650, giga_loss[loss=0.2083, simple_loss=0.2758, pruned_loss=0.07035, over 12180.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03421, over 39.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.287, pruned_loss=0.05774, over 2472784.54 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05639, over 17593.81 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.289, pruned_loss=0.06413, over 2468140.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.07276, over 8105.56 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2869, pruned_loss=0.05705, over 2473620.07 frames. utt_duration=531 frames, utt_pad_proportion=0.05556, over 18685.47 utterances.], batch size: 39, lr: 2.59e-04
2022-08-30 13:04:47,558 INFO [train.py:927] (3/8) Epoch 15, batch 22700, giga_loss[loss=0.2281, simple_loss=0.3182, pruned_loss=0.06902, over 12402.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03303, over 80.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2887, pruned_loss=0.05864, over 2473718.55 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05431, over 17764.04 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2892, pruned_loss=0.06429, over 2468380.72 frames. utt_duration=1218 frames, utt_pad_proportion=0.07177, over 8118.72 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2884, pruned_loss=0.05776, over 2474340.07 frames. utt_duration=524.3 frames, utt_pad_proportion=0.05389, over 18931.75 utterances.], batch size: 80, lr: 2.58e-04
2022-08-30 13:06:31,188 INFO [train.py:927] (3/8) Epoch 15, batch 22750, giga_loss[loss=0.2101, simple_loss=0.2972, pruned_loss=0.06157, over 12337.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02295, over 45.00 utterances.], tot_loss[loss=0.205, simple_loss=0.291, pruned_loss=0.05953, over 2473889.81 frames. utt_duration=555 frames, utt_pad_proportion=0.05401, over 17878.61 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2896, pruned_loss=0.06453, over 2468545.54 frames. utt_duration=1214 frames, utt_pad_proportion=0.07191, over 8141.41 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2905, pruned_loss=0.05856, over 2474269.06 frames. utt_duration=526 frames, utt_pad_proportion=0.05355, over 18869.86 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 13:08:12,366 INFO [train.py:927] (3/8) Epoch 15, batch 22800, giga_loss[loss=0.2198, simple_loss=0.3113, pruned_loss=0.06415, over 12445.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03517, over 98.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2919, pruned_loss=0.05973, over 2473881.59 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05843, over 17827.58 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2898, pruned_loss=0.06477, over 2468574.75 frames. utt_duration=1207 frames, utt_pad_proportion=0.07429, over 8189.99 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2913, pruned_loss=0.05864, over 2474287.22 frames. utt_duration=528.3 frames, utt_pad_proportion=0.05676, over 18789.13 utterances.], batch size: 98, lr: 2.58e-04
2022-08-30 13:09:53,792 INFO [train.py:927] (3/8) Epoch 15, batch 22850, giga_loss[loss=0.1965, simple_loss=0.2712, pruned_loss=0.06097, over 12192.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02925, over 36.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2919, pruned_loss=0.05947, over 2474117.29 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05718, over 17515.12 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2901, pruned_loss=0.06492, over 2468609.72 frames. utt_duration=1196 frames, utt_pad_proportion=0.07806, over 8268.70 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2912, pruned_loss=0.05845, over 2474452.26 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0544, over 18284.82 utterances.], batch size: 36, lr: 2.58e-04
2022-08-30 13:11:36,265 INFO [train.py:927] (3/8) Epoch 15, batch 22900, giga_loss[loss=0.2069, simple_loss=0.2832, pruned_loss=0.06532, over 12134.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.0415, over 28.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2908, pruned_loss=0.05937, over 2473304.17 frames. utt_duration=573.6 frames, utt_pad_proportion=0.05678, over 17293.43 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2903, pruned_loss=0.06503, over 2468716.16 frames. utt_duration=1189 frames, utt_pad_proportion=0.08028, over 8313.74 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2901, pruned_loss=0.05834, over 2473577.19 frames. utt_duration=549 frames, utt_pad_proportion=0.05329, over 18072.04 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 13:13:17,013 INFO [train.py:927] (3/8) Epoch 15, batch 22950, giga_loss[loss=0.2031, simple_loss=0.2806, pruned_loss=0.06279, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03263, over 42.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2898, pruned_loss=0.05922, over 2473779.15 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05598, over 17128.80 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2911, pruned_loss=0.06591, over 2468817.07 frames. utt_duration=1191 frames, utt_pad_proportion=0.07873, over 8298.73 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2885, pruned_loss=0.05749, over 2474037.60 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05353, over 17991.38 utterances.], batch size: 42, lr: 2.58e-04
2022-08-30 13:14:59,011 INFO [train.py:927] (3/8) Epoch 15, batch 23000, giga_loss[loss=0.2738, simple_loss=0.3435, pruned_loss=0.102, over 12388.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02977, over 58.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2907, pruned_loss=0.05879, over 2473594.44 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05792, over 17460.81 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2911, pruned_loss=0.06589, over 2469140.17 frames. utt_duration=1195 frames, utt_pad_proportion=0.07783, over 8278.34 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2897, pruned_loss=0.05735, over 2473576.67 frames. utt_duration=542.8 frames, utt_pad_proportion=0.0562, over 18280.44 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 13:16:40,176 INFO [train.py:927] (3/8) Epoch 15, batch 23050, giga_loss[loss=0.1731, simple_loss=0.2661, pruned_loss=0.04004, over 12346.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03362, over 62.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2891, pruned_loss=0.05835, over 2473563.15 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05672, over 17179.01 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2911, pruned_loss=0.06598, over 2469450.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.07695, over 8264.25 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2883, pruned_loss=0.05703, over 2473336.42 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05564, over 17960.08 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 13:18:21,375 INFO [train.py:927] (3/8) Epoch 15, batch 23100, giga_loss[loss=0.1772, simple_loss=0.2686, pruned_loss=0.04288, over 12437.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2881, pruned_loss=0.0589, over 2473800.37 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05659, over 17166.53 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2914, pruned_loss=0.06629, over 2469783.44 frames. utt_duration=1187 frames, utt_pad_proportion=0.07983, over 8330.23 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2871, pruned_loss=0.05724, over 2473475.37 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05386, over 18097.23 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 13:20:03,218 INFO [train.py:927] (3/8) Epoch 15, batch 23150, giga_loss[loss=0.1802, simple_loss=0.2569, pruned_loss=0.0517, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02811, over 42.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2853, pruned_loss=0.05783, over 2473942.72 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05523, over 17172.38 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2913, pruned_loss=0.06603, over 2469616.67 frames. utt_duration=1191 frames, utt_pad_proportion=0.07899, over 8306.44 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2844, pruned_loss=0.05663, over 2473862.98 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05334, over 18036.85 utterances.], batch size: 42, lr: 2.58e-04
2022-08-30 13:21:44,093 INFO [train.py:927] (3/8) Epoch 15, batch 23200, giga_loss[loss=0.1791, simple_loss=0.2575, pruned_loss=0.05038, over 12256.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2825, pruned_loss=0.05681, over 2473481.94 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05542, over 17431.20 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2919, pruned_loss=0.06604, over 2469491.68 frames. utt_duration=1190 frames, utt_pad_proportion=0.07791, over 8308.81 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2812, pruned_loss=0.05565, over 2473625.62 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05416, over 18319.47 utterances.], batch size: 54, lr: 2.58e-04
2022-08-30 13:23:24,180 INFO [train.py:927] (3/8) Epoch 15, batch 23250, giga_loss[loss=0.2221, simple_loss=0.2922, pruned_loss=0.07603, over 12170.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03585, over 39.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2802, pruned_loss=0.05627, over 2473430.91 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05815, over 16976.70 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2909, pruned_loss=0.06578, over 2469773.59 frames. utt_duration=1203 frames, utt_pad_proportion=0.07557, over 8222.59 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2796, pruned_loss=0.05518, over 2473436.16 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05753, over 18126.96 utterances.], batch size: 39, lr: 2.58e-04
2022-08-30 13:25:12,041 INFO [train.py:927] (3/8) Epoch 15, batch 23300, giga_loss[loss=0.1983, simple_loss=0.2908, pruned_loss=0.0529, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2839, pruned_loss=0.0573, over 2473108.28 frames. utt_duration=575.1 frames, utt_pad_proportion=0.0567, over 17247.36 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2909, pruned_loss=0.06575, over 2469714.32 frames. utt_duration=1195 frames, utt_pad_proportion=0.07882, over 8280.00 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2833, pruned_loss=0.0563, over 2473229.81 frames. utt_duration=542.9 frames, utt_pad_proportion=0.0548, over 18272.60 utterances.], batch size: 105, lr: 2.58e-04
2022-08-30 13:26:52,716 INFO [train.py:927] (3/8) Epoch 15, batch 23350, giga_loss[loss=0.2403, simple_loss=0.3356, pruned_loss=0.07252, over 12364.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02857, over 70.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2862, pruned_loss=0.05791, over 2472518.17 frames. utt_duration=564.4 frames, utt_pad_proportion=0.062, over 17568.80 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2909, pruned_loss=0.0657, over 2469355.63 frames. utt_duration=1194 frames, utt_pad_proportion=0.07829, over 8279.48 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2856, pruned_loss=0.05701, over 2472997.02 frames. utt_duration=535.1 frames, utt_pad_proportion=0.0603, over 18537.59 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 13:28:37,992 INFO [train.py:927] (3/8) Epoch 15, batch 23400, giga_loss[loss=0.2184, simple_loss=0.3026, pruned_loss=0.06712, over 12412.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.0251, over 70.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2885, pruned_loss=0.05906, over 2472087.55 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06094, over 17252.75 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2907, pruned_loss=0.06549, over 2469088.63 frames. utt_duration=1197 frames, utt_pad_proportion=0.07773, over 8260.72 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2881, pruned_loss=0.05849, over 2472751.66 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0598, over 18117.90 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 13:30:21,357 INFO [train.py:927] (3/8) Epoch 15, batch 23450, giga_loss[loss=0.2245, simple_loss=0.3036, pruned_loss=0.07269, over 12385.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2947, pruned_loss=0.06336, over 2473057.44 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06603, over 17819.32 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2912, pruned_loss=0.06564, over 2469072.68 frames. utt_duration=1186 frames, utt_pad_proportion=0.0812, over 8338.52 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2941, pruned_loss=0.06269, over 2473676.35 frames. utt_duration=532 frames, utt_pad_proportion=0.06342, over 18649.96 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 13:32:03,774 INFO [train.py:927] (3/8) Epoch 15, batch 23500, giga_loss[loss=0.2495, simple_loss=0.3253, pruned_loss=0.08682, over 12414.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.0434, over 31.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3009, pruned_loss=0.06777, over 2474088.33 frames. utt_duration=547.7 frames, utt_pad_proportion=0.0693, over 18116.92 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2915, pruned_loss=0.06575, over 2469405.29 frames. utt_duration=1186 frames, utt_pad_proportion=0.07969, over 8335.55 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3003, pruned_loss=0.06716, over 2474405.40 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06766, over 19118.41 utterances.], batch size: 31, lr: 2.58e-04
2022-08-30 13:33:47,827 INFO [train.py:927] (3/8) Epoch 15, batch 23550, giga_loss[loss=0.2853, simple_loss=0.358, pruned_loss=0.1063, over 12397.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07741, over 213.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3074, pruned_loss=0.07272, over 2473678.90 frames. utt_duration=511.4 frames, utt_pad_proportion=0.07184, over 19404.14 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2912, pruned_loss=0.06552, over 2469078.67 frames. utt_duration=1193 frames, utt_pad_proportion=0.07841, over 8288.61 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.0725, over 2474304.66 frames. utt_duration=485.3 frames, utt_pad_proportion=0.0709, over 20456.90 utterances.], batch size: 213, lr: 2.58e-04
2022-08-30 13:35:33,595 INFO [train.py:927] (3/8) Epoch 15, batch 23600, giga_loss[loss=0.2346, simple_loss=0.3114, pruned_loss=0.07892, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04014, over 133.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3121, pruned_loss=0.0775, over 2474094.18 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08462, over 21453.59 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2909, pruned_loss=0.06526, over 2469078.22 frames. utt_duration=1197 frames, utt_pad_proportion=0.07726, over 8260.07 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3126, pruned_loss=0.07766, over 2474665.84 frames. utt_duration=441.5 frames, utt_pad_proportion=0.08365, over 22494.41 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 13:37:18,638 INFO [train.py:927] (3/8) Epoch 15, batch 23650, libri_loss[loss=0.2116, simple_loss=0.2974, pruned_loss=0.0629, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.0197, over 43.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.08107, over 2473865.20 frames. utt_duration=448.8 frames, utt_pad_proportion=0.09021, over 22122.15 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2917, pruned_loss=0.06558, over 2468913.55 frames. utt_duration=1176 frames, utt_pad_proportion=0.08314, over 8406.38 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3173, pruned_loss=0.08154, over 2474690.68 frames. utt_duration=424 frames, utt_pad_proportion=0.08757, over 23425.50 utterances.], batch size: 43, lr: 2.58e-04
2022-08-30 13:39:08,400 INFO [train.py:927] (3/8) Epoch 15, batch 23700, giga_loss[loss=0.2098, simple_loss=0.2989, pruned_loss=0.06031, over 12348.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3175, pruned_loss=0.08146, over 2473647.96 frames. utt_duration=469 frames, utt_pad_proportion=0.08304, over 21163.94 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2921, pruned_loss=0.06578, over 2469096.17 frames. utt_duration=1172 frames, utt_pad_proportion=0.08404, over 8438.41 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3189, pruned_loss=0.08232, over 2474360.26 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08092, over 22737.77 utterances.], batch size: 85, lr: 2.58e-04
2022-08-30 13:40:52,341 INFO [train.py:927] (3/8) Epoch 15, batch 23750, giga_loss[loss=0.2766, simple_loss=0.343, pruned_loss=0.1051, over 12404.00 frames. utt_duration=233.3 frames, utt_pad_proportion=0.08137, over 214.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.319, pruned_loss=0.08333, over 2473934.63 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08545, over 21990.40 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2921, pruned_loss=0.06566, over 2468923.48 frames. utt_duration=1169 frames, utt_pad_proportion=0.08572, over 8461.53 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3211, pruned_loss=0.08483, over 2474878.48 frames. utt_duration=417.7 frames, utt_pad_proportion=0.083, over 23785.44 utterances.], batch size: 214, lr: 2.58e-04
2022-08-30 13:42:36,171 INFO [train.py:927] (3/8) Epoch 15, batch 23800, giga_loss[loss=0.2482, simple_loss=0.3338, pruned_loss=0.08127, over 12352.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03218, over 62.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3214, pruned_loss=0.08393, over 2474152.30 frames. utt_duration=448 frames, utt_pad_proportion=0.08231, over 22164.74 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2922, pruned_loss=0.06554, over 2468805.09 frames. utt_duration=1169 frames, utt_pad_proportion=0.08513, over 8455.09 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3234, pruned_loss=0.08553, over 2475095.54 frames. utt_duration=416.8 frames, utt_pad_proportion=0.08077, over 23834.34 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 13:44:22,807 INFO [train.py:927] (3/8) Epoch 15, batch 23850, giga_loss[loss=0.2164, simple_loss=0.3169, pruned_loss=0.05792, over 12347.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3211, pruned_loss=0.08383, over 2474180.55 frames. utt_duration=445 frames, utt_pad_proportion=0.08178, over 22315.04 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2917, pruned_loss=0.06522, over 2468919.84 frames. utt_duration=1174 frames, utt_pad_proportion=0.08402, over 8419.30 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3239, pruned_loss=0.08575, over 2474914.54 frames. utt_duration=415.2 frames, utt_pad_proportion=0.08094, over 23929.57 utterances.], batch size: 70, lr: 2.58e-04
2022-08-30 13:46:14,546 INFO [train.py:927] (3/8) Epoch 15, batch 23900, giga_loss[loss=0.2685, simple_loss=0.3313, pruned_loss=0.1028, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3203, pruned_loss=0.08235, over 2474570.96 frames. utt_duration=438.1 frames, utt_pad_proportion=0.0834, over 22666.71 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2915, pruned_loss=0.06513, over 2468793.37 frames. utt_duration=1179 frames, utt_pad_proportion=0.08248, over 8384.22 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3233, pruned_loss=0.08437, over 2475389.70 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08312, over 24304.74 utterances.], batch size: 258, lr: 2.58e-04
2022-08-30 13:47:59,934 INFO [train.py:927] (3/8) Epoch 15, batch 23950, giga_loss[loss=0.204, simple_loss=0.2909, pruned_loss=0.05849, over 12375.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3167, pruned_loss=0.07964, over 2474184.20 frames. utt_duration=436 frames, utt_pad_proportion=0.08412, over 22775.30 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2912, pruned_loss=0.06511, over 2468641.50 frames. utt_duration=1174 frames, utt_pad_proportion=0.08494, over 8422.47 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3201, pruned_loss=0.08169, over 2475147.50 frames. utt_duration=406.6 frames, utt_pad_proportion=0.08321, over 24435.24 utterances.], batch size: 97, lr: 2.58e-04
2022-08-30 13:49:45,954 INFO [train.py:927] (3/8) Epoch 15, batch 24000, giga_loss[loss=0.1996, simple_loss=0.2934, pruned_loss=0.05287, over 12449.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.03962, over 26.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3153, pruned_loss=0.07834, over 2474555.41 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07942, over 21594.50 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2914, pruned_loss=0.06524, over 2468682.85 frames. utt_duration=1174 frames, utt_pad_proportion=0.08402, over 8419.17 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3181, pruned_loss=0.08002, over 2475354.88 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07925, over 23093.06 utterances.], batch size: 26, lr: 2.58e-04
2022-08-30 13:49:45,955 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 13:50:00,880 INFO [train.py:967] (3/8) Epoch 15, validation: loss=0.1732, simple_loss=0.2852, pruned_loss=0.03057, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 13:51:57,009 INFO [train.py:927] (3/8) Epoch 15, batch 24050, giga_loss[loss=0.2289, simple_loss=0.3224, pruned_loss=0.06774, over 12337.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02449, over 45.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3143, pruned_loss=0.07684, over 2474877.97 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07748, over 21337.85 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2914, pruned_loss=0.06516, over 2468726.91 frames. utt_duration=1177 frames, utt_pad_proportion=0.08281, over 8398.89 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3169, pruned_loss=0.07848, over 2475586.26 frames. utt_duration=436 frames, utt_pad_proportion=0.07785, over 22787.70 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 13:53:40,453 INFO [train.py:927] (3/8) Epoch 15, batch 24100, libri_loss[loss=0.196, simple_loss=0.2791, pruned_loss=0.05648, over 12474.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.00769, over 36.00 utterances.], tot_loss[loss=0.232, simple_loss=0.314, pruned_loss=0.07496, over 2474720.97 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07987, over 20951.92 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2912, pruned_loss=0.06492, over 2469038.99 frames. utt_duration=1181 frames, utt_pad_proportion=0.08118, over 8376.12 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3169, pruned_loss=0.07678, over 2475158.76 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08056, over 22485.85 utterances.], batch size: 36, lr: 2.58e-04
2022-08-30 13:55:24,315 INFO [train.py:927] (3/8) Epoch 15, batch 24150, giga_loss[loss=0.2245, simple_loss=0.3014, pruned_loss=0.07385, over 12400.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03968, over 133.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3138, pruned_loss=0.07518, over 2474560.68 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07351, over 20629.61 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.291, pruned_loss=0.06483, over 2468948.40 frames. utt_duration=1184 frames, utt_pad_proportion=0.08062, over 8354.41 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3165, pruned_loss=0.07678, over 2475038.30 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07462, over 21966.11 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 13:57:11,364 INFO [train.py:927] (3/8) Epoch 15, batch 24200, giga_loss[loss=0.2337, simple_loss=0.3105, pruned_loss=0.07845, over 12379.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05249, over 161.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07519, over 2474637.43 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07781, over 21592.09 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2908, pruned_loss=0.06463, over 2468792.71 frames. utt_duration=1189 frames, utt_pad_proportion=0.07949, over 8316.60 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3147, pruned_loss=0.07683, over 2475267.01 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07874, over 22915.47 utterances.], batch size: 161, lr: 2.58e-04
2022-08-30 13:58:57,381 INFO [train.py:927] (3/8) Epoch 15, batch 24250, giga_loss[loss=0.1982, simple_loss=0.2827, pruned_loss=0.05691, over 12326.00 frames. utt_duration=1592 frames, utt_pad_proportion=0.049, over 31.00 utterances.], tot_loss[loss=0.23, simple_loss=0.311, pruned_loss=0.07456, over 2474113.95 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07875, over 21589.18 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2907, pruned_loss=0.06463, over 2468659.74 frames. utt_duration=1191 frames, utt_pad_proportion=0.07845, over 8298.15 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3138, pruned_loss=0.07619, over 2474901.51 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07978, over 23027.55 utterances.], batch size: 31, lr: 2.58e-04
2022-08-30 14:00:40,867 INFO [train.py:927] (3/8) Epoch 15, batch 24300, giga_loss[loss=0.2496, simple_loss=0.3198, pruned_loss=0.08974, over 12370.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2077, over 371.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3099, pruned_loss=0.07295, over 2473765.21 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07675, over 20782.19 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2903, pruned_loss=0.06436, over 2468587.52 frames. utt_duration=1197 frames, utt_pad_proportion=0.07706, over 8262.02 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.313, pruned_loss=0.0747, over 2474592.20 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07815, over 22251.54 utterances.], batch size: 371, lr: 2.58e-04
2022-08-30 14:02:28,595 INFO [train.py:927] (3/8) Epoch 15, batch 24350, giga_loss[loss=0.1956, simple_loss=0.2847, pruned_loss=0.0533, over 12139.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.0343, over 28.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3087, pruned_loss=0.07285, over 2474148.63 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07629, over 20737.54 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2903, pruned_loss=0.06427, over 2468838.83 frames. utt_duration=1199 frames, utt_pad_proportion=0.07617, over 8247.12 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3115, pruned_loss=0.07443, over 2474640.95 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07773, over 22086.04 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 14:04:12,554 INFO [train.py:927] (3/8) Epoch 15, batch 24400, libri_loss[loss=0.1892, simple_loss=0.285, pruned_loss=0.04667, over 12476.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01277, over 40.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3076, pruned_loss=0.07276, over 2474670.08 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07794, over 20850.31 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2901, pruned_loss=0.06409, over 2469126.28 frames. utt_duration=1199 frames, utt_pad_proportion=0.07545, over 8250.09 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3104, pruned_loss=0.07438, over 2474916.25 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07921, over 22198.22 utterances.], batch size: 40, lr: 2.58e-04
2022-08-30 14:05:55,665 INFO [train.py:927] (3/8) Epoch 15, batch 24450, giga_loss[loss=0.2011, simple_loss=0.2865, pruned_loss=0.05787, over 12389.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0412, over 133.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3061, pruned_loss=0.07232, over 2475080.87 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07566, over 20593.54 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2905, pruned_loss=0.0643, over 2469280.28 frames. utt_duration=1182 frames, utt_pad_proportion=0.07953, over 8365.37 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3085, pruned_loss=0.07372, over 2475308.63 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07554, over 21965.29 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 14:07:40,117 INFO [train.py:927] (3/8) Epoch 15, batch 24500, giga_loss[loss=0.2084, simple_loss=0.2971, pruned_loss=0.05984, over 12443.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03183, over 75.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.305, pruned_loss=0.07197, over 2474196.65 frames. utt_duration=484.8 frames, utt_pad_proportion=0.07569, over 20473.44 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2903, pruned_loss=0.06421, over 2469135.92 frames. utt_duration=1177 frames, utt_pad_proportion=0.08168, over 8400.18 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3075, pruned_loss=0.07337, over 2474639.11 frames. utt_duration=454 frames, utt_pad_proportion=0.07481, over 21870.03 utterances.], batch size: 75, lr: 2.58e-04
2022-08-30 14:09:20,868 INFO [train.py:927] (3/8) Epoch 15, batch 24550, libri_loss[loss=0.2302, simple_loss=0.3216, pruned_loss=0.06944, over 12451.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005247, over 35.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3058, pruned_loss=0.07188, over 2474740.27 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07073, over 20104.50 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2908, pruned_loss=0.06459, over 2469324.84 frames. utt_duration=1168 frames, utt_pad_proportion=0.08468, over 8469.99 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3075, pruned_loss=0.0728, over 2475010.94 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06929, over 21366.07 utterances.], batch size: 35, lr: 2.58e-04
2022-08-30 14:11:06,134 INFO [train.py:927] (3/8) Epoch 15, batch 24600, giga_loss[loss=0.233, simple_loss=0.3167, pruned_loss=0.07461, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3059, pruned_loss=0.07198, over 2475202.87 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06946, over 20177.13 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2905, pruned_loss=0.06438, over 2469432.04 frames. utt_duration=1172 frames, utt_pad_proportion=0.08321, over 8441.56 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3079, pruned_loss=0.07308, over 2475438.38 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06883, over 21473.52 utterances.], batch size: 86, lr: 2.58e-04
2022-08-30 14:12:50,606 INFO [train.py:927] (3/8) Epoch 15, batch 24650, giga_loss[loss=0.2123, simple_loss=0.2958, pruned_loss=0.06441, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07249, over 2474656.84 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06824, over 19621.51 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2895, pruned_loss=0.06393, over 2468897.69 frames. utt_duration=1184 frames, utt_pad_proportion=0.08109, over 8352.32 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3087, pruned_loss=0.07406, over 2475540.74 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06842, over 21164.10 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 14:14:33,643 INFO [train.py:927] (3/8) Epoch 15, batch 24700, giga_loss[loss=0.2355, simple_loss=0.3075, pruned_loss=0.08173, over 12342.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3062, pruned_loss=0.07413, over 2474386.31 frames. utt_duration=492 frames, utt_pad_proportion=0.07287, over 20178.89 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2894, pruned_loss=0.06393, over 2468703.22 frames. utt_duration=1190 frames, utt_pad_proportion=0.07925, over 8311.17 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07568, over 2475435.42 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07331, over 21786.50 utterances.], batch size: 85, lr: 2.58e-04
2022-08-30 14:16:19,643 INFO [train.py:927] (3/8) Epoch 15, batch 24750, giga_loss[loss=0.2138, simple_loss=0.2899, pruned_loss=0.06883, over 12371.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3057, pruned_loss=0.07404, over 2474470.11 frames. utt_duration=474.3 frames, utt_pad_proportion=0.0788, over 20933.51 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2891, pruned_loss=0.06384, over 2468554.51 frames. utt_duration=1195 frames, utt_pad_proportion=0.07785, over 8274.79 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3088, pruned_loss=0.07558, over 2475534.94 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07916, over 22513.03 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 14:18:02,423 INFO [train.py:927] (3/8) Epoch 15, batch 24800, giga_loss[loss=0.2816, simple_loss=0.3463, pruned_loss=0.1085, over 12363.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1945, over 365.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3071, pruned_loss=0.07426, over 2474709.49 frames. utt_duration=462.4 frames, utt_pad_proportion=0.08215, over 21477.58 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2892, pruned_loss=0.06401, over 2468676.78 frames. utt_duration=1188 frames, utt_pad_proportion=0.08073, over 8323.56 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3098, pruned_loss=0.0755, over 2475560.27 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08117, over 22909.29 utterances.], batch size: 365, lr: 2.58e-04
2022-08-30 14:19:47,482 INFO [train.py:927] (3/8) Epoch 15, batch 24850, giga_loss[loss=0.2121, simple_loss=0.2943, pruned_loss=0.06497, over 12376.00 frames. utt_duration=407 frames, utt_pad_proportion=0.0356, over 122.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3057, pruned_loss=0.07366, over 2474240.94 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07997, over 20611.26 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2894, pruned_loss=0.06421, over 2468665.90 frames. utt_duration=1180 frames, utt_pad_proportion=0.08381, over 8381.56 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3079, pruned_loss=0.07464, over 2475017.46 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0783, over 21916.29 utterances.], batch size: 122, lr: 2.58e-04
2022-08-30 14:21:30,193 INFO [train.py:927] (3/8) Epoch 15, batch 24900, giga_loss[loss=0.2435, simple_loss=0.3242, pruned_loss=0.08137, over 12323.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.04416, over 34.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3068, pruned_loss=0.07476, over 2475091.66 frames. utt_duration=481.2 frames, utt_pad_proportion=0.08145, over 20637.81 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2893, pruned_loss=0.06415, over 2468950.64 frames. utt_duration=1181 frames, utt_pad_proportion=0.08315, over 8369.90 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3089, pruned_loss=0.07573, over 2475528.98 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08025, over 21842.15 utterances.], batch size: 34, lr: 2.58e-04
2022-08-30 14:23:16,129 INFO [train.py:927] (3/8) Epoch 15, batch 24950, giga_loss[loss=0.2473, simple_loss=0.3254, pruned_loss=0.0846, over 12179.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03482, over 39.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3102, pruned_loss=0.07428, over 2474523.17 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07708, over 20363.63 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2891, pruned_loss=0.06392, over 2469135.21 frames. utt_duration=1187 frames, utt_pad_proportion=0.08198, over 8331.76 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3125, pruned_loss=0.07547, over 2474811.56 frames. utt_duration=460 frames, utt_pad_proportion=0.07673, over 21588.89 utterances.], batch size: 39, lr: 2.58e-04
2022-08-30 14:25:00,751 INFO [train.py:927] (3/8) Epoch 15, batch 25000, giga_loss[loss=0.222, simple_loss=0.3118, pruned_loss=0.06605, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.312, pruned_loss=0.07483, over 2474690.64 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07515, over 20061.03 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2891, pruned_loss=0.06393, over 2469199.45 frames. utt_duration=1188 frames, utt_pad_proportion=0.08108, over 8324.77 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3141, pruned_loss=0.07591, over 2474941.66 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07525, over 21198.85 utterances.], batch size: 91, lr: 2.58e-04
2022-08-30 14:26:45,161 INFO [train.py:927] (3/8) Epoch 15, batch 25050, giga_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.0732, over 12349.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03243, over 97.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3118, pruned_loss=0.07529, over 2474175.87 frames. utt_duration=495.6 frames, utt_pad_proportion=0.07727, over 20028.34 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2892, pruned_loss=0.06389, over 2469257.41 frames. utt_duration=1189 frames, utt_pad_proportion=0.07982, over 8320.94 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3141, pruned_loss=0.07655, over 2474504.07 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07764, over 21327.14 utterances.], batch size: 97, lr: 2.58e-04
2022-08-30 14:28:31,206 INFO [train.py:927] (3/8) Epoch 15, batch 25100, giga_loss[loss=0.1896, simple_loss=0.2741, pruned_loss=0.05256, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03247, over 62.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3104, pruned_loss=0.07505, over 2474691.54 frames. utt_duration=500.2 frames, utt_pad_proportion=0.07386, over 19848.49 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06351, over 2469248.66 frames. utt_duration=1198 frames, utt_pad_proportion=0.0781, over 8255.60 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3135, pruned_loss=0.0768, over 2475110.46 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07492, over 21327.46 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 14:30:18,521 INFO [train.py:927] (3/8) Epoch 15, batch 25150, giga_loss[loss=0.225, simple_loss=0.3064, pruned_loss=0.07186, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07463, over 2475080.91 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07312, over 19964.24 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06348, over 2469421.33 frames. utt_duration=1193 frames, utt_pad_proportion=0.08042, over 8291.57 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3119, pruned_loss=0.07627, over 2475366.26 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07328, over 21328.45 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 14:32:04,761 INFO [train.py:927] (3/8) Epoch 15, batch 25200, libri_loss[loss=0.1855, simple_loss=0.2743, pruned_loss=0.04832, over 12295.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03745, over 27.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07538, over 2475745.42 frames. utt_duration=493.2 frames, utt_pad_proportion=0.0711, over 20137.30 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.0634, over 2469369.22 frames. utt_duration=1195 frames, utt_pad_proportion=0.08028, over 8277.11 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3117, pruned_loss=0.07679, over 2476052.78 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07137, over 21278.47 utterances.], batch size: 27, lr: 2.58e-04
2022-08-30 14:33:50,871 INFO [train.py:927] (3/8) Epoch 15, batch 25250, giga_loss[loss=0.1977, simple_loss=0.2849, pruned_loss=0.05527, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03712, over 31.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3079, pruned_loss=0.0747, over 2475656.92 frames. utt_duration=504.9 frames, utt_pad_proportion=0.06923, over 19672.04 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2886, pruned_loss=0.06338, over 2469431.43 frames. utt_duration=1196 frames, utt_pad_proportion=0.07968, over 8268.10 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.31, pruned_loss=0.07599, over 2475921.43 frames. utt_duration=479.2 frames, utt_pad_proportion=0.0697, over 20732.17 utterances.], batch size: 31, lr: 2.58e-04
2022-08-30 14:35:37,677 INFO [train.py:927] (3/8) Epoch 15, batch 25300, giga_loss[loss=0.1801, simple_loss=0.273, pruned_loss=0.04355, over 12334.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.0346, over 62.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07552, over 2475832.79 frames. utt_duration=491.9 frames, utt_pad_proportion=0.07181, over 20193.65 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06342, over 2469420.91 frames. utt_duration=1198 frames, utt_pad_proportion=0.07875, over 8254.11 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3113, pruned_loss=0.07665, over 2476142.24 frames. utt_duration=468.6 frames, utt_pad_proportion=0.07233, over 21201.17 utterances.], batch size: 62, lr: 2.58e-04
2022-08-30 14:37:26,774 INFO [train.py:927] (3/8) Epoch 15, batch 25350, giga_loss[loss=0.2353, simple_loss=0.3198, pruned_loss=0.07545, over 12440.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.0369, over 133.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3106, pruned_loss=0.07525, over 2476268.08 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07083, over 19843.14 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06349, over 2469632.50 frames. utt_duration=1188 frames, utt_pad_proportion=0.08235, over 8327.10 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3123, pruned_loss=0.07633, over 2476432.12 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07004, over 20798.83 utterances.], batch size: 133, lr: 2.58e-04
2022-08-30 14:39:13,457 INFO [train.py:927] (3/8) Epoch 15, batch 25400, giga_loss[loss=0.1954, simple_loss=0.3025, pruned_loss=0.04409, over 12389.00 frames. utt_duration=856 frames, utt_pad_proportion=0.02948, over 58.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3119, pruned_loss=0.07436, over 2475555.77 frames. utt_duration=518.4 frames, utt_pad_proportion=0.06944, over 19155.51 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2886, pruned_loss=0.0633, over 2469583.64 frames. utt_duration=1194 frames, utt_pad_proportion=0.08098, over 8280.36 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.314, pruned_loss=0.07561, over 2475863.93 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06923, over 20195.17 utterances.], batch size: 58, lr: 2.58e-04
2022-08-30 14:40:58,543 INFO [train.py:927] (3/8) Epoch 15, batch 25450, giga_loss[loss=0.259, simple_loss=0.3343, pruned_loss=0.09184, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.315, pruned_loss=0.07726, over 2475503.51 frames. utt_duration=505.6 frames, utt_pad_proportion=0.0703, over 19643.43 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2885, pruned_loss=0.06324, over 2469419.72 frames. utt_duration=1196 frames, utt_pad_proportion=0.08069, over 8271.95 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3168, pruned_loss=0.07835, over 2475919.36 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07018, over 20513.29 utterances.], batch size: 45, lr: 2.58e-04
2022-08-30 14:42:43,528 INFO [train.py:927] (3/8) Epoch 15, batch 25500, giga_loss[loss=0.2432, simple_loss=0.3202, pruned_loss=0.08313, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05419, over 162.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3158, pruned_loss=0.0781, over 2475458.51 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06889, over 20238.70 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2889, pruned_loss=0.0635, over 2468984.85 frames. utt_duration=1188 frames, utt_pad_proportion=0.08292, over 8321.57 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3176, pruned_loss=0.07914, over 2476351.00 frames. utt_duration=468.4 frames, utt_pad_proportion=0.06797, over 21214.46 utterances.], batch size: 162, lr: 2.58e-04
2022-08-30 14:44:28,050 INFO [train.py:927] (3/8) Epoch 15, batch 25550, libri_loss[loss=0.1803, simple_loss=0.256, pruned_loss=0.05229, over 12181.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008923, over 30.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3151, pruned_loss=0.07661, over 2475257.85 frames. utt_duration=492.4 frames, utt_pad_proportion=0.06949, over 20167.53 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06347, over 2468985.58 frames. utt_duration=1189 frames, utt_pad_proportion=0.08213, over 8317.38 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3172, pruned_loss=0.07779, over 2476130.44 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06893, over 21237.78 utterances.], batch size: 30, lr: 2.58e-04
2022-08-30 14:46:14,552 INFO [train.py:927] (3/8) Epoch 15, batch 25600, libri_loss[loss=0.1802, simple_loss=0.2536, pruned_loss=0.05335, over 12269.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01159, over 28.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3141, pruned_loss=0.0758, over 2474630.99 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07547, over 20381.98 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.288, pruned_loss=0.0631, over 2468558.01 frames. utt_duration=1201 frames, utt_pad_proportion=0.07993, over 8231.09 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3177, pruned_loss=0.07757, over 2475922.94 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07536, over 21755.93 utterances.], batch size: 28, lr: 2.58e-04
2022-08-30 14:47:59,697 INFO [train.py:927] (3/8) Epoch 15, batch 25650, giga_loss[loss=0.2806, simple_loss=0.3342, pruned_loss=0.1135, over 12360.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.21, over 372.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3138, pruned_loss=0.0765, over 2474464.77 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07912, over 21065.26 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2877, pruned_loss=0.06304, over 2468415.76 frames. utt_duration=1195 frames, utt_pad_proportion=0.08261, over 8274.30 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3174, pruned_loss=0.07825, over 2475772.94 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07796, over 22390.82 utterances.], batch size: 372, lr: 2.58e-04
2022-08-30 14:49:45,581 INFO [train.py:927] (3/8) Epoch 15, batch 25700, giga_loss[loss=0.2589, simple_loss=0.3275, pruned_loss=0.09516, over 12329.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03576, over 51.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3119, pruned_loss=0.07559, over 2474430.71 frames. utt_duration=473.2 frames, utt_pad_proportion=0.08082, over 20981.55 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2881, pruned_loss=0.06316, over 2468191.86 frames. utt_duration=1196 frames, utt_pad_proportion=0.08114, over 8262.19 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3153, pruned_loss=0.07729, over 2475866.84 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08024, over 22467.71 utterances.], batch size: 51, lr: 2.58e-04
2022-08-30 14:51:30,340 INFO [train.py:927] (3/8) Epoch 15, batch 25750, giga_loss[loss=0.2294, simple_loss=0.3105, pruned_loss=0.07413, over 12354.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04095, over 145.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3105, pruned_loss=0.07552, over 2474517.83 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07775, over 21220.99 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2877, pruned_loss=0.06293, over 2467949.01 frames. utt_duration=1202 frames, utt_pad_proportion=0.07999, over 8224.21 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.314, pruned_loss=0.07729, over 2475989.91 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07785, over 22663.95 utterances.], batch size: 145, lr: 2.57e-04
2022-08-30 14:53:11,778 INFO [train.py:927] (3/8) Epoch 15, batch 25800, giga_loss[loss=0.2296, simple_loss=0.3194, pruned_loss=0.06992, over 12375.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0283, over 70.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07468, over 2474412.53 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07591, over 20498.13 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2872, pruned_loss=0.06273, over 2467854.76 frames. utt_duration=1198 frames, utt_pad_proportion=0.08219, over 8251.52 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3126, pruned_loss=0.07668, over 2475875.80 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07532, over 22039.95 utterances.], batch size: 70, lr: 2.57e-04
2022-08-30 14:54:54,503 INFO [train.py:927] (3/8) Epoch 15, batch 25850, giga_loss[loss=0.1929, simple_loss=0.2801, pruned_loss=0.05287, over 12188.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03236, over 36.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3064, pruned_loss=0.07267, over 2474559.53 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07291, over 21053.08 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2874, pruned_loss=0.06278, over 2468039.93 frames. utt_duration=1200 frames, utt_pad_proportion=0.08093, over 8239.53 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3097, pruned_loss=0.07442, over 2475674.45 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07299, over 22522.82 utterances.], batch size: 36, lr: 2.57e-04
2022-08-30 14:56:42,607 INFO [train.py:927] (3/8) Epoch 15, batch 25900, giga_loss[loss=0.2514, simple_loss=0.3238, pruned_loss=0.08947, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3052, pruned_loss=0.07172, over 2474575.97 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07436, over 21213.35 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2876, pruned_loss=0.06254, over 2468152.93 frames. utt_duration=1207 frames, utt_pad_proportion=0.0789, over 8191.12 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3082, pruned_loss=0.07364, over 2475582.37 frames. utt_duration=435 frames, utt_pad_proportion=0.07488, over 22840.05 utterances.], batch size: 113, lr: 2.57e-04
2022-08-30 14:58:26,776 INFO [train.py:927] (3/8) Epoch 15, batch 25950, giga_loss[loss=0.202, simple_loss=0.2891, pruned_loss=0.05749, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03147, over 58.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3051, pruned_loss=0.07196, over 2475131.82 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07407, over 21286.46 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2875, pruned_loss=0.06249, over 2468421.69 frames. utt_duration=1209 frames, utt_pad_proportion=0.07832, over 8175.23 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3078, pruned_loss=0.0736, over 2475732.90 frames. utt_duration=437.6 frames, utt_pad_proportion=0.0747, over 22708.17 utterances.], batch size: 58, lr: 2.57e-04
2022-08-30 15:00:09,959 INFO [train.py:927] (3/8) Epoch 15, batch 26000, giga_loss[loss=0.2194, simple_loss=0.3078, pruned_loss=0.06552, over 12413.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03429, over 75.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3065, pruned_loss=0.07244, over 2475573.69 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07009, over 21241.02 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2875, pruned_loss=0.06249, over 2468439.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.07618, over 8142.63 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3092, pruned_loss=0.07407, over 2476258.93 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07149, over 22831.08 utterances.], batch size: 75, lr: 2.57e-04
2022-08-30 15:01:53,631 INFO [train.py:927] (3/8) Epoch 15, batch 26050, giga_loss[loss=0.2464, simple_loss=0.3257, pruned_loss=0.08358, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05257, over 161.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.07204, over 2475332.85 frames. utt_duration=486 frames, utt_pad_proportion=0.06494, over 20433.82 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06243, over 2468522.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.07528, over 8130.57 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3085, pruned_loss=0.07351, over 2475881.60 frames. utt_duration=454.2 frames, utt_pad_proportion=0.06667, over 21874.64 utterances.], batch size: 161, lr: 2.57e-04
2022-08-30 15:03:39,221 INFO [train.py:927] (3/8) Epoch 15, batch 26100, giga_loss[loss=0.2267, simple_loss=0.3103, pruned_loss=0.07152, over 12389.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03275, over 80.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3076, pruned_loss=0.07335, over 2474884.20 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06973, over 20343.61 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06267, over 2468283.14 frames. utt_duration=1207 frames, utt_pad_proportion=0.07828, over 8190.69 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3097, pruned_loss=0.07448, over 2475644.31 frames. utt_duration=459 frames, utt_pad_proportion=0.06974, over 21641.64 utterances.], batch size: 80, lr: 2.57e-04
2022-08-30 15:05:26,012 INFO [train.py:927] (3/8) Epoch 15, batch 26150, giga_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.0712, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.0343, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3081, pruned_loss=0.07396, over 2475384.87 frames. utt_duration=484 frames, utt_pad_proportion=0.07672, over 20517.36 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06268, over 2468074.62 frames. utt_duration=1200 frames, utt_pad_proportion=0.08082, over 8235.51 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3101, pruned_loss=0.07509, over 2476324.35 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07538, over 21781.23 utterances.], batch size: 105, lr: 2.57e-04
2022-08-30 15:07:15,568 INFO [train.py:927] (3/8) Epoch 15, batch 26200, giga_loss[loss=0.2084, simple_loss=0.306, pruned_loss=0.05544, over 12460.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03084, over 75.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07428, over 2476263.35 frames. utt_duration=457.1 frames, utt_pad_proportion=0.08076, over 21735.85 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2879, pruned_loss=0.06274, over 2468185.15 frames. utt_duration=1192 frames, utt_pad_proportion=0.08374, over 8289.59 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3119, pruned_loss=0.07533, over 2477055.64 frames. utt_duration=434 frames, utt_pad_proportion=0.07862, over 22905.77 utterances.], batch size: 75, lr: 2.57e-04
2022-08-30 15:09:05,048 INFO [train.py:927] (3/8) Epoch 15, batch 26250, giga_loss[loss=0.2046, simple_loss=0.2903, pruned_loss=0.05948, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03002, over 70.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.07527, over 2476248.11 frames. utt_duration=450.4 frames, utt_pad_proportion=0.0815, over 22059.53 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06256, over 2467972.98 frames. utt_duration=1196 frames, utt_pad_proportion=0.08339, over 8262.75 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3117, pruned_loss=0.07638, over 2477140.07 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07991, over 23133.85 utterances.], batch size: 70, lr: 2.57e-04
2022-08-30 15:10:52,781 INFO [train.py:927] (3/8) Epoch 15, batch 26300, giga_loss[loss=0.1999, simple_loss=0.2819, pruned_loss=0.05892, over 12368.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03099, over 85.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3098, pruned_loss=0.07657, over 2476233.88 frames. utt_duration=443.1 frames, utt_pad_proportion=0.0818, over 22425.21 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2876, pruned_loss=0.06252, over 2467928.64 frames. utt_duration=1198 frames, utt_pad_proportion=0.08278, over 8247.15 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3115, pruned_loss=0.07758, over 2477046.13 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08075, over 23400.93 utterances.], batch size: 85, lr: 2.57e-04
2022-08-30 15:12:36,840 INFO [train.py:927] (3/8) Epoch 15, batch 26350, libri_loss[loss=0.1634, simple_loss=0.2485, pruned_loss=0.03914, over 12413.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00739, over 30.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3088, pruned_loss=0.07646, over 2475794.30 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07841, over 22098.69 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2873, pruned_loss=0.06238, over 2467898.91 frames. utt_duration=1205 frames, utt_pad_proportion=0.08129, over 8204.37 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.311, pruned_loss=0.07773, over 2476629.69 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07815, over 23232.58 utterances.], batch size: 30, lr: 2.57e-04
2022-08-30 15:14:22,117 INFO [train.py:927] (3/8) Epoch 15, batch 26400, libri_loss[loss=0.2289, simple_loss=0.3086, pruned_loss=0.07458, over 12353.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04208, over 46.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3089, pruned_loss=0.07642, over 2475545.91 frames. utt_duration=461.1 frames, utt_pad_proportion=0.0754, over 21541.94 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2876, pruned_loss=0.06261, over 2467991.52 frames. utt_duration=1205 frames, utt_pad_proportion=0.08075, over 8202.37 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3104, pruned_loss=0.07733, over 2476187.65 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07547, over 22566.35 utterances.], batch size: 46, lr: 2.57e-04
2022-08-30 15:16:05,224 INFO [train.py:927] (3/8) Epoch 15, batch 26450, giga_loss[loss=0.2385, simple_loss=0.3171, pruned_loss=0.07999, over 12414.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03194, over 80.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3098, pruned_loss=0.07713, over 2475519.90 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07419, over 21331.53 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2879, pruned_loss=0.06273, over 2467931.38 frames. utt_duration=1203 frames, utt_pad_proportion=0.08041, over 8215.41 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.311, pruned_loss=0.07793, over 2476172.13 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07437, over 22297.56 utterances.], batch size: 80, lr: 2.57e-04
2022-08-30 15:17:49,422 INFO [train.py:927] (3/8) Epoch 15, batch 26500, giga_loss[loss=0.2124, simple_loss=0.2924, pruned_loss=0.06621, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03944, over 105.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3089, pruned_loss=0.07667, over 2475815.40 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06847, over 20632.02 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.0626, over 2467803.36 frames. utt_duration=1208 frames, utt_pad_proportion=0.07925, over 8183.30 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3102, pruned_loss=0.07766, over 2476617.04 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0692, over 21656.21 utterances.], batch size: 105, lr: 2.57e-04
2022-08-30 15:19:35,541 INFO [train.py:927] (3/8) Epoch 15, batch 26550, giga_loss[loss=0.24, simple_loss=0.3156, pruned_loss=0.0822, over 12434.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05081, over 162.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3088, pruned_loss=0.07584, over 2475490.82 frames. utt_duration=484 frames, utt_pad_proportion=0.06949, over 20519.41 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.0627, over 2467994.31 frames. utt_duration=1210 frames, utt_pad_proportion=0.07697, over 8169.46 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07704, over 2476251.12 frames. utt_duration=455.6 frames, utt_pad_proportion=0.07062, over 21810.39 utterances.], batch size: 162, lr: 2.57e-04
2022-08-30 15:21:17,133 INFO [train.py:927] (3/8) Epoch 15, batch 26600, giga_loss[loss=0.2361, simple_loss=0.3139, pruned_loss=0.07921, over 12453.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.03076, over 80.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3089, pruned_loss=0.07568, over 2474268.13 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06831, over 19630.57 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2884, pruned_loss=0.06256, over 2467552.48 frames. utt_duration=1207 frames, utt_pad_proportion=0.07919, over 8190.12 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3107, pruned_loss=0.07716, over 2475524.92 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06826, over 21023.26 utterances.], batch size: 80, lr: 2.57e-04
2022-08-30 15:22:59,231 INFO [train.py:927] (3/8) Epoch 15, batch 26650, giga_loss[loss=0.2363, simple_loss=0.3133, pruned_loss=0.07967, over 12409.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02503, over 91.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3104, pruned_loss=0.0768, over 2475249.78 frames. utt_duration=508.9 frames, utt_pad_proportion=0.07289, over 19513.25 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06336, over 2468308.42 frames. utt_duration=1157 frames, utt_pad_proportion=0.09306, over 8546.90 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3116, pruned_loss=0.07782, over 2475873.26 frames. utt_duration=478 frames, utt_pad_proportion=0.06699, over 20784.53 utterances.], batch size: 91, lr: 2.57e-04
2022-08-30 15:23:46,980 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-30 15:26:15,859 INFO [train.py:927] (3/8) Epoch 16, batch 50, giga_loss[loss=0.2213, simple_loss=0.3095, pruned_loss=0.06654, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3087, pruned_loss=0.06193, over 548928.10 frames. utt_duration=536.8 frames, utt_pad_proportion=0.05959, over 4101.87 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2796, pruned_loss=0.04959, over 49354.05 frames. utt_duration=1452 frames, utt_pad_proportion=0.007573, over 136.05 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.311, pruned_loss=0.06293, over 509723.17 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06104, over 4006.81 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 15:27:58,521 INFO [train.py:927] (3/8) Epoch 16, batch 100, libri_loss[loss=0.2051, simple_loss=0.2907, pruned_loss=0.05976, over 12410.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03767, over 46.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2885, pruned_loss=0.05577, over 976185.44 frames. utt_duration=545.4 frames, utt_pad_proportion=0.07099, over 7179.49 utterances.], libri_tot_loss[loss=0.1993, simple_loss=0.2892, pruned_loss=0.05465, over 133322.52 frames. utt_duration=1367 frames, utt_pad_proportion=0.01135, over 390.53 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2886, pruned_loss=0.05595, over 890760.80 frames. utt_duration=508 frames, utt_pad_proportion=0.07349, over 7034.94 utterances.], batch size: 46, lr: 2.51e-04
2022-08-30 15:29:41,641 INFO [train.py:927] (3/8) Epoch 16, batch 150, giga_loss[loss=0.166, simple_loss=0.2553, pruned_loss=0.03837, over 12371.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.1864, simple_loss=0.2731, pruned_loss=0.04985, over 1307904.61 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06575, over 9528.05 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2865, pruned_loss=0.05276, over 168040.03 frames. utt_duration=1359 frames, utt_pad_proportion=0.01217, over 495.21 utterances.], giga_tot_loss[loss=0.1859, simple_loss=0.2723, pruned_loss=0.04977, over 1222940.77 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06769, over 9430.17 utterances.], batch size: 182, lr: 2.51e-04
2022-08-30 15:31:24,563 INFO [train.py:927] (3/8) Epoch 16, batch 200, giga_loss[loss=0.1687, simple_loss=0.2458, pruned_loss=0.04584, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03609, over 37.00 utterances.], tot_loss[loss=0.1797, simple_loss=0.2651, pruned_loss=0.0471, over 1566673.46 frames. utt_duration=558 frames, utt_pad_proportion=0.06461, over 11259.71 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05329, over 269820.88 frames. utt_duration=1152 frames, utt_pad_proportion=0.07257, over 938.08 utterances.], giga_tot_loss[loss=0.1779, simple_loss=0.2628, pruned_loss=0.04645, over 1455572.41 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06322, over 11195.15 utterances.], batch size: 37, lr: 2.51e-04
2022-08-30 15:33:05,855 INFO [train.py:927] (3/8) Epoch 16, batch 250, giga_loss[loss=0.2101, simple_loss=0.2763, pruned_loss=0.07199, over 12383.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1079, over 259.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2605, pruned_loss=0.04557, over 1767117.97 frames. utt_duration=523.1 frames, utt_pad_proportion=0.07484, over 13552.10 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2861, pruned_loss=0.05334, over 313207.08 frames. utt_duration=1194 frames, utt_pad_proportion=0.06498, over 1050.49 utterances.], giga_tot_loss[loss=0.1738, simple_loss=0.258, pruned_loss=0.04481, over 1664902.94 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07448, over 13613.43 utterances.], batch size: 259, lr: 2.51e-04
2022-08-30 15:34:48,068 INFO [train.py:927] (3/8) Epoch 16, batch 300, giga_loss[loss=0.1739, simple_loss=0.2631, pruned_loss=0.04235, over 12373.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06492, over 183.00 utterances.], tot_loss[loss=0.1724, simple_loss=0.2569, pruned_loss=0.04397, over 1923746.74 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07359, over 14979.77 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2861, pruned_loss=0.05318, over 356046.72 frames. utt_duration=1186 frames, utt_pad_proportion=0.06411, over 1202.29 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2543, pruned_loss=0.04319, over 1831489.24 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07354, over 15124.34 utterances.], batch size: 183, lr: 2.51e-04
2022-08-30 15:36:27,906 INFO [train.py:927] (3/8) Epoch 16, batch 350, giga_loss[loss=0.2052, simple_loss=0.2719, pruned_loss=0.06927, over 12381.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09811, over 256.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2552, pruned_loss=0.04336, over 2045414.30 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07425, over 16296.89 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2828, pruned_loss=0.05195, over 438718.05 frames. utt_duration=1235 frames, utt_pad_proportion=0.05415, over 1422.53 utterances.], giga_tot_loss[loss=0.1687, simple_loss=0.2524, pruned_loss=0.04255, over 1953669.46 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07513, over 16738.04 utterances.], batch size: 256, lr: 2.51e-04
2022-08-30 15:38:06,778 INFO [train.py:927] (3/8) Epoch 16, batch 400, giga_loss[loss=0.1628, simple_loss=0.2469, pruned_loss=0.03937, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.1674, simple_loss=0.2514, pruned_loss=0.04171, over 2140225.13 frames. utt_duration=512.1 frames, utt_pad_proportion=0.07041, over 16767.24 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2838, pruned_loss=0.05211, over 478716.47 frames. utt_duration=1228 frames, utt_pad_proportion=0.05452, over 1561.31 utterances.], giga_tot_loss[loss=0.165, simple_loss=0.2484, pruned_loss=0.04081, over 2060964.44 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07129, over 17254.85 utterances.], batch size: 162, lr: 2.51e-04
2022-08-30 15:39:47,158 INFO [train.py:927] (3/8) Epoch 16, batch 450, giga_loss[loss=0.1503, simple_loss=0.2292, pruned_loss=0.03573, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.1644, simple_loss=0.2484, pruned_loss=0.0402, over 2213704.77 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06467, over 16303.84 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2837, pruned_loss=0.05154, over 547002.01 frames. utt_duration=1262 frames, utt_pad_proportion=0.04832, over 1735.14 utterances.], giga_tot_loss[loss=0.1616, simple_loss=0.2447, pruned_loss=0.03918, over 2141001.23 frames. utt_duration=505 frames, utt_pad_proportion=0.06631, over 17008.61 utterances.], batch size: 105, lr: 2.51e-04
2022-08-30 15:41:29,577 INFO [train.py:927] (3/8) Epoch 16, batch 500, giga_loss[loss=0.2182, simple_loss=0.3066, pruned_loss=0.06489, over 12134.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.03823, over 28.00 utterances.], tot_loss[loss=0.1692, simple_loss=0.253, pruned_loss=0.04273, over 2271779.53 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06636, over 17507.45 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2838, pruned_loss=0.05198, over 585398.75 frames. utt_duration=1274 frames, utt_pad_proportion=0.04519, over 1840.62 utterances.], giga_tot_loss[loss=0.1665, simple_loss=0.2496, pruned_loss=0.0417, over 2209820.52 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06788, over 18232.88 utterances.], batch size: 28, lr: 2.51e-04
2022-08-30 15:43:09,522 INFO [train.py:927] (3/8) Epoch 16, batch 550, giga_loss[loss=0.2249, simple_loss=0.318, pruned_loss=0.06589, over 12386.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02648, over 91.00 utterances.], tot_loss[loss=0.1793, simple_loss=0.2642, pruned_loss=0.04723, over 2317101.26 frames. utt_duration=537 frames, utt_pad_proportion=0.06234, over 17306.76 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2826, pruned_loss=0.05162, over 641197.82 frames. utt_duration=1283 frames, utt_pad_proportion=0.0421, over 2001.14 utterances.], giga_tot_loss[loss=0.1771, simple_loss=0.2614, pruned_loss=0.04642, over 2262742.98 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06425, over 18164.33 utterances.], batch size: 91, lr: 2.51e-04
2022-08-30 15:44:52,194 INFO [train.py:927] (3/8) Epoch 16, batch 600, giga_loss[loss=0.2167, simple_loss=0.3172, pruned_loss=0.05807, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2721, pruned_loss=0.04966, over 2352287.91 frames. utt_duration=535 frames, utt_pad_proportion=0.06214, over 17638.29 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2822, pruned_loss=0.05147, over 659387.57 frames. utt_duration=1287 frames, utt_pad_proportion=0.04091, over 2051.00 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2701, pruned_loss=0.0491, over 2308416.55 frames. utt_duration=503.1 frames, utt_pad_proportion=0.0638, over 18407.78 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 15:46:38,560 INFO [train.py:927] (3/8) Epoch 16, batch 650, libri_loss[loss=0.1703, simple_loss=0.2622, pruned_loss=0.03918, over 12222.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008048, over 29.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.277, pruned_loss=0.05105, over 2379306.89 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06408, over 18328.09 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.282, pruned_loss=0.05104, over 704291.87 frames. utt_duration=1295 frames, utt_pad_proportion=0.03957, over 2178.17 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2754, pruned_loss=0.05075, over 2341922.15 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06565, over 19212.47 utterances.], batch size: 29, lr: 2.51e-04
2022-08-30 15:48:23,068 INFO [train.py:927] (3/8) Epoch 16, batch 700, giga_loss[loss=0.1871, simple_loss=0.2813, pruned_loss=0.04639, over 12371.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02809, over 66.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2815, pruned_loss=0.05394, over 2400756.20 frames. utt_duration=545 frames, utt_pad_proportion=0.06271, over 17669.96 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2834, pruned_loss=0.0519, over 739425.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05448, over 2365.83 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2799, pruned_loss=0.05352, over 2369576.45 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06243, over 18484.28 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 15:50:06,395 INFO [train.py:927] (3/8) Epoch 16, batch 750, giga_loss[loss=0.2218, simple_loss=0.3157, pruned_loss=0.06389, over 12423.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05468, over 162.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2861, pruned_loss=0.05588, over 2416493.92 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06443, over 17545.80 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2836, pruned_loss=0.05204, over 748185.95 frames. utt_duration=1252 frames, utt_pad_proportion=0.05374, over 2393.00 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2849, pruned_loss=0.05556, over 2391732.64 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06426, over 18230.52 utterances.], batch size: 162, lr: 2.51e-04
2022-08-30 15:51:46,017 INFO [train.py:927] (3/8) Epoch 16, batch 800, libri_loss[loss=0.1687, simple_loss=0.2637, pruned_loss=0.03685, over 12386.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006908, over 31.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.29, pruned_loss=0.05723, over 2428922.15 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06716, over 17871.07 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.284, pruned_loss=0.05208, over 799215.21 frames. utt_duration=1225 frames, utt_pad_proportion=0.06507, over 2611.99 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2891, pruned_loss=0.05711, over 2407789.72 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06549, over 18649.58 utterances.], batch size: 31, lr: 2.51e-04
2022-08-30 15:53:30,287 INFO [train.py:927] (3/8) Epoch 16, batch 850, giga_loss[loss=0.1871, simple_loss=0.2834, pruned_loss=0.04541, over 12436.00 frames. utt_duration=664.7 frames, utt_pad_proportion=0.03243, over 75.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2907, pruned_loss=0.05659, over 2438276.14 frames. utt_duration=562.1 frames, utt_pad_proportion=0.0656, over 17398.29 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2827, pruned_loss=0.05175, over 831990.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06244, over 2684.24 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2904, pruned_loss=0.05669, over 2421180.73 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06465, over 18216.69 utterances.], batch size: 75, lr: 2.51e-04
2022-08-30 15:55:10,930 INFO [train.py:927] (3/8) Epoch 16, batch 900, giga_loss[loss=0.1914, simple_loss=0.2783, pruned_loss=0.05221, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02935, over 45.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2905, pruned_loss=0.05589, over 2444925.74 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06375, over 17059.43 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2829, pruned_loss=0.05168, over 888086.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06219, over 2886.43 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2905, pruned_loss=0.05612, over 2430607.70 frames. utt_duration=542.2 frames, utt_pad_proportion=0.0631, over 17982.07 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 15:56:55,498 INFO [train.py:927] (3/8) Epoch 16, batch 950, giga_loss[loss=0.1954, simple_loss=0.2837, pruned_loss=0.05352, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05835, over 2451143.77 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06245, over 16873.59 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05194, over 942894.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.05762, over 3037.17 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2928, pruned_loss=0.05865, over 2438670.79 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06272, over 17928.27 utterances.], batch size: 48, lr: 2.51e-04
2022-08-30 15:58:36,224 INFO [train.py:927] (3/8) Epoch 16, batch 1000, giga_loss[loss=0.1902, simple_loss=0.284, pruned_loss=0.04825, over 12334.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2926, pruned_loss=0.05919, over 2454557.89 frames. utt_duration=578.2 frames, utt_pad_proportion=0.06298, over 17025.91 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2835, pruned_loss=0.05185, over 973127.04 frames. utt_duration=1247 frames, utt_pad_proportion=0.05623, over 3124.77 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2929, pruned_loss=0.0596, over 2444422.10 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06345, over 18037.50 utterances.], batch size: 97, lr: 2.51e-04
2022-08-30 16:00:16,705 INFO [train.py:927] (3/8) Epoch 16, batch 1050, giga_loss[loss=0.1984, simple_loss=0.2842, pruned_loss=0.05635, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2918, pruned_loss=0.0592, over 2459019.37 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06201, over 16994.62 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2835, pruned_loss=0.05178, over 1017501.94 frames. utt_duration=1258 frames, utt_pad_proportion=0.05312, over 3239.63 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2923, pruned_loss=0.05975, over 2450519.33 frames. utt_duration=544.1 frames, utt_pad_proportion=0.063, over 18066.05 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 16:02:02,084 INFO [train.py:927] (3/8) Epoch 16, batch 1100, giga_loss[loss=0.1913, simple_loss=0.2792, pruned_loss=0.05167, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02599, over 45.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2901, pruned_loss=0.05795, over 2461562.54 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06632, over 17279.60 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2826, pruned_loss=0.05144, over 1060137.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05332, over 3384.49 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.291, pruned_loss=0.0587, over 2454825.53 frames. utt_duration=536.2 frames, utt_pad_proportion=0.06692, over 18362.56 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 16:03:45,695 INFO [train.py:927] (3/8) Epoch 16, batch 1150, giga_loss[loss=0.1926, simple_loss=0.2699, pruned_loss=0.05771, over 12343.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03028, over 91.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2859, pruned_loss=0.05621, over 2464572.84 frames. utt_duration=555 frames, utt_pad_proportion=0.07047, over 17809.55 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05105, over 1095110.47 frames. utt_duration=1248 frames, utt_pad_proportion=0.05329, over 3513.30 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2868, pruned_loss=0.05709, over 2458987.24 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07085, over 18864.53 utterances.], batch size: 91, lr: 2.51e-04
2022-08-30 16:05:27,450 INFO [train.py:927] (3/8) Epoch 16, batch 1200, giga_loss[loss=0.1771, simple_loss=0.262, pruned_loss=0.04614, over 12372.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2828, pruned_loss=0.05533, over 2466421.32 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07195, over 18942.82 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05079, over 1108729.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.0525, over 3539.11 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2837, pruned_loss=0.05617, over 2462079.03 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07233, over 19887.43 utterances.], batch size: 62, lr: 2.51e-04
2022-08-30 16:07:09,205 INFO [train.py:927] (3/8) Epoch 16, batch 1250, giga_loss[loss=0.1652, simple_loss=0.2567, pruned_loss=0.03686, over 12351.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.0328, over 58.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2826, pruned_loss=0.05504, over 2468246.77 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06613, over 18365.08 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05058, over 1142403.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05063, over 3637.67 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2832, pruned_loss=0.0559, over 2464749.37 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06716, over 19365.33 utterances.], batch size: 58, lr: 2.51e-04
2022-08-30 16:08:49,114 INFO [train.py:927] (3/8) Epoch 16, batch 1300, giga_loss[loss=0.1669, simple_loss=0.2528, pruned_loss=0.0405, over 12370.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04277, over 26.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2804, pruned_loss=0.0546, over 2468984.21 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06576, over 17727.30 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05064, over 1187953.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.04807, over 3757.41 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2809, pruned_loss=0.0554, over 2466354.28 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06728, over 18890.87 utterances.], batch size: 26, lr: 2.51e-04
2022-08-30 16:10:30,345 INFO [train.py:927] (3/8) Epoch 16, batch 1350, giga_loss[loss=0.2094, simple_loss=0.286, pruned_loss=0.06642, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2781, pruned_loss=0.05411, over 2469621.93 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06058, over 16789.70 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2822, pruned_loss=0.05095, over 1237964.32 frames. utt_duration=1279 frames, utt_pad_proportion=0.0456, over 3876.13 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2784, pruned_loss=0.05475, over 2467822.40 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06288, over 18106.45 utterances.], batch size: 80, lr: 2.51e-04
2022-08-30 16:12:11,635 INFO [train.py:927] (3/8) Epoch 16, batch 1400, giga_loss[loss=0.1554, simple_loss=0.2431, pruned_loss=0.03392, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2752, pruned_loss=0.05319, over 2469648.66 frames. utt_duration=619.8 frames, utt_pad_proportion=0.0561, over 15978.01 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2818, pruned_loss=0.05083, over 1262771.52 frames. utt_duration=1285 frames, utt_pad_proportion=0.0444, over 3936.14 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2755, pruned_loss=0.0538, over 2467896.05 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05865, over 17193.42 utterances.], batch size: 66, lr: 2.51e-04
2022-08-30 16:13:55,395 INFO [train.py:927] (3/8) Epoch 16, batch 1450, giga_loss[loss=0.1743, simple_loss=0.2561, pruned_loss=0.04628, over 12356.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04381, over 34.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2723, pruned_loss=0.05239, over 2470104.94 frames. utt_duration=612.4 frames, utt_pad_proportion=0.06046, over 16173.89 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.05079, over 1280691.04 frames. utt_duration=1290 frames, utt_pad_proportion=0.04389, over 3974.90 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2724, pruned_loss=0.05291, over 2468811.31 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06238, over 17268.48 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:15:39,010 INFO [train.py:927] (3/8) Epoch 16, batch 1500, giga_loss[loss=0.1954, simple_loss=0.273, pruned_loss=0.05887, over 12435.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03886, over 123.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.27, pruned_loss=0.05162, over 2470725.90 frames. utt_duration=631.8 frames, utt_pad_proportion=0.05627, over 15679.71 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2814, pruned_loss=0.05074, over 1304094.03 frames. utt_duration=1294 frames, utt_pad_proportion=0.04266, over 4035.00 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2701, pruned_loss=0.05209, over 2469877.57 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05847, over 16709.05 utterances.], batch size: 123, lr: 2.51e-04
2022-08-30 16:17:22,856 INFO [train.py:927] (3/8) Epoch 16, batch 1550, giga_loss[loss=0.1949, simple_loss=0.2714, pruned_loss=0.05923, over 12429.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04769, over 34.00 utterances.], tot_loss[loss=0.1883, simple_loss=0.2715, pruned_loss=0.0525, over 2471788.87 frames. utt_duration=636 frames, utt_pad_proportion=0.05385, over 15582.68 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2817, pruned_loss=0.05081, over 1327142.39 frames. utt_duration=1294 frames, utt_pad_proportion=0.0415, over 4105.71 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2713, pruned_loss=0.05286, over 2471225.64 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05609, over 16537.27 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:19:06,516 INFO [train.py:927] (3/8) Epoch 16, batch 1600, libri_loss[loss=0.1708, simple_loss=0.2657, pruned_loss=0.03793, over 12405.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005886, over 34.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2759, pruned_loss=0.05452, over 2472405.71 frames. utt_duration=602.1 frames, utt_pad_proportion=0.06428, over 16465.08 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2822, pruned_loss=0.05093, over 1372104.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.05542, over 4385.51 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2751, pruned_loss=0.05484, over 2471964.53 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06255, over 17398.69 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:20:48,921 INFO [train.py:927] (3/8) Epoch 16, batch 1650, giga_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.05107, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04447, over 34.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2804, pruned_loss=0.05654, over 2473065.42 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06044, over 16462.79 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2814, pruned_loss=0.05071, over 1415032.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.05272, over 4475.42 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2801, pruned_loss=0.0571, over 2473020.09 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05999, over 17580.11 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:22:32,666 INFO [train.py:927] (3/8) Epoch 16, batch 1700, giga_loss[loss=0.2343, simple_loss=0.3183, pruned_loss=0.07518, over 12416.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2851, pruned_loss=0.058, over 2472799.12 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06731, over 17028.84 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2812, pruned_loss=0.0506, over 1440821.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05106, over 4536.88 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.285, pruned_loss=0.05864, over 2473099.56 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06699, over 18124.49 utterances.], batch size: 183, lr: 2.51e-04
2022-08-30 16:24:15,875 INFO [train.py:927] (3/8) Epoch 16, batch 1750, giga_loss[loss=0.1968, simple_loss=0.2837, pruned_loss=0.055, over 12357.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02901, over 48.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2891, pruned_loss=0.05935, over 2472982.19 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07444, over 18891.48 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2811, pruned_loss=0.05067, over 1455999.10 frames. utt_duration=1277 frames, utt_pad_proportion=0.05038, over 4565.66 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2892, pruned_loss=0.05993, over 2473408.31 frames. utt_duration=498.6 frames, utt_pad_proportion=0.07411, over 19902.17 utterances.], batch size: 48, lr: 2.51e-04
2022-08-30 16:25:58,354 INFO [train.py:927] (3/8) Epoch 16, batch 1800, giga_loss[loss=0.1932, simple_loss=0.2826, pruned_loss=0.05193, over 12333.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03312, over 85.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2878, pruned_loss=0.0579, over 2473185.48 frames. utt_duration=518.5 frames, utt_pad_proportion=0.07566, over 19133.50 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.281, pruned_loss=0.05066, over 1486135.55 frames. utt_duration=1284 frames, utt_pad_proportion=0.04873, over 4636.72 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2881, pruned_loss=0.05858, over 2473523.76 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07592, over 20277.79 utterances.], batch size: 85, lr: 2.51e-04
2022-08-30 16:27:43,314 INFO [train.py:927] (3/8) Epoch 16, batch 1850, giga_loss[loss=0.2238, simple_loss=0.3119, pruned_loss=0.06788, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03082, over 42.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2891, pruned_loss=0.05789, over 2473608.83 frames. utt_duration=532.1 frames, utt_pad_proportion=0.07186, over 18647.94 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2811, pruned_loss=0.05069, over 1491164.88 frames. utt_duration=1285 frames, utt_pad_proportion=0.04841, over 4648.54 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2893, pruned_loss=0.05844, over 2473799.85 frames. utt_duration=506.6 frames, utt_pad_proportion=0.07235, over 19590.48 utterances.], batch size: 42, lr: 2.51e-04
2022-08-30 16:29:27,681 INFO [train.py:927] (3/8) Epoch 16, batch 1900, giga_loss[loss=0.2029, simple_loss=0.2761, pruned_loss=0.06484, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2912, pruned_loss=0.05936, over 2473536.80 frames. utt_duration=543 frames, utt_pad_proportion=0.071, over 18271.67 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2809, pruned_loss=0.05059, over 1505379.16 frames. utt_duration=1291 frames, utt_pad_proportion=0.04765, over 4670.71 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2916, pruned_loss=0.05996, over 2474094.55 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07172, over 19186.45 utterances.], batch size: 37, lr: 2.51e-04
2022-08-30 16:31:13,847 INFO [train.py:927] (3/8) Epoch 16, batch 1950, giga_loss[loss=0.2419, simple_loss=0.3192, pruned_loss=0.08228, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 183.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2921, pruned_loss=0.06032, over 2473183.46 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06905, over 18046.63 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2807, pruned_loss=0.05051, over 1529084.77 frames. utt_duration=1292 frames, utt_pad_proportion=0.04708, over 4740.27 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2928, pruned_loss=0.06103, over 2473846.44 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07004, over 19000.90 utterances.], batch size: 183, lr: 2.51e-04
2022-08-30 16:32:57,213 INFO [train.py:927] (3/8) Epoch 16, batch 2000, giga_loss[loss=0.2248, simple_loss=0.2984, pruned_loss=0.07564, over 12346.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1938, over 364.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2938, pruned_loss=0.06129, over 2472862.00 frames. utt_duration=542.3 frames, utt_pad_proportion=0.07214, over 18289.81 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2802, pruned_loss=0.05023, over 1547880.26 frames. utt_duration=1292 frames, utt_pad_proportion=0.04643, over 4796.07 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2947, pruned_loss=0.06217, over 2473339.67 frames. utt_duration=515.9 frames, utt_pad_proportion=0.07309, over 19231.10 utterances.], batch size: 364, lr: 2.51e-04
2022-08-30 16:34:40,778 INFO [train.py:927] (3/8) Epoch 16, batch 2050, giga_loss[loss=0.213, simple_loss=0.3012, pruned_loss=0.06238, over 12389.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2956, pruned_loss=0.06201, over 2473261.09 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06947, over 17826.33 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2802, pruned_loss=0.05023, over 1575618.69 frames. utt_duration=1293 frames, utt_pad_proportion=0.04493, over 4881.11 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2967, pruned_loss=0.06303, over 2473347.35 frames. utt_duration=526.2 frames, utt_pad_proportion=0.07099, over 18856.05 utterances.], batch size: 133, lr: 2.51e-04
2022-08-30 16:36:23,535 INFO [train.py:927] (3/8) Epoch 16, batch 2100, giga_loss[loss=0.2034, simple_loss=0.293, pruned_loss=0.05687, over 12414.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03182, over 80.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.295, pruned_loss=0.06193, over 2472362.82 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06587, over 17115.36 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2801, pruned_loss=0.05011, over 1588894.01 frames. utt_duration=1288 frames, utt_pad_proportion=0.04562, over 4941.76 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2962, pruned_loss=0.06295, over 2472504.17 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06724, over 18036.11 utterances.], batch size: 80, lr: 2.51e-04
2022-08-30 16:38:05,768 INFO [train.py:927] (3/8) Epoch 16, batch 2150, giga_loss[loss=0.1883, simple_loss=0.2665, pruned_loss=0.05506, over 12427.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.03956, over 26.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.294, pruned_loss=0.0618, over 2472590.95 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06197, over 16758.65 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2801, pruned_loss=0.05008, over 1614838.57 frames. utt_duration=1293 frames, utt_pad_proportion=0.04406, over 5001.79 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2953, pruned_loss=0.06294, over 2472904.33 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06388, over 17766.88 utterances.], batch size: 26, lr: 2.51e-04
2022-08-30 16:39:48,789 INFO [train.py:927] (3/8) Epoch 16, batch 2200, libri_loss[loss=0.2073, simple_loss=0.3039, pruned_loss=0.05531, over 12332.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01678, over 41.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.294, pruned_loss=0.06174, over 2471155.01 frames. utt_duration=629.6 frames, utt_pad_proportion=0.05698, over 15737.98 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2805, pruned_loss=0.05023, over 1627489.04 frames. utt_duration=1294 frames, utt_pad_proportion=0.04335, over 5036.64 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06271, over 2471526.40 frames. utt_duration=595 frames, utt_pad_proportion=0.05912, over 16657.47 utterances.], batch size: 41, lr: 2.51e-04
2022-08-30 16:41:32,092 INFO [train.py:927] (3/8) Epoch 16, batch 2250, giga_loss[loss=0.198, simple_loss=0.2768, pruned_loss=0.05961, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02244, over 45.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2943, pruned_loss=0.06143, over 2471501.61 frames. utt_duration=629.2 frames, utt_pad_proportion=0.05646, over 15750.56 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2802, pruned_loss=0.05004, over 1640141.23 frames. utt_duration=1296 frames, utt_pad_proportion=0.04282, over 5069.99 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2954, pruned_loss=0.06247, over 2471738.54 frames. utt_duration=597.5 frames, utt_pad_proportion=0.05841, over 16589.26 utterances.], batch size: 45, lr: 2.51e-04
2022-08-30 16:43:16,583 INFO [train.py:927] (3/8) Epoch 16, batch 2300, giga_loss[loss=0.2198, simple_loss=0.3059, pruned_loss=0.06682, over 12370.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06031, over 182.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2943, pruned_loss=0.06198, over 2470981.47 frames. utt_duration=636.4 frames, utt_pad_proportion=0.05703, over 15567.66 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2801, pruned_loss=0.05025, over 1664065.34 frames. utt_duration=1295 frames, utt_pad_proportion=0.04314, over 5144.46 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2956, pruned_loss=0.06298, over 2471782.71 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05869, over 16455.34 utterances.], batch size: 182, lr: 2.51e-04
2022-08-30 16:45:00,108 INFO [train.py:927] (3/8) Epoch 16, batch 2350, giga_loss[loss=0.1873, simple_loss=0.2699, pruned_loss=0.05236, over 12463.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04312, over 34.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2925, pruned_loss=0.06113, over 2470614.01 frames. utt_duration=633.5 frames, utt_pad_proportion=0.05839, over 15636.22 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.28, pruned_loss=0.05025, over 1687661.71 frames. utt_duration=1304 frames, utt_pad_proportion=0.04194, over 5184.77 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2939, pruned_loss=0.0622, over 2471533.07 frames. utt_duration=597.4 frames, utt_pad_proportion=0.0601, over 16590.04 utterances.], batch size: 34, lr: 2.51e-04
2022-08-30 16:46:41,778 INFO [train.py:927] (3/8) Epoch 16, batch 2400, giga_loss[loss=0.2464, simple_loss=0.3149, pruned_loss=0.08895, over 12391.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1038, over 258.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2916, pruned_loss=0.06082, over 2471538.85 frames. utt_duration=624.9 frames, utt_pad_proportion=0.0618, over 15858.72 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2803, pruned_loss=0.05046, over 1715120.02 frames. utt_duration=1304 frames, utt_pad_proportion=0.04056, over 5266.24 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2929, pruned_loss=0.06189, over 2471885.35 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06357, over 16869.57 utterances.], batch size: 258, lr: 2.50e-04
2022-08-30 16:48:25,295 INFO [train.py:927] (3/8) Epoch 16, batch 2450, giga_loss[loss=0.1661, simple_loss=0.2602, pruned_loss=0.03597, over 12341.00 frames. utt_duration=668.6 frames, utt_pad_proportion=0.02675, over 74.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2881, pruned_loss=0.05902, over 2471444.48 frames. utt_duration=643.2 frames, utt_pad_proportion=0.05732, over 15405.81 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2802, pruned_loss=0.05033, over 1733237.64 frames. utt_duration=1303 frames, utt_pad_proportion=0.04075, over 5328.63 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2895, pruned_loss=0.06016, over 2472299.06 frames. utt_duration=604.8 frames, utt_pad_proportion=0.05919, over 16392.70 utterances.], batch size: 74, lr: 2.50e-04
2022-08-30 16:50:06,025 INFO [train.py:927] (3/8) Epoch 16, batch 2500, giga_loss[loss=0.1642, simple_loss=0.2517, pruned_loss=0.03833, over 12272.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02522, over 54.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2851, pruned_loss=0.0577, over 2472093.15 frames. utt_duration=651 frames, utt_pad_proportion=0.05657, over 15223.52 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2796, pruned_loss=0.05001, over 1754630.63 frames. utt_duration=1304 frames, utt_pad_proportion=0.04095, over 5388.32 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2868, pruned_loss=0.05904, over 2473220.03 frames. utt_duration=611 frames, utt_pad_proportion=0.05827, over 16231.21 utterances.], batch size: 54, lr: 2.50e-04
2022-08-30 16:51:49,784 INFO [train.py:927] (3/8) Epoch 16, batch 2550, giga_loss[loss=0.2149, simple_loss=0.2866, pruned_loss=0.07161, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03178, over 42.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2833, pruned_loss=0.05684, over 2471978.97 frames. utt_duration=628.1 frames, utt_pad_proportion=0.06307, over 15779.94 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.28, pruned_loss=0.05029, over 1786068.74 frames. utt_duration=1292 frames, utt_pad_proportion=0.0422, over 5534.93 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2846, pruned_loss=0.05804, over 2473096.82 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06405, over 16874.96 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 16:53:33,495 INFO [train.py:927] (3/8) Epoch 16, batch 2600, giga_loss[loss=0.1976, simple_loss=0.2872, pruned_loss=0.05402, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02975, over 70.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2834, pruned_loss=0.05613, over 2472120.74 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05917, over 15929.94 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.28, pruned_loss=0.05019, over 1812517.03 frames. utt_duration=1291 frames, utt_pad_proportion=0.04162, over 5621.73 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2846, pruned_loss=0.05738, over 2473482.37 frames. utt_duration=580.2 frames, utt_pad_proportion=0.06068, over 17097.75 utterances.], batch size: 70, lr: 2.50e-04
2022-08-30 16:55:22,049 INFO [train.py:927] (3/8) Epoch 16, batch 2650, giga_loss[loss=0.2275, simple_loss=0.3207, pruned_loss=0.06711, over 12405.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04757, over 161.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2844, pruned_loss=0.05596, over 2472511.78 frames. utt_duration=615.9 frames, utt_pad_proportion=0.05894, over 16096.56 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2807, pruned_loss=0.05027, over 1844805.10 frames. utt_duration=1290 frames, utt_pad_proportion=0.04122, over 5727.91 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.285, pruned_loss=0.05722, over 2473596.75 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06074, over 17446.69 utterances.], batch size: 161, lr: 2.50e-04
2022-08-30 16:57:03,354 INFO [train.py:927] (3/8) Epoch 16, batch 2700, libri_loss[loss=0.1974, simple_loss=0.2964, pruned_loss=0.04923, over 12447.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006281, over 35.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2843, pruned_loss=0.05522, over 2472157.90 frames. utt_duration=595.1 frames, utt_pad_proportion=0.06374, over 16658.29 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2812, pruned_loss=0.05034, over 1863196.38 frames. utt_duration=1295 frames, utt_pad_proportion=0.04009, over 5759.73 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2845, pruned_loss=0.05632, over 2473183.91 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06538, over 18010.42 utterances.], batch size: 35, lr: 2.50e-04
2022-08-30 16:58:47,333 INFO [train.py:927] (3/8) Epoch 16, batch 2750, libri_loss[loss=0.1884, simple_loss=0.2784, pruned_loss=0.04916, over 12479.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007352, over 36.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2835, pruned_loss=0.05498, over 2471018.11 frames. utt_duration=612.6 frames, utt_pad_proportion=0.06143, over 16173.96 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.0504, over 1877822.99 frames. utt_duration=1301 frames, utt_pad_proportion=0.03914, over 5780.55 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2838, pruned_loss=0.05592, over 2472218.03 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06342, over 17483.87 utterances.], batch size: 36, lr: 2.50e-04
2022-08-30 17:00:30,484 INFO [train.py:927] (3/8) Epoch 16, batch 2800, giga_loss[loss=0.1993, simple_loss=0.2907, pruned_loss=0.0539, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2853, pruned_loss=0.05554, over 2471742.79 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05811, over 16836.49 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2812, pruned_loss=0.05042, over 1880746.88 frames. utt_duration=1302 frames, utt_pad_proportion=0.03893, over 5786.65 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2855, pruned_loss=0.05628, over 2472722.07 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05992, over 17905.22 utterances.], batch size: 91, lr: 2.50e-04
2022-08-30 17:02:12,699 INFO [train.py:927] (3/8) Epoch 16, batch 2850, giga_loss[loss=0.204, simple_loss=0.2882, pruned_loss=0.0599, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03758, over 37.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2878, pruned_loss=0.0565, over 2472531.68 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05521, over 16831.07 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2811, pruned_loss=0.05042, over 1895447.76 frames. utt_duration=1304 frames, utt_pad_proportion=0.03808, over 5818.74 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2882, pruned_loss=0.05721, over 2473234.68 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05722, over 17899.07 utterances.], batch size: 37, lr: 2.50e-04
2022-08-30 17:03:55,210 INFO [train.py:927] (3/8) Epoch 16, batch 2900, giga_loss[loss=0.2022, simple_loss=0.2856, pruned_loss=0.05937, over 12404.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02548, over 48.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2876, pruned_loss=0.0565, over 2472635.75 frames. utt_duration=610.8 frames, utt_pad_proportion=0.05325, over 16232.05 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2804, pruned_loss=0.05036, over 1923301.05 frames. utt_duration=1319 frames, utt_pad_proportion=0.03648, over 5841.22 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2887, pruned_loss=0.05742, over 2473571.34 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05581, over 17582.64 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 17:05:39,185 INFO [train.py:927] (3/8) Epoch 16, batch 2950, giga_loss[loss=0.1876, simple_loss=0.2776, pruned_loss=0.04884, over 12413.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02394, over 48.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2887, pruned_loss=0.05722, over 2472675.68 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05719, over 17143.90 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2802, pruned_loss=0.05031, over 1933977.98 frames. utt_duration=1324 frames, utt_pad_proportion=0.03588, over 5847.36 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2898, pruned_loss=0.05808, over 2473615.52 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05913, over 18396.38 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 17:07:19,886 INFO [train.py:927] (3/8) Epoch 16, batch 3000, giga_loss[loss=0.1791, simple_loss=0.2585, pruned_loss=0.04984, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02947, over 45.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2867, pruned_loss=0.05652, over 2472622.42 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05414, over 17154.22 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2798, pruned_loss=0.05022, over 1941473.72 frames. utt_duration=1329 frames, utt_pad_proportion=0.03547, over 5848.65 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.288, pruned_loss=0.05737, over 2473902.11 frames. utt_duration=542 frames, utt_pad_proportion=0.05608, over 18309.20 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 17:07:19,887 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 17:07:35,146 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1796, simple_loss=0.289, pruned_loss=0.03516, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 17:09:14,809 INFO [train.py:927] (3/8) Epoch 16, batch 3050, giga_loss[loss=0.2066, simple_loss=0.2888, pruned_loss=0.0622, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03232, over 42.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2868, pruned_loss=0.05627, over 2472836.96 frames. utt_duration=554 frames, utt_pad_proportion=0.058, over 17902.05 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.28, pruned_loss=0.05027, over 1946730.52 frames. utt_duration=1331 frames, utt_pad_proportion=0.03514, over 5856.14 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2878, pruned_loss=0.05697, over 2473886.02 frames. utt_duration=525 frames, utt_pad_proportion=0.05944, over 18904.03 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 17:10:54,986 INFO [train.py:927] (3/8) Epoch 16, batch 3100, giga_loss[loss=0.177, simple_loss=0.2557, pruned_loss=0.04914, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04237, over 31.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2878, pruned_loss=0.05635, over 2473751.12 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05696, over 18130.84 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.28, pruned_loss=0.05028, over 1949241.87 frames. utt_duration=1332 frames, utt_pad_proportion=0.03497, over 5860.86 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2886, pruned_loss=0.05691, over 2474670.91 frames. utt_duration=523.6 frames, utt_pad_proportion=0.0582, over 18959.63 utterances.], batch size: 31, lr: 2.50e-04
2022-08-30 17:12:37,623 INFO [train.py:927] (3/8) Epoch 16, batch 3150, giga_loss[loss=0.1931, simple_loss=0.2783, pruned_loss=0.05401, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03747, over 113.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2869, pruned_loss=0.05663, over 2474255.81 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05503, over 18308.59 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2802, pruned_loss=0.05031, over 1962263.60 frames. utt_duration=1333 frames, utt_pad_proportion=0.03433, over 5893.97 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2876, pruned_loss=0.05719, over 2474970.27 frames. utt_duration=516.8 frames, utt_pad_proportion=0.05644, over 19211.17 utterances.], batch size: 113, lr: 2.50e-04
2022-08-30 17:14:19,189 INFO [train.py:927] (3/8) Epoch 16, batch 3200, giga_loss[loss=0.1852, simple_loss=0.2686, pruned_loss=0.05089, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03051, over 75.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2857, pruned_loss=0.05672, over 2474019.50 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05712, over 18426.27 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2811, pruned_loss=0.05064, over 1974830.16 frames. utt_duration=1316 frames, utt_pad_proportion=0.03912, over 6007.71 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2857, pruned_loss=0.05709, over 2474689.04 frames. utt_duration=513.7 frames, utt_pad_proportion=0.05723, over 19325.61 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 17:15:59,032 INFO [train.py:927] (3/8) Epoch 16, batch 3250, giga_loss[loss=0.2015, simple_loss=0.2815, pruned_loss=0.0608, over 12460.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.0304, over 80.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2827, pruned_loss=0.05565, over 2474236.27 frames. utt_duration=537.7 frames, utt_pad_proportion=0.0618, over 18459.24 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2812, pruned_loss=0.0506, over 1988910.51 frames. utt_duration=1314 frames, utt_pad_proportion=0.03914, over 6059.66 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2827, pruned_loss=0.05612, over 2475383.12 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06187, over 19453.21 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 17:17:37,978 INFO [train.py:927] (3/8) Epoch 16, batch 3300, giga_loss[loss=0.1961, simple_loss=0.2711, pruned_loss=0.06057, over 12337.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03058, over 48.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2783, pruned_loss=0.05422, over 2473595.16 frames. utt_duration=559.9 frames, utt_pad_proportion=0.0607, over 17719.17 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2809, pruned_loss=0.05044, over 2000833.87 frames. utt_duration=1318 frames, utt_pad_proportion=0.03828, over 6077.01 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2786, pruned_loss=0.05482, over 2474581.76 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06128, over 18772.86 utterances.], batch size: 48, lr: 2.50e-04
2022-08-30 17:19:17,799 INFO [train.py:927] (3/8) Epoch 16, batch 3350, giga_loss[loss=0.1672, simple_loss=0.261, pruned_loss=0.03668, over 12274.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0342, over 28.00 utterances.], tot_loss[loss=0.193, simple_loss=0.278, pruned_loss=0.05395, over 2472834.85 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05904, over 17240.78 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2805, pruned_loss=0.05033, over 2014379.72 frames. utt_duration=1326 frames, utt_pad_proportion=0.03744, over 6084.64 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2784, pruned_loss=0.05459, over 2474026.01 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06008, over 18383.71 utterances.], batch size: 28, lr: 2.50e-04
2022-08-30 17:21:05,132 INFO [train.py:927] (3/8) Epoch 16, batch 3400, libri_loss[loss=0.1947, simple_loss=0.2911, pruned_loss=0.04918, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00573, over 34.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.28, pruned_loss=0.05471, over 2473073.95 frames. utt_duration=583.3 frames, utt_pad_proportion=0.05659, over 17004.30 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2812, pruned_loss=0.05075, over 2032415.91 frames. utt_duration=1328 frames, utt_pad_proportion=0.03634, over 6128.43 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2798, pruned_loss=0.05506, over 2474031.37 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05821, over 18286.15 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 17:22:45,981 INFO [train.py:927] (3/8) Epoch 16, batch 3450, giga_loss[loss=0.1993, simple_loss=0.2917, pruned_loss=0.05346, over 12339.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03449, over 51.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2824, pruned_loss=0.05535, over 2473567.93 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05727, over 16960.31 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.281, pruned_loss=0.05073, over 2041073.87 frames. utt_duration=1330 frames, utt_pad_proportion=0.03575, over 6143.74 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2824, pruned_loss=0.05572, over 2474419.87 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05883, over 18158.07 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:24:32,936 INFO [train.py:927] (3/8) Epoch 16, batch 3500, giga_loss[loss=0.2243, simple_loss=0.3044, pruned_loss=0.07211, over 12329.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03162, over 66.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2874, pruned_loss=0.05848, over 2473978.28 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05716, over 17458.47 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2811, pruned_loss=0.05072, over 2043322.50 frames. utt_duration=1331 frames, utt_pad_proportion=0.03558, over 6148.02 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2873, pruned_loss=0.05879, over 2474571.13 frames. utt_duration=538.3 frames, utt_pad_proportion=0.05845, over 18438.76 utterances.], batch size: 66, lr: 2.50e-04
2022-08-30 17:26:15,199 INFO [train.py:927] (3/8) Epoch 16, batch 3550, giga_loss[loss=0.2288, simple_loss=0.3094, pruned_loss=0.07415, over 12441.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03233, over 75.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2934, pruned_loss=0.0617, over 2474115.23 frames. utt_duration=548 frames, utt_pad_proportion=0.05991, over 18108.06 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2812, pruned_loss=0.05076, over 2053807.60 frames. utt_duration=1335 frames, utt_pad_proportion=0.03482, over 6162.24 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2934, pruned_loss=0.06211, over 2474758.54 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06114, over 19134.03 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 17:27:59,654 INFO [train.py:927] (3/8) Epoch 16, batch 3600, giga_loss[loss=0.2718, simple_loss=0.3523, pruned_loss=0.09559, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03306, over 97.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3004, pruned_loss=0.06639, over 2473586.99 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06342, over 18489.33 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2816, pruned_loss=0.05071, over 2059732.42 frames. utt_duration=1338 frames, utt_pad_proportion=0.03439, over 6164.82 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3004, pruned_loss=0.06696, over 2474406.72 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06449, over 19471.24 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 17:29:44,954 INFO [train.py:927] (3/8) Epoch 16, batch 3650, giga_loss[loss=0.1892, simple_loss=0.2758, pruned_loss=0.05131, over 12223.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03097, over 42.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3053, pruned_loss=0.06996, over 2472997.92 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06076, over 18674.58 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2815, pruned_loss=0.05061, over 2063630.04 frames. utt_duration=1340 frames, utt_pad_proportion=0.0341, over 6168.15 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3056, pruned_loss=0.07064, over 2473853.75 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06188, over 19554.95 utterances.], batch size: 42, lr: 2.50e-04
2022-08-30 17:31:29,301 INFO [train.py:927] (3/8) Epoch 16, batch 3700, giga_loss[loss=0.2702, simple_loss=0.3462, pruned_loss=0.09711, over 12428.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05174, over 162.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3108, pruned_loss=0.075, over 2473424.34 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07025, over 20053.24 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2818, pruned_loss=0.05078, over 2073295.56 frames. utt_duration=1325 frames, utt_pad_proportion=0.03943, over 6267.94 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3114, pruned_loss=0.07587, over 2474527.27 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06961, over 20953.84 utterances.], batch size: 162, lr: 2.50e-04
2022-08-30 17:33:18,935 INFO [train.py:927] (3/8) Epoch 16, batch 3750, libri_loss[loss=0.2184, simple_loss=0.3099, pruned_loss=0.06343, over 12388.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009384, over 38.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3137, pruned_loss=0.07732, over 2474120.69 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07064, over 19998.32 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2813, pruned_loss=0.05066, over 2083605.14 frames. utt_duration=1330 frames, utt_pad_proportion=0.03864, over 6273.28 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3151, pruned_loss=0.07869, over 2474642.09 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07055, over 21025.33 utterances.], batch size: 38, lr: 2.50e-04
2022-08-30 17:35:03,359 INFO [train.py:927] (3/8) Epoch 16, batch 3800, giga_loss[loss=0.2297, simple_loss=0.3176, pruned_loss=0.07087, over 12430.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03653, over 98.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3155, pruned_loss=0.07976, over 2475217.59 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07671, over 21304.63 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.0511, over 2095493.40 frames. utt_duration=1315 frames, utt_pad_proportion=0.04035, over 6380.28 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3168, pruned_loss=0.08127, over 2475358.28 frames. utt_duration=443.2 frames, utt_pad_proportion=0.0763, over 22415.18 utterances.], batch size: 98, lr: 2.50e-04
2022-08-30 17:36:45,655 INFO [train.py:927] (3/8) Epoch 16, batch 3850, giga_loss[loss=0.2712, simple_loss=0.334, pruned_loss=0.1042, over 12348.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1959, over 365.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3165, pruned_loss=0.08053, over 2475318.32 frames. utt_duration=453.9 frames, utt_pad_proportion=0.0763, over 21885.52 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2817, pruned_loss=0.0508, over 2102991.72 frames. utt_duration=1321 frames, utt_pad_proportion=0.03986, over 6374.76 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3185, pruned_loss=0.08244, over 2475451.49 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07627, over 23026.65 utterances.], batch size: 365, lr: 2.50e-04
2022-08-30 17:38:31,623 INFO [train.py:927] (3/8) Epoch 16, batch 3900, giga_loss[loss=0.2503, simple_loss=0.3285, pruned_loss=0.08605, over 12386.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04124, over 133.00 utterances.], tot_loss[loss=0.24, simple_loss=0.318, pruned_loss=0.08105, over 2475374.19 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07384, over 21959.44 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2818, pruned_loss=0.05072, over 2110345.45 frames. utt_duration=1325 frames, utt_pad_proportion=0.03917, over 6379.25 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3201, pruned_loss=0.08319, over 2475538.04 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07429, over 23150.37 utterances.], batch size: 133, lr: 2.50e-04
2022-08-30 17:40:19,351 INFO [train.py:927] (3/8) Epoch 16, batch 3950, giga_loss[loss=0.2174, simple_loss=0.309, pruned_loss=0.06293, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.02961, over 51.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.317, pruned_loss=0.07941, over 2475543.91 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07698, over 22342.94 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2818, pruned_loss=0.05066, over 2119452.33 frames. utt_duration=1323 frames, utt_pad_proportion=0.03934, over 6416.72 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3195, pruned_loss=0.08182, over 2475616.87 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07738, over 23614.32 utterances.], batch size: 51, lr: 2.50e-04
2022-08-30 17:42:04,017 INFO [train.py:927] (3/8) Epoch 16, batch 4000, giga_loss[loss=0.2361, simple_loss=0.3149, pruned_loss=0.07868, over 12299.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02865, over 45.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3157, pruned_loss=0.07829, over 2475606.69 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07506, over 22732.00 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05072, over 2122648.47 frames. utt_duration=1321 frames, utt_pad_proportion=0.03939, over 6435.45 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3178, pruned_loss=0.0804, over 2475985.09 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07556, over 23861.45 utterances.], batch size: 45, lr: 2.50e-04
2022-08-30 17:43:46,307 INFO [train.py:927] (3/8) Epoch 16, batch 4050, libri_loss[loss=0.254, simple_loss=0.361, pruned_loss=0.07349, over 12368.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01096, over 38.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3145, pruned_loss=0.07697, over 2475706.44 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07723, over 23008.52 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.05092, over 2134544.43 frames. utt_duration=1321 frames, utt_pad_proportion=0.03856, over 6469.83 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3163, pruned_loss=0.07935, over 2476248.65 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0781, over 24418.79 utterances.], batch size: 38, lr: 2.50e-04
2022-08-30 17:45:32,305 INFO [train.py:927] (3/8) Epoch 16, batch 4100, giga_loss[loss=0.2606, simple_loss=0.3357, pruned_loss=0.0927, over 12414.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.232, simple_loss=0.313, pruned_loss=0.07552, over 2475827.70 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07293, over 21842.21 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2836, pruned_loss=0.05112, over 2148056.85 frames. utt_duration=1308 frames, utt_pad_proportion=0.04195, over 6574.10 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3153, pruned_loss=0.07821, over 2476168.25 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07357, over 23467.96 utterances.], batch size: 80, lr: 2.50e-04
2022-08-30 17:47:23,414 INFO [train.py:927] (3/8) Epoch 16, batch 4150, giga_loss[loss=0.224, simple_loss=0.3227, pruned_loss=0.06267, over 12363.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02848, over 91.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3126, pruned_loss=0.07396, over 2475149.71 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07632, over 21905.60 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.0512, over 2162061.16 frames. utt_duration=1304 frames, utt_pad_proportion=0.04181, over 6640.74 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3156, pruned_loss=0.0771, over 2475828.01 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07726, over 23821.38 utterances.], batch size: 91, lr: 2.50e-04
2022-08-30 17:49:07,534 INFO [train.py:927] (3/8) Epoch 16, batch 4200, giga_loss[loss=0.2415, simple_loss=0.3203, pruned_loss=0.08132, over 12436.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04749, over 147.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3113, pruned_loss=0.07255, over 2474837.57 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07769, over 21146.72 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05123, over 2176889.88 frames. utt_duration=1289 frames, utt_pad_proportion=0.04666, over 6763.26 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3152, pruned_loss=0.0761, over 2475842.09 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07767, over 23285.54 utterances.], batch size: 147, lr: 2.50e-04
2022-08-30 17:50:53,509 INFO [train.py:927] (3/8) Epoch 16, batch 4250, giga_loss[loss=0.2214, simple_loss=0.2969, pruned_loss=0.073, over 12193.00 frames. utt_duration=1743 frames, utt_pad_proportion=0.03713, over 28.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3111, pruned_loss=0.0729, over 2474359.84 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07431, over 20764.72 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05146, over 2179628.78 frames. utt_duration=1292 frames, utt_pad_proportion=0.04629, over 6757.63 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3143, pruned_loss=0.0757, over 2475338.47 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07471, over 22568.03 utterances.], batch size: 28, lr: 2.50e-04
2022-08-30 17:52:41,167 INFO [train.py:927] (3/8) Epoch 16, batch 4300, giga_loss[loss=0.2286, simple_loss=0.3064, pruned_loss=0.07539, over 12338.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.04833, over 34.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3094, pruned_loss=0.07262, over 2474870.20 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07898, over 20778.04 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2839, pruned_loss=0.05155, over 2185501.69 frames. utt_duration=1278 frames, utt_pad_proportion=0.05031, over 6845.97 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3122, pruned_loss=0.07516, over 2475632.72 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07815, over 22383.35 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 17:54:28,073 INFO [train.py:927] (3/8) Epoch 16, batch 4350, giga_loss[loss=0.196, simple_loss=0.2875, pruned_loss=0.0522, over 12325.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03193, over 66.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3089, pruned_loss=0.07121, over 2473955.92 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07458, over 20388.98 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05145, over 2188184.21 frames. utt_duration=1281 frames, utt_pad_proportion=0.04991, over 6842.54 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3115, pruned_loss=0.07346, over 2474729.75 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07435, over 21773.56 utterances.], batch size: 66, lr: 2.50e-04
2022-08-30 17:56:15,557 INFO [train.py:927] (3/8) Epoch 16, batch 4400, giga_loss[loss=0.2767, simple_loss=0.3315, pruned_loss=0.111, over 12347.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1131, over 260.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3073, pruned_loss=0.07043, over 2474238.08 frames. utt_duration=494.2 frames, utt_pad_proportion=0.0734, over 20084.85 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2836, pruned_loss=0.05144, over 2191253.71 frames. utt_duration=1283 frames, utt_pad_proportion=0.04951, over 6839.14 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3097, pruned_loss=0.07237, over 2474667.45 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07343, over 21286.24 utterances.], batch size: 260, lr: 2.50e-04
2022-08-30 17:58:03,632 INFO [train.py:927] (3/8) Epoch 16, batch 4450, giga_loss[loss=0.2157, simple_loss=0.2904, pruned_loss=0.07048, over 12419.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3073, pruned_loss=0.07164, over 2474717.53 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07073, over 20687.55 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2835, pruned_loss=0.05142, over 2193991.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.0491, over 6837.77 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3094, pruned_loss=0.07334, over 2475127.73 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07107, over 21752.96 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 17:59:48,228 INFO [train.py:927] (3/8) Epoch 16, batch 4500, giga_loss[loss=0.2207, simple_loss=0.3058, pruned_loss=0.06779, over 12358.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.0317, over 85.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.307, pruned_loss=0.07217, over 2474201.40 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07325, over 20787.98 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.284, pruned_loss=0.05157, over 2199538.35 frames. utt_duration=1281 frames, utt_pad_proportion=0.04932, over 6875.79 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3087, pruned_loss=0.07377, over 2474535.52 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07351, over 21847.38 utterances.], batch size: 85, lr: 2.50e-04
2022-08-30 18:01:29,106 INFO [train.py:927] (3/8) Epoch 16, batch 4550, giga_loss[loss=0.2886, simple_loss=0.3469, pruned_loss=0.1152, over 12389.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09717, over 256.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3038, pruned_loss=0.07054, over 2475054.48 frames. utt_duration=499 frames, utt_pad_proportion=0.0697, over 19896.11 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05141, over 2209161.81 frames. utt_duration=1288 frames, utt_pad_proportion=0.04796, over 6871.12 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3061, pruned_loss=0.07258, over 2475189.26 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07074, over 21181.50 utterances.], batch size: 256, lr: 2.50e-04
2022-08-30 18:03:11,452 INFO [train.py:927] (3/8) Epoch 16, batch 4600, giga_loss[loss=0.2622, simple_loss=0.3523, pruned_loss=0.08601, over 12368.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03155, over 97.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07025, over 2474275.61 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06536, over 19352.34 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05117, over 2214000.62 frames. utt_duration=1291 frames, utt_pad_proportion=0.04728, over 6866.64 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3071, pruned_loss=0.0724, over 2474779.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06678, over 20603.04 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 18:05:01,113 INFO [train.py:927] (3/8) Epoch 16, batch 4650, giga_loss[loss=0.2047, simple_loss=0.3007, pruned_loss=0.05437, over 12430.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0328, over 75.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3038, pruned_loss=0.06884, over 2474841.22 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06298, over 18852.81 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2833, pruned_loss=0.05114, over 2224074.29 frames. utt_duration=1292 frames, utt_pad_proportion=0.04615, over 6892.35 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3065, pruned_loss=0.07125, over 2475388.16 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06485, over 20280.37 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 18:06:49,181 INFO [train.py:927] (3/8) Epoch 16, batch 4700, giga_loss[loss=0.234, simple_loss=0.3077, pruned_loss=0.08008, over 12359.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3054, pruned_loss=0.07031, over 2474490.62 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06942, over 19534.64 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05125, over 2230245.24 frames. utt_duration=1284 frames, utt_pad_proportion=0.0501, over 6957.80 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3079, pruned_loss=0.07256, over 2474950.96 frames. utt_duration=475.3 frames, utt_pad_proportion=0.0694, over 20893.86 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 18:08:34,218 INFO [train.py:927] (3/8) Epoch 16, batch 4750, giga_loss[loss=0.235, simple_loss=0.317, pruned_loss=0.07651, over 12435.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03593, over 105.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3063, pruned_loss=0.07186, over 2474270.90 frames. utt_duration=505 frames, utt_pad_proportion=0.07088, over 19654.90 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05118, over 2235696.85 frames. utt_duration=1290 frames, utt_pad_proportion=0.04921, over 6942.99 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.07415, over 2475165.93 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07118, over 21033.13 utterances.], batch size: 105, lr: 2.50e-04
2022-08-30 18:10:22,024 INFO [train.py:927] (3/8) Epoch 16, batch 4800, giga_loss[loss=0.2341, simple_loss=0.3122, pruned_loss=0.07803, over 12398.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04415, over 146.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3071, pruned_loss=0.07314, over 2474954.59 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07099, over 19729.70 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.0513, over 2242750.55 frames. utt_duration=1291 frames, utt_pad_proportion=0.04805, over 6957.60 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07543, over 2475679.23 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07175, over 21153.26 utterances.], batch size: 146, lr: 2.50e-04
2022-08-30 18:12:05,354 INFO [train.py:927] (3/8) Epoch 16, batch 4850, giga_loss[loss=0.2415, simple_loss=0.3201, pruned_loss=0.08145, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3059, pruned_loss=0.07253, over 2473832.90 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07049, over 19677.42 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05117, over 2250141.07 frames. utt_duration=1298 frames, utt_pad_proportion=0.04676, over 6940.24 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3092, pruned_loss=0.07514, over 2474948.54 frames. utt_duration=467.6 frames, utt_pad_proportion=0.0717, over 21235.83 utterances.], batch size: 146, lr: 2.50e-04
2022-08-30 18:13:51,873 INFO [train.py:927] (3/8) Epoch 16, batch 4900, giga_loss[loss=0.1861, simple_loss=0.2774, pruned_loss=0.04743, over 12454.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3036, pruned_loss=0.07013, over 2473614.03 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06931, over 19334.47 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2829, pruned_loss=0.05115, over 2256408.63 frames. utt_duration=1301 frames, utt_pad_proportion=0.04565, over 6945.92 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3069, pruned_loss=0.07279, over 2474853.97 frames. utt_duration=474.7 frames, utt_pad_proportion=0.0709, over 20920.07 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 18:15:39,985 INFO [train.py:927] (3/8) Epoch 16, batch 4950, giga_loss[loss=0.1996, simple_loss=0.2803, pruned_loss=0.05947, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03162, over 75.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3024, pruned_loss=0.06937, over 2473715.59 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06394, over 18693.96 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05131, over 2262632.11 frames. utt_duration=1298 frames, utt_pad_proportion=0.04528, over 6978.28 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.305, pruned_loss=0.07186, over 2474916.47 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06596, over 20268.45 utterances.], batch size: 75, lr: 2.50e-04
2022-08-30 18:17:26,907 INFO [train.py:927] (3/8) Epoch 16, batch 5000, libri_loss[loss=0.1889, simple_loss=0.2797, pruned_loss=0.04898, over 12458.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008804, over 37.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3049, pruned_loss=0.07058, over 2474811.46 frames. utt_duration=514.6 frames, utt_pad_proportion=0.07032, over 19291.18 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.05132, over 2265981.83 frames. utt_duration=1301 frames, utt_pad_proportion=0.04472, over 6976.64 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3072, pruned_loss=0.07283, over 2475574.69 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07182, over 20722.45 utterances.], batch size: 37, lr: 2.50e-04
2022-08-30 18:19:16,519 INFO [train.py:927] (3/8) Epoch 16, batch 5050, libri_loss[loss=0.2643, simple_loss=0.35, pruned_loss=0.08933, over 12349.00 frames. utt_duration=403 frames, utt_pad_proportion=0.3703, over 123.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3097, pruned_loss=0.07211, over 2475156.82 frames. utt_duration=496.7 frames, utt_pad_proportion=0.07331, over 19990.68 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2844, pruned_loss=0.05188, over 2270822.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.05449, over 7152.40 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3114, pruned_loss=0.07387, over 2476036.77 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07163, over 21239.35 utterances.], batch size: 123, lr: 2.50e-04
2022-08-30 18:21:00,488 INFO [train.py:927] (3/8) Epoch 16, batch 5100, giga_loss[loss=0.2155, simple_loss=0.293, pruned_loss=0.06902, over 12198.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3115, pruned_loss=0.07342, over 2475580.64 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07377, over 20653.55 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2845, pruned_loss=0.05186, over 2274686.50 frames. utt_duration=1274 frames, utt_pad_proportion=0.05361, over 7151.44 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3132, pruned_loss=0.07521, over 2476445.52 frames. utt_duration=454 frames, utt_pad_proportion=0.07284, over 21888.72 utterances.], batch size: 39, lr: 2.50e-04
2022-08-30 18:22:47,985 INFO [train.py:927] (3/8) Epoch 16, batch 5150, giga_loss[loss=0.1801, simple_loss=0.2687, pruned_loss=0.04572, over 12096.00 frames. utt_duration=1730 frames, utt_pad_proportion=0.04438, over 28.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3106, pruned_loss=0.07382, over 2474517.69 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06944, over 19839.97 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2844, pruned_loss=0.05177, over 2280284.58 frames. utt_duration=1280 frames, utt_pad_proportion=0.05249, over 7132.23 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3127, pruned_loss=0.07588, over 2475501.63 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06941, over 21188.18 utterances.], batch size: 28, lr: 2.50e-04
2022-08-30 18:24:33,226 INFO [train.py:927] (3/8) Epoch 16, batch 5200, libri_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05637, over 12415.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02223, over 43.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3086, pruned_loss=0.07358, over 2474945.23 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07379, over 20205.77 utterances.], libri_tot_loss[loss=0.1944, simple_loss=0.2846, pruned_loss=0.05205, over 2287692.12 frames. utt_duration=1266 frames, utt_pad_proportion=0.05596, over 7235.22 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.311, pruned_loss=0.07583, over 2475947.98 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07284, over 21689.19 utterances.], batch size: 43, lr: 2.50e-04
2022-08-30 18:26:20,387 INFO [train.py:927] (3/8) Epoch 16, batch 5250, giga_loss[loss=0.2175, simple_loss=0.3008, pruned_loss=0.06711, over 12412.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03935, over 40.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3061, pruned_loss=0.07248, over 2474352.73 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07474, over 19433.31 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2843, pruned_loss=0.05196, over 2292747.44 frames. utt_duration=1270 frames, utt_pad_proportion=0.05488, over 7228.42 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.309, pruned_loss=0.07494, over 2475578.49 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07443, over 20974.32 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 18:28:05,086 INFO [train.py:927] (3/8) Epoch 16, batch 5300, giga_loss[loss=0.2185, simple_loss=0.3021, pruned_loss=0.06748, over 12354.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.032, over 97.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3053, pruned_loss=0.07262, over 2474243.91 frames. utt_duration=501.4 frames, utt_pad_proportion=0.0745, over 19796.06 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2837, pruned_loss=0.05174, over 2298431.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.05364, over 7205.61 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07542, over 2475746.29 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0748, over 21442.53 utterances.], batch size: 97, lr: 2.50e-04
2022-08-30 18:29:51,750 INFO [train.py:927] (3/8) Epoch 16, batch 5350, giga_loss[loss=0.2751, simple_loss=0.3587, pruned_loss=0.09573, over 12411.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04099, over 40.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3052, pruned_loss=0.07224, over 2474504.10 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06871, over 19450.31 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05169, over 2300896.14 frames. utt_duration=1280 frames, utt_pad_proportion=0.05308, over 7200.50 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3083, pruned_loss=0.07476, over 2475837.21 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06958, over 20919.65 utterances.], batch size: 40, lr: 2.50e-04
2022-08-30 18:31:38,649 INFO [train.py:927] (3/8) Epoch 16, batch 5400, giga_loss[loss=0.2452, simple_loss=0.317, pruned_loss=0.08668, over 12369.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05308, over 161.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3061, pruned_loss=0.07251, over 2473625.82 frames. utt_duration=510 frames, utt_pad_proportion=0.07075, over 19457.87 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2838, pruned_loss=0.05172, over 2303318.22 frames. utt_duration=1281 frames, utt_pad_proportion=0.05239, over 7200.51 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3087, pruned_loss=0.07475, over 2474812.28 frames. utt_duration=477.8 frames, utt_pad_proportion=0.0716, over 20781.47 utterances.], batch size: 161, lr: 2.50e-04
2022-08-30 18:33:24,203 INFO [train.py:927] (3/8) Epoch 16, batch 5450, giga_loss[loss=0.1806, simple_loss=0.2818, pruned_loss=0.03974, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04361, over 31.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.307, pruned_loss=0.07241, over 2473711.78 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07731, over 20189.80 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2834, pruned_loss=0.05161, over 2308179.37 frames. utt_duration=1286 frames, utt_pad_proportion=0.05133, over 7187.62 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.31, pruned_loss=0.07485, over 2474832.48 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0781, over 21592.35 utterances.], batch size: 31, lr: 2.50e-04
2022-08-30 18:35:09,732 INFO [train.py:927] (3/8) Epoch 16, batch 5500, giga_loss[loss=0.4007, simple_loss=0.4108, pruned_loss=0.1953, over 12352.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3101, pruned_loss=0.07301, over 2473123.40 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07811, over 20534.24 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05168, over 2311123.07 frames. utt_duration=1287 frames, utt_pad_proportion=0.05052, over 7190.88 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3127, pruned_loss=0.07524, over 2474285.62 frames. utt_duration=454 frames, utt_pad_proportion=0.07907, over 21868.90 utterances.], batch size: 364, lr: 2.50e-04
2022-08-30 18:36:52,869 INFO [train.py:927] (3/8) Epoch 16, batch 5550, giga_loss[loss=0.1824, simple_loss=0.263, pruned_loss=0.05092, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04388, over 34.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.312, pruned_loss=0.07414, over 2473132.02 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07671, over 20456.38 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2837, pruned_loss=0.05158, over 2313935.51 frames. utt_duration=1290 frames, utt_pad_proportion=0.04966, over 7185.12 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3144, pruned_loss=0.07636, over 2474400.58 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07798, over 21754.03 utterances.], batch size: 34, lr: 2.50e-04
2022-08-30 18:38:36,255 INFO [train.py:927] (3/8) Epoch 16, batch 5600, giga_loss[loss=0.2197, simple_loss=0.2955, pruned_loss=0.07193, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02437, over 45.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3133, pruned_loss=0.07551, over 2473451.55 frames. utt_duration=467.6 frames, utt_pad_proportion=0.08354, over 21226.08 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2841, pruned_loss=0.05173, over 2319390.73 frames. utt_duration=1287 frames, utt_pad_proportion=0.04851, over 7215.10 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3158, pruned_loss=0.07792, over 2474519.96 frames. utt_duration=438 frames, utt_pad_proportion=0.08484, over 22672.72 utterances.], batch size: 45, lr: 2.49e-04
2022-08-30 18:40:21,241 INFO [train.py:927] (3/8) Epoch 16, batch 5650, giga_loss[loss=0.2282, simple_loss=0.3143, pruned_loss=0.07103, over 12395.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04875, over 161.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3141, pruned_loss=0.0753, over 2474069.10 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08647, over 22535.99 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2842, pruned_loss=0.05164, over 2322700.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.04773, over 7217.85 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3166, pruned_loss=0.07771, over 2474689.80 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08773, over 23949.50 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 18:42:06,128 INFO [train.py:927] (3/8) Epoch 16, batch 5700, giga_loss[loss=0.2503, simple_loss=0.3262, pruned_loss=0.08715, over 12344.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03413, over 104.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3154, pruned_loss=0.07564, over 2474017.12 frames. utt_duration=440.9 frames, utt_pad_proportion=0.08623, over 22520.92 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2847, pruned_loss=0.05173, over 2327508.63 frames. utt_duration=1281 frames, utt_pad_proportion=0.05088, over 7275.64 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3179, pruned_loss=0.07819, over 2474858.17 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08668, over 24063.47 utterances.], batch size: 104, lr: 2.49e-04
2022-08-30 18:43:51,626 INFO [train.py:927] (3/8) Epoch 16, batch 5750, giga_loss[loss=0.2052, simple_loss=0.2938, pruned_loss=0.05829, over 12419.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03377, over 75.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3148, pruned_loss=0.07567, over 2474743.78 frames. utt_duration=432 frames, utt_pad_proportion=0.08657, over 22993.63 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2848, pruned_loss=0.05174, over 2328219.09 frames. utt_duration=1281 frames, utt_pad_proportion=0.05069, over 7280.27 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3167, pruned_loss=0.07777, over 2475426.31 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08701, over 24268.56 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 18:45:39,831 INFO [train.py:927] (3/8) Epoch 16, batch 5800, giga_loss[loss=0.3367, simple_loss=0.3766, pruned_loss=0.1485, over 12381.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3112, pruned_loss=0.07414, over 2474844.84 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08349, over 21704.57 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05171, over 2333083.66 frames. utt_duration=1286 frames, utt_pad_proportion=0.04927, over 7264.69 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3136, pruned_loss=0.07658, over 2475563.33 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08473, over 23222.46 utterances.], batch size: 257, lr: 2.49e-04
2022-08-30 18:47:26,250 INFO [train.py:927] (3/8) Epoch 16, batch 5850, giga_loss[loss=0.2186, simple_loss=0.2986, pruned_loss=0.06933, over 12130.00 frames. utt_duration=1734 frames, utt_pad_proportion=0.03858, over 28.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3101, pruned_loss=0.07483, over 2474923.02 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08697, over 22233.70 utterances.], libri_tot_loss[loss=0.1943, simple_loss=0.285, pruned_loss=0.05181, over 2335795.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.05286, over 7341.24 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3124, pruned_loss=0.07709, over 2475592.93 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08708, over 23640.40 utterances.], batch size: 28, lr: 2.49e-04
2022-08-30 18:49:07,109 INFO [train.py:927] (3/8) Epoch 16, batch 5900, giga_loss[loss=0.1869, simple_loss=0.2841, pruned_loss=0.0449, over 12391.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03044, over 62.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3082, pruned_loss=0.07368, over 2474543.15 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08603, over 22336.07 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2846, pruned_loss=0.05168, over 2340391.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.05167, over 7333.43 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3111, pruned_loss=0.0763, over 2475254.99 frames. utt_duration=415.1 frames, utt_pad_proportion=0.08681, over 23936.25 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 18:50:51,124 INFO [train.py:927] (3/8) Epoch 16, batch 5950, giga_loss[loss=0.2073, simple_loss=0.2948, pruned_loss=0.05994, over 12435.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04428, over 134.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3059, pruned_loss=0.07138, over 2474216.85 frames. utt_duration=436.6 frames, utt_pad_proportion=0.08603, over 22746.43 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05153, over 2344473.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.05131, over 7337.48 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07426, over 2475287.49 frames. utt_duration=405.3 frames, utt_pad_proportion=0.08713, over 24517.58 utterances.], batch size: 134, lr: 2.49e-04
2022-08-30 18:52:41,880 INFO [train.py:927] (3/8) Epoch 16, batch 6000, giga_loss[loss=0.2012, simple_loss=0.2742, pruned_loss=0.06411, over 12394.00 frames. utt_duration=973.6 frames, utt_pad_proportion=0.02927, over 51.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3035, pruned_loss=0.07091, over 2473750.16 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08871, over 22898.26 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05134, over 2347092.45 frames. utt_duration=1279 frames, utt_pad_proportion=0.05129, over 7347.78 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3068, pruned_loss=0.07378, over 2475110.03 frames. utt_duration=403.3 frames, utt_pad_proportion=0.08966, over 24636.40 utterances.], batch size: 51, lr: 2.49e-04
2022-08-30 18:52:41,881 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 18:52:56,022 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1785, simple_loss=0.288, pruned_loss=0.03446, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 18:54:37,208 INFO [train.py:927] (3/8) Epoch 16, batch 6050, libri_loss[loss=0.1931, simple_loss=0.2857, pruned_loss=0.05022, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007418, over 37.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3026, pruned_loss=0.06994, over 2473861.45 frames. utt_duration=457.3 frames, utt_pad_proportion=0.0852, over 21706.78 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05147, over 2350469.50 frames. utt_duration=1282 frames, utt_pad_proportion=0.05018, over 7343.39 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3058, pruned_loss=0.07266, over 2475286.20 frames. utt_duration=422.5 frames, utt_pad_proportion=0.08686, over 23517.52 utterances.], batch size: 37, lr: 2.49e-04
2022-08-30 18:56:17,819 INFO [train.py:927] (3/8) Epoch 16, batch 6100, giga_loss[loss=0.2722, simple_loss=0.3418, pruned_loss=0.1012, over 12392.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07341, over 212.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3054, pruned_loss=0.07165, over 2474091.60 frames. utt_duration=451.9 frames, utt_pad_proportion=0.08176, over 21970.10 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05147, over 2351999.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.04991, over 7348.21 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3082, pruned_loss=0.07405, over 2475504.76 frames. utt_duration=421.1 frames, utt_pad_proportion=0.08352, over 23595.63 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 18:57:59,390 INFO [train.py:927] (3/8) Epoch 16, batch 6150, giga_loss[loss=0.2188, simple_loss=0.2985, pruned_loss=0.06953, over 12409.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02904, over 62.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3052, pruned_loss=0.07191, over 2473943.96 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08226, over 21921.14 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05145, over 2355717.85 frames. utt_duration=1288 frames, utt_pad_proportion=0.04878, over 7327.04 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3081, pruned_loss=0.0744, over 2474988.28 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08418, over 23635.42 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 18:59:44,083 INFO [train.py:927] (3/8) Epoch 16, batch 6200, giga_loss[loss=0.2203, simple_loss=0.3012, pruned_loss=0.06974, over 12181.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03209, over 39.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3076, pruned_loss=0.07322, over 2473732.78 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07965, over 22201.33 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05142, over 2356853.01 frames. utt_duration=1289 frames, utt_pad_proportion=0.04838, over 7323.78 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.31, pruned_loss=0.0754, over 2474589.53 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08151, over 23687.84 utterances.], batch size: 39, lr: 2.49e-04
2022-08-30 19:01:26,828 INFO [train.py:927] (3/8) Epoch 16, batch 6250, giga_loss[loss=0.2284, simple_loss=0.3161, pruned_loss=0.07029, over 12445.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03675, over 133.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.309, pruned_loss=0.07433, over 2474425.95 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07863, over 22120.33 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.0512, over 2360312.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.0482, over 7335.68 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.312, pruned_loss=0.07688, over 2475132.18 frames. utt_duration=419.1 frames, utt_pad_proportion=0.08053, over 23707.55 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 19:03:11,175 INFO [train.py:927] (3/8) Epoch 16, batch 6300, libri_loss[loss=0.2236, simple_loss=0.2986, pruned_loss=0.07431, over 12238.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005196, over 34.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3082, pruned_loss=0.07239, over 2473611.76 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07814, over 21057.43 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05124, over 2365857.31 frames. utt_duration=1272 frames, utt_pad_proportion=0.05291, over 7450.07 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3118, pruned_loss=0.07556, over 2474713.82 frames. utt_duration=432.3 frames, utt_pad_proportion=0.07887, over 22975.98 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 19:04:55,353 INFO [train.py:927] (3/8) Epoch 16, batch 6350, giga_loss[loss=0.2364, simple_loss=0.3099, pruned_loss=0.08142, over 12388.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03685, over 113.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3076, pruned_loss=0.07258, over 2473771.46 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07837, over 21423.41 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05123, over 2368745.02 frames. utt_duration=1279 frames, utt_pad_proportion=0.05177, over 7414.08 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3114, pruned_loss=0.0757, over 2474935.66 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07941, over 23364.18 utterances.], batch size: 113, lr: 2.49e-04
2022-08-30 19:06:39,045 INFO [train.py:927] (3/8) Epoch 16, batch 6400, giga_loss[loss=0.1965, simple_loss=0.2887, pruned_loss=0.05213, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02649, over 66.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3078, pruned_loss=0.07377, over 2474052.19 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08362, over 21877.17 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05123, over 2370400.43 frames. utt_duration=1280 frames, utt_pad_proportion=0.05115, over 7413.89 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3111, pruned_loss=0.0765, over 2474902.46 frames. utt_duration=421.1 frames, utt_pad_proportion=0.08434, over 23587.78 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 19:08:23,255 INFO [train.py:927] (3/8) Epoch 16, batch 6450, giga_loss[loss=0.2013, simple_loss=0.2791, pruned_loss=0.06171, over 12416.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04648, over 161.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3068, pruned_loss=0.07353, over 2475113.28 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07829, over 21490.18 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2835, pruned_loss=0.05131, over 2371560.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.05178, over 7445.74 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3095, pruned_loss=0.07581, over 2475675.90 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07912, over 22930.58 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:10:06,415 INFO [train.py:927] (3/8) Epoch 16, batch 6500, giga_loss[loss=0.243, simple_loss=0.3052, pruned_loss=0.09036, over 12341.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2088, over 371.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.07416, over 2475613.74 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08627, over 22092.46 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2839, pruned_loss=0.05145, over 2373916.08 frames. utt_duration=1261 frames, utt_pad_proportion=0.05664, over 7539.55 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.309, pruned_loss=0.07627, over 2475800.57 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08551, over 23411.63 utterances.], batch size: 371, lr: 2.49e-04
2022-08-30 19:11:48,364 INFO [train.py:927] (3/8) Epoch 16, batch 6550, libri_loss[loss=0.2, simple_loss=0.2934, pruned_loss=0.05325, over 12335.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01715, over 41.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3078, pruned_loss=0.07455, over 2475263.05 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08291, over 21600.20 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2842, pruned_loss=0.05146, over 2376442.16 frames. utt_duration=1264 frames, utt_pad_proportion=0.05531, over 7526.53 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.31, pruned_loss=0.07687, over 2475880.99 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08313, over 23069.39 utterances.], batch size: 41, lr: 2.49e-04
2022-08-30 19:13:30,930 INFO [train.py:927] (3/8) Epoch 16, batch 6600, libri_loss[loss=0.1688, simple_loss=0.2608, pruned_loss=0.03845, over 12218.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006114, over 31.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07493, over 2475407.47 frames. utt_duration=467.5 frames, utt_pad_proportion=0.08065, over 21247.27 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2843, pruned_loss=0.05154, over 2378548.78 frames. utt_duration=1267 frames, utt_pad_proportion=0.0542, over 7519.34 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3103, pruned_loss=0.07726, over 2476229.99 frames. utt_duration=437 frames, utt_pad_proportion=0.08147, over 22741.33 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:15:22,904 INFO [train.py:927] (3/8) Epoch 16, batch 6650, giga_loss[loss=0.2512, simple_loss=0.3314, pruned_loss=0.08553, over 12385.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3074, pruned_loss=0.07456, over 2475089.33 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07923, over 21095.43 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.2846, pruned_loss=0.05176, over 2381253.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.05466, over 7575.62 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3095, pruned_loss=0.07683, over 2475887.02 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08018, over 22607.75 utterances.], batch size: 91, lr: 2.49e-04
2022-08-30 19:17:05,568 INFO [train.py:927] (3/8) Epoch 16, batch 6700, giga_loss[loss=0.1981, simple_loss=0.2917, pruned_loss=0.05224, over 12465.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03014, over 75.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.0739, over 2474796.95 frames. utt_duration=467.3 frames, utt_pad_proportion=0.0837, over 21251.81 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2844, pruned_loss=0.05155, over 2384790.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.05388, over 7581.32 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3096, pruned_loss=0.07674, over 2475570.21 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0847, over 22961.78 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 19:18:47,612 INFO [train.py:927] (3/8) Epoch 16, batch 6750, giga_loss[loss=0.2239, simple_loss=0.3047, pruned_loss=0.07154, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3084, pruned_loss=0.07511, over 2473772.28 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08427, over 21557.41 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05129, over 2386494.22 frames. utt_duration=1266 frames, utt_pad_proportion=0.05269, over 7546.28 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3118, pruned_loss=0.07823, over 2475272.15 frames. utt_duration=425.7 frames, utt_pad_proportion=0.08561, over 23338.40 utterances.], batch size: 133, lr: 2.49e-04
2022-08-30 19:20:29,881 INFO [train.py:927] (3/8) Epoch 16, batch 6800, giga_loss[loss=0.308, simple_loss=0.3606, pruned_loss=0.1276, over 12374.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1084, over 259.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3094, pruned_loss=0.0749, over 2473401.14 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08375, over 21490.60 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2837, pruned_loss=0.05121, over 2387507.51 frames. utt_duration=1269 frames, utt_pad_proportion=0.0521, over 7532.19 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07776, over 2474845.05 frames. utt_duration=430 frames, utt_pad_proportion=0.08516, over 23101.64 utterances.], batch size: 259, lr: 2.49e-04
2022-08-30 19:22:13,571 INFO [train.py:927] (3/8) Epoch 16, batch 6850, giga_loss[loss=0.2169, simple_loss=0.3042, pruned_loss=0.06478, over 12417.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03902, over 105.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07479, over 2473484.98 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08246, over 21701.18 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2838, pruned_loss=0.05123, over 2388907.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.05152, over 7535.24 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3122, pruned_loss=0.07735, over 2474514.10 frames. utt_duration=428.7 frames, utt_pad_proportion=0.08396, over 23165.35 utterances.], batch size: 105, lr: 2.49e-04
2022-08-30 19:23:55,039 INFO [train.py:927] (3/8) Epoch 16, batch 6900, giga_loss[loss=0.2666, simple_loss=0.3362, pruned_loss=0.09846, over 12406.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06761, over 184.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07468, over 2473414.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.08119, over 20932.65 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05127, over 2390593.22 frames. utt_duration=1261 frames, utt_pad_proportion=0.05534, over 7591.89 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07711, over 2474240.90 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08163, over 22295.95 utterances.], batch size: 184, lr: 2.49e-04
2022-08-30 19:25:39,383 INFO [train.py:927] (3/8) Epoch 16, batch 6950, giga_loss[loss=0.1924, simple_loss=0.2806, pruned_loss=0.05212, over 12155.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03342, over 36.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.309, pruned_loss=0.07522, over 2473730.02 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0814, over 20595.56 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2834, pruned_loss=0.05115, over 2391514.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.05473, over 7574.12 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3117, pruned_loss=0.07756, over 2474663.41 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08204, over 21865.45 utterances.], batch size: 36, lr: 2.49e-04
2022-08-30 19:27:25,538 INFO [train.py:927] (3/8) Epoch 16, batch 7000, giga_loss[loss=0.238, simple_loss=0.3192, pruned_loss=0.07837, over 12398.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04791, over 161.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3095, pruned_loss=0.07546, over 2474043.05 frames. utt_duration=489 frames, utt_pad_proportion=0.07763, over 20297.10 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2836, pruned_loss=0.05124, over 2393063.98 frames. utt_duration=1269 frames, utt_pad_proportion=0.05412, over 7550.81 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.312, pruned_loss=0.07767, over 2474864.08 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07866, over 21559.11 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 19:29:09,217 INFO [train.py:927] (3/8) Epoch 16, batch 7050, giga_loss[loss=0.226, simple_loss=0.3088, pruned_loss=0.0716, over 12379.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03017, over 97.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3104, pruned_loss=0.07582, over 2474354.55 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07398, over 20326.50 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2835, pruned_loss=0.05115, over 2394451.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05413, over 7555.52 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.0781, over 2475222.61 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07513, over 21555.94 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 19:30:54,047 INFO [train.py:927] (3/8) Epoch 16, batch 7100, giga_loss[loss=0.2164, simple_loss=0.3019, pruned_loss=0.06548, over 12445.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03164, over 55.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3103, pruned_loss=0.07517, over 2474147.91 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07381, over 19995.01 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05124, over 2396055.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.05819, over 7640.26 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3126, pruned_loss=0.07736, over 2474826.02 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07376, over 21125.80 utterances.], batch size: 55, lr: 2.49e-04
2022-08-30 19:32:38,199 INFO [train.py:927] (3/8) Epoch 16, batch 7150, libri_loss[loss=0.1723, simple_loss=0.2615, pruned_loss=0.0415, over 12239.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005177, over 31.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3102, pruned_loss=0.07523, over 2474913.70 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07163, over 20092.46 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2837, pruned_loss=0.05126, over 2397707.41 frames. utt_duration=1257 frames, utt_pad_proportion=0.05756, over 7641.31 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07753, over 2475744.55 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07204, over 21296.43 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:34:21,762 INFO [train.py:927] (3/8) Epoch 16, batch 7200, giga_loss[loss=0.2012, simple_loss=0.2798, pruned_loss=0.06131, over 12405.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02412, over 66.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3086, pruned_loss=0.07463, over 2475528.29 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07009, over 20214.83 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05101, over 2399262.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05676, over 7614.71 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3115, pruned_loss=0.07705, over 2476171.87 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07078, over 21398.74 utterances.], batch size: 66, lr: 2.49e-04
2022-08-30 19:36:06,130 INFO [train.py:927] (3/8) Epoch 16, batch 7250, giga_loss[loss=0.2403, simple_loss=0.3039, pruned_loss=0.08838, over 12369.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2051, over 370.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3052, pruned_loss=0.07336, over 2474806.70 frames. utt_duration=499.1 frames, utt_pad_proportion=0.06994, over 19893.70 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.283, pruned_loss=0.05107, over 2401134.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05571, over 7613.17 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3082, pruned_loss=0.07588, over 2475671.90 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07098, over 21188.76 utterances.], batch size: 370, lr: 2.49e-04
2022-08-30 19:37:53,777 INFO [train.py:927] (3/8) Epoch 16, batch 7300, giga_loss[loss=0.22, simple_loss=0.2985, pruned_loss=0.07073, over 12317.00 frames. utt_duration=705.3 frames, utt_pad_proportion=0.03247, over 70.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3031, pruned_loss=0.07271, over 2474156.49 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06767, over 19326.78 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2828, pruned_loss=0.05096, over 2403512.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.05527, over 7618.41 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3064, pruned_loss=0.07551, over 2475000.07 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06899, over 20734.58 utterances.], batch size: 70, lr: 2.49e-04
2022-08-30 19:39:38,562 INFO [train.py:927] (3/8) Epoch 16, batch 7350, libri_loss[loss=0.1971, simple_loss=0.2924, pruned_loss=0.0509, over 12243.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005396, over 34.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3031, pruned_loss=0.07103, over 2474686.71 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07061, over 20538.82 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2826, pruned_loss=0.05089, over 2404534.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05468, over 7598.25 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3061, pruned_loss=0.07358, over 2475393.89 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07169, over 21845.65 utterances.], batch size: 34, lr: 2.49e-04
2022-08-30 19:41:21,740 INFO [train.py:927] (3/8) Epoch 16, batch 7400, giga_loss[loss=0.2176, simple_loss=0.2958, pruned_loss=0.06972, over 12397.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3007, pruned_loss=0.06776, over 2474998.46 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07033, over 21030.89 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.05065, over 2407187.49 frames. utt_duration=1278 frames, utt_pad_proportion=0.05292, over 7544.37 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07083, over 2475985.70 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07191, over 22702.53 utterances.], batch size: 258, lr: 2.49e-04
2022-08-30 19:43:04,148 INFO [train.py:927] (3/8) Epoch 16, batch 7450, libri_loss[loss=0.1735, simple_loss=0.2561, pruned_loss=0.04542, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00722, over 31.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.299, pruned_loss=0.06498, over 2475151.55 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07232, over 21393.99 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2822, pruned_loss=0.05082, over 2408778.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05621, over 7615.42 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3023, pruned_loss=0.06763, over 2475998.47 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07257, over 22978.63 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 19:44:46,107 INFO [train.py:927] (3/8) Epoch 16, batch 7500, giga_loss[loss=0.2072, simple_loss=0.3055, pruned_loss=0.05445, over 12359.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03231, over 97.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2993, pruned_loss=0.0636, over 2475552.09 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07333, over 21908.13 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.05069, over 2409110.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.05578, over 7603.29 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3023, pruned_loss=0.06591, over 2476503.30 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07361, over 23284.58 utterances.], batch size: 97, lr: 2.49e-04
2022-08-30 19:46:28,293 INFO [train.py:927] (3/8) Epoch 16, batch 7550, giga_loss[loss=0.1873, simple_loss=0.2754, pruned_loss=0.04962, over 12385.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03879, over 145.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2973, pruned_loss=0.0619, over 2475474.29 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07401, over 22430.04 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.05062, over 2409922.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05489, over 7589.38 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2999, pruned_loss=0.064, over 2476676.46 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07454, over 23792.51 utterances.], batch size: 145, lr: 2.49e-04
2022-08-30 19:48:14,028 INFO [train.py:927] (3/8) Epoch 16, batch 7600, giga_loss[loss=0.2036, simple_loss=0.2956, pruned_loss=0.05583, over 12362.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06082, over 2475949.38 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07701, over 23566.82 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2825, pruned_loss=0.0508, over 2410996.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.0629, over 7737.81 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2983, pruned_loss=0.06246, over 2476821.41 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07516, over 24715.82 utterances.], batch size: 91, lr: 2.49e-04
2022-08-30 19:49:58,237 INFO [train.py:927] (3/8) Epoch 16, batch 7650, giga_loss[loss=0.1868, simple_loss=0.2834, pruned_loss=0.04513, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2955, pruned_loss=0.05991, over 2476280.00 frames. utt_duration=421.5 frames, utt_pad_proportion=0.07379, over 23578.76 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05074, over 2411882.46 frames. utt_duration=1252 frames, utt_pad_proportion=0.06225, over 7712.89 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.06138, over 2477046.39 frames. utt_duration=402.2 frames, utt_pad_proportion=0.07268, over 24724.07 utterances.], batch size: 91, lr: 2.49e-04
2022-08-30 19:51:45,632 INFO [train.py:927] (3/8) Epoch 16, batch 7700, giga_loss[loss=0.2015, simple_loss=0.2859, pruned_loss=0.05848, over 12443.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03137, over 80.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.05796, over 2476132.23 frames. utt_duration=419 frames, utt_pad_proportion=0.07149, over 23720.30 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05075, over 2412883.10 frames. utt_duration=1254 frames, utt_pad_proportion=0.06163, over 7707.22 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.294, pruned_loss=0.05923, over 2476691.95 frames. utt_duration=400.3 frames, utt_pad_proportion=0.07092, over 24840.31 utterances.], batch size: 80, lr: 2.49e-04
2022-08-30 19:53:29,046 INFO [train.py:927] (3/8) Epoch 16, batch 7750, libri_loss[loss=0.1517, simple_loss=0.2421, pruned_loss=0.03062, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.0091, over 30.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2909, pruned_loss=0.05743, over 2476655.67 frames. utt_duration=413.9 frames, utt_pad_proportion=0.07002, over 24019.29 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.282, pruned_loss=0.05054, over 2413726.29 frames. utt_duration=1253 frames, utt_pad_proportion=0.06148, over 7715.77 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05877, over 2477515.18 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06975, over 25207.95 utterances.], batch size: 30, lr: 2.49e-04
2022-08-30 19:55:25,968 INFO [train.py:927] (3/8) Epoch 16, batch 7800, giga_loss[loss=0.2136, simple_loss=0.3024, pruned_loss=0.06243, over 12393.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2916, pruned_loss=0.0572, over 2477011.70 frames. utt_duration=393.8 frames, utt_pad_proportion=0.07323, over 25252.65 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.05055, over 2414962.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.06045, over 7708.50 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05837, over 2477700.26 frames. utt_duration=375.7 frames, utt_pad_proportion=0.07318, over 26482.98 utterances.], batch size: 183, lr: 2.49e-04
2022-08-30 19:57:29,552 INFO [train.py:927] (3/8) Epoch 16, batch 7850, giga_loss[loss=0.1882, simple_loss=0.2787, pruned_loss=0.04883, over 12408.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.0496, over 147.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2921, pruned_loss=0.05682, over 2477552.00 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07012, over 24974.19 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05062, over 2417094.02 frames. utt_duration=1252 frames, utt_pad_proportion=0.0597, over 7731.90 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05791, over 2478125.62 frames. utt_duration=375.3 frames, utt_pad_proportion=0.07057, over 26511.28 utterances.], batch size: 147, lr: 2.49e-04
2022-08-30 19:59:31,377 INFO [train.py:927] (3/8) Epoch 16, batch 7900, giga_loss[loss=0.207, simple_loss=0.2934, pruned_loss=0.06026, over 12410.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07365, over 212.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2903, pruned_loss=0.05521, over 2477408.61 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06867, over 25243.60 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2822, pruned_loss=0.05054, over 2417823.10 frames. utt_duration=1255 frames, utt_pad_proportion=0.05901, over 7716.01 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2916, pruned_loss=0.05621, over 2478014.12 frames. utt_duration=372.5 frames, utt_pad_proportion=0.0693, over 26711.19 utterances.], batch size: 212, lr: 2.49e-04
2022-08-30 20:01:40,625 INFO [train.py:927] (3/8) Epoch 16, batch 7950, giga_loss[loss=0.1828, simple_loss=0.2699, pruned_loss=0.0478, over 12411.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02339, over 48.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2879, pruned_loss=0.05387, over 2477101.81 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06744, over 24217.68 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2819, pruned_loss=0.05046, over 2420939.10 frames. utt_duration=1261 frames, utt_pad_proportion=0.05676, over 7686.24 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2895, pruned_loss=0.05498, over 2477929.82 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06884, over 26397.69 utterances.], batch size: 48, lr: 2.49e-04
2022-08-30 20:03:35,868 INFO [train.py:927] (3/8) Epoch 16, batch 8000, giga_loss[loss=0.1735, simple_loss=0.2745, pruned_loss=0.03632, over 12361.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03234, over 62.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2859, pruned_loss=0.05278, over 2477278.61 frames. utt_duration=405 frames, utt_pad_proportion=0.06676, over 24545.65 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2821, pruned_loss=0.0505, over 2421865.31 frames. utt_duration=1259 frames, utt_pad_proportion=0.05682, over 7704.20 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2872, pruned_loss=0.05368, over 2478087.23 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06798, over 26547.84 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 20:05:38,264 INFO [train.py:927] (3/8) Epoch 16, batch 8050, giga_loss[loss=0.1865, simple_loss=0.2824, pruned_loss=0.04529, over 12434.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03461, over 31.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2879, pruned_loss=0.05326, over 2477227.42 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06919, over 25487.23 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.282, pruned_loss=0.05052, over 2422945.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05616, over 7694.80 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.289, pruned_loss=0.05401, over 2478129.69 frames. utt_duration=362.2 frames, utt_pad_proportion=0.0702, over 27465.13 utterances.], batch size: 31, lr: 2.49e-04
2022-08-30 20:07:51,940 INFO [train.py:927] (3/8) Epoch 16, batch 8100, giga_loss[loss=0.2112, simple_loss=0.2948, pruned_loss=0.06376, over 12408.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2863, pruned_loss=0.05246, over 2476890.51 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06967, over 25186.43 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05067, over 2423859.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05518, over 7683.59 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.287, pruned_loss=0.05298, over 2477968.90 frames. utt_duration=366.4 frames, utt_pad_proportion=0.07076, over 27145.14 utterances.], batch size: 80, lr: 2.49e-04
2022-08-30 20:09:53,861 INFO [train.py:927] (3/8) Epoch 16, batch 8150, giga_loss[loss=0.2017, simple_loss=0.3011, pruned_loss=0.05113, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02848, over 55.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2886, pruned_loss=0.0527, over 2477045.90 frames. utt_duration=399.1 frames, utt_pad_proportion=0.0674, over 24901.40 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05068, over 2424265.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05443, over 7656.05 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2895, pruned_loss=0.05317, over 2478504.45 frames. utt_duration=371.2 frames, utt_pad_proportion=0.06869, over 26801.82 utterances.], batch size: 55, lr: 2.49e-04
2022-08-30 20:11:58,309 INFO [train.py:927] (3/8) Epoch 16, batch 8200, giga_loss[loss=0.2112, simple_loss=0.3107, pruned_loss=0.05586, over 12248.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.0269, over 42.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2907, pruned_loss=0.05255, over 2476697.87 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06995, over 24683.69 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2826, pruned_loss=0.05087, over 2425569.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.05746, over 7697.97 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2912, pruned_loss=0.05282, over 2478342.24 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07016, over 26724.45 utterances.], batch size: 42, lr: 2.49e-04
2022-08-30 20:14:06,689 INFO [train.py:927] (3/8) Epoch 16, batch 8250, giga_loss[loss=0.1923, simple_loss=0.2887, pruned_loss=0.04791, over 12437.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04819, over 147.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.291, pruned_loss=0.05241, over 2477100.10 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06916, over 24385.74 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05067, over 2427070.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05622, over 7674.46 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.292, pruned_loss=0.05284, over 2478441.33 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0698, over 26491.31 utterances.], batch size: 147, lr: 2.49e-04
2022-08-30 20:16:31,058 INFO [train.py:927] (3/8) Epoch 16, batch 8300, giga_loss[loss=0.2205, simple_loss=0.3058, pruned_loss=0.06756, over 12332.00 frames. utt_duration=625.4 frames, utt_pad_proportion=0.02585, over 79.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2904, pruned_loss=0.05305, over 2477028.56 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06711, over 23801.37 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05084, over 2428318.87 frames. utt_duration=1270 frames, utt_pad_proportion=0.05536, over 7657.15 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2913, pruned_loss=0.05329, over 2477887.32 frames. utt_duration=386 frames, utt_pad_proportion=0.06804, over 25757.01 utterances.], batch size: 79, lr: 2.49e-04
2022-08-30 20:18:39,397 INFO [train.py:927] (3/8) Epoch 16, batch 8350, giga_loss[loss=0.1932, simple_loss=0.2907, pruned_loss=0.04784, over 12377.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04624, over 146.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2883, pruned_loss=0.05249, over 2477267.24 frames. utt_duration=420 frames, utt_pad_proportion=0.06577, over 23661.00 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.0507, over 2429661.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.05513, over 7668.70 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2894, pruned_loss=0.05286, over 2478037.00 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06675, over 25629.69 utterances.], batch size: 146, lr: 2.49e-04
2022-08-30 20:20:49,781 INFO [train.py:927] (3/8) Epoch 16, batch 8400, libri_loss[loss=0.2092, simple_loss=0.2997, pruned_loss=0.05932, over 12387.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009424, over 38.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2856, pruned_loss=0.05161, over 2477432.43 frames. utt_duration=396.7 frames, utt_pad_proportion=0.0752, over 25054.86 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05079, over 2430652.45 frames. utt_duration=1267 frames, utt_pad_proportion=0.05468, over 7680.15 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2862, pruned_loss=0.05183, over 2478001.31 frames. utt_duration=369.1 frames, utt_pad_proportion=0.07561, over 26938.64 utterances.], batch size: 38, lr: 2.49e-04
2022-08-30 20:22:57,682 INFO [train.py:927] (3/8) Epoch 16, batch 8450, giga_loss[loss=0.2098, simple_loss=0.3017, pruned_loss=0.05893, over 12439.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.04885, over 162.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2868, pruned_loss=0.05227, over 2477998.75 frames. utt_duration=400.9 frames, utt_pad_proportion=0.07261, over 24794.98 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05066, over 2431420.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.05402, over 7660.69 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2875, pruned_loss=0.05258, over 2478578.91 frames. utt_duration=373.8 frames, utt_pad_proportion=0.07335, over 26606.35 utterances.], batch size: 162, lr: 2.49e-04
2022-08-30 20:24:50,919 INFO [train.py:927] (3/8) Epoch 16, batch 8500, giga_loss[loss=0.2008, simple_loss=0.2869, pruned_loss=0.05732, over 12363.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2861, pruned_loss=0.05272, over 2478022.23 frames. utt_duration=406.7 frames, utt_pad_proportion=0.07043, over 24443.86 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2819, pruned_loss=0.0506, over 2432342.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05283, over 7634.16 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.287, pruned_loss=0.05305, over 2478902.37 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07158, over 26365.85 utterances.], batch size: 58, lr: 2.49e-04
2022-08-30 20:27:07,301 INFO [train.py:927] (3/8) Epoch 16, batch 8550, giga_loss[loss=0.2285, simple_loss=0.3296, pruned_loss=0.06375, over 12421.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04755, over 161.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2884, pruned_loss=0.05353, over 2478027.09 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07123, over 24697.90 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05072, over 2432576.18 frames. utt_duration=1264 frames, utt_pad_proportion=0.05714, over 7706.86 utterances.], giga_tot_loss[loss=0.1982, simple_loss=0.2889, pruned_loss=0.0537, over 2478912.01 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07101, over 26295.20 utterances.], batch size: 161, lr: 2.49e-04
2022-08-30 20:29:24,625 INFO [train.py:927] (3/8) Epoch 16, batch 8600, giga_loss[loss=0.1973, simple_loss=0.2766, pruned_loss=0.05905, over 12426.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.06901, over 213.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2874, pruned_loss=0.05272, over 2477180.48 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07115, over 24363.32 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05074, over 2433711.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.0603, over 7756.25 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2881, pruned_loss=0.05292, over 2478483.39 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07044, over 26218.18 utterances.], batch size: 213, lr: 2.49e-04
2022-08-30 20:31:40,410 INFO [train.py:927] (3/8) Epoch 16, batch 8650, giga_loss[loss=0.1965, simple_loss=0.2834, pruned_loss=0.05479, over 12431.00 frames. utt_duration=274.6 frames, utt_pad_proportion=0.05646, over 182.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.283, pruned_loss=0.05165, over 2477201.95 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07374, over 24673.37 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2819, pruned_loss=0.0507, over 2434808.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05894, over 7723.91 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2838, pruned_loss=0.05189, over 2478434.86 frames. utt_duration=373.7 frames, utt_pad_proportion=0.0734, over 26615.63 utterances.], batch size: 182, lr: 2.49e-04
2022-08-30 20:33:28,482 INFO [train.py:927] (3/8) Epoch 16, batch 8700, giga_loss[loss=0.1837, simple_loss=0.2825, pruned_loss=0.04243, over 12456.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03136, over 75.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2827, pruned_loss=0.05142, over 2477312.61 frames. utt_duration=410.3 frames, utt_pad_proportion=0.07075, over 24221.93 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05078, over 2435829.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05791, over 7716.39 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2832, pruned_loss=0.05156, over 2478903.59 frames. utt_duration=376.8 frames, utt_pad_proportion=0.07108, over 26400.96 utterances.], batch size: 75, lr: 2.49e-04
2022-08-30 20:35:31,342 INFO [train.py:927] (3/8) Epoch 16, batch 8750, giga_loss[loss=0.1724, simple_loss=0.275, pruned_loss=0.03485, over 12340.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03363, over 62.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2819, pruned_loss=0.05112, over 2477356.76 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07096, over 24806.60 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05074, over 2436472.29 frames. utt_duration=1268 frames, utt_pad_proportion=0.05704, over 7695.20 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2825, pruned_loss=0.05128, over 2478783.15 frames. utt_duration=370.5 frames, utt_pad_proportion=0.07149, over 26851.21 utterances.], batch size: 62, lr: 2.49e-04
2022-08-30 20:37:43,883 INFO [train.py:927] (3/8) Epoch 16, batch 8800, giga_loss[loss=0.1808, simple_loss=0.2736, pruned_loss=0.04406, over 12421.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2818, pruned_loss=0.05124, over 2477569.26 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07042, over 24584.05 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05068, over 2437517.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05901, over 7730.55 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2823, pruned_loss=0.05146, over 2479251.61 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0706, over 26836.51 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 20:39:55,098 INFO [train.py:927] (3/8) Epoch 16, batch 8850, giga_loss[loss=0.2055, simple_loss=0.2924, pruned_loss=0.05933, over 12380.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.02799, over 121.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2808, pruned_loss=0.05044, over 2478001.90 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06992, over 24469.45 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2817, pruned_loss=0.05053, over 2438227.14 frames. utt_duration=1265 frames, utt_pad_proportion=0.05805, over 7716.07 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2814, pruned_loss=0.05075, over 2479435.64 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07041, over 26578.23 utterances.], batch size: 121, lr: 2.48e-04
2022-08-30 20:41:55,087 INFO [train.py:927] (3/8) Epoch 16, batch 8900, giga_loss[loss=0.1685, simple_loss=0.2695, pruned_loss=0.03379, over 12342.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02942, over 66.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2807, pruned_loss=0.05091, over 2478428.95 frames. utt_duration=416 frames, utt_pad_proportion=0.06674, over 23900.98 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2812, pruned_loss=0.05044, over 2439357.10 frames. utt_duration=1272 frames, utt_pad_proportion=0.05676, over 7678.06 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2816, pruned_loss=0.05125, over 2479647.53 frames. utt_duration=381.7 frames, utt_pad_proportion=0.06776, over 26067.33 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 20:43:53,282 INFO [train.py:927] (3/8) Epoch 16, batch 8950, giga_loss[loss=0.1982, simple_loss=0.2997, pruned_loss=0.04835, over 12337.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03137, over 70.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2812, pruned_loss=0.05033, over 2478438.25 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06813, over 24712.34 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2813, pruned_loss=0.05067, over 2439765.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.05596, over 7649.74 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2818, pruned_loss=0.05036, over 2479717.23 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06906, over 26742.74 utterances.], batch size: 70, lr: 2.48e-04
2022-08-30 20:45:52,099 INFO [train.py:927] (3/8) Epoch 16, batch 9000, giga_loss[loss=0.1846, simple_loss=0.2788, pruned_loss=0.0452, over 12208.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02918, over 39.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05063, over 2477734.06 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06775, over 24691.16 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2811, pruned_loss=0.05047, over 2440646.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.05448, over 7631.23 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2835, pruned_loss=0.05085, over 2479204.57 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06902, over 26906.71 utterances.], batch size: 39, lr: 2.48e-04
2022-08-30 20:45:52,099 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 20:46:06,368 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1737, simple_loss=0.2826, pruned_loss=0.03236, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 20:48:07,039 INFO [train.py:927] (3/8) Epoch 16, batch 9050, giga_loss[loss=0.2003, simple_loss=0.2955, pruned_loss=0.05259, over 12405.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.05056, over 2477772.75 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06747, over 25151.41 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2805, pruned_loss=0.05025, over 2441186.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.05373, over 7601.82 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2838, pruned_loss=0.05092, over 2479103.46 frames. utt_duration=365.4 frames, utt_pad_proportion=0.06871, over 27230.54 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 20:50:03,506 INFO [train.py:927] (3/8) Epoch 16, batch 9100, giga_loss[loss=0.1533, simple_loss=0.2404, pruned_loss=0.03315, over 12354.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.03003, over 66.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2817, pruned_loss=0.05014, over 2478043.54 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06748, over 24409.69 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2804, pruned_loss=0.05022, over 2443125.96 frames. utt_duration=1277 frames, utt_pad_proportion=0.05681, over 7660.04 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05045, over 2478829.35 frames. utt_duration=371.8 frames, utt_pad_proportion=0.0678, over 26754.56 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 20:52:06,496 INFO [train.py:927] (3/8) Epoch 16, batch 9150, giga_loss[loss=0.1985, simple_loss=0.2906, pruned_loss=0.05322, over 12444.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04458, over 134.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2809, pruned_loss=0.05013, over 2477129.86 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06852, over 24669.08 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2802, pruned_loss=0.05027, over 2443330.58 frames. utt_duration=1284 frames, utt_pad_proportion=0.05561, over 7620.74 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2819, pruned_loss=0.05033, over 2478497.00 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06908, over 27046.64 utterances.], batch size: 134, lr: 2.48e-04
2022-08-30 20:54:05,676 INFO [train.py:927] (3/8) Epoch 16, batch 9200, giga_loss[loss=0.2046, simple_loss=0.2784, pruned_loss=0.06543, over 12459.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03316, over 43.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2817, pruned_loss=0.05019, over 2477530.78 frames. utt_duration=413 frames, utt_pad_proportion=0.06592, over 24064.80 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05013, over 2443980.07 frames. utt_duration=1282 frames, utt_pad_proportion=0.05563, over 7636.46 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05046, over 2478640.21 frames. utt_duration=379 frames, utt_pad_proportion=0.06662, over 26241.60 utterances.], batch size: 43, lr: 2.48e-04
2022-08-30 20:55:59,098 INFO [train.py:927] (3/8) Epoch 16, batch 9250, giga_loss[loss=0.2025, simple_loss=0.2959, pruned_loss=0.05458, over 12326.00 frames. utt_duration=796.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2843, pruned_loss=0.05112, over 2477119.80 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06609, over 23340.71 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.28, pruned_loss=0.04992, over 2444879.85 frames. utt_duration=1286 frames, utt_pad_proportion=0.05418, over 7610.65 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2853, pruned_loss=0.05154, over 2478230.59 frames. utt_duration=388.1 frames, utt_pad_proportion=0.0671, over 25619.51 utterances.], batch size: 62, lr: 2.48e-04
2022-08-30 20:58:17,882 INFO [train.py:927] (3/8) Epoch 16, batch 9300, giga_loss[loss=0.1851, simple_loss=0.2705, pruned_loss=0.04986, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02551, over 48.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2854, pruned_loss=0.05159, over 2477693.20 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06694, over 24110.16 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2801, pruned_loss=0.04996, over 2445194.48 frames. utt_duration=1286 frames, utt_pad_proportion=0.05386, over 7613.56 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2861, pruned_loss=0.05191, over 2478570.22 frames. utt_duration=382 frames, utt_pad_proportion=0.06776, over 26036.23 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 21:00:18,191 INFO [train.py:927] (3/8) Epoch 16, batch 9350, giga_loss[loss=0.209, simple_loss=0.2891, pruned_loss=0.0644, over 12405.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2846, pruned_loss=0.0514, over 2477296.75 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06404, over 23789.91 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2802, pruned_loss=0.04995, over 2445422.96 frames. utt_duration=1292 frames, utt_pad_proportion=0.05241, over 7579.62 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2852, pruned_loss=0.0517, over 2478799.80 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06539, over 25879.77 utterances.], batch size: 257, lr: 2.48e-04
2022-08-30 21:02:22,139 INFO [train.py:927] (3/8) Epoch 16, batch 9400, giga_loss[loss=0.2089, simple_loss=0.2886, pruned_loss=0.0646, over 12342.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03077, over 91.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2842, pruned_loss=0.05183, over 2477438.91 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06601, over 24223.89 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05009, over 2445916.53 frames. utt_duration=1292 frames, utt_pad_proportion=0.05182, over 7581.88 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2846, pruned_loss=0.05197, over 2478617.89 frames. utt_duration=381.3 frames, utt_pad_proportion=0.06712, over 26085.68 utterances.], batch size: 91, lr: 2.48e-04
2022-08-30 21:04:21,736 INFO [train.py:927] (3/8) Epoch 16, batch 9450, libri_loss[loss=0.1777, simple_loss=0.2579, pruned_loss=0.04879, over 12406.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006063, over 31.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2831, pruned_loss=0.05126, over 2477553.04 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06906, over 24872.36 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05013, over 2446255.55 frames. utt_duration=1293 frames, utt_pad_proportion=0.05142, over 7575.06 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05134, over 2478456.35 frames. utt_duration=375.1 frames, utt_pad_proportion=0.0699, over 26511.83 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 21:06:25,296 INFO [train.py:927] (3/8) Epoch 16, batch 9500, giga_loss[loss=0.2329, simple_loss=0.3195, pruned_loss=0.07313, over 12393.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1046, over 258.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2834, pruned_loss=0.04984, over 2476625.15 frames. utt_duration=406.6 frames, utt_pad_proportion=0.06964, over 24436.61 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2805, pruned_loss=0.05016, over 2446287.18 frames. utt_duration=1293 frames, utt_pad_proportion=0.051, over 7574.30 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2836, pruned_loss=0.04988, over 2477582.00 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07044, over 25875.61 utterances.], batch size: 258, lr: 2.48e-04
2022-08-30 21:08:28,796 INFO [train.py:927] (3/8) Epoch 16, batch 9550, libri_loss[loss=0.1454, simple_loss=0.2333, pruned_loss=0.02873, over 12205.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.06349, over 27.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2834, pruned_loss=0.04898, over 2476658.63 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06849, over 24141.11 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2803, pruned_loss=0.05005, over 2446640.48 frames. utt_duration=1295 frames, utt_pad_proportion=0.05035, over 7564.89 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2837, pruned_loss=0.04911, over 2477787.65 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06945, over 25658.83 utterances.], batch size: 27, lr: 2.48e-04
2022-08-30 21:10:26,124 INFO [train.py:927] (3/8) Epoch 16, batch 9600, giga_loss[loss=0.1753, simple_loss=0.272, pruned_loss=0.03931, over 12386.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06823, over 212.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2834, pruned_loss=0.04898, over 2476836.09 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06646, over 24478.42 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2805, pruned_loss=0.05014, over 2447179.80 frames. utt_duration=1298 frames, utt_pad_proportion=0.04919, over 7552.30 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2837, pruned_loss=0.04897, over 2478377.22 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06781, over 26346.73 utterances.], batch size: 212, lr: 2.48e-04
2022-08-30 21:12:41,525 INFO [train.py:927] (3/8) Epoch 16, batch 9650, giga_loss[loss=0.2066, simple_loss=0.2985, pruned_loss=0.05736, over 12397.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.2837, pruned_loss=0.0487, over 2477127.15 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06633, over 25453.80 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05017, over 2447600.21 frames. utt_duration=1298 frames, utt_pad_proportion=0.04828, over 7551.47 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2839, pruned_loss=0.04864, over 2478626.11 frames. utt_duration=364.3 frames, utt_pad_proportion=0.06768, over 27307.41 utterances.], batch size: 113, lr: 2.48e-04
2022-08-30 21:15:01,421 INFO [train.py:927] (3/8) Epoch 16, batch 9700, giga_loss[loss=0.1846, simple_loss=0.2818, pruned_loss=0.04367, over 12412.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06606, over 212.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2862, pruned_loss=0.04955, over 2476741.89 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06754, over 25280.88 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05015, over 2447869.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.04773, over 7540.22 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2863, pruned_loss=0.04952, over 2478085.72 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06875, over 26996.60 utterances.], batch size: 212, lr: 2.48e-04
2022-08-30 21:17:22,942 INFO [train.py:927] (3/8) Epoch 16, batch 9750, giga_loss[loss=0.1802, simple_loss=0.2705, pruned_loss=0.04496, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03626, over 105.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2869, pruned_loss=0.05063, over 2477539.37 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06387, over 24874.59 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.281, pruned_loss=0.05029, over 2448455.03 frames. utt_duration=1301 frames, utt_pad_proportion=0.04716, over 7538.11 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2868, pruned_loss=0.05048, over 2478477.84 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06526, over 26456.75 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:19:24,329 INFO [train.py:927] (3/8) Epoch 16, batch 9800, giga_loss[loss=0.2008, simple_loss=0.2964, pruned_loss=0.0526, over 12426.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03744, over 105.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2862, pruned_loss=0.04983, over 2477993.89 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06578, over 24967.39 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2812, pruned_loss=0.0502, over 2449055.42 frames. utt_duration=1303 frames, utt_pad_proportion=0.04654, over 7528.41 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.286, pruned_loss=0.04979, over 2478722.64 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06706, over 26558.66 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:21:21,916 INFO [train.py:927] (3/8) Epoch 16, batch 9850, giga_loss[loss=0.201, simple_loss=0.2971, pruned_loss=0.05248, over 12406.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.194, simple_loss=0.287, pruned_loss=0.0505, over 2478288.19 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06567, over 24813.98 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.281, pruned_loss=0.05018, over 2449880.80 frames. utt_duration=1307 frames, utt_pad_proportion=0.04569, over 7507.35 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2872, pruned_loss=0.05049, over 2478783.56 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06702, over 26499.25 utterances.], batch size: 182, lr: 2.48e-04
2022-08-30 21:23:12,169 INFO [train.py:927] (3/8) Epoch 16, batch 9900, libri_loss[loss=0.1802, simple_loss=0.2673, pruned_loss=0.0466, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.004963, over 31.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2864, pruned_loss=0.05053, over 2477342.45 frames. utt_duration=414.4 frames, utt_pad_proportion=0.06245, over 23978.58 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2808, pruned_loss=0.05004, over 2450040.30 frames. utt_duration=1308 frames, utt_pad_proportion=0.04519, over 7498.78 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2868, pruned_loss=0.05065, over 2477972.68 frames. utt_duration=389 frames, utt_pad_proportion=0.06394, over 25561.05 utterances.], batch size: 31, lr: 2.48e-04
2022-08-30 21:25:03,427 INFO [train.py:927] (3/8) Epoch 16, batch 9950, giga_loss[loss=0.214, simple_loss=0.3078, pruned_loss=0.06011, over 12366.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2856, pruned_loss=0.05051, over 2476993.93 frames. utt_duration=420.3 frames, utt_pad_proportion=0.0624, over 23641.13 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2807, pruned_loss=0.04992, over 2450278.83 frames. utt_duration=1310 frames, utt_pad_proportion=0.04487, over 7489.80 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2862, pruned_loss=0.05071, over 2477514.35 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06372, over 25030.28 utterances.], batch size: 97, lr: 2.48e-04
2022-08-30 21:26:43,983 INFO [train.py:927] (3/8) Epoch 16, batch 10000, giga_loss[loss=0.2092, simple_loss=0.2994, pruned_loss=0.05953, over 12372.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04247, over 133.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2917, pruned_loss=0.05341, over 2476239.65 frames. utt_duration=439.5 frames, utt_pad_proportion=0.06565, over 22602.78 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.281, pruned_loss=0.05013, over 2451128.70 frames. utt_duration=1293 frames, utt_pad_proportion=0.04948, over 7591.48 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.292, pruned_loss=0.05345, over 2476580.17 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06559, over 24048.43 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 21:28:27,616 INFO [train.py:927] (3/8) Epoch 16, batch 10050, giga_loss[loss=0.1739, simple_loss=0.2666, pruned_loss=0.04062, over 12402.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04422, over 146.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2909, pruned_loss=0.0539, over 2475673.96 frames. utt_duration=444.9 frames, utt_pad_proportion=0.06733, over 22323.42 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2809, pruned_loss=0.04998, over 2451142.44 frames. utt_duration=1295 frames, utt_pad_proportion=0.04914, over 7577.58 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2914, pruned_loss=0.05412, over 2476171.15 frames. utt_duration=420.6 frames, utt_pad_proportion=0.06736, over 23619.60 utterances.], batch size: 146, lr: 2.48e-04
2022-08-30 21:30:09,349 INFO [train.py:927] (3/8) Epoch 16, batch 10100, giga_loss[loss=0.175, simple_loss=0.2543, pruned_loss=0.04789, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03613, over 40.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.285, pruned_loss=0.0516, over 2475036.35 frames. utt_duration=466 frames, utt_pad_proportion=0.06646, over 21306.16 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.282, pruned_loss=0.05013, over 2451042.66 frames. utt_duration=1297 frames, utt_pad_proportion=0.04838, over 7569.13 utterances.], giga_tot_loss[loss=0.194, simple_loss=0.2846, pruned_loss=0.05169, over 2475949.20 frames. utt_duration=439.7 frames, utt_pad_proportion=0.06683, over 22592.26 utterances.], batch size: 40, lr: 2.48e-04
2022-08-30 21:31:51,826 INFO [train.py:927] (3/8) Epoch 16, batch 10150, giga_loss[loss=0.1608, simple_loss=0.2484, pruned_loss=0.03655, over 12400.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2776, pruned_loss=0.04938, over 2475070.40 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06608, over 20635.00 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.05006, over 2451644.44 frames. utt_duration=1304 frames, utt_pad_proportion=0.04713, over 7531.12 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2774, pruned_loss=0.04954, over 2476141.77 frames. utt_duration=448 frames, utt_pad_proportion=0.06696, over 22174.52 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 21:33:36,208 INFO [train.py:927] (3/8) Epoch 16, batch 10200, giga_loss[loss=0.1606, simple_loss=0.243, pruned_loss=0.03907, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02906, over 45.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2711, pruned_loss=0.04744, over 2474893.32 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07095, over 20881.92 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2816, pruned_loss=0.05, over 2451991.24 frames. utt_duration=1304 frames, utt_pad_proportion=0.04685, over 7528.66 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2709, pruned_loss=0.04759, over 2475837.88 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07158, over 22343.14 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 21:35:19,555 INFO [train.py:927] (3/8) Epoch 16, batch 10250, giga_loss[loss=0.1647, simple_loss=0.2452, pruned_loss=0.04205, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.1794, simple_loss=0.2665, pruned_loss=0.04617, over 2474989.60 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07271, over 20909.87 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2817, pruned_loss=0.05003, over 2452418.47 frames. utt_duration=1307 frames, utt_pad_proportion=0.04612, over 7516.16 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2661, pruned_loss=0.0462, over 2475759.82 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07348, over 22321.29 utterances.], batch size: 91, lr: 2.48e-04
2022-08-30 21:37:02,209 INFO [train.py:927] (3/8) Epoch 16, batch 10300, giga_loss[loss=0.1775, simple_loss=0.2525, pruned_loss=0.05125, over 12413.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04115, over 37.00 utterances.], tot_loss[loss=0.1754, simple_loss=0.2616, pruned_loss=0.0446, over 2475120.41 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07092, over 20364.32 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2811, pruned_loss=0.04989, over 2452705.31 frames. utt_duration=1312 frames, utt_pad_proportion=0.04559, over 7487.01 utterances.], giga_tot_loss[loss=0.1754, simple_loss=0.2615, pruned_loss=0.04466, over 2475865.84 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07196, over 21751.80 utterances.], batch size: 37, lr: 2.48e-04
2022-08-30 21:38:46,431 INFO [train.py:927] (3/8) Epoch 16, batch 10350, giga_loss[loss=0.1416, simple_loss=0.2278, pruned_loss=0.02772, over 12361.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.1714, simple_loss=0.2571, pruned_loss=0.04285, over 2474845.75 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06762, over 19712.26 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2807, pruned_loss=0.04972, over 2453139.61 frames. utt_duration=1317 frames, utt_pad_proportion=0.04463, over 7461.62 utterances.], giga_tot_loss[loss=0.1713, simple_loss=0.2568, pruned_loss=0.04288, over 2475655.17 frames. utt_duration=468.8 frames, utt_pad_proportion=0.06915, over 21187.51 utterances.], batch size: 70, lr: 2.48e-04
2022-08-30 21:40:29,334 INFO [train.py:927] (3/8) Epoch 16, batch 10400, libri_loss[loss=0.2023, simple_loss=0.3002, pruned_loss=0.05216, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005543, over 35.00 utterances.], tot_loss[loss=0.1685, simple_loss=0.2535, pruned_loss=0.04172, over 2474001.54 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06571, over 19171.67 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2804, pruned_loss=0.04963, over 2453137.30 frames. utt_duration=1316 frames, utt_pad_proportion=0.04445, over 7464.52 utterances.], giga_tot_loss[loss=0.168, simple_loss=0.2527, pruned_loss=0.04163, over 2475232.87 frames. utt_duration=480.3 frames, utt_pad_proportion=0.06733, over 20677.33 utterances.], batch size: 35, lr: 2.48e-04
2022-08-30 21:42:07,992 INFO [train.py:927] (3/8) Epoch 16, batch 10450, giga_loss[loss=0.1515, simple_loss=0.2261, pruned_loss=0.03842, over 12207.00 frames. utt_duration=1880 frames, utt_pad_proportion=0.0591, over 26.00 utterances.], tot_loss[loss=0.1704, simple_loss=0.2546, pruned_loss=0.0431, over 2473584.40 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06986, over 19401.27 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2802, pruned_loss=0.04956, over 2453514.46 frames. utt_duration=1316 frames, utt_pad_proportion=0.0442, over 7463.23 utterances.], giga_tot_loss[loss=0.1695, simple_loss=0.2533, pruned_loss=0.04284, over 2474879.92 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07116, over 20982.84 utterances.], batch size: 26, lr: 2.48e-04
2022-08-30 21:43:49,904 INFO [train.py:927] (3/8) Epoch 16, batch 10500, giga_loss[loss=0.2132, simple_loss=0.2951, pruned_loss=0.06564, over 12346.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03211, over 51.00 utterances.], tot_loss[loss=0.1816, simple_loss=0.2664, pruned_loss=0.04836, over 2473385.51 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06839, over 19529.75 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2803, pruned_loss=0.04967, over 2453856.43 frames. utt_duration=1316 frames, utt_pad_proportion=0.04359, over 7464.98 utterances.], giga_tot_loss[loss=0.1803, simple_loss=0.2648, pruned_loss=0.04795, over 2474680.30 frames. utt_duration=470 frames, utt_pad_proportion=0.06996, over 21127.33 utterances.], batch size: 51, lr: 2.48e-04
2022-08-30 21:45:32,063 INFO [train.py:927] (3/8) Epoch 16, batch 10550, giga_loss[loss=0.2228, simple_loss=0.3048, pruned_loss=0.07037, over 12388.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.188, simple_loss=0.2743, pruned_loss=0.05083, over 2473445.22 frames. utt_duration=517.9 frames, utt_pad_proportion=0.0652, over 19158.27 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2806, pruned_loss=0.04974, over 2454067.46 frames. utt_duration=1315 frames, utt_pad_proportion=0.04322, over 7474.47 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2724, pruned_loss=0.05045, over 2474891.09 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06709, over 20809.20 utterances.], batch size: 258, lr: 2.48e-04
2022-08-30 21:47:15,490 INFO [train.py:927] (3/8) Epoch 16, batch 10600, giga_loss[loss=0.217, simple_loss=0.305, pruned_loss=0.06448, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07061, over 212.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2792, pruned_loss=0.05215, over 2473428.09 frames. utt_duration=490.9 frames, utt_pad_proportion=0.06925, over 20217.25 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2808, pruned_loss=0.04979, over 2454837.06 frames. utt_duration=1309 frames, utt_pad_proportion=0.04308, over 7507.36 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2774, pruned_loss=0.05185, over 2474493.51 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07073, over 21877.73 utterances.], batch size: 212, lr: 2.48e-04
2022-08-30 21:49:04,212 INFO [train.py:927] (3/8) Epoch 16, batch 10650, giga_loss[loss=0.2168, simple_loss=0.3089, pruned_loss=0.06237, over 12440.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03329, over 105.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.283, pruned_loss=0.0539, over 2474106.47 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06687, over 19760.98 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2807, pruned_loss=0.04975, over 2455154.87 frames. utt_duration=1310 frames, utt_pad_proportion=0.04291, over 7507.32 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2816, pruned_loss=0.05372, over 2474831.06 frames. utt_duration=469 frames, utt_pad_proportion=0.06836, over 21175.86 utterances.], batch size: 105, lr: 2.48e-04
2022-08-30 21:50:46,554 INFO [train.py:927] (3/8) Epoch 16, batch 10700, giga_loss[loss=0.2248, simple_loss=0.3116, pruned_loss=0.06903, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.0271, over 45.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05622, over 2473580.05 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06597, over 19452.03 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2812, pruned_loss=0.04982, over 2454950.48 frames. utt_duration=1312 frames, utt_pad_proportion=0.04225, over 7494.22 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05611, over 2474673.07 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06756, over 20801.06 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 21:52:33,370 INFO [train.py:927] (3/8) Epoch 16, batch 10750, libri_loss[loss=0.2069, simple_loss=0.2964, pruned_loss=0.05867, over 12395.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006527, over 34.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05725, over 2474166.92 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06404, over 18987.52 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05001, over 2455239.16 frames. utt_duration=1312 frames, utt_pad_proportion=0.04181, over 7493.80 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2906, pruned_loss=0.05709, over 2475019.19 frames. utt_duration=491.4 frames, utt_pad_proportion=0.0657, over 20206.87 utterances.], batch size: 34, lr: 2.48e-04
2022-08-30 21:54:16,182 INFO [train.py:927] (3/8) Epoch 16, batch 10800, libri_loss[loss=0.2217, simple_loss=0.3134, pruned_loss=0.06499, over 12368.00 frames. utt_duration=952.6 frames, utt_pad_proportion=0.07785, over 52.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2929, pruned_loss=0.05672, over 2473755.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06014, over 18158.54 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2814, pruned_loss=0.04996, over 2455482.61 frames. utt_duration=1309 frames, utt_pad_proportion=0.04198, over 7513.17 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2923, pruned_loss=0.05688, over 2474892.45 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06198, over 19521.40 utterances.], batch size: 52, lr: 2.48e-04
2022-08-30 21:55:56,769 INFO [train.py:927] (3/8) Epoch 16, batch 10850, giga_loss[loss=0.2181, simple_loss=0.3092, pruned_loss=0.06346, over 12451.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0373, over 123.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2921, pruned_loss=0.05569, over 2474121.43 frames. utt_duration=561.8 frames, utt_pad_proportion=0.0605, over 17661.84 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2813, pruned_loss=0.05004, over 2455959.62 frames. utt_duration=1301 frames, utt_pad_proportion=0.04553, over 7560.82 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2922, pruned_loss=0.05596, over 2475238.28 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06087, over 19098.15 utterances.], batch size: 123, lr: 2.48e-04
2022-08-30 21:57:38,460 INFO [train.py:927] (3/8) Epoch 16, batch 10900, giga_loss[loss=0.1673, simple_loss=0.2636, pruned_loss=0.03551, over 12113.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03886, over 30.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2939, pruned_loss=0.05753, over 2473196.56 frames. utt_duration=562.3 frames, utt_pad_proportion=0.0633, over 17641.25 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2816, pruned_loss=0.05017, over 2456392.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.04957, over 7633.23 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.294, pruned_loss=0.05777, over 2474168.19 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06218, over 18983.79 utterances.], batch size: 30, lr: 2.48e-04
2022-08-30 21:59:21,195 INFO [train.py:927] (3/8) Epoch 16, batch 10950, giga_loss[loss=0.226, simple_loss=0.3063, pruned_loss=0.07286, over 12420.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04633, over 161.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05966, over 2472849.57 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06329, over 17500.69 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2819, pruned_loss=0.05029, over 2456588.56 frames. utt_duration=1276 frames, utt_pad_proportion=0.05386, over 7710.83 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2951, pruned_loss=0.0599, over 2473722.74 frames. utt_duration=531.4 frames, utt_pad_proportion=0.0611, over 18672.41 utterances.], batch size: 161, lr: 2.48e-04
2022-08-30 22:01:03,514 INFO [train.py:927] (3/8) Epoch 16, batch 11000, giga_loss[loss=0.1929, simple_loss=0.2848, pruned_loss=0.05051, over 12334.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2942, pruned_loss=0.06023, over 2473525.40 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06595, over 17362.22 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05044, over 2457279.25 frames. utt_duration=1251 frames, utt_pad_proportion=0.06118, over 7869.33 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.294, pruned_loss=0.06055, over 2474033.28 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06142, over 18434.99 utterances.], batch size: 58, lr: 2.48e-04
2022-08-30 22:02:45,707 INFO [train.py:927] (3/8) Epoch 16, batch 11050, giga_loss[loss=0.1945, simple_loss=0.27, pruned_loss=0.0595, over 12137.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0424, over 33.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2923, pruned_loss=0.05904, over 2473077.51 frames. utt_duration=591.3 frames, utt_pad_proportion=0.06113, over 16772.03 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2818, pruned_loss=0.05014, over 2457234.05 frames. utt_duration=1260 frames, utt_pad_proportion=0.05988, over 7808.89 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2931, pruned_loss=0.05986, over 2474004.84 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05822, over 17984.01 utterances.], batch size: 33, lr: 2.48e-04
2022-08-30 22:04:31,961 INFO [train.py:927] (3/8) Epoch 16, batch 11100, giga_loss[loss=0.1741, simple_loss=0.2647, pruned_loss=0.04172, over 12467.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03028, over 75.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2903, pruned_loss=0.05807, over 2473428.75 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06215, over 17008.24 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.282, pruned_loss=0.05028, over 2457775.68 frames. utt_duration=1264 frames, utt_pad_proportion=0.05848, over 7788.87 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.291, pruned_loss=0.05883, over 2474122.84 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06036, over 18236.35 utterances.], batch size: 75, lr: 2.48e-04
2022-08-30 22:06:18,159 INFO [train.py:927] (3/8) Epoch 16, batch 11150, giga_loss[loss=0.1923, simple_loss=0.2763, pruned_loss=0.05411, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02742, over 45.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2857, pruned_loss=0.0563, over 2473251.11 frames. utt_duration=594.3 frames, utt_pad_proportion=0.06103, over 16688.16 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.282, pruned_loss=0.05025, over 2458282.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05777, over 7788.23 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2863, pruned_loss=0.05704, over 2473605.86 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05995, over 17824.57 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 22:08:03,703 INFO [train.py:927] (3/8) Epoch 16, batch 11200, giga_loss[loss=0.2364, simple_loss=0.3173, pruned_loss=0.0777, over 12365.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03432, over 104.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2853, pruned_loss=0.05665, over 2473652.81 frames. utt_duration=534.5 frames, utt_pad_proportion=0.07135, over 18564.95 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2824, pruned_loss=0.05047, over 2458247.28 frames. utt_duration=1267 frames, utt_pad_proportion=0.05714, over 7769.51 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2855, pruned_loss=0.0571, over 2474196.38 frames. utt_duration=505.8 frames, utt_pad_proportion=0.0704, over 19622.89 utterances.], batch size: 104, lr: 2.48e-04
2022-08-30 22:09:46,611 INFO [train.py:927] (3/8) Epoch 16, batch 11250, giga_loss[loss=0.1861, simple_loss=0.272, pruned_loss=0.05009, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02901, over 45.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2838, pruned_loss=0.05584, over 2473613.37 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06788, over 18274.43 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2826, pruned_loss=0.05049, over 2458585.82 frames. utt_duration=1269 frames, utt_pad_proportion=0.05649, over 7758.07 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2838, pruned_loss=0.05626, over 2473958.33 frames. utt_duration=515.4 frames, utt_pad_proportion=0.06757, over 19257.31 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 22:11:32,709 INFO [train.py:927] (3/8) Epoch 16, batch 11300, giga_loss[loss=0.1862, simple_loss=0.2589, pruned_loss=0.05672, over 12349.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02473, over 45.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2804, pruned_loss=0.0551, over 2472902.57 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06494, over 17526.09 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2823, pruned_loss=0.05034, over 2458609.63 frames. utt_duration=1272 frames, utt_pad_proportion=0.0559, over 7742.75 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2806, pruned_loss=0.05564, over 2473330.17 frames. utt_duration=537.5 frames, utt_pad_proportion=0.0651, over 18457.59 utterances.], batch size: 45, lr: 2.48e-04
2022-08-30 22:13:16,003 INFO [train.py:927] (3/8) Epoch 16, batch 11350, giga_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.06234, over 12392.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0338, over 122.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2785, pruned_loss=0.0547, over 2472494.25 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06474, over 17229.28 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05055, over 2458804.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.05911, over 7797.61 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2783, pruned_loss=0.05505, over 2472975.66 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06385, over 18142.27 utterances.], batch size: 122, lr: 2.48e-04
2022-08-30 22:14:57,374 INFO [train.py:927] (3/8) Epoch 16, batch 11400, giga_loss[loss=0.186, simple_loss=0.2707, pruned_loss=0.05062, over 12341.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03229, over 104.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2758, pruned_loss=0.05414, over 2472198.96 frames. utt_duration=592.6 frames, utt_pad_proportion=0.06074, over 16729.30 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05058, over 2458854.63 frames. utt_duration=1265 frames, utt_pad_proportion=0.05845, over 7783.72 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2755, pruned_loss=0.05443, over 2472708.39 frames. utt_duration=564 frames, utt_pad_proportion=0.06047, over 17585.18 utterances.], batch size: 104, lr: 2.48e-04
2022-08-30 22:16:38,136 INFO [train.py:927] (3/8) Epoch 16, batch 11450, giga_loss[loss=0.182, simple_loss=0.2688, pruned_loss=0.0476, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03237, over 97.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2741, pruned_loss=0.05376, over 2472570.81 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06332, over 16860.52 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05064, over 2458789.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05813, over 7790.92 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2736, pruned_loss=0.05402, over 2473345.39 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06314, over 17728.07 utterances.], batch size: 97, lr: 2.48e-04
2022-08-30 22:18:19,090 INFO [train.py:927] (3/8) Epoch 16, batch 11500, giga_loss[loss=0.2169, simple_loss=0.3007, pruned_loss=0.06657, over 12413.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03873, over 133.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2721, pruned_loss=0.0525, over 2472103.03 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06162, over 16507.50 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05054, over 2458919.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05729, over 7770.18 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2716, pruned_loss=0.05283, over 2472831.23 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06189, over 17365.56 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 22:20:01,884 INFO [train.py:927] (3/8) Epoch 16, batch 11550, giga_loss[loss=0.1994, simple_loss=0.2861, pruned_loss=0.0563, over 12429.00 frames. utt_duration=858.6 frames, utt_pad_proportion=0.02649, over 58.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2744, pruned_loss=0.05396, over 2471793.28 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06127, over 16189.06 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05048, over 2458767.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.05563, over 7724.14 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2741, pruned_loss=0.05437, over 2473019.98 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06229, over 17240.25 utterances.], batch size: 58, lr: 2.48e-04
2022-08-30 22:21:46,493 INFO [train.py:927] (3/8) Epoch 16, batch 11600, libri_loss[loss=0.255, simple_loss=0.3454, pruned_loss=0.08234, over 12322.00 frames. utt_duration=434 frames, utt_pad_proportion=0.3229, over 114.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.28, pruned_loss=0.05683, over 2471278.48 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06823, over 16774.05 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05037, over 2458692.51 frames. utt_duration=1268 frames, utt_pad_proportion=0.05849, over 7762.86 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2797, pruned_loss=0.05757, over 2473026.45 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06769, over 18076.50 utterances.], batch size: 114, lr: 2.48e-04
2022-08-30 22:23:33,622 INFO [train.py:927] (3/8) Epoch 16, batch 11650, giga_loss[loss=0.2262, simple_loss=0.3172, pruned_loss=0.06759, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02927, over 48.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2852, pruned_loss=0.05871, over 2471488.50 frames. utt_duration=576 frames, utt_pad_proportion=0.07056, over 17208.74 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2821, pruned_loss=0.05045, over 2459193.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.0623, over 7823.98 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2849, pruned_loss=0.05936, over 2472656.30 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06879, over 18357.65 utterances.], batch size: 48, lr: 2.48e-04
2022-08-30 22:25:17,490 INFO [train.py:927] (3/8) Epoch 16, batch 11700, libri_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.06191, over 12145.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006152, over 35.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2906, pruned_loss=0.06105, over 2471314.80 frames. utt_duration=560.2 frames, utt_pad_proportion=0.07131, over 17693.43 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2815, pruned_loss=0.05023, over 2459279.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.06012, over 7774.05 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2912, pruned_loss=0.06217, over 2472774.46 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07076, over 19097.99 utterances.], batch size: 35, lr: 2.48e-04
2022-08-30 22:27:03,721 INFO [train.py:927] (3/8) Epoch 16, batch 11750, giga_loss[loss=0.1872, simple_loss=0.2793, pruned_loss=0.0475, over 12374.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03039, over 85.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2899, pruned_loss=0.05918, over 2470457.48 frames. utt_duration=562.8 frames, utt_pad_proportion=0.07123, over 17606.55 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2813, pruned_loss=0.05002, over 2459178.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05995, over 7783.52 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2907, pruned_loss=0.06048, over 2471968.72 frames. utt_duration=523.5 frames, utt_pad_proportion=0.071, over 18943.32 utterances.], batch size: 85, lr: 2.48e-04
2022-08-30 22:28:47,302 INFO [train.py:927] (3/8) Epoch 16, batch 11800, libri_loss[loss=0.1818, simple_loss=0.2777, pruned_loss=0.04296, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006767, over 34.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2894, pruned_loss=0.05808, over 2471044.92 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06759, over 17746.78 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2811, pruned_loss=0.04992, over 2459207.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05929, over 7765.85 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2905, pruned_loss=0.05932, over 2472366.60 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06791, over 18956.03 utterances.], batch size: 34, lr: 2.48e-04
2022-08-30 22:30:32,295 INFO [train.py:927] (3/8) Epoch 16, batch 11850, giga_loss[loss=0.2038, simple_loss=0.2976, pruned_loss=0.05503, over 12282.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02629, over 54.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.291, pruned_loss=0.05822, over 2470420.53 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06828, over 17721.07 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2813, pruned_loss=0.04991, over 2459331.48 frames. utt_duration=1263 frames, utt_pad_proportion=0.05944, over 7798.32 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2919, pruned_loss=0.05952, over 2471763.79 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06859, over 19000.31 utterances.], batch size: 54, lr: 2.48e-04
2022-08-30 22:32:18,361 INFO [train.py:927] (3/8) Epoch 16, batch 11900, giga_loss[loss=0.2198, simple_loss=0.2998, pruned_loss=0.06992, over 12363.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02663, over 66.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2925, pruned_loss=0.05952, over 2471229.23 frames. utt_duration=553.2 frames, utt_pad_proportion=0.07051, over 17918.25 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2812, pruned_loss=0.04992, over 2459675.55 frames. utt_duration=1266 frames, utt_pad_proportion=0.05836, over 7781.56 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2935, pruned_loss=0.06073, over 2472252.74 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07107, over 19173.17 utterances.], batch size: 66, lr: 2.48e-04
2022-08-30 22:34:04,212 INFO [train.py:927] (3/8) Epoch 16, batch 11950, giga_loss[loss=0.2309, simple_loss=0.3097, pruned_loss=0.07603, over 12378.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07491, over 212.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2935, pruned_loss=0.06075, over 2471581.29 frames. utt_duration=563.8 frames, utt_pad_proportion=0.06848, over 17581.90 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2811, pruned_loss=0.0499, over 2460093.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.05726, over 7756.39 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2947, pruned_loss=0.06196, over 2472262.24 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06958, over 18832.87 utterances.], batch size: 212, lr: 2.48e-04
2022-08-30 22:35:49,135 INFO [train.py:927] (3/8) Epoch 16, batch 12000, giga_loss[loss=0.2192, simple_loss=0.2997, pruned_loss=0.0693, over 12224.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.0321, over 42.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2952, pruned_loss=0.06145, over 2471239.65 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06827, over 17220.58 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2813, pruned_loss=0.04999, over 2460420.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05596, over 7728.04 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2963, pruned_loss=0.06263, over 2471799.22 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06978, over 18502.12 utterances.], batch size: 42, lr: 2.48e-04
2022-08-30 22:35:49,136 INFO [train.py:958] (3/8) Computing validation loss
2022-08-30 22:36:03,781 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1761, simple_loss=0.2861, pruned_loss=0.03306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-30 22:37:45,071 INFO [train.py:927] (3/8) Epoch 16, batch 12050, giga_loss[loss=0.1937, simple_loss=0.2836, pruned_loss=0.05188, over 12433.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.037, over 133.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.06103, over 2470692.04 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06534, over 16654.36 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2814, pruned_loss=0.05012, over 2460552.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05466, over 7697.14 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2969, pruned_loss=0.06221, over 2471342.64 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06746, over 18010.71 utterances.], batch size: 133, lr: 2.48e-04
2022-08-30 22:39:27,115 INFO [train.py:927] (3/8) Epoch 16, batch 12100, giga_loss[loss=0.2414, simple_loss=0.3225, pruned_loss=0.08017, over 12410.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02529, over 91.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.296, pruned_loss=0.06183, over 2471395.54 frames. utt_duration=612.1 frames, utt_pad_proportion=0.06087, over 16190.91 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2815, pruned_loss=0.05026, over 2461023.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05408, over 7695.34 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2973, pruned_loss=0.063, over 2471840.07 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06332, over 17549.73 utterances.], batch size: 91, lr: 2.47e-04
2022-08-30 22:41:07,689 INFO [train.py:927] (3/8) Epoch 16, batch 12150, giga_loss[loss=0.2401, simple_loss=0.327, pruned_loss=0.07655, over 12372.00 frames. utt_duration=620 frames, utt_pad_proportion=0.03569, over 80.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2949, pruned_loss=0.0617, over 2471243.61 frames. utt_duration=630 frames, utt_pad_proportion=0.06034, over 15728.25 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2817, pruned_loss=0.05043, over 2461571.39 frames. utt_duration=1285 frames, utt_pad_proportion=0.0526, over 7669.46 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2962, pruned_loss=0.06283, over 2471412.37 frames. utt_duration=579.4 frames, utt_pad_proportion=0.0631, over 17106.59 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 22:42:49,826 INFO [train.py:927] (3/8) Epoch 16, batch 12200, giga_loss[loss=0.2357, simple_loss=0.3188, pruned_loss=0.07633, over 12360.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07523, over 212.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2951, pruned_loss=0.06198, over 2471820.20 frames. utt_duration=634.8 frames, utt_pad_proportion=0.05598, over 15611.14 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2813, pruned_loss=0.05037, over 2461539.62 frames. utt_duration=1292 frames, utt_pad_proportion=0.05176, over 7632.12 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2968, pruned_loss=0.06319, over 2472186.22 frames. utt_duration=586.3 frames, utt_pad_proportion=0.0589, over 16909.82 utterances.], batch size: 212, lr: 2.47e-04
2022-08-30 22:44:32,749 INFO [train.py:927] (3/8) Epoch 16, batch 12250, giga_loss[loss=0.1903, simple_loss=0.2774, pruned_loss=0.05163, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03719, over 40.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2948, pruned_loss=0.06165, over 2471586.52 frames. utt_duration=638.4 frames, utt_pad_proportion=0.05966, over 15522.85 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05035, over 2461646.72 frames. utt_duration=1295 frames, utt_pad_proportion=0.05092, over 7612.43 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2968, pruned_loss=0.063, over 2472101.59 frames. utt_duration=588.8 frames, utt_pad_proportion=0.06218, over 16835.56 utterances.], batch size: 40, lr: 2.47e-04
2022-08-30 22:46:12,390 INFO [train.py:927] (3/8) Epoch 16, batch 12300, giga_loss[loss=0.2202, simple_loss=0.3032, pruned_loss=0.06858, over 12354.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03654, over 122.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2941, pruned_loss=0.06144, over 2471750.27 frames. utt_duration=638.4 frames, utt_pad_proportion=0.06228, over 15522.36 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2817, pruned_loss=0.05094, over 2462146.84 frames. utt_duration=1294 frames, utt_pad_proportion=0.04972, over 7618.99 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2957, pruned_loss=0.06247, over 2472103.94 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06483, over 16900.61 utterances.], batch size: 122, lr: 2.47e-04
2022-08-30 22:47:54,141 INFO [train.py:927] (3/8) Epoch 16, batch 12350, giga_loss[loss=0.1767, simple_loss=0.2643, pruned_loss=0.04451, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.06069, over 2471905.04 frames. utt_duration=620.9 frames, utt_pad_proportion=0.06761, over 15962.96 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2817, pruned_loss=0.05102, over 2462090.74 frames. utt_duration=1298 frames, utt_pad_proportion=0.04914, over 7593.85 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2935, pruned_loss=0.0616, over 2472396.73 frames. utt_duration=576 frames, utt_pad_proportion=0.06952, over 17215.15 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 22:49:34,574 INFO [train.py:927] (3/8) Epoch 16, batch 12400, libri_loss[loss=0.2227, simple_loss=0.3088, pruned_loss=0.0683, over 12399.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02471, over 43.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2915, pruned_loss=0.06084, over 2471386.22 frames. utt_duration=612.4 frames, utt_pad_proportion=0.06784, over 16183.00 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2821, pruned_loss=0.05129, over 2461936.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.05309, over 7663.89 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2924, pruned_loss=0.06149, over 2472110.41 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06802, over 17280.61 utterances.], batch size: 43, lr: 2.47e-04
2022-08-30 22:51:17,094 INFO [train.py:927] (3/8) Epoch 16, batch 12450, giga_loss[loss=0.1779, simple_loss=0.2542, pruned_loss=0.0508, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02538, over 45.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2887, pruned_loss=0.05959, over 2471108.13 frames. utt_duration=646.8 frames, utt_pad_proportion=0.06175, over 15316.99 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2824, pruned_loss=0.05159, over 2462148.95 frames. utt_duration=1288 frames, utt_pad_proportion=0.0516, over 7657.34 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2895, pruned_loss=0.06019, over 2471884.59 frames. utt_duration=599.2 frames, utt_pad_proportion=0.06314, over 16542.00 utterances.], batch size: 45, lr: 2.47e-04
2022-08-30 22:53:00,435 INFO [train.py:927] (3/8) Epoch 16, batch 12500, giga_loss[loss=0.1799, simple_loss=0.2643, pruned_loss=0.04776, over 12327.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02789, over 74.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2856, pruned_loss=0.05827, over 2470405.23 frames. utt_duration=638.1 frames, utt_pad_proportion=0.06, over 15521.36 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2823, pruned_loss=0.05195, over 2461730.84 frames. utt_duration=1292 frames, utt_pad_proportion=0.05008, over 7630.04 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2865, pruned_loss=0.05875, over 2471839.94 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06209, over 16913.12 utterances.], batch size: 74, lr: 2.47e-04
2022-08-30 22:54:42,702 INFO [train.py:927] (3/8) Epoch 16, batch 12550, giga_loss[loss=0.1956, simple_loss=0.2929, pruned_loss=0.04917, over 12394.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03906, over 105.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2841, pruned_loss=0.05763, over 2470772.28 frames. utt_duration=623.6 frames, utt_pad_proportion=0.05961, over 15885.79 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2824, pruned_loss=0.05221, over 2461941.48 frames. utt_duration=1292 frames, utt_pad_proportion=0.04941, over 7630.32 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2848, pruned_loss=0.05792, over 2471937.13 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06169, over 17220.92 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 22:56:25,525 INFO [train.py:927] (3/8) Epoch 16, batch 12600, giga_loss[loss=0.181, simple_loss=0.2824, pruned_loss=0.03975, over 12362.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02752, over 66.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2851, pruned_loss=0.05746, over 2470638.97 frames. utt_duration=601.7 frames, utt_pad_proportion=0.06347, over 16466.03 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2827, pruned_loss=0.05241, over 2462093.06 frames. utt_duration=1284 frames, utt_pad_proportion=0.05302, over 7680.69 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2854, pruned_loss=0.05768, over 2471745.89 frames. utt_duration=558 frames, utt_pad_proportion=0.06351, over 17765.52 utterances.], batch size: 66, lr: 2.47e-04
2022-08-30 22:58:11,339 INFO [train.py:927] (3/8) Epoch 16, batch 12650, giga_loss[loss=0.2001, simple_loss=0.2934, pruned_loss=0.05342, over 12396.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03875, over 105.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2867, pruned_loss=0.05768, over 2471889.72 frames. utt_duration=569.8 frames, utt_pad_proportion=0.0638, over 17398.24 utterances.], libri_tot_loss[loss=0.1939, simple_loss=0.2827, pruned_loss=0.05253, over 2462171.59 frames. utt_duration=1285 frames, utt_pad_proportion=0.05284, over 7673.29 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.287, pruned_loss=0.05778, over 2472729.00 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06389, over 18464.19 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 22:59:51,457 INFO [train.py:927] (3/8) Epoch 16, batch 12700, giga_loss[loss=0.2058, simple_loss=0.2944, pruned_loss=0.05866, over 12457.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03143, over 92.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2859, pruned_loss=0.05647, over 2472446.78 frames. utt_duration=550.3 frames, utt_pad_proportion=0.0649, over 18020.98 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.283, pruned_loss=0.05272, over 2461999.65 frames. utt_duration=1287 frames, utt_pad_proportion=0.05222, over 7658.28 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2859, pruned_loss=0.05641, over 2473420.33 frames. utt_duration=521.6 frames, utt_pad_proportion=0.0652, over 19023.58 utterances.], batch size: 92, lr: 2.47e-04
2022-08-30 23:01:34,511 INFO [train.py:927] (3/8) Epoch 16, batch 12750, giga_loss[loss=0.1991, simple_loss=0.2903, pruned_loss=0.05399, over 12397.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04025, over 133.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2867, pruned_loss=0.05718, over 2472168.51 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06586, over 18153.06 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2835, pruned_loss=0.05317, over 2462289.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.0565, over 7739.42 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2863, pruned_loss=0.0568, over 2472824.71 frames. utt_duration=522 frames, utt_pad_proportion=0.06467, over 19003.68 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 23:03:13,887 INFO [train.py:927] (3/8) Epoch 16, batch 12800, giga_loss[loss=0.2163, simple_loss=0.3057, pruned_loss=0.06347, over 12405.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07285, over 212.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2877, pruned_loss=0.05739, over 2472561.29 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06291, over 17553.65 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2835, pruned_loss=0.05347, over 2462652.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.06115, over 7818.59 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2875, pruned_loss=0.05692, over 2472978.61 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06049, over 18385.91 utterances.], batch size: 212, lr: 2.47e-04
2022-08-30 23:04:57,394 INFO [train.py:927] (3/8) Epoch 16, batch 12850, giga_loss[loss=0.1885, simple_loss=0.2834, pruned_loss=0.04685, over 12375.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05007, over 161.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2889, pruned_loss=0.05766, over 2473265.37 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05803, over 17078.81 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2836, pruned_loss=0.05369, over 2462884.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.06017, over 7810.02 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2888, pruned_loss=0.05717, over 2473622.26 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05664, over 17961.69 utterances.], batch size: 161, lr: 2.47e-04
2022-08-30 23:06:38,781 INFO [train.py:927] (3/8) Epoch 16, batch 12900, giga_loss[loss=0.1972, simple_loss=0.2958, pruned_loss=0.04935, over 12317.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02868, over 74.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.29, pruned_loss=0.05792, over 2472974.75 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05483, over 16704.10 utterances.], libri_tot_loss[loss=0.1962, simple_loss=0.2841, pruned_loss=0.05408, over 2462964.25 frames. utt_duration=1263 frames, utt_pad_proportion=0.05908, over 7806.66 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2896, pruned_loss=0.05728, over 2473471.43 frames. utt_duration=561.8 frames, utt_pad_proportion=0.05423, over 17659.43 utterances.], batch size: 74, lr: 2.47e-04
2022-08-30 23:08:20,254 INFO [train.py:927] (3/8) Epoch 16, batch 12950, giga_loss[loss=0.1711, simple_loss=0.25, pruned_loss=0.04614, over 12243.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03039, over 42.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2904, pruned_loss=0.05836, over 2473337.60 frames. utt_duration=583.3 frames, utt_pad_proportion=0.0533, over 17005.55 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2846, pruned_loss=0.05451, over 2463336.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.0579, over 7791.69 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2898, pruned_loss=0.05757, over 2473631.06 frames. utt_duration=552.2 frames, utt_pad_proportion=0.0533, over 17966.74 utterances.], batch size: 42, lr: 2.47e-04
2022-08-30 23:09:57,603 INFO [train.py:927] (3/8) Epoch 16, batch 13000, giga_loss[loss=0.1818, simple_loss=0.2662, pruned_loss=0.04873, over 12368.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03236, over 51.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2881, pruned_loss=0.05789, over 2473964.74 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05382, over 16650.25 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2844, pruned_loss=0.05462, over 2463576.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05639, over 7753.64 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2879, pruned_loss=0.05728, over 2474295.26 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05433, over 17730.33 utterances.], batch size: 51, lr: 2.47e-04
2022-08-30 23:11:37,114 INFO [train.py:927] (3/8) Epoch 16, batch 13050, giga_loss[loss=0.2091, simple_loss=0.2991, pruned_loss=0.05956, over 12377.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02707, over 91.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2881, pruned_loss=0.05738, over 2474558.59 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05946, over 17284.60 utterances.], libri_tot_loss[loss=0.1974, simple_loss=0.2848, pruned_loss=0.05497, over 2463903.17 frames. utt_duration=1261 frames, utt_pad_proportion=0.05978, over 7824.73 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2876, pruned_loss=0.05663, over 2474752.74 frames. utt_duration=542.7 frames, utt_pad_proportion=0.0582, over 18291.24 utterances.], batch size: 91, lr: 2.47e-04
2022-08-30 23:13:15,590 INFO [train.py:927] (3/8) Epoch 16, batch 13100, giga_loss[loss=0.1948, simple_loss=0.2772, pruned_loss=0.05617, over 12411.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.03839, over 105.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2876, pruned_loss=0.05702, over 2475354.96 frames. utt_duration=542.7 frames, utt_pad_proportion=0.0641, over 18295.60 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2846, pruned_loss=0.05491, over 2464018.66 frames. utt_duration=1263 frames, utt_pad_proportion=0.0596, over 7814.60 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2874, pruned_loss=0.05649, over 2475456.13 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06302, over 19130.56 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:14:52,019 INFO [train.py:927] (3/8) Epoch 16, batch 13150, giga_loss[loss=0.1982, simple_loss=0.2823, pruned_loss=0.05703, over 12439.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02988, over 80.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2869, pruned_loss=0.05733, over 2474348.67 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06459, over 18457.15 utterances.], libri_tot_loss[loss=0.1975, simple_loss=0.2849, pruned_loss=0.05509, over 2463911.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05949, over 7826.99 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2865, pruned_loss=0.05679, over 2474706.92 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06378, over 19284.66 utterances.], batch size: 80, lr: 2.47e-04
2022-08-30 23:16:31,627 INFO [train.py:927] (3/8) Epoch 16, batch 13200, giga_loss[loss=0.1884, simple_loss=0.277, pruned_loss=0.04991, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03198, over 58.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2854, pruned_loss=0.05743, over 2474470.77 frames. utt_duration=552.8 frames, utt_pad_proportion=0.06236, over 17954.61 utterances.], libri_tot_loss[loss=0.1977, simple_loss=0.285, pruned_loss=0.05525, over 2463949.44 frames. utt_duration=1265 frames, utt_pad_proportion=0.05775, over 7799.59 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2851, pruned_loss=0.05693, over 2475176.00 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06252, over 19097.47 utterances.], batch size: 58, lr: 2.47e-04
2022-08-30 23:18:10,697 INFO [train.py:927] (3/8) Epoch 16, batch 13250, giga_loss[loss=0.203, simple_loss=0.2866, pruned_loss=0.05966, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02674, over 91.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2833, pruned_loss=0.05669, over 2473521.81 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05734, over 17478.09 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2847, pruned_loss=0.05539, over 2463467.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05612, over 7755.26 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2832, pruned_loss=0.05621, over 2474933.25 frames. utt_duration=527.6 frames, utt_pad_proportion=0.05841, over 18816.32 utterances.], batch size: 91, lr: 2.47e-04
2022-08-30 23:19:50,893 INFO [train.py:927] (3/8) Epoch 16, batch 13300, giga_loss[loss=0.2171, simple_loss=0.2952, pruned_loss=0.06949, over 12363.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 182.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2804, pruned_loss=0.05589, over 2474219.41 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05436, over 17304.77 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2847, pruned_loss=0.05558, over 2463906.09 frames. utt_duration=1275 frames, utt_pad_proportion=0.05523, over 7739.30 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2803, pruned_loss=0.05535, over 2475124.35 frames. utt_duration=535 frames, utt_pad_proportion=0.05576, over 18558.75 utterances.], batch size: 182, lr: 2.47e-04
2022-08-30 23:21:32,435 INFO [train.py:927] (3/8) Epoch 16, batch 13350, libri_loss[loss=0.2141, simple_loss=0.2988, pruned_loss=0.06474, over 12438.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03211, over 46.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2808, pruned_loss=0.0561, over 2474466.60 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05604, over 17235.17 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2849, pruned_loss=0.0559, over 2464126.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.05387, over 7718.30 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2805, pruned_loss=0.05539, over 2475340.80 frames. utt_duration=533.6 frames, utt_pad_proportion=0.05756, over 18607.72 utterances.], batch size: 46, lr: 2.47e-04
2022-08-30 23:23:14,619 INFO [train.py:927] (3/8) Epoch 16, batch 13400, giga_loss[loss=0.2414, simple_loss=0.3251, pruned_loss=0.07884, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2836, pruned_loss=0.05695, over 2474401.45 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05579, over 17267.83 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2853, pruned_loss=0.05614, over 2464352.04 frames. utt_duration=1275 frames, utt_pad_proportion=0.05378, over 7742.57 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2829, pruned_loss=0.05619, over 2475076.52 frames. utt_duration=536.3 frames, utt_pad_proportion=0.0571, over 18511.61 utterances.], batch size: 123, lr: 2.47e-04
2022-08-30 23:24:59,179 INFO [train.py:927] (3/8) Epoch 16, batch 13450, giga_loss[loss=0.2052, simple_loss=0.2995, pruned_loss=0.05544, over 12389.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2856, pruned_loss=0.05748, over 2474149.13 frames. utt_duration=593 frames, utt_pad_proportion=0.05265, over 16730.30 utterances.], libri_tot_loss[loss=0.1988, simple_loss=0.2852, pruned_loss=0.05619, over 2464348.41 frames. utt_duration=1277 frames, utt_pad_proportion=0.05317, over 7728.47 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2851, pruned_loss=0.05685, over 2474808.45 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05415, over 17844.65 utterances.], batch size: 133, lr: 2.47e-04
2022-08-30 23:26:45,982 INFO [train.py:927] (3/8) Epoch 16, batch 13500, giga_loss[loss=0.2172, simple_loss=0.2959, pruned_loss=0.06928, over 12476.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04226, over 34.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.289, pruned_loss=0.05989, over 2474125.12 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05412, over 16568.95 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2857, pruned_loss=0.05666, over 2464839.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.05232, over 7734.96 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2882, pruned_loss=0.05904, over 2474541.68 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05558, over 17792.68 utterances.], batch size: 34, lr: 2.47e-04
2022-08-30 23:28:24,523 INFO [train.py:927] (3/8) Epoch 16, batch 13550, giga_loss[loss=0.2249, simple_loss=0.3163, pruned_loss=0.06674, over 12458.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.0343, over 98.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2951, pruned_loss=0.06337, over 2473900.56 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05455, over 17154.62 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2856, pruned_loss=0.05668, over 2464576.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.05187, over 7725.44 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2947, pruned_loss=0.06276, over 2474620.29 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05586, over 18300.42 utterances.], batch size: 98, lr: 2.47e-04
2022-08-30 23:30:07,351 INFO [train.py:927] (3/8) Epoch 16, batch 13600, giga_loss[loss=0.216, simple_loss=0.3067, pruned_loss=0.06261, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04298, over 31.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.301, pruned_loss=0.06738, over 2473509.98 frames. utt_duration=568.2 frames, utt_pad_proportion=0.05346, over 17457.69 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2854, pruned_loss=0.05679, over 2464603.79 frames. utt_duration=1284 frames, utt_pad_proportion=0.05082, over 7686.91 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.3013, pruned_loss=0.06704, over 2474356.35 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05496, over 18712.57 utterances.], batch size: 31, lr: 2.47e-04
2022-08-30 23:31:51,498 INFO [train.py:927] (3/8) Epoch 16, batch 13650, giga_loss[loss=0.3162, simple_loss=0.3688, pruned_loss=0.1317, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.0763, over 213.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07107, over 2473386.01 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06027, over 18215.76 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.285, pruned_loss=0.05687, over 2464222.88 frames. utt_duration=1287 frames, utt_pad_proportion=0.05072, over 7668.46 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3068, pruned_loss=0.0711, over 2474683.92 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06105, over 19555.85 utterances.], batch size: 213, lr: 2.47e-04
2022-08-30 23:33:37,070 INFO [train.py:927] (3/8) Epoch 16, batch 13700, giga_loss[loss=0.2739, simple_loss=0.3541, pruned_loss=0.0968, over 12386.00 frames. utt_duration=709.1 frames, utt_pad_proportion=0.0273, over 70.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3114, pruned_loss=0.07637, over 2474174.74 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07617, over 20163.57 utterances.], libri_tot_loss[loss=0.1994, simple_loss=0.2849, pruned_loss=0.05699, over 2463953.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.05036, over 7654.80 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3125, pruned_loss=0.07642, over 2475513.01 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07604, over 21324.71 utterances.], batch size: 70, lr: 2.47e-04
2022-08-30 23:35:23,057 INFO [train.py:927] (3/8) Epoch 16, batch 13750, giga_loss[loss=0.3562, simple_loss=0.3949, pruned_loss=0.1587, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09798, over 256.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.0804, over 2474228.36 frames. utt_duration=492.1 frames, utt_pad_proportion=0.07612, over 20170.98 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2852, pruned_loss=0.05741, over 2464057.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.04884, over 7643.52 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3179, pruned_loss=0.08095, over 2475674.28 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0769, over 21648.21 utterances.], batch size: 256, lr: 2.47e-04
2022-08-30 23:37:07,978 INFO [train.py:927] (3/8) Epoch 16, batch 13800, giga_loss[loss=0.2982, simple_loss=0.3544, pruned_loss=0.1211, over 12416.00 frames. utt_duration=233.4 frames, utt_pad_proportion=0.07761, over 214.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3168, pruned_loss=0.08177, over 2473978.56 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07776, over 20622.02 utterances.], libri_tot_loss[loss=0.1998, simple_loss=0.2848, pruned_loss=0.05747, over 2463687.52 frames. utt_duration=1299 frames, utt_pad_proportion=0.04746, over 7595.51 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3199, pruned_loss=0.08305, over 2475877.02 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07906, over 22340.89 utterances.], batch size: 214, lr: 2.47e-04
2022-08-30 23:38:52,097 INFO [train.py:927] (3/8) Epoch 16, batch 13850, libri_loss[loss=0.2666, simple_loss=0.3433, pruned_loss=0.09499, over 12403.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03745, over 46.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3171, pruned_loss=0.08192, over 2474059.14 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07562, over 20956.17 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2846, pruned_loss=0.05754, over 2463689.89 frames. utt_duration=1300 frames, utt_pad_proportion=0.04677, over 7586.84 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3204, pruned_loss=0.08338, over 2475793.15 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07718, over 22621.21 utterances.], batch size: 46, lr: 2.47e-04
2022-08-30 23:40:36,616 INFO [train.py:927] (3/8) Epoch 16, batch 13900, giga_loss[loss=0.2679, simple_loss=0.3482, pruned_loss=0.09376, over 12421.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03692, over 105.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08317, over 2474301.30 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07796, over 22219.96 utterances.], libri_tot_loss[loss=0.2, simple_loss=0.2847, pruned_loss=0.05763, over 2463690.39 frames. utt_duration=1302 frames, utt_pad_proportion=0.0464, over 7578.99 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3224, pruned_loss=0.08448, over 2475745.82 frames. utt_duration=419.9 frames, utt_pad_proportion=0.0792, over 23667.66 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:42:21,819 INFO [train.py:927] (3/8) Epoch 16, batch 13950, giga_loss[loss=0.2353, simple_loss=0.3204, pruned_loss=0.07507, over 12429.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03488, over 105.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3187, pruned_loss=0.08184, over 2474663.31 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0786, over 22515.82 utterances.], libri_tot_loss[loss=0.2009, simple_loss=0.2853, pruned_loss=0.0582, over 2463895.56 frames. utt_duration=1290 frames, utt_pad_proportion=0.04997, over 7649.55 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3215, pruned_loss=0.08318, over 2475978.22 frames. utt_duration=412.6 frames, utt_pad_proportion=0.07901, over 24090.75 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:44:07,525 INFO [train.py:927] (3/8) Epoch 16, batch 14000, giga_loss[loss=0.2191, simple_loss=0.3083, pruned_loss=0.06491, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3161, pruned_loss=0.07891, over 2474234.01 frames. utt_duration=447.3 frames, utt_pad_proportion=0.075, over 22195.78 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2857, pruned_loss=0.05842, over 2464117.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.04997, over 7669.28 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3186, pruned_loss=0.08017, over 2475285.18 frames. utt_duration=419.6 frames, utt_pad_proportion=0.07571, over 23677.34 utterances.], batch size: 146, lr: 2.47e-04
2022-08-30 23:45:49,632 INFO [train.py:927] (3/8) Epoch 16, batch 14050, libri_loss[loss=0.2268, simple_loss=0.3081, pruned_loss=0.07275, over 12334.00 frames. utt_duration=760.4 frames, utt_pad_proportion=0.1359, over 65.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3132, pruned_loss=0.077, over 2474013.78 frames. utt_duration=469.4 frames, utt_pad_proportion=0.0741, over 21146.22 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2857, pruned_loss=0.05854, over 2464228.05 frames. utt_duration=1285 frames, utt_pad_proportion=0.05001, over 7681.24 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.316, pruned_loss=0.07853, over 2475075.39 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07497, over 22766.53 utterances.], batch size: 65, lr: 2.47e-04
2022-08-30 23:47:36,030 INFO [train.py:927] (3/8) Epoch 16, batch 14100, giga_loss[loss=0.24, simple_loss=0.316, pruned_loss=0.08204, over 12384.00 frames. utt_duration=584.3 frames, utt_pad_proportion=0.02774, over 85.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3128, pruned_loss=0.07693, over 2474524.36 frames. utt_duration=460 frames, utt_pad_proportion=0.07583, over 21585.60 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2857, pruned_loss=0.05859, over 2464256.70 frames. utt_duration=1284 frames, utt_pad_proportion=0.04978, over 7683.38 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3153, pruned_loss=0.07824, over 2475418.54 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07654, over 22973.73 utterances.], batch size: 85, lr: 2.47e-04
2022-08-30 23:49:30,100 INFO [train.py:927] (3/8) Epoch 16, batch 14150, giga_loss[loss=0.1993, simple_loss=0.2908, pruned_loss=0.05394, over 12485.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0345, over 43.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3126, pruned_loss=0.0751, over 2474557.81 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07274, over 20707.57 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.286, pruned_loss=0.05878, over 2464702.00 frames. utt_duration=1269 frames, utt_pad_proportion=0.05421, over 7775.87 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3149, pruned_loss=0.07631, over 2475042.32 frames. utt_duration=452.1 frames, utt_pad_proportion=0.0724, over 21968.80 utterances.], batch size: 43, lr: 2.47e-04
2022-08-30 23:51:15,519 INFO [train.py:927] (3/8) Epoch 16, batch 14200, giga_loss[loss=0.2358, simple_loss=0.3126, pruned_loss=0.0795, over 12401.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3133, pruned_loss=0.07417, over 2475258.46 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06857, over 20034.00 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.287, pruned_loss=0.05946, over 2465180.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05344, over 7792.58 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.315, pruned_loss=0.07501, over 2475537.51 frames. utt_duration=463.1 frames, utt_pad_proportion=0.06898, over 21447.37 utterances.], batch size: 183, lr: 2.47e-04
2022-08-30 23:53:02,260 INFO [train.py:927] (3/8) Epoch 16, batch 14250, libri_loss[loss=0.1945, simple_loss=0.2628, pruned_loss=0.0631, over 12235.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008039, over 29.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3123, pruned_loss=0.07422, over 2474659.78 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07386, over 20227.10 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2872, pruned_loss=0.05962, over 2465077.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05358, over 7809.30 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.314, pruned_loss=0.07501, over 2475163.38 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07397, over 21559.05 utterances.], batch size: 29, lr: 2.47e-04
2022-08-30 23:54:48,575 INFO [train.py:927] (3/8) Epoch 16, batch 14300, giga_loss[loss=0.2078, simple_loss=0.2926, pruned_loss=0.06148, over 12359.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03178, over 85.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3096, pruned_loss=0.07339, over 2474264.07 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07549, over 19827.27 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2873, pruned_loss=0.05974, over 2465038.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.05294, over 7799.19 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3111, pruned_loss=0.0741, over 2474842.36 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07578, over 21046.14 utterances.], batch size: 85, lr: 2.47e-04
2022-08-30 23:56:37,054 INFO [train.py:927] (3/8) Epoch 16, batch 14350, giga_loss[loss=0.2212, simple_loss=0.3061, pruned_loss=0.06812, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03593, over 105.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3093, pruned_loss=0.07224, over 2474670.12 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07594, over 20307.86 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2873, pruned_loss=0.05971, over 2465254.78 frames. utt_duration=1268 frames, utt_pad_proportion=0.05256, over 7784.22 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3107, pruned_loss=0.07293, over 2475016.77 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07632, over 21380.83 utterances.], batch size: 105, lr: 2.47e-04
2022-08-30 23:58:22,371 INFO [train.py:927] (3/8) Epoch 16, batch 14400, giga_loss[loss=0.2269, simple_loss=0.3168, pruned_loss=0.06848, over 12453.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03129, over 75.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3076, pruned_loss=0.07128, over 2475064.43 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07498, over 20238.14 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2872, pruned_loss=0.05972, over 2465810.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05142, over 7773.02 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3093, pruned_loss=0.07215, over 2475085.77 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07595, over 21464.99 utterances.], batch size: 75, lr: 2.47e-04
2022-08-31 00:00:07,847 INFO [train.py:927] (3/8) Epoch 16, batch 14450, giga_loss[loss=0.2493, simple_loss=0.3171, pruned_loss=0.09073, over 12356.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06123, over 182.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3069, pruned_loss=0.07158, over 2475598.09 frames. utt_duration=494 frames, utt_pad_proportion=0.06997, over 20102.56 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2871, pruned_loss=0.05971, over 2465879.68 frames. utt_duration=1275 frames, utt_pad_proportion=0.0505, over 7745.93 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3089, pruned_loss=0.07256, over 2475752.70 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07146, over 21393.09 utterances.], batch size: 182, lr: 2.47e-04
2022-08-31 00:01:53,294 INFO [train.py:927] (3/8) Epoch 16, batch 14500, giga_loss[loss=0.2022, simple_loss=0.2832, pruned_loss=0.06058, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.02775, over 70.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3057, pruned_loss=0.07119, over 2475558.20 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06568, over 19486.27 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2871, pruned_loss=0.05979, over 2466124.24 frames. utt_duration=1275 frames, utt_pad_proportion=0.0499, over 7745.07 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3077, pruned_loss=0.07216, over 2475667.23 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06749, over 20784.83 utterances.], batch size: 70, lr: 2.47e-04
2022-08-31 00:03:35,277 INFO [train.py:927] (3/8) Epoch 16, batch 14550, giga_loss[loss=0.21, simple_loss=0.2888, pruned_loss=0.06559, over 12338.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04978, over 31.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3041, pruned_loss=0.07101, over 2475258.59 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06584, over 19401.78 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2872, pruned_loss=0.05994, over 2466245.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.04963, over 7743.26 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07198, over 2475498.94 frames. utt_duration=478 frames, utt_pad_proportion=0.06758, over 20778.99 utterances.], batch size: 31, lr: 2.47e-04
2022-08-31 00:05:18,956 INFO [train.py:927] (3/8) Epoch 16, batch 14600, giga_loss[loss=0.2242, simple_loss=0.3039, pruned_loss=0.07227, over 12347.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03601, over 104.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3035, pruned_loss=0.07083, over 2474170.83 frames. utt_duration=507.1 frames, utt_pad_proportion=0.0685, over 19572.00 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2869, pruned_loss=0.05995, over 2465793.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05281, over 7797.85 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07207, over 2475192.79 frames. utt_duration=469.1 frames, utt_pad_proportion=0.06894, over 21168.55 utterances.], batch size: 104, lr: 2.47e-04
2022-08-31 00:07:10,742 INFO [train.py:927] (3/8) Epoch 16, batch 14650, giga_loss[loss=0.2605, simple_loss=0.3386, pruned_loss=0.0912, over 12409.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.0555, over 162.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3043, pruned_loss=0.07047, over 2474031.77 frames. utt_duration=500 frames, utt_pad_proportion=0.07281, over 19848.27 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2871, pruned_loss=0.06014, over 2465995.70 frames. utt_duration=1267 frames, utt_pad_proportion=0.05221, over 7795.88 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3065, pruned_loss=0.07143, over 2474759.32 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07319, over 21276.03 utterances.], batch size: 162, lr: 2.47e-04
2022-08-31 00:09:01,304 INFO [train.py:927] (3/8) Epoch 16, batch 14700, giga_loss[loss=0.2501, simple_loss=0.3244, pruned_loss=0.08792, over 12441.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04489, over 161.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07108, over 2474130.75 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07327, over 20208.16 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.287, pruned_loss=0.06008, over 2465869.72 frames. utt_duration=1268 frames, utt_pad_proportion=0.05204, over 7786.90 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3072, pruned_loss=0.07192, over 2474843.10 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07363, over 21385.48 utterances.], batch size: 161, lr: 2.47e-04
2022-08-31 00:10:48,268 INFO [train.py:927] (3/8) Epoch 16, batch 14750, giga_loss[loss=0.2105, simple_loss=0.2935, pruned_loss=0.06374, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04184, over 114.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3065, pruned_loss=0.07309, over 2474697.29 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07001, over 20440.41 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2867, pruned_loss=0.05998, over 2465919.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05166, over 7761.26 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3085, pruned_loss=0.07402, over 2475342.88 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07064, over 21569.07 utterances.], batch size: 114, lr: 2.47e-04
2022-08-31 00:12:34,963 INFO [train.py:927] (3/8) Epoch 16, batch 14800, giga_loss[loss=0.2952, simple_loss=0.3529, pruned_loss=0.1187, over 12402.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07343, over 213.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3093, pruned_loss=0.07591, over 2474796.92 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07611, over 21750.06 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2867, pruned_loss=0.06014, over 2465675.23 frames. utt_duration=1272 frames, utt_pad_proportion=0.05177, over 7763.13 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3113, pruned_loss=0.07674, over 2475702.15 frames. utt_duration=434 frames, utt_pad_proportion=0.07642, over 22893.76 utterances.], batch size: 213, lr: 2.47e-04
2022-08-31 00:14:20,775 INFO [train.py:927] (3/8) Epoch 16, batch 14850, giga_loss[loss=0.2306, simple_loss=0.3028, pruned_loss=0.07921, over 12415.00 frames. utt_duration=513.5 frames, utt_pad_proportion=0.02753, over 97.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07455, over 2475230.98 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07274, over 21004.47 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2868, pruned_loss=0.06028, over 2465835.84 frames. utt_duration=1271 frames, utt_pad_proportion=0.05165, over 7766.92 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07544, over 2476037.15 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07339, over 22235.11 utterances.], batch size: 97, lr: 2.47e-04
2022-08-31 00:16:07,210 INFO [train.py:927] (3/8) Epoch 16, batch 14900, giga_loss[loss=0.2628, simple_loss=0.3281, pruned_loss=0.09871, over 12371.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.0735, over 2474868.01 frames. utt_duration=467.4 frames, utt_pad_proportion=0.0735, over 21247.49 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2866, pruned_loss=0.06024, over 2465638.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.0511, over 7751.45 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3089, pruned_loss=0.07442, over 2475785.72 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07422, over 22407.89 utterances.], batch size: 258, lr: 2.47e-04
2022-08-31 00:17:55,455 INFO [train.py:927] (3/8) Epoch 16, batch 14950, giga_loss[loss=0.2182, simple_loss=0.3012, pruned_loss=0.06762, over 12333.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02855, over 66.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3049, pruned_loss=0.07281, over 2474081.32 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07328, over 20454.70 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2869, pruned_loss=0.06045, over 2465500.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.05039, over 7748.85 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07371, over 2475171.04 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07431, over 21727.32 utterances.], batch size: 66, lr: 2.47e-04
2022-08-31 00:19:43,863 INFO [train.py:927] (3/8) Epoch 16, batch 15000, giga_loss[loss=0.2569, simple_loss=0.3433, pruned_loss=0.08527, over 12385.00 frames. utt_duration=307.2 frames, utt_pad_proportion=0.0577, over 162.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3073, pruned_loss=0.07316, over 2474022.49 frames. utt_duration=488.9 frames, utt_pad_proportion=0.0742, over 20302.09 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2869, pruned_loss=0.0604, over 2465347.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.04964, over 7732.03 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3091, pruned_loss=0.07415, over 2475182.19 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0754, over 21567.92 utterances.], batch size: 162, lr: 2.47e-04
2022-08-31 00:19:43,865 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 00:19:57,970 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1734, simple_loss=0.285, pruned_loss=0.03092, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 00:21:40,164 INFO [train.py:927] (3/8) Epoch 16, batch 15050, giga_loss[loss=0.2282, simple_loss=0.3138, pruned_loss=0.07133, over 12432.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03574, over 86.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3093, pruned_loss=0.07258, over 2474115.80 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07285, over 19612.06 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2878, pruned_loss=0.0609, over 2465609.09 frames. utt_duration=1259 frames, utt_pad_proportion=0.05442, over 7842.71 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3111, pruned_loss=0.07362, over 2475311.93 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07286, over 21227.38 utterances.], batch size: 86, lr: 2.47e-04
2022-08-31 00:23:23,451 INFO [train.py:927] (3/8) Epoch 16, batch 15100, libri_loss[loss=0.2151, simple_loss=0.3005, pruned_loss=0.0649, over 12305.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.066, over 51.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3099, pruned_loss=0.07346, over 2474111.00 frames. utt_duration=493.9 frames, utt_pad_proportion=0.08057, over 20094.75 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2881, pruned_loss=0.06112, over 2465570.15 frames. utt_duration=1257 frames, utt_pad_proportion=0.05359, over 7856.03 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3119, pruned_loss=0.07451, over 2475377.40 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08065, over 21780.41 utterances.], batch size: 51, lr: 2.47e-04
2022-08-31 00:25:11,825 INFO [train.py:927] (3/8) Epoch 16, batch 15150, giga_loss[loss=0.279, simple_loss=0.3364, pruned_loss=0.1108, over 12365.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2137, over 374.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3125, pruned_loss=0.07632, over 2474493.92 frames. utt_duration=469.2 frames, utt_pad_proportion=0.08568, over 21161.60 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2884, pruned_loss=0.06123, over 2465638.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.05317, over 7854.47 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.314, pruned_loss=0.07716, over 2475517.63 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08563, over 22597.90 utterances.], batch size: 374, lr: 2.47e-04
2022-08-31 00:26:52,814 INFO [train.py:927] (3/8) Epoch 16, batch 15200, giga_loss[loss=0.2401, simple_loss=0.3164, pruned_loss=0.08186, over 12446.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04376, over 134.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07464, over 2474548.02 frames. utt_duration=499.2 frames, utt_pad_proportion=0.08134, over 19886.57 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2887, pruned_loss=0.06145, over 2465818.49 frames. utt_duration=1258 frames, utt_pad_proportion=0.05184, over 7849.48 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07556, over 2475485.34 frames. utt_duration=463.3 frames, utt_pad_proportion=0.08231, over 21437.54 utterances.], batch size: 134, lr: 2.47e-04
2022-08-31 00:28:35,575 INFO [train.py:927] (3/8) Epoch 16, batch 15250, giga_loss[loss=0.2889, simple_loss=0.353, pruned_loss=0.1124, over 12409.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06794, over 211.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07511, over 2474512.31 frames. utt_duration=506.3 frames, utt_pad_proportion=0.07704, over 19604.75 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2889, pruned_loss=0.06165, over 2466046.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.0511, over 7844.33 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07597, over 2475261.10 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07856, over 21111.11 utterances.], batch size: 211, lr: 2.47e-04
2022-08-31 00:30:23,518 INFO [train.py:927] (3/8) Epoch 16, batch 15300, giga_loss[loss=0.2653, simple_loss=0.3244, pruned_loss=0.1031, over 12329.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.308, pruned_loss=0.0753, over 2474968.50 frames. utt_duration=491.1 frames, utt_pad_proportion=0.07998, over 20218.30 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2891, pruned_loss=0.06174, over 2466279.49 frames. utt_duration=1258 frames, utt_pad_proportion=0.0508, over 7850.85 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3092, pruned_loss=0.07603, over 2475428.98 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08119, over 21506.85 utterances.], batch size: 369, lr: 2.47e-04
2022-08-31 00:32:05,535 INFO [train.py:927] (3/8) Epoch 16, batch 15350, giga_loss[loss=0.247, simple_loss=0.3326, pruned_loss=0.08072, over 12429.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.04206, over 114.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07516, over 2474564.35 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07731, over 20277.47 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2892, pruned_loss=0.06181, over 2466095.18 frames. utt_duration=1259 frames, utt_pad_proportion=0.05012, over 7841.93 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3095, pruned_loss=0.07589, over 2475226.92 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07882, over 21527.51 utterances.], batch size: 114, lr: 2.47e-04
2022-08-31 00:33:48,523 INFO [train.py:927] (3/8) Epoch 16, batch 15400, giga_loss[loss=0.2206, simple_loss=0.2977, pruned_loss=0.07176, over 12344.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03105, over 85.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3079, pruned_loss=0.07476, over 2474279.43 frames. utt_duration=491.3 frames, utt_pad_proportion=0.08034, over 20204.11 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2888, pruned_loss=0.06159, over 2465546.49 frames. utt_duration=1265 frames, utt_pad_proportion=0.04927, over 7804.23 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3097, pruned_loss=0.07583, over 2475490.09 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08186, over 21511.99 utterances.], batch size: 85, lr: 2.46e-04
2022-08-31 00:35:31,860 INFO [train.py:927] (3/8) Epoch 16, batch 15450, giga_loss[loss=0.2173, simple_loss=0.3085, pruned_loss=0.0631, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03322, over 85.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3084, pruned_loss=0.07302, over 2474500.10 frames. utt_duration=507.6 frames, utt_pad_proportion=0.07591, over 19557.12 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2889, pruned_loss=0.06174, over 2465846.52 frames. utt_duration=1268 frames, utt_pad_proportion=0.04815, over 7790.40 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3103, pruned_loss=0.07409, over 2475411.53 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07805, over 20941.29 utterances.], batch size: 85, lr: 2.46e-04
2022-08-31 00:37:17,398 INFO [train.py:927] (3/8) Epoch 16, batch 15500, giga_loss[loss=0.2259, simple_loss=0.3132, pruned_loss=0.06932, over 12388.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03287, over 80.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3114, pruned_loss=0.07347, over 2474963.60 frames. utt_duration=509 frames, utt_pad_proportion=0.07515, over 19504.75 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2892, pruned_loss=0.06208, over 2465934.73 frames. utt_duration=1269 frames, utt_pad_proportion=0.04783, over 7783.54 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3127, pruned_loss=0.07412, over 2475682.87 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07707, over 20696.42 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 00:39:00,928 INFO [train.py:927] (3/8) Epoch 16, batch 15550, giga_loss[loss=0.2546, simple_loss=0.3354, pruned_loss=0.0869, over 12421.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03778, over 86.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3138, pruned_loss=0.07534, over 2475402.13 frames. utt_duration=505 frames, utt_pad_proportion=0.07096, over 19665.76 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2895, pruned_loss=0.0621, over 2465999.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.05205, over 7868.86 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.315, pruned_loss=0.07605, over 2476073.11 frames. utt_duration=479 frames, utt_pad_proportion=0.07134, over 20740.87 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 00:40:43,296 INFO [train.py:927] (3/8) Epoch 16, batch 15600, giga_loss[loss=0.2533, simple_loss=0.3169, pruned_loss=0.09488, over 12360.00 frames. utt_duration=133.6 frames, utt_pad_proportion=0.214, over 374.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3135, pruned_loss=0.07599, over 2475006.87 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07382, over 19789.36 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2897, pruned_loss=0.06242, over 2466502.74 frames. utt_duration=1260 frames, utt_pad_proportion=0.05034, over 7840.38 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3153, pruned_loss=0.07684, over 2475442.68 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07479, over 21145.73 utterances.], batch size: 374, lr: 2.46e-04
2022-08-31 00:42:26,213 INFO [train.py:927] (3/8) Epoch 16, batch 15650, giga_loss[loss=0.2545, simple_loss=0.3433, pruned_loss=0.08282, over 12367.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02586, over 66.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3138, pruned_loss=0.07499, over 2474387.19 frames. utt_duration=491.3 frames, utt_pad_proportion=0.07598, over 20205.87 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2899, pruned_loss=0.06245, over 2466266.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05005, over 7844.73 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3153, pruned_loss=0.07582, over 2475040.21 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0769, over 21439.04 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 00:44:09,864 INFO [train.py:927] (3/8) Epoch 16, batch 15700, giga_loss[loss=0.2309, simple_loss=0.318, pruned_loss=0.07188, over 12376.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03166, over 51.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3137, pruned_loss=0.07471, over 2474207.02 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07434, over 20144.00 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2898, pruned_loss=0.06249, over 2465943.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.04971, over 7844.16 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3158, pruned_loss=0.07574, over 2475319.69 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07559, over 21542.91 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 00:45:50,648 INFO [train.py:927] (3/8) Epoch 16, batch 15750, libri_loss[loss=0.2228, simple_loss=0.3035, pruned_loss=0.07109, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00563, over 34.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3133, pruned_loss=0.07513, over 2474903.52 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07661, over 20342.89 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2901, pruned_loss=0.06255, over 2466332.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.04954, over 7851.98 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3154, pruned_loss=0.07624, over 2475655.72 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07777, over 21791.27 utterances.], batch size: 34, lr: 2.46e-04
2022-08-31 00:47:32,100 INFO [train.py:927] (3/8) Epoch 16, batch 15800, giga_loss[loss=0.202, simple_loss=0.2927, pruned_loss=0.05562, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3116, pruned_loss=0.07525, over 2475066.72 frames. utt_duration=482.5 frames, utt_pad_proportion=0.08214, over 20581.20 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2906, pruned_loss=0.06301, over 2466680.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.05738, over 8003.72 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3137, pruned_loss=0.07618, over 2475662.02 frames. utt_duration=449.9 frames, utt_pad_proportion=0.08063, over 22084.32 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 00:49:16,371 INFO [train.py:927] (3/8) Epoch 16, batch 15850, giga_loss[loss=0.2197, simple_loss=0.2973, pruned_loss=0.07102, over 12434.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03822, over 123.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3104, pruned_loss=0.07514, over 2475543.65 frames. utt_duration=475.2 frames, utt_pad_proportion=0.08145, over 20901.47 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2908, pruned_loss=0.06305, over 2466905.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.05773, over 8023.56 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.312, pruned_loss=0.07595, over 2475882.78 frames. utt_duration=447.9 frames, utt_pad_proportion=0.08033, over 22186.12 utterances.], batch size: 123, lr: 2.46e-04
2022-08-31 00:50:55,702 INFO [train.py:927] (3/8) Epoch 16, batch 15900, giga_loss[loss=0.1945, simple_loss=0.2795, pruned_loss=0.05474, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03541, over 37.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.07406, over 2475417.84 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07907, over 21060.23 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2913, pruned_loss=0.06328, over 2467134.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.05647, over 8009.14 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3103, pruned_loss=0.07482, over 2475710.61 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07892, over 22458.02 utterances.], batch size: 37, lr: 2.46e-04
2022-08-31 00:52:38,153 INFO [train.py:927] (3/8) Epoch 16, batch 15950, giga_loss[loss=0.2466, simple_loss=0.3396, pruned_loss=0.07678, over 12389.00 frames. utt_duration=1908 frames, utt_pad_proportion=0.0429, over 26.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3062, pruned_loss=0.07165, over 2475711.90 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0783, over 21507.19 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2912, pruned_loss=0.06329, over 2466985.93 frames. utt_duration=1237 frames, utt_pad_proportion=0.05575, over 7990.04 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07242, over 2476216.92 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07861, over 22884.90 utterances.], batch size: 26, lr: 2.46e-04
2022-08-31 00:54:26,347 INFO [train.py:927] (3/8) Epoch 16, batch 16000, giga_loss[loss=0.1982, simple_loss=0.291, pruned_loss=0.05276, over 12424.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.02304, over 66.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3045, pruned_loss=0.07198, over 2475159.05 frames. utt_duration=449.8 frames, utt_pad_proportion=0.08376, over 22081.47 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2914, pruned_loss=0.06359, over 2467075.98 frames. utt_duration=1214 frames, utt_pad_proportion=0.06442, over 8140.72 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3058, pruned_loss=0.07256, over 2475721.33 frames. utt_duration=424 frames, utt_pad_proportion=0.08119, over 23437.59 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 00:56:10,926 INFO [train.py:927] (3/8) Epoch 16, batch 16050, giga_loss[loss=0.2231, simple_loss=0.3054, pruned_loss=0.07043, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02632, over 48.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3049, pruned_loss=0.07167, over 2475636.44 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0767, over 21431.43 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2915, pruned_loss=0.06365, over 2467053.60 frames. utt_duration=1214 frames, utt_pad_proportion=0.06416, over 8136.02 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3059, pruned_loss=0.07211, over 2476129.51 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07505, over 22553.40 utterances.], batch size: 48, lr: 2.46e-04
2022-08-31 00:57:54,522 INFO [train.py:927] (3/8) Epoch 16, batch 16100, giga_loss[loss=0.2285, simple_loss=0.3048, pruned_loss=0.07607, over 12249.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02992, over 42.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.305, pruned_loss=0.07126, over 2475177.84 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07348, over 20574.71 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2915, pruned_loss=0.06369, over 2467280.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.0637, over 8135.61 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3062, pruned_loss=0.07179, over 2475591.87 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07255, over 21829.92 utterances.], batch size: 42, lr: 2.46e-04
2022-08-31 00:59:41,231 INFO [train.py:927] (3/8) Epoch 16, batch 16150, giga_loss[loss=0.2506, simple_loss=0.3085, pruned_loss=0.09633, over 12353.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2055, over 372.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3046, pruned_loss=0.07147, over 2474529.09 frames. utt_duration=483.7 frames, utt_pad_proportion=0.0755, over 20524.03 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.291, pruned_loss=0.06346, over 2467181.14 frames. utt_duration=1219 frames, utt_pad_proportion=0.06309, over 8102.73 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3062, pruned_loss=0.07221, over 2475035.82 frames. utt_duration=457.3 frames, utt_pad_proportion=0.0749, over 21716.74 utterances.], batch size: 372, lr: 2.46e-04
2022-08-31 01:01:29,994 INFO [train.py:927] (3/8) Epoch 16, batch 16200, giga_loss[loss=0.2527, simple_loss=0.3331, pruned_loss=0.08615, over 12380.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05982, over 182.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07283, over 2475373.30 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07167, over 19962.85 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2912, pruned_loss=0.06356, over 2467657.68 frames. utt_duration=1218 frames, utt_pad_proportion=0.06288, over 8117.12 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3084, pruned_loss=0.07351, over 2475526.74 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07154, over 21172.26 utterances.], batch size: 182, lr: 2.46e-04
2022-08-31 01:03:21,967 INFO [train.py:927] (3/8) Epoch 16, batch 16250, giga_loss[loss=0.305, simple_loss=0.3548, pruned_loss=0.1276, over 12354.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.2085, over 371.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.31, pruned_loss=0.07555, over 2475860.51 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07688, over 21026.07 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2913, pruned_loss=0.06364, over 2467739.82 frames. utt_duration=1217 frames, utt_pad_proportion=0.06222, over 8118.33 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3112, pruned_loss=0.07617, over 2476021.87 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07685, over 22160.41 utterances.], batch size: 371, lr: 2.46e-04
2022-08-31 01:05:09,012 INFO [train.py:927] (3/8) Epoch 16, batch 16300, giga_loss[loss=0.2323, simple_loss=0.3157, pruned_loss=0.0744, over 12396.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04076, over 133.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3109, pruned_loss=0.07514, over 2476024.20 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08318, over 22408.81 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2914, pruned_loss=0.0637, over 2467743.08 frames. utt_duration=1218 frames, utt_pad_proportion=0.06153, over 8114.54 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.312, pruned_loss=0.07575, over 2476271.53 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08318, over 23489.63 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 01:06:55,474 INFO [train.py:927] (3/8) Epoch 16, batch 16350, giga_loss[loss=0.2748, simple_loss=0.3417, pruned_loss=0.104, over 12423.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06621, over 184.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3096, pruned_loss=0.07484, over 2475470.80 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08047, over 22235.49 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.291, pruned_loss=0.06347, over 2467531.08 frames. utt_duration=1221 frames, utt_pad_proportion=0.06111, over 8092.56 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3112, pruned_loss=0.07572, over 2475980.97 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08082, over 23368.13 utterances.], batch size: 184, lr: 2.46e-04
2022-08-31 01:08:38,193 INFO [train.py:927] (3/8) Epoch 16, batch 16400, giga_loss[loss=0.1811, simple_loss=0.2613, pruned_loss=0.05042, over 12169.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03597, over 39.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3075, pruned_loss=0.07411, over 2474834.23 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08012, over 21883.35 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.0631, over 2467044.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.05964, over 8042.08 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3102, pruned_loss=0.07553, over 2475938.63 frames. utt_duration=426.3 frames, utt_pad_proportion=0.08114, over 23311.68 utterances.], batch size: 39, lr: 2.46e-04
2022-08-31 01:10:22,830 INFO [train.py:927] (3/8) Epoch 16, batch 16450, libri_loss[loss=0.1749, simple_loss=0.2667, pruned_loss=0.04156, over 12221.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006821, over 31.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3064, pruned_loss=0.07384, over 2474852.98 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08221, over 21652.91 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2897, pruned_loss=0.06281, over 2467026.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.06231, over 8068.62 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3097, pruned_loss=0.07568, over 2476062.77 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08242, over 23300.40 utterances.], batch size: 31, lr: 2.46e-04
2022-08-31 01:12:09,669 INFO [train.py:927] (3/8) Epoch 16, batch 16500, giga_loss[loss=0.2427, simple_loss=0.3216, pruned_loss=0.08187, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.0318, over 86.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3069, pruned_loss=0.07444, over 2475073.78 frames. utt_duration=452.7 frames, utt_pad_proportion=0.08368, over 21941.53 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2894, pruned_loss=0.06271, over 2467112.98 frames. utt_duration=1227 frames, utt_pad_proportion=0.06188, over 8050.97 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3098, pruned_loss=0.07606, over 2476015.36 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08393, over 23367.99 utterances.], batch size: 86, lr: 2.46e-04
2022-08-31 01:13:55,411 INFO [train.py:927] (3/8) Epoch 16, batch 16550, libri_loss[loss=0.2434, simple_loss=0.352, pruned_loss=0.06739, over 12375.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01052, over 38.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3081, pruned_loss=0.07497, over 2474697.76 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08201, over 21133.88 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2903, pruned_loss=0.06301, over 2467468.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.06509, over 8128.04 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3101, pruned_loss=0.07638, over 2475376.55 frames. utt_duration=438.8 frames, utt_pad_proportion=0.0815, over 22638.55 utterances.], batch size: 38, lr: 2.46e-04
2022-08-31 01:15:41,524 INFO [train.py:927] (3/8) Epoch 16, batch 16600, giga_loss[loss=0.2107, simple_loss=0.2967, pruned_loss=0.06237, over 12429.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02321, over 48.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3079, pruned_loss=0.07514, over 2474576.31 frames. utt_duration=461.3 frames, utt_pad_proportion=0.08571, over 21526.67 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2905, pruned_loss=0.06306, over 2467453.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06335, over 8093.02 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.31, pruned_loss=0.07663, over 2475374.22 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08587, over 23201.85 utterances.], batch size: 48, lr: 2.46e-04
2022-08-31 01:17:32,350 INFO [train.py:927] (3/8) Epoch 16, batch 16650, giga_loss[loss=0.2138, simple_loss=0.3021, pruned_loss=0.06276, over 12377.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02644, over 66.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3083, pruned_loss=0.07515, over 2474471.23 frames. utt_duration=446 frames, utt_pad_proportion=0.08458, over 22264.51 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2902, pruned_loss=0.06296, over 2467125.20 frames. utt_duration=1224 frames, utt_pad_proportion=0.06293, over 8073.14 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3104, pruned_loss=0.07652, over 2475453.00 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08496, over 23724.92 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 01:19:17,742 INFO [train.py:927] (3/8) Epoch 16, batch 16700, giga_loss[loss=0.2378, simple_loss=0.3182, pruned_loss=0.07869, over 12352.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04453, over 37.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3091, pruned_loss=0.07592, over 2473264.93 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08187, over 21741.25 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.29, pruned_loss=0.06295, over 2467068.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.0616, over 8037.34 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.07737, over 2474325.49 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08293, over 23333.84 utterances.], batch size: 37, lr: 2.46e-04
2022-08-31 01:21:01,846 INFO [train.py:927] (3/8) Epoch 16, batch 16750, giga_loss[loss=0.2903, simple_loss=0.3502, pruned_loss=0.1152, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07623, over 213.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3109, pruned_loss=0.07761, over 2473408.42 frames. utt_duration=456.5 frames, utt_pad_proportion=0.082, over 21743.97 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2904, pruned_loss=0.06337, over 2467201.69 frames. utt_duration=1227 frames, utt_pad_proportion=0.06095, over 8054.95 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3132, pruned_loss=0.07895, over 2474418.52 frames. utt_duration=421.3 frames, utt_pad_proportion=0.08341, over 23575.12 utterances.], batch size: 213, lr: 2.46e-04
2022-08-31 01:22:47,846 INFO [train.py:927] (3/8) Epoch 16, batch 16800, giga_loss[loss=0.2128, simple_loss=0.3027, pruned_loss=0.06146, over 12347.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03292, over 97.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3111, pruned_loss=0.07698, over 2473624.69 frames. utt_duration=458.5 frames, utt_pad_proportion=0.08011, over 21649.71 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2905, pruned_loss=0.06329, over 2467153.65 frames. utt_duration=1230 frames, utt_pad_proportion=0.05978, over 8033.83 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3133, pruned_loss=0.07845, over 2474607.74 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08189, over 23444.78 utterances.], batch size: 97, lr: 2.46e-04
2022-08-31 01:24:33,280 INFO [train.py:927] (3/8) Epoch 16, batch 16850, giga_loss[loss=0.1832, simple_loss=0.2732, pruned_loss=0.04658, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03001, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3089, pruned_loss=0.07493, over 2473901.51 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07355, over 19957.78 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2904, pruned_loss=0.06322, over 2467110.73 frames. utt_duration=1236 frames, utt_pad_proportion=0.05829, over 7997.18 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3114, pruned_loss=0.07657, over 2474944.90 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07626, over 21832.77 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:26:18,935 INFO [train.py:927] (3/8) Epoch 16, batch 16900, giga_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.0794, over 12459.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3095, pruned_loss=0.07493, over 2474264.61 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07085, over 20199.33 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2903, pruned_loss=0.06313, over 2467251.87 frames. utt_duration=1237 frames, utt_pad_proportion=0.05746, over 7986.37 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3119, pruned_loss=0.07652, over 2475096.17 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07356, over 21921.39 utterances.], batch size: 98, lr: 2.46e-04
2022-08-31 01:28:07,071 INFO [train.py:927] (3/8) Epoch 16, batch 16950, giga_loss[loss=0.1998, simple_loss=0.2826, pruned_loss=0.05855, over 12362.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03145, over 58.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3099, pruned_loss=0.07597, over 2474739.34 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07392, over 20606.88 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.06307, over 2467369.44 frames. utt_duration=1234 frames, utt_pad_proportion=0.05768, over 8008.19 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3122, pruned_loss=0.07751, over 2475434.50 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07591, over 22181.33 utterances.], batch size: 58, lr: 2.46e-04
2022-08-31 01:29:51,480 INFO [train.py:927] (3/8) Epoch 16, batch 17000, giga_loss[loss=0.2271, simple_loss=0.3115, pruned_loss=0.07129, over 12373.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03344, over 104.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.311, pruned_loss=0.07686, over 2474836.47 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07591, over 20621.92 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2901, pruned_loss=0.063, over 2467597.00 frames. utt_duration=1232 frames, utt_pad_proportion=0.058, over 8020.96 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3133, pruned_loss=0.07831, over 2475284.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07733, over 22009.94 utterances.], batch size: 104, lr: 2.46e-04
2022-08-31 01:31:36,307 INFO [train.py:927] (3/8) Epoch 16, batch 17050, giga_loss[loss=0.2327, simple_loss=0.3127, pruned_loss=0.07634, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03621, over 40.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3124, pruned_loss=0.07756, over 2475212.97 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07303, over 20503.43 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2908, pruned_loss=0.06344, over 2467688.70 frames. utt_duration=1231 frames, utt_pad_proportion=0.05753, over 8031.06 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3142, pruned_loss=0.07871, over 2475687.53 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07465, over 21941.22 utterances.], batch size: 40, lr: 2.46e-04
2022-08-31 01:33:22,418 INFO [train.py:927] (3/8) Epoch 16, batch 17100, giga_loss[loss=0.2198, simple_loss=0.3035, pruned_loss=0.06804, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02938, over 80.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3117, pruned_loss=0.07661, over 2475012.50 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07619, over 20470.61 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2903, pruned_loss=0.06323, over 2467533.56 frames. utt_duration=1235 frames, utt_pad_proportion=0.05656, over 8001.41 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.314, pruned_loss=0.07804, over 2475724.21 frames. utt_duration=452.9 frames, utt_pad_proportion=0.07779, over 21935.28 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 01:35:07,345 INFO [train.py:927] (3/8) Epoch 16, batch 17150, giga_loss[loss=0.2167, simple_loss=0.3044, pruned_loss=0.06456, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05539, over 162.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3107, pruned_loss=0.07557, over 2474984.79 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07472, over 20585.77 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2903, pruned_loss=0.06324, over 2467694.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.05612, over 7991.50 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3128, pruned_loss=0.07684, over 2475496.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07631, over 21911.91 utterances.], batch size: 162, lr: 2.46e-04
2022-08-31 01:36:54,070 INFO [train.py:927] (3/8) Epoch 16, batch 17200, giga_loss[loss=0.1864, simple_loss=0.275, pruned_loss=0.04897, over 12344.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03073, over 70.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3088, pruned_loss=0.07483, over 2474725.79 frames. utt_duration=494 frames, utt_pad_proportion=0.0717, over 20100.39 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2903, pruned_loss=0.06308, over 2467581.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.05548, over 7973.70 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3107, pruned_loss=0.07613, over 2475311.10 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07344, over 21324.90 utterances.], batch size: 70, lr: 2.46e-04
2022-08-31 01:38:39,538 INFO [train.py:927] (3/8) Epoch 16, batch 17250, libri_loss[loss=0.2174, simple_loss=0.3, pruned_loss=0.06746, over 12229.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.06664, over 51.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3057, pruned_loss=0.07384, over 2473998.20 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07312, over 20230.10 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2904, pruned_loss=0.06322, over 2467760.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.05609, over 8021.73 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3076, pruned_loss=0.07507, over 2474512.14 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07449, over 21505.55 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 01:40:23,684 INFO [train.py:927] (3/8) Epoch 16, batch 17300, giga_loss[loss=0.2358, simple_loss=0.3153, pruned_loss=0.07818, over 12454.00 frames. utt_duration=624.2 frames, utt_pad_proportion=0.02918, over 80.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3046, pruned_loss=0.07353, over 2474801.61 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07028, over 20397.24 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2905, pruned_loss=0.06324, over 2468004.87 frames. utt_duration=1235 frames, utt_pad_proportion=0.05522, over 8004.41 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3063, pruned_loss=0.07468, over 2475111.51 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07188, over 21645.77 utterances.], batch size: 80, lr: 2.46e-04
2022-08-31 01:42:11,140 INFO [train.py:927] (3/8) Epoch 16, batch 17350, giga_loss[loss=0.2054, simple_loss=0.2949, pruned_loss=0.05797, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03074, over 42.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3032, pruned_loss=0.07077, over 2475284.41 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07268, over 20981.43 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2901, pruned_loss=0.0629, over 2468570.52 frames. utt_duration=1234 frames, utt_pad_proportion=0.05445, over 8009.10 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3053, pruned_loss=0.07228, over 2475256.16 frames. utt_duration=444.3 frames, utt_pad_proportion=0.0742, over 22360.27 utterances.], batch size: 42, lr: 2.46e-04
2022-08-31 01:43:58,252 INFO [train.py:927] (3/8) Epoch 16, batch 17400, giga_loss[loss=0.2109, simple_loss=0.2993, pruned_loss=0.06127, over 12376.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.02753, over 51.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3011, pruned_loss=0.06734, over 2475375.74 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07185, over 22039.44 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2901, pruned_loss=0.06292, over 2468679.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.05423, over 8004.06 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3028, pruned_loss=0.06853, over 2475283.03 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07313, over 23188.01 utterances.], batch size: 51, lr: 2.46e-04
2022-08-31 01:45:44,496 INFO [train.py:927] (3/8) Epoch 16, batch 17450, giga_loss[loss=0.1727, simple_loss=0.2552, pruned_loss=0.04515, over 12371.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1743, over 356.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2988, pruned_loss=0.06472, over 2475755.19 frames. utt_duration=425.9 frames, utt_pad_proportion=0.07776, over 23332.06 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2903, pruned_loss=0.06308, over 2468966.65 frames. utt_duration=1230 frames, utt_pad_proportion=0.05489, over 8038.70 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3002, pruned_loss=0.06559, over 2475569.73 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07846, over 24562.94 utterances.], batch size: 356, lr: 2.46e-04
2022-08-31 01:47:29,420 INFO [train.py:927] (3/8) Epoch 16, batch 17500, giga_loss[loss=0.1737, simple_loss=0.2737, pruned_loss=0.03685, over 12324.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.03068, over 66.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2991, pruned_loss=0.06346, over 2475306.48 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07295, over 23009.43 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.06307, over 2468834.19 frames. utt_duration=1224 frames, utt_pad_proportion=0.05818, over 8076.80 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3005, pruned_loss=0.06417, over 2475440.17 frames. utt_duration=409 frames, utt_pad_proportion=0.07285, over 24294.00 utterances.], batch size: 66, lr: 2.46e-04
2022-08-31 01:49:13,923 INFO [train.py:927] (3/8) Epoch 16, batch 17550, giga_loss[loss=0.1992, simple_loss=0.2906, pruned_loss=0.05394, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02655, over 48.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2975, pruned_loss=0.06194, over 2476238.77 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07092, over 23098.14 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.29, pruned_loss=0.06308, over 2468951.00 frames. utt_duration=1227 frames, utt_pad_proportion=0.05752, over 8058.71 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2989, pruned_loss=0.06249, over 2476335.05 frames. utt_duration=408.4 frames, utt_pad_proportion=0.07121, over 24341.42 utterances.], batch size: 48, lr: 2.46e-04
2022-08-31 01:51:01,477 INFO [train.py:927] (3/8) Epoch 16, batch 17600, giga_loss[loss=0.187, simple_loss=0.2821, pruned_loss=0.04596, over 12441.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03212, over 75.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2963, pruned_loss=0.06099, over 2476286.86 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07102, over 23485.07 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2897, pruned_loss=0.06294, over 2468950.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.05728, over 8036.17 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2977, pruned_loss=0.06152, over 2476427.20 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07134, over 24610.64 utterances.], batch size: 75, lr: 2.46e-04
2022-08-31 01:52:43,119 INFO [train.py:927] (3/8) Epoch 16, batch 17650, giga_loss[loss=0.1867, simple_loss=0.2777, pruned_loss=0.04789, over 12453.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04699, over 34.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.295, pruned_loss=0.05965, over 2475975.74 frames. utt_duration=413.4 frames, utt_pad_proportion=0.07047, over 24039.42 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2899, pruned_loss=0.06302, over 2468846.57 frames. utt_duration=1232 frames, utt_pad_proportion=0.05626, over 8027.36 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2961, pruned_loss=0.05993, over 2476344.22 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07113, over 25308.95 utterances.], batch size: 34, lr: 2.46e-04
2022-08-31 01:54:26,630 INFO [train.py:927] (3/8) Epoch 16, batch 17700, giga_loss[loss=0.1683, simple_loss=0.2567, pruned_loss=0.03993, over 12458.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0361, over 43.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2917, pruned_loss=0.05769, over 2476229.89 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06982, over 24876.71 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2899, pruned_loss=0.06299, over 2468940.47 frames. utt_duration=1233 frames, utt_pad_proportion=0.0558, over 8020.10 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2925, pruned_loss=0.0579, over 2476498.96 frames. utt_duration=382 frames, utt_pad_proportion=0.07053, over 26033.86 utterances.], batch size: 43, lr: 2.46e-04
2022-08-31 01:56:13,579 INFO [train.py:927] (3/8) Epoch 16, batch 17750, giga_loss[loss=0.221, simple_loss=0.3074, pruned_loss=0.06732, over 12403.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2903, pruned_loss=0.05772, over 2476432.10 frames. utt_duration=383.2 frames, utt_pad_proportion=0.07716, over 25949.43 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2903, pruned_loss=0.06336, over 2469207.39 frames. utt_duration=1237 frames, utt_pad_proportion=0.05491, over 7995.87 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2906, pruned_loss=0.05742, over 2476576.99 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07771, over 27269.75 utterances.], batch size: 91, lr: 2.46e-04
2022-08-31 01:58:10,690 INFO [train.py:927] (3/8) Epoch 16, batch 17800, giga_loss[loss=0.1805, simple_loss=0.2751, pruned_loss=0.04297, over 12462.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2916, pruned_loss=0.05711, over 2476682.79 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07564, over 25265.72 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2905, pruned_loss=0.06353, over 2469236.61 frames. utt_duration=1225 frames, utt_pad_proportion=0.05919, over 8074.98 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2917, pruned_loss=0.05666, over 2476860.18 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07518, over 26463.16 utterances.], batch size: 37, lr: 2.46e-04
2022-08-31 02:00:16,068 INFO [train.py:927] (3/8) Epoch 16, batch 17850, giga_loss[loss=0.17, simple_loss=0.2706, pruned_loss=0.03472, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03848, over 113.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2903, pruned_loss=0.05585, over 2477014.92 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07143, over 24373.95 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2901, pruned_loss=0.06332, over 2469232.89 frames. utt_duration=1229 frames, utt_pad_proportion=0.05859, over 8046.02 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2907, pruned_loss=0.05559, over 2477248.56 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07145, over 25570.90 utterances.], batch size: 113, lr: 2.46e-04
2022-08-31 02:02:19,748 INFO [train.py:927] (3/8) Epoch 16, batch 17900, giga_loss[loss=0.1849, simple_loss=0.2758, pruned_loss=0.04697, over 12390.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03516, over 122.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2885, pruned_loss=0.05417, over 2476837.27 frames. utt_duration=405.5 frames, utt_pad_proportion=0.07099, over 24515.75 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2897, pruned_loss=0.06302, over 2469014.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.05835, over 8035.22 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2892, pruned_loss=0.054, over 2477400.86 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07116, over 25903.26 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:04:25,781 INFO [train.py:927] (3/8) Epoch 16, batch 17950, giga_loss[loss=0.1951, simple_loss=0.286, pruned_loss=0.05207, over 12436.00 frames. utt_duration=310 frames, utt_pad_proportion=0.0461, over 161.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2866, pruned_loss=0.05363, over 2476962.08 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06731, over 24550.15 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2894, pruned_loss=0.06289, over 2468923.52 frames. utt_duration=1236 frames, utt_pad_proportion=0.05705, over 7998.63 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2873, pruned_loss=0.05337, over 2477712.65 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06807, over 26125.86 utterances.], batch size: 161, lr: 2.46e-04
2022-08-31 02:06:20,982 INFO [train.py:927] (3/8) Epoch 16, batch 18000, libri_loss[loss=0.2004, simple_loss=0.2823, pruned_loss=0.05925, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006907, over 34.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2857, pruned_loss=0.05334, over 2476582.52 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06942, over 24760.45 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2897, pruned_loss=0.06299, over 2469031.20 frames. utt_duration=1228 frames, utt_pad_proportion=0.05999, over 8050.75 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05278, over 2477311.58 frames. utt_duration=376.2 frames, utt_pad_proportion=0.06916, over 26435.00 utterances.], batch size: 34, lr: 2.46e-04
2022-08-31 02:06:20,982 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 02:06:34,986 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1727, simple_loss=0.2827, pruned_loss=0.03135, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 02:08:43,350 INFO [train.py:927] (3/8) Epoch 16, batch 18050, giga_loss[loss=0.2006, simple_loss=0.289, pruned_loss=0.05606, over 12404.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03417, over 122.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2866, pruned_loss=0.05325, over 2476404.47 frames. utt_duration=407.2 frames, utt_pad_proportion=0.0703, over 24402.80 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2898, pruned_loss=0.06309, over 2468958.90 frames. utt_duration=1221 frames, utt_pad_proportion=0.06274, over 8098.61 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2866, pruned_loss=0.05246, over 2477271.96 frames. utt_duration=380 frames, utt_pad_proportion=0.06948, over 26162.50 utterances.], batch size: 122, lr: 2.46e-04
2022-08-31 02:10:46,820 INFO [train.py:927] (3/8) Epoch 16, batch 18100, giga_loss[loss=0.2154, simple_loss=0.3049, pruned_loss=0.06298, over 12478.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.05265, over 2476186.98 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06927, over 24081.24 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2898, pruned_loss=0.06296, over 2468744.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06303, over 8124.06 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.285, pruned_loss=0.05189, over 2477243.66 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06865, over 25837.59 utterances.], batch size: 98, lr: 2.46e-04
2022-08-31 02:12:47,747 INFO [train.py:927] (3/8) Epoch 16, batch 18150, giga_loss[loss=0.1596, simple_loss=0.2412, pruned_loss=0.03902, over 12373.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1794, over 358.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2878, pruned_loss=0.05289, over 2477144.61 frames. utt_duration=384.4 frames, utt_pad_proportion=0.07333, over 25861.57 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2896, pruned_loss=0.06289, over 2468650.31 frames. utt_duration=1220 frames, utt_pad_proportion=0.06258, over 8106.87 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2879, pruned_loss=0.05227, over 2478115.41 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07278, over 27406.91 utterances.], batch size: 358, lr: 2.46e-04
2022-08-31 02:15:00,427 INFO [train.py:927] (3/8) Epoch 16, batch 18200, libri_loss[loss=0.1799, simple_loss=0.2539, pruned_loss=0.05292, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008328, over 30.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2886, pruned_loss=0.05181, over 2477619.04 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06957, over 25195.08 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2895, pruned_loss=0.06292, over 2468910.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06164, over 8090.79 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2888, pruned_loss=0.0511, over 2478310.06 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06963, over 26764.75 utterances.], batch size: 30, lr: 2.46e-04
2022-08-31 02:17:03,829 INFO [train.py:927] (3/8) Epoch 16, batch 18250, giga_loss[loss=0.1782, simple_loss=0.2729, pruned_loss=0.04178, over 12325.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2891, pruned_loss=0.05245, over 2477948.19 frames. utt_duration=386.6 frames, utt_pad_proportion=0.07178, over 25717.83 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2898, pruned_loss=0.06313, over 2469065.82 frames. utt_duration=1219 frames, utt_pad_proportion=0.06173, over 8113.99 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2889, pruned_loss=0.05148, over 2478523.18 frames. utt_duration=364.7 frames, utt_pad_proportion=0.07178, over 27271.96 utterances.], batch size: 45, lr: 2.46e-04
2022-08-31 02:19:31,576 INFO [train.py:927] (3/8) Epoch 16, batch 18300, giga_loss[loss=0.1849, simple_loss=0.2719, pruned_loss=0.04899, over 12460.00 frames. utt_duration=587.3 frames, utt_pad_proportion=0.02122, over 85.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2888, pruned_loss=0.05288, over 2477568.50 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06995, over 24876.93 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2901, pruned_loss=0.06321, over 2468816.42 frames. utt_duration=1219 frames, utt_pad_proportion=0.06088, over 8110.28 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2884, pruned_loss=0.05183, over 2478437.81 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07032, over 26488.60 utterances.], batch size: 85, lr: 2.46e-04
2022-08-31 02:21:41,072 INFO [train.py:927] (3/8) Epoch 16, batch 18350, giga_loss[loss=0.1812, simple_loss=0.2624, pruned_loss=0.04997, over 12352.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1902, over 362.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2865, pruned_loss=0.05215, over 2478291.06 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07284, over 25311.66 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2903, pruned_loss=0.06332, over 2468985.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.06048, over 8112.15 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2859, pruned_loss=0.0511, over 2478904.84 frames. utt_duration=372 frames, utt_pad_proportion=0.07314, over 26738.26 utterances.], batch size: 362, lr: 2.46e-04
2022-08-31 02:23:44,183 INFO [train.py:927] (3/8) Epoch 16, batch 18400, giga_loss[loss=0.2159, simple_loss=0.3115, pruned_loss=0.06014, over 12401.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2863, pruned_loss=0.05229, over 2478947.24 frames. utt_duration=385.9 frames, utt_pad_proportion=0.0755, over 25774.15 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06355, over 2469082.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.06131, over 8150.45 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2856, pruned_loss=0.05113, over 2479470.38 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07547, over 27088.70 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 02:25:48,402 INFO [train.py:927] (3/8) Epoch 16, batch 18450, giga_loss[loss=0.1923, simple_loss=0.2816, pruned_loss=0.05151, over 12453.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03651, over 133.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2865, pruned_loss=0.053, over 2478916.62 frames. utt_duration=387.3 frames, utt_pad_proportion=0.07344, over 25680.68 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2904, pruned_loss=0.06352, over 2468880.19 frames. utt_duration=1217 frames, utt_pad_proportion=0.06096, over 8126.01 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2861, pruned_loss=0.05202, over 2479597.93 frames. utt_duration=370 frames, utt_pad_proportion=0.07361, over 26889.25 utterances.], batch size: 133, lr: 2.46e-04
2022-08-31 02:27:51,521 INFO [train.py:927] (3/8) Epoch 16, batch 18500, giga_loss[loss=0.2169, simple_loss=0.31, pruned_loss=0.06193, over 12383.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.02706, over 85.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2865, pruned_loss=0.0533, over 2478883.94 frames. utt_duration=385 frames, utt_pad_proportion=0.07484, over 25832.05 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2904, pruned_loss=0.06349, over 2469227.29 frames. utt_duration=1216 frames, utt_pad_proportion=0.06041, over 8134.59 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2861, pruned_loss=0.05237, over 2479286.87 frames. utt_duration=367.3 frames, utt_pad_proportion=0.07512, over 27088.37 utterances.], batch size: 85, lr: 2.46e-04
2022-08-31 02:30:10,187 INFO [train.py:927] (3/8) Epoch 16, batch 18550, giga_loss[loss=0.2016, simple_loss=0.2901, pruned_loss=0.05658, over 12202.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03198, over 39.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2883, pruned_loss=0.05356, over 2478325.57 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06995, over 25570.55 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2902, pruned_loss=0.06342, over 2468972.19 frames. utt_duration=1219 frames, utt_pad_proportion=0.05978, over 8108.70 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2881, pruned_loss=0.05274, over 2478997.32 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07058, over 26830.39 utterances.], batch size: 39, lr: 2.46e-04
2022-08-31 02:32:16,454 INFO [train.py:927] (3/8) Epoch 16, batch 18600, giga_loss[loss=0.1617, simple_loss=0.2463, pruned_loss=0.03849, over 12381.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2852, pruned_loss=0.05281, over 2478191.77 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06828, over 25155.14 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2899, pruned_loss=0.06325, over 2468614.84 frames. utt_duration=1223 frames, utt_pad_proportion=0.05895, over 8083.32 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2852, pruned_loss=0.05198, over 2479337.42 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06919, over 26719.14 utterances.], batch size: 97, lr: 2.46e-04
2022-08-31 02:34:15,812 INFO [train.py:927] (3/8) Epoch 16, batch 18650, giga_loss[loss=0.1868, simple_loss=0.2782, pruned_loss=0.04772, over 12436.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03641, over 105.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2824, pruned_loss=0.05229, over 2477519.01 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06852, over 25047.54 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2897, pruned_loss=0.06317, over 2468006.65 frames. utt_duration=1218 frames, utt_pad_proportion=0.06243, over 8116.27 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2825, pruned_loss=0.05143, over 2479228.66 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06843, over 26723.21 utterances.], batch size: 105, lr: 2.46e-04
2022-08-31 02:36:08,889 INFO [train.py:927] (3/8) Epoch 16, batch 18700, giga_loss[loss=0.15, simple_loss=0.2307, pruned_loss=0.03462, over 12374.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1756, over 356.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2823, pruned_loss=0.05251, over 2477373.81 frames. utt_duration=389.5 frames, utt_pad_proportion=0.0715, over 25518.16 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2903, pruned_loss=0.06365, over 2467886.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.06191, over 8122.67 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2816, pruned_loss=0.05105, over 2479155.27 frames. utt_duration=363.1 frames, utt_pad_proportion=0.07146, over 27397.13 utterances.], batch size: 356, lr: 2.46e-04
2022-08-31 02:38:12,753 INFO [train.py:927] (3/8) Epoch 16, batch 18750, giga_loss[loss=0.2037, simple_loss=0.2925, pruned_loss=0.05748, over 12426.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07257, over 212.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2809, pruned_loss=0.05154, over 2477974.02 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07036, over 25409.46 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.29, pruned_loss=0.06349, over 2468095.11 frames. utt_duration=1220 frames, utt_pad_proportion=0.06123, over 8102.89 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2805, pruned_loss=0.05038, over 2479320.28 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07059, over 27140.10 utterances.], batch size: 212, lr: 2.45e-04
2022-08-31 02:40:30,675 INFO [train.py:927] (3/8) Epoch 16, batch 18800, libri_loss[loss=0.1728, simple_loss=0.2523, pruned_loss=0.04665, over 12180.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009045, over 30.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2803, pruned_loss=0.05106, over 2477624.33 frames. utt_duration=391.2 frames, utt_pad_proportion=0.07122, over 25412.29 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2902, pruned_loss=0.06348, over 2467831.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06059, over 8092.82 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2797, pruned_loss=0.04992, over 2479123.35 frames. utt_duration=366.8 frames, utt_pad_proportion=0.07158, over 27121.66 utterances.], batch size: 30, lr: 2.45e-04
2022-08-31 02:42:31,412 INFO [train.py:927] (3/8) Epoch 16, batch 18850, giga_loss[loss=0.2092, simple_loss=0.2949, pruned_loss=0.06177, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.28, pruned_loss=0.05081, over 2478307.80 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06824, over 24635.20 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.29, pruned_loss=0.06336, over 2467545.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06016, over 8075.94 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2796, pruned_loss=0.04991, over 2479807.73 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06883, over 26133.79 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 02:44:25,703 INFO [train.py:927] (3/8) Epoch 16, batch 18900, giga_loss[loss=0.2177, simple_loss=0.3136, pruned_loss=0.06089, over 12412.00 frames. utt_duration=546.8 frames, utt_pad_proportion=0.02537, over 91.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2797, pruned_loss=0.05021, over 2478487.10 frames. utt_duration=388 frames, utt_pad_proportion=0.06969, over 25632.52 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.29, pruned_loss=0.06335, over 2467765.54 frames. utt_duration=1227 frames, utt_pad_proportion=0.0594, over 8055.45 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2792, pruned_loss=0.04929, over 2479682.45 frames. utt_duration=366.8 frames, utt_pad_proportion=0.0703, over 27125.50 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 02:46:22,165 INFO [train.py:927] (3/8) Epoch 16, batch 18950, giga_loss[loss=0.1905, simple_loss=0.2844, pruned_loss=0.04831, over 12374.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04284, over 133.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2818, pruned_loss=0.05045, over 2478263.77 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06594, over 24499.16 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2896, pruned_loss=0.06325, over 2467699.31 frames. utt_duration=1233 frames, utt_pad_proportion=0.05836, over 8017.02 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04946, over 2479574.62 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06702, over 26186.70 utterances.], batch size: 133, lr: 2.45e-04
2022-08-31 02:48:21,437 INFO [train.py:927] (3/8) Epoch 16, batch 19000, giga_loss[loss=0.1704, simple_loss=0.2628, pruned_loss=0.039, over 12366.00 frames. utt_duration=971 frames, utt_pad_proportion=0.02898, over 51.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05106, over 2477902.00 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06493, over 24148.68 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2898, pruned_loss=0.06352, over 2467727.30 frames. utt_duration=1225 frames, utt_pad_proportion=0.06184, over 8070.57 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2822, pruned_loss=0.04973, over 2479150.46 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06482, over 25810.20 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 02:50:22,428 INFO [train.py:927] (3/8) Epoch 16, batch 19050, giga_loss[loss=0.167, simple_loss=0.259, pruned_loss=0.03748, over 12359.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03738, over 113.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2811, pruned_loss=0.05016, over 2477994.88 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06175, over 23396.82 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2893, pruned_loss=0.06323, over 2467477.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06081, over 8060.39 utterances.], giga_tot_loss[loss=0.1894, simple_loss=0.2809, pruned_loss=0.04895, over 2479563.40 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06217, over 25254.15 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 02:52:20,560 INFO [train.py:927] (3/8) Epoch 16, batch 19100, giga_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06048, over 12385.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09466, over 255.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2807, pruned_loss=0.05002, over 2478043.26 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06018, over 23322.07 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2894, pruned_loss=0.06323, over 2467610.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.0601, over 8047.55 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2802, pruned_loss=0.04887, over 2479296.76 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06081, over 25008.08 utterances.], batch size: 255, lr: 2.45e-04
2022-08-31 02:54:21,511 INFO [train.py:927] (3/8) Epoch 16, batch 19150, giga_loss[loss=0.1621, simple_loss=0.2637, pruned_loss=0.03027, over 12359.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02945, over 70.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05099, over 2478070.24 frames. utt_duration=418.8 frames, utt_pad_proportion=0.06109, over 23734.04 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2894, pruned_loss=0.06323, over 2467607.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.05849, over 8015.34 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2819, pruned_loss=0.04964, over 2479437.46 frames. utt_duration=388.2 frames, utt_pad_proportion=0.062, over 25624.06 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 02:56:17,548 INFO [train.py:927] (3/8) Epoch 16, batch 19200, giga_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05257, over 12371.00 frames. utt_duration=233.6 frames, utt_pad_proportion=0.07305, over 213.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.05131, over 2478250.01 frames. utt_duration=415 frames, utt_pad_proportion=0.06342, over 23957.39 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06317, over 2467871.13 frames. utt_duration=1236 frames, utt_pad_proportion=0.05787, over 7994.17 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2834, pruned_loss=0.05013, over 2479226.89 frames. utt_duration=387 frames, utt_pad_proportion=0.06421, over 25703.01 utterances.], batch size: 213, lr: 2.45e-04
2022-08-31 02:58:32,462 INFO [train.py:927] (3/8) Epoch 16, batch 19250, giga_loss[loss=0.1949, simple_loss=0.284, pruned_loss=0.05288, over 12409.00 frames. utt_duration=585 frames, utt_pad_proportion=0.02818, over 85.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2836, pruned_loss=0.0509, over 2478035.07 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06313, over 23283.84 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06269, over 2468083.89 frames. utt_duration=1243 frames, utt_pad_proportion=0.05678, over 7950.70 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2842, pruned_loss=0.05001, over 2478949.34 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06414, over 25226.63 utterances.], batch size: 85, lr: 2.45e-04
2022-08-31 03:00:35,347 INFO [train.py:927] (3/8) Epoch 16, batch 19300, giga_loss[loss=0.1922, simple_loss=0.2843, pruned_loss=0.05008, over 12354.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2835, pruned_loss=0.05168, over 2478472.68 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06582, over 23914.89 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06265, over 2468137.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.057, over 7965.86 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.284, pruned_loss=0.05081, over 2479325.11 frames. utt_duration=386.7 frames, utt_pad_proportion=0.0664, over 25725.03 utterances.], batch size: 58, lr: 2.45e-04
2022-08-31 03:02:44,081 INFO [train.py:927] (3/8) Epoch 16, batch 19350, libri_loss[loss=0.2036, simple_loss=0.3069, pruned_loss=0.05018, over 12380.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03994, over 46.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2832, pruned_loss=0.05142, over 2478480.68 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06619, over 24379.40 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2882, pruned_loss=0.06261, over 2468142.78 frames. utt_duration=1241 frames, utt_pad_proportion=0.05667, over 7967.23 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2834, pruned_loss=0.05068, over 2479233.12 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06674, over 25948.54 utterances.], batch size: 46, lr: 2.45e-04
2022-08-31 03:04:43,032 INFO [train.py:927] (3/8) Epoch 16, batch 19400, giga_loss[loss=0.2045, simple_loss=0.2965, pruned_loss=0.05621, over 12243.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02756, over 45.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2832, pruned_loss=0.05157, over 2477580.82 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06636, over 24071.01 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2886, pruned_loss=0.06273, over 2467901.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06079, over 8026.67 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05064, over 2478578.51 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06557, over 25549.90 utterances.], batch size: 45, lr: 2.45e-04
2022-08-31 03:06:43,575 INFO [train.py:927] (3/8) Epoch 16, batch 19450, giga_loss[loss=0.2061, simple_loss=0.3001, pruned_loss=0.05603, over 12382.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2836, pruned_loss=0.0505, over 2477311.20 frames. utt_duration=419.8 frames, utt_pad_proportion=0.06571, over 23671.38 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2887, pruned_loss=0.06268, over 2467926.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.0602, over 8012.38 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2831, pruned_loss=0.04966, over 2478205.17 frames. utt_duration=396.6 frames, utt_pad_proportion=0.0653, over 25068.54 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 03:08:42,099 INFO [train.py:927] (3/8) Epoch 16, batch 19500, giga_loss[loss=0.1814, simple_loss=0.2821, pruned_loss=0.04037, over 12415.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04778, over 161.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2852, pruned_loss=0.05028, over 2477578.02 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06554, over 23698.37 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06276, over 2468079.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.06384, over 8078.35 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.2843, pruned_loss=0.04925, over 2478358.80 frames. utt_duration=396.1 frames, utt_pad_proportion=0.06409, over 25101.70 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 03:10:48,262 INFO [train.py:927] (3/8) Epoch 16, batch 19550, giga_loss[loss=0.1827, simple_loss=0.2822, pruned_loss=0.04154, over 12406.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02631, over 91.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2852, pruned_loss=0.05066, over 2477746.55 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06882, over 24469.86 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2891, pruned_loss=0.06286, over 2467768.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.06316, over 8069.42 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2844, pruned_loss=0.04943, over 2478913.52 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06774, over 26035.79 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:13:03,787 INFO [train.py:927] (3/8) Epoch 16, batch 19600, giga_loss[loss=0.1949, simple_loss=0.2944, pruned_loss=0.0477, over 12403.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.03763, over 105.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2859, pruned_loss=0.05059, over 2478242.68 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06838, over 23883.39 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2895, pruned_loss=0.06306, over 2468284.93 frames. utt_duration=1199 frames, utt_pad_proportion=0.07181, over 8243.50 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2848, pruned_loss=0.04904, over 2479032.21 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06518, over 25508.55 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:15:15,908 INFO [train.py:927] (3/8) Epoch 16, batch 19650, giga_loss[loss=0.1852, simple_loss=0.2868, pruned_loss=0.04181, over 12351.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02726, over 66.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2875, pruned_loss=0.05139, over 2477979.96 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06831, over 23638.47 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.289, pruned_loss=0.06288, over 2467932.95 frames. utt_duration=1206 frames, utt_pad_proportion=0.07022, over 8197.32 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2869, pruned_loss=0.04994, over 2479259.12 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06619, over 25483.25 utterances.], batch size: 66, lr: 2.45e-04
2022-08-31 03:17:37,087 INFO [train.py:927] (3/8) Epoch 16, batch 19700, giga_loss[loss=0.1865, simple_loss=0.2801, pruned_loss=0.04645, over 12468.00 frames. utt_duration=409.6 frames, utt_pad_proportion=0.02477, over 122.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2865, pruned_loss=0.05121, over 2478076.26 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06665, over 23177.94 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.289, pruned_loss=0.06289, over 2468003.04 frames. utt_duration=1207 frames, utt_pad_proportion=0.06969, over 8186.36 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.286, pruned_loss=0.04996, over 2479110.29 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06518, over 24763.75 utterances.], batch size: 122, lr: 2.45e-04
2022-08-31 03:19:48,496 INFO [train.py:927] (3/8) Epoch 16, batch 19750, giga_loss[loss=0.2007, simple_loss=0.2992, pruned_loss=0.05111, over 12427.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05734, over 182.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2855, pruned_loss=0.05035, over 2478122.37 frames. utt_duration=418.9 frames, utt_pad_proportion=0.06714, over 23731.83 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06285, over 2467978.12 frames. utt_duration=1212 frames, utt_pad_proportion=0.06876, over 8153.81 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2851, pruned_loss=0.04919, over 2479131.22 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06621, over 25281.97 utterances.], batch size: 182, lr: 2.45e-04
2022-08-31 03:21:52,131 INFO [train.py:927] (3/8) Epoch 16, batch 19800, giga_loss[loss=0.2243, simple_loss=0.3087, pruned_loss=0.06996, over 12390.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2857, pruned_loss=0.05066, over 2477951.53 frames. utt_duration=401.6 frames, utt_pad_proportion=0.07266, over 24755.57 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.289, pruned_loss=0.06287, over 2468162.63 frames. utt_duration=1214 frames, utt_pad_proportion=0.06827, over 8139.33 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2853, pruned_loss=0.04962, over 2478669.84 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07184, over 26133.21 utterances.], batch size: 259, lr: 2.45e-04
2022-08-31 03:23:48,000 INFO [train.py:927] (3/8) Epoch 16, batch 19850, giga_loss[loss=0.1698, simple_loss=0.2638, pruned_loss=0.03794, over 12356.00 frames. utt_duration=471.8 frames, utt_pad_proportion=0.04294, over 105.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.2862, pruned_loss=0.05078, over 2478039.55 frames. utt_duration=406 frames, utt_pad_proportion=0.06943, over 24483.90 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2894, pruned_loss=0.06293, over 2468419.88 frames. utt_duration=1209 frames, utt_pad_proportion=0.07058, over 8176.23 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2855, pruned_loss=0.0495, over 2478689.31 frames. utt_duration=381.6 frames, utt_pad_proportion=0.0682, over 26062.36 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:25:46,149 INFO [train.py:927] (3/8) Epoch 16, batch 19900, giga_loss[loss=0.1609, simple_loss=0.2482, pruned_loss=0.03677, over 12477.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02902, over 55.00 utterances.], tot_loss[loss=0.1941, simple_loss=0.2854, pruned_loss=0.05134, over 2478538.57 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07061, over 25139.70 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2895, pruned_loss=0.06308, over 2469025.23 frames. utt_duration=1213 frames, utt_pad_proportion=0.06905, over 8154.17 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2847, pruned_loss=0.04985, over 2478765.58 frames. utt_duration=369.9 frames, utt_pad_proportion=0.07004, over 26891.71 utterances.], batch size: 55, lr: 2.45e-04
2022-08-31 03:27:31,661 INFO [train.py:927] (3/8) Epoch 16, batch 19950, giga_loss[loss=0.2308, simple_loss=0.3214, pruned_loss=0.07007, over 12383.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05152, over 161.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2902, pruned_loss=0.05415, over 2477165.66 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07155, over 24487.37 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2894, pruned_loss=0.06305, over 2468865.59 frames. utt_duration=1218 frames, utt_pad_proportion=0.06748, over 8117.98 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2896, pruned_loss=0.05271, over 2477734.40 frames. utt_duration=376.9 frames, utt_pad_proportion=0.07152, over 26379.58 utterances.], batch size: 161, lr: 2.45e-04
2022-08-31 03:29:15,487 INFO [train.py:927] (3/8) Epoch 16, batch 20000, giga_loss[loss=0.1832, simple_loss=0.2734, pruned_loss=0.04644, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03603, over 105.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2928, pruned_loss=0.05573, over 2475924.87 frames. utt_duration=418.5 frames, utt_pad_proportion=0.07426, over 23738.85 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2889, pruned_loss=0.06284, over 2468577.61 frames. utt_duration=1225 frames, utt_pad_proportion=0.06614, over 8073.02 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2929, pruned_loss=0.05455, over 2476868.76 frames. utt_duration=386.3 frames, utt_pad_proportion=0.07446, over 25731.37 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:30:59,554 INFO [train.py:927] (3/8) Epoch 16, batch 20050, giga_loss[loss=0.1678, simple_loss=0.2585, pruned_loss=0.03858, over 12372.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2887, pruned_loss=0.05448, over 2475853.13 frames. utt_duration=431 frames, utt_pad_proportion=0.07465, over 23045.46 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2891, pruned_loss=0.06289, over 2468409.62 frames. utt_duration=1223 frames, utt_pad_proportion=0.06619, over 8085.71 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2885, pruned_loss=0.05341, over 2476858.36 frames. utt_duration=400.6 frames, utt_pad_proportion=0.07481, over 24813.87 utterances.], batch size: 145, lr: 2.45e-04
2022-08-31 03:32:41,632 INFO [train.py:927] (3/8) Epoch 16, batch 20100, giga_loss[loss=0.1736, simple_loss=0.2556, pruned_loss=0.04582, over 12355.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03198, over 97.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2815, pruned_loss=0.05222, over 2475887.80 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07349, over 22242.72 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2887, pruned_loss=0.06269, over 2468734.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06445, over 8051.34 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2817, pruned_loss=0.05123, over 2476641.26 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07434, over 24165.84 utterances.], batch size: 97, lr: 2.45e-04
2022-08-31 03:34:23,969 INFO [train.py:927] (3/8) Epoch 16, batch 20150, giga_loss[loss=0.1561, simple_loss=0.2433, pruned_loss=0.0344, over 12398.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.0298, over 62.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.2744, pruned_loss=0.05003, over 2474289.59 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07087, over 21259.67 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06236, over 2468401.31 frames. utt_duration=1232 frames, utt_pad_proportion=0.06337, over 8022.41 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2748, pruned_loss=0.0491, over 2475421.30 frames. utt_duration=425.6 frames, utt_pad_proportion=0.0722, over 23342.71 utterances.], batch size: 62, lr: 2.45e-04
2022-08-31 03:36:08,850 INFO [train.py:927] (3/8) Epoch 16, batch 20200, giga_loss[loss=0.1546, simple_loss=0.2449, pruned_loss=0.03214, over 12439.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.037, over 133.00 utterances.], tot_loss[loss=0.1834, simple_loss=0.2698, pruned_loss=0.04848, over 2474344.67 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07392, over 21055.15 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06237, over 2468571.87 frames. utt_duration=1237 frames, utt_pad_proportion=0.06221, over 7989.21 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2698, pruned_loss=0.0474, over 2475240.62 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07524, over 23056.89 utterances.], batch size: 133, lr: 2.45e-04
2022-08-31 03:37:54,188 INFO [train.py:927] (3/8) Epoch 16, batch 20250, giga_loss[loss=0.1891, simple_loss=0.2764, pruned_loss=0.05088, over 12389.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03901, over 113.00 utterances.], tot_loss[loss=0.1807, simple_loss=0.2663, pruned_loss=0.04752, over 2474108.64 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07246, over 20929.12 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.0623, over 2468579.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.06563, over 8036.77 utterances.], giga_tot_loss[loss=0.1795, simple_loss=0.2661, pruned_loss=0.0464, over 2474946.73 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07254, over 22762.13 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 03:39:39,086 INFO [train.py:927] (3/8) Epoch 16, batch 20300, giga_loss[loss=0.1707, simple_loss=0.2482, pruned_loss=0.04654, over 12387.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06928, over 211.00 utterances.], tot_loss[loss=0.1778, simple_loss=0.2628, pruned_loss=0.04637, over 2473881.79 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07376, over 20225.98 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06257, over 2468338.53 frames. utt_duration=1217 frames, utt_pad_proportion=0.06956, over 8120.82 utterances.], giga_tot_loss[loss=0.1754, simple_loss=0.2615, pruned_loss=0.04469, over 2474971.50 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07258, over 22083.93 utterances.], batch size: 211, lr: 2.45e-04
2022-08-31 03:41:22,750 INFO [train.py:927] (3/8) Epoch 16, batch 20350, giga_loss[loss=0.1909, simple_loss=0.2673, pruned_loss=0.05728, over 12421.00 frames. utt_duration=579 frames, utt_pad_proportion=0.03819, over 86.00 utterances.], tot_loss[loss=0.1734, simple_loss=0.2579, pruned_loss=0.04445, over 2473664.31 frames. utt_duration=493 frames, utt_pad_proportion=0.07582, over 20131.45 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2878, pruned_loss=0.06248, over 2468197.29 frames. utt_duration=1208 frames, utt_pad_proportion=0.07339, over 8180.26 utterances.], giga_tot_loss[loss=0.1714, simple_loss=0.2568, pruned_loss=0.04299, over 2474726.24 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07358, over 21707.00 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 03:43:06,796 INFO [train.py:927] (3/8) Epoch 16, batch 20400, giga_loss[loss=0.1608, simple_loss=0.2449, pruned_loss=0.03832, over 12457.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03533, over 86.00 utterances.], tot_loss[loss=0.17, simple_loss=0.2539, pruned_loss=0.04306, over 2473496.86 frames. utt_duration=517.1 frames, utt_pad_proportion=0.06906, over 19186.57 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06238, over 2468299.14 frames. utt_duration=1211 frames, utt_pad_proportion=0.07232, over 8159.73 utterances.], giga_tot_loss[loss=0.168, simple_loss=0.2527, pruned_loss=0.04165, over 2474351.14 frames. utt_duration=480.4 frames, utt_pad_proportion=0.06802, over 20663.03 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 03:44:51,147 INFO [train.py:927] (3/8) Epoch 16, batch 20450, giga_loss[loss=0.2083, simple_loss=0.3035, pruned_loss=0.05661, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02972, over 91.00 utterances.], tot_loss[loss=0.1787, simple_loss=0.263, pruned_loss=0.04719, over 2473288.57 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06987, over 19405.95 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06232, over 2468617.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.07122, over 8143.67 utterances.], giga_tot_loss[loss=0.1765, simple_loss=0.2615, pruned_loss=0.0458, over 2473789.33 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06935, over 20777.36 utterances.], batch size: 91, lr: 2.45e-04
2022-08-31 03:46:36,577 INFO [train.py:927] (3/8) Epoch 16, batch 20500, giga_loss[loss=0.1852, simple_loss=0.2778, pruned_loss=0.04628, over 12253.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02875, over 54.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.2724, pruned_loss=0.05093, over 2473118.27 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06991, over 19083.51 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06242, over 2468654.27 frames. utt_duration=1216 frames, utt_pad_proportion=0.0701, over 8128.89 utterances.], giga_tot_loss[loss=0.1848, simple_loss=0.2705, pruned_loss=0.04952, over 2473576.54 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06987, over 20384.18 utterances.], batch size: 54, lr: 2.45e-04
2022-08-31 03:48:23,077 INFO [train.py:927] (3/8) Epoch 16, batch 20550, giga_loss[loss=0.2217, simple_loss=0.3141, pruned_loss=0.06461, over 12395.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03891, over 105.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2781, pruned_loss=0.05275, over 2472910.61 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06634, over 18829.29 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06239, over 2468555.07 frames. utt_duration=1219 frames, utt_pad_proportion=0.06933, over 8107.09 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2765, pruned_loss=0.05151, over 2473429.93 frames. utt_duration=495.6 frames, utt_pad_proportion=0.06677, over 20020.87 utterances.], batch size: 105, lr: 2.45e-04
2022-08-31 03:50:08,818 INFO [train.py:927] (3/8) Epoch 16, batch 20600, giga_loss[loss=0.2139, simple_loss=0.2987, pruned_loss=0.0646, over 12448.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03423, over 86.00 utterances.], tot_loss[loss=0.195, simple_loss=0.2815, pruned_loss=0.0542, over 2472849.44 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06621, over 18773.62 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06239, over 2468793.12 frames. utt_duration=1217 frames, utt_pad_proportion=0.06918, over 8123.85 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2801, pruned_loss=0.05304, over 2473129.25 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06659, over 19892.76 utterances.], batch size: 86, lr: 2.45e-04
2022-08-31 03:51:58,609 INFO [train.py:927] (3/8) Epoch 16, batch 20650, giga_loss[loss=0.2073, simple_loss=0.2951, pruned_loss=0.05974, over 12435.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03762, over 37.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.286, pruned_loss=0.05647, over 2473130.15 frames. utt_duration=516 frames, utt_pad_proportion=0.07043, over 19225.35 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06235, over 2468657.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.06785, over 8096.03 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2846, pruned_loss=0.05542, over 2473585.44 frames. utt_duration=486.6 frames, utt_pad_proportion=0.071, over 20394.15 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 03:53:41,513 INFO [train.py:927] (3/8) Epoch 16, batch 20700, giga_loss[loss=0.2034, simple_loss=0.3012, pruned_loss=0.05282, over 12323.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03397, over 51.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.29, pruned_loss=0.05808, over 2473026.52 frames. utt_duration=511.1 frames, utt_pad_proportion=0.07801, over 19410.57 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06262, over 2468581.52 frames. utt_duration=1213 frames, utt_pad_proportion=0.07111, over 8147.21 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2887, pruned_loss=0.0569, over 2473551.70 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07698, over 20538.78 utterances.], batch size: 51, lr: 2.45e-04
2022-08-31 03:55:24,253 INFO [train.py:927] (3/8) Epoch 16, batch 20750, giga_loss[loss=0.2063, simple_loss=0.3053, pruned_loss=0.05362, over 12422.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03474, over 113.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2917, pruned_loss=0.05816, over 2472351.27 frames. utt_duration=533.2 frames, utt_pad_proportion=0.075, over 18600.82 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06229, over 2468276.01 frames. utt_duration=1220 frames, utt_pad_proportion=0.0699, over 8101.03 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2912, pruned_loss=0.0574, over 2473108.90 frames. utt_duration=501.7 frames, utt_pad_proportion=0.0748, over 19777.82 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 03:57:06,686 INFO [train.py:927] (3/8) Epoch 16, batch 20800, libri_loss[loss=0.1771, simple_loss=0.2566, pruned_loss=0.04884, over 12224.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00897, over 29.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.292, pruned_loss=0.05732, over 2472779.28 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07107, over 17914.55 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.06228, over 2468146.47 frames. utt_duration=1219 frames, utt_pad_proportion=0.06945, over 8111.36 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2917, pruned_loss=0.0566, over 2473646.46 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07134, over 19129.68 utterances.], batch size: 29, lr: 2.45e-04
2022-08-31 03:58:50,325 INFO [train.py:927] (3/8) Epoch 16, batch 20850, giga_loss[loss=0.2579, simple_loss=0.3298, pruned_loss=0.09306, over 12370.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06548, over 183.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2927, pruned_loss=0.0579, over 2472934.78 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06648, over 17200.87 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2873, pruned_loss=0.0621, over 2468249.67 frames. utt_duration=1226 frames, utt_pad_proportion=0.06794, over 8065.61 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2929, pruned_loss=0.05735, over 2473679.77 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06757, over 18473.16 utterances.], batch size: 183, lr: 2.45e-04
2022-08-31 04:00:37,879 INFO [train.py:927] (3/8) Epoch 16, batch 20900, giga_loss[loss=0.2498, simple_loss=0.322, pruned_loss=0.0888, over 12377.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2948, pruned_loss=0.06019, over 2473037.58 frames. utt_duration=567.9 frames, utt_pad_proportion=0.07035, over 17465.08 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.06217, over 2468032.91 frames. utt_duration=1228 frames, utt_pad_proportion=0.0667, over 8047.06 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.0596, over 2473955.46 frames. utt_duration=529.1 frames, utt_pad_proportion=0.07153, over 18755.42 utterances.], batch size: 259, lr: 2.45e-04
2022-08-31 04:02:24,561 INFO [train.py:927] (3/8) Epoch 16, batch 20950, giga_loss[loss=0.1885, simple_loss=0.2762, pruned_loss=0.0504, over 12353.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02941, over 70.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2938, pruned_loss=0.06091, over 2473439.38 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0681, over 17328.50 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06228, over 2468307.86 frames. utt_duration=1232 frames, utt_pad_proportion=0.06497, over 8023.86 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.294, pruned_loss=0.06028, over 2474080.69 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06993, over 18670.89 utterances.], batch size: 70, lr: 2.45e-04
2022-08-31 04:04:06,314 INFO [train.py:927] (3/8) Epoch 16, batch 21000, libri_loss[loss=0.1884, simple_loss=0.2703, pruned_loss=0.05327, over 12225.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008788, over 29.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2936, pruned_loss=0.0609, over 2473037.36 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06195, over 16515.33 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.06217, over 2467900.89 frames. utt_duration=1242 frames, utt_pad_proportion=0.0626, over 7960.11 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2942, pruned_loss=0.06043, over 2474163.92 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06489, over 18080.22 utterances.], batch size: 29, lr: 2.45e-04
2022-08-31 04:04:06,316 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 04:04:22,858 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1876, simple_loss=0.3016, pruned_loss=0.03676, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 04:06:04,624 INFO [train.py:927] (3/8) Epoch 16, batch 21050, giga_loss[loss=0.2594, simple_loss=0.3249, pruned_loss=0.09695, over 12376.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1087, over 259.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2927, pruned_loss=0.06054, over 2473709.89 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06426, over 17819.01 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06239, over 2467788.66 frames. utt_duration=1232 frames, utt_pad_proportion=0.06639, over 8021.61 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2929, pruned_loss=0.05994, over 2474808.56 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06474, over 19171.70 utterances.], batch size: 259, lr: 2.45e-04
2022-08-31 04:07:47,104 INFO [train.py:927] (3/8) Epoch 16, batch 21100, libri_loss[loss=0.1719, simple_loss=0.2484, pruned_loss=0.04772, over 12214.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007227, over 31.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2884, pruned_loss=0.05895, over 2473350.31 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06429, over 17533.70 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2873, pruned_loss=0.06233, over 2467188.49 frames. utt_duration=1227 frames, utt_pad_proportion=0.06929, over 8051.94 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2892, pruned_loss=0.05846, over 2474932.97 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06367, over 18853.31 utterances.], batch size: 31, lr: 2.45e-04
2022-08-31 04:09:28,679 INFO [train.py:927] (3/8) Epoch 16, batch 21150, giga_loss[loss=0.191, simple_loss=0.2817, pruned_loss=0.05014, over 12386.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02567, over 66.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2859, pruned_loss=0.05836, over 2473207.07 frames. utt_duration=510.5 frames, utt_pad_proportion=0.07734, over 19435.08 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2873, pruned_loss=0.0622, over 2466894.84 frames. utt_duration=1233 frames, utt_pad_proportion=0.06727, over 8014.52 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2865, pruned_loss=0.05795, over 2474974.24 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07686, over 20928.01 utterances.], batch size: 66, lr: 2.45e-04
2022-08-31 04:11:12,193 INFO [train.py:927] (3/8) Epoch 16, batch 21200, giga_loss[loss=0.2018, simple_loss=0.2868, pruned_loss=0.05836, over 12347.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03252, over 85.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2856, pruned_loss=0.05834, over 2473588.35 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07439, over 19001.92 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2871, pruned_loss=0.0621, over 2466940.05 frames. utt_duration=1233 frames, utt_pad_proportion=0.06703, over 8015.32 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2863, pruned_loss=0.05808, over 2474993.98 frames. utt_duration=489.7 frames, utt_pad_proportion=0.0743, over 20279.10 utterances.], batch size: 85, lr: 2.45e-04
2022-08-31 04:12:55,601 INFO [train.py:927] (3/8) Epoch 16, batch 21250, giga_loss[loss=0.1641, simple_loss=0.2461, pruned_loss=0.04101, over 12425.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04302, over 26.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2847, pruned_loss=0.05871, over 2473217.10 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07775, over 19249.42 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2874, pruned_loss=0.06223, over 2466887.53 frames. utt_duration=1214 frames, utt_pad_proportion=0.07392, over 8138.30 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2849, pruned_loss=0.05826, over 2474600.72 frames. utt_duration=483 frames, utt_pad_proportion=0.07499, over 20556.34 utterances.], batch size: 26, lr: 2.45e-04
2022-08-31 04:14:34,228 INFO [train.py:927] (3/8) Epoch 16, batch 21300, giga_loss[loss=0.176, simple_loss=0.2579, pruned_loss=0.04702, over 12374.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04973, over 31.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2819, pruned_loss=0.05734, over 2472600.72 frames. utt_duration=524.3 frames, utt_pad_proportion=0.07464, over 18917.89 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2876, pruned_loss=0.06221, over 2466560.35 frames. utt_duration=1217 frames, utt_pad_proportion=0.07311, over 8115.37 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2818, pruned_loss=0.05694, over 2474074.85 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07291, over 20126.20 utterances.], batch size: 31, lr: 2.45e-04
2022-08-31 04:16:20,441 INFO [train.py:927] (3/8) Epoch 16, batch 21350, giga_loss[loss=0.1881, simple_loss=0.271, pruned_loss=0.05257, over 12425.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2788, pruned_loss=0.05612, over 2472707.99 frames. utt_duration=557.4 frames, utt_pad_proportion=0.06973, over 17793.71 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06237, over 2466882.26 frames. utt_duration=1209 frames, utt_pad_proportion=0.07558, over 8168.85 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2782, pruned_loss=0.05546, over 2473815.46 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06748, over 19035.38 utterances.], batch size: 146, lr: 2.45e-04
2022-08-31 04:18:01,950 INFO [train.py:927] (3/8) Epoch 16, batch 21400, giga_loss[loss=0.1609, simple_loss=0.2466, pruned_loss=0.03757, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2763, pruned_loss=0.05516, over 2472284.34 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06986, over 17496.41 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2879, pruned_loss=0.0623, over 2466992.28 frames. utt_duration=1208 frames, utt_pad_proportion=0.07546, over 8177.11 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2758, pruned_loss=0.05461, over 2473137.88 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06808, over 18603.84 utterances.], batch size: 97, lr: 2.45e-04
2022-08-31 04:19:44,327 INFO [train.py:927] (3/8) Epoch 16, batch 21450, giga_loss[loss=0.1768, simple_loss=0.2604, pruned_loss=0.04657, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03763, over 113.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2734, pruned_loss=0.05396, over 2472224.17 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06778, over 16872.03 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.0625, over 2466697.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.0785, over 8221.96 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2726, pruned_loss=0.05321, over 2473251.41 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06512, over 17871.42 utterances.], batch size: 113, lr: 2.45e-04
2022-08-31 04:21:27,098 INFO [train.py:927] (3/8) Epoch 16, batch 21500, giga_loss[loss=0.1986, simple_loss=0.2878, pruned_loss=0.05471, over 12429.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03311, over 75.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2753, pruned_loss=0.05514, over 2472055.33 frames. utt_duration=579.6 frames, utt_pad_proportion=0.07242, over 17103.87 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.06296, over 2466610.74 frames. utt_duration=1181 frames, utt_pad_proportion=0.08461, over 8361.73 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2734, pruned_loss=0.05383, over 2473145.21 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06721, over 18095.98 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 04:23:10,511 INFO [train.py:927] (3/8) Epoch 16, batch 21550, giga_loss[loss=0.2511, simple_loss=0.3354, pruned_loss=0.08334, over 12438.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05328, over 162.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2797, pruned_loss=0.05742, over 2472751.01 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06975, over 17286.33 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.0629, over 2466469.74 frames. utt_duration=1186 frames, utt_pad_proportion=0.08361, over 8326.84 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2782, pruned_loss=0.05632, over 2473842.90 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06609, over 18268.51 utterances.], batch size: 162, lr: 2.45e-04
2022-08-31 04:24:52,678 INFO [train.py:927] (3/8) Epoch 16, batch 21600, giga_loss[loss=0.1903, simple_loss=0.2726, pruned_loss=0.05404, over 12172.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.0331, over 30.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2849, pruned_loss=0.05991, over 2473285.70 frames. utt_duration=545.7 frames, utt_pad_proportion=0.0701, over 18180.57 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06321, over 2466266.09 frames. utt_duration=1179 frames, utt_pad_proportion=0.08601, over 8375.56 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2833, pruned_loss=0.05861, over 2474481.27 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06604, over 19150.70 utterances.], batch size: 30, lr: 2.45e-04
2022-08-31 04:26:34,632 INFO [train.py:927] (3/8) Epoch 16, batch 21650, giga_loss[loss=0.2323, simple_loss=0.3212, pruned_loss=0.07167, over 12383.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04486, over 26.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2911, pruned_loss=0.062, over 2473294.01 frames. utt_duration=540 frames, utt_pad_proportion=0.07127, over 18372.93 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2889, pruned_loss=0.06317, over 2466228.89 frames. utt_duration=1180 frames, utt_pad_proportion=0.08522, over 8368.88 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2897, pruned_loss=0.06098, over 2474338.61 frames. utt_duration=515 frames, utt_pad_proportion=0.06824, over 19275.08 utterances.], batch size: 26, lr: 2.45e-04
2022-08-31 04:28:17,124 INFO [train.py:927] (3/8) Epoch 16, batch 21700, giga_loss[loss=0.2029, simple_loss=0.2854, pruned_loss=0.0602, over 12386.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03827, over 37.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2941, pruned_loss=0.06302, over 2473482.39 frames. utt_duration=501.2 frames, utt_pad_proportion=0.08099, over 19800.74 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2891, pruned_loss=0.06315, over 2466418.36 frames. utt_duration=1182 frames, utt_pad_proportion=0.08339, over 8356.25 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2929, pruned_loss=0.06222, over 2474380.53 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07888, over 20878.60 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 04:29:59,580 INFO [train.py:927] (3/8) Epoch 16, batch 21750, giga_loss[loss=0.1798, simple_loss=0.2802, pruned_loss=0.03968, over 12343.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.292, pruned_loss=0.06076, over 2473067.67 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07492, over 18850.40 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.289, pruned_loss=0.06313, over 2466226.95 frames. utt_duration=1186 frames, utt_pad_proportion=0.08217, over 8329.29 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2913, pruned_loss=0.06012, over 2474065.67 frames. utt_duration=498 frames, utt_pad_proportion=0.0739, over 19932.21 utterances.], batch size: 66, lr: 2.45e-04
2022-08-31 04:31:43,133 INFO [train.py:927] (3/8) Epoch 16, batch 21800, giga_loss[loss=0.223, simple_loss=0.3077, pruned_loss=0.06914, over 12345.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.05158, over 31.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2931, pruned_loss=0.06056, over 2473045.24 frames. utt_duration=532.8 frames, utt_pad_proportion=0.07489, over 18618.12 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2895, pruned_loss=0.06346, over 2466375.72 frames. utt_duration=1172 frames, utt_pad_proportion=0.08551, over 8429.18 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2921, pruned_loss=0.05971, over 2473855.86 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07285, over 19630.98 utterances.], batch size: 31, lr: 2.45e-04
2022-08-31 04:33:25,599 INFO [train.py:927] (3/8) Epoch 16, batch 21850, giga_loss[loss=0.2025, simple_loss=0.2879, pruned_loss=0.05851, over 12373.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.03613, over 37.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2947, pruned_loss=0.06188, over 2473151.14 frames. utt_duration=545.4 frames, utt_pad_proportion=0.07259, over 18187.53 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2897, pruned_loss=0.06352, over 2466745.11 frames. utt_duration=1177 frames, utt_pad_proportion=0.08394, over 8395.80 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2939, pruned_loss=0.0611, over 2473613.25 frames. utt_duration=515.1 frames, utt_pad_proportion=0.0716, over 19263.21 utterances.], batch size: 37, lr: 2.45e-04
2022-08-31 04:35:06,674 INFO [train.py:927] (3/8) Epoch 16, batch 21900, giga_loss[loss=0.2466, simple_loss=0.322, pruned_loss=0.08561, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2957, pruned_loss=0.06291, over 2473480.83 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06871, over 17804.06 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2894, pruned_loss=0.06341, over 2467058.59 frames. utt_duration=1181 frames, utt_pad_proportion=0.0824, over 8366.27 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2954, pruned_loss=0.06235, over 2473698.57 frames. utt_duration=525 frames, utt_pad_proportion=0.06862, over 18900.26 utterances.], batch size: 146, lr: 2.45e-04
2022-08-31 04:36:50,282 INFO [train.py:927] (3/8) Epoch 16, batch 21950, giga_loss[loss=0.209, simple_loss=0.3029, pruned_loss=0.05753, over 12403.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03484, over 75.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2957, pruned_loss=0.06305, over 2473481.00 frames. utt_duration=576.1 frames, utt_pad_proportion=0.0641, over 17218.41 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.06323, over 2467106.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.08034, over 8320.31 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2961, pruned_loss=0.06274, over 2473853.41 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06493, over 18486.71 utterances.], batch size: 75, lr: 2.45e-04
2022-08-31 04:38:32,499 INFO [train.py:927] (3/8) Epoch 16, batch 22000, giga_loss[loss=0.2168, simple_loss=0.3085, pruned_loss=0.06258, over 12480.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03389, over 43.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2976, pruned_loss=0.06342, over 2472724.38 frames. utt_duration=565 frames, utt_pad_proportion=0.06927, over 17552.73 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.289, pruned_loss=0.0632, over 2467237.23 frames. utt_duration=1187 frames, utt_pad_proportion=0.07981, over 8326.08 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2979, pruned_loss=0.06321, over 2472958.80 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06978, over 18623.51 utterances.], batch size: 43, lr: 2.45e-04
2022-08-31 04:40:14,436 INFO [train.py:927] (3/8) Epoch 16, batch 22050, giga_loss[loss=0.2477, simple_loss=0.3169, pruned_loss=0.08926, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2983, pruned_loss=0.06425, over 2472541.34 frames. utt_duration=568.8 frames, utt_pad_proportion=0.0673, over 17432.55 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2894, pruned_loss=0.06348, over 2467353.11 frames. utt_duration=1177 frames, utt_pad_proportion=0.0816, over 8393.28 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2985, pruned_loss=0.06384, over 2472811.80 frames. utt_duration=534 frames, utt_pad_proportion=0.06685, over 18574.42 utterances.], batch size: 259, lr: 2.45e-04
2022-08-31 04:41:57,745 INFO [train.py:927] (3/8) Epoch 16, batch 22100, giga_loss[loss=0.2117, simple_loss=0.2901, pruned_loss=0.06661, over 12267.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02802, over 54.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2972, pruned_loss=0.06412, over 2472805.26 frames. utt_duration=579 frames, utt_pad_proportion=0.06476, over 17127.62 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2895, pruned_loss=0.06351, over 2467140.62 frames. utt_duration=1182 frames, utt_pad_proportion=0.08041, over 8362.59 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2975, pruned_loss=0.06379, over 2473352.99 frames. utt_duration=544 frames, utt_pad_proportion=0.06495, over 18237.09 utterances.], batch size: 54, lr: 2.45e-04
2022-08-31 04:43:40,160 INFO [train.py:927] (3/8) Epoch 16, batch 22150, giga_loss[loss=0.232, simple_loss=0.3136, pruned_loss=0.07514, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02871, over 42.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2972, pruned_loss=0.06434, over 2471899.73 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06774, over 16676.53 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2892, pruned_loss=0.06342, over 2466900.41 frames. utt_duration=1170 frames, utt_pad_proportion=0.08474, over 8442.33 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.298, pruned_loss=0.06417, over 2472816.89 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06515, over 17929.29 utterances.], batch size: 42, lr: 2.44e-04
2022-08-31 04:45:23,170 INFO [train.py:927] (3/8) Epoch 16, batch 22200, giga_loss[loss=0.2237, simple_loss=0.3037, pruned_loss=0.0718, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02765, over 45.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2976, pruned_loss=0.06454, over 2471541.16 frames. utt_duration=604.6 frames, utt_pad_proportion=0.07071, over 16391.10 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2892, pruned_loss=0.06346, over 2466844.21 frames. utt_duration=1163 frames, utt_pad_proportion=0.08771, over 8493.41 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2985, pruned_loss=0.0644, over 2472382.15 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06698, over 17441.81 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 04:47:07,809 INFO [train.py:927] (3/8) Epoch 16, batch 22250, giga_loss[loss=0.2121, simple_loss=0.2945, pruned_loss=0.06489, over 12334.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03384, over 58.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2972, pruned_loss=0.06462, over 2472018.93 frames. utt_duration=594.6 frames, utt_pad_proportion=0.0732, over 16671.37 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2891, pruned_loss=0.06338, over 2466931.16 frames. utt_duration=1157 frames, utt_pad_proportion=0.08987, over 8539.51 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2982, pruned_loss=0.06459, over 2472724.48 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06887, over 17641.62 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 04:48:52,871 INFO [train.py:927] (3/8) Epoch 16, batch 22300, giga_loss[loss=0.2125, simple_loss=0.2949, pruned_loss=0.06503, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04228, over 133.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2948, pruned_loss=0.06325, over 2471992.61 frames. utt_duration=597.2 frames, utt_pad_proportion=0.07072, over 16598.74 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06335, over 2467012.24 frames. utt_duration=1152 frames, utt_pad_proportion=0.09027, over 8576.08 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2956, pruned_loss=0.06327, over 2472542.39 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06705, over 17443.22 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 04:50:33,952 INFO [train.py:927] (3/8) Epoch 16, batch 22350, giga_loss[loss=0.1828, simple_loss=0.2769, pruned_loss=0.04429, over 12371.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03195, over 62.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2943, pruned_loss=0.0631, over 2471915.05 frames. utt_duration=581.1 frames, utt_pad_proportion=0.07149, over 17058.16 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2895, pruned_loss=0.0634, over 2466911.90 frames. utt_duration=1148 frames, utt_pad_proportion=0.0924, over 8607.05 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2948, pruned_loss=0.06305, over 2472569.65 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06728, over 17925.61 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 04:52:17,093 INFO [train.py:927] (3/8) Epoch 16, batch 22400, giga_loss[loss=0.1745, simple_loss=0.2605, pruned_loss=0.04428, over 12368.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02861, over 70.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2909, pruned_loss=0.06133, over 2471798.50 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06845, over 17044.89 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06319, over 2466635.60 frames. utt_duration=1154 frames, utt_pad_proportion=0.09084, over 8559.48 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2916, pruned_loss=0.06146, over 2472690.00 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06568, over 17963.47 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 04:53:58,880 INFO [train.py:927] (3/8) Epoch 16, batch 22450, giga_loss[loss=0.1824, simple_loss=0.2664, pruned_loss=0.04926, over 12262.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02811, over 54.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2876, pruned_loss=0.05981, over 2472203.40 frames. utt_duration=589.1 frames, utt_pad_proportion=0.0691, over 16828.35 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2892, pruned_loss=0.06327, over 2466596.12 frames. utt_duration=1138 frames, utt_pad_proportion=0.09575, over 8678.35 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2881, pruned_loss=0.05973, over 2473124.08 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06406, over 17762.96 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 04:55:41,760 INFO [train.py:927] (3/8) Epoch 16, batch 22500, giga_loss[loss=0.2293, simple_loss=0.3123, pruned_loss=0.07319, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07003, over 212.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2848, pruned_loss=0.05835, over 2472753.83 frames. utt_duration=584.5 frames, utt_pad_proportion=0.0658, over 16964.56 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2888, pruned_loss=0.06313, over 2467167.06 frames. utt_duration=1145 frames, utt_pad_proportion=0.09366, over 8631.68 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2855, pruned_loss=0.0583, over 2473150.76 frames. utt_duration=552.1 frames, utt_pad_proportion=0.06259, over 17966.81 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 04:57:22,593 INFO [train.py:927] (3/8) Epoch 16, batch 22550, giga_loss[loss=0.2051, simple_loss=0.2942, pruned_loss=0.058, over 12331.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02766, over 74.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.285, pruned_loss=0.05784, over 2472304.29 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05982, over 16399.41 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2883, pruned_loss=0.06292, over 2467133.60 frames. utt_duration=1152 frames, utt_pad_proportion=0.09209, over 8576.45 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2859, pruned_loss=0.05788, over 2472778.65 frames. utt_duration=568.8 frames, utt_pad_proportion=0.05793, over 17436.53 utterances.], batch size: 74, lr: 2.44e-04
2022-08-31 04:59:08,377 INFO [train.py:927] (3/8) Epoch 16, batch 22600, giga_loss[loss=0.1917, simple_loss=0.2783, pruned_loss=0.05252, over 12469.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2854, pruned_loss=0.05701, over 2472601.30 frames. utt_duration=598.5 frames, utt_pad_proportion=0.05868, over 16566.78 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06287, over 2467328.57 frames. utt_duration=1156 frames, utt_pad_proportion=0.09123, over 8549.91 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.05701, over 2472879.31 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05744, over 17517.30 utterances.], batch size: 86, lr: 2.44e-04
2022-08-31 05:00:54,731 INFO [train.py:927] (3/8) Epoch 16, batch 22650, giga_loss[loss=0.1827, simple_loss=0.2766, pruned_loss=0.04436, over 12323.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03472, over 58.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.285, pruned_loss=0.05655, over 2473598.95 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05687, over 17109.40 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06288, over 2467568.68 frames. utt_duration=1162 frames, utt_pad_proportion=0.08952, over 8507.11 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2856, pruned_loss=0.05636, over 2473774.25 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05637, over 18147.15 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 05:02:39,238 INFO [train.py:927] (3/8) Epoch 16, batch 22700, giga_loss[loss=0.1845, simple_loss=0.2683, pruned_loss=0.05035, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02673, over 45.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2861, pruned_loss=0.0567, over 2473442.14 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05458, over 17836.54 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06288, over 2467411.66 frames. utt_duration=1164 frames, utt_pad_proportion=0.08775, over 8487.02 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2863, pruned_loss=0.0564, over 2473891.68 frames. utt_duration=524 frames, utt_pad_proportion=0.05465, over 18938.12 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 05:04:21,428 INFO [train.py:927] (3/8) Epoch 16, batch 22750, giga_loss[loss=0.2219, simple_loss=0.3093, pruned_loss=0.06721, over 12419.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2879, pruned_loss=0.05785, over 2473920.80 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05205, over 17860.04 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06262, over 2467278.08 frames. utt_duration=1170 frames, utt_pad_proportion=0.08656, over 8442.62 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2886, pruned_loss=0.05774, over 2474519.59 frames. utt_duration=524.2 frames, utt_pad_proportion=0.05252, over 18938.47 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 05:06:04,226 INFO [train.py:927] (3/8) Epoch 16, batch 22800, giga_loss[loss=0.1883, simple_loss=0.2801, pruned_loss=0.04827, over 12262.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.028, over 54.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2887, pruned_loss=0.05763, over 2473648.65 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05212, over 17504.89 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2877, pruned_loss=0.0625, over 2467462.64 frames. utt_duration=1173 frames, utt_pad_proportion=0.08488, over 8427.35 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2893, pruned_loss=0.05752, over 2474141.72 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05282, over 18630.88 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 05:07:48,529 INFO [train.py:927] (3/8) Epoch 16, batch 22850, giga_loss[loss=0.2296, simple_loss=0.3105, pruned_loss=0.07436, over 12347.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02973, over 91.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2901, pruned_loss=0.05812, over 2473675.57 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05573, over 17688.28 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2876, pruned_loss=0.06236, over 2467348.38 frames. utt_duration=1173 frames, utt_pad_proportion=0.08435, over 8423.73 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2906, pruned_loss=0.05807, over 2474273.02 frames. utt_duration=529.4 frames, utt_pad_proportion=0.0561, over 18748.06 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 05:09:27,208 INFO [train.py:927] (3/8) Epoch 16, batch 22900, giga_loss[loss=0.2368, simple_loss=0.3135, pruned_loss=0.08006, over 12391.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07421, over 212.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.29, pruned_loss=0.05825, over 2473412.76 frames. utt_duration=578.4 frames, utt_pad_proportion=0.055, over 17148.97 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2881, pruned_loss=0.0626, over 2467198.80 frames. utt_duration=1164 frames, utt_pad_proportion=0.08625, over 8485.71 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2901, pruned_loss=0.05784, over 2474224.37 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05395, over 18227.28 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 05:11:09,248 INFO [train.py:927] (3/8) Epoch 16, batch 22950, giga_loss[loss=0.1758, simple_loss=0.2605, pruned_loss=0.04552, over 12306.00 frames. utt_duration=913 frames, utt_pad_proportion=0.02457, over 54.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2878, pruned_loss=0.05742, over 2472825.06 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05312, over 16971.34 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06261, over 2467178.80 frames. utt_duration=1164 frames, utt_pad_proportion=0.08603, over 8489.28 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2878, pruned_loss=0.05708, over 2473500.05 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05239, over 17847.13 utterances.], batch size: 54, lr: 2.44e-04
2022-08-31 05:12:48,648 INFO [train.py:927] (3/8) Epoch 16, batch 23000, libri_loss[loss=0.2109, simple_loss=0.2917, pruned_loss=0.06511, over 12432.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01187, over 39.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2871, pruned_loss=0.05658, over 2473396.48 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05595, over 17179.28 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06269, over 2467381.22 frames. utt_duration=1169 frames, utt_pad_proportion=0.08426, over 8455.82 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2872, pruned_loss=0.05606, over 2473921.13 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05556, over 18183.48 utterances.], batch size: 39, lr: 2.44e-04
2022-08-31 05:14:30,094 INFO [train.py:927] (3/8) Epoch 16, batch 23050, giga_loss[loss=0.1788, simple_loss=0.2776, pruned_loss=0.03999, over 12367.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.03049, over 51.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2868, pruned_loss=0.05611, over 2472978.47 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0581, over 17322.27 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2875, pruned_loss=0.06253, over 2467279.73 frames. utt_duration=1175 frames, utt_pad_proportion=0.08275, over 8407.03 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2873, pruned_loss=0.05565, over 2473627.58 frames. utt_duration=538.9 frames, utt_pad_proportion=0.058, over 18410.26 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 05:16:10,884 INFO [train.py:927] (3/8) Epoch 16, batch 23100, giga_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06021, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04353, over 146.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2865, pruned_loss=0.05698, over 2472475.34 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05731, over 17088.91 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06269, over 2467159.44 frames. utt_duration=1167 frames, utt_pad_proportion=0.08559, over 8469.43 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2867, pruned_loss=0.05634, over 2473259.65 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05556, over 18097.38 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 05:17:52,032 INFO [train.py:927] (3/8) Epoch 16, batch 23150, giga_loss[loss=0.2992, simple_loss=0.3624, pruned_loss=0.118, over 12433.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04414, over 31.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.285, pruned_loss=0.05722, over 2473151.82 frames. utt_duration=590.6 frames, utt_pad_proportion=0.05594, over 16793.53 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2876, pruned_loss=0.06267, over 2467616.72 frames. utt_duration=1163 frames, utt_pad_proportion=0.08742, over 8497.05 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2852, pruned_loss=0.05656, over 2473548.68 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05332, over 17835.33 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 05:19:33,339 INFO [train.py:927] (3/8) Epoch 16, batch 23200, giga_loss[loss=0.2153, simple_loss=0.289, pruned_loss=0.07078, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02939, over 48.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2829, pruned_loss=0.05664, over 2473241.37 frames. utt_duration=573.7 frames, utt_pad_proportion=0.0574, over 17290.39 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2876, pruned_loss=0.06267, over 2467616.72 frames. utt_duration=1163 frames, utt_pad_proportion=0.08742, over 8497.05 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.283, pruned_loss=0.05612, over 2473550.25 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05532, over 18101.23 utterances.], batch size: 48, lr: 2.44e-04
2022-08-31 05:21:13,949 INFO [train.py:927] (3/8) Epoch 16, batch 23250, giga_loss[loss=0.2037, simple_loss=0.3, pruned_loss=0.05368, over 12354.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02706, over 66.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2807, pruned_loss=0.05599, over 2473761.17 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05654, over 17384.67 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2879, pruned_loss=0.06279, over 2468216.21 frames. utt_duration=1154 frames, utt_pad_proportion=0.08945, over 8565.85 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2804, pruned_loss=0.05523, over 2473631.28 frames. utt_duration=543.1 frames, utt_pad_proportion=0.0534, over 18268.86 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 05:22:55,875 INFO [train.py:927] (3/8) Epoch 16, batch 23300, giga_loss[loss=0.2281, simple_loss=0.3096, pruned_loss=0.07335, over 12365.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05331, over 161.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2805, pruned_loss=0.05577, over 2473257.24 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05917, over 17428.64 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06287, over 2468205.10 frames. utt_duration=1159 frames, utt_pad_proportion=0.08817, over 8527.80 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2799, pruned_loss=0.05497, over 2473256.12 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05688, over 18314.69 utterances.], batch size: 161, lr: 2.44e-04
2022-08-31 05:24:37,403 INFO [train.py:927] (3/8) Epoch 16, batch 23350, giga_loss[loss=0.1655, simple_loss=0.2578, pruned_loss=0.03659, over 12473.00 frames. utt_duration=793.6 frames, utt_pad_proportion=0.03808, over 63.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2821, pruned_loss=0.05616, over 2473006.94 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06051, over 17435.30 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2874, pruned_loss=0.06254, over 2468377.33 frames. utt_duration=1167 frames, utt_pad_proportion=0.0867, over 8473.27 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2822, pruned_loss=0.05567, over 2472958.87 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05901, over 18400.37 utterances.], batch size: 63, lr: 2.44e-04
2022-08-31 05:26:19,485 INFO [train.py:927] (3/8) Epoch 16, batch 23400, giga_loss[loss=0.2349, simple_loss=0.3111, pruned_loss=0.07932, over 12358.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07141, over 211.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2852, pruned_loss=0.05732, over 2473086.60 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06007, over 17411.58 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2875, pruned_loss=0.06265, over 2468341.03 frames. utt_duration=1168 frames, utt_pad_proportion=0.08602, over 8460.58 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.285, pruned_loss=0.05678, over 2473112.08 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05909, over 18260.26 utterances.], batch size: 211, lr: 2.44e-04
2022-08-31 05:28:07,864 INFO [train.py:927] (3/8) Epoch 16, batch 23450, giga_loss[loss=0.2181, simple_loss=0.3017, pruned_loss=0.06723, over 12392.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.02956, over 51.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2895, pruned_loss=0.06034, over 2473161.29 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06169, over 17238.57 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2877, pruned_loss=0.06275, over 2468439.59 frames. utt_duration=1162 frames, utt_pad_proportion=0.08887, over 8511.22 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2892, pruned_loss=0.05973, over 2473180.70 frames. utt_duration=550.6 frames, utt_pad_proportion=0.05933, over 18015.17 utterances.], batch size: 51, lr: 2.44e-04
2022-08-31 05:29:51,081 INFO [train.py:927] (3/8) Epoch 16, batch 23500, giga_loss[loss=0.2891, simple_loss=0.357, pruned_loss=0.1106, over 12420.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07165, over 212.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2964, pruned_loss=0.06485, over 2473633.81 frames. utt_duration=524 frames, utt_pad_proportion=0.07347, over 18937.89 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2879, pruned_loss=0.06282, over 2468481.40 frames. utt_duration=1151 frames, utt_pad_proportion=0.09271, over 8590.67 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.296, pruned_loss=0.06431, over 2473635.38 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06993, over 19518.04 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 05:31:36,173 INFO [train.py:927] (3/8) Epoch 16, batch 23550, giga_loss[loss=0.2639, simple_loss=0.3433, pruned_loss=0.09229, over 12466.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0327, over 86.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3031, pruned_loss=0.06974, over 2474121.75 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07426, over 19312.66 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2887, pruned_loss=0.06316, over 2468559.23 frames. utt_duration=1149 frames, utt_pad_proportion=0.09169, over 8602.65 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3023, pruned_loss=0.06909, over 2474156.53 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07167, over 20001.56 utterances.], batch size: 86, lr: 2.44e-04
2022-08-31 05:33:23,165 INFO [train.py:927] (3/8) Epoch 16, batch 23600, giga_loss[loss=0.2483, simple_loss=0.3291, pruned_loss=0.08375, over 12383.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03034, over 97.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3082, pruned_loss=0.0734, over 2474582.53 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07562, over 20135.41 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2887, pruned_loss=0.06321, over 2468794.18 frames. utt_duration=1155 frames, utt_pad_proportion=0.09002, over 8559.97 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.308, pruned_loss=0.07302, over 2474517.88 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07405, over 20961.75 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 05:35:09,160 INFO [train.py:927] (3/8) Epoch 16, batch 23650, libri_loss[loss=0.1985, simple_loss=0.2734, pruned_loss=0.06175, over 12173.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006623, over 33.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3124, pruned_loss=0.07769, over 2474440.37 frames. utt_duration=452.9 frames, utt_pad_proportion=0.08955, over 21926.47 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2888, pruned_loss=0.06327, over 2468755.60 frames. utt_duration=1151 frames, utt_pad_proportion=0.09207, over 8590.99 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3128, pruned_loss=0.07771, over 2474585.28 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08713, over 22932.62 utterances.], batch size: 33, lr: 2.44e-04
2022-08-31 05:36:57,753 INFO [train.py:927] (3/8) Epoch 16, batch 23700, giga_loss[loss=0.2389, simple_loss=0.3389, pruned_loss=0.06941, over 12252.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.0363, over 28.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.316, pruned_loss=0.08019, over 2474174.59 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08548, over 21901.19 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2884, pruned_loss=0.06307, over 2468775.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0911, over 8561.28 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08059, over 2474331.01 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08404, over 22904.37 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 05:38:44,257 INFO [train.py:927] (3/8) Epoch 16, batch 23750, giga_loss[loss=0.2136, simple_loss=0.301, pruned_loss=0.06305, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02602, over 45.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.318, pruned_loss=0.08264, over 2475235.52 frames. utt_duration=441.1 frames, utt_pad_proportion=0.08271, over 22520.02 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2883, pruned_loss=0.06312, over 2469015.34 frames. utt_duration=1154 frames, utt_pad_proportion=0.09069, over 8568.93 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3192, pruned_loss=0.08313, over 2475223.91 frames. utt_duration=423.1 frames, utt_pad_proportion=0.08177, over 23482.34 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 05:40:27,072 INFO [train.py:927] (3/8) Epoch 16, batch 23800, giga_loss[loss=0.308, simple_loss=0.3735, pruned_loss=0.1213, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04177, over 146.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3204, pruned_loss=0.08325, over 2475042.68 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08222, over 22848.73 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2886, pruned_loss=0.06321, over 2469078.84 frames. utt_duration=1154 frames, utt_pad_proportion=0.09004, over 8570.23 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3213, pruned_loss=0.08373, over 2475031.47 frames. utt_duration=418.7 frames, utt_pad_proportion=0.08169, over 23725.76 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 05:42:13,394 INFO [train.py:927] (3/8) Epoch 16, batch 23850, giga_loss[loss=0.2518, simple_loss=0.331, pruned_loss=0.08627, over 12383.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04133, over 133.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3201, pruned_loss=0.08325, over 2474783.12 frames. utt_duration=440.8 frames, utt_pad_proportion=0.08028, over 22531.98 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06269, over 2469189.83 frames. utt_duration=1167 frames, utt_pad_proportion=0.08697, over 8475.60 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3234, pruned_loss=0.08514, over 2474948.53 frames. utt_duration=413.1 frames, utt_pad_proportion=0.08082, over 24048.96 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 05:44:03,815 INFO [train.py:927] (3/8) Epoch 16, batch 23900, libri_loss[loss=0.2457, simple_loss=0.3231, pruned_loss=0.08418, over 12248.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005112, over 34.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3199, pruned_loss=0.08202, over 2475043.72 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08169, over 22884.68 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2881, pruned_loss=0.06291, over 2469111.90 frames. utt_duration=1158 frames, utt_pad_proportion=0.08967, over 8536.32 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3227, pruned_loss=0.0837, over 2475373.38 frames. utt_duration=408.6 frames, utt_pad_proportion=0.08103, over 24318.95 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 05:45:50,879 INFO [train.py:927] (3/8) Epoch 16, batch 23950, giga_loss[loss=0.2395, simple_loss=0.3271, pruned_loss=0.07596, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07176, over 212.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3161, pruned_loss=0.07885, over 2474887.37 frames. utt_duration=436.9 frames, utt_pad_proportion=0.08319, over 22733.87 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06269, over 2469135.64 frames. utt_duration=1165 frames, utt_pad_proportion=0.08808, over 8487.43 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3193, pruned_loss=0.08077, over 2475268.86 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08306, over 24243.71 utterances.], batch size: 212, lr: 2.44e-04
2022-08-31 05:47:36,340 INFO [train.py:927] (3/8) Epoch 16, batch 24000, giga_loss[loss=0.2386, simple_loss=0.3261, pruned_loss=0.07558, over 12445.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03177, over 75.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.07766, over 2475331.78 frames. utt_duration=447 frames, utt_pad_proportion=0.08108, over 22223.08 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2878, pruned_loss=0.06268, over 2469420.55 frames. utt_duration=1166 frames, utt_pad_proportion=0.08731, over 8483.16 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3173, pruned_loss=0.07939, over 2475451.32 frames. utt_duration=420.9 frames, utt_pad_proportion=0.08132, over 23608.67 utterances.], batch size: 75, lr: 2.44e-04
2022-08-31 05:47:36,342 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 05:47:50,315 INFO [train.py:967] (3/8) Epoch 16, validation: loss=0.1775, simple_loss=0.2909, pruned_loss=0.03207, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 05:49:40,436 INFO [train.py:927] (3/8) Epoch 16, batch 24050, giga_loss[loss=0.2434, simple_loss=0.3217, pruned_loss=0.08256, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3129, pruned_loss=0.07617, over 2475955.00 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07837, over 21772.45 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2875, pruned_loss=0.06243, over 2469500.29 frames. utt_duration=1169 frames, utt_pad_proportion=0.08655, over 8462.69 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.316, pruned_loss=0.07809, over 2476094.39 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07891, over 23193.04 utterances.], batch size: 123, lr: 2.44e-04
2022-08-31 05:51:31,025 INFO [train.py:927] (3/8) Epoch 16, batch 24100, giga_loss[loss=0.2249, simple_loss=0.2988, pruned_loss=0.07554, over 12365.00 frames. utt_duration=137.2 frames, utt_pad_proportion=0.1932, over 364.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3126, pruned_loss=0.07371, over 2475051.51 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07977, over 21331.31 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2876, pruned_loss=0.06247, over 2469419.76 frames. utt_duration=1172 frames, utt_pad_proportion=0.08558, over 8437.87 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3153, pruned_loss=0.07537, over 2475302.29 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08039, over 22634.95 utterances.], batch size: 364, lr: 2.44e-04
2022-08-31 05:53:14,405 INFO [train.py:927] (3/8) Epoch 16, batch 24150, giga_loss[loss=0.2176, simple_loss=0.3033, pruned_loss=0.06596, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03016, over 45.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.313, pruned_loss=0.074, over 2474705.94 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07576, over 21018.70 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.0625, over 2469440.32 frames. utt_duration=1176 frames, utt_pad_proportion=0.08408, over 8407.14 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3156, pruned_loss=0.07553, over 2475002.18 frames. utt_duration=444 frames, utt_pad_proportion=0.07693, over 22368.95 utterances.], batch size: 45, lr: 2.44e-04
2022-08-31 05:54:58,300 INFO [train.py:927] (3/8) Epoch 16, batch 24200, giga_loss[loss=0.2487, simple_loss=0.3278, pruned_loss=0.08483, over 12366.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3111, pruned_loss=0.07372, over 2474428.24 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07347, over 20788.19 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06238, over 2469109.07 frames. utt_duration=1172 frames, utt_pad_proportion=0.08669, over 8437.86 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3141, pruned_loss=0.07535, over 2475106.12 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07362, over 22177.42 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 05:56:39,958 INFO [train.py:927] (3/8) Epoch 16, batch 24250, giga_loss[loss=0.2532, simple_loss=0.3318, pruned_loss=0.08731, over 12381.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04589, over 146.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.31, pruned_loss=0.07423, over 2474166.57 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07896, over 21882.79 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.287, pruned_loss=0.06216, over 2468486.01 frames. utt_duration=1181 frames, utt_pad_proportion=0.08492, over 8374.48 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3134, pruned_loss=0.07605, over 2475419.15 frames. utt_duration=424.4 frames, utt_pad_proportion=0.07934, over 23410.40 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 05:58:28,222 INFO [train.py:927] (3/8) Epoch 16, batch 24300, giga_loss[loss=0.2113, simple_loss=0.3031, pruned_loss=0.05982, over 12383.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02731, over 91.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3093, pruned_loss=0.07206, over 2473843.33 frames. utt_duration=478.2 frames, utt_pad_proportion=0.0767, over 20754.27 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2875, pruned_loss=0.06244, over 2468660.12 frames. utt_duration=1167 frames, utt_pad_proportion=0.08843, over 8469.12 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3118, pruned_loss=0.07341, over 2474746.98 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07599, over 22055.14 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 06:00:13,258 INFO [train.py:927] (3/8) Epoch 16, batch 24350, giga_loss[loss=0.2071, simple_loss=0.2943, pruned_loss=0.05992, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02724, over 66.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3085, pruned_loss=0.07191, over 2474230.10 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07788, over 20542.99 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06235, over 2468970.20 frames. utt_duration=1167 frames, utt_pad_proportion=0.08649, over 8470.83 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3114, pruned_loss=0.07353, over 2474908.91 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07776, over 22150.60 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 06:01:55,529 INFO [train.py:927] (3/8) Epoch 16, batch 24400, giga_loss[loss=0.2205, simple_loss=0.2993, pruned_loss=0.07083, over 12367.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03146, over 97.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3064, pruned_loss=0.07134, over 2473983.42 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07583, over 20197.31 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2872, pruned_loss=0.06216, over 2468911.55 frames. utt_duration=1163 frames, utt_pad_proportion=0.08916, over 8504.56 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3097, pruned_loss=0.07305, over 2474725.23 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07482, over 21780.91 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:03:45,507 INFO [train.py:927] (3/8) Epoch 16, batch 24450, giga_loss[loss=0.2157, simple_loss=0.2968, pruned_loss=0.06725, over 12354.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03211, over 85.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3059, pruned_loss=0.07188, over 2474393.29 frames. utt_duration=485 frames, utt_pad_proportion=0.07826, over 20469.87 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2873, pruned_loss=0.06225, over 2469071.11 frames. utt_duration=1166 frames, utt_pad_proportion=0.08782, over 8478.74 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3088, pruned_loss=0.07333, over 2474939.05 frames. utt_duration=452 frames, utt_pad_proportion=0.07777, over 21972.07 utterances.], batch size: 85, lr: 2.44e-04
2022-08-31 06:05:29,324 INFO [train.py:927] (3/8) Epoch 16, batch 24500, giga_loss[loss=0.2154, simple_loss=0.2929, pruned_loss=0.06897, over 12384.00 frames. utt_duration=512 frames, utt_pad_proportion=0.0303, over 97.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3044, pruned_loss=0.07152, over 2473290.28 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07479, over 20133.07 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2871, pruned_loss=0.0621, over 2468646.58 frames. utt_duration=1175 frames, utt_pad_proportion=0.08559, over 8417.07 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3074, pruned_loss=0.07315, over 2474297.98 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07531, over 21787.08 utterances.], batch size: 97, lr: 2.44e-04
2022-08-31 06:07:11,496 INFO [train.py:927] (3/8) Epoch 16, batch 24550, giga_loss[loss=0.2123, simple_loss=0.296, pruned_loss=0.06432, over 12330.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03087, over 91.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.07101, over 2473387.42 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07244, over 20116.50 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2872, pruned_loss=0.06219, over 2468311.45 frames. utt_duration=1167 frames, utt_pad_proportion=0.08875, over 8471.65 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07238, over 2474578.26 frames. utt_duration=459.8 frames, utt_pad_proportion=0.0719, over 21593.68 utterances.], batch size: 91, lr: 2.44e-04
2022-08-31 06:08:54,617 INFO [train.py:927] (3/8) Epoch 16, batch 24600, giga_loss[loss=0.2261, simple_loss=0.312, pruned_loss=0.07009, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3047, pruned_loss=0.0707, over 2474199.64 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07144, over 20271.39 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2872, pruned_loss=0.06213, over 2468132.48 frames. utt_duration=1168 frames, utt_pad_proportion=0.08818, over 8464.98 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3069, pruned_loss=0.0719, over 2475320.22 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07121, over 21539.23 utterances.], batch size: 161, lr: 2.44e-04
2022-08-31 06:10:45,807 INFO [train.py:927] (3/8) Epoch 16, batch 24650, giga_loss[loss=0.2638, simple_loss=0.3316, pruned_loss=0.09797, over 12413.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3058, pruned_loss=0.07189, over 2474326.10 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06912, over 19956.88 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2871, pruned_loss=0.06204, over 2468200.87 frames. utt_duration=1176 frames, utt_pad_proportion=0.08615, over 8404.67 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3082, pruned_loss=0.07323, over 2475364.67 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06956, over 21401.83 utterances.], batch size: 183, lr: 2.44e-04
2022-08-31 06:12:31,145 INFO [train.py:927] (3/8) Epoch 16, batch 24700, giga_loss[loss=0.2574, simple_loss=0.3121, pruned_loss=0.1013, over 12361.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3073, pruned_loss=0.07424, over 2474384.49 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07269, over 20694.92 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06187, over 2468121.98 frames. utt_duration=1182 frames, utt_pad_proportion=0.08468, over 8362.85 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3098, pruned_loss=0.07571, over 2475437.17 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07318, over 22148.89 utterances.], batch size: 374, lr: 2.44e-04
2022-08-31 06:14:17,576 INFO [train.py:927] (3/8) Epoch 16, batch 24750, giga_loss[loss=0.2062, simple_loss=0.2928, pruned_loss=0.05983, over 12357.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3065, pruned_loss=0.07401, over 2474405.74 frames. utt_duration=484.3 frames, utt_pad_proportion=0.0748, over 20498.99 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06177, over 2467978.87 frames. utt_duration=1182 frames, utt_pad_proportion=0.08438, over 8362.17 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3088, pruned_loss=0.07537, over 2475424.34 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07514, over 21751.54 utterances.], batch size: 58, lr: 2.44e-04
2022-08-31 06:15:59,834 INFO [train.py:927] (3/8) Epoch 16, batch 24800, giga_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.06195, over 12462.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03542, over 43.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3071, pruned_loss=0.07378, over 2475209.96 frames. utt_duration=459 frames, utt_pad_proportion=0.08005, over 21639.90 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2869, pruned_loss=0.06178, over 2468137.38 frames. utt_duration=1184 frames, utt_pad_proportion=0.08337, over 8349.84 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3091, pruned_loss=0.07501, over 2475964.04 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08036, over 22806.18 utterances.], batch size: 43, lr: 2.44e-04
2022-08-31 06:17:48,696 INFO [train.py:927] (3/8) Epoch 16, batch 24850, giga_loss[loss=0.2037, simple_loss=0.2899, pruned_loss=0.05875, over 12331.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.05328, over 34.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3061, pruned_loss=0.07301, over 2474250.32 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07956, over 21051.83 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06183, over 2468210.07 frames. utt_duration=1187 frames, utt_pad_proportion=0.0821, over 8330.04 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3079, pruned_loss=0.07415, over 2474889.93 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08023, over 22224.66 utterances.], batch size: 34, lr: 2.44e-04
2022-08-31 06:19:31,705 INFO [train.py:927] (3/8) Epoch 16, batch 24900, libri_loss[loss=0.1714, simple_loss=0.2488, pruned_loss=0.04706, over 12231.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007861, over 29.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3039, pruned_loss=0.07173, over 2475181.95 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07541, over 20032.46 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06183, over 2468380.07 frames. utt_duration=1191 frames, utt_pad_proportion=0.08093, over 8299.66 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3057, pruned_loss=0.07282, over 2475673.51 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07654, over 21206.81 utterances.], batch size: 29, lr: 2.44e-04
2022-08-31 06:21:17,668 INFO [train.py:927] (3/8) Epoch 16, batch 24950, giga_loss[loss=0.2242, simple_loss=0.3244, pruned_loss=0.06204, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03824, over 31.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3086, pruned_loss=0.07363, over 2475173.51 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07889, over 20728.10 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2874, pruned_loss=0.06194, over 2468773.38 frames. utt_duration=1181 frames, utt_pad_proportion=0.08269, over 8369.36 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3104, pruned_loss=0.07482, over 2475461.66 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07902, over 22043.60 utterances.], batch size: 31, lr: 2.44e-04
2022-08-31 06:23:02,884 INFO [train.py:927] (3/8) Epoch 16, batch 25000, giga_loss[loss=0.2654, simple_loss=0.3413, pruned_loss=0.0947, over 12456.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03448, over 98.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3108, pruned_loss=0.07369, over 2475072.82 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07464, over 20249.85 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2875, pruned_loss=0.06212, over 2469030.96 frames. utt_duration=1183 frames, utt_pad_proportion=0.08203, over 8358.70 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3124, pruned_loss=0.07457, over 2475130.66 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07517, over 21396.17 utterances.], batch size: 98, lr: 2.44e-04
2022-08-31 06:24:48,018 INFO [train.py:927] (3/8) Epoch 16, batch 25050, giga_loss[loss=0.1954, simple_loss=0.275, pruned_loss=0.05785, over 12202.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04053, over 28.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3109, pruned_loss=0.07406, over 2474877.46 frames. utt_duration=495 frames, utt_pad_proportion=0.07588, over 20056.20 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2871, pruned_loss=0.06197, over 2469252.49 frames. utt_duration=1189 frames, utt_pad_proportion=0.08003, over 8315.50 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3132, pruned_loss=0.0753, over 2474944.96 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07682, over 21430.14 utterances.], batch size: 28, lr: 2.44e-04
2022-08-31 06:26:35,554 INFO [train.py:927] (3/8) Epoch 16, batch 25100, giga_loss[loss=0.1975, simple_loss=0.282, pruned_loss=0.05652, over 12482.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.0353, over 43.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3089, pruned_loss=0.07331, over 2474108.86 frames. utt_duration=502.3 frames, utt_pad_proportion=0.07529, over 19761.26 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2861, pruned_loss=0.06151, over 2468787.13 frames. utt_duration=1199 frames, utt_pad_proportion=0.07827, over 8243.54 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3123, pruned_loss=0.0751, over 2474714.69 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07668, over 21295.95 utterances.], batch size: 43, lr: 2.44e-04
2022-08-31 06:28:21,867 INFO [train.py:927] (3/8) Epoch 16, batch 25150, giga_loss[loss=0.2196, simple_loss=0.3079, pruned_loss=0.06569, over 12395.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02508, over 66.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3089, pruned_loss=0.07408, over 2474712.65 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07709, over 20331.18 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2868, pruned_loss=0.06198, over 2468708.10 frames. utt_duration=1177 frames, utt_pad_proportion=0.0863, over 8397.64 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3114, pruned_loss=0.07531, over 2475394.10 frames. utt_duration=459.1 frames, utt_pad_proportion=0.0755, over 21635.00 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 06:30:07,734 INFO [train.py:927] (3/8) Epoch 16, batch 25200, giga_loss[loss=0.2288, simple_loss=0.3139, pruned_loss=0.07188, over 12396.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03843, over 113.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3092, pruned_loss=0.075, over 2474972.90 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07435, over 20169.80 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2871, pruned_loss=0.06206, over 2468601.45 frames. utt_duration=1176 frames, utt_pad_proportion=0.08565, over 8408.61 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3114, pruned_loss=0.07613, over 2475718.32 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07335, over 21402.87 utterances.], batch size: 113, lr: 2.44e-04
2022-08-31 06:31:50,578 INFO [train.py:927] (3/8) Epoch 16, batch 25250, giga_loss[loss=0.2126, simple_loss=0.2985, pruned_loss=0.06333, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3071, pruned_loss=0.07429, over 2475304.31 frames. utt_duration=501.9 frames, utt_pad_proportion=0.07258, over 19787.28 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2867, pruned_loss=0.06174, over 2468361.35 frames. utt_duration=1180 frames, utt_pad_proportion=0.08396, over 8379.34 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.31, pruned_loss=0.07592, over 2476353.19 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07233, over 21216.56 utterances.], batch size: 146, lr: 2.44e-04
2022-08-31 06:33:34,662 INFO [train.py:927] (3/8) Epoch 16, batch 25300, giga_loss[loss=0.2053, simple_loss=0.3026, pruned_loss=0.05396, over 12353.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.03312, over 62.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.307, pruned_loss=0.07357, over 2474658.57 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06668, over 19061.87 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.0617, over 2468111.05 frames. utt_duration=1182 frames, utt_pad_proportion=0.08297, over 8363.87 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3096, pruned_loss=0.07514, over 2475850.47 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06709, over 20416.48 utterances.], batch size: 62, lr: 2.44e-04
2022-08-31 06:35:22,277 INFO [train.py:927] (3/8) Epoch 16, batch 25350, giga_loss[loss=0.2004, simple_loss=0.2908, pruned_loss=0.05498, over 12364.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02883, over 70.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3077, pruned_loss=0.07391, over 2474609.93 frames. utt_duration=497.2 frames, utt_pad_proportion=0.07282, over 19966.59 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2869, pruned_loss=0.06119, over 2467853.73 frames. utt_duration=1191 frames, utt_pad_proportion=0.0815, over 8296.72 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07598, over 2476014.28 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07321, over 21432.09 utterances.], batch size: 70, lr: 2.44e-04
2022-08-31 06:37:09,044 INFO [train.py:927] (3/8) Epoch 16, batch 25400, giga_loss[loss=0.2078, simple_loss=0.3054, pruned_loss=0.05512, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03126, over 43.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3093, pruned_loss=0.07276, over 2475123.83 frames. utt_duration=523 frames, utt_pad_proportion=0.06764, over 18984.28 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2865, pruned_loss=0.06088, over 2467869.67 frames. utt_duration=1196 frames, utt_pad_proportion=0.08082, over 8263.48 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3119, pruned_loss=0.07483, over 2476301.58 frames. utt_duration=489 frames, utt_pad_proportion=0.06849, over 20317.57 utterances.], batch size: 43, lr: 2.44e-04
2022-08-31 06:38:53,168 INFO [train.py:927] (3/8) Epoch 16, batch 25450, giga_loss[loss=0.2382, simple_loss=0.3282, pruned_loss=0.07412, over 12388.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02573, over 66.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3111, pruned_loss=0.07298, over 2474532.41 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06787, over 18877.14 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06107, over 2467693.06 frames. utt_duration=1188 frames, utt_pad_proportion=0.08332, over 8316.08 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3133, pruned_loss=0.07466, over 2475735.85 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06749, over 20083.20 utterances.], batch size: 66, lr: 2.44e-04
2022-08-31 06:40:37,094 INFO [train.py:927] (3/8) Epoch 16, batch 25500, giga_loss[loss=0.2431, simple_loss=0.3362, pruned_loss=0.07501, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3129, pruned_loss=0.07499, over 2474970.37 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06986, over 19431.87 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06129, over 2467810.37 frames. utt_duration=1181 frames, utt_pad_proportion=0.08569, over 8368.59 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3153, pruned_loss=0.07657, over 2476042.25 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06843, over 20700.78 utterances.], batch size: 133, lr: 2.44e-04
2022-08-31 06:42:21,385 INFO [train.py:927] (3/8) Epoch 16, batch 25550, giga_loss[loss=0.2364, simple_loss=0.3065, pruned_loss=0.08314, over 12187.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.0391, over 33.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3136, pruned_loss=0.07575, over 2475327.32 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06999, over 20190.91 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2871, pruned_loss=0.06129, over 2467872.11 frames. utt_duration=1184 frames, utt_pad_proportion=0.08471, over 8351.15 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3159, pruned_loss=0.07719, over 2476228.04 frames. utt_duration=465.1 frames, utt_pad_proportion=0.06917, over 21364.79 utterances.], batch size: 33, lr: 2.44e-04
2022-08-31 06:44:07,848 INFO [train.py:927] (3/8) Epoch 16, batch 25600, giga_loss[loss=0.2269, simple_loss=0.3094, pruned_loss=0.07214, over 12408.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04508, over 34.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3129, pruned_loss=0.07372, over 2475377.41 frames. utt_duration=504.9 frames, utt_pad_proportion=0.0698, over 19670.16 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.287, pruned_loss=0.06122, over 2467929.96 frames. utt_duration=1188 frames, utt_pad_proportion=0.08345, over 8321.35 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3152, pruned_loss=0.07517, over 2476156.44 frames. utt_duration=476.7 frames, utt_pad_proportion=0.06951, over 20843.27 utterances.], batch size: 34, lr: 2.43e-04
2022-08-31 06:45:52,772 INFO [train.py:927] (3/8) Epoch 16, batch 25650, giga_loss[loss=0.238, simple_loss=0.3068, pruned_loss=0.0846, over 12361.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2016, over 368.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.314, pruned_loss=0.07493, over 2474985.46 frames. utt_duration=481 frames, utt_pad_proportion=0.07547, over 20646.79 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.287, pruned_loss=0.06114, over 2467813.30 frames. utt_duration=1190 frames, utt_pad_proportion=0.08215, over 8303.50 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3165, pruned_loss=0.07647, over 2475881.08 frames. utt_duration=454.2 frames, utt_pad_proportion=0.0754, over 21877.93 utterances.], batch size: 368, lr: 2.43e-04
2022-08-31 06:47:36,858 INFO [train.py:927] (3/8) Epoch 16, batch 25700, giga_loss[loss=0.2123, simple_loss=0.2942, pruned_loss=0.06517, over 12364.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02889, over 66.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3123, pruned_loss=0.07492, over 2474462.31 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07759, over 20750.98 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2869, pruned_loss=0.06113, over 2467505.63 frames. utt_duration=1198 frames, utt_pad_proportion=0.07983, over 8247.65 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3155, pruned_loss=0.07673, over 2475745.82 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07804, over 22292.91 utterances.], batch size: 66, lr: 2.43e-04
2022-08-31 06:49:24,735 INFO [train.py:927] (3/8) Epoch 16, batch 25750, giga_loss[loss=0.2201, simple_loss=0.3093, pruned_loss=0.06548, over 12364.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04048, over 113.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3101, pruned_loss=0.07425, over 2474675.50 frames. utt_duration=464.5 frames, utt_pad_proportion=0.08094, over 21377.09 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2867, pruned_loss=0.06103, over 2467218.26 frames. utt_duration=1203 frames, utt_pad_proportion=0.0784, over 8213.79 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3133, pruned_loss=0.0761, over 2476145.86 frames. utt_duration=433 frames, utt_pad_proportion=0.08161, over 22950.95 utterances.], batch size: 113, lr: 2.43e-04
2022-08-31 06:51:10,859 INFO [train.py:927] (3/8) Epoch 16, batch 25800, giga_loss[loss=0.2366, simple_loss=0.3178, pruned_loss=0.07774, over 12340.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03343, over 97.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3098, pruned_loss=0.07446, over 2474684.32 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07442, over 20742.79 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06107, over 2467169.81 frames. utt_duration=1204 frames, utt_pad_proportion=0.07744, over 8203.68 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3127, pruned_loss=0.07614, over 2476048.42 frames. utt_duration=447 frames, utt_pad_proportion=0.07568, over 22229.34 utterances.], batch size: 97, lr: 2.43e-04
2022-08-31 06:52:50,765 INFO [train.py:927] (3/8) Epoch 16, batch 25850, giga_loss[loss=0.2001, simple_loss=0.284, pruned_loss=0.0581, over 12431.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03267, over 80.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3074, pruned_loss=0.07247, over 2474673.70 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07139, over 21060.79 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2867, pruned_loss=0.06103, over 2467069.97 frames. utt_duration=1205 frames, utt_pad_proportion=0.07715, over 8196.66 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3098, pruned_loss=0.07387, over 2475858.99 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07263, over 22283.85 utterances.], batch size: 80, lr: 2.43e-04
2022-08-31 06:54:32,864 INFO [train.py:927] (3/8) Epoch 16, batch 25900, giga_loss[loss=0.2238, simple_loss=0.3002, pruned_loss=0.07373, over 12268.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02746, over 54.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.0712, over 2474008.62 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07109, over 20823.04 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2871, pruned_loss=0.06108, over 2466849.34 frames. utt_duration=1208 frames, utt_pad_proportion=0.07498, over 8178.98 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3081, pruned_loss=0.07267, over 2475441.92 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07276, over 22291.68 utterances.], batch size: 54, lr: 2.43e-04
2022-08-31 06:56:15,273 INFO [train.py:927] (3/8) Epoch 16, batch 25950, giga_loss[loss=0.2007, simple_loss=0.284, pruned_loss=0.05865, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.0388, over 37.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3035, pruned_loss=0.07076, over 2474621.87 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07695, over 22087.72 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2868, pruned_loss=0.06084, over 2466839.62 frames. utt_duration=1212 frames, utt_pad_proportion=0.07385, over 8149.64 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3059, pruned_loss=0.07232, over 2475926.12 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07825, over 23519.93 utterances.], batch size: 37, lr: 2.43e-04
2022-08-31 06:57:55,617 INFO [train.py:927] (3/8) Epoch 16, batch 26000, giga_loss[loss=0.235, simple_loss=0.3111, pruned_loss=0.07943, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3043, pruned_loss=0.07062, over 2474838.73 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07268, over 21643.50 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2868, pruned_loss=0.06074, over 2466708.55 frames. utt_duration=1216 frames, utt_pad_proportion=0.07276, over 8121.89 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3065, pruned_loss=0.07211, over 2476129.51 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07432, over 23040.59 utterances.], batch size: 146, lr: 2.43e-04
2022-08-31 06:59:35,688 INFO [train.py:927] (3/8) Epoch 16, batch 26050, giga_loss[loss=0.2536, simple_loss=0.3222, pruned_loss=0.09246, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03155, over 42.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07099, over 2475024.99 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06644, over 20655.96 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2866, pruned_loss=0.06061, over 2466855.75 frames. utt_duration=1221 frames, utt_pad_proportion=0.07149, over 8088.30 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3075, pruned_loss=0.07253, over 2476118.94 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06855, over 22100.22 utterances.], batch size: 42, lr: 2.43e-04
2022-08-31 07:01:18,575 INFO [train.py:927] (3/8) Epoch 16, batch 26100, giga_loss[loss=0.2518, simple_loss=0.3102, pruned_loss=0.09671, over 12353.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2024, over 368.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3055, pruned_loss=0.07192, over 2474380.77 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06522, over 20123.01 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2862, pruned_loss=0.06049, over 2466700.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.07005, over 8043.15 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3082, pruned_loss=0.07355, over 2475597.69 frames. utt_duration=458.8 frames, utt_pad_proportion=0.06744, over 21650.55 utterances.], batch size: 368, lr: 2.43e-04
2022-08-31 07:03:06,470 INFO [train.py:927] (3/8) Epoch 16, batch 26150, giga_loss[loss=0.2284, simple_loss=0.309, pruned_loss=0.07387, over 12377.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03083, over 58.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3056, pruned_loss=0.07151, over 2474850.09 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06823, over 19863.40 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2862, pruned_loss=0.0605, over 2466723.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06958, over 8051.35 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.308, pruned_loss=0.07294, over 2475903.00 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06999, over 21224.93 utterances.], batch size: 58, lr: 2.43e-04
2022-08-31 07:04:52,876 INFO [train.py:927] (3/8) Epoch 16, batch 26200, giga_loss[loss=0.2604, simple_loss=0.3441, pruned_loss=0.08836, over 12386.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05953, over 182.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3078, pruned_loss=0.07345, over 2475792.93 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07367, over 20497.64 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2865, pruned_loss=0.06061, over 2466917.14 frames. utt_duration=1228 frames, utt_pad_proportion=0.06853, over 8046.00 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07478, over 2476657.58 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07519, over 21885.34 utterances.], batch size: 182, lr: 2.43e-04
2022-08-31 07:06:39,184 INFO [train.py:927] (3/8) Epoch 16, batch 26250, giga_loss[loss=0.2536, simple_loss=0.3311, pruned_loss=0.08808, over 12442.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0382, over 123.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3085, pruned_loss=0.07303, over 2476028.74 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07873, over 21804.43 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2864, pruned_loss=0.06074, over 2466887.28 frames. utt_duration=1220 frames, utt_pad_proportion=0.07148, over 8099.61 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.311, pruned_loss=0.07436, over 2477037.14 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07874, over 23289.32 utterances.], batch size: 123, lr: 2.43e-04
2022-08-31 07:08:24,627 INFO [train.py:927] (3/8) Epoch 16, batch 26300, giga_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.07123, over 12451.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03532, over 123.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3071, pruned_loss=0.07338, over 2476390.00 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08028, over 21500.85 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2864, pruned_loss=0.0608, over 2467135.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.07098, over 8112.17 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3097, pruned_loss=0.07471, over 2477219.78 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08045, over 23037.59 utterances.], batch size: 123, lr: 2.43e-04
2022-08-31 07:10:08,649 INFO [train.py:927] (3/8) Epoch 16, batch 26350, giga_loss[loss=0.2146, simple_loss=0.2926, pruned_loss=0.06829, over 12343.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03063, over 70.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3085, pruned_loss=0.07523, over 2476617.01 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08479, over 22351.78 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06153, over 2467742.97 frames. utt_duration=1170 frames, utt_pad_proportion=0.08663, over 8449.65 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.076, over 2476988.64 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07987, over 23646.07 utterances.], batch size: 70, lr: 2.43e-04
2022-08-31 07:11:22,337 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-31 07:13:48,431 INFO [train.py:927] (3/8) Epoch 17, batch 50, giga_loss[loss=0.1756, simple_loss=0.2663, pruned_loss=0.04243, over 12214.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.02797, over 39.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.311, pruned_loss=0.06437, over 548214.16 frames. utt_duration=538.4 frames, utt_pad_proportion=0.05963, over 4084.62 utterances.], libri_tot_loss[loss=0.1825, simple_loss=0.2727, pruned_loss=0.04615, over 36535.34 frames. utt_duration=1516 frames, utt_pad_proportion=0.007514, over 96.48 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3134, pruned_loss=0.06551, over 519388.55 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06072, over 4025.77 utterances.], batch size: 39, lr: 2.38e-04
2022-08-31 07:15:32,293 INFO [train.py:927] (3/8) Epoch 17, batch 100, giga_loss[loss=0.1843, simple_loss=0.2647, pruned_loss=0.052, over 12330.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03391, over 85.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2873, pruned_loss=0.05553, over 974999.36 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07466, over 7225.56 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2768, pruned_loss=0.05116, over 108419.58 frames. utt_duration=1208 frames, utt_pad_proportion=0.1003, over 359.31 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2887, pruned_loss=0.05606, over 906401.18 frames. utt_duration=513.7 frames, utt_pad_proportion=0.07287, over 7077.62 utterances.], batch size: 85, lr: 2.38e-04
2022-08-31 07:17:12,004 INFO [train.py:927] (3/8) Epoch 17, batch 150, giga_loss[loss=0.17, simple_loss=0.2572, pruned_loss=0.04139, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2723, pruned_loss=0.04941, over 1307207.93 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06761, over 9715.72 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.276, pruned_loss=0.05052, over 143589.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.08033, over 451.45 utterances.], giga_tot_loss[loss=0.1858, simple_loss=0.2725, pruned_loss=0.04951, over 1235451.98 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06706, over 9629.30 utterances.], batch size: 133, lr: 2.38e-04
2022-08-31 07:18:52,039 INFO [train.py:927] (3/8) Epoch 17, batch 200, giga_loss[loss=0.1518, simple_loss=0.2376, pruned_loss=0.03303, over 12366.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02765, over 66.00 utterances.], tot_loss[loss=0.1761, simple_loss=0.262, pruned_loss=0.04511, over 1565540.97 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06167, over 11360.32 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2785, pruned_loss=0.04972, over 177900.72 frames. utt_duration=1324 frames, utt_pad_proportion=0.0676, over 538.23 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2612, pruned_loss=0.04499, over 1495509.70 frames. utt_duration=528.7 frames, utt_pad_proportion=0.0617, over 11346.28 utterances.], batch size: 66, lr: 2.38e-04
2022-08-31 07:20:38,102 INFO [train.py:927] (3/8) Epoch 17, batch 250, giga_loss[loss=0.1422, simple_loss=0.2307, pruned_loss=0.02679, over 12384.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.1732, simple_loss=0.2583, pruned_loss=0.04402, over 1766426.87 frames. utt_duration=526.1 frames, utt_pad_proportion=0.07303, over 13467.99 utterances.], libri_tot_loss[loss=0.185, simple_loss=0.2751, pruned_loss=0.04745, over 267657.30 frames. utt_duration=1370 frames, utt_pad_proportion=0.05229, over 782.13 utterances.], giga_tot_loss[loss=0.1725, simple_loss=0.2571, pruned_loss=0.04394, over 1681200.36 frames. utt_duration=494 frames, utt_pad_proportion=0.07379, over 13653.53 utterances.], batch size: 80, lr: 2.38e-04
2022-08-31 07:22:20,536 INFO [train.py:927] (3/8) Epoch 17, batch 300, giga_loss[loss=0.1417, simple_loss=0.2288, pruned_loss=0.02732, over 12304.00 frames. utt_duration=795.3 frames, utt_pad_proportion=0.03599, over 62.00 utterances.], tot_loss[loss=0.1708, simple_loss=0.2554, pruned_loss=0.04306, over 1923068.72 frames. utt_duration=518.3 frames, utt_pad_proportion=0.07172, over 14885.67 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2777, pruned_loss=0.04933, over 311286.51 frames. utt_duration=1346 frames, utt_pad_proportion=0.04836, over 926.32 utterances.], giga_tot_loss[loss=0.1694, simple_loss=0.2536, pruned_loss=0.0426, over 1844379.26 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07274, over 15145.29 utterances.], batch size: 62, lr: 2.38e-04
2022-08-31 07:24:00,770 INFO [train.py:927] (3/8) Epoch 17, batch 350, giga_loss[loss=0.1458, simple_loss=0.2348, pruned_loss=0.02841, over 12312.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03207, over 51.00 utterances.], tot_loss[loss=0.1697, simple_loss=0.2543, pruned_loss=0.0426, over 2045163.93 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07263, over 16366.87 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2797, pruned_loss=0.05036, over 375096.88 frames. utt_duration=1340 frames, utt_pad_proportion=0.0417, over 1121.07 utterances.], giga_tot_loss[loss=0.1678, simple_loss=0.2518, pruned_loss=0.04185, over 1969199.42 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07403, over 16782.79 utterances.], batch size: 51, lr: 2.38e-04
2022-08-31 07:25:44,550 INFO [train.py:927] (3/8) Epoch 17, batch 400, giga_loss[loss=0.1637, simple_loss=0.2454, pruned_loss=0.04102, over 12437.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03793, over 123.00 utterances.], tot_loss[loss=0.1669, simple_loss=0.2509, pruned_loss=0.04146, over 2140383.47 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06867, over 16746.51 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2821, pruned_loss=0.05112, over 416918.56 frames. utt_duration=1334 frames, utt_pad_proportion=0.03871, over 1251.55 utterances.], giga_tot_loss[loss=0.1646, simple_loss=0.248, pruned_loss=0.04056, over 2073168.46 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07027, over 17232.26 utterances.], batch size: 123, lr: 2.38e-04
2022-08-31 07:27:29,603 INFO [train.py:927] (3/8) Epoch 17, batch 450, giga_loss[loss=0.1362, simple_loss=0.217, pruned_loss=0.02765, over 12351.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.02979, over 62.00 utterances.], tot_loss[loss=0.1633, simple_loss=0.2472, pruned_loss=0.03973, over 2214244.81 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06463, over 16331.87 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05013, over 487511.40 frames. utt_duration=1329 frames, utt_pad_proportion=0.03868, over 1468.99 utterances.], giga_tot_loss[loss=0.1608, simple_loss=0.2439, pruned_loss=0.0388, over 2151093.99 frames. utt_duration=507.7 frames, utt_pad_proportion=0.06641, over 16998.13 utterances.], batch size: 62, lr: 2.38e-04
2022-08-31 07:29:09,306 INFO [train.py:927] (3/8) Epoch 17, batch 500, giga_loss[loss=0.2016, simple_loss=0.2954, pruned_loss=0.05391, over 12362.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.1699, simple_loss=0.254, pruned_loss=0.04291, over 2272029.84 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06548, over 17550.60 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05054, over 536634.55 frames. utt_duration=1330 frames, utt_pad_proportion=0.03561, over 1615.80 utterances.], giga_tot_loss[loss=0.1672, simple_loss=0.2506, pruned_loss=0.04195, over 2216556.74 frames. utt_duration=486.2 frames, utt_pad_proportion=0.06723, over 18290.35 utterances.], batch size: 70, lr: 2.38e-04
2022-08-31 07:30:51,785 INFO [train.py:927] (3/8) Epoch 17, batch 550, giga_loss[loss=0.2391, simple_loss=0.3251, pruned_loss=0.07657, over 12400.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03301, over 80.00 utterances.], tot_loss[loss=0.1805, simple_loss=0.2654, pruned_loss=0.04779, over 2317465.30 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06161, over 17144.92 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2803, pruned_loss=0.0499, over 603484.23 frames. utt_duration=1336 frames, utt_pad_proportion=0.03324, over 1809.08 utterances.], giga_tot_loss[loss=0.1784, simple_loss=0.2626, pruned_loss=0.04711, over 2267116.42 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06378, over 18063.06 utterances.], batch size: 80, lr: 2.38e-04
2022-08-31 07:32:32,314 INFO [train.py:927] (3/8) Epoch 17, batch 600, giga_loss[loss=0.1756, simple_loss=0.2694, pruned_loss=0.04092, over 12471.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.039, over 26.00 utterances.], tot_loss[loss=0.1856, simple_loss=0.2721, pruned_loss=0.04961, over 2352354.20 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06199, over 17347.44 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2801, pruned_loss=0.04965, over 667892.30 frames. utt_duration=1315 frames, utt_pad_proportion=0.03414, over 2033.44 utterances.], giga_tot_loss[loss=0.184, simple_loss=0.2697, pruned_loss=0.04915, over 2307503.06 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06398, over 18376.66 utterances.], batch size: 26, lr: 2.38e-04
2022-08-31 07:34:14,002 INFO [train.py:927] (3/8) Epoch 17, batch 650, giga_loss[loss=0.1928, simple_loss=0.2738, pruned_loss=0.05588, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03383, over 42.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2763, pruned_loss=0.05059, over 2379668.89 frames. utt_duration=524 frames, utt_pad_proportion=0.06574, over 18218.68 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2806, pruned_loss=0.04943, over 721582.09 frames. utt_duration=1266 frames, utt_pad_proportion=0.04939, over 2282.81 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2742, pruned_loss=0.05032, over 2340648.82 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06591, over 19249.97 utterances.], batch size: 42, lr: 2.38e-04
2022-08-31 07:35:53,875 INFO [train.py:927] (3/8) Epoch 17, batch 700, giga_loss[loss=0.2123, simple_loss=0.3039, pruned_loss=0.06036, over 12399.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2805, pruned_loss=0.05284, over 2400545.26 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06387, over 17681.54 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2819, pruned_loss=0.05018, over 773196.01 frames. utt_duration=1218 frames, utt_pad_proportion=0.06442, over 2542.94 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2785, pruned_loss=0.05251, over 2367288.36 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06266, over 18702.41 utterances.], batch size: 113, lr: 2.38e-04
2022-08-31 07:37:37,153 INFO [train.py:927] (3/8) Epoch 17, batch 750, giga_loss[loss=0.2088, simple_loss=0.3002, pruned_loss=0.05873, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.04605, over 34.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2848, pruned_loss=0.05453, over 2416725.14 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06707, over 17510.11 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2831, pruned_loss=0.05059, over 806935.00 frames. utt_duration=1195 frames, utt_pad_proportion=0.0731, over 2705.09 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2829, pruned_loss=0.05421, over 2389158.69 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06482, over 18440.55 utterances.], batch size: 34, lr: 2.38e-04
2022-08-31 07:39:19,897 INFO [train.py:927] (3/8) Epoch 17, batch 800, giga_loss[loss=0.2261, simple_loss=0.2977, pruned_loss=0.07722, over 12343.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2884, pruned_loss=0.05556, over 2428814.97 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06739, over 17689.72 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05052, over 856092.53 frames. utt_duration=1210 frames, utt_pad_proportion=0.06828, over 2834.45 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2871, pruned_loss=0.05545, over 2405524.35 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06614, over 18698.49 utterances.], batch size: 368, lr: 2.38e-04
2022-08-31 07:41:02,211 INFO [train.py:927] (3/8) Epoch 17, batch 850, giga_loss[loss=0.1907, simple_loss=0.2896, pruned_loss=0.04591, over 12151.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.0413, over 33.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2893, pruned_loss=0.05487, over 2438525.22 frames. utt_duration=579.3 frames, utt_pad_proportion=0.06232, over 16881.07 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.05057, over 880317.93 frames. utt_duration=1217 frames, utt_pad_proportion=0.06639, over 2896.56 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2885, pruned_loss=0.05483, over 2419526.93 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06179, over 17814.17 utterances.], batch size: 33, lr: 2.38e-04
2022-08-31 07:42:44,619 INFO [train.py:927] (3/8) Epoch 17, batch 900, giga_loss[loss=0.1704, simple_loss=0.2712, pruned_loss=0.03483, over 12282.00 frames. utt_duration=1891 frames, utt_pad_proportion=0.04456, over 26.00 utterances.], tot_loss[loss=0.2, simple_loss=0.29, pruned_loss=0.055, over 2445729.41 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06346, over 17206.60 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05059, over 896234.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.06507, over 2948.45 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2894, pruned_loss=0.055, over 2430492.16 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06319, over 18027.21 utterances.], batch size: 26, lr: 2.38e-04
2022-08-31 07:44:34,147 INFO [train.py:927] (3/8) Epoch 17, batch 950, giga_loss[loss=0.2138, simple_loss=0.2943, pruned_loss=0.06665, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05724, over 2451163.93 frames. utt_duration=578.2 frames, utt_pad_proportion=0.0623, over 17000.98 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2823, pruned_loss=0.05017, over 942557.32 frames. utt_duration=1225 frames, utt_pad_proportion=0.0614, over 3081.30 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2919, pruned_loss=0.05756, over 2438670.79 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06272, over 17928.27 utterances.], batch size: 48, lr: 2.38e-04
2022-08-31 07:46:17,015 INFO [train.py:927] (3/8) Epoch 17, batch 1000, giga_loss[loss=0.211, simple_loss=0.2969, pruned_loss=0.06251, over 12334.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03352, over 97.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2915, pruned_loss=0.05806, over 2454521.14 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06285, over 17116.27 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2818, pruned_loss=0.04967, over 972728.08 frames. utt_duration=1232 frames, utt_pad_proportion=0.05979, over 3163.04 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2918, pruned_loss=0.05866, over 2444422.10 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06345, over 18037.50 utterances.], batch size: 97, lr: 2.38e-04
2022-08-31 07:47:58,915 INFO [train.py:927] (3/8) Epoch 17, batch 1050, giga_loss[loss=0.1795, simple_loss=0.2734, pruned_loss=0.04279, over 12463.00 frames. utt_duration=907.6 frames, utt_pad_proportion=0.03034, over 55.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2903, pruned_loss=0.05778, over 2459150.82 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06201, over 17075.79 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2816, pruned_loss=0.04968, over 1009875.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.05772, over 3268.95 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2907, pruned_loss=0.05844, over 2450729.73 frames. utt_duration=545.2 frames, utt_pad_proportion=0.0629, over 18030.72 utterances.], batch size: 55, lr: 2.37e-04
2022-08-31 07:49:43,560 INFO [train.py:927] (3/8) Epoch 17, batch 1100, giga_loss[loss=0.189, simple_loss=0.2685, pruned_loss=0.05478, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03997, over 31.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2899, pruned_loss=0.05749, over 2461968.97 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06579, over 17234.94 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2809, pruned_loss=0.04935, over 1053072.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.05487, over 3365.62 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2908, pruned_loss=0.05837, over 2455023.40 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06688, over 18301.74 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 07:51:28,538 INFO [train.py:927] (3/8) Epoch 17, batch 1150, giga_loss[loss=0.1753, simple_loss=0.2717, pruned_loss=0.03943, over 12373.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02808, over 70.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2858, pruned_loss=0.05574, over 2464783.54 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06987, over 17702.53 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.28, pruned_loss=0.0488, over 1101957.64 frames. utt_duration=1263 frames, utt_pad_proportion=0.05192, over 3494.90 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2871, pruned_loss=0.05689, over 2458938.93 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07105, over 18867.87 utterances.], batch size: 70, lr: 2.37e-04
2022-08-31 07:53:10,872 INFO [train.py:927] (3/8) Epoch 17, batch 1200, giga_loss[loss=0.199, simple_loss=0.2914, pruned_loss=0.05336, over 12441.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05077, over 162.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2819, pruned_loss=0.05436, over 2466307.57 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06726, over 18077.81 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2786, pruned_loss=0.04841, over 1148598.17 frames. utt_duration=1282 frames, utt_pad_proportion=0.04946, over 3588.16 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2837, pruned_loss=0.05565, over 2461947.92 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06893, over 19390.47 utterances.], batch size: 162, lr: 2.37e-04
2022-08-31 07:54:53,610 INFO [train.py:927] (3/8) Epoch 17, batch 1250, giga_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05508, over 12333.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03083, over 91.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2819, pruned_loss=0.05425, over 2467794.27 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06581, over 18059.38 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2792, pruned_loss=0.04863, over 1193955.05 frames. utt_duration=1286 frames, utt_pad_proportion=0.04687, over 3716.69 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2832, pruned_loss=0.05537, over 2464358.48 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06794, over 19464.42 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 07:56:34,926 INFO [train.py:927] (3/8) Epoch 17, batch 1300, giga_loss[loss=0.2007, simple_loss=0.2791, pruned_loss=0.06115, over 12373.00 frames. utt_duration=140 frames, utt_pad_proportion=0.1764, over 357.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2796, pruned_loss=0.05345, over 2469209.68 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06565, over 17800.69 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2785, pruned_loss=0.04817, over 1225518.75 frames. utt_duration=1297 frames, utt_pad_proportion=0.04519, over 3784.12 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2809, pruned_loss=0.05466, over 2466452.54 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06781, over 19181.22 utterances.], batch size: 357, lr: 2.37e-04
2022-08-31 07:58:16,942 INFO [train.py:927] (3/8) Epoch 17, batch 1350, giga_loss[loss=0.1825, simple_loss=0.2609, pruned_loss=0.05206, over 12350.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02917, over 48.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2765, pruned_loss=0.05251, over 2470061.36 frames. utt_duration=584.5 frames, utt_pad_proportion=0.0606, over 16945.48 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2787, pruned_loss=0.04826, over 1231825.15 frames. utt_duration=1296 frames, utt_pad_proportion=0.04488, over 3805.20 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2774, pruned_loss=0.05344, over 2467833.29 frames. utt_duration=548 frames, utt_pad_proportion=0.06279, over 18063.92 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 08:00:01,212 INFO [train.py:927] (3/8) Epoch 17, batch 1400, giga_loss[loss=0.1533, simple_loss=0.2406, pruned_loss=0.03303, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02922, over 66.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2743, pruned_loss=0.05216, over 2469575.56 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05668, over 16142.51 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2795, pruned_loss=0.04845, over 1262348.10 frames. utt_duration=1281 frames, utt_pad_proportion=0.04624, over 3945.43 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2746, pruned_loss=0.0529, over 2467896.05 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05865, over 17193.42 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 08:01:44,729 INFO [train.py:927] (3/8) Epoch 17, batch 1450, giga_loss[loss=0.2104, simple_loss=0.291, pruned_loss=0.0649, over 12294.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05299, over 26.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2726, pruned_loss=0.05193, over 2469965.85 frames. utt_duration=604.4 frames, utt_pad_proportion=0.0627, over 16385.65 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2796, pruned_loss=0.04848, over 1298071.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05286, over 4129.36 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2726, pruned_loss=0.0526, over 2468642.20 frames. utt_duration=569.4 frames, utt_pad_proportion=0.06258, over 17388.69 utterances.], batch size: 26, lr: 2.37e-04
2022-08-31 08:03:28,547 INFO [train.py:927] (3/8) Epoch 17, batch 1500, giga_loss[loss=0.1961, simple_loss=0.2795, pruned_loss=0.05634, over 12392.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05135, over 161.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.2707, pruned_loss=0.05126, over 2470608.42 frames. utt_duration=626.4 frames, utt_pad_proportion=0.06005, over 15814.81 utterances.], libri_tot_loss[loss=0.1886, simple_loss=0.2799, pruned_loss=0.04867, over 1326920.27 frames. utt_duration=1238 frames, utt_pad_proportion=0.05881, over 4291.94 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2705, pruned_loss=0.05178, over 2469694.65 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0589, over 16736.14 utterances.], batch size: 161, lr: 2.37e-04
2022-08-31 08:05:11,858 INFO [train.py:927] (3/8) Epoch 17, batch 1550, giga_loss[loss=0.225, simple_loss=0.3128, pruned_loss=0.06857, over 12382.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04889, over 161.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2715, pruned_loss=0.05163, over 2471584.53 frames. utt_duration=626.8 frames, utt_pad_proportion=0.05809, over 15810.80 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2805, pruned_loss=0.04903, over 1349478.06 frames. utt_duration=1223 frames, utt_pad_proportion=0.06264, over 4419.93 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2708, pruned_loss=0.0519, over 2471009.86 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05633, over 16637.59 utterances.], batch size: 161, lr: 2.37e-04
2022-08-31 08:06:55,045 INFO [train.py:927] (3/8) Epoch 17, batch 1600, giga_loss[loss=0.1812, simple_loss=0.2697, pruned_loss=0.04628, over 12342.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2751, pruned_loss=0.05317, over 2472101.82 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06396, over 16516.45 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04884, over 1376941.45 frames. utt_duration=1231 frames, utt_pad_proportion=0.0606, over 4480.88 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2742, pruned_loss=0.05355, over 2471895.00 frames. utt_duration=571 frames, utt_pad_proportion=0.06272, over 17362.50 utterances.], batch size: 58, lr: 2.37e-04
2022-08-31 08:08:40,551 INFO [train.py:927] (3/8) Epoch 17, batch 1650, giga_loss[loss=0.2113, simple_loss=0.294, pruned_loss=0.06425, over 12203.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03247, over 39.00 utterances.], tot_loss[loss=0.1956, simple_loss=0.2805, pruned_loss=0.05536, over 2472977.25 frames. utt_duration=594.6 frames, utt_pad_proportion=0.06051, over 16678.95 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2816, pruned_loss=0.04898, over 1393198.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.0608, over 4550.29 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2793, pruned_loss=0.05566, over 2472896.52 frames. utt_duration=568.6 frames, utt_pad_proportion=0.05964, over 17441.27 utterances.], batch size: 39, lr: 2.37e-04
2022-08-31 08:10:26,595 INFO [train.py:927] (3/8) Epoch 17, batch 1700, libri_loss[loss=0.1893, simple_loss=0.276, pruned_loss=0.05133, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00543, over 34.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2848, pruned_loss=0.05706, over 2473087.67 frames. utt_duration=572.6 frames, utt_pad_proportion=0.06786, over 17321.85 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04884, over 1430331.87 frames. utt_duration=1238 frames, utt_pad_proportion=0.0588, over 4628.80 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2844, pruned_loss=0.05762, over 2473110.56 frames. utt_duration=543 frames, utt_pad_proportion=0.06744, over 18267.40 utterances.], batch size: 34, lr: 2.37e-04
2022-08-31 08:12:09,510 INFO [train.py:927] (3/8) Epoch 17, batch 1750, giga_loss[loss=0.1536, simple_loss=0.2538, pruned_loss=0.02673, over 12440.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04359, over 114.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2887, pruned_loss=0.05853, over 2473309.05 frames. utt_duration=520.4 frames, utt_pad_proportion=0.07398, over 19066.85 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2808, pruned_loss=0.04878, over 1440556.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.05863, over 4667.37 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2884, pruned_loss=0.05909, over 2473504.19 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07357, over 19907.75 utterances.], batch size: 114, lr: 2.37e-04
2022-08-31 08:13:54,975 INFO [train.py:927] (3/8) Epoch 17, batch 1800, giga_loss[loss=0.1982, simple_loss=0.286, pruned_loss=0.05518, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03215, over 85.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2881, pruned_loss=0.05745, over 2473560.14 frames. utt_duration=510.4 frames, utt_pad_proportion=0.07642, over 19442.71 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2814, pruned_loss=0.04904, over 1450950.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06431, over 4769.63 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2876, pruned_loss=0.05784, over 2473632.14 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07486, over 20145.56 utterances.], batch size: 85, lr: 2.37e-04
2022-08-31 08:15:41,283 INFO [train.py:927] (3/8) Epoch 17, batch 1850, giga_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05698, over 12309.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02803, over 79.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.289, pruned_loss=0.05745, over 2473257.84 frames. utt_duration=523.7 frames, utt_pad_proportion=0.075, over 18944.35 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04884, over 1480812.95 frames. utt_duration=1229 frames, utt_pad_proportion=0.06193, over 4824.87 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2891, pruned_loss=0.05807, over 2473704.04 frames. utt_duration=500.3 frames, utt_pad_proportion=0.0744, over 19836.25 utterances.], batch size: 79, lr: 2.37e-04
2022-08-31 08:17:26,294 INFO [train.py:927] (3/8) Epoch 17, batch 1900, libri_loss[loss=0.1829, simple_loss=0.2749, pruned_loss=0.04544, over 12114.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006086, over 32.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2903, pruned_loss=0.05838, over 2473070.96 frames. utt_duration=545 frames, utt_pad_proportion=0.0716, over 18199.32 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2804, pruned_loss=0.04878, over 1499991.69 frames. utt_duration=1238 frames, utt_pad_proportion=0.06052, over 4854.14 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2907, pruned_loss=0.05907, over 2473922.08 frames. utt_duration=518.8 frames, utt_pad_proportion=0.07164, over 19129.52 utterances.], batch size: 32, lr: 2.37e-04
2022-08-31 08:19:13,665 INFO [train.py:927] (3/8) Epoch 17, batch 1950, giga_loss[loss=0.2383, simple_loss=0.315, pruned_loss=0.08077, over 12365.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2919, pruned_loss=0.05966, over 2473176.55 frames. utt_duration=540.8 frames, utt_pad_proportion=0.07191, over 18342.78 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2808, pruned_loss=0.04896, over 1519341.75 frames. utt_duration=1242 frames, utt_pad_proportion=0.05895, over 4899.73 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2922, pruned_loss=0.06029, over 2473827.05 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07234, over 19274.53 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 08:20:58,218 INFO [train.py:927] (3/8) Epoch 17, batch 2000, giga_loss[loss=0.1971, simple_loss=0.2854, pruned_loss=0.05446, over 12438.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.0225, over 48.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2931, pruned_loss=0.06038, over 2472894.32 frames. utt_duration=544.3 frames, utt_pad_proportion=0.07248, over 18224.92 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.0488, over 1533295.32 frames. utt_duration=1240 frames, utt_pad_proportion=0.05927, over 4951.14 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2938, pruned_loss=0.06109, over 2473635.90 frames. utt_duration=519.9 frames, utt_pad_proportion=0.07276, over 19086.33 utterances.], batch size: 48, lr: 2.37e-04
2022-08-31 08:22:41,830 INFO [train.py:927] (3/8) Epoch 17, batch 2050, libri_loss[loss=0.1577, simple_loss=0.254, pruned_loss=0.03068, over 12360.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004806, over 33.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.06046, over 2472383.30 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06952, over 17841.01 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2796, pruned_loss=0.0485, over 1551747.61 frames. utt_duration=1246 frames, utt_pad_proportion=0.05786, over 4985.83 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2954, pruned_loss=0.06144, over 2473159.11 frames. utt_duration=529.3 frames, utt_pad_proportion=0.07032, over 18743.85 utterances.], batch size: 33, lr: 2.37e-04
2022-08-31 08:24:26,098 INFO [train.py:927] (3/8) Epoch 17, batch 2100, giga_loss[loss=0.2165, simple_loss=0.3001, pruned_loss=0.06643, over 12422.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04261, over 146.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2936, pruned_loss=0.06081, over 2471809.93 frames. utt_duration=565 frames, utt_pad_proportion=0.06627, over 17545.30 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2791, pruned_loss=0.0483, over 1569767.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05652, over 5016.85 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2951, pruned_loss=0.06189, over 2472640.43 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06743, over 18447.57 utterances.], batch size: 146, lr: 2.37e-04
2022-08-31 08:26:12,684 INFO [train.py:927] (3/8) Epoch 17, batch 2150, giga_loss[loss=0.1788, simple_loss=0.267, pruned_loss=0.04527, over 12416.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04602, over 31.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2927, pruned_loss=0.06062, over 2472246.29 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06187, over 16687.16 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2795, pruned_loss=0.04841, over 1583341.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05569, over 5054.32 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2939, pruned_loss=0.06158, over 2472823.69 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06329, over 17528.88 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 08:27:54,516 INFO [train.py:927] (3/8) Epoch 17, batch 2200, giga_loss[loss=0.2162, simple_loss=0.303, pruned_loss=0.06465, over 12385.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0373, over 113.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2935, pruned_loss=0.06097, over 2471405.77 frames. utt_duration=626.2 frames, utt_pad_proportion=0.06072, over 15825.53 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2802, pruned_loss=0.04871, over 1614164.22 frames. utt_duration=1224 frames, utt_pad_proportion=0.06673, over 5281.20 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2944, pruned_loss=0.06196, over 2471693.65 frames. utt_duration=595.5 frames, utt_pad_proportion=0.05875, over 16644.00 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 08:29:46,132 INFO [train.py:927] (3/8) Epoch 17, batch 2250, giga_loss[loss=0.2212, simple_loss=0.2996, pruned_loss=0.07145, over 12431.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2937, pruned_loss=0.06066, over 2471278.05 frames. utt_duration=629.4 frames, utt_pad_proportion=0.05945, over 15742.54 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2803, pruned_loss=0.04894, over 1635054.79 frames. utt_duration=1228 frames, utt_pad_proportion=0.06538, over 5331.48 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06158, over 2471810.85 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05828, over 16586.31 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 08:31:29,673 INFO [train.py:927] (3/8) Epoch 17, batch 2300, giga_loss[loss=0.2102, simple_loss=0.2957, pruned_loss=0.06233, over 12460.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2944, pruned_loss=0.06176, over 2471694.44 frames. utt_duration=629.1 frames, utt_pad_proportion=0.05897, over 15753.90 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2805, pruned_loss=0.04909, over 1651846.00 frames. utt_duration=1227 frames, utt_pad_proportion=0.06435, over 5392.38 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2953, pruned_loss=0.06262, over 2471948.34 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05833, over 16553.82 utterances.], batch size: 123, lr: 2.37e-04
2022-08-31 08:33:14,027 INFO [train.py:927] (3/8) Epoch 17, batch 2350, giga_loss[loss=0.1944, simple_loss=0.2821, pruned_loss=0.0534, over 12367.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06088, over 2471091.38 frames. utt_duration=634 frames, utt_pad_proportion=0.0598, over 15626.90 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2807, pruned_loss=0.04923, over 1679875.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.06188, over 5453.93 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2933, pruned_loss=0.06187, over 2471476.07 frames. utt_duration=599 frames, utt_pad_proportion=0.0599, over 16545.30 utterances.], batch size: 70, lr: 2.37e-04
2022-08-31 08:34:57,394 INFO [train.py:927] (3/8) Epoch 17, batch 2400, giga_loss[loss=0.2121, simple_loss=0.2911, pruned_loss=0.06659, over 12126.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04288, over 33.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2912, pruned_loss=0.06057, over 2471396.31 frames. utt_duration=623.6 frames, utt_pad_proportion=0.06457, over 15890.76 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2814, pruned_loss=0.0496, over 1699430.41 frames. utt_duration=1215 frames, utt_pad_proportion=0.06646, over 5600.22 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2918, pruned_loss=0.06138, over 2471739.64 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06317, over 16730.98 utterances.], batch size: 33, lr: 2.37e-04
2022-08-31 08:36:42,033 INFO [train.py:927] (3/8) Epoch 17, batch 2450, giga_loss[loss=0.1982, simple_loss=0.2833, pruned_loss=0.0565, over 12405.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.0574, over 182.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.288, pruned_loss=0.05913, over 2471841.29 frames. utt_duration=637.9 frames, utt_pad_proportion=0.05988, over 15537.17 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04976, over 1722030.41 frames. utt_duration=1217 frames, utt_pad_proportion=0.06601, over 5667.58 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2887, pruned_loss=0.05996, over 2472393.41 frames. utt_duration=603.3 frames, utt_pad_proportion=0.059, over 16432.19 utterances.], batch size: 182, lr: 2.37e-04
2022-08-31 08:38:25,775 INFO [train.py:927] (3/8) Epoch 17, batch 2500, giga_loss[loss=0.1814, simple_loss=0.2701, pruned_loss=0.04632, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04017, over 113.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2852, pruned_loss=0.0579, over 2472784.41 frames. utt_duration=632.3 frames, utt_pad_proportion=0.06134, over 15680.94 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04948, over 1733239.37 frames. utt_duration=1221 frames, utt_pad_proportion=0.06501, over 5685.47 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2862, pruned_loss=0.05884, over 2473200.19 frames. utt_duration=600.9 frames, utt_pad_proportion=0.06086, over 16504.00 utterances.], batch size: 113, lr: 2.37e-04
2022-08-31 08:40:08,622 INFO [train.py:927] (3/8) Epoch 17, batch 2550, giga_loss[loss=0.2068, simple_loss=0.3034, pruned_loss=0.05512, over 12375.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.284, pruned_loss=0.05724, over 2473023.75 frames. utt_duration=602.9 frames, utt_pad_proportion=0.06327, over 16449.36 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2808, pruned_loss=0.04953, over 1740730.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06431, over 5698.57 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2848, pruned_loss=0.05802, over 2473252.96 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06302, over 17168.37 utterances.], batch size: 97, lr: 2.37e-04
2022-08-31 08:41:53,022 INFO [train.py:927] (3/8) Epoch 17, batch 2600, giga_loss[loss=0.1921, simple_loss=0.2726, pruned_loss=0.05582, over 12150.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03363, over 30.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.284, pruned_loss=0.05661, over 2472990.46 frames. utt_duration=592 frames, utt_pad_proportion=0.0622, over 16752.49 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2806, pruned_loss=0.04945, over 1747881.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06366, over 5705.56 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2848, pruned_loss=0.05735, over 2473322.91 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06221, over 17406.60 utterances.], batch size: 30, lr: 2.37e-04
2022-08-31 08:43:35,015 INFO [train.py:927] (3/8) Epoch 17, batch 2650, giga_loss[loss=0.1999, simple_loss=0.2885, pruned_loss=0.05568, over 12364.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06584, over 183.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2841, pruned_loss=0.05531, over 2473492.84 frames. utt_duration=592 frames, utt_pad_proportion=0.0628, over 16756.39 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2809, pruned_loss=0.04935, over 1787004.13 frames. utt_duration=1217 frames, utt_pad_proportion=0.06714, over 5880.35 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2847, pruned_loss=0.05631, over 2473576.33 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06159, over 17689.34 utterances.], batch size: 183, lr: 2.37e-04
2022-08-31 08:45:17,624 INFO [train.py:927] (3/8) Epoch 17, batch 2700, giga_loss[loss=0.1916, simple_loss=0.2767, pruned_loss=0.05324, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.0269, over 45.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.283, pruned_loss=0.05437, over 2472727.03 frames. utt_duration=579 frames, utt_pad_proportion=0.06633, over 17125.79 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04926, over 1797132.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.06608, over 5897.09 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2835, pruned_loss=0.05529, over 2472894.65 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06553, over 17995.84 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 08:47:00,225 INFO [train.py:927] (3/8) Epoch 17, batch 2750, libri_loss[loss=0.2112, simple_loss=0.3001, pruned_loss=0.06112, over 12286.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006822, over 37.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2823, pruned_loss=0.05408, over 2471904.04 frames. utt_duration=589.7 frames, utt_pad_proportion=0.06195, over 16808.71 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.281, pruned_loss=0.04943, over 1807067.15 frames. utt_duration=1224 frames, utt_pad_proportion=0.06506, over 5912.55 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2827, pruned_loss=0.05476, over 2472167.60 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06179, over 17631.87 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 08:48:41,745 INFO [train.py:927] (3/8) Epoch 17, batch 2800, giga_loss[loss=0.2137, simple_loss=0.2997, pruned_loss=0.06382, over 12380.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2859, pruned_loss=0.05543, over 2472415.90 frames. utt_duration=579.4 frames, utt_pad_proportion=0.05903, over 17113.40 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2814, pruned_loss=0.04962, over 1819990.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.06382, over 5940.17 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05593, over 2472873.12 frames. utt_duration=552.9 frames, utt_pad_proportion=0.05936, over 17938.89 utterances.], batch size: 161, lr: 2.37e-04
2022-08-31 08:50:24,356 INFO [train.py:927] (3/8) Epoch 17, batch 2850, giga_loss[loss=0.2021, simple_loss=0.2834, pruned_loss=0.06042, over 12271.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02716, over 54.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2869, pruned_loss=0.05542, over 2473011.59 frames. utt_duration=590.9 frames, utt_pad_proportion=0.05574, over 16784.56 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2811, pruned_loss=0.04955, over 1835934.63 frames. utt_duration=1234 frames, utt_pad_proportion=0.06224, over 5959.50 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2873, pruned_loss=0.05599, over 2473563.95 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05656, over 17671.51 utterances.], batch size: 54, lr: 2.37e-04
2022-08-31 08:52:08,362 INFO [train.py:927] (3/8) Epoch 17, batch 2900, giga_loss[loss=0.2321, simple_loss=0.3144, pruned_loss=0.0749, over 12416.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06717, over 211.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2879, pruned_loss=0.05573, over 2472711.45 frames. utt_duration=589.7 frames, utt_pad_proportion=0.05359, over 16815.99 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2816, pruned_loss=0.04971, over 1854817.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06118, over 6030.15 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.288, pruned_loss=0.05625, over 2473146.94 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05457, over 17767.35 utterances.], batch size: 211, lr: 2.37e-04
2022-08-31 08:53:50,233 INFO [train.py:927] (3/8) Epoch 17, batch 2950, giga_loss[loss=0.2052, simple_loss=0.2839, pruned_loss=0.06326, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03521, over 37.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.288, pruned_loss=0.05632, over 2472456.89 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05663, over 17332.30 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2819, pruned_loss=0.04993, over 1869612.18 frames. utt_duration=1231 frames, utt_pad_proportion=0.06067, over 6084.54 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.288, pruned_loss=0.05674, over 2473288.79 frames. utt_duration=542 frames, utt_pad_proportion=0.05743, over 18305.19 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 08:55:30,475 INFO [train.py:927] (3/8) Epoch 17, batch 3000, giga_loss[loss=0.1867, simple_loss=0.2689, pruned_loss=0.05225, over 12444.00 frames. utt_duration=509.3 frames, utt_pad_proportion=0.03533, over 98.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.286, pruned_loss=0.05589, over 2472906.57 frames. utt_duration=577.5 frames, utt_pad_proportion=0.05427, over 17172.44 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2818, pruned_loss=0.05016, over 1890437.48 frames. utt_duration=1238 frames, utt_pad_proportion=0.05871, over 6115.20 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2863, pruned_loss=0.05627, over 2473554.30 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05557, over 18281.93 utterances.], batch size: 98, lr: 2.37e-04
2022-08-31 08:55:30,477 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 08:55:44,025 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1758, simple_loss=0.2838, pruned_loss=0.03388, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 08:57:21,820 INFO [train.py:927] (3/8) Epoch 17, batch 3050, giga_loss[loss=0.1873, simple_loss=0.2928, pruned_loss=0.04092, over 12463.00 frames. utt_duration=666.2 frames, utt_pad_proportion=0.03033, over 75.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.05515, over 2473744.31 frames. utt_duration=564.3 frames, utt_pad_proportion=0.0569, over 17580.43 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2814, pruned_loss=0.0501, over 1901917.23 frames. utt_duration=1244 frames, utt_pad_proportion=0.05825, over 6121.70 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2869, pruned_loss=0.05561, over 2474359.05 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05792, over 18662.59 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 08:59:00,934 INFO [train.py:927] (3/8) Epoch 17, batch 3100, libri_loss[loss=0.2205, simple_loss=0.3097, pruned_loss=0.06565, over 12392.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009244, over 38.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2867, pruned_loss=0.05522, over 2474489.82 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05684, over 18020.60 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2815, pruned_loss=0.05005, over 1916278.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.05684, over 6146.39 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2872, pruned_loss=0.05575, over 2474798.93 frames. utt_duration=518.4 frames, utt_pad_proportion=0.05807, over 19151.54 utterances.], batch size: 38, lr: 2.37e-04
2022-08-31 09:00:48,711 INFO [train.py:927] (3/8) Epoch 17, batch 3150, libri_loss[loss=0.1792, simple_loss=0.2656, pruned_loss=0.04635, over 12268.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007575, over 37.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.286, pruned_loss=0.05583, over 2474516.57 frames. utt_duration=533 frames, utt_pad_proportion=0.05886, over 18624.20 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05039, over 1930087.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.05978, over 6254.32 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2861, pruned_loss=0.05613, over 2474778.32 frames. utt_duration=503.8 frames, utt_pad_proportion=0.05882, over 19709.53 utterances.], batch size: 37, lr: 2.37e-04
2022-08-31 09:02:29,128 INFO [train.py:927] (3/8) Epoch 17, batch 3200, giga_loss[loss=0.1961, simple_loss=0.2827, pruned_loss=0.05473, over 12437.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03809, over 123.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2838, pruned_loss=0.05562, over 2474755.75 frames. utt_duration=537.6 frames, utt_pad_proportion=0.05847, over 18464.34 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05041, over 1935495.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.05923, over 6266.73 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2839, pruned_loss=0.05589, over 2474974.33 frames. utt_duration=511.5 frames, utt_pad_proportion=0.0586, over 19413.05 utterances.], batch size: 123, lr: 2.37e-04
2022-08-31 09:04:07,658 INFO [train.py:927] (3/8) Epoch 17, batch 3250, giga_loss[loss=0.1741, simple_loss=0.2519, pruned_loss=0.04811, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03112, over 42.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2806, pruned_loss=0.05482, over 2474991.70 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06291, over 18246.30 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2823, pruned_loss=0.05065, over 1951750.10 frames. utt_duration=1245 frames, utt_pad_proportion=0.05757, over 6280.58 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2805, pruned_loss=0.05497, over 2474907.49 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06338, over 19337.60 utterances.], batch size: 42, lr: 2.37e-04
2022-08-31 09:05:50,692 INFO [train.py:927] (3/8) Epoch 17, batch 3300, giga_loss[loss=0.1839, simple_loss=0.2697, pruned_loss=0.04905, over 12361.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.192, simple_loss=0.277, pruned_loss=0.05345, over 2474428.43 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06156, over 17739.97 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05065, over 1959582.02 frames. utt_duration=1247 frames, utt_pad_proportion=0.05678, over 6292.32 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2769, pruned_loss=0.05362, over 2474336.30 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06225, over 18741.98 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 09:07:30,028 INFO [train.py:927] (3/8) Epoch 17, batch 3350, giga_loss[loss=0.2225, simple_loss=0.3183, pruned_loss=0.06338, over 12419.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03942, over 123.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2787, pruned_loss=0.05432, over 2474031.22 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05795, over 17276.88 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05073, over 1967081.79 frames. utt_duration=1251 frames, utt_pad_proportion=0.05599, over 6298.89 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2785, pruned_loss=0.05445, over 2474114.32 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05895, over 18212.46 utterances.], batch size: 123, lr: 2.37e-04
2022-08-31 09:09:10,049 INFO [train.py:927] (3/8) Epoch 17, batch 3400, giga_loss[loss=0.2102, simple_loss=0.2919, pruned_loss=0.06426, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04014, over 40.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2809, pruned_loss=0.05463, over 2473677.05 frames. utt_duration=586.3 frames, utt_pad_proportion=0.0551, over 16921.32 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05089, over 1981854.30 frames. utt_duration=1256 frames, utt_pad_proportion=0.05441, over 6316.65 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2803, pruned_loss=0.05472, over 2473962.47 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05657, over 17948.57 utterances.], batch size: 40, lr: 2.37e-04
2022-08-31 09:10:51,269 INFO [train.py:927] (3/8) Epoch 17, batch 3450, giga_loss[loss=0.1955, simple_loss=0.2813, pruned_loss=0.0549, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03249, over 58.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2836, pruned_loss=0.05579, over 2474389.32 frames. utt_duration=584.5 frames, utt_pad_proportion=0.05596, over 16976.93 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.05095, over 1993918.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.05409, over 6352.67 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2831, pruned_loss=0.05591, over 2474719.56 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05721, over 18005.85 utterances.], batch size: 58, lr: 2.37e-04
2022-08-31 09:12:36,567 INFO [train.py:927] (3/8) Epoch 17, batch 3500, libri_loss[loss=0.1767, simple_loss=0.2602, pruned_loss=0.04655, over 12384.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007088, over 31.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.289, pruned_loss=0.05918, over 2474590.95 frames. utt_duration=570.3 frames, utt_pad_proportion=0.05546, over 17401.13 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2826, pruned_loss=0.05096, over 2012820.42 frames. utt_duration=1263 frames, utt_pad_proportion=0.05267, over 6382.07 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.289, pruned_loss=0.05953, over 2474834.62 frames. utt_duration=533.3 frames, utt_pad_proportion=0.05697, over 18613.71 utterances.], batch size: 31, lr: 2.37e-04
2022-08-31 09:14:19,007 INFO [train.py:927] (3/8) Epoch 17, batch 3550, giga_loss[loss=0.2642, simple_loss=0.3381, pruned_loss=0.09511, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2946, pruned_loss=0.06244, over 2474122.96 frames. utt_duration=539 frames, utt_pad_proportion=0.06432, over 18410.68 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.05084, over 2021624.89 frames. utt_duration=1265 frames, utt_pad_proportion=0.0521, over 6400.17 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2949, pruned_loss=0.06298, over 2474634.98 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06517, over 19558.77 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 09:16:03,194 INFO [train.py:927] (3/8) Epoch 17, batch 3600, giga_loss[loss=0.2537, simple_loss=0.3245, pruned_loss=0.09141, over 12397.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02621, over 91.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3002, pruned_loss=0.06603, over 2474149.55 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06194, over 18294.66 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05108, over 2032770.04 frames. utt_duration=1266 frames, utt_pad_proportion=0.05108, over 6428.74 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3005, pruned_loss=0.06658, over 2474606.35 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06318, over 19458.88 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 09:17:46,248 INFO [train.py:927] (3/8) Epoch 17, batch 3650, giga_loss[loss=0.3519, simple_loss=0.4007, pruned_loss=0.1515, over 12419.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07637, over 213.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3046, pruned_loss=0.06946, over 2473446.33 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06238, over 18794.12 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2825, pruned_loss=0.05106, over 2047823.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.04968, over 6441.67 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3056, pruned_loss=0.07039, over 2473954.91 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06381, over 20082.02 utterances.], batch size: 213, lr: 2.37e-04
2022-08-31 09:19:34,105 INFO [train.py:927] (3/8) Epoch 17, batch 3700, giga_loss[loss=0.255, simple_loss=0.3336, pruned_loss=0.08821, over 12222.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03402, over 45.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3098, pruned_loss=0.07412, over 2474242.83 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06761, over 19758.18 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2829, pruned_loss=0.05124, over 2054122.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.04936, over 6467.84 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3106, pruned_loss=0.07499, over 2474686.74 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06863, over 20925.51 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 09:21:22,016 INFO [train.py:927] (3/8) Epoch 17, batch 3750, giga_loss[loss=0.2444, simple_loss=0.3198, pruned_loss=0.08453, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03188, over 80.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3125, pruned_loss=0.07603, over 2474070.62 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07084, over 19788.68 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05138, over 2070260.25 frames. utt_duration=1270 frames, utt_pad_proportion=0.04847, over 6527.68 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3139, pruned_loss=0.07749, over 2474768.83 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07203, over 21161.51 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 09:23:03,452 INFO [train.py:927] (3/8) Epoch 17, batch 3800, giga_loss[loss=0.2734, simple_loss=0.3541, pruned_loss=0.09637, over 12369.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03591, over 122.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3135, pruned_loss=0.07819, over 2474318.70 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07412, over 20781.51 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.283, pruned_loss=0.05146, over 2087782.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.04703, over 6550.24 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08039, over 2475199.90 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07558, over 22456.49 utterances.], batch size: 122, lr: 2.37e-04
2022-08-31 09:24:48,684 INFO [train.py:927] (3/8) Epoch 17, batch 3850, giga_loss[loss=0.2783, simple_loss=0.3671, pruned_loss=0.09478, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3155, pruned_loss=0.07949, over 2474419.28 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07397, over 21345.63 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.283, pruned_loss=0.05146, over 2087782.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.04703, over 6550.24 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3175, pruned_loss=0.0812, over 2475105.13 frames. utt_duration=438.6 frames, utt_pad_proportion=0.0751, over 22649.29 utterances.], batch size: 105, lr: 2.37e-04
2022-08-31 09:26:32,547 INFO [train.py:927] (3/8) Epoch 17, batch 3900, giga_loss[loss=0.2046, simple_loss=0.2903, pruned_loss=0.05945, over 12401.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04409, over 146.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.0807, over 2475035.54 frames. utt_duration=447.7 frames, utt_pad_proportion=0.0745, over 22184.20 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05134, over 2095236.13 frames. utt_duration=1281 frames, utt_pad_proportion=0.04622, over 6550.24 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3199, pruned_loss=0.08269, over 2475783.75 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07568, over 23496.47 utterances.], batch size: 146, lr: 2.37e-04
2022-08-31 09:28:17,308 INFO [train.py:927] (3/8) Epoch 17, batch 3950, giga_loss[loss=0.1857, simple_loss=0.2806, pruned_loss=0.04544, over 12433.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03272, over 75.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3161, pruned_loss=0.07825, over 2475128.48 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07545, over 22365.61 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05123, over 2104551.57 frames. utt_duration=1278 frames, utt_pad_proportion=0.04648, over 6595.01 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3186, pruned_loss=0.08056, over 2475806.57 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07649, over 23727.99 utterances.], batch size: 75, lr: 2.37e-04
2022-08-31 09:30:00,801 INFO [train.py:927] (3/8) Epoch 17, batch 4000, libri_loss[loss=0.1848, simple_loss=0.2668, pruned_loss=0.0514, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005664, over 32.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3132, pruned_loss=0.07621, over 2475916.42 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07356, over 22232.04 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2829, pruned_loss=0.05139, over 2117716.47 frames. utt_duration=1281 frames, utt_pad_proportion=0.0452, over 6619.78 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3165, pruned_loss=0.0788, over 2476117.42 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07513, over 23823.28 utterances.], batch size: 32, lr: 2.37e-04
2022-08-31 09:31:46,643 INFO [train.py:927] (3/8) Epoch 17, batch 4050, giga_loss[loss=0.2255, simple_loss=0.2931, pruned_loss=0.07898, over 12206.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02924, over 39.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3122, pruned_loss=0.07599, over 2475943.64 frames. utt_duration=434.1 frames, utt_pad_proportion=0.0764, over 22892.47 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05128, over 2121224.65 frames. utt_duration=1283 frames, utt_pad_proportion=0.04482, over 6620.56 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.315, pruned_loss=0.0783, over 2476155.53 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07761, over 24274.91 utterances.], batch size: 39, lr: 2.37e-04
2022-08-31 09:33:39,473 INFO [train.py:927] (3/8) Epoch 17, batch 4100, giga_loss[loss=0.2386, simple_loss=0.3227, pruned_loss=0.07721, over 12394.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.032, over 104.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.312, pruned_loss=0.07559, over 2475518.27 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07913, over 22843.10 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.283, pruned_loss=0.05138, over 2126461.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.04426, over 6626.22 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3145, pruned_loss=0.07767, over 2475713.25 frames. utt_duration=411.6 frames, utt_pad_proportion=0.0802, over 24146.64 utterances.], batch size: 104, lr: 2.37e-04
2022-08-31 09:35:24,865 INFO [train.py:927] (3/8) Epoch 17, batch 4150, libri_loss[loss=0.189, simple_loss=0.2763, pruned_loss=0.05088, over 12480.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007133, over 36.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.312, pruned_loss=0.07331, over 2475568.89 frames. utt_duration=443.8 frames, utt_pad_proportion=0.0774, over 22384.92 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2831, pruned_loss=0.05136, over 2136560.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.04314, over 6640.29 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3147, pruned_loss=0.07563, over 2475964.18 frames. utt_duration=416.5 frames, utt_pad_proportion=0.0789, over 23864.03 utterances.], batch size: 36, lr: 2.37e-04
2022-08-31 09:37:11,685 INFO [train.py:927] (3/8) Epoch 17, batch 4200, giga_loss[loss=0.2471, simple_loss=0.328, pruned_loss=0.08308, over 12333.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02989, over 66.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3108, pruned_loss=0.072, over 2475162.22 frames. utt_duration=468.7 frames, utt_pad_proportion=0.0728, over 21187.60 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2832, pruned_loss=0.05126, over 2146401.84 frames. utt_duration=1289 frames, utt_pad_proportion=0.0426, over 6670.81 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3137, pruned_loss=0.07452, over 2475659.63 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07478, over 22763.84 utterances.], batch size: 66, lr: 2.37e-04
2022-08-31 09:39:05,658 INFO [train.py:927] (3/8) Epoch 17, batch 4250, giga_loss[loss=0.2245, simple_loss=0.3033, pruned_loss=0.07282, over 12394.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03368, over 122.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3101, pruned_loss=0.07214, over 2474647.04 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07807, over 21640.49 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.284, pruned_loss=0.05146, over 2152751.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.0429, over 6721.02 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3123, pruned_loss=0.07435, over 2475191.64 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07944, over 23099.68 utterances.], batch size: 122, lr: 2.37e-04
2022-08-31 09:40:55,861 INFO [train.py:927] (3/8) Epoch 17, batch 4300, giga_loss[loss=0.2372, simple_loss=0.3152, pruned_loss=0.07958, over 12450.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02937, over 80.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3092, pruned_loss=0.07161, over 2474921.49 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07443, over 20607.10 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2841, pruned_loss=0.0515, over 2156112.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.04296, over 6737.82 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.311, pruned_loss=0.07348, over 2475231.61 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07587, over 21857.99 utterances.], batch size: 80, lr: 2.37e-04
2022-08-31 09:42:43,947 INFO [train.py:927] (3/8) Epoch 17, batch 4350, giga_loss[loss=0.2363, simple_loss=0.3289, pruned_loss=0.07186, over 12442.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03655, over 133.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3102, pruned_loss=0.072, over 2474893.87 frames. utt_duration=490.1 frames, utt_pad_proportion=0.0698, over 20260.81 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2844, pruned_loss=0.05159, over 2161015.49 frames. utt_duration=1284 frames, utt_pad_proportion=0.04244, over 6740.77 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3118, pruned_loss=0.07368, over 2475000.53 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07147, over 21430.08 utterances.], batch size: 133, lr: 2.37e-04
2022-08-31 09:44:31,707 INFO [train.py:927] (3/8) Epoch 17, batch 4400, giga_loss[loss=0.1995, simple_loss=0.2892, pruned_loss=0.05487, over 12348.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0295, over 91.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3079, pruned_loss=0.07114, over 2474400.97 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07239, over 20532.06 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2841, pruned_loss=0.05145, over 2166888.21 frames. utt_duration=1288 frames, utt_pad_proportion=0.0422, over 6738.81 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3098, pruned_loss=0.07297, over 2474838.36 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07384, over 21725.13 utterances.], batch size: 91, lr: 2.37e-04
2022-08-31 09:46:20,616 INFO [train.py:927] (3/8) Epoch 17, batch 4450, giga_loss[loss=0.223, simple_loss=0.2926, pruned_loss=0.07675, over 12315.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3069, pruned_loss=0.07127, over 2474206.18 frames. utt_duration=486.1 frames, utt_pad_proportion=0.06998, over 20419.22 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2838, pruned_loss=0.05134, over 2172712.34 frames. utt_duration=1292 frames, utt_pad_proportion=0.04153, over 6734.07 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3091, pruned_loss=0.07316, over 2474802.25 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07159, over 21618.38 utterances.], batch size: 45, lr: 2.37e-04
2022-08-31 09:48:07,720 INFO [train.py:927] (3/8) Epoch 17, batch 4500, libri_loss[loss=0.1717, simple_loss=0.2561, pruned_loss=0.04366, over 12289.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.04726, over 27.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3047, pruned_loss=0.07074, over 2474031.44 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07181, over 20542.89 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05128, over 2175557.08 frames. utt_duration=1294 frames, utt_pad_proportion=0.04136, over 6730.71 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3068, pruned_loss=0.07246, over 2474651.11 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07312, over 21620.64 utterances.], batch size: 27, lr: 2.37e-04
2022-08-31 09:49:55,206 INFO [train.py:927] (3/8) Epoch 17, batch 4550, giga_loss[loss=0.3013, simple_loss=0.3541, pruned_loss=0.1242, over 12376.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.098, over 256.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.304, pruned_loss=0.07032, over 2474698.78 frames. utt_duration=497.1 frames, utt_pad_proportion=0.06876, over 19970.57 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05134, over 2183190.65 frames. utt_duration=1292 frames, utt_pad_proportion=0.04162, over 6768.93 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3059, pruned_loss=0.07208, over 2474983.37 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07014, over 21100.40 utterances.], batch size: 256, lr: 2.37e-04
2022-08-31 09:51:37,493 INFO [train.py:927] (3/8) Epoch 17, batch 4600, giga_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.07868, over 12391.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05885, over 182.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3035, pruned_loss=0.06868, over 2474094.99 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06312, over 18955.81 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2841, pruned_loss=0.05141, over 2198198.74 frames. utt_duration=1298 frames, utt_pad_proportion=0.04024, over 6779.72 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3059, pruned_loss=0.07097, over 2474897.35 frames. utt_duration=484.3 frames, utt_pad_proportion=0.06546, over 20503.89 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 09:53:23,807 INFO [train.py:927] (3/8) Epoch 17, batch 4650, giga_loss[loss=0.2711, simple_loss=0.3319, pruned_loss=0.1051, over 12369.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07103, over 211.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3027, pruned_loss=0.06786, over 2474257.24 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06102, over 18424.17 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2834, pruned_loss=0.0511, over 2204962.08 frames. utt_duration=1304 frames, utt_pad_proportion=0.0397, over 6773.39 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3056, pruned_loss=0.07028, over 2474950.65 frames. utt_duration=498.5 frames, utt_pad_proportion=0.0634, over 19916.24 utterances.], batch size: 211, lr: 2.36e-04
2022-08-31 09:55:11,399 INFO [train.py:927] (3/8) Epoch 17, batch 4700, giga_loss[loss=0.2569, simple_loss=0.3321, pruned_loss=0.09087, over 12381.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07118, over 212.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3044, pruned_loss=0.07, over 2473933.94 frames. utt_duration=513.6 frames, utt_pad_proportion=0.0684, over 19320.30 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2831, pruned_loss=0.05118, over 2212472.00 frames. utt_duration=1310 frames, utt_pad_proportion=0.03893, over 6761.41 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3074, pruned_loss=0.07234, over 2474915.91 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07019, over 20849.18 utterances.], batch size: 212, lr: 2.36e-04
2022-08-31 09:56:55,873 INFO [train.py:927] (3/8) Epoch 17, batch 4750, giga_loss[loss=0.1979, simple_loss=0.2869, pruned_loss=0.05445, over 12258.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3044, pruned_loss=0.07072, over 2474301.04 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06982, over 19218.49 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.05163, over 2223164.38 frames. utt_duration=1293 frames, utt_pad_proportion=0.04297, over 6886.79 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3071, pruned_loss=0.07295, over 2474734.91 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07052, over 20805.50 utterances.], batch size: 54, lr: 2.36e-04
2022-08-31 09:58:42,861 INFO [train.py:927] (3/8) Epoch 17, batch 4800, libri_loss[loss=0.2054, simple_loss=0.2882, pruned_loss=0.06134, over 12439.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01135, over 39.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.305, pruned_loss=0.07167, over 2475259.51 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07029, over 19848.35 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.05164, over 2230525.67 frames. utt_duration=1292 frames, utt_pad_proportion=0.04282, over 6912.88 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3078, pruned_loss=0.074, over 2475701.64 frames. utt_duration=463 frames, utt_pad_proportion=0.07113, over 21453.62 utterances.], batch size: 39, lr: 2.36e-04
2022-08-31 10:00:27,957 INFO [train.py:927] (3/8) Epoch 17, batch 4850, giga_loss[loss=0.2115, simple_loss=0.2975, pruned_loss=0.06275, over 12425.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03848, over 105.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3039, pruned_loss=0.06986, over 2474207.75 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06924, over 19467.59 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2836, pruned_loss=0.05168, over 2237217.91 frames. utt_duration=1291 frames, utt_pad_proportion=0.04314, over 6942.40 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3068, pruned_loss=0.07221, over 2475056.23 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07019, over 21075.12 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 10:02:14,499 INFO [train.py:927] (3/8) Epoch 17, batch 4900, giga_loss[loss=0.2006, simple_loss=0.2826, pruned_loss=0.05929, over 12358.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.0329, over 62.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3022, pruned_loss=0.06872, over 2473967.17 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06863, over 19278.28 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2838, pruned_loss=0.05158, over 2243840.57 frames. utt_duration=1289 frames, utt_pad_proportion=0.04299, over 6969.15 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3048, pruned_loss=0.07112, over 2474995.50 frames. utt_duration=476.1 frames, utt_pad_proportion=0.06971, over 20859.62 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 10:03:58,467 INFO [train.py:927] (3/8) Epoch 17, batch 4950, giga_loss[loss=0.2197, simple_loss=0.3033, pruned_loss=0.06806, over 12346.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3005, pruned_loss=0.06783, over 2473105.87 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06575, over 18625.21 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05131, over 2254243.62 frames. utt_duration=1298 frames, utt_pad_proportion=0.04132, over 6953.95 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3039, pruned_loss=0.07077, over 2474742.85 frames. utt_duration=485 frames, utt_pad_proportion=0.0677, over 20471.20 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 10:05:46,411 INFO [train.py:927] (3/8) Epoch 17, batch 5000, giga_loss[loss=0.2064, simple_loss=0.3086, pruned_loss=0.05213, over 12241.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03243, over 45.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3036, pruned_loss=0.06922, over 2474220.14 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06981, over 18885.55 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05105, over 2261950.19 frames. utt_duration=1304 frames, utt_pad_proportion=0.04018, over 6947.68 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3072, pruned_loss=0.07235, over 2475414.92 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07167, over 20749.94 utterances.], batch size: 45, lr: 2.36e-04
2022-08-31 10:07:30,755 INFO [train.py:927] (3/8) Epoch 17, batch 5050, giga_loss[loss=0.2237, simple_loss=0.3129, pruned_loss=0.06724, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3074, pruned_loss=0.06997, over 2475103.86 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07174, over 19681.79 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05107, over 2268283.60 frames. utt_duration=1304 frames, utt_pad_proportion=0.03966, over 6967.01 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3108, pruned_loss=0.07299, over 2476028.09 frames. utt_duration=462 frames, utt_pad_proportion=0.07348, over 21504.70 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 10:09:16,814 INFO [train.py:927] (3/8) Epoch 17, batch 5100, libri_loss[loss=0.2208, simple_loss=0.3075, pruned_loss=0.06704, over 12443.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01518, over 40.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3085, pruned_loss=0.07133, over 2475326.63 frames. utt_duration=496.9 frames, utt_pad_proportion=0.0707, over 19984.78 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05106, over 2271094.41 frames. utt_duration=1307 frames, utt_pad_proportion=0.0394, over 6958.61 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3118, pruned_loss=0.07399, over 2476290.64 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07235, over 21608.46 utterances.], batch size: 40, lr: 2.36e-04
2022-08-31 10:11:02,941 INFO [train.py:927] (3/8) Epoch 17, batch 5150, giga_loss[loss=0.1923, simple_loss=0.2828, pruned_loss=0.05089, over 12441.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03167, over 75.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3076, pruned_loss=0.07133, over 2474804.38 frames. utt_duration=514.9 frames, utt_pad_proportion=0.0668, over 19279.92 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2835, pruned_loss=0.05143, over 2280030.13 frames. utt_duration=1308 frames, utt_pad_proportion=0.03829, over 6977.91 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3107, pruned_loss=0.07401, over 2475653.18 frames. utt_duration=471 frames, utt_pad_proportion=0.06921, over 21091.63 utterances.], batch size: 75, lr: 2.36e-04
2022-08-31 10:12:48,295 INFO [train.py:927] (3/8) Epoch 17, batch 5200, giga_loss[loss=0.2427, simple_loss=0.3105, pruned_loss=0.08739, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04362, over 37.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07158, over 2474784.56 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07171, over 19731.31 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2837, pruned_loss=0.05135, over 2287150.30 frames. utt_duration=1297 frames, utt_pad_proportion=0.04209, over 7061.80 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3097, pruned_loss=0.07451, over 2475949.48 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07267, over 21571.53 utterances.], batch size: 37, lr: 2.36e-04
2022-08-31 10:14:37,149 INFO [train.py:927] (3/8) Epoch 17, batch 5250, giga_loss[loss=0.2352, simple_loss=0.3165, pruned_loss=0.077, over 12346.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.033, over 51.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3061, pruned_loss=0.0718, over 2474789.32 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07382, over 19622.79 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05145, over 2290021.08 frames. utt_duration=1290 frames, utt_pad_proportion=0.04311, over 7111.48 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3085, pruned_loss=0.0743, over 2475644.04 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07438, over 21203.61 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 10:16:23,176 INFO [train.py:927] (3/8) Epoch 17, batch 5300, giga_loss[loss=0.245, simple_loss=0.3195, pruned_loss=0.08519, over 12385.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03761, over 113.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3052, pruned_loss=0.07166, over 2475184.27 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07443, over 19809.22 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2842, pruned_loss=0.05142, over 2293704.49 frames. utt_duration=1277 frames, utt_pad_proportion=0.04755, over 7190.36 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3075, pruned_loss=0.07407, over 2475854.31 frames. utt_duration=468 frames, utt_pad_proportion=0.07364, over 21230.05 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 10:18:08,084 INFO [train.py:927] (3/8) Epoch 17, batch 5350, giga_loss[loss=0.2141, simple_loss=0.3058, pruned_loss=0.06123, over 12394.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.0289, over 62.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3055, pruned_loss=0.07141, over 2474897.34 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06883, over 19539.96 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2842, pruned_loss=0.05135, over 2296212.80 frames. utt_duration=1276 frames, utt_pad_proportion=0.04795, over 7209.25 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3077, pruned_loss=0.07364, over 2475615.97 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06853, over 20815.29 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 10:19:53,379 INFO [train.py:927] (3/8) Epoch 17, batch 5400, giga_loss[loss=0.3111, simple_loss=0.3542, pruned_loss=0.134, over 12356.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3059, pruned_loss=0.07172, over 2473933.99 frames. utt_duration=503 frames, utt_pad_proportion=0.07379, over 19730.15 utterances.], libri_tot_loss[loss=0.1934, simple_loss=0.2841, pruned_loss=0.0513, over 2301157.58 frames. utt_duration=1277 frames, utt_pad_proportion=0.04684, over 7214.88 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.07408, over 2474788.27 frames. utt_duration=471.2 frames, utt_pad_proportion=0.0738, over 21073.05 utterances.], batch size: 366, lr: 2.36e-04
2022-08-31 10:21:40,737 INFO [train.py:927] (3/8) Epoch 17, batch 5450, giga_loss[loss=0.2306, simple_loss=0.3199, pruned_loss=0.07067, over 12386.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03932, over 113.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3079, pruned_loss=0.07187, over 2474109.85 frames. utt_duration=490.9 frames, utt_pad_proportion=0.07889, over 20219.78 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2848, pruned_loss=0.05173, over 2305560.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05099, over 7304.60 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3097, pruned_loss=0.07386, over 2474696.57 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07769, over 21507.80 utterances.], batch size: 113, lr: 2.36e-04
2022-08-31 10:23:24,340 INFO [train.py:927] (3/8) Epoch 17, batch 5500, giga_loss[loss=0.2337, simple_loss=0.3203, pruned_loss=0.07357, over 12406.00 frames. utt_duration=856.9 frames, utt_pad_proportion=0.02848, over 58.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3099, pruned_loss=0.07246, over 2473629.57 frames. utt_duration=481.6 frames, utt_pad_proportion=0.0815, over 20608.92 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05208, over 2311917.31 frames. utt_duration=1264 frames, utt_pad_proportion=0.04972, over 7325.17 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3119, pruned_loss=0.07447, over 2474310.81 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08113, over 22078.90 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 10:25:07,961 INFO [train.py:927] (3/8) Epoch 17, batch 5550, giga_loss[loss=0.2155, simple_loss=0.3026, pruned_loss=0.06422, over 12335.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02993, over 66.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3121, pruned_loss=0.07404, over 2473876.21 frames. utt_duration=487.9 frames, utt_pad_proportion=0.07717, over 20343.10 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2853, pruned_loss=0.05205, over 2314282.47 frames. utt_duration=1265 frames, utt_pad_proportion=0.04913, over 7324.26 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3139, pruned_loss=0.07598, over 2474479.58 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07744, over 21691.75 utterances.], batch size: 66, lr: 2.36e-04
2022-08-31 10:26:55,200 INFO [train.py:927] (3/8) Epoch 17, batch 5600, giga_loss[loss=0.2048, simple_loss=0.2978, pruned_loss=0.05589, over 12384.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02455, over 66.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3128, pruned_loss=0.07513, over 2473924.80 frames. utt_duration=465.8 frames, utt_pad_proportion=0.08398, over 21313.11 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2853, pruned_loss=0.05201, over 2318837.19 frames. utt_duration=1269 frames, utt_pad_proportion=0.048, over 7317.59 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.315, pruned_loss=0.07732, over 2474572.29 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08445, over 22767.11 utterances.], batch size: 66, lr: 2.36e-04
2022-08-31 10:28:39,946 INFO [train.py:927] (3/8) Epoch 17, batch 5650, giga_loss[loss=0.2189, simple_loss=0.3075, pruned_loss=0.06519, over 12439.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03729, over 105.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3132, pruned_loss=0.0748, over 2474230.82 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08762, over 22478.25 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05205, over 2322676.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.0517, over 7385.88 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3156, pruned_loss=0.07701, over 2474746.42 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08708, over 23893.50 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 10:30:25,808 INFO [train.py:927] (3/8) Epoch 17, batch 5700, libri_loss[loss=0.1853, simple_loss=0.2718, pruned_loss=0.04934, over 12198.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.00414, over 33.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3137, pruned_loss=0.07512, over 2474455.13 frames. utt_duration=432.3 frames, utt_pad_proportion=0.08765, over 22974.46 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2852, pruned_loss=0.05208, over 2324719.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05106, over 7381.08 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.316, pruned_loss=0.07715, over 2475088.15 frames. utt_duration=408.8 frames, utt_pad_proportion=0.08756, over 24306.59 utterances.], batch size: 33, lr: 2.36e-04
2022-08-31 10:32:10,471 INFO [train.py:927] (3/8) Epoch 17, batch 5750, giga_loss[loss=0.2059, simple_loss=0.2878, pruned_loss=0.06196, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0286, over 48.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3128, pruned_loss=0.07536, over 2474561.86 frames. utt_duration=431.6 frames, utt_pad_proportion=0.08801, over 23011.06 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.285, pruned_loss=0.05204, over 2325993.24 frames. utt_duration=1264 frames, utt_pad_proportion=0.05068, over 7370.30 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.315, pruned_loss=0.07718, over 2475232.72 frames. utt_duration=410.6 frames, utt_pad_proportion=0.08808, over 24198.34 utterances.], batch size: 48, lr: 2.36e-04
2022-08-31 10:33:59,335 INFO [train.py:927] (3/8) Epoch 17, batch 5800, giga_loss[loss=0.2453, simple_loss=0.3059, pruned_loss=0.09241, over 12351.00 frames. utt_duration=131.4 frames, utt_pad_proportion=0.227, over 380.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3104, pruned_loss=0.07438, over 2474931.00 frames. utt_duration=444 frames, utt_pad_proportion=0.08734, over 22371.21 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2856, pruned_loss=0.05247, over 2328705.17 frames. utt_duration=1252 frames, utt_pad_proportion=0.05518, over 7445.98 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.312, pruned_loss=0.07584, over 2475684.65 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08628, over 23510.31 utterances.], batch size: 380, lr: 2.36e-04
2022-08-31 10:35:40,949 INFO [train.py:927] (3/8) Epoch 17, batch 5850, libri_loss[loss=0.207, simple_loss=0.3003, pruned_loss=0.05687, over 12406.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007353, over 38.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3086, pruned_loss=0.07418, over 2474709.86 frames. utt_duration=442.5 frames, utt_pad_proportion=0.08677, over 22443.38 utterances.], libri_tot_loss[loss=0.1955, simple_loss=0.2857, pruned_loss=0.05261, over 2332255.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.05407, over 7435.04 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3104, pruned_loss=0.0757, over 2475360.08 frames. utt_duration=419.2 frames, utt_pad_proportion=0.0865, over 23703.38 utterances.], batch size: 38, lr: 2.36e-04
2022-08-31 10:37:20,171 INFO [train.py:927] (3/8) Epoch 17, batch 5900, giga_loss[loss=0.1774, simple_loss=0.2672, pruned_loss=0.04379, over 12326.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03537, over 51.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3066, pruned_loss=0.07242, over 2474414.10 frames. utt_duration=433.5 frames, utt_pad_proportion=0.08869, over 22912.04 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2856, pruned_loss=0.05251, over 2335653.11 frames. utt_duration=1256 frames, utt_pad_proportion=0.05404, over 7447.38 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3086, pruned_loss=0.07419, over 2475049.15 frames. utt_duration=410 frames, utt_pad_proportion=0.08859, over 24235.61 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 10:39:10,057 INFO [train.py:927] (3/8) Epoch 17, batch 5950, giga_loss[loss=0.2468, simple_loss=0.3077, pruned_loss=0.09289, over 12347.00 frames. utt_duration=136 frames, utt_pad_proportion=0.1998, over 367.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3059, pruned_loss=0.07181, over 2474590.60 frames. utt_duration=420.8 frames, utt_pad_proportion=0.08807, over 23606.44 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.2856, pruned_loss=0.05256, over 2338740.37 frames. utt_duration=1260 frames, utt_pad_proportion=0.05314, over 7435.36 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3079, pruned_loss=0.07359, over 2475439.36 frames. utt_duration=397.2 frames, utt_pad_proportion=0.08846, over 25020.78 utterances.], batch size: 367, lr: 2.36e-04
2022-08-31 10:40:58,205 INFO [train.py:927] (3/8) Epoch 17, batch 6000, libri_loss[loss=0.2067, simple_loss=0.2993, pruned_loss=0.05702, over 12380.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01369, over 41.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3023, pruned_loss=0.07021, over 2474420.39 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08683, over 22455.31 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.2853, pruned_loss=0.05234, over 2343301.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05172, over 7413.60 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3047, pruned_loss=0.07244, over 2475200.79 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08798, over 24129.56 utterances.], batch size: 41, lr: 2.36e-04
2022-08-31 10:40:58,206 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 10:41:12,225 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1733, simple_loss=0.2825, pruned_loss=0.0321, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 10:42:55,072 INFO [train.py:927] (3/8) Epoch 17, batch 6050, libri_loss[loss=0.1664, simple_loss=0.2599, pruned_loss=0.03647, over 12296.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009477, over 28.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3033, pruned_loss=0.07036, over 2474545.02 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08564, over 21991.28 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2853, pruned_loss=0.05228, over 2344610.30 frames. utt_duration=1268 frames, utt_pad_proportion=0.05136, over 7407.45 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3054, pruned_loss=0.07234, over 2475171.45 frames. utt_duration=423.7 frames, utt_pad_proportion=0.08682, over 23449.22 utterances.], batch size: 28, lr: 2.36e-04
2022-08-31 10:44:42,519 INFO [train.py:927] (3/8) Epoch 17, batch 6100, giga_loss[loss=0.1988, simple_loss=0.2873, pruned_loss=0.05516, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03124, over 42.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3044, pruned_loss=0.07091, over 2474765.44 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07998, over 21906.69 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05244, over 2346518.34 frames. utt_duration=1268 frames, utt_pad_proportion=0.05074, over 7411.29 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3061, pruned_loss=0.0726, over 2475291.91 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08155, over 23256.58 utterances.], batch size: 42, lr: 2.36e-04
2022-08-31 10:46:28,156 INFO [train.py:927] (3/8) Epoch 17, batch 6150, giga_loss[loss=0.2104, simple_loss=0.302, pruned_loss=0.05943, over 12350.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02996, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3068, pruned_loss=0.07275, over 2474229.11 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08262, over 22210.89 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2861, pruned_loss=0.0529, over 2350408.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.05823, over 7554.09 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3083, pruned_loss=0.0743, over 2475141.56 frames. utt_duration=420.6 frames, utt_pad_proportion=0.08195, over 23623.31 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 10:48:11,457 INFO [train.py:927] (3/8) Epoch 17, batch 6200, giga_loss[loss=0.24, simple_loss=0.3185, pruned_loss=0.08078, over 12406.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06289, over 183.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3072, pruned_loss=0.07273, over 2473238.75 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08246, over 22147.51 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2859, pruned_loss=0.05288, over 2356315.84 frames. utt_duration=1255 frames, utt_pad_proportion=0.05585, over 7522.16 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3097, pruned_loss=0.07502, over 2474635.69 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08293, over 24065.14 utterances.], batch size: 183, lr: 2.36e-04
2022-08-31 10:50:01,076 INFO [train.py:927] (3/8) Epoch 17, batch 6250, giga_loss[loss=0.2088, simple_loss=0.2875, pruned_loss=0.06499, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03555, over 40.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3077, pruned_loss=0.07327, over 2473739.89 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0791, over 21517.85 utterances.], libri_tot_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.05256, over 2359521.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.05551, over 7516.46 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3109, pruned_loss=0.07596, over 2475117.54 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08005, over 23459.08 utterances.], batch size: 40, lr: 2.36e-04
2022-08-31 10:51:45,416 INFO [train.py:927] (3/8) Epoch 17, batch 6300, libri_loss[loss=0.193, simple_loss=0.2775, pruned_loss=0.05431, over 12231.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005948, over 31.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3078, pruned_loss=0.07225, over 2473424.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07658, over 20816.84 utterances.], libri_tot_loss[loss=0.1953, simple_loss=0.2853, pruned_loss=0.05267, over 2364093.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05413, over 7509.96 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3112, pruned_loss=0.07508, over 2474484.36 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07828, over 22897.81 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 10:53:30,672 INFO [train.py:927] (3/8) Epoch 17, batch 6350, giga_loss[loss=0.2835, simple_loss=0.3372, pruned_loss=0.1149, over 12390.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1103, over 260.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3074, pruned_loss=0.0727, over 2473540.92 frames. utt_duration=458.9 frames, utt_pad_proportion=0.0796, over 21629.00 utterances.], libri_tot_loss[loss=0.195, simple_loss=0.285, pruned_loss=0.05246, over 2366364.64 frames. utt_duration=1264 frames, utt_pad_proportion=0.05304, over 7497.43 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3108, pruned_loss=0.07554, over 2474758.98 frames. utt_duration=421 frames, utt_pad_proportion=0.08111, over 23595.01 utterances.], batch size: 260, lr: 2.36e-04
2022-08-31 10:55:18,296 INFO [train.py:927] (3/8) Epoch 17, batch 6400, giga_loss[loss=0.1992, simple_loss=0.2856, pruned_loss=0.0564, over 12422.00 frames. utt_duration=711.5 frames, utt_pad_proportion=0.02406, over 70.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.306, pruned_loss=0.07248, over 2473261.55 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08219, over 21640.46 utterances.], libri_tot_loss[loss=0.1945, simple_loss=0.2845, pruned_loss=0.05226, over 2367798.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05233, over 7473.66 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3095, pruned_loss=0.07528, over 2474867.35 frames. utt_duration=423 frames, utt_pad_proportion=0.08357, over 23481.26 utterances.], batch size: 70, lr: 2.36e-04
2022-08-31 10:57:01,171 INFO [train.py:927] (3/8) Epoch 17, batch 6450, giga_loss[loss=0.207, simple_loss=0.2913, pruned_loss=0.0613, over 12356.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03233, over 58.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3057, pruned_loss=0.07261, over 2474590.57 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07866, over 21357.34 utterances.], libri_tot_loss[loss=0.1946, simple_loss=0.2847, pruned_loss=0.05229, over 2369495.70 frames. utt_duration=1270 frames, utt_pad_proportion=0.0517, over 7473.58 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3086, pruned_loss=0.07507, over 2475755.34 frames. utt_duration=432 frames, utt_pad_proportion=0.08031, over 22999.78 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 10:58:42,353 INFO [train.py:927] (3/8) Epoch 17, batch 6500, giga_loss[loss=0.287, simple_loss=0.3361, pruned_loss=0.1189, over 12369.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2012, over 368.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3054, pruned_loss=0.0732, over 2474115.10 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08541, over 21981.10 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.2841, pruned_loss=0.05205, over 2371522.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.05075, over 7447.03 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07582, over 2475539.82 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08672, over 23630.99 utterances.], batch size: 368, lr: 2.36e-04
2022-08-31 11:00:25,763 INFO [train.py:927] (3/8) Epoch 17, batch 6550, giga_loss[loss=0.2177, simple_loss=0.295, pruned_loss=0.07019, over 12460.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.306, pruned_loss=0.07355, over 2474860.17 frames. utt_duration=468.1 frames, utt_pad_proportion=0.08024, over 21213.04 utterances.], libri_tot_loss[loss=0.1936, simple_loss=0.2835, pruned_loss=0.05183, over 2373632.65 frames. utt_duration=1280 frames, utt_pad_proportion=0.05022, over 7424.31 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3095, pruned_loss=0.0762, over 2475922.62 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08197, over 22795.55 utterances.], batch size: 75, lr: 2.36e-04
2022-08-31 11:02:12,102 INFO [train.py:927] (3/8) Epoch 17, batch 6600, giga_loss[loss=0.2613, simple_loss=0.3297, pruned_loss=0.09638, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07194, over 212.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.07466, over 2474909.21 frames. utt_duration=455.9 frames, utt_pad_proportion=0.08107, over 21785.99 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2832, pruned_loss=0.05163, over 2375174.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.04962, over 7402.06 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3104, pruned_loss=0.0773, over 2476144.16 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08266, over 23299.00 utterances.], batch size: 212, lr: 2.36e-04
2022-08-31 11:03:55,427 INFO [train.py:927] (3/8) Epoch 17, batch 6650, giga_loss[loss=0.2421, simple_loss=0.3266, pruned_loss=0.07882, over 12392.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02623, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3062, pruned_loss=0.07387, over 2474576.56 frames. utt_duration=467.7 frames, utt_pad_proportion=0.0818, over 21232.08 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2832, pruned_loss=0.05166, over 2378836.77 frames. utt_duration=1286 frames, utt_pad_proportion=0.0492, over 7406.93 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3099, pruned_loss=0.07682, over 2475799.21 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08352, over 22970.63 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 11:05:38,933 INFO [train.py:927] (3/8) Epoch 17, batch 6700, libri_loss[loss=0.1943, simple_loss=0.2887, pruned_loss=0.04989, over 12383.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009072, over 38.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3064, pruned_loss=0.07349, over 2474480.50 frames. utt_duration=471.4 frames, utt_pad_proportion=0.08254, over 21061.02 utterances.], libri_tot_loss[loss=0.1932, simple_loss=0.2833, pruned_loss=0.05159, over 2382360.83 frames. utt_duration=1276 frames, utt_pad_proportion=0.05232, over 7477.37 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3102, pruned_loss=0.07674, over 2475693.00 frames. utt_duration=433.8 frames, utt_pad_proportion=0.08345, over 22903.44 utterances.], batch size: 38, lr: 2.36e-04
2022-08-31 11:07:21,841 INFO [train.py:927] (3/8) Epoch 17, batch 6750, giga_loss[loss=0.2041, simple_loss=0.2921, pruned_loss=0.05804, over 12409.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02894, over 62.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3085, pruned_loss=0.07499, over 2474474.59 frames. utt_duration=462.3 frames, utt_pad_proportion=0.08358, over 21477.04 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2832, pruned_loss=0.05152, over 2384087.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05157, over 7467.94 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3119, pruned_loss=0.07801, over 2475524.30 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08462, over 23188.35 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 11:09:04,733 INFO [train.py:927] (3/8) Epoch 17, batch 6800, giga_loss[loss=0.2416, simple_loss=0.3241, pruned_loss=0.07957, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3087, pruned_loss=0.07449, over 2473340.17 frames. utt_duration=471.4 frames, utt_pad_proportion=0.08302, over 21053.29 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.05114, over 2387272.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.04993, over 7422.94 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3132, pruned_loss=0.0782, over 2474873.33 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08479, over 23034.64 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 11:10:46,221 INFO [train.py:927] (3/8) Epoch 17, batch 6850, giga_loss[loss=0.2262, simple_loss=0.305, pruned_loss=0.07368, over 12385.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3084, pruned_loss=0.07409, over 2473286.51 frames. utt_duration=467.3 frames, utt_pad_proportion=0.08235, over 21237.71 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2826, pruned_loss=0.05119, over 2389886.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.0501, over 7458.06 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3125, pruned_loss=0.07766, over 2474469.44 frames. utt_duration=428.5 frames, utt_pad_proportion=0.08417, over 23176.23 utterances.], batch size: 133, lr: 2.36e-04
2022-08-31 11:12:27,422 INFO [train.py:927] (3/8) Epoch 17, batch 6900, libri_loss[loss=0.1959, simple_loss=0.2742, pruned_loss=0.05883, over 12268.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006412, over 32.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3076, pruned_loss=0.0734, over 2472670.46 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07981, over 20275.92 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2822, pruned_loss=0.05097, over 2392760.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.04863, over 7443.00 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3122, pruned_loss=0.07733, over 2473997.56 frames. utt_duration=444 frames, utt_pad_proportion=0.08239, over 22362.58 utterances.], batch size: 32, lr: 2.36e-04
2022-08-31 11:14:14,335 INFO [train.py:927] (3/8) Epoch 17, batch 6950, libri_loss[loss=0.2153, simple_loss=0.3068, pruned_loss=0.06191, over 12118.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00704, over 32.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3077, pruned_loss=0.07361, over 2473084.27 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07803, over 19908.84 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2823, pruned_loss=0.05104, over 2394392.59 frames. utt_duration=1291 frames, utt_pad_proportion=0.04779, over 7428.18 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07721, over 2474482.88 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08077, over 21888.27 utterances.], batch size: 32, lr: 2.36e-04
2022-08-31 11:15:57,952 INFO [train.py:927] (3/8) Epoch 17, batch 7000, giga_loss[loss=0.2553, simple_loss=0.3347, pruned_loss=0.08791, over 12343.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03331, over 51.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3089, pruned_loss=0.07456, over 2473520.67 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07739, over 19875.24 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2827, pruned_loss=0.05115, over 2395514.31 frames. utt_duration=1289 frames, utt_pad_proportion=0.04744, over 7441.69 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07763, over 2474683.38 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07991, over 21600.36 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 11:17:40,810 INFO [train.py:927] (3/8) Epoch 17, batch 7050, giga_loss[loss=0.2788, simple_loss=0.3442, pruned_loss=0.1067, over 12439.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04545, over 161.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3095, pruned_loss=0.07492, over 2473736.44 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07375, over 19814.92 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2826, pruned_loss=0.05113, over 2397354.46 frames. utt_duration=1291 frames, utt_pad_proportion=0.04676, over 7435.32 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07802, over 2475105.82 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07648, over 21540.99 utterances.], batch size: 161, lr: 2.36e-04
2022-08-31 11:19:24,813 INFO [train.py:927] (3/8) Epoch 17, batch 7100, giga_loss[loss=0.2314, simple_loss=0.3159, pruned_loss=0.07346, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03046, over 80.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3088, pruned_loss=0.07377, over 2473654.74 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06953, over 19388.97 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2826, pruned_loss=0.05112, over 2398825.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.04597, over 7423.42 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3121, pruned_loss=0.07679, over 2475134.05 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07251, over 21059.40 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 11:21:07,699 INFO [train.py:927] (3/8) Epoch 17, batch 7150, giga_loss[loss=0.197, simple_loss=0.2828, pruned_loss=0.05562, over 12389.00 frames. utt_duration=855.9 frames, utt_pad_proportion=0.0296, over 58.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3096, pruned_loss=0.07432, over 2474251.12 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06992, over 19831.73 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05109, over 2400540.64 frames. utt_duration=1296 frames, utt_pad_proportion=0.04506, over 7415.85 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07728, over 2475545.85 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07269, over 21443.92 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:22:51,238 INFO [train.py:927] (3/8) Epoch 17, batch 7200, giga_loss[loss=0.2684, simple_loss=0.344, pruned_loss=0.09637, over 12375.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03085, over 58.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.07524, over 2475203.58 frames. utt_duration=498.6 frames, utt_pad_proportion=0.06985, over 19914.97 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2829, pruned_loss=0.05123, over 2401696.91 frames. utt_duration=1293 frames, utt_pad_proportion=0.0454, over 7439.35 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3126, pruned_loss=0.07774, over 2476183.72 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07208, over 21320.26 utterances.], batch size: 58, lr: 2.36e-04
2022-08-31 11:24:34,721 INFO [train.py:927] (3/8) Epoch 17, batch 7250, giga_loss[loss=0.2332, simple_loss=0.3064, pruned_loss=0.08001, over 12444.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3065, pruned_loss=0.07373, over 2474734.59 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0668, over 19615.17 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.0512, over 2402250.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.0451, over 7440.98 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3088, pruned_loss=0.07593, over 2475665.45 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06894, over 20833.56 utterances.], batch size: 86, lr: 2.36e-04
2022-08-31 11:26:18,255 INFO [train.py:927] (3/8) Epoch 17, batch 7300, giga_loss[loss=0.2495, simple_loss=0.3412, pruned_loss=0.07891, over 12375.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03179, over 62.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3049, pruned_loss=0.07346, over 2474311.40 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06711, over 19581.05 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2833, pruned_loss=0.05135, over 2403670.88 frames. utt_duration=1292 frames, utt_pad_proportion=0.04472, over 7447.97 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3069, pruned_loss=0.0755, over 2475058.36 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06911, over 20768.43 utterances.], batch size: 62, lr: 2.36e-04
2022-08-31 11:28:04,469 INFO [train.py:927] (3/8) Epoch 17, batch 7350, giga_loss[loss=0.2019, simple_loss=0.2942, pruned_loss=0.05483, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03022, over 97.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3027, pruned_loss=0.0702, over 2474104.07 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07052, over 20356.67 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05107, over 2405425.56 frames. utt_duration=1297 frames, utt_pad_proportion=0.04395, over 7425.62 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3053, pruned_loss=0.07273, over 2475319.04 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07237, over 21724.56 utterances.], batch size: 97, lr: 2.36e-04
2022-08-31 11:29:48,782 INFO [train.py:927] (3/8) Epoch 17, batch 7400, giga_loss[loss=0.2172, simple_loss=0.3005, pruned_loss=0.06697, over 12403.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3012, pruned_loss=0.06735, over 2474732.53 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07072, over 21576.20 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2826, pruned_loss=0.051, over 2406096.25 frames. utt_duration=1301 frames, utt_pad_proportion=0.04352, over 7405.31 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3037, pruned_loss=0.06964, over 2476008.77 frames. utt_duration=434.9 frames, utt_pad_proportion=0.0723, over 22848.01 utterances.], batch size: 259, lr: 2.36e-04
2022-08-31 11:31:32,495 INFO [train.py:927] (3/8) Epoch 17, batch 7450, giga_loss[loss=0.1879, simple_loss=0.2949, pruned_loss=0.04047, over 12304.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03567, over 51.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.299, pruned_loss=0.06423, over 2474834.88 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07217, over 21646.67 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2829, pruned_loss=0.05116, over 2407717.55 frames. utt_duration=1287 frames, utt_pad_proportion=0.04776, over 7490.96 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3011, pruned_loss=0.06626, over 2475922.48 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07249, over 22914.74 utterances.], batch size: 51, lr: 2.36e-04
2022-08-31 11:33:14,762 INFO [train.py:927] (3/8) Epoch 17, batch 7500, libri_loss[loss=0.2208, simple_loss=0.3019, pruned_loss=0.0698, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006374, over 31.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2987, pruned_loss=0.06302, over 2475135.74 frames. utt_duration=453.1 frames, utt_pad_proportion=0.0735, over 21922.93 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05129, over 2410322.29 frames. utt_duration=1296 frames, utt_pad_proportion=0.04624, over 7447.73 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3012, pruned_loss=0.06504, over 2476359.62 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07436, over 23565.95 utterances.], batch size: 31, lr: 2.36e-04
2022-08-31 11:34:57,192 INFO [train.py:927] (3/8) Epoch 17, batch 7550, giga_loss[loss=0.2163, simple_loss=0.3093, pruned_loss=0.06169, over 12394.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05899, over 182.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2974, pruned_loss=0.06183, over 2475693.93 frames. utt_duration=459 frames, utt_pad_proportion=0.07063, over 21642.81 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.2828, pruned_loss=0.05134, over 2411573.10 frames. utt_duration=1296 frames, utt_pad_proportion=0.04579, over 7450.75 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2996, pruned_loss=0.06358, over 2476695.05 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07178, over 23198.53 utterances.], batch size: 182, lr: 2.36e-04
2022-08-31 11:36:41,291 INFO [train.py:927] (3/8) Epoch 17, batch 7600, giga_loss[loss=0.2176, simple_loss=0.3037, pruned_loss=0.06581, over 12374.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07488, over 212.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2963, pruned_loss=0.06107, over 2476078.74 frames. utt_duration=427.8 frames, utt_pad_proportion=0.0749, over 23232.20 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.05126, over 2412738.47 frames. utt_duration=1299 frames, utt_pad_proportion=0.04512, over 7439.80 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2983, pruned_loss=0.06271, over 2476960.09 frames. utt_duration=402 frames, utt_pad_proportion=0.07583, over 24734.61 utterances.], batch size: 212, lr: 2.36e-04
2022-08-31 11:38:23,262 INFO [train.py:927] (3/8) Epoch 17, batch 7650, giga_loss[loss=0.2104, simple_loss=0.2948, pruned_loss=0.06298, over 12357.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03201, over 85.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2953, pruned_loss=0.05991, over 2475892.63 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07273, over 23322.01 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2828, pruned_loss=0.0513, over 2414079.13 frames. utt_duration=1301 frames, utt_pad_proportion=0.04426, over 7428.83 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2972, pruned_loss=0.0614, over 2476808.64 frames. utt_duration=399.2 frames, utt_pad_proportion=0.074, over 24905.74 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 11:40:04,170 INFO [train.py:927] (3/8) Epoch 17, batch 7700, libri_loss[loss=0.1867, simple_loss=0.2732, pruned_loss=0.0501, over 12286.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006363, over 32.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2919, pruned_loss=0.05727, over 2475365.10 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06846, over 22779.65 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2824, pruned_loss=0.05117, over 2415651.87 frames. utt_duration=1307 frames, utt_pad_proportion=0.04325, over 7400.35 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05882, over 2476595.50 frames. utt_duration=404.4 frames, utt_pad_proportion=0.07027, over 24584.98 utterances.], batch size: 32, lr: 2.36e-04
2022-08-31 11:41:47,422 INFO [train.py:927] (3/8) Epoch 17, batch 7750, giga_loss[loss=0.1994, simple_loss=0.2905, pruned_loss=0.05418, over 12441.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03424, over 105.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2896, pruned_loss=0.05644, over 2475812.99 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06846, over 23102.64 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2822, pruned_loss=0.05104, over 2416597.75 frames. utt_duration=1309 frames, utt_pad_proportion=0.04257, over 7391.42 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2918, pruned_loss=0.05792, over 2477308.74 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07026, over 24921.08 utterances.], batch size: 105, lr: 2.36e-04
2022-08-31 11:43:34,799 INFO [train.py:927] (3/8) Epoch 17, batch 7800, giga_loss[loss=0.1965, simple_loss=0.2811, pruned_loss=0.05595, over 12392.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07828, over 213.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.29, pruned_loss=0.05647, over 2476113.52 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07448, over 24353.84 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2826, pruned_loss=0.05123, over 2418449.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04652, over 7465.71 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2916, pruned_loss=0.05764, over 2477511.00 frames. utt_duration=379 frames, utt_pad_proportion=0.07471, over 26251.16 utterances.], batch size: 213, lr: 2.36e-04
2022-08-31 11:45:37,329 INFO [train.py:927] (3/8) Epoch 17, batch 7850, giga_loss[loss=0.2215, simple_loss=0.3138, pruned_loss=0.06464, over 12383.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2911, pruned_loss=0.05634, over 2476424.73 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07191, over 24675.55 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.05115, over 2419691.42 frames. utt_duration=1299 frames, utt_pad_proportion=0.04678, over 7459.75 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05747, over 2477699.14 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07237, over 26565.95 utterances.], batch size: 91, lr: 2.36e-04
2022-08-31 11:47:35,115 INFO [train.py:927] (3/8) Epoch 17, batch 7900, giga_loss[loss=0.2322, simple_loss=0.3053, pruned_loss=0.07955, over 12412.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.29, pruned_loss=0.05538, over 2476631.41 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06702, over 24397.50 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2822, pruned_loss=0.05107, over 2420632.81 frames. utt_duration=1301 frames, utt_pad_proportion=0.04587, over 7450.39 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2916, pruned_loss=0.05646, over 2478081.44 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06807, over 26313.68 utterances.], batch size: 259, lr: 2.36e-04
2022-08-31 11:49:47,510 INFO [train.py:927] (3/8) Epoch 17, batch 7950, giga_loss[loss=0.1825, simple_loss=0.2671, pruned_loss=0.04889, over 12479.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02611, over 55.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2879, pruned_loss=0.05371, over 2476457.92 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06918, over 24854.78 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2823, pruned_loss=0.05113, over 2421674.49 frames. utt_duration=1299 frames, utt_pad_proportion=0.04623, over 7464.53 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2893, pruned_loss=0.05458, over 2477661.05 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06989, over 26658.21 utterances.], batch size: 55, lr: 2.36e-04
2022-08-31 11:51:45,549 INFO [train.py:927] (3/8) Epoch 17, batch 8000, giga_loss[loss=0.2055, simple_loss=0.2887, pruned_loss=0.06119, over 12424.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03375, over 75.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2859, pruned_loss=0.05307, over 2476085.71 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0681, over 24218.99 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2822, pruned_loss=0.05108, over 2423488.60 frames. utt_duration=1300 frames, utt_pad_proportion=0.04543, over 7467.67 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2873, pruned_loss=0.05392, over 2477900.22 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06927, over 26479.35 utterances.], batch size: 75, lr: 2.36e-04
2022-08-31 11:53:40,140 INFO [train.py:927] (3/8) Epoch 17, batch 8050, giga_loss[loss=0.1988, simple_loss=0.2846, pruned_loss=0.05652, over 12399.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09746, over 256.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2865, pruned_loss=0.05257, over 2476647.95 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06933, over 25170.82 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2828, pruned_loss=0.0512, over 2424438.31 frames. utt_duration=1300 frames, utt_pad_proportion=0.04474, over 7467.26 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2871, pruned_loss=0.05317, over 2478196.49 frames. utt_duration=364.6 frames, utt_pad_proportion=0.07041, over 27281.63 utterances.], batch size: 256, lr: 2.36e-04
2022-08-31 11:55:56,868 INFO [train.py:927] (3/8) Epoch 17, batch 8100, giga_loss[loss=0.1842, simple_loss=0.2742, pruned_loss=0.04709, over 12396.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02592, over 85.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.286, pruned_loss=0.05208, over 2476472.92 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06986, over 24838.69 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05135, over 2426405.79 frames. utt_duration=1292 frames, utt_pad_proportion=0.04545, over 7519.56 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2862, pruned_loss=0.05251, over 2477828.45 frames. utt_duration=366.7 frames, utt_pad_proportion=0.07084, over 27125.89 utterances.], batch size: 85, lr: 2.36e-04
2022-08-31 11:57:55,396 INFO [train.py:927] (3/8) Epoch 17, batch 8150, giga_loss[loss=0.1925, simple_loss=0.2952, pruned_loss=0.04491, over 12462.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02879, over 80.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2866, pruned_loss=0.05264, over 2477112.74 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06905, over 24431.51 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2829, pruned_loss=0.05121, over 2428495.12 frames. utt_duration=1301 frames, utt_pad_proportion=0.04403, over 7476.02 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2873, pruned_loss=0.05315, over 2478354.89 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07052, over 27022.99 utterances.], batch size: 80, lr: 2.36e-04
2022-08-31 11:59:55,782 INFO [train.py:927] (3/8) Epoch 17, batch 8200, libri_loss[loss=0.2006, simple_loss=0.2947, pruned_loss=0.0532, over 12381.00 frames. utt_duration=953.7 frames, utt_pad_proportion=0.07674, over 52.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2894, pruned_loss=0.05236, over 2477743.00 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06808, over 23883.48 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2831, pruned_loss=0.05132, over 2431050.77 frames. utt_duration=1292 frames, utt_pad_proportion=0.04712, over 7536.98 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2901, pruned_loss=0.05273, over 2478615.76 frames. utt_duration=372.3 frames, utt_pad_proportion=0.06895, over 26718.15 utterances.], batch size: 52, lr: 2.36e-04
2022-08-31 12:02:02,465 INFO [train.py:927] (3/8) Epoch 17, batch 8250, giga_loss[loss=0.1814, simple_loss=0.2844, pruned_loss=0.03923, over 12350.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0422, over 113.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.289, pruned_loss=0.05095, over 2477446.61 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06766, over 23404.33 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.2829, pruned_loss=0.05125, over 2432662.98 frames. utt_duration=1298 frames, utt_pad_proportion=0.04573, over 7506.25 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2899, pruned_loss=0.05133, over 2478346.73 frames. utt_duration=378 frames, utt_pad_proportion=0.069, over 26310.24 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 12:04:07,610 INFO [train.py:927] (3/8) Epoch 17, batch 8300, giga_loss[loss=0.2075, simple_loss=0.2911, pruned_loss=0.06195, over 12334.00 frames. utt_duration=625.6 frames, utt_pad_proportion=0.02557, over 79.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2884, pruned_loss=0.05092, over 2477507.08 frames. utt_duration=429.1 frames, utt_pad_proportion=0.06635, over 23159.14 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2828, pruned_loss=0.05121, over 2433719.60 frames. utt_duration=1300 frames, utt_pad_proportion=0.04454, over 7494.77 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2894, pruned_loss=0.05125, over 2478679.28 frames. utt_duration=382.5 frames, utt_pad_proportion=0.0681, over 26004.06 utterances.], batch size: 79, lr: 2.35e-04
2022-08-31 12:06:34,440 INFO [train.py:927] (3/8) Epoch 17, batch 8350, giga_loss[loss=0.1903, simple_loss=0.2754, pruned_loss=0.05262, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04724, over 147.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2894, pruned_loss=0.05248, over 2476782.16 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06522, over 23259.90 utterances.], libri_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05125, over 2434401.27 frames. utt_duration=1300 frames, utt_pad_proportion=0.04399, over 7501.85 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2901, pruned_loss=0.05271, over 2477868.57 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06698, over 25784.12 utterances.], batch size: 147, lr: 2.35e-04
2022-08-31 12:08:43,631 INFO [train.py:927] (3/8) Epoch 17, batch 8400, giga_loss[loss=0.176, simple_loss=0.2654, pruned_loss=0.04334, over 12416.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04444, over 34.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2866, pruned_loss=0.05151, over 2476970.77 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06833, over 23416.75 utterances.], libri_tot_loss[loss=0.1929, simple_loss=0.2833, pruned_loss=0.05129, over 2435518.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.043, over 7497.84 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2871, pruned_loss=0.05169, over 2477975.25 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06988, over 25867.54 utterances.], batch size: 34, lr: 2.35e-04
2022-08-31 12:10:46,030 INFO [train.py:927] (3/8) Epoch 17, batch 8450, giga_loss[loss=0.1886, simple_loss=0.2774, pruned_loss=0.04989, over 12438.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05612, over 182.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2858, pruned_loss=0.05144, over 2477011.81 frames. utt_duration=406.5 frames, utt_pad_proportion=0.07373, over 24445.72 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2837, pruned_loss=0.05144, over 2436335.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.04621, over 7577.22 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2859, pruned_loss=0.05146, over 2478370.95 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07407, over 26889.94 utterances.], batch size: 182, lr: 2.35e-04
2022-08-31 12:12:49,234 INFO [train.py:927] (3/8) Epoch 17, batch 8500, giga_loss[loss=0.1794, simple_loss=0.2686, pruned_loss=0.04509, over 12363.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.287, pruned_loss=0.05245, over 2477442.82 frames. utt_duration=409 frames, utt_pad_proportion=0.07071, over 24296.65 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2836, pruned_loss=0.05134, over 2436743.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.0457, over 7569.65 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2872, pruned_loss=0.05255, over 2478697.22 frames. utt_duration=375.8 frames, utt_pad_proportion=0.07145, over 26468.96 utterances.], batch size: 97, lr: 2.35e-04
2022-08-31 12:14:53,296 INFO [train.py:927] (3/8) Epoch 17, batch 8550, giga_loss[loss=0.1665, simple_loss=0.2513, pruned_loss=0.04081, over 12379.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2857, pruned_loss=0.05237, over 2477675.62 frames. utt_duration=406.1 frames, utt_pad_proportion=0.07242, over 24473.62 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.283, pruned_loss=0.05112, over 2437868.01 frames. utt_duration=1295 frames, utt_pad_proportion=0.0446, over 7536.39 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2865, pruned_loss=0.05268, over 2478939.59 frames. utt_duration=371.3 frames, utt_pad_proportion=0.07334, over 26788.07 utterances.], batch size: 358, lr: 2.35e-04
2022-08-31 12:17:04,233 INFO [train.py:927] (3/8) Epoch 17, batch 8600, giga_loss[loss=0.1761, simple_loss=0.256, pruned_loss=0.04805, over 12379.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1819, over 359.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.287, pruned_loss=0.05258, over 2477082.43 frames. utt_duration=416.1 frames, utt_pad_proportion=0.0705, over 23881.07 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2829, pruned_loss=0.05114, over 2438607.74 frames. utt_duration=1298 frames, utt_pad_proportion=0.04383, over 7524.89 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2878, pruned_loss=0.05287, over 2478679.93 frames. utt_duration=378.4 frames, utt_pad_proportion=0.07183, over 26284.97 utterances.], batch size: 359, lr: 2.35e-04
2022-08-31 12:19:22,177 INFO [train.py:927] (3/8) Epoch 17, batch 8650, giga_loss[loss=0.188, simple_loss=0.2653, pruned_loss=0.05538, over 12255.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02984, over 42.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2856, pruned_loss=0.05207, over 2476939.49 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0678, over 23650.15 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05107, over 2439165.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.04373, over 7527.13 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2864, pruned_loss=0.05238, over 2478216.58 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06922, over 25768.00 utterances.], batch size: 42, lr: 2.35e-04
2022-08-31 12:21:24,249 INFO [train.py:927] (3/8) Epoch 17, batch 8700, libri_loss[loss=0.193, simple_loss=0.2831, pruned_loss=0.05151, over 12456.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009275, over 39.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2819, pruned_loss=0.05113, over 2476914.79 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07069, over 23924.05 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2824, pruned_loss=0.05093, over 2439998.47 frames. utt_duration=1300 frames, utt_pad_proportion=0.04343, over 7515.63 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2828, pruned_loss=0.05152, over 2478541.80 frames. utt_duration=378.7 frames, utt_pad_proportion=0.07197, over 26261.76 utterances.], batch size: 39, lr: 2.35e-04
2022-08-31 12:23:17,856 INFO [train.py:927] (3/8) Epoch 17, batch 8750, giga_loss[loss=0.1978, simple_loss=0.2862, pruned_loss=0.05469, over 12447.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02978, over 80.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2825, pruned_loss=0.05141, over 2477506.32 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06904, over 24524.85 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2824, pruned_loss=0.05089, over 2440702.47 frames. utt_duration=1302 frames, utt_pad_proportion=0.0427, over 7508.77 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2833, pruned_loss=0.05176, over 2478994.33 frames. utt_duration=371.7 frames, utt_pad_proportion=0.07052, over 26766.76 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 12:25:20,443 INFO [train.py:927] (3/8) Epoch 17, batch 8800, giga_loss[loss=0.1783, simple_loss=0.2742, pruned_loss=0.0412, over 12399.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03455, over 122.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2814, pruned_loss=0.05047, over 2477771.10 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07122, over 24688.30 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2822, pruned_loss=0.05079, over 2441736.80 frames. utt_duration=1293 frames, utt_pad_proportion=0.04643, over 7563.17 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.05086, over 2479030.24 frames. utt_duration=369.7 frames, utt_pad_proportion=0.07165, over 26911.17 utterances.], batch size: 122, lr: 2.35e-04
2022-08-31 12:27:35,493 INFO [train.py:927] (3/8) Epoch 17, batch 8850, giga_loss[loss=0.2045, simple_loss=0.2976, pruned_loss=0.0557, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05173, over 161.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2801, pruned_loss=0.04984, over 2478238.80 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06777, over 24522.76 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05078, over 2442188.41 frames. utt_duration=1293 frames, utt_pad_proportion=0.0461, over 7565.51 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.05016, over 2479154.01 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06851, over 26412.51 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 12:29:44,695 INFO [train.py:927] (3/8) Epoch 17, batch 8900, giga_loss[loss=0.2052, simple_loss=0.2927, pruned_loss=0.05888, over 12455.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2807, pruned_loss=0.0501, over 2478858.80 frames. utt_duration=402.5 frames, utt_pad_proportion=0.06772, over 24705.15 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2823, pruned_loss=0.0508, over 2442255.46 frames. utt_duration=1294 frames, utt_pad_proportion=0.04594, over 7559.68 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2811, pruned_loss=0.05032, over 2479680.31 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06838, over 26267.48 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 12:31:43,439 INFO [train.py:927] (3/8) Epoch 17, batch 8950, giga_loss[loss=0.2188, simple_loss=0.307, pruned_loss=0.06531, over 12437.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03756, over 133.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2796, pruned_loss=0.04916, over 2479351.35 frames. utt_duration=393 frames, utt_pad_proportion=0.06961, over 25312.36 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2829, pruned_loss=0.051, over 2442684.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.05002, over 7639.70 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2794, pruned_loss=0.04914, over 2479935.93 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06913, over 26633.18 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 12:33:41,169 INFO [train.py:927] (3/8) Epoch 17, batch 9000, giga_loss[loss=0.2157, simple_loss=0.3061, pruned_loss=0.06264, over 12469.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03233, over 105.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2819, pruned_loss=0.04935, over 2479057.86 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06993, over 25496.58 utterances.], libri_tot_loss[loss=0.193, simple_loss=0.2835, pruned_loss=0.05128, over 2443315.51 frames. utt_duration=1270 frames, utt_pad_proportion=0.0535, over 7706.16 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2813, pruned_loss=0.04908, over 2479762.36 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06891, over 26868.85 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 12:33:41,170 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 12:33:55,667 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1742, simple_loss=0.2856, pruned_loss=0.03138, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 12:35:59,050 INFO [train.py:927] (3/8) Epoch 17, batch 9050, giga_loss[loss=0.1967, simple_loss=0.2923, pruned_loss=0.05055, over 12387.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04195, over 133.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2821, pruned_loss=0.04939, over 2477892.35 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06841, over 25203.00 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05102, over 2443801.58 frames. utt_duration=1277 frames, utt_pad_proportion=0.05218, over 7661.21 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.282, pruned_loss=0.04934, over 2479120.89 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06813, over 26907.98 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 12:37:56,939 INFO [train.py:927] (3/8) Epoch 17, batch 9100, giga_loss[loss=0.168, simple_loss=0.2618, pruned_loss=0.03708, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02873, over 42.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.281, pruned_loss=0.04896, over 2477336.55 frames. utt_duration=399.1 frames, utt_pad_proportion=0.07048, over 24906.78 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.2827, pruned_loss=0.05105, over 2444859.00 frames. utt_duration=1272 frames, utt_pad_proportion=0.0547, over 7696.36 utterances.], giga_tot_loss[loss=0.1893, simple_loss=0.281, pruned_loss=0.04879, over 2478876.39 frames. utt_duration=367.8 frames, utt_pad_proportion=0.06958, over 27046.33 utterances.], batch size: 42, lr: 2.35e-04
2022-08-31 12:39:53,564 INFO [train.py:927] (3/8) Epoch 17, batch 9150, giga_loss[loss=0.1883, simple_loss=0.2796, pruned_loss=0.04847, over 12387.00 frames. utt_duration=275 frames, utt_pad_proportion=0.05483, over 181.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2804, pruned_loss=0.0491, over 2477386.52 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06871, over 24883.64 utterances.], libri_tot_loss[loss=0.1927, simple_loss=0.283, pruned_loss=0.05117, over 2445472.51 frames. utt_duration=1261 frames, utt_pad_proportion=0.05801, over 7769.08 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2801, pruned_loss=0.04882, over 2478636.19 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0673, over 26832.97 utterances.], batch size: 181, lr: 2.35e-04
2022-08-31 12:42:00,687 INFO [train.py:927] (3/8) Epoch 17, batch 9200, giga_loss[loss=0.1771, simple_loss=0.2642, pruned_loss=0.04499, over 12387.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03101, over 62.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04951, over 2477137.08 frames. utt_duration=397.8 frames, utt_pad_proportion=0.06962, over 24985.97 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2828, pruned_loss=0.05108, over 2445720.32 frames. utt_duration=1260 frames, utt_pad_proportion=0.05785, over 7775.41 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2814, pruned_loss=0.04933, over 2478469.11 frames. utt_duration=370.6 frames, utt_pad_proportion=0.06856, over 26836.88 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 12:43:52,858 INFO [train.py:927] (3/8) Epoch 17, batch 9250, giga_loss[loss=0.2326, simple_loss=0.3215, pruned_loss=0.07186, over 12448.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03531, over 105.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2827, pruned_loss=0.05014, over 2476935.93 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06498, over 23534.38 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05074, over 2446339.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.05647, over 7719.98 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2834, pruned_loss=0.05026, over 2478432.89 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06485, over 25590.72 utterances.], batch size: 105, lr: 2.35e-04
2022-08-31 12:45:51,076 INFO [train.py:927] (3/8) Epoch 17, batch 9300, giga_loss[loss=0.1892, simple_loss=0.2873, pruned_loss=0.04556, over 12426.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2844, pruned_loss=0.05054, over 2476934.93 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06634, over 23684.71 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.0506, over 2446937.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05565, over 7691.23 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2851, pruned_loss=0.05075, over 2478278.43 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06639, over 25680.72 utterances.], batch size: 161, lr: 2.35e-04
2022-08-31 12:48:07,466 INFO [train.py:927] (3/8) Epoch 17, batch 9350, giga_loss[loss=0.1978, simple_loss=0.2824, pruned_loss=0.05663, over 12411.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03548, over 113.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2833, pruned_loss=0.05002, over 2477027.97 frames. utt_duration=422.2 frames, utt_pad_proportion=0.0672, over 23534.82 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05065, over 2447211.34 frames. utt_duration=1259 frames, utt_pad_proportion=0.06006, over 7787.10 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2837, pruned_loss=0.05015, over 2478537.12 frames. utt_duration=391.5 frames, utt_pad_proportion=0.06619, over 25401.85 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 12:50:05,025 INFO [train.py:927] (3/8) Epoch 17, batch 9400, giga_loss[loss=0.2283, simple_loss=0.3011, pruned_loss=0.07778, over 12389.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1018, over 257.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2837, pruned_loss=0.05079, over 2477643.38 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06629, over 24502.33 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.0506, over 2447483.57 frames. utt_duration=1260 frames, utt_pad_proportion=0.05962, over 7778.23 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.284, pruned_loss=0.05094, over 2478853.80 frames. utt_duration=380.9 frames, utt_pad_proportion=0.0657, over 26115.43 utterances.], batch size: 257, lr: 2.35e-04
2022-08-31 12:52:11,584 INFO [train.py:927] (3/8) Epoch 17, batch 9450, giga_loss[loss=0.2063, simple_loss=0.3032, pruned_loss=0.05472, over 12346.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.02896, over 91.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2822, pruned_loss=0.05068, over 2477449.37 frames. utt_duration=400.3 frames, utt_pad_proportion=0.06904, over 24829.01 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.282, pruned_loss=0.05057, over 2447522.25 frames. utt_duration=1262 frames, utt_pad_proportion=0.05897, over 7769.67 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2825, pruned_loss=0.05081, over 2478745.31 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06863, over 26331.44 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 12:54:10,922 INFO [train.py:927] (3/8) Epoch 17, batch 9500, giga_loss[loss=0.1923, simple_loss=0.3044, pruned_loss=0.04014, over 12369.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03241, over 62.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2816, pruned_loss=0.04957, over 2476797.20 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06955, over 24281.04 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05048, over 2447864.26 frames. utt_duration=1262 frames, utt_pad_proportion=0.05867, over 7768.22 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.282, pruned_loss=0.04975, over 2478059.97 frames. utt_duration=385.8 frames, utt_pad_proportion=0.06935, over 25776.02 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 12:55:59,282 INFO [train.py:927] (3/8) Epoch 17, batch 9550, giga_loss[loss=0.1944, simple_loss=0.2901, pruned_loss=0.0494, over 12440.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04135, over 146.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2832, pruned_loss=0.04938, over 2476731.26 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06778, over 23578.83 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.282, pruned_loss=0.05066, over 2448660.35 frames. utt_duration=1261 frames, utt_pad_proportion=0.05806, over 7775.01 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2834, pruned_loss=0.04932, over 2477659.16 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06798, over 25148.51 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 12:58:06,407 INFO [train.py:927] (3/8) Epoch 17, batch 9600, giga_loss[loss=0.2122, simple_loss=0.301, pruned_loss=0.06166, over 12416.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2837, pruned_loss=0.04946, over 2477100.09 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06771, over 24376.34 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2821, pruned_loss=0.05067, over 2448774.32 frames. utt_duration=1263 frames, utt_pad_proportion=0.05719, over 7762.60 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2838, pruned_loss=0.04938, over 2478237.87 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06815, over 25914.56 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:00:17,886 INFO [train.py:927] (3/8) Epoch 17, batch 9650, giga_loss[loss=0.1805, simple_loss=0.2825, pruned_loss=0.0393, over 12371.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04683, over 146.00 utterances.], tot_loss[loss=0.1909, simple_loss=0.2835, pruned_loss=0.04913, over 2476912.42 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06819, over 25331.57 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2821, pruned_loss=0.05073, over 2448958.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.06046, over 7805.48 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2836, pruned_loss=0.049, over 2478402.51 frames. utt_duration=368.7 frames, utt_pad_proportion=0.0678, over 26972.39 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:02:33,081 INFO [train.py:927] (3/8) Epoch 17, batch 9700, giga_loss[loss=0.1912, simple_loss=0.2761, pruned_loss=0.05312, over 12390.00 frames. utt_duration=140.4 frames, utt_pad_proportion=0.1742, over 356.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2856, pruned_loss=0.05013, over 2476931.96 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06895, over 25460.10 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2824, pruned_loss=0.0508, over 2449495.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05949, over 7802.19 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2855, pruned_loss=0.04993, over 2478279.19 frames. utt_duration=366.1 frames, utt_pad_proportion=0.0689, over 27168.14 utterances.], batch size: 356, lr: 2.35e-04
2022-08-31 13:04:47,350 INFO [train.py:927] (3/8) Epoch 17, batch 9750, giga_loss[loss=0.1812, simple_loss=0.271, pruned_loss=0.04576, over 12464.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.03299, over 98.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2867, pruned_loss=0.05015, over 2477074.88 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06697, over 24811.71 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2827, pruned_loss=0.05062, over 2449894.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05876, over 7807.76 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2865, pruned_loss=0.05013, over 2478660.38 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06736, over 26727.83 utterances.], batch size: 98, lr: 2.35e-04
2022-08-31 13:06:56,164 INFO [train.py:927] (3/8) Epoch 17, batch 9800, giga_loss[loss=0.1934, simple_loss=0.2895, pruned_loss=0.04863, over 12403.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06973, over 211.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2856, pruned_loss=0.05002, over 2477146.53 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06888, over 24583.58 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2831, pruned_loss=0.05097, over 2450731.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06624, over 7950.25 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2852, pruned_loss=0.0497, over 2478552.23 frames. utt_duration=374.9 frames, utt_pad_proportion=0.06723, over 26527.27 utterances.], batch size: 211, lr: 2.35e-04
2022-08-31 13:09:01,956 INFO [train.py:927] (3/8) Epoch 17, batch 9850, giga_loss[loss=0.2257, simple_loss=0.3077, pruned_loss=0.07188, over 12416.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03534, over 113.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.2852, pruned_loss=0.04963, over 2477309.64 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06694, over 24565.02 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05093, over 2450893.54 frames. utt_duration=1237 frames, utt_pad_proportion=0.06574, over 7936.78 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.285, pruned_loss=0.0494, over 2478514.72 frames. utt_duration=378.6 frames, utt_pad_proportion=0.0659, over 26265.74 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 13:10:54,068 INFO [train.py:927] (3/8) Epoch 17, batch 9900, giga_loss[loss=0.195, simple_loss=0.2887, pruned_loss=0.05065, over 12378.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07582, over 212.00 utterances.], tot_loss[loss=0.1934, simple_loss=0.2868, pruned_loss=0.04999, over 2477810.24 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06598, over 24812.76 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.0509, over 2450951.08 frames. utt_duration=1237 frames, utt_pad_proportion=0.06547, over 7933.10 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2864, pruned_loss=0.04984, over 2478826.75 frames. utt_duration=379.2 frames, utt_pad_proportion=0.0653, over 26228.07 utterances.], batch size: 212, lr: 2.35e-04
2022-08-31 13:12:51,054 INFO [train.py:927] (3/8) Epoch 17, batch 9950, giga_loss[loss=0.2041, simple_loss=0.2788, pruned_loss=0.06473, over 12372.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.0984, over 256.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2848, pruned_loss=0.0499, over 2476749.36 frames. utt_duration=411 frames, utt_pad_proportion=0.06402, over 24172.35 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2833, pruned_loss=0.05083, over 2451055.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.06495, over 7925.77 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2845, pruned_loss=0.04983, over 2477694.81 frames. utt_duration=390.7 frames, utt_pad_proportion=0.0637, over 25442.01 utterances.], batch size: 256, lr: 2.35e-04
2022-08-31 13:14:29,878 INFO [train.py:927] (3/8) Epoch 17, batch 10000, giga_loss[loss=0.2362, simple_loss=0.3243, pruned_loss=0.07402, over 12369.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06136, over 182.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.288, pruned_loss=0.05177, over 2476134.32 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06565, over 23391.06 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2831, pruned_loss=0.05077, over 2451348.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.06447, over 7911.54 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.288, pruned_loss=0.05177, over 2476840.22 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06546, over 24548.42 utterances.], batch size: 182, lr: 2.35e-04
2022-08-31 13:16:11,786 INFO [train.py:927] (3/8) Epoch 17, batch 10050, giga_loss[loss=0.1814, simple_loss=0.2788, pruned_loss=0.04201, over 12385.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.0362, over 80.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2916, pruned_loss=0.05374, over 2475352.46 frames. utt_duration=446.7 frames, utt_pad_proportion=0.06618, over 22226.72 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05069, over 2452112.03 frames. utt_duration=1245 frames, utt_pad_proportion=0.06309, over 7885.92 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.292, pruned_loss=0.05388, over 2475995.08 frames. utt_duration=420 frames, utt_pad_proportion=0.06643, over 23649.11 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:17:53,468 INFO [train.py:927] (3/8) Epoch 17, batch 10100, giga_loss[loss=0.1633, simple_loss=0.2589, pruned_loss=0.03384, over 12364.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03124, over 58.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2865, pruned_loss=0.05215, over 2475166.14 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06521, over 21501.54 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.05061, over 2452436.57 frames. utt_duration=1241 frames, utt_pad_proportion=0.06376, over 7915.35 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2872, pruned_loss=0.05238, over 2475803.57 frames. utt_duration=434.3 frames, utt_pad_proportion=0.06527, over 22869.49 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 13:19:34,074 INFO [train.py:927] (3/8) Epoch 17, batch 10150, libri_loss[loss=0.2067, simple_loss=0.2963, pruned_loss=0.05851, over 12285.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007065, over 37.00 utterances.], tot_loss[loss=0.19, simple_loss=0.2799, pruned_loss=0.05003, over 2475523.04 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06521, over 20569.52 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2827, pruned_loss=0.05066, over 2453078.26 frames. utt_duration=1243 frames, utt_pad_proportion=0.06255, over 7905.84 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2803, pruned_loss=0.05017, over 2476066.90 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06571, over 22037.71 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:21:16,814 INFO [train.py:927] (3/8) Epoch 17, batch 10200, giga_loss[loss=0.1701, simple_loss=0.2598, pruned_loss=0.04014, over 12400.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02483, over 66.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2726, pruned_loss=0.04763, over 2475408.16 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07172, over 21197.83 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2827, pruned_loss=0.05055, over 2453497.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06254, over 7912.63 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2728, pruned_loss=0.0478, over 2475858.51 frames. utt_duration=440 frames, utt_pad_proportion=0.07177, over 22580.05 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:23:03,920 INFO [train.py:927] (3/8) Epoch 17, batch 10250, giga_loss[loss=0.1555, simple_loss=0.2463, pruned_loss=0.03233, over 12324.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02797, over 74.00 utterances.], tot_loss[loss=0.18, simple_loss=0.2678, pruned_loss=0.04615, over 2475059.30 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07153, over 20837.68 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2828, pruned_loss=0.05054, over 2453591.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.06144, over 7895.11 utterances.], giga_tot_loss[loss=0.18, simple_loss=0.2675, pruned_loss=0.0462, over 2475826.73 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07199, over 22256.01 utterances.], batch size: 74, lr: 2.35e-04
2022-08-31 13:24:47,054 INFO [train.py:927] (3/8) Epoch 17, batch 10300, giga_loss[loss=0.1565, simple_loss=0.2429, pruned_loss=0.03503, over 12452.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.0314, over 75.00 utterances.], tot_loss[loss=0.1773, simple_loss=0.2642, pruned_loss=0.04522, over 2474810.59 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07424, over 20648.56 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2827, pruned_loss=0.05045, over 2454351.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.0598, over 7861.99 utterances.], giga_tot_loss[loss=0.177, simple_loss=0.2636, pruned_loss=0.04518, over 2475502.73 frames. utt_duration=445.7 frames, utt_pad_proportion=0.0751, over 22284.84 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:26:30,896 INFO [train.py:927] (3/8) Epoch 17, batch 10350, giga_loss[loss=0.1592, simple_loss=0.2479, pruned_loss=0.03524, over 12395.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03523, over 80.00 utterances.], tot_loss[loss=0.1744, simple_loss=0.2607, pruned_loss=0.04411, over 2475370.60 frames. utt_duration=502.9 frames, utt_pad_proportion=0.0685, over 19746.96 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2823, pruned_loss=0.05043, over 2455079.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.05827, over 7839.92 utterances.], giga_tot_loss[loss=0.1737, simple_loss=0.2597, pruned_loss=0.04388, over 2475973.79 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07029, over 21536.66 utterances.], batch size: 80, lr: 2.35e-04
2022-08-31 13:28:12,673 INFO [train.py:927] (3/8) Epoch 17, batch 10400, giga_loss[loss=0.1543, simple_loss=0.2365, pruned_loss=0.03606, over 12370.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02764, over 91.00 utterances.], tot_loss[loss=0.1711, simple_loss=0.2568, pruned_loss=0.04271, over 2474970.76 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06581, over 19196.62 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.282, pruned_loss=0.05025, over 2455423.68 frames. utt_duration=1249 frames, utt_pad_proportion=0.05812, over 7870.75 utterances.], giga_tot_loss[loss=0.1703, simple_loss=0.2556, pruned_loss=0.04248, over 2475759.36 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06766, over 20966.13 utterances.], batch size: 91, lr: 2.35e-04
2022-08-31 13:29:55,175 INFO [train.py:927] (3/8) Epoch 17, batch 10450, giga_loss[loss=0.1392, simple_loss=0.226, pruned_loss=0.02619, over 12377.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03024, over 62.00 utterances.], tot_loss[loss=0.1672, simple_loss=0.2521, pruned_loss=0.04118, over 2474068.63 frames. utt_duration=534.6 frames, utt_pad_proportion=0.0639, over 18562.58 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2811, pruned_loss=0.04995, over 2455797.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.05683, over 7828.06 utterances.], giga_tot_loss[loss=0.1666, simple_loss=0.2512, pruned_loss=0.04102, over 2474969.19 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06609, over 20358.37 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 13:31:38,322 INFO [train.py:927] (3/8) Epoch 17, batch 10500, giga_loss[loss=0.2812, simple_loss=0.3552, pruned_loss=0.1036, over 12365.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.109, over 259.00 utterances.], tot_loss[loss=0.1738, simple_loss=0.2583, pruned_loss=0.04464, over 2474487.86 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06922, over 19496.59 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2815, pruned_loss=0.05018, over 2456294.65 frames. utt_duration=1252 frames, utt_pad_proportion=0.05626, over 7854.24 utterances.], giga_tot_loss[loss=0.1723, simple_loss=0.2564, pruned_loss=0.04409, over 2475254.42 frames. utt_duration=468 frames, utt_pad_proportion=0.07082, over 21220.43 utterances.], batch size: 259, lr: 2.35e-04
2022-08-31 13:33:23,123 INFO [train.py:927] (3/8) Epoch 17, batch 10550, giga_loss[loss=0.1965, simple_loss=0.2964, pruned_loss=0.04829, over 12385.00 frames. utt_duration=972.9 frames, utt_pad_proportion=0.03095, over 51.00 utterances.], tot_loss[loss=0.1843, simple_loss=0.2697, pruned_loss=0.04944, over 2474086.43 frames. utt_duration=514.3 frames, utt_pad_proportion=0.0664, over 19297.78 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2816, pruned_loss=0.05025, over 2456635.69 frames. utt_duration=1252 frames, utt_pad_proportion=0.05591, over 7857.71 utterances.], giga_tot_loss[loss=0.1829, simple_loss=0.268, pruned_loss=0.04893, over 2474536.57 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06804, over 20759.03 utterances.], batch size: 51, lr: 2.35e-04
2022-08-31 13:35:08,098 INFO [train.py:927] (3/8) Epoch 17, batch 10600, giga_loss[loss=0.2191, simple_loss=0.3209, pruned_loss=0.05861, over 12409.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04326, over 146.00 utterances.], tot_loss[loss=0.1899, simple_loss=0.2768, pruned_loss=0.05145, over 2474105.88 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06345, over 19527.27 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2821, pruned_loss=0.05042, over 2456654.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05535, over 7856.90 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2749, pruned_loss=0.05091, over 2474687.83 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06516, over 20843.79 utterances.], batch size: 146, lr: 2.35e-04
2022-08-31 13:36:53,661 INFO [train.py:927] (3/8) Epoch 17, batch 10650, giga_loss[loss=0.187, simple_loss=0.2803, pruned_loss=0.04686, over 12436.00 frames. utt_duration=579.9 frames, utt_pad_proportion=0.03349, over 86.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2809, pruned_loss=0.05268, over 2474099.02 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06965, over 20448.11 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2826, pruned_loss=0.05056, over 2456792.43 frames. utt_duration=1251 frames, utt_pad_proportion=0.05528, over 7866.93 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2789, pruned_loss=0.05215, over 2474750.41 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07078, over 21714.47 utterances.], batch size: 86, lr: 2.35e-04
2022-08-31 13:38:39,974 INFO [train.py:927] (3/8) Epoch 17, batch 10700, giga_loss[loss=0.2028, simple_loss=0.2963, pruned_loss=0.05462, over 12357.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03331, over 104.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2845, pruned_loss=0.05477, over 2473921.12 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06477, over 19601.05 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05049, over 2457085.35 frames. utt_duration=1253 frames, utt_pad_proportion=0.05463, over 7850.82 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2832, pruned_loss=0.05447, over 2474484.18 frames. utt_duration=476.2 frames, utt_pad_proportion=0.06626, over 20848.92 utterances.], batch size: 104, lr: 2.35e-04
2022-08-31 13:40:24,435 INFO [train.py:927] (3/8) Epoch 17, batch 10750, giga_loss[loss=0.2181, simple_loss=0.3085, pruned_loss=0.06385, over 12379.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03873, over 145.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2887, pruned_loss=0.05612, over 2474131.80 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06386, over 19003.88 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.282, pruned_loss=0.05034, over 2457189.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05351, over 7819.76 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.288, pruned_loss=0.05614, over 2474924.77 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06562, over 20330.87 utterances.], batch size: 145, lr: 2.35e-04
2022-08-31 13:42:06,616 INFO [train.py:927] (3/8) Epoch 17, batch 10800, giga_loss[loss=0.2077, simple_loss=0.3062, pruned_loss=0.05457, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.0359, over 113.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2912, pruned_loss=0.05643, over 2474074.54 frames. utt_duration=537.3 frames, utt_pad_proportion=0.0619, over 18470.22 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2816, pruned_loss=0.0502, over 2457490.93 frames. utt_duration=1263 frames, utt_pad_proportion=0.05253, over 7790.62 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2911, pruned_loss=0.05671, over 2474803.80 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06389, over 19801.76 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 13:43:51,880 INFO [train.py:927] (3/8) Epoch 17, batch 10850, giga_loss[loss=0.215, simple_loss=0.2855, pruned_loss=0.07228, over 12357.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2031, over 369.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2913, pruned_loss=0.0557, over 2473765.25 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06099, over 17985.74 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2814, pruned_loss=0.05015, over 2457502.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.05173, over 7773.24 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2918, pruned_loss=0.05613, over 2474810.38 frames. utt_duration=513 frames, utt_pad_proportion=0.06302, over 19354.83 utterances.], batch size: 369, lr: 2.35e-04
2022-08-31 13:45:36,528 INFO [train.py:927] (3/8) Epoch 17, batch 10900, giga_loss[loss=0.1954, simple_loss=0.2867, pruned_loss=0.05207, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02544, over 45.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2927, pruned_loss=0.0562, over 2473582.19 frames. utt_duration=560.7 frames, utt_pad_proportion=0.05961, over 17694.50 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2814, pruned_loss=0.05018, over 2457657.87 frames. utt_duration=1267 frames, utt_pad_proportion=0.05154, over 7766.37 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2931, pruned_loss=0.05654, over 2474341.00 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06139, over 18811.78 utterances.], batch size: 45, lr: 2.35e-04
2022-08-31 13:47:22,539 INFO [train.py:927] (3/8) Epoch 17, batch 10950, giga_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06168, over 12351.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02981, over 70.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.0591, over 2472800.17 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06296, over 17895.11 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2815, pruned_loss=0.05024, over 2458087.31 frames. utt_duration=1257 frames, utt_pad_proportion=0.0548, over 7828.67 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2954, pruned_loss=0.05951, over 2473427.74 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06297, over 18994.00 utterances.], batch size: 70, lr: 2.35e-04
2022-08-31 13:49:08,706 INFO [train.py:927] (3/8) Epoch 17, batch 11000, giga_loss[loss=0.1826, simple_loss=0.2836, pruned_loss=0.04078, over 12331.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02987, over 66.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2947, pruned_loss=0.06004, over 2473504.27 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06227, over 17990.77 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2816, pruned_loss=0.05017, over 2458223.57 frames. utt_duration=1259 frames, utt_pad_proportion=0.05449, over 7816.38 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2951, pruned_loss=0.06052, over 2474029.32 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06245, over 18957.85 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 13:50:53,036 INFO [train.py:927] (3/8) Epoch 17, batch 11050, giga_loss[loss=0.1979, simple_loss=0.2875, pruned_loss=0.05417, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03296, over 37.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2935, pruned_loss=0.05945, over 2472910.78 frames. utt_duration=579 frames, utt_pad_proportion=0.05858, over 17129.54 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2819, pruned_loss=0.05028, over 2458351.38 frames. utt_duration=1265 frames, utt_pad_proportion=0.05287, over 7780.46 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2941, pruned_loss=0.06008, over 2473754.14 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05965, over 18293.84 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 13:52:32,928 INFO [train.py:927] (3/8) Epoch 17, batch 11100, giga_loss[loss=0.2056, simple_loss=0.2874, pruned_loss=0.06189, over 12412.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2916, pruned_loss=0.05836, over 2473609.30 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06116, over 16977.39 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05029, over 2458822.14 frames. utt_duration=1260 frames, utt_pad_proportion=0.05288, over 7812.21 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2921, pruned_loss=0.05907, over 2474260.87 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06188, over 18114.90 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 13:54:16,097 INFO [train.py:927] (3/8) Epoch 17, batch 11150, giga_loss[loss=0.1844, simple_loss=0.268, pruned_loss=0.05044, over 12271.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.02726, over 54.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2876, pruned_loss=0.05658, over 2472748.83 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06336, over 16934.16 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05046, over 2458836.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.05916, over 7928.79 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2879, pruned_loss=0.05724, over 2473752.62 frames. utt_duration=550.1 frames, utt_pad_proportion=0.0616, over 18036.39 utterances.], batch size: 54, lr: 2.35e-04
2022-08-31 13:55:57,911 INFO [train.py:927] (3/8) Epoch 17, batch 11200, giga_loss[loss=0.1859, simple_loss=0.2741, pruned_loss=0.04882, over 12424.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03835, over 133.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2843, pruned_loss=0.05556, over 2472792.54 frames. utt_duration=553.7 frames, utt_pad_proportion=0.07032, over 17913.61 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05047, over 2458671.73 frames. utt_duration=1248 frames, utt_pad_proportion=0.05811, over 7891.93 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2846, pruned_loss=0.05621, over 2474042.13 frames. utt_duration=521.3 frames, utt_pad_proportion=0.0691, over 19037.75 utterances.], batch size: 133, lr: 2.35e-04
2022-08-31 13:57:41,496 INFO [train.py:927] (3/8) Epoch 17, batch 11250, giga_loss[loss=0.1808, simple_loss=0.2718, pruned_loss=0.04488, over 12391.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03573, over 75.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2848, pruned_loss=0.05553, over 2472650.11 frames. utt_duration=546.3 frames, utt_pad_proportion=0.07077, over 18154.52 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.2833, pruned_loss=0.05065, over 2459304.93 frames. utt_duration=1233 frames, utt_pad_proportion=0.06143, over 7986.38 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2845, pruned_loss=0.05613, over 2473763.50 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06888, over 19474.33 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 13:59:24,461 INFO [train.py:927] (3/8) Epoch 17, batch 11300, giga_loss[loss=0.1752, simple_loss=0.2674, pruned_loss=0.04152, over 12416.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03984, over 123.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2821, pruned_loss=0.05502, over 2472629.88 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06688, over 17559.32 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.283, pruned_loss=0.05056, over 2459461.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06081, over 7958.74 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.282, pruned_loss=0.05564, over 2473549.73 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06584, over 18767.75 utterances.], batch size: 123, lr: 2.35e-04
2022-08-31 14:01:08,799 INFO [train.py:927] (3/8) Epoch 17, batch 11350, giga_loss[loss=0.1607, simple_loss=0.2474, pruned_loss=0.03702, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03422, over 75.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2796, pruned_loss=0.05443, over 2472412.15 frames. utt_duration=554.5 frames, utt_pad_proportion=0.0672, over 17884.89 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2834, pruned_loss=0.05052, over 2459471.15 frames. utt_duration=1238 frames, utt_pad_proportion=0.06057, over 7954.95 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2792, pruned_loss=0.05497, over 2473182.61 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06649, over 18879.44 utterances.], batch size: 75, lr: 2.35e-04
2022-08-31 14:02:50,339 INFO [train.py:927] (3/8) Epoch 17, batch 11400, giga_loss[loss=0.1745, simple_loss=0.2586, pruned_loss=0.04515, over 12339.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.0305, over 66.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2769, pruned_loss=0.05372, over 2471931.50 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06258, over 16760.27 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2832, pruned_loss=0.05043, over 2459782.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.0591, over 7923.10 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2765, pruned_loss=0.05434, over 2472639.40 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06286, over 17876.30 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 14:04:33,715 INFO [train.py:927] (3/8) Epoch 17, batch 11450, giga_loss[loss=0.1755, simple_loss=0.2553, pruned_loss=0.04786, over 12283.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02671, over 54.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2732, pruned_loss=0.05258, over 2472591.22 frames. utt_duration=614.5 frames, utt_pad_proportion=0.05834, over 16133.14 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2829, pruned_loss=0.05041, over 2460264.73 frames. utt_duration=1249 frames, utt_pad_proportion=0.05829, over 7889.88 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2731, pruned_loss=0.05313, over 2472943.58 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05916, over 17209.50 utterances.], batch size: 54, lr: 2.35e-04
2022-08-31 14:06:15,863 INFO [train.py:927] (3/8) Epoch 17, batch 11500, giga_loss[loss=0.1571, simple_loss=0.2429, pruned_loss=0.03569, over 12332.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03017, over 66.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2713, pruned_loss=0.05172, over 2473461.43 frames. utt_duration=613.6 frames, utt_pad_proportion=0.06048, over 16163.04 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.283, pruned_loss=0.05048, over 2460756.67 frames. utt_duration=1250 frames, utt_pad_proportion=0.05729, over 7885.50 utterances.], giga_tot_loss[loss=0.1875, simple_loss=0.2708, pruned_loss=0.05215, over 2473641.34 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06153, over 17270.33 utterances.], batch size: 66, lr: 2.35e-04
2022-08-31 14:08:02,429 INFO [train.py:927] (3/8) Epoch 17, batch 11550, giga_loss[loss=0.1758, simple_loss=0.2623, pruned_loss=0.04464, over 12407.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02898, over 62.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2723, pruned_loss=0.0526, over 2472878.13 frames. utt_duration=598.1 frames, utt_pad_proportion=0.06308, over 16579.13 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2831, pruned_loss=0.05061, over 2460882.67 frames. utt_duration=1251 frames, utt_pad_proportion=0.0566, over 7880.25 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2717, pruned_loss=0.05284, over 2473066.43 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06404, over 17567.84 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 14:09:48,139 INFO [train.py:927] (3/8) Epoch 17, batch 11600, giga_loss[loss=0.2375, simple_loss=0.3173, pruned_loss=0.0788, over 12447.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.03506, over 98.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2765, pruned_loss=0.05499, over 2472700.15 frames. utt_duration=594 frames, utt_pad_proportion=0.06291, over 16692.68 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05045, over 2461067.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05562, over 7840.63 utterances.], giga_tot_loss[loss=0.1935, simple_loss=0.2762, pruned_loss=0.05539, over 2472956.86 frames. utt_duration=560 frames, utt_pad_proportion=0.0641, over 17710.29 utterances.], batch size: 98, lr: 2.35e-04
2022-08-31 14:11:32,641 INFO [train.py:927] (3/8) Epoch 17, batch 11650, giga_loss[loss=0.2398, simple_loss=0.324, pruned_loss=0.07781, over 12368.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2816, pruned_loss=0.05732, over 2471954.46 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06985, over 17294.37 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.05052, over 2461004.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05477, over 7836.58 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2813, pruned_loss=0.05779, over 2472612.87 frames. utt_duration=537.7 frames, utt_pad_proportion=0.0709, over 18447.25 utterances.], batch size: 58, lr: 2.35e-04
2022-08-31 14:13:16,894 INFO [train.py:927] (3/8) Epoch 17, batch 11700, giga_loss[loss=0.2258, simple_loss=0.3148, pruned_loss=0.06839, over 12388.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03056, over 62.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2861, pruned_loss=0.05825, over 2471993.15 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06407, over 16875.72 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2824, pruned_loss=0.05049, over 2460931.95 frames. utt_duration=1262 frames, utt_pad_proportion=0.05358, over 7807.64 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2861, pruned_loss=0.05887, over 2472924.12 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06586, over 18084.70 utterances.], batch size: 62, lr: 2.35e-04
2022-08-31 14:15:02,943 INFO [train.py:927] (3/8) Epoch 17, batch 11750, giga_loss[loss=0.187, simple_loss=0.2826, pruned_loss=0.04574, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2903, pruned_loss=0.05959, over 2471242.65 frames. utt_duration=540.4 frames, utt_pad_proportion=0.07168, over 18342.40 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.2825, pruned_loss=0.05053, over 2461109.29 frames. utt_duration=1262 frames, utt_pad_proportion=0.05337, over 7808.60 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2902, pruned_loss=0.06008, over 2471852.67 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07273, over 19337.13 utterances.], batch size: 113, lr: 2.35e-04
2022-08-31 14:16:44,952 INFO [train.py:927] (3/8) Epoch 17, batch 11800, giga_loss[loss=0.193, simple_loss=0.2834, pruned_loss=0.05128, over 12448.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03724, over 123.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2892, pruned_loss=0.05782, over 2471584.30 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06855, over 18047.87 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.0506, over 2461287.62 frames. utt_duration=1266 frames, utt_pad_proportion=0.05256, over 7786.60 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2892, pruned_loss=0.0583, over 2472084.88 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06993, over 19043.62 utterances.], batch size: 123, lr: 2.35e-04
2022-08-31 14:18:31,927 INFO [train.py:927] (3/8) Epoch 17, batch 11850, giga_loss[loss=0.1813, simple_loss=0.2693, pruned_loss=0.04667, over 12214.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.0356, over 28.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2913, pruned_loss=0.05849, over 2471558.76 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06599, over 18346.53 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2826, pruned_loss=0.0506, over 2461287.62 frames. utt_duration=1266 frames, utt_pad_proportion=0.05256, over 7786.60 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2913, pruned_loss=0.05886, over 2471948.36 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06716, over 19121.54 utterances.], batch size: 28, lr: 2.35e-04
2022-08-31 14:20:18,149 INFO [train.py:927] (3/8) Epoch 17, batch 11900, giga_loss[loss=0.2134, simple_loss=0.2904, pruned_loss=0.06822, over 12352.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04242, over 37.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2925, pruned_loss=0.0591, over 2472208.62 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06798, over 18434.79 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2824, pruned_loss=0.05048, over 2461654.03 frames. utt_duration=1267 frames, utt_pad_proportion=0.05186, over 7778.85 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2927, pruned_loss=0.05963, over 2472380.25 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06917, over 19231.86 utterances.], batch size: 37, lr: 2.35e-04
2022-08-31 14:22:02,710 INFO [train.py:927] (3/8) Epoch 17, batch 11950, giga_loss[loss=0.233, simple_loss=0.3183, pruned_loss=0.07391, over 12344.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.03148, over 85.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2941, pruned_loss=0.06048, over 2471910.50 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06917, over 18082.95 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2829, pruned_loss=0.05061, over 2461454.62 frames. utt_duration=1264 frames, utt_pad_proportion=0.05205, over 7798.07 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2939, pruned_loss=0.06091, over 2472382.11 frames. utt_duration=526.4 frames, utt_pad_proportion=0.07016, over 18839.96 utterances.], batch size: 85, lr: 2.34e-04
2022-08-31 14:23:49,475 INFO [train.py:927] (3/8) Epoch 17, batch 12000, giga_loss[loss=0.2415, simple_loss=0.3372, pruned_loss=0.07284, over 12264.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02961, over 45.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2956, pruned_loss=0.06093, over 2472071.05 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06882, over 17913.75 utterances.], libri_tot_loss[loss=0.1922, simple_loss=0.2832, pruned_loss=0.05064, over 2461780.42 frames. utt_duration=1267 frames, utt_pad_proportion=0.05117, over 7782.10 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2956, pruned_loss=0.06149, over 2472394.65 frames. utt_duration=528.2 frames, utt_pad_proportion=0.07014, over 18775.78 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 14:23:49,476 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 14:24:05,603 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1816, simple_loss=0.2961, pruned_loss=0.03354, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 14:25:48,946 INFO [train.py:927] (3/8) Epoch 17, batch 12050, giga_loss[loss=0.2155, simple_loss=0.3037, pruned_loss=0.06368, over 12456.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03687, over 123.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2963, pruned_loss=0.06122, over 2471046.87 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06653, over 16987.02 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2829, pruned_loss=0.05058, over 2462126.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.04996, over 7764.22 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2971, pruned_loss=0.06215, over 2471370.18 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06852, over 18097.54 utterances.], batch size: 123, lr: 2.34e-04
2022-08-31 14:27:31,122 INFO [train.py:927] (3/8) Epoch 17, batch 12100, giga_loss[loss=0.2246, simple_loss=0.31, pruned_loss=0.06958, over 12385.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.03254, over 104.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2958, pruned_loss=0.06163, over 2471608.21 frames. utt_duration=605.9 frames, utt_pad_proportion=0.06323, over 16357.71 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2826, pruned_loss=0.05069, over 2462122.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05252, over 7792.34 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2972, pruned_loss=0.06275, over 2472252.30 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06437, over 17598.41 utterances.], batch size: 104, lr: 2.34e-04
2022-08-31 14:29:15,994 INFO [train.py:927] (3/8) Epoch 17, batch 12150, giga_loss[loss=0.1839, simple_loss=0.2674, pruned_loss=0.05022, over 12361.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.045, over 26.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2952, pruned_loss=0.06187, over 2470678.25 frames. utt_duration=614.4 frames, utt_pad_proportion=0.0624, over 16122.99 utterances.], libri_tot_loss[loss=0.1921, simple_loss=0.2827, pruned_loss=0.05068, over 2462167.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.05172, over 7789.82 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2966, pruned_loss=0.06307, over 2471404.08 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06383, over 17346.01 utterances.], batch size: 26, lr: 2.34e-04
2022-08-31 14:30:56,195 INFO [train.py:927] (3/8) Epoch 17, batch 12200, libri_loss[loss=0.2133, simple_loss=0.3037, pruned_loss=0.06143, over 12280.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.06542, over 51.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2949, pruned_loss=0.06188, over 2470852.27 frames. utt_duration=637.7 frames, utt_pad_proportion=0.05794, over 15535.03 utterances.], libri_tot_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05092, over 2462209.03 frames. utt_duration=1262 frames, utt_pad_proportion=0.05161, over 7813.69 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2961, pruned_loss=0.06298, over 2471674.39 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0596, over 16749.39 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 14:32:42,582 INFO [train.py:927] (3/8) Epoch 17, batch 12250, giga_loss[loss=0.1968, simple_loss=0.2865, pruned_loss=0.05362, over 12474.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02991, over 75.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06204, over 2471503.81 frames. utt_duration=639.3 frames, utt_pad_proportion=0.05781, over 15498.91 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.283, pruned_loss=0.05103, over 2462485.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05066, over 7790.64 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2967, pruned_loss=0.06307, over 2472096.29 frames. utt_duration=595 frames, utt_pad_proportion=0.05962, over 16661.45 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 14:34:24,695 INFO [train.py:927] (3/8) Epoch 17, batch 12300, giga_loss[loss=0.2209, simple_loss=0.3053, pruned_loss=0.06821, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04367, over 31.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.294, pruned_loss=0.06141, over 2471327.28 frames. utt_duration=626 frames, utt_pad_proportion=0.06387, over 15829.03 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2829, pruned_loss=0.05103, over 2462455.62 frames. utt_duration=1269 frames, utt_pad_proportion=0.04993, over 7772.04 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2953, pruned_loss=0.06242, over 2471975.78 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06531, over 16906.85 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 14:36:10,547 INFO [train.py:927] (3/8) Epoch 17, batch 12350, giga_loss[loss=0.1864, simple_loss=0.2688, pruned_loss=0.05197, over 12341.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.03042, over 66.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.292, pruned_loss=0.06071, over 2471499.66 frames. utt_duration=607.3 frames, utt_pad_proportion=0.06855, over 16319.22 utterances.], libri_tot_loss[loss=0.1926, simple_loss=0.2831, pruned_loss=0.05108, over 2462088.97 frames. utt_duration=1271 frames, utt_pad_proportion=0.04957, over 7758.35 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.293, pruned_loss=0.06155, over 2472438.93 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06963, over 17256.44 utterances.], batch size: 66, lr: 2.34e-04
2022-08-31 14:37:51,967 INFO [train.py:927] (3/8) Epoch 17, batch 12400, giga_loss[loss=0.182, simple_loss=0.2675, pruned_loss=0.04829, over 12414.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03958, over 105.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2916, pruned_loss=0.06125, over 2471079.45 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06848, over 16366.87 utterances.], libri_tot_loss[loss=0.1938, simple_loss=0.2839, pruned_loss=0.05181, over 2462137.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05283, over 7832.73 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2918, pruned_loss=0.06157, over 2472095.96 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06826, over 17330.53 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 14:39:34,007 INFO [train.py:927] (3/8) Epoch 17, batch 12450, giga_loss[loss=0.1804, simple_loss=0.2644, pruned_loss=0.04819, over 12360.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03472, over 104.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2882, pruned_loss=0.05935, over 2471070.34 frames. utt_duration=629.1 frames, utt_pad_proportion=0.06243, over 15748.06 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2839, pruned_loss=0.05176, over 2462235.17 frames. utt_duration=1259 frames, utt_pad_proportion=0.0526, over 7835.12 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2885, pruned_loss=0.05976, over 2471899.67 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06274, over 16612.33 utterances.], batch size: 104, lr: 2.34e-04
2022-08-31 14:41:15,010 INFO [train.py:927] (3/8) Epoch 17, batch 12500, giga_loss[loss=0.1839, simple_loss=0.2607, pruned_loss=0.05352, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.03846, over 34.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2842, pruned_loss=0.05738, over 2470780.91 frames. utt_duration=624.5 frames, utt_pad_proportion=0.06068, over 15864.96 utterances.], libri_tot_loss[loss=0.1935, simple_loss=0.2837, pruned_loss=0.0517, over 2462311.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.05243, over 7825.94 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2846, pruned_loss=0.05777, over 2471402.49 frames. utt_duration=597.5 frames, utt_pad_proportion=0.06109, over 16585.89 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 14:43:00,899 INFO [train.py:927] (3/8) Epoch 17, batch 12550, giga_loss[loss=0.1934, simple_loss=0.2923, pruned_loss=0.04723, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04038, over 113.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2846, pruned_loss=0.05772, over 2471528.40 frames. utt_duration=586.7 frames, utt_pad_proportion=0.06437, over 16892.77 utterances.], libri_tot_loss[loss=0.194, simple_loss=0.284, pruned_loss=0.05196, over 2462263.01 frames. utt_duration=1249 frames, utt_pad_proportion=0.0564, over 7893.79 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2847, pruned_loss=0.05789, over 2472177.35 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06315, over 17513.03 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 14:44:42,877 INFO [train.py:927] (3/8) Epoch 17, batch 12600, libri_loss[loss=0.1912, simple_loss=0.2914, pruned_loss=0.04547, over 12337.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02731, over 43.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2859, pruned_loss=0.05751, over 2472108.44 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06394, over 17453.68 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2842, pruned_loss=0.05208, over 2462782.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.05596, over 7906.12 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2858, pruned_loss=0.05769, over 2472394.46 frames. utt_duration=544.3 frames, utt_pad_proportion=0.0633, over 18218.92 utterances.], batch size: 43, lr: 2.34e-04
2022-08-31 14:46:22,963 INFO [train.py:927] (3/8) Epoch 17, batch 12650, libri_loss[loss=0.236, simple_loss=0.3265, pruned_loss=0.07277, over 12375.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.05888, over 51.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2868, pruned_loss=0.05729, over 2472434.99 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06333, over 17983.13 utterances.], libri_tot_loss[loss=0.1947, simple_loss=0.2845, pruned_loss=0.05242, over 2462727.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.0547, over 7896.73 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2865, pruned_loss=0.05729, over 2473000.29 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06343, over 18909.34 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 14:48:07,167 INFO [train.py:927] (3/8) Epoch 17, batch 12700, libri_loss[loss=0.2226, simple_loss=0.3117, pruned_loss=0.06671, over 12406.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03796, over 46.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2857, pruned_loss=0.05624, over 2472815.58 frames. utt_duration=546.1 frames, utt_pad_proportion=0.06459, over 18163.56 utterances.], libri_tot_loss[loss=0.1949, simple_loss=0.2846, pruned_loss=0.05256, over 2463167.03 frames. utt_duration=1250 frames, utt_pad_proportion=0.054, over 7890.91 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2854, pruned_loss=0.05619, over 2473055.44 frames. utt_duration=520 frames, utt_pad_proportion=0.06491, over 19077.71 utterances.], batch size: 46, lr: 2.34e-04
2022-08-31 14:49:47,812 INFO [train.py:927] (3/8) Epoch 17, batch 12750, giga_loss[loss=0.1822, simple_loss=0.2582, pruned_loss=0.05315, over 12458.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04019, over 34.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.285, pruned_loss=0.05595, over 2472628.46 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06365, over 17797.01 utterances.], libri_tot_loss[loss=0.1954, simple_loss=0.285, pruned_loss=0.0529, over 2463324.14 frames. utt_duration=1250 frames, utt_pad_proportion=0.05338, over 7889.16 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2845, pruned_loss=0.0557, over 2472971.63 frames. utt_duration=526.6 frames, utt_pad_proportion=0.0643, over 18839.42 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 14:51:27,830 INFO [train.py:927] (3/8) Epoch 17, batch 12800, giga_loss[loss=0.2685, simple_loss=0.3456, pruned_loss=0.09564, over 12363.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04114, over 113.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2871, pruned_loss=0.05654, over 2472620.62 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06118, over 17467.89 utterances.], libri_tot_loss[loss=0.1959, simple_loss=0.2852, pruned_loss=0.05328, over 2463702.25 frames. utt_duration=1237 frames, utt_pad_proportion=0.05802, over 7974.36 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2864, pruned_loss=0.05607, over 2472761.12 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06023, over 18446.49 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 14:53:08,757 INFO [train.py:927] (3/8) Epoch 17, batch 12850, giga_loss[loss=0.1809, simple_loss=0.2779, pruned_loss=0.04197, over 12362.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2888, pruned_loss=0.05692, over 2473229.04 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05672, over 16993.78 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2856, pruned_loss=0.05353, over 2463692.87 frames. utt_duration=1240 frames, utt_pad_proportion=0.05715, over 7956.02 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.288, pruned_loss=0.0564, over 2473515.56 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05652, over 17957.75 utterances.], batch size: 58, lr: 2.34e-04
2022-08-31 14:54:51,020 INFO [train.py:927] (3/8) Epoch 17, batch 12900, giga_loss[loss=0.1815, simple_loss=0.2801, pruned_loss=0.04144, over 12344.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02416, over 45.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2901, pruned_loss=0.05729, over 2473198.37 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05377, over 17034.90 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2856, pruned_loss=0.05357, over 2463525.41 frames. utt_duration=1241 frames, utt_pad_proportion=0.05692, over 7951.24 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2895, pruned_loss=0.05686, over 2473612.78 frames. utt_duration=556.4 frames, utt_pad_proportion=0.05382, over 17831.81 utterances.], batch size: 45, lr: 2.34e-04
2022-08-31 14:56:30,582 INFO [train.py:927] (3/8) Epoch 17, batch 12950, giga_loss[loss=0.1855, simple_loss=0.273, pruned_loss=0.04895, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2896, pruned_loss=0.05758, over 2473067.03 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05539, over 17351.49 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2857, pruned_loss=0.05378, over 2463205.61 frames. utt_duration=1243 frames, utt_pad_proportion=0.05625, over 7935.05 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2891, pruned_loss=0.05711, over 2473776.08 frames. utt_duration=548 frames, utt_pad_proportion=0.05559, over 18107.22 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 14:58:11,436 INFO [train.py:927] (3/8) Epoch 17, batch 13000, giga_loss[loss=0.166, simple_loss=0.2502, pruned_loss=0.04091, over 12454.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0381, over 40.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2869, pruned_loss=0.05646, over 2473855.00 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05271, over 16802.54 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2859, pruned_loss=0.05397, over 2463519.83 frames. utt_duration=1247 frames, utt_pad_proportion=0.05541, over 7912.52 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2864, pruned_loss=0.05601, over 2474312.50 frames. utt_duration=564.2 frames, utt_pad_proportion=0.0533, over 17588.97 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 14:59:52,170 INFO [train.py:927] (3/8) Epoch 17, batch 13050, giga_loss[loss=0.2002, simple_loss=0.2874, pruned_loss=0.05649, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04029, over 113.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2878, pruned_loss=0.05586, over 2474658.11 frames. utt_duration=554 frames, utt_pad_proportion=0.05669, over 17916.06 utterances.], libri_tot_loss[loss=0.1969, simple_loss=0.2859, pruned_loss=0.05399, over 2463451.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.05519, over 7906.96 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2873, pruned_loss=0.0555, over 2475115.38 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05706, over 18573.82 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:01:32,810 INFO [train.py:927] (3/8) Epoch 17, batch 13100, giga_loss[loss=0.2215, simple_loss=0.3023, pruned_loss=0.07034, over 12412.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03219, over 80.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2872, pruned_loss=0.05653, over 2474699.49 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0626, over 18216.11 utterances.], libri_tot_loss[loss=0.1978, simple_loss=0.2865, pruned_loss=0.05456, over 2463748.43 frames. utt_duration=1237 frames, utt_pad_proportion=0.05884, over 7978.59 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2864, pruned_loss=0.0558, over 2474955.85 frames. utt_duration=528 frames, utt_pad_proportion=0.06147, over 18803.64 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 15:03:14,681 INFO [train.py:927] (3/8) Epoch 17, batch 13150, giga_loss[loss=0.1806, simple_loss=0.266, pruned_loss=0.04756, over 12366.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.286, pruned_loss=0.05673, over 2474606.86 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06287, over 18473.46 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2868, pruned_loss=0.05468, over 2463937.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.05866, over 7999.05 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2851, pruned_loss=0.05607, over 2474924.13 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06208, over 19189.50 utterances.], batch size: 91, lr: 2.34e-04
2022-08-31 15:04:56,093 INFO [train.py:927] (3/8) Epoch 17, batch 13200, giga_loss[loss=0.1822, simple_loss=0.2749, pruned_loss=0.04477, over 12369.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03879, over 113.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05617, over 2474270.59 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06058, over 18361.51 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.2865, pruned_loss=0.05464, over 2463604.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.05782, over 7970.31 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2839, pruned_loss=0.05573, over 2475008.28 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06038, over 19143.67 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 15:06:35,503 INFO [train.py:927] (3/8) Epoch 17, batch 13250, libri_loss[loss=0.2242, simple_loss=0.3118, pruned_loss=0.06826, over 12440.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01045, over 39.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2817, pruned_loss=0.05563, over 2474489.37 frames. utt_duration=560 frames, utt_pad_proportion=0.05732, over 17721.04 utterances.], libri_tot_loss[loss=0.1981, simple_loss=0.2864, pruned_loss=0.05493, over 2464311.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.05576, over 7928.71 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2813, pruned_loss=0.05508, over 2474910.52 frames. utt_duration=526.7 frames, utt_pad_proportion=0.05812, over 18849.40 utterances.], batch size: 39, lr: 2.34e-04
2022-08-31 15:08:16,083 INFO [train.py:927] (3/8) Epoch 17, batch 13300, giga_loss[loss=0.1932, simple_loss=0.2783, pruned_loss=0.05404, over 12446.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2791, pruned_loss=0.05464, over 2474107.37 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05605, over 17458.60 utterances.], libri_tot_loss[loss=0.1979, simple_loss=0.286, pruned_loss=0.05494, over 2464008.39 frames. utt_duration=1253 frames, utt_pad_proportion=0.05473, over 7878.48 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2789, pruned_loss=0.05419, over 2474971.08 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05716, over 18669.14 utterances.], batch size: 55, lr: 2.34e-04
2022-08-31 15:09:56,411 INFO [train.py:927] (3/8) Epoch 17, batch 13350, giga_loss[loss=0.1627, simple_loss=0.2597, pruned_loss=0.03282, over 12293.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.03051, over 28.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2807, pruned_loss=0.05491, over 2474926.51 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05802, over 17890.63 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2864, pruned_loss=0.0551, over 2464286.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.05411, over 7868.38 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2801, pruned_loss=0.05439, over 2475496.11 frames. utt_duration=522.6 frames, utt_pad_proportion=0.05904, over 19002.01 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 15:11:37,002 INFO [train.py:927] (3/8) Epoch 17, batch 13400, giga_loss[loss=0.2152, simple_loss=0.2963, pruned_loss=0.06709, over 12248.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02962, over 39.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2831, pruned_loss=0.05569, over 2474280.05 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05457, over 17099.40 utterances.], libri_tot_loss[loss=0.1984, simple_loss=0.2864, pruned_loss=0.05515, over 2464258.73 frames. utt_duration=1258 frames, utt_pad_proportion=0.05332, over 7844.23 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2826, pruned_loss=0.05525, over 2474925.70 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05592, over 18172.60 utterances.], batch size: 39, lr: 2.34e-04
2022-08-31 15:13:16,917 INFO [train.py:927] (3/8) Epoch 17, batch 13450, giga_loss[loss=0.215, simple_loss=0.2988, pruned_loss=0.06559, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02977, over 70.00 utterances.], tot_loss[loss=0.199, simple_loss=0.285, pruned_loss=0.05653, over 2474203.81 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05214, over 16498.76 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2866, pruned_loss=0.05561, over 2464602.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05195, over 7828.57 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2842, pruned_loss=0.05578, over 2474749.06 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05395, over 17709.74 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 15:15:02,537 INFO [train.py:927] (3/8) Epoch 17, batch 13500, giga_loss[loss=0.2186, simple_loss=0.3121, pruned_loss=0.0626, over 12364.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03247, over 104.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2904, pruned_loss=0.06006, over 2473564.58 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05576, over 16823.07 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2867, pruned_loss=0.05577, over 2464635.90 frames. utt_duration=1260 frames, utt_pad_proportion=0.052, over 7834.88 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2898, pruned_loss=0.05936, over 2474148.17 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05699, over 17936.21 utterances.], batch size: 104, lr: 2.34e-04
2022-08-31 15:16:47,926 INFO [train.py:927] (3/8) Epoch 17, batch 13550, giga_loss[loss=0.3003, simple_loss=0.3591, pruned_loss=0.1208, over 12415.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06163, over 183.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.297, pruned_loss=0.06411, over 2474019.13 frames. utt_duration=570 frames, utt_pad_proportion=0.05331, over 17406.40 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2866, pruned_loss=0.05589, over 2464653.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05122, over 7817.38 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.06358, over 2474625.20 frames. utt_duration=537 frames, utt_pad_proportion=0.05471, over 18485.58 utterances.], batch size: 183, lr: 2.34e-04
2022-08-31 15:18:33,437 INFO [train.py:927] (3/8) Epoch 17, batch 13600, libri_loss[loss=0.193, simple_loss=0.2736, pruned_loss=0.05616, over 12273.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007232, over 32.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3029, pruned_loss=0.06826, over 2473744.92 frames. utt_duration=556.1 frames, utt_pad_proportion=0.05471, over 17841.21 utterances.], libri_tot_loss[loss=0.1992, simple_loss=0.2865, pruned_loss=0.05597, over 2464617.77 frames. utt_duration=1265 frames, utt_pad_proportion=0.05037, over 7804.01 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06813, over 2474610.17 frames. utt_duration=520.1 frames, utt_pad_proportion=0.05609, over 19087.58 utterances.], batch size: 32, lr: 2.34e-04
2022-08-31 15:20:20,727 INFO [train.py:927] (3/8) Epoch 17, batch 13650, giga_loss[loss=0.2412, simple_loss=0.3228, pruned_loss=0.07977, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3061, pruned_loss=0.07101, over 2474646.62 frames. utt_duration=540.1 frames, utt_pad_proportion=0.0612, over 18377.73 utterances.], libri_tot_loss[loss=0.1991, simple_loss=0.2863, pruned_loss=0.05595, over 2464850.62 frames. utt_duration=1270 frames, utt_pad_proportion=0.04927, over 7775.35 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3071, pruned_loss=0.07132, over 2475386.82 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06242, over 19697.03 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 15:22:08,598 INFO [train.py:927] (3/8) Epoch 17, batch 13700, giga_loss[loss=0.211, simple_loss=0.2872, pruned_loss=0.06736, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02451, over 48.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3109, pruned_loss=0.07588, over 2475513.21 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07868, over 20061.00 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2875, pruned_loss=0.05697, over 2465498.18 frames. utt_duration=1244 frames, utt_pad_proportion=0.05662, over 7935.17 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3115, pruned_loss=0.07583, over 2475901.17 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07653, over 21396.38 utterances.], batch size: 48, lr: 2.34e-04
2022-08-31 15:23:58,431 INFO [train.py:927] (3/8) Epoch 17, batch 13750, giga_loss[loss=0.2104, simple_loss=0.3005, pruned_loss=0.06015, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04509, over 31.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3165, pruned_loss=0.08028, over 2475593.50 frames. utt_duration=474.9 frames, utt_pad_proportion=0.08056, over 20914.02 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2872, pruned_loss=0.05687, over 2465435.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.056, over 7916.21 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3175, pruned_loss=0.08062, over 2476088.64 frames. utt_duration=448.5 frames, utt_pad_proportion=0.0791, over 22153.43 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 15:25:44,971 INFO [train.py:927] (3/8) Epoch 17, batch 13800, giga_loss[loss=0.2694, simple_loss=0.3453, pruned_loss=0.09679, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04451, over 146.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3171, pruned_loss=0.08129, over 2474785.07 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07604, over 21251.82 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2874, pruned_loss=0.05703, over 2464948.15 frames. utt_duration=1251 frames, utt_pad_proportion=0.05541, over 7892.60 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3181, pruned_loss=0.08171, over 2475711.24 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07539, over 22413.81 utterances.], batch size: 146, lr: 2.34e-04
2022-08-31 15:27:30,172 INFO [train.py:927] (3/8) Epoch 17, batch 13850, giga_loss[loss=0.2452, simple_loss=0.3316, pruned_loss=0.07939, over 12447.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03545, over 105.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3185, pruned_loss=0.08195, over 2474847.89 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08293, over 22340.26 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2879, pruned_loss=0.05741, over 2465370.26 frames. utt_duration=1235 frames, utt_pad_proportion=0.05939, over 7997.03 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3198, pruned_loss=0.08271, over 2475520.65 frames. utt_duration=420.9 frames, utt_pad_proportion=0.08129, over 23607.33 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 15:29:14,581 INFO [train.py:927] (3/8) Epoch 17, batch 13900, giga_loss[loss=0.1974, simple_loss=0.2919, pruned_loss=0.0514, over 12463.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03063, over 75.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3183, pruned_loss=0.08137, over 2475534.67 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07986, over 22541.73 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2878, pruned_loss=0.05742, over 2465558.44 frames. utt_duration=1238 frames, utt_pad_proportion=0.05849, over 7975.22 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.32, pruned_loss=0.08239, over 2476062.81 frames. utt_duration=417.2 frames, utt_pad_proportion=0.0791, over 23821.54 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 15:31:02,838 INFO [train.py:927] (3/8) Epoch 17, batch 13950, giga_loss[loss=0.244, simple_loss=0.3253, pruned_loss=0.08131, over 12407.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04033, over 133.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3167, pruned_loss=0.07914, over 2475696.71 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07754, over 22622.27 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2876, pruned_loss=0.05744, over 2465857.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.0617, over 8021.13 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3188, pruned_loss=0.08045, over 2476091.55 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07613, over 23928.82 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 15:32:49,638 INFO [train.py:927] (3/8) Epoch 17, batch 14000, libri_loss[loss=0.2411, simple_loss=0.3125, pruned_loss=0.08484, over 12403.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005826, over 34.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.314, pruned_loss=0.07707, over 2474952.15 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07628, over 21866.51 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2883, pruned_loss=0.05791, over 2466042.17 frames. utt_duration=1229 frames, utt_pad_proportion=0.06154, over 8033.40 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3156, pruned_loss=0.07804, over 2475252.72 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07536, over 23152.85 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 15:34:33,857 INFO [train.py:927] (3/8) Epoch 17, batch 14050, giga_loss[loss=0.2602, simple_loss=0.329, pruned_loss=0.09574, over 12409.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06279, over 183.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3124, pruned_loss=0.07599, over 2474822.65 frames. utt_duration=463.5 frames, utt_pad_proportion=0.07495, over 21425.70 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2882, pruned_loss=0.05794, over 2466152.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.06041, over 8010.76 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3142, pruned_loss=0.07714, over 2475161.44 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07472, over 22764.12 utterances.], batch size: 183, lr: 2.34e-04
2022-08-31 15:36:28,188 INFO [train.py:927] (3/8) Epoch 17, batch 14100, giga_loss[loss=0.2332, simple_loss=0.3303, pruned_loss=0.0681, over 12430.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.0427, over 31.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3118, pruned_loss=0.07518, over 2474359.49 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07544, over 20962.59 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2887, pruned_loss=0.05828, over 2465868.61 frames. utt_duration=1237 frames, utt_pad_proportion=0.05973, over 7984.81 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3132, pruned_loss=0.0761, over 2475047.23 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07556, over 22298.23 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 15:38:13,780 INFO [train.py:927] (3/8) Epoch 17, batch 14150, giga_loss[loss=0.2357, simple_loss=0.314, pruned_loss=0.07871, over 12379.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03314, over 122.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3132, pruned_loss=0.07359, over 2474739.48 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07208, over 20650.68 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.289, pruned_loss=0.05841, over 2466003.34 frames. utt_duration=1224 frames, utt_pad_proportion=0.06387, over 8070.93 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3143, pruned_loss=0.07433, over 2475241.48 frames. utt_duration=457 frames, utt_pad_proportion=0.0711, over 21733.73 utterances.], batch size: 122, lr: 2.34e-04
2022-08-31 15:40:00,173 INFO [train.py:927] (3/8) Epoch 17, batch 14200, giga_loss[loss=0.2253, simple_loss=0.3099, pruned_loss=0.07039, over 12273.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02887, over 42.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3115, pruned_loss=0.07266, over 2474380.83 frames. utt_duration=497 frames, utt_pad_proportion=0.06853, over 19972.45 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2885, pruned_loss=0.05838, over 2465731.17 frames. utt_duration=1230 frames, utt_pad_proportion=0.06274, over 8030.59 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3133, pruned_loss=0.07361, over 2475211.54 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06832, over 21149.90 utterances.], batch size: 42, lr: 2.34e-04
2022-08-31 15:41:52,882 INFO [train.py:927] (3/8) Epoch 17, batch 14250, giga_loss[loss=0.2466, simple_loss=0.3052, pruned_loss=0.09395, over 12355.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3102, pruned_loss=0.07299, over 2474382.12 frames. utt_duration=499.6 frames, utt_pad_proportion=0.07373, over 19869.41 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2886, pruned_loss=0.05847, over 2465721.24 frames. utt_duration=1228 frames, utt_pad_proportion=0.06271, over 8040.69 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.312, pruned_loss=0.07394, over 2475241.78 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07341, over 21012.46 utterances.], batch size: 371, lr: 2.34e-04
2022-08-31 15:43:41,119 INFO [train.py:927] (3/8) Epoch 17, batch 14300, libri_loss[loss=0.2044, simple_loss=0.2868, pruned_loss=0.06103, over 12317.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006385, over 36.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3078, pruned_loss=0.07152, over 2474131.09 frames. utt_duration=510.2 frames, utt_pad_proportion=0.07557, over 19453.89 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2885, pruned_loss=0.05858, over 2466176.78 frames. utt_duration=1223 frames, utt_pad_proportion=0.06256, over 8077.83 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3104, pruned_loss=0.07288, over 2474828.78 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07555, over 20933.81 utterances.], batch size: 36, lr: 2.34e-04
2022-08-31 15:45:26,975 INFO [train.py:927] (3/8) Epoch 17, batch 14350, libri_loss[loss=0.1986, simple_loss=0.2917, pruned_loss=0.05281, over 12363.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01424, over 41.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3077, pruned_loss=0.07107, over 2474339.24 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07628, over 20287.57 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2883, pruned_loss=0.05852, over 2466066.02 frames. utt_duration=1222 frames, utt_pad_proportion=0.0621, over 8079.60 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3102, pruned_loss=0.07238, over 2475098.86 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07647, over 21622.21 utterances.], batch size: 41, lr: 2.34e-04
2022-08-31 15:47:13,319 INFO [train.py:927] (3/8) Epoch 17, batch 14400, giga_loss[loss=0.2085, simple_loss=0.2875, pruned_loss=0.06473, over 12406.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.0404, over 37.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3065, pruned_loss=0.07026, over 2474764.21 frames. utt_duration=498 frames, utt_pad_proportion=0.073, over 19934.41 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2883, pruned_loss=0.05825, over 2466187.23 frames. utt_duration=1224 frames, utt_pad_proportion=0.06158, over 8070.95 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3091, pruned_loss=0.07191, over 2475525.27 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07364, over 21344.06 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 15:48:58,038 INFO [train.py:927] (3/8) Epoch 17, batch 14450, giga_loss[loss=0.2055, simple_loss=0.288, pruned_loss=0.06145, over 12247.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3048, pruned_loss=0.07002, over 2473914.87 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06867, over 19529.68 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2885, pruned_loss=0.05849, over 2465632.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06157, over 8084.00 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3073, pruned_loss=0.07151, over 2475310.55 frames. utt_duration=472.3 frames, utt_pad_proportion=0.06963, over 21028.79 utterances.], batch size: 28, lr: 2.34e-04
2022-08-31 15:50:45,699 INFO [train.py:927] (3/8) Epoch 17, batch 14500, giga_loss[loss=0.223, simple_loss=0.3048, pruned_loss=0.07058, over 12416.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04002, over 105.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3036, pruned_loss=0.06995, over 2474287.36 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06952, over 19663.62 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2883, pruned_loss=0.05857, over 2465761.92 frames. utt_duration=1225 frames, utt_pad_proportion=0.06071, over 8062.38 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3059, pruned_loss=0.07127, over 2475438.37 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07052, over 21067.65 utterances.], batch size: 105, lr: 2.34e-04
2022-08-31 15:52:31,547 INFO [train.py:927] (3/8) Epoch 17, batch 14550, giga_loss[loss=0.2212, simple_loss=0.308, pruned_loss=0.06716, over 12400.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0401, over 133.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3027, pruned_loss=0.06986, over 2474507.93 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06669, over 19632.21 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2883, pruned_loss=0.05864, over 2465560.08 frames. utt_duration=1228 frames, utt_pad_proportion=0.05982, over 8041.20 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07103, over 2475757.37 frames. utt_duration=473.9 frames, utt_pad_proportion=0.06798, over 20961.14 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 15:54:15,069 INFO [train.py:927] (3/8) Epoch 17, batch 14600, giga_loss[loss=0.2914, simple_loss=0.3446, pruned_loss=0.1191, over 12400.00 frames. utt_duration=195.9 frames, utt_pad_proportion=0.09305, over 255.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3033, pruned_loss=0.06986, over 2474156.06 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07014, over 19984.80 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2886, pruned_loss=0.05897, over 2465683.73 frames. utt_duration=1229 frames, utt_pad_proportion=0.05933, over 8035.80 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3049, pruned_loss=0.07061, over 2475110.78 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07112, over 21126.81 utterances.], batch size: 255, lr: 2.34e-04
2022-08-31 15:56:00,552 INFO [train.py:927] (3/8) Epoch 17, batch 14650, giga_loss[loss=0.2162, simple_loss=0.3001, pruned_loss=0.06621, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03707, over 123.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3028, pruned_loss=0.06927, over 2473759.69 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07379, over 19987.42 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2886, pruned_loss=0.05919, over 2465665.89 frames. utt_duration=1227 frames, utt_pad_proportion=0.05963, over 8049.04 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3045, pruned_loss=0.06997, over 2474757.85 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07445, over 21221.90 utterances.], batch size: 123, lr: 2.34e-04
2022-08-31 15:57:44,947 INFO [train.py:927] (3/8) Epoch 17, batch 14700, giga_loss[loss=0.2087, simple_loss=0.2948, pruned_loss=0.06126, over 12357.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.02922, over 51.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07103, over 2474192.76 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07268, over 20569.23 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2887, pruned_loss=0.0593, over 2465739.20 frames. utt_duration=1228 frames, utt_pad_proportion=0.05919, over 8043.55 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3062, pruned_loss=0.07157, over 2474981.34 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07341, over 21640.37 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 15:59:28,878 INFO [train.py:927] (3/8) Epoch 17, batch 14750, giga_loss[loss=0.2256, simple_loss=0.3071, pruned_loss=0.07203, over 12441.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03231, over 75.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3067, pruned_loss=0.07311, over 2474894.74 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07085, over 21090.08 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2892, pruned_loss=0.05938, over 2465732.91 frames. utt_duration=1226 frames, utt_pad_proportion=0.0592, over 8054.86 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3075, pruned_loss=0.07364, over 2475634.09 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07154, over 22101.50 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 16:01:14,484 INFO [train.py:927] (3/8) Epoch 17, batch 14800, giga_loss[loss=0.2052, simple_loss=0.2881, pruned_loss=0.06112, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0381, over 40.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3078, pruned_loss=0.07409, over 2475340.91 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07525, over 21682.98 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2891, pruned_loss=0.05938, over 2465833.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.05884, over 8056.33 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3087, pruned_loss=0.07463, over 2475911.79 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07579, over 22591.76 utterances.], batch size: 40, lr: 2.34e-04
2022-08-31 16:02:58,456 INFO [train.py:927] (3/8) Epoch 17, batch 14850, giga_loss[loss=0.2403, simple_loss=0.3272, pruned_loss=0.07671, over 12435.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.0453, over 31.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3073, pruned_loss=0.07303, over 2475330.93 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07314, over 21365.35 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.289, pruned_loss=0.05938, over 2466226.19 frames. utt_duration=1229 frames, utt_pad_proportion=0.05796, over 8037.36 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3085, pruned_loss=0.0737, over 2475597.37 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07401, over 22347.03 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 16:04:47,981 INFO [train.py:927] (3/8) Epoch 17, batch 14900, giga_loss[loss=0.2262, simple_loss=0.3052, pruned_loss=0.07366, over 12408.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03962, over 133.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3044, pruned_loss=0.07156, over 2475209.60 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07272, over 20667.89 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2888, pruned_loss=0.05933, over 2466459.28 frames. utt_duration=1231 frames, utt_pad_proportion=0.05754, over 8024.00 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3057, pruned_loss=0.07226, over 2475280.70 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07365, over 21577.85 utterances.], batch size: 133, lr: 2.34e-04
2022-08-31 16:06:34,652 INFO [train.py:927] (3/8) Epoch 17, batch 14950, giga_loss[loss=0.2869, simple_loss=0.3455, pruned_loss=0.1142, over 12346.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3052, pruned_loss=0.07217, over 2474883.34 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07422, over 20629.46 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2886, pruned_loss=0.05927, over 2465998.14 frames. utt_duration=1233 frames, utt_pad_proportion=0.05678, over 8007.46 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3067, pruned_loss=0.07304, over 2475540.83 frames. utt_duration=459 frames, utt_pad_proportion=0.07526, over 21641.51 utterances.], batch size: 369, lr: 2.34e-04
2022-08-31 16:08:21,757 INFO [train.py:927] (3/8) Epoch 17, batch 15000, giga_loss[loss=0.2091, simple_loss=0.2988, pruned_loss=0.05972, over 12340.00 frames. utt_duration=969.3 frames, utt_pad_proportion=0.03266, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3087, pruned_loss=0.07202, over 2474702.55 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07298, over 20519.48 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2884, pruned_loss=0.05927, over 2466028.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.05619, over 7983.47 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3103, pruned_loss=0.07289, over 2475308.84 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07412, over 21506.80 utterances.], batch size: 51, lr: 2.34e-04
2022-08-31 16:08:21,758 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 16:08:35,801 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1719, simple_loss=0.2844, pruned_loss=0.0297, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 16:10:19,739 INFO [train.py:927] (3/8) Epoch 17, batch 15050, giga_loss[loss=0.2295, simple_loss=0.3113, pruned_loss=0.07385, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03251, over 80.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.31, pruned_loss=0.0736, over 2474668.28 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08071, over 20970.22 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2883, pruned_loss=0.05944, over 2466137.63 frames. utt_duration=1244 frames, utt_pad_proportion=0.05507, over 7940.63 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3119, pruned_loss=0.07449, over 2475270.58 frames. utt_duration=448.4 frames, utt_pad_proportion=0.0818, over 22151.28 utterances.], batch size: 80, lr: 2.34e-04
2022-08-31 16:12:04,794 INFO [train.py:927] (3/8) Epoch 17, batch 15100, giga_loss[loss=0.2857, simple_loss=0.3476, pruned_loss=0.1119, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07211, over 212.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3091, pruned_loss=0.07362, over 2474798.63 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07958, over 20186.17 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2878, pruned_loss=0.05939, over 2466386.94 frames. utt_duration=1252 frames, utt_pad_proportion=0.05354, over 7887.01 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3119, pruned_loss=0.07492, over 2475357.00 frames. utt_duration=458.6 frames, utt_pad_proportion=0.08137, over 21659.66 utterances.], batch size: 212, lr: 2.34e-04
2022-08-31 16:13:53,293 INFO [train.py:927] (3/8) Epoch 17, batch 15150, giga_loss[loss=0.2107, simple_loss=0.2856, pruned_loss=0.06793, over 12403.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04167, over 37.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3071, pruned_loss=0.07338, over 2474754.87 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07935, over 20004.51 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2876, pruned_loss=0.05937, over 2466577.38 frames. utt_duration=1256 frames, utt_pad_proportion=0.05255, over 7864.04 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07477, over 2475206.10 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08137, over 21491.44 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 16:15:36,560 INFO [train.py:927] (3/8) Epoch 17, batch 15200, giga_loss[loss=0.2167, simple_loss=0.2989, pruned_loss=0.06723, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03966, over 113.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3058, pruned_loss=0.07321, over 2474867.21 frames. utt_duration=511.8 frames, utt_pad_proportion=0.07756, over 19396.32 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2876, pruned_loss=0.05942, over 2466674.97 frames. utt_duration=1259 frames, utt_pad_proportion=0.05176, over 7844.93 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3085, pruned_loss=0.07452, over 2475284.69 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07976, over 20802.53 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 16:17:19,846 INFO [train.py:927] (3/8) Epoch 17, batch 15250, giga_loss[loss=0.203, simple_loss=0.2879, pruned_loss=0.05901, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03844, over 113.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3056, pruned_loss=0.07352, over 2475209.65 frames. utt_duration=493 frames, utt_pad_proportion=0.07866, over 20141.68 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2876, pruned_loss=0.05954, over 2466866.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05117, over 7829.77 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3081, pruned_loss=0.07474, over 2475562.37 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08062, over 21518.12 utterances.], batch size: 113, lr: 2.34e-04
2022-08-31 16:19:02,995 INFO [train.py:927] (3/8) Epoch 17, batch 15300, giga_loss[loss=0.1778, simple_loss=0.2615, pruned_loss=0.04707, over 12392.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04052, over 31.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3053, pruned_loss=0.07356, over 2474674.53 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07921, over 20306.08 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2878, pruned_loss=0.0596, over 2466926.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05056, over 7825.27 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3075, pruned_loss=0.07479, over 2475086.63 frames. utt_duration=458 frames, utt_pad_proportion=0.08115, over 21684.49 utterances.], batch size: 31, lr: 2.34e-04
2022-08-31 16:20:44,892 INFO [train.py:927] (3/8) Epoch 17, batch 15350, libri_loss[loss=0.1771, simple_loss=0.2704, pruned_loss=0.04185, over 12406.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005666, over 34.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3066, pruned_loss=0.07383, over 2474426.87 frames. utt_duration=487.6 frames, utt_pad_proportion=0.08119, over 20362.48 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2875, pruned_loss=0.05949, over 2466430.90 frames. utt_duration=1255 frames, utt_pad_proportion=0.05438, over 7869.80 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07537, over 2475430.73 frames. utt_duration=455.2 frames, utt_pad_proportion=0.08172, over 21824.84 utterances.], batch size: 34, lr: 2.34e-04
2022-08-31 16:22:27,733 INFO [train.py:927] (3/8) Epoch 17, batch 15400, giga_loss[loss=0.2472, simple_loss=0.3064, pruned_loss=0.09397, over 12356.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3066, pruned_loss=0.07351, over 2474605.01 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07882, over 19954.24 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2875, pruned_loss=0.05971, over 2466479.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.05336, over 7856.14 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3091, pruned_loss=0.07486, over 2475532.82 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07995, over 21396.75 utterances.], batch size: 367, lr: 2.34e-04
2022-08-31 16:24:13,052 INFO [train.py:927] (3/8) Epoch 17, batch 15450, giga_loss[loss=0.2068, simple_loss=0.2905, pruned_loss=0.06157, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03606, over 37.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3081, pruned_loss=0.07181, over 2475023.36 frames. utt_duration=515.6 frames, utt_pad_proportion=0.07462, over 19254.73 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2877, pruned_loss=0.05979, over 2466693.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.05272, over 7847.96 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3103, pruned_loss=0.07306, over 2475729.62 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07617, over 20619.18 utterances.], batch size: 37, lr: 2.34e-04
2022-08-31 16:25:54,877 INFO [train.py:927] (3/8) Epoch 17, batch 15500, giga_loss[loss=0.311, simple_loss=0.3698, pruned_loss=0.1261, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0671, over 212.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3098, pruned_loss=0.07263, over 2475047.06 frames. utt_duration=517.8 frames, utt_pad_proportion=0.07103, over 19175.67 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2877, pruned_loss=0.05985, over 2466635.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05164, over 7827.34 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3123, pruned_loss=0.074, over 2475937.62 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07314, over 20672.86 utterances.], batch size: 212, lr: 2.34e-04
2022-08-31 16:27:38,998 INFO [train.py:927] (3/8) Epoch 17, batch 15550, giga_loss[loss=0.203, simple_loss=0.2948, pruned_loss=0.05558, over 12373.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02802, over 70.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3109, pruned_loss=0.07435, over 2474283.87 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07197, over 19512.36 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2876, pruned_loss=0.05973, over 2466496.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05116, over 7812.07 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3133, pruned_loss=0.07574, over 2475224.58 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07383, over 20875.18 utterances.], batch size: 70, lr: 2.34e-04
2022-08-31 16:29:23,507 INFO [train.py:927] (3/8) Epoch 17, batch 15600, giga_loss[loss=0.1837, simple_loss=0.2857, pruned_loss=0.04089, over 12422.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03354, over 75.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3105, pruned_loss=0.07382, over 2474174.10 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07803, over 20581.49 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.287, pruned_loss=0.05952, over 2466277.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05008, over 7773.13 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3135, pruned_loss=0.07549, over 2475339.70 frames. utt_duration=451 frames, utt_pad_proportion=0.07962, over 22025.04 utterances.], batch size: 75, lr: 2.34e-04
2022-08-31 16:31:07,702 INFO [train.py:927] (3/8) Epoch 17, batch 15650, giga_loss[loss=0.2461, simple_loss=0.322, pruned_loss=0.08516, over 12350.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02966, over 91.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3107, pruned_loss=0.07279, over 2473530.24 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07577, over 20156.98 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2868, pruned_loss=0.05947, over 2465972.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.04918, over 7741.12 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3138, pruned_loss=0.07447, over 2474912.07 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07763, over 21619.63 utterances.], batch size: 91, lr: 2.33e-04
2022-08-31 16:32:49,287 INFO [train.py:927] (3/8) Epoch 17, batch 15700, giga_loss[loss=0.2496, simple_loss=0.3318, pruned_loss=0.08365, over 12382.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05158, over 161.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3116, pruned_loss=0.07345, over 2474204.57 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07753, over 20515.91 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2871, pruned_loss=0.05947, over 2466069.17 frames. utt_duration=1277 frames, utt_pad_proportion=0.04859, over 7734.04 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3142, pruned_loss=0.07497, over 2475328.65 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07921, over 21855.45 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 16:34:34,004 INFO [train.py:927] (3/8) Epoch 17, batch 15750, giga_loss[loss=0.2231, simple_loss=0.3022, pruned_loss=0.07206, over 12373.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02919, over 85.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3094, pruned_loss=0.07293, over 2474379.76 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07847, over 20568.90 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.287, pruned_loss=0.05941, over 2466157.98 frames. utt_duration=1279 frames, utt_pad_proportion=0.04761, over 7719.49 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3123, pruned_loss=0.07463, over 2475470.40 frames. utt_duration=450.5 frames, utt_pad_proportion=0.08031, over 22050.58 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 16:36:18,590 INFO [train.py:927] (3/8) Epoch 17, batch 15800, libri_loss[loss=0.1983, simple_loss=0.268, pruned_loss=0.06428, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00692, over 31.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3074, pruned_loss=0.07228, over 2474989.70 frames. utt_duration=481.9 frames, utt_pad_proportion=0.0788, over 20608.76 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2865, pruned_loss=0.05935, over 2466603.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.04663, over 7706.06 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.311, pruned_loss=0.07419, over 2475779.37 frames. utt_duration=445.5 frames, utt_pad_proportion=0.08097, over 22301.17 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 16:38:01,668 INFO [train.py:927] (3/8) Epoch 17, batch 15850, giga_loss[loss=0.2515, simple_loss=0.3233, pruned_loss=0.08987, over 12327.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03454, over 51.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07288, over 2474778.80 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07695, over 20836.93 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2865, pruned_loss=0.05937, over 2466429.50 frames. utt_duration=1283 frames, utt_pad_proportion=0.04627, over 7697.03 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3099, pruned_loss=0.07446, over 2475609.27 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07896, over 22280.66 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 16:39:42,033 INFO [train.py:927] (3/8) Epoch 17, batch 15900, giga_loss[loss=0.2394, simple_loss=0.3186, pruned_loss=0.08015, over 12423.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05508, over 162.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3036, pruned_loss=0.07001, over 2475522.91 frames. utt_duration=461.7 frames, utt_pad_proportion=0.0786, over 21514.80 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2863, pruned_loss=0.05947, over 2466761.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.04537, over 7673.32 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3067, pruned_loss=0.07152, over 2476119.31 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08063, over 23094.31 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 16:41:30,820 INFO [train.py:927] (3/8) Epoch 17, batch 15950, giga_loss[loss=0.2093, simple_loss=0.2947, pruned_loss=0.0619, over 12393.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04101, over 133.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.303, pruned_loss=0.0699, over 2476223.24 frames. utt_duration=459 frames, utt_pad_proportion=0.07678, over 21648.81 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2864, pruned_loss=0.05957, over 2467297.17 frames. utt_duration=1289 frames, utt_pad_proportion=0.04439, over 7663.77 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3059, pruned_loss=0.07135, over 2476508.72 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07908, over 23347.83 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 16:43:17,199 INFO [train.py:927] (3/8) Epoch 17, batch 16000, giga_loss[loss=0.2218, simple_loss=0.3157, pruned_loss=0.064, over 12444.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0299, over 80.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3012, pruned_loss=0.06912, over 2475797.22 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07515, over 21330.01 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2865, pruned_loss=0.05966, over 2467560.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.0449, over 7688.15 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07026, over 2475853.74 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07707, over 22771.85 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 16:45:02,850 INFO [train.py:927] (3/8) Epoch 17, batch 16050, giga_loss[loss=0.2165, simple_loss=0.3066, pruned_loss=0.06325, over 12341.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03425, over 62.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06968, over 2475779.02 frames. utt_duration=484 frames, utt_pad_proportion=0.06992, over 20525.27 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2868, pruned_loss=0.0598, over 2467568.07 frames. utt_duration=1282 frames, utt_pad_proportion=0.04471, over 7707.28 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3053, pruned_loss=0.07064, over 2475961.13 frames. utt_duration=454 frames, utt_pad_proportion=0.07207, over 21886.70 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 16:46:45,113 INFO [train.py:927] (3/8) Epoch 17, batch 16100, giga_loss[loss=0.2433, simple_loss=0.3168, pruned_loss=0.08488, over 12259.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02847, over 54.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07027, over 2475398.45 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06969, over 20388.62 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2867, pruned_loss=0.05993, over 2467758.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.04356, over 7678.93 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3056, pruned_loss=0.07125, over 2475599.84 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07208, over 21923.09 utterances.], batch size: 54, lr: 2.33e-04
2022-08-31 16:48:31,439 INFO [train.py:927] (3/8) Epoch 17, batch 16150, giga_loss[loss=0.2489, simple_loss=0.3355, pruned_loss=0.08119, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0321, over 75.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.06997, over 2474858.05 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06952, over 19410.07 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2864, pruned_loss=0.05998, over 2467715.62 frames. utt_duration=1291 frames, utt_pad_proportion=0.04248, over 7652.67 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.07104, over 2475280.50 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07224, over 21068.01 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 16:50:18,410 INFO [train.py:927] (3/8) Epoch 17, batch 16200, giga_loss[loss=0.232, simple_loss=0.3156, pruned_loss=0.07422, over 12400.00 frames. utt_duration=512.7 frames, utt_pad_proportion=0.02894, over 97.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3053, pruned_loss=0.07224, over 2475337.93 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07358, over 20290.81 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2868, pruned_loss=0.06039, over 2467861.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.04593, over 7710.81 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3075, pruned_loss=0.07308, over 2475753.85 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07468, over 21960.55 utterances.], batch size: 97, lr: 2.33e-04
2022-08-31 16:52:11,544 INFO [train.py:927] (3/8) Epoch 17, batch 16250, giga_loss[loss=0.2295, simple_loss=0.3031, pruned_loss=0.07791, over 12456.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.04054, over 26.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3075, pruned_loss=0.07356, over 2475984.83 frames. utt_duration=465.7 frames, utt_pad_proportion=0.08017, over 21334.99 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2869, pruned_loss=0.06043, over 2467965.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.04577, over 7712.26 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07424, over 2476247.17 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08073, over 22704.50 utterances.], batch size: 26, lr: 2.33e-04
2022-08-31 16:53:58,394 INFO [train.py:927] (3/8) Epoch 17, batch 16300, giga_loss[loss=0.2203, simple_loss=0.3002, pruned_loss=0.07025, over 12303.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.0364, over 51.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3076, pruned_loss=0.07328, over 2475935.65 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08239, over 21605.03 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2873, pruned_loss=0.06079, over 2468403.19 frames. utt_duration=1257 frames, utt_pad_proportion=0.05367, over 7864.75 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.3098, pruned_loss=0.07418, over 2476182.97 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08125, over 23307.35 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 16:55:43,939 INFO [train.py:927] (3/8) Epoch 17, batch 16350, giga_loss[loss=0.2751, simple_loss=0.3315, pruned_loss=0.1094, over 12352.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2058, over 370.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3069, pruned_loss=0.07367, over 2475635.90 frames. utt_duration=449.1 frames, utt_pad_proportion=0.08563, over 22120.10 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2869, pruned_loss=0.06057, over 2468583.89 frames. utt_duration=1262 frames, utt_pad_proportion=0.05314, over 7833.62 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07485, over 2475796.70 frames. utt_duration=418 frames, utt_pad_proportion=0.08482, over 23772.25 utterances.], batch size: 370, lr: 2.33e-04
2022-08-31 16:57:26,127 INFO [train.py:927] (3/8) Epoch 17, batch 16400, libri_loss[loss=0.243, simple_loss=0.3141, pruned_loss=0.08597, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009684, over 38.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3055, pruned_loss=0.07299, over 2475751.42 frames. utt_duration=456.3 frames, utt_pad_proportion=0.08278, over 21772.21 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2868, pruned_loss=0.06052, over 2468758.46 frames. utt_duration=1262 frames, utt_pad_proportion=0.05265, over 7835.86 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.07419, over 2475843.92 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08264, over 23339.43 utterances.], batch size: 38, lr: 2.33e-04
2022-08-31 16:59:11,206 INFO [train.py:927] (3/8) Epoch 17, batch 16450, giga_loss[loss=0.2164, simple_loss=0.2968, pruned_loss=0.06803, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02893, over 66.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3061, pruned_loss=0.07399, over 2475503.43 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08505, over 21885.04 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2867, pruned_loss=0.06046, over 2468869.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.05598, over 7885.04 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3086, pruned_loss=0.07537, over 2475671.46 frames. utt_duration=423.2 frames, utt_pad_proportion=0.08414, over 23479.83 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 17:00:57,089 INFO [train.py:927] (3/8) Epoch 17, batch 16500, giga_loss[loss=0.2587, simple_loss=0.3199, pruned_loss=0.09877, over 12339.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.228, simple_loss=0.307, pruned_loss=0.07449, over 2475685.89 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08398, over 21781.75 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2874, pruned_loss=0.0607, over 2469046.08 frames. utt_duration=1250 frames, utt_pad_proportion=0.05582, over 7908.14 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3088, pruned_loss=0.0756, over 2475782.59 frames. utt_duration=427.1 frames, utt_pad_proportion=0.08355, over 23266.75 utterances.], batch size: 374, lr: 2.33e-04
2022-08-31 17:02:44,519 INFO [train.py:927] (3/8) Epoch 17, batch 16550, giga_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.07159, over 12438.00 frames. utt_duration=906 frames, utt_pad_proportion=0.02892, over 55.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3074, pruned_loss=0.07466, over 2475069.97 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08231, over 21203.65 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2879, pruned_loss=0.06108, over 2469024.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.05498, over 7892.08 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3087, pruned_loss=0.07544, over 2475272.97 frames. utt_duration=438.9 frames, utt_pad_proportion=0.08246, over 22635.05 utterances.], batch size: 55, lr: 2.33e-04
2022-08-31 17:04:29,948 INFO [train.py:927] (3/8) Epoch 17, batch 16600, libri_loss[loss=0.1676, simple_loss=0.2478, pruned_loss=0.0437, over 12172.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008323, over 30.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3075, pruned_loss=0.07538, over 2474676.41 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08635, over 21756.22 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2875, pruned_loss=0.06101, over 2468991.50 frames. utt_duration=1254 frames, utt_pad_proportion=0.05426, over 7884.83 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3096, pruned_loss=0.07661, over 2475100.03 frames. utt_duration=424 frames, utt_pad_proportion=0.08685, over 23433.66 utterances.], batch size: 30, lr: 2.33e-04
2022-08-31 17:06:16,390 INFO [train.py:927] (3/8) Epoch 17, batch 16650, giga_loss[loss=0.2325, simple_loss=0.3208, pruned_loss=0.07216, over 12381.00 frames. utt_duration=972.5 frames, utt_pad_proportion=0.03135, over 51.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3093, pruned_loss=0.07664, over 2474091.25 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08566, over 22266.98 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2876, pruned_loss=0.06112, over 2468732.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.05388, over 7877.01 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3113, pruned_loss=0.07779, over 2474775.38 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08639, over 23867.37 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 17:07:55,631 INFO [train.py:927] (3/8) Epoch 17, batch 16700, giga_loss[loss=0.2381, simple_loss=0.3195, pruned_loss=0.07831, over 12399.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06317, over 183.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3093, pruned_loss=0.07677, over 2473415.37 frames. utt_duration=459.5 frames, utt_pad_proportion=0.08275, over 21602.15 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2876, pruned_loss=0.06132, over 2468482.48 frames. utt_duration=1246 frames, utt_pad_proportion=0.05636, over 7932.89 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.312, pruned_loss=0.07823, over 2474425.30 frames. utt_duration=422.7 frames, utt_pad_proportion=0.0834, over 23497.19 utterances.], batch size: 183, lr: 2.33e-04
2022-08-31 17:09:41,203 INFO [train.py:927] (3/8) Epoch 17, batch 16750, giga_loss[loss=0.2269, simple_loss=0.3117, pruned_loss=0.07104, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05518, over 162.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3109, pruned_loss=0.078, over 2473498.14 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08391, over 22228.53 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2876, pruned_loss=0.06143, over 2468398.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.05587, over 7929.41 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.07935, over 2474468.70 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08464, over 23998.41 utterances.], batch size: 162, lr: 2.33e-04
2022-08-31 17:11:24,493 INFO [train.py:927] (3/8) Epoch 17, batch 16800, giga_loss[loss=0.1978, simple_loss=0.2841, pruned_loss=0.05572, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02813, over 48.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3106, pruned_loss=0.07647, over 2474083.36 frames. utt_duration=474.5 frames, utt_pad_proportion=0.07994, over 20920.26 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2883, pruned_loss=0.06175, over 2468577.64 frames. utt_duration=1231 frames, utt_pad_proportion=0.06092, over 8033.05 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3127, pruned_loss=0.0777, over 2474841.59 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07957, over 22621.82 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 17:13:07,645 INFO [train.py:927] (3/8) Epoch 17, batch 16850, libri_loss[loss=0.1941, simple_loss=0.2725, pruned_loss=0.0578, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005389, over 34.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.0751, over 2474391.39 frames. utt_duration=501 frames, utt_pad_proportion=0.07335, over 19815.62 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2884, pruned_loss=0.06183, over 2469059.72 frames. utt_duration=1236 frames, utt_pad_proportion=0.05934, over 8000.46 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3113, pruned_loss=0.07648, over 2474746.46 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07421, over 21612.20 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:14:52,192 INFO [train.py:927] (3/8) Epoch 17, batch 16900, giga_loss[loss=0.241, simple_loss=0.3183, pruned_loss=0.08181, over 12467.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04185, over 31.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3105, pruned_loss=0.076, over 2475336.82 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07319, over 20176.03 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.288, pruned_loss=0.06158, over 2469159.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.05846, over 7975.62 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.07757, over 2475641.32 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07423, over 21841.53 utterances.], batch size: 31, lr: 2.33e-04
2022-08-31 17:16:40,000 INFO [train.py:927] (3/8) Epoch 17, batch 16950, giga_loss[loss=0.2245, simple_loss=0.3098, pruned_loss=0.06962, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04661, over 34.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3111, pruned_loss=0.07713, over 2475260.08 frames. utt_duration=485.8 frames, utt_pad_proportion=0.07465, over 20442.13 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2881, pruned_loss=0.06169, over 2469221.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.05827, over 7978.74 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3131, pruned_loss=0.07833, over 2475472.31 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07547, over 21798.17 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:18:25,981 INFO [train.py:927] (3/8) Epoch 17, batch 17000, giga_loss[loss=0.2216, simple_loss=0.3064, pruned_loss=0.06842, over 12359.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03173, over 62.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3117, pruned_loss=0.07736, over 2475042.28 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07357, over 20248.51 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2883, pruned_loss=0.06174, over 2469137.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.0574, over 7966.44 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3135, pruned_loss=0.0786, over 2475406.08 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07472, over 21610.44 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 17:20:14,383 INFO [train.py:927] (3/8) Epoch 17, batch 17050, giga_loss[loss=0.2212, simple_loss=0.3104, pruned_loss=0.066, over 12385.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02644, over 58.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3119, pruned_loss=0.07709, over 2474971.28 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07933, over 20937.97 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2885, pruned_loss=0.06182, over 2469235.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.06102, over 8033.33 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3136, pruned_loss=0.0783, over 2475290.21 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07888, over 22204.12 utterances.], batch size: 58, lr: 2.33e-04
2022-08-31 17:21:58,272 INFO [train.py:927] (3/8) Epoch 17, batch 17100, giga_loss[loss=0.191, simple_loss=0.2918, pruned_loss=0.04514, over 12386.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.02956, over 62.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3117, pruned_loss=0.07642, over 2475191.80 frames. utt_duration=479.3 frames, utt_pad_proportion=0.08027, over 20719.69 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.289, pruned_loss=0.06222, over 2469143.88 frames. utt_duration=1211 frames, utt_pad_proportion=0.06857, over 8162.61 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3133, pruned_loss=0.0775, over 2475722.54 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07776, over 22021.64 utterances.], batch size: 62, lr: 2.33e-04
2022-08-31 17:23:45,085 INFO [train.py:927] (3/8) Epoch 17, batch 17150, giga_loss[loss=0.2103, simple_loss=0.2903, pruned_loss=0.06521, over 12387.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03283, over 80.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3091, pruned_loss=0.07482, over 2474621.14 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07667, over 20153.51 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2885, pruned_loss=0.06207, over 2469208.20 frames. utt_duration=1220 frames, utt_pad_proportion=0.06663, over 8105.15 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3116, pruned_loss=0.07631, over 2475206.17 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07562, over 21704.99 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 17:25:30,425 INFO [train.py:927] (3/8) Epoch 17, batch 17200, giga_loss[loss=0.269, simple_loss=0.3337, pruned_loss=0.1022, over 12411.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06869, over 212.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3078, pruned_loss=0.07483, over 2474495.67 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07764, over 20232.21 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2889, pruned_loss=0.06233, over 2469308.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.0694, over 8152.05 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07621, over 2475052.69 frames. utt_duration=455 frames, utt_pad_proportion=0.07586, over 21828.80 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 17:27:13,885 INFO [train.py:927] (3/8) Epoch 17, batch 17250, giga_loss[loss=0.2464, simple_loss=0.3199, pruned_loss=0.08643, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0754, over 212.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3061, pruned_loss=0.07436, over 2474081.94 frames. utt_duration=495 frames, utt_pad_proportion=0.0744, over 20053.27 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2891, pruned_loss=0.06242, over 2469339.92 frames. utt_duration=1211 frames, utt_pad_proportion=0.06863, over 8166.08 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3083, pruned_loss=0.07571, over 2474634.57 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07354, over 21646.25 utterances.], batch size: 212, lr: 2.33e-04
2022-08-31 17:28:59,305 INFO [train.py:927] (3/8) Epoch 17, batch 17300, libri_loss[loss=0.1579, simple_loss=0.2396, pruned_loss=0.03807, over 12458.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009926, over 29.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3046, pruned_loss=0.07321, over 2474930.83 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07194, over 20569.57 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.289, pruned_loss=0.06233, over 2469550.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.06765, over 8150.79 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3068, pruned_loss=0.07458, over 2475265.83 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07177, over 22064.06 utterances.], batch size: 29, lr: 2.33e-04
2022-08-31 17:30:45,122 INFO [train.py:927] (3/8) Epoch 17, batch 17350, libri_loss[loss=0.2285, simple_loss=0.3051, pruned_loss=0.07593, over 12247.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 34.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3027, pruned_loss=0.06966, over 2474221.69 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07253, over 21246.36 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2889, pruned_loss=0.0623, over 2468766.31 frames. utt_duration=1220 frames, utt_pad_proportion=0.06617, over 8104.87 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3049, pruned_loss=0.07102, over 2475354.05 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0729, over 22829.95 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 17:32:30,796 INFO [train.py:927] (3/8) Epoch 17, batch 17400, giga_loss[loss=0.1844, simple_loss=0.2785, pruned_loss=0.04517, over 12393.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04047, over 133.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2996, pruned_loss=0.06627, over 2474019.16 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0715, over 21319.19 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2885, pruned_loss=0.0622, over 2468516.76 frames. utt_duration=1227 frames, utt_pad_proportion=0.06432, over 8056.47 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3022, pruned_loss=0.06767, over 2475341.18 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07254, over 23128.56 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:34:16,543 INFO [train.py:927] (3/8) Epoch 17, batch 17450, giga_loss[loss=0.1869, simple_loss=0.2882, pruned_loss=0.04281, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2972, pruned_loss=0.06348, over 2474645.35 frames. utt_duration=437 frames, utt_pad_proportion=0.07692, over 22726.80 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2882, pruned_loss=0.062, over 2468686.71 frames. utt_duration=1231 frames, utt_pad_proportion=0.06315, over 8028.24 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2998, pruned_loss=0.06483, over 2475661.42 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07779, over 24518.72 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 17:36:03,302 INFO [train.py:927] (3/8) Epoch 17, batch 17500, giga_loss[loss=0.1924, simple_loss=0.2863, pruned_loss=0.04927, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02296, over 48.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2981, pruned_loss=0.0627, over 2474419.65 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07308, over 22735.28 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2882, pruned_loss=0.06198, over 2468397.33 frames. utt_duration=1227 frames, utt_pad_proportion=0.0639, over 8056.47 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3003, pruned_loss=0.06381, over 2475579.89 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07387, over 24390.56 utterances.], batch size: 48, lr: 2.33e-04
2022-08-31 17:37:46,617 INFO [train.py:927] (3/8) Epoch 17, batch 17550, giga_loss[loss=0.1784, simple_loss=0.2674, pruned_loss=0.04473, over 12366.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05316, over 161.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2957, pruned_loss=0.06065, over 2474907.29 frames. utt_duration=440.3 frames, utt_pad_proportion=0.06973, over 22560.24 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2877, pruned_loss=0.06167, over 2468186.97 frames. utt_duration=1232 frames, utt_pad_proportion=0.06281, over 8023.07 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06182, over 2476194.33 frames. utt_duration=408.8 frames, utt_pad_proportion=0.071, over 24313.35 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 17:39:32,707 INFO [train.py:927] (3/8) Epoch 17, batch 17600, giga_loss[loss=0.1961, simple_loss=0.285, pruned_loss=0.05357, over 12331.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03061, over 85.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2954, pruned_loss=0.06021, over 2475275.84 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07148, over 23046.16 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2882, pruned_loss=0.06197, over 2468203.93 frames. utt_duration=1222 frames, utt_pad_proportion=0.06706, over 8088.35 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2971, pruned_loss=0.06086, over 2476376.07 frames. utt_duration=404.6 frames, utt_pad_proportion=0.0712, over 24572.59 utterances.], batch size: 85, lr: 2.33e-04
2022-08-31 17:41:17,485 INFO [train.py:927] (3/8) Epoch 17, batch 17650, giga_loss[loss=0.2173, simple_loss=0.3022, pruned_loss=0.0662, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04095, over 133.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2936, pruned_loss=0.05884, over 2475380.47 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07212, over 23731.60 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.288, pruned_loss=0.06197, over 2468377.72 frames. utt_duration=1217 frames, utt_pad_proportion=0.06903, over 8119.65 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2953, pruned_loss=0.05926, over 2476391.54 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07124, over 25471.32 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 17:43:00,683 INFO [train.py:927] (3/8) Epoch 17, batch 17700, giga_loss[loss=0.2081, simple_loss=0.2965, pruned_loss=0.0598, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2908, pruned_loss=0.05724, over 2475592.95 frames. utt_duration=404.7 frames, utt_pad_proportion=0.07129, over 24558.38 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2884, pruned_loss=0.06222, over 2468431.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.06825, over 8113.87 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2919, pruned_loss=0.05731, over 2476421.09 frames. utt_duration=380.4 frames, utt_pad_proportion=0.07088, over 26139.70 utterances.], batch size: 183, lr: 2.33e-04
2022-08-31 17:44:48,212 INFO [train.py:927] (3/8) Epoch 17, batch 17750, giga_loss[loss=0.2012, simple_loss=0.3031, pruned_loss=0.04963, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0379, over 123.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2892, pruned_loss=0.05666, over 2476007.45 frames. utt_duration=383.1 frames, utt_pad_proportion=0.0781, over 25951.93 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2885, pruned_loss=0.06233, over 2468490.10 frames. utt_duration=1218 frames, utt_pad_proportion=0.06802, over 8116.30 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.29, pruned_loss=0.0566, over 2476636.10 frames. utt_duration=364.9 frames, utt_pad_proportion=0.07753, over 27256.40 utterances.], batch size: 123, lr: 2.33e-04
2022-08-31 17:46:43,523 INFO [train.py:927] (3/8) Epoch 17, batch 17800, giga_loss[loss=0.189, simple_loss=0.2756, pruned_loss=0.05119, over 12363.00 frames. utt_duration=140.9 frames, utt_pad_proportion=0.171, over 354.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2908, pruned_loss=0.05663, over 2475874.46 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07516, over 25084.32 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2885, pruned_loss=0.0623, over 2468252.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06673, over 8085.68 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2915, pruned_loss=0.05649, over 2476782.09 frames. utt_duration=374.5 frames, utt_pad_proportion=0.07523, over 26558.96 utterances.], batch size: 354, lr: 2.33e-04
2022-08-31 17:48:50,244 INFO [train.py:927] (3/8) Epoch 17, batch 17850, giga_loss[loss=0.184, simple_loss=0.2792, pruned_loss=0.04441, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03848, over 113.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2898, pruned_loss=0.05542, over 2476432.88 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07103, over 24264.24 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2885, pruned_loss=0.06235, over 2468211.67 frames. utt_duration=1223 frames, utt_pad_proportion=0.06623, over 8081.81 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.2903, pruned_loss=0.05521, over 2477248.56 frames. utt_duration=388.9 frames, utt_pad_proportion=0.07145, over 25570.90 utterances.], batch size: 113, lr: 2.33e-04
2022-08-31 17:50:51,338 INFO [train.py:927] (3/8) Epoch 17, batch 17900, giga_loss[loss=0.1894, simple_loss=0.2888, pruned_loss=0.04499, over 12352.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02877, over 70.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2884, pruned_loss=0.05405, over 2476152.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.07047, over 24327.12 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2884, pruned_loss=0.06221, over 2467819.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06462, over 8052.32 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.289, pruned_loss=0.05377, over 2477397.85 frames. utt_duration=383.8 frames, utt_pad_proportion=0.07133, over 25910.82 utterances.], batch size: 70, lr: 2.33e-04
2022-08-31 17:52:58,669 INFO [train.py:927] (3/8) Epoch 17, batch 17950, giga_loss[loss=0.1776, simple_loss=0.2705, pruned_loss=0.04236, over 12392.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02462, over 66.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2867, pruned_loss=0.05337, over 2476512.05 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06678, over 24495.27 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06236, over 2467771.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.06361, over 8040.35 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.287, pruned_loss=0.05286, over 2477716.09 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06796, over 26061.23 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 17:54:56,234 INFO [train.py:927] (3/8) Epoch 17, batch 18000, giga_loss[loss=0.2047, simple_loss=0.3036, pruned_loss=0.05287, over 12449.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04401, over 134.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2854, pruned_loss=0.05299, over 2476293.35 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06947, over 25195.62 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2886, pruned_loss=0.06234, over 2467800.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.06274, over 8026.56 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2856, pruned_loss=0.05244, over 2477387.92 frames. utt_duration=371.9 frames, utt_pad_proportion=0.07046, over 26738.83 utterances.], batch size: 134, lr: 2.33e-04
2022-08-31 17:54:56,234 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 17:55:10,462 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1721, simple_loss=0.2839, pruned_loss=0.03019, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 17:57:25,009 INFO [train.py:927] (3/8) Epoch 17, batch 18050, giga_loss[loss=0.167, simple_loss=0.2606, pruned_loss=0.03671, over 12425.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.286, pruned_loss=0.05263, over 2476694.05 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06932, over 24740.48 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2885, pruned_loss=0.06219, over 2468068.22 frames. utt_duration=1235 frames, utt_pad_proportion=0.06179, over 8003.22 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2862, pruned_loss=0.05217, over 2477465.90 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07043, over 26291.93 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 17:59:23,649 INFO [train.py:927] (3/8) Epoch 17, batch 18100, giga_loss[loss=0.233, simple_loss=0.2977, pruned_loss=0.08413, over 12376.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09918, over 256.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2851, pruned_loss=0.0525, over 2476556.53 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06905, over 24373.93 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2889, pruned_loss=0.06254, over 2468226.90 frames. utt_duration=1219 frames, utt_pad_proportion=0.06639, over 8107.67 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2848, pruned_loss=0.05152, over 2477301.62 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06884, over 26030.28 utterances.], batch size: 256, lr: 2.33e-04
2022-08-31 18:01:28,807 INFO [train.py:927] (3/8) Epoch 17, batch 18150, giga_loss[loss=0.155, simple_loss=0.2378, pruned_loss=0.03607, over 12373.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1794, over 358.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2874, pruned_loss=0.05239, over 2477083.09 frames. utt_duration=387 frames, utt_pad_proportion=0.07308, over 25683.44 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2886, pruned_loss=0.06246, over 2467966.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.06618, over 8085.19 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2874, pruned_loss=0.05145, over 2478115.41 frames. utt_duration=362.9 frames, utt_pad_proportion=0.07278, over 27406.91 utterances.], batch size: 358, lr: 2.33e-04
2022-08-31 18:03:32,060 INFO [train.py:927] (3/8) Epoch 17, batch 18200, giga_loss[loss=0.1734, simple_loss=0.2718, pruned_loss=0.03753, over 12464.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03076, over 75.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2892, pruned_loss=0.05197, over 2476847.19 frames. utt_duration=399.3 frames, utt_pad_proportion=0.0694, over 24887.46 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2889, pruned_loss=0.06263, over 2467626.21 frames. utt_duration=1227 frames, utt_pad_proportion=0.06474, over 8054.00 utterances.], giga_tot_loss[loss=0.1952, simple_loss=0.2889, pruned_loss=0.05079, over 2478238.88 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06983, over 26770.18 utterances.], batch size: 75, lr: 2.33e-04
2022-08-31 18:05:40,913 INFO [train.py:927] (3/8) Epoch 17, batch 18250, giga_loss[loss=0.1829, simple_loss=0.2662, pruned_loss=0.0498, over 12351.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03329, over 51.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2897, pruned_loss=0.05275, over 2477291.88 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07108, over 25411.56 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.289, pruned_loss=0.06273, over 2467611.94 frames. utt_duration=1231 frames, utt_pad_proportion=0.06377, over 8031.10 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2894, pruned_loss=0.05154, over 2478575.01 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07162, over 27243.99 utterances.], batch size: 51, lr: 2.33e-04
2022-08-31 18:08:02,602 INFO [train.py:927] (3/8) Epoch 17, batch 18300, giga_loss[loss=0.1714, simple_loss=0.2644, pruned_loss=0.0392, over 12447.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.02893, over 80.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2889, pruned_loss=0.05294, over 2476322.88 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06815, over 24123.23 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2883, pruned_loss=0.06238, over 2467113.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06161, over 7964.15 utterances.], giga_tot_loss[loss=0.1965, simple_loss=0.2893, pruned_loss=0.05183, over 2478275.00 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06947, over 26444.18 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 18:10:11,778 INFO [train.py:927] (3/8) Epoch 17, batch 18350, giga_loss[loss=0.1627, simple_loss=0.2561, pruned_loss=0.03465, over 12180.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04325, over 28.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2861, pruned_loss=0.05212, over 2477182.29 frames. utt_duration=407 frames, utt_pad_proportion=0.07111, over 24413.33 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2885, pruned_loss=0.0625, over 2467022.98 frames. utt_duration=1239 frames, utt_pad_proportion=0.06207, over 7976.58 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2862, pruned_loss=0.05105, over 2478883.36 frames. utt_duration=377.1 frames, utt_pad_proportion=0.07184, over 26373.02 utterances.], batch size: 28, lr: 2.33e-04
2022-08-31 18:12:16,336 INFO [train.py:927] (3/8) Epoch 17, batch 18400, giga_loss[loss=0.1752, simple_loss=0.2671, pruned_loss=0.04165, over 12478.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.02696, over 55.00 utterances.], tot_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.052, over 2477603.95 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07443, over 24838.61 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2881, pruned_loss=0.06224, over 2466847.32 frames. utt_duration=1245 frames, utt_pad_proportion=0.06032, over 7933.35 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2848, pruned_loss=0.05098, over 2479534.52 frames. utt_duration=367 frames, utt_pad_proportion=0.07545, over 27109.12 utterances.], batch size: 55, lr: 2.33e-04
2022-08-31 18:14:19,065 INFO [train.py:927] (3/8) Epoch 17, batch 18450, giga_loss[loss=0.1762, simple_loss=0.2655, pruned_loss=0.04348, over 12361.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04864, over 34.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2862, pruned_loss=0.05289, over 2478046.96 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07001, over 24234.48 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2885, pruned_loss=0.06249, over 2467292.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.05976, over 7948.68 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.286, pruned_loss=0.05168, over 2479374.65 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07139, over 26325.50 utterances.], batch size: 34, lr: 2.33e-04
2022-08-31 18:16:17,477 INFO [train.py:927] (3/8) Epoch 17, batch 18500, giga_loss[loss=0.1992, simple_loss=0.2923, pruned_loss=0.05308, over 12436.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03746, over 133.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2861, pruned_loss=0.0539, over 2477460.04 frames. utt_duration=404.6 frames, utt_pad_proportion=0.07305, over 24562.68 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2883, pruned_loss=0.06247, over 2466881.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06181, over 7980.94 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2861, pruned_loss=0.05252, over 2479449.29 frames. utt_duration=368.2 frames, utt_pad_proportion=0.07367, over 27018.92 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:18:31,005 INFO [train.py:927] (3/8) Epoch 17, batch 18550, giga_loss[loss=0.2014, simple_loss=0.2991, pruned_loss=0.05185, over 12406.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05201, over 161.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2873, pruned_loss=0.05373, over 2477397.82 frames. utt_duration=401.4 frames, utt_pad_proportion=0.07128, over 24761.51 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2881, pruned_loss=0.06247, over 2466812.45 frames. utt_duration=1243 frames, utt_pad_proportion=0.06093, over 7949.56 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2874, pruned_loss=0.0525, over 2479205.50 frames. utt_duration=368.2 frames, utt_pad_proportion=0.0722, over 27016.42 utterances.], batch size: 161, lr: 2.33e-04
2022-08-31 18:20:46,382 INFO [train.py:927] (3/8) Epoch 17, batch 18600, libri_loss[loss=0.2157, simple_loss=0.2944, pruned_loss=0.06854, over 12431.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01429, over 40.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2867, pruned_loss=0.05363, over 2477191.22 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06911, over 24479.57 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06242, over 2466588.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05924, over 7909.50 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.287, pruned_loss=0.05235, over 2479204.93 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07056, over 26922.36 utterances.], batch size: 40, lr: 2.33e-04
2022-08-31 18:22:49,814 INFO [train.py:927] (3/8) Epoch 17, batch 18650, giga_loss[loss=0.1821, simple_loss=0.2749, pruned_loss=0.04464, over 12379.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0458, over 146.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2823, pruned_loss=0.05248, over 2477632.20 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06787, over 24346.81 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.06231, over 2466617.26 frames. utt_duration=1241 frames, utt_pad_proportion=0.06248, over 7961.61 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2826, pruned_loss=0.05132, over 2479505.99 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06831, over 26695.86 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:24:37,407 INFO [train.py:927] (3/8) Epoch 17, batch 18700, giga_loss[loss=0.1976, simple_loss=0.2856, pruned_loss=0.05483, over 12400.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07783, over 213.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.282, pruned_loss=0.05246, over 2477119.07 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06822, over 24526.40 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2873, pruned_loss=0.06207, over 2466600.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.06121, over 7932.31 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2824, pruned_loss=0.05147, over 2478914.54 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06895, over 26899.78 utterances.], batch size: 213, lr: 2.33e-04
2022-08-31 18:26:36,419 INFO [train.py:927] (3/8) Epoch 17, batch 18750, giga_loss[loss=0.1578, simple_loss=0.2464, pruned_loss=0.03462, over 12363.00 frames. utt_duration=139.3 frames, utt_pad_proportion=0.1806, over 358.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2804, pruned_loss=0.05117, over 2477496.98 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07022, over 24869.86 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.06201, over 2466329.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.06039, over 7934.33 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2805, pruned_loss=0.05015, over 2479509.71 frames. utt_duration=365.3 frames, utt_pad_proportion=0.07093, over 27237.64 utterances.], batch size: 358, lr: 2.33e-04
2022-08-31 18:28:49,179 INFO [train.py:927] (3/8) Epoch 17, batch 18800, giga_loss[loss=0.165, simple_loss=0.261, pruned_loss=0.03446, over 12356.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02716, over 66.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2787, pruned_loss=0.05033, over 2477300.18 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06975, over 25171.71 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06187, over 2466173.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.06015, over 7910.05 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.279, pruned_loss=0.04956, over 2479121.25 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07043, over 27211.89 utterances.], batch size: 66, lr: 2.33e-04
2022-08-31 18:30:58,926 INFO [train.py:927] (3/8) Epoch 17, batch 18850, giga_loss[loss=0.1763, simple_loss=0.2684, pruned_loss=0.04209, over 12383.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07111, over 211.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2786, pruned_loss=0.04986, over 2477556.05 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06818, over 24413.83 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06174, over 2466002.45 frames. utt_duration=1253 frames, utt_pad_proportion=0.0593, over 7879.11 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2788, pruned_loss=0.04915, over 2479331.61 frames. utt_duration=377.6 frames, utt_pad_proportion=0.0691, over 26345.05 utterances.], batch size: 211, lr: 2.33e-04
2022-08-31 18:32:55,222 INFO [train.py:927] (3/8) Epoch 17, batch 18900, giga_loss[loss=0.1807, simple_loss=0.2706, pruned_loss=0.04541, over 12415.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03096, over 122.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.2779, pruned_loss=0.04948, over 2477905.86 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06959, over 24840.73 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.06159, over 2465987.38 frames. utt_duration=1252 frames, utt_pad_proportion=0.05946, over 7889.70 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.2782, pruned_loss=0.04891, over 2479490.05 frames. utt_duration=374.3 frames, utt_pad_proportion=0.07022, over 26582.59 utterances.], batch size: 122, lr: 2.33e-04
2022-08-31 18:34:55,986 INFO [train.py:927] (3/8) Epoch 17, batch 18950, giga_loss[loss=0.1807, simple_loss=0.2819, pruned_loss=0.03972, over 12394.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2802, pruned_loss=0.04923, over 2478289.11 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06838, over 25439.64 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06159, over 2465871.37 frames. utt_duration=1253 frames, utt_pad_proportion=0.059, over 7881.81 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2803, pruned_loss=0.04867, over 2479738.92 frames. utt_duration=369.1 frames, utt_pad_proportion=0.06907, over 26961.43 utterances.], batch size: 133, lr: 2.33e-04
2022-08-31 18:36:53,717 INFO [train.py:927] (3/8) Epoch 17, batch 19000, giga_loss[loss=0.1828, simple_loss=0.2748, pruned_loss=0.04542, over 12402.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07484, over 213.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05024, over 2477884.62 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06585, over 25021.65 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.06156, over 2465759.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.05833, over 7862.67 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2823, pruned_loss=0.04968, over 2479311.53 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06673, over 26467.23 utterances.], batch size: 213, lr: 2.33e-04
2022-08-31 18:38:53,769 INFO [train.py:927] (3/8) Epoch 17, batch 19050, giga_loss[loss=0.202, simple_loss=0.2906, pruned_loss=0.05672, over 12417.00 frames. utt_duration=622 frames, utt_pad_proportion=0.0326, over 80.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04959, over 2477644.58 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0612, over 23685.56 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06147, over 2465445.19 frames. utt_duration=1258 frames, utt_pad_proportion=0.05741, over 7845.43 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2813, pruned_loss=0.04894, over 2479388.85 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06246, over 25252.00 utterances.], batch size: 80, lr: 2.33e-04
2022-08-31 18:40:58,449 INFO [train.py:927] (3/8) Epoch 17, batch 19100, giga_loss[loss=0.1815, simple_loss=0.278, pruned_loss=0.04246, over 12389.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2803, pruned_loss=0.04956, over 2477962.05 frames. utt_duration=419.2 frames, utt_pad_proportion=0.062, over 23712.77 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2865, pruned_loss=0.06169, over 2465435.45 frames. utt_duration=1241 frames, utt_pad_proportion=0.06371, over 7954.68 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04872, over 2479527.87 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06138, over 25072.29 utterances.], batch size: 146, lr: 2.33e-04
2022-08-31 18:43:04,908 INFO [train.py:927] (3/8) Epoch 17, batch 19150, giga_loss[loss=0.1908, simple_loss=0.2907, pruned_loss=0.04542, over 12403.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06432, over 183.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2821, pruned_loss=0.05028, over 2477957.01 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06188, over 23569.17 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2869, pruned_loss=0.06185, over 2465728.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.0622, over 7933.27 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2816, pruned_loss=0.04916, over 2479277.62 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06179, over 25085.68 utterances.], batch size: 183, lr: 2.33e-04
2022-08-31 18:45:00,721 INFO [train.py:927] (3/8) Epoch 17, batch 19200, giga_loss[loss=0.2253, simple_loss=0.3059, pruned_loss=0.07237, over 12399.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2833, pruned_loss=0.05075, over 2477765.87 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06309, over 24191.27 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.287, pruned_loss=0.06181, over 2465521.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.06113, over 7924.92 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2827, pruned_loss=0.04965, over 2479285.33 frames. utt_duration=386 frames, utt_pad_proportion=0.06324, over 25770.86 utterances.], batch size: 258, lr: 2.33e-04
2022-08-31 18:46:58,789 INFO [train.py:927] (3/8) Epoch 17, batch 19250, giga_loss[loss=0.2065, simple_loss=0.2884, pruned_loss=0.06234, over 12439.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03467, over 43.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2849, pruned_loss=0.05131, over 2477207.56 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06383, over 23770.37 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2869, pruned_loss=0.06175, over 2465335.27 frames. utt_duration=1246 frames, utt_pad_proportion=0.06049, over 7926.29 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2844, pruned_loss=0.05018, over 2478928.06 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06409, over 25462.95 utterances.], batch size: 43, lr: 2.33e-04
2022-08-31 18:49:17,976 INFO [train.py:927] (3/8) Epoch 17, batch 19300, libri_loss[loss=0.222, simple_loss=0.3023, pruned_loss=0.07092, over 12462.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005204, over 35.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2839, pruned_loss=0.05139, over 2477719.76 frames. utt_duration=413 frames, utt_pad_proportion=0.06511, over 24067.16 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06184, over 2465343.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05961, over 7897.02 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2836, pruned_loss=0.05021, over 2479293.95 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06551, over 25735.29 utterances.], batch size: 35, lr: 2.33e-04
2022-08-31 18:51:15,022 INFO [train.py:927] (3/8) Epoch 17, batch 19350, giga_loss[loss=0.2693, simple_loss=0.3482, pruned_loss=0.09515, over 12439.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.03678, over 98.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2838, pruned_loss=0.05162, over 2478076.78 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06623, over 24369.64 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2868, pruned_loss=0.06191, over 2465550.24 frames. utt_duration=1253 frames, utt_pad_proportion=0.05872, over 7879.21 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2835, pruned_loss=0.05043, over 2479362.27 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06677, over 26012.09 utterances.], batch size: 98, lr: 2.33e-04
2022-08-31 18:53:22,640 INFO [train.py:927] (3/8) Epoch 17, batch 19400, giga_loss[loss=0.1842, simple_loss=0.2596, pruned_loss=0.05439, over 12362.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2831, pruned_loss=0.05176, over 2477498.95 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06557, over 24363.53 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2864, pruned_loss=0.06171, over 2465302.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05835, over 7859.47 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2832, pruned_loss=0.0509, over 2478822.81 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06615, over 25809.53 utterances.], batch size: 356, lr: 2.32e-04
2022-08-31 18:55:28,015 INFO [train.py:927] (3/8) Epoch 17, batch 19450, giga_loss[loss=0.1835, simple_loss=0.2906, pruned_loss=0.03821, over 12226.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.02984, over 39.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05056, over 2477060.28 frames. utt_duration=416 frames, utt_pad_proportion=0.06451, over 23888.68 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2861, pruned_loss=0.06159, over 2465431.80 frames. utt_duration=1262 frames, utt_pad_proportion=0.05719, over 7823.02 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.282, pruned_loss=0.04971, over 2478319.21 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06539, over 25505.46 utterances.], batch size: 39, lr: 2.32e-04
2022-08-31 18:57:18,547 INFO [train.py:927] (3/8) Epoch 17, batch 19500, giga_loss[loss=0.1852, simple_loss=0.2816, pruned_loss=0.04443, over 12435.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05176, over 162.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2828, pruned_loss=0.04992, over 2476719.28 frames. utt_duration=422.1 frames, utt_pad_proportion=0.0645, over 23538.96 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2855, pruned_loss=0.06136, over 2465163.03 frames. utt_duration=1268 frames, utt_pad_proportion=0.05658, over 7784.89 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2834, pruned_loss=0.04925, over 2478144.48 frames. utt_duration=395.7 frames, utt_pad_proportion=0.0654, over 25125.79 utterances.], batch size: 162, lr: 2.32e-04
2022-08-31 18:59:29,528 INFO [train.py:927] (3/8) Epoch 17, batch 19550, giga_loss[loss=0.1695, simple_loss=0.2535, pruned_loss=0.04274, over 12395.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1876, over 362.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2833, pruned_loss=0.04983, over 2477419.97 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06584, over 23976.81 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2855, pruned_loss=0.06116, over 2465439.15 frames. utt_duration=1273 frames, utt_pad_proportion=0.05565, over 7755.67 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2837, pruned_loss=0.04922, over 2478565.12 frames. utt_duration=388 frames, utt_pad_proportion=0.06675, over 25630.74 utterances.], batch size: 362, lr: 2.32e-04
2022-08-31 19:01:43,410 INFO [train.py:927] (3/8) Epoch 17, batch 19600, giga_loss[loss=0.2023, simple_loss=0.2987, pruned_loss=0.05299, over 12431.00 frames. utt_duration=339.6 frames, utt_pad_proportion=0.04872, over 147.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2844, pruned_loss=0.04984, over 2478445.47 frames. utt_duration=411 frames, utt_pad_proportion=0.06566, over 24193.74 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.286, pruned_loss=0.0612, over 2465940.94 frames. utt_duration=1277 frames, utt_pad_proportion=0.05481, over 7733.68 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2841, pruned_loss=0.04908, over 2479115.08 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06667, over 25844.98 utterances.], batch size: 147, lr: 2.32e-04
2022-08-31 19:03:57,721 INFO [train.py:927] (3/8) Epoch 17, batch 19650, giga_loss[loss=0.1718, simple_loss=0.2738, pruned_loss=0.03486, over 12414.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0504, over 34.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2863, pruned_loss=0.05069, over 2478336.98 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06846, over 24030.72 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06152, over 2466054.56 frames. utt_duration=1257 frames, utt_pad_proportion=0.0631, over 7855.96 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2854, pruned_loss=0.04947, over 2479171.77 frames. utt_duration=386.1 frames, utt_pad_proportion=0.067, over 25766.06 utterances.], batch size: 34, lr: 2.32e-04
2022-08-31 19:06:15,821 INFO [train.py:927] (3/8) Epoch 17, batch 19700, giga_loss[loss=0.1684, simple_loss=0.2577, pruned_loss=0.03952, over 12304.00 frames. utt_duration=849.8 frames, utt_pad_proportion=0.03646, over 58.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2869, pruned_loss=0.05123, over 2477992.14 frames. utt_duration=424.7 frames, utt_pad_proportion=0.06613, over 23403.58 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.06131, over 2466069.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.06245, over 7831.23 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2867, pruned_loss=0.05032, over 2478801.28 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06528, over 25015.73 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 19:08:33,355 INFO [train.py:927] (3/8) Epoch 17, batch 19750, giga_loss[loss=0.1752, simple_loss=0.2674, pruned_loss=0.04154, over 12380.00 frames. utt_duration=141 frames, utt_pad_proportion=0.1703, over 354.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.285, pruned_loss=0.05062, over 2478311.83 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06606, over 23246.66 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2863, pruned_loss=0.06137, over 2466333.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.06202, over 7839.00 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2849, pruned_loss=0.04951, over 2479118.42 frames. utt_duration=397.4 frames, utt_pad_proportion=0.06552, over 25023.15 utterances.], batch size: 354, lr: 2.32e-04
2022-08-31 19:10:35,884 INFO [train.py:927] (3/8) Epoch 17, batch 19800, giga_loss[loss=0.2107, simple_loss=0.3003, pruned_loss=0.06053, over 12350.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2851, pruned_loss=0.05056, over 2478020.85 frames. utt_duration=410.8 frames, utt_pad_proportion=0.07061, over 24200.23 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06143, over 2466089.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.06151, over 7832.62 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2848, pruned_loss=0.04955, over 2478963.08 frames. utt_duration=386.5 frames, utt_pad_proportion=0.07007, over 25733.20 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 19:12:30,547 INFO [train.py:927] (3/8) Epoch 17, batch 19850, giga_loss[loss=0.2153, simple_loss=0.3014, pruned_loss=0.06458, over 12363.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02899, over 91.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.287, pruned_loss=0.05172, over 2477816.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06999, over 24388.48 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2867, pruned_loss=0.06154, over 2466386.18 frames. utt_duration=1260 frames, utt_pad_proportion=0.06032, over 7838.38 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2866, pruned_loss=0.05049, over 2478671.10 frames. utt_duration=380.6 frames, utt_pad_proportion=0.07003, over 26131.89 utterances.], batch size: 91, lr: 2.32e-04
2022-08-31 19:14:19,649 INFO [train.py:927] (3/8) Epoch 17, batch 19900, giga_loss[loss=0.1886, simple_loss=0.281, pruned_loss=0.04814, over 12424.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2854, pruned_loss=0.05156, over 2477434.67 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06851, over 24306.98 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2867, pruned_loss=0.0616, over 2466342.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05999, over 7845.77 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.285, pruned_loss=0.05009, over 2478641.40 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06885, over 26406.49 utterances.], batch size: 133, lr: 2.32e-04
2022-08-31 19:16:14,723 INFO [train.py:927] (3/8) Epoch 17, batch 19950, giga_loss[loss=0.1919, simple_loss=0.2941, pruned_loss=0.0448, over 12431.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03728, over 86.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2876, pruned_loss=0.05319, over 2477388.97 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07295, over 25132.64 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06168, over 2466354.64 frames. utt_duration=1259 frames, utt_pad_proportion=0.05962, over 7844.35 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2871, pruned_loss=0.05187, over 2478413.34 frames. utt_duration=369.3 frames, utt_pad_proportion=0.07305, over 26932.71 utterances.], batch size: 86, lr: 2.32e-04
2022-08-31 19:17:59,470 INFO [train.py:927] (3/8) Epoch 17, batch 20000, giga_loss[loss=0.1965, simple_loss=0.2898, pruned_loss=0.05166, over 12396.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.292, pruned_loss=0.05489, over 2475987.82 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07212, over 24019.34 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06171, over 2466256.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.05857, over 7807.59 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2918, pruned_loss=0.05365, over 2477121.75 frames. utt_duration=384.6 frames, utt_pad_proportion=0.07258, over 25847.04 utterances.], batch size: 122, lr: 2.32e-04
2022-08-31 19:19:41,860 INFO [train.py:927] (3/8) Epoch 17, batch 20050, giga_loss[loss=0.2212, simple_loss=0.317, pruned_loss=0.06272, over 12399.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0637, over 183.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2896, pruned_loss=0.05449, over 2476102.54 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07159, over 23109.35 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2865, pruned_loss=0.06156, over 2466436.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05847, over 7815.28 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2898, pruned_loss=0.05353, over 2477009.69 frames. utt_duration=400.4 frames, utt_pad_proportion=0.07213, over 24826.71 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 19:21:26,400 INFO [train.py:927] (3/8) Epoch 17, batch 20100, giga_loss[loss=0.161, simple_loss=0.2419, pruned_loss=0.0401, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02995, over 42.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2829, pruned_loss=0.05252, over 2475673.75 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07584, over 22818.69 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2861, pruned_loss=0.0614, over 2466428.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05763, over 7800.02 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2833, pruned_loss=0.05167, over 2476670.61 frames. utt_duration=404 frames, utt_pad_proportion=0.07634, over 24602.58 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 19:23:10,753 INFO [train.py:927] (3/8) Epoch 17, batch 20150, giga_loss[loss=0.1708, simple_loss=0.2561, pruned_loss=0.04274, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03355, over 104.00 utterances.], tot_loss[loss=0.1872, simple_loss=0.275, pruned_loss=0.04967, over 2474388.87 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07213, over 21756.92 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2859, pruned_loss=0.06133, over 2466189.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.05713, over 7785.29 utterances.], giga_tot_loss[loss=0.1866, simple_loss=0.2754, pruned_loss=0.04886, over 2475552.04 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07301, over 23442.91 utterances.], batch size: 104, lr: 2.32e-04
2022-08-31 19:24:53,506 INFO [train.py:927] (3/8) Epoch 17, batch 20200, giga_loss[loss=0.1609, simple_loss=0.2486, pruned_loss=0.03658, over 12447.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03554, over 86.00 utterances.], tot_loss[loss=0.1832, simple_loss=0.2701, pruned_loss=0.04814, over 2474582.47 frames. utt_duration=452 frames, utt_pad_proportion=0.07559, over 21968.25 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.286, pruned_loss=0.0614, over 2466277.04 frames. utt_duration=1268 frames, utt_pad_proportion=0.05682, over 7787.41 utterances.], giga_tot_loss[loss=0.1824, simple_loss=0.2702, pruned_loss=0.04733, over 2475489.69 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07622, over 23420.37 utterances.], batch size: 86, lr: 2.32e-04
2022-08-31 19:26:44,388 INFO [train.py:927] (3/8) Epoch 17, batch 20250, libri_loss[loss=0.1816, simple_loss=0.2705, pruned_loss=0.04639, over 12450.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006041, over 35.00 utterances.], tot_loss[loss=0.1798, simple_loss=0.266, pruned_loss=0.04678, over 2474486.50 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07239, over 21119.00 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2863, pruned_loss=0.06143, over 2466775.25 frames. utt_duration=1263 frames, utt_pad_proportion=0.05701, over 7821.23 utterances.], giga_tot_loss[loss=0.1784, simple_loss=0.2654, pruned_loss=0.04575, over 2474921.97 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07316, over 22566.90 utterances.], batch size: 35, lr: 2.32e-04
2022-08-31 19:28:29,020 INFO [train.py:927] (3/8) Epoch 17, batch 20300, giga_loss[loss=0.1539, simple_loss=0.2398, pruned_loss=0.03402, over 12352.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.03393, over 26.00 utterances.], tot_loss[loss=0.1751, simple_loss=0.2608, pruned_loss=0.04473, over 2474148.98 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07191, over 20777.85 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.06141, over 2466374.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05657, over 7810.04 utterances.], giga_tot_loss[loss=0.1739, simple_loss=0.2602, pruned_loss=0.04381, over 2474922.91 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07272, over 22045.07 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 19:30:11,985 INFO [train.py:927] (3/8) Epoch 17, batch 20350, giga_loss[loss=0.1632, simple_loss=0.235, pruned_loss=0.04572, over 12371.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.2011, over 368.00 utterances.], tot_loss[loss=0.1709, simple_loss=0.2558, pruned_loss=0.04303, over 2473989.83 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07325, over 20492.20 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06121, over 2466496.16 frames. utt_duration=1264 frames, utt_pad_proportion=0.05656, over 7817.60 utterances.], giga_tot_loss[loss=0.1698, simple_loss=0.2553, pruned_loss=0.04218, over 2474657.38 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07394, over 21716.51 utterances.], batch size: 368, lr: 2.32e-04
2022-08-31 19:31:55,390 INFO [train.py:927] (3/8) Epoch 17, batch 20400, giga_loss[loss=0.1773, simple_loss=0.2599, pruned_loss=0.04739, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0333, over 39.00 utterances.], tot_loss[loss=0.168, simple_loss=0.2524, pruned_loss=0.04184, over 2473426.92 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06709, over 19589.20 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2858, pruned_loss=0.06121, over 2466229.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.0559, over 7802.42 utterances.], giga_tot_loss[loss=0.1667, simple_loss=0.2515, pruned_loss=0.04094, over 2474267.80 frames. utt_duration=479 frames, utt_pad_proportion=0.06826, over 20726.06 utterances.], batch size: 39, lr: 2.32e-04
2022-08-31 19:33:39,640 INFO [train.py:927] (3/8) Epoch 17, batch 20450, giga_loss[loss=0.1922, simple_loss=0.276, pruned_loss=0.05418, over 12452.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.177, simple_loss=0.2614, pruned_loss=0.04632, over 2473412.64 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07008, over 19776.06 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2861, pruned_loss=0.0615, over 2466677.90 frames. utt_duration=1257 frames, utt_pad_proportion=0.05989, over 7861.15 utterances.], giga_tot_loss[loss=0.175, simple_loss=0.26, pruned_loss=0.04503, over 2473805.41 frames. utt_duration=476.4 frames, utt_pad_proportion=0.06963, over 20836.49 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 19:35:24,163 INFO [train.py:927] (3/8) Epoch 17, batch 20500, libri_loss[loss=0.1662, simple_loss=0.2416, pruned_loss=0.04542, over 12479.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008258, over 29.00 utterances.], tot_loss[loss=0.185, simple_loss=0.2701, pruned_loss=0.04991, over 2473096.72 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06682, over 18790.59 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2858, pruned_loss=0.0615, over 2466658.87 frames. utt_duration=1258 frames, utt_pad_proportion=0.05871, over 7852.07 utterances.], giga_tot_loss[loss=0.1828, simple_loss=0.2686, pruned_loss=0.04846, over 2473636.56 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06715, over 20027.28 utterances.], batch size: 29, lr: 2.32e-04
2022-08-31 19:37:09,778 INFO [train.py:927] (3/8) Epoch 17, batch 20550, giga_loss[loss=0.2026, simple_loss=0.2966, pruned_loss=0.05433, over 12318.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2756, pruned_loss=0.05138, over 2472980.11 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06719, over 18915.27 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2858, pruned_loss=0.06152, over 2466674.51 frames. utt_duration=1256 frames, utt_pad_proportion=0.05889, over 7865.07 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2743, pruned_loss=0.05009, over 2473487.82 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06745, over 20027.41 utterances.], batch size: 70, lr: 2.32e-04
2022-08-31 19:38:53,382 INFO [train.py:927] (3/8) Epoch 17, batch 20600, giga_loss[loss=0.2275, simple_loss=0.3261, pruned_loss=0.06442, over 12426.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03854, over 105.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2792, pruned_loss=0.05291, over 2472683.89 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06652, over 18976.02 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2857, pruned_loss=0.06141, over 2466721.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05763, over 7825.66 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.278, pruned_loss=0.05171, over 2473219.20 frames. utt_duration=491.5 frames, utt_pad_proportion=0.06725, over 20190.57 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 19:40:36,342 INFO [train.py:927] (3/8) Epoch 17, batch 20650, giga_loss[loss=0.1956, simple_loss=0.2944, pruned_loss=0.04846, over 12440.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.0322, over 75.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2854, pruned_loss=0.05584, over 2472710.16 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06861, over 19029.60 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2865, pruned_loss=0.06149, over 2466626.27 frames. utt_duration=1268 frames, utt_pad_proportion=0.05685, over 7791.43 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2835, pruned_loss=0.05468, over 2473315.16 frames. utt_duration=491 frames, utt_pad_proportion=0.06938, over 20208.29 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 19:42:16,703 INFO [train.py:927] (3/8) Epoch 17, batch 20700, giga_loss[loss=0.1885, simple_loss=0.2859, pruned_loss=0.04556, over 12258.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03359, over 28.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2885, pruned_loss=0.05705, over 2472901.23 frames. utt_duration=513.5 frames, utt_pad_proportion=0.07795, over 19317.05 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.286, pruned_loss=0.06125, over 2466653.40 frames. utt_duration=1271 frames, utt_pad_proportion=0.0568, over 7774.89 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2875, pruned_loss=0.05617, over 2473544.17 frames. utt_duration=481 frames, utt_pad_proportion=0.0782, over 20631.50 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 19:43:58,449 INFO [train.py:927] (3/8) Epoch 17, batch 20750, giga_loss[loss=0.2001, simple_loss=0.2915, pruned_loss=0.05437, over 12146.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.04115, over 33.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2896, pruned_loss=0.05681, over 2471816.03 frames. utt_duration=539.8 frames, utt_pad_proportion=0.07411, over 18366.95 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2854, pruned_loss=0.06122, over 2466266.13 frames. utt_duration=1276 frames, utt_pad_proportion=0.05584, over 7742.23 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2895, pruned_loss=0.05597, over 2472944.43 frames. utt_duration=498.1 frames, utt_pad_proportion=0.07519, over 19920.09 utterances.], batch size: 33, lr: 2.32e-04
2022-08-31 19:45:42,023 INFO [train.py:927] (3/8) Epoch 17, batch 20800, giga_loss[loss=0.1863, simple_loss=0.2859, pruned_loss=0.04334, over 12336.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03175, over 85.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05646, over 2472467.25 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06846, over 17700.85 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2855, pruned_loss=0.06128, over 2466234.22 frames. utt_duration=1277 frames, utt_pad_proportion=0.05539, over 7736.81 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2908, pruned_loss=0.05571, over 2473439.09 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06995, over 19020.16 utterances.], batch size: 85, lr: 2.32e-04
2022-08-31 19:47:27,760 INFO [train.py:927] (3/8) Epoch 17, batch 20850, giga_loss[loss=0.3116, simple_loss=0.3593, pruned_loss=0.1319, over 12388.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2918, pruned_loss=0.0574, over 2472508.27 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06631, over 17325.59 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2853, pruned_loss=0.06139, over 2466389.98 frames. utt_duration=1282 frames, utt_pad_proportion=0.05441, over 7702.69 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.292, pruned_loss=0.0566, over 2473307.69 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06814, over 18632.62 utterances.], batch size: 211, lr: 2.32e-04
2022-08-31 19:49:10,047 INFO [train.py:927] (3/8) Epoch 17, batch 20900, giga_loss[loss=0.2379, simple_loss=0.3163, pruned_loss=0.07979, over 12459.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03065, over 75.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2936, pruned_loss=0.05947, over 2472788.17 frames. utt_duration=572.4 frames, utt_pad_proportion=0.07037, over 17326.25 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2851, pruned_loss=0.06134, over 2466093.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.05383, over 7692.18 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2942, pruned_loss=0.05877, over 2473892.54 frames. utt_duration=531.3 frames, utt_pad_proportion=0.07191, over 18675.89 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 19:50:52,014 INFO [train.py:927] (3/8) Epoch 17, batch 20950, giga_loss[loss=0.2105, simple_loss=0.2967, pruned_loss=0.06215, over 12467.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04047, over 31.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2932, pruned_loss=0.0602, over 2472992.86 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06965, over 17346.68 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2853, pruned_loss=0.06143, over 2466070.79 frames. utt_duration=1274 frames, utt_pad_proportion=0.05676, over 7751.69 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2937, pruned_loss=0.05953, over 2474132.69 frames. utt_duration=531.1 frames, utt_pad_proportion=0.07023, over 18688.29 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 19:52:32,980 INFO [train.py:927] (3/8) Epoch 17, batch 21000, giga_loss[loss=0.1967, simple_loss=0.2872, pruned_loss=0.05307, over 12424.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06146, over 183.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2925, pruned_loss=0.05998, over 2473141.03 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06571, over 16979.26 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2857, pruned_loss=0.06173, over 2466291.35 frames. utt_duration=1260 frames, utt_pad_proportion=0.06019, over 7836.29 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2928, pruned_loss=0.05914, over 2474087.84 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06536, over 18273.26 utterances.], batch size: 183, lr: 2.32e-04
2022-08-31 19:52:32,981 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 19:52:46,235 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1762, simple_loss=0.2839, pruned_loss=0.03425, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 19:54:29,299 INFO [train.py:927] (3/8) Epoch 17, batch 21050, giga_loss[loss=0.1969, simple_loss=0.2873, pruned_loss=0.05328, over 12310.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2921, pruned_loss=0.05961, over 2473862.92 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06442, over 17857.08 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.286, pruned_loss=0.06189, over 2466416.72 frames. utt_duration=1260 frames, utt_pad_proportion=0.05947, over 7836.75 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2922, pruned_loss=0.05878, over 2474601.66 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06453, over 19001.26 utterances.], batch size: 66, lr: 2.32e-04
2022-08-31 19:56:11,671 INFO [train.py:927] (3/8) Epoch 17, batch 21100, giga_loss[loss=0.1756, simple_loss=0.2625, pruned_loss=0.04428, over 12374.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2894, pruned_loss=0.05852, over 2474486.24 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06337, over 17749.17 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2869, pruned_loss=0.06197, over 2466759.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.05786, over 7822.55 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2889, pruned_loss=0.05767, over 2475065.06 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06422, over 19064.79 utterances.], batch size: 161, lr: 2.32e-04
2022-08-31 19:58:01,789 INFO [train.py:927] (3/8) Epoch 17, batch 21150, giga_loss[loss=0.1851, simple_loss=0.2599, pruned_loss=0.05514, over 12332.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.1963, over 367.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2864, pruned_loss=0.05812, over 2474398.82 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07715, over 19810.70 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2871, pruned_loss=0.0621, over 2466743.55 frames. utt_duration=1260 frames, utt_pad_proportion=0.05797, over 7840.28 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2857, pruned_loss=0.05727, over 2474963.06 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07702, over 20966.85 utterances.], batch size: 367, lr: 2.32e-04
2022-08-31 19:59:43,912 INFO [train.py:927] (3/8) Epoch 17, batch 21200, giga_loss[loss=0.1739, simple_loss=0.2593, pruned_loss=0.04426, over 12373.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.03782, over 26.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2859, pruned_loss=0.05784, over 2474549.14 frames. utt_duration=514.7 frames, utt_pad_proportion=0.07427, over 19286.76 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2872, pruned_loss=0.06223, over 2466780.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05763, over 7839.91 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2853, pruned_loss=0.05703, over 2475022.09 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07448, over 20295.58 utterances.], batch size: 26, lr: 2.32e-04
2022-08-31 20:01:25,968 INFO [train.py:927] (3/8) Epoch 17, batch 21250, giga_loss[loss=0.2, simple_loss=0.2849, pruned_loss=0.05754, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03395, over 105.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2835, pruned_loss=0.05743, over 2473966.70 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07608, over 19832.07 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2865, pruned_loss=0.06197, over 2466735.22 frames. utt_duration=1265 frames, utt_pad_proportion=0.05718, over 7810.43 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2835, pruned_loss=0.05696, over 2474492.41 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07635, over 20809.10 utterances.], batch size: 105, lr: 2.32e-04
2022-08-31 20:03:05,736 INFO [train.py:927] (3/8) Epoch 17, batch 21300, giga_loss[loss=0.1675, simple_loss=0.247, pruned_loss=0.04404, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02834, over 45.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2797, pruned_loss=0.05581, over 2473564.26 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07186, over 19003.52 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2865, pruned_loss=0.06195, over 2466933.52 frames. utt_duration=1263 frames, utt_pad_proportion=0.05696, over 7823.27 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2797, pruned_loss=0.0554, over 2473853.24 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07241, over 19870.58 utterances.], batch size: 45, lr: 2.32e-04
2022-08-31 20:04:44,085 INFO [train.py:927] (3/8) Epoch 17, batch 21350, giga_loss[loss=0.1667, simple_loss=0.2465, pruned_loss=0.04345, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04091, over 28.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2773, pruned_loss=0.05506, over 2473477.44 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06823, over 18047.79 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.287, pruned_loss=0.06228, over 2467219.41 frames. utt_duration=1247 frames, utt_pad_proportion=0.06104, over 7925.09 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2767, pruned_loss=0.05433, over 2473592.64 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06759, over 18881.88 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:06:25,869 INFO [train.py:927] (3/8) Epoch 17, batch 21400, libri_loss[loss=0.1669, simple_loss=0.2508, pruned_loss=0.04149, over 12223.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.05564, over 27.00 utterances.], tot_loss[loss=0.1928, simple_loss=0.2762, pruned_loss=0.05471, over 2472957.95 frames. utt_duration=556.4 frames, utt_pad_proportion=0.07199, over 17827.47 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2875, pruned_loss=0.06235, over 2467290.83 frames. utt_duration=1237 frames, utt_pad_proportion=0.06358, over 7988.62 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2749, pruned_loss=0.05377, over 2473183.50 frames. utt_duration=527.3 frames, utt_pad_proportion=0.07038, over 18813.45 utterances.], batch size: 27, lr: 2.32e-04
2022-08-31 20:08:06,920 INFO [train.py:927] (3/8) Epoch 17, batch 21450, giga_loss[loss=0.1496, simple_loss=0.2394, pruned_loss=0.02991, over 12382.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03079, over 62.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2734, pruned_loss=0.0534, over 2473231.06 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06841, over 17255.40 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2876, pruned_loss=0.06237, over 2467422.37 frames. utt_duration=1230 frames, utt_pad_proportion=0.06443, over 8036.61 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2721, pruned_loss=0.05256, over 2473339.37 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0669, over 18072.13 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 20:09:50,255 INFO [train.py:927] (3/8) Epoch 17, batch 21500, giga_loss[loss=0.1901, simple_loss=0.2632, pruned_loss=0.05843, over 12253.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03049, over 42.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2754, pruned_loss=0.05473, over 2473000.02 frames. utt_duration=577 frames, utt_pad_proportion=0.06765, over 17188.93 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06268, over 2467532.63 frames. utt_duration=1227 frames, utt_pad_proportion=0.06403, over 8053.31 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2736, pruned_loss=0.05355, over 2473136.17 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06671, over 18076.58 utterances.], batch size: 42, lr: 2.32e-04
2022-08-31 20:11:33,245 INFO [train.py:927] (3/8) Epoch 17, batch 21550, giga_loss[loss=0.2231, simple_loss=0.3127, pruned_loss=0.06677, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04631, over 146.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2793, pruned_loss=0.05688, over 2473968.68 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06586, over 17199.60 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.288, pruned_loss=0.06265, over 2467904.54 frames. utt_duration=1232 frames, utt_pad_proportion=0.06288, over 8024.31 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.2777, pruned_loss=0.05583, over 2473867.54 frames. utt_duration=547 frames, utt_pad_proportion=0.06566, over 18138.93 utterances.], batch size: 146, lr: 2.32e-04
2022-08-31 20:13:15,134 INFO [train.py:927] (3/8) Epoch 17, batch 21600, giga_loss[loss=0.231, simple_loss=0.3213, pruned_loss=0.07034, over 12451.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.03178, over 92.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2853, pruned_loss=0.05945, over 2474682.31 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06649, over 18290.85 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06286, over 2467884.16 frames. utt_duration=1221 frames, utt_pad_proportion=0.06619, over 8093.50 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2835, pruned_loss=0.05835, over 2474745.74 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06506, over 19158.15 utterances.], batch size: 92, lr: 2.32e-04
2022-08-31 20:14:57,577 INFO [train.py:927] (3/8) Epoch 17, batch 21650, giga_loss[loss=0.2316, simple_loss=0.3227, pruned_loss=0.07021, over 12439.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03164, over 80.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2904, pruned_loss=0.06109, over 2474004.82 frames. utt_duration=533.7 frames, utt_pad_proportion=0.0711, over 18595.35 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2884, pruned_loss=0.06272, over 2467873.75 frames. utt_duration=1225 frames, utt_pad_proportion=0.06521, over 8068.77 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.289, pruned_loss=0.06028, over 2474173.85 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07013, over 19477.06 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 20:16:37,874 INFO [train.py:927] (3/8) Epoch 17, batch 21700, giga_loss[loss=0.2247, simple_loss=0.2958, pruned_loss=0.07682, over 12354.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2912, pruned_loss=0.0611, over 2473605.79 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07937, over 19941.20 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2879, pruned_loss=0.06244, over 2467569.45 frames. utt_duration=1232 frames, utt_pad_proportion=0.06372, over 8021.12 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2907, pruned_loss=0.06068, over 2474214.15 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07894, over 21056.33 utterances.], batch size: 258, lr: 2.32e-04
2022-08-31 20:18:20,965 INFO [train.py:927] (3/8) Epoch 17, batch 21750, giga_loss[loss=0.1854, simple_loss=0.2783, pruned_loss=0.04628, over 12400.00 frames. utt_duration=662.7 frames, utt_pad_proportion=0.03542, over 75.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2896, pruned_loss=0.05895, over 2473558.02 frames. utt_duration=518.6 frames, utt_pad_proportion=0.07522, over 19134.73 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06245, over 2467467.31 frames. utt_duration=1234 frames, utt_pad_proportion=0.06326, over 8004.96 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2893, pruned_loss=0.05859, over 2474164.17 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07526, over 20122.09 utterances.], batch size: 75, lr: 2.32e-04
2022-08-31 20:20:02,848 INFO [train.py:927] (3/8) Epoch 17, batch 21800, giga_loss[loss=0.1837, simple_loss=0.2695, pruned_loss=0.04897, over 12400.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0432, over 31.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2906, pruned_loss=0.05937, over 2472749.92 frames. utt_duration=535.3 frames, utt_pad_proportion=0.07201, over 18527.81 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2877, pruned_loss=0.06234, over 2467116.08 frames. utt_duration=1235 frames, utt_pad_proportion=0.06251, over 7998.52 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2905, pruned_loss=0.05907, over 2473717.40 frames. utt_duration=504.9 frames, utt_pad_proportion=0.0726, over 19654.19 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:21:44,570 INFO [train.py:927] (3/8) Epoch 17, batch 21850, giga_loss[loss=0.2229, simple_loss=0.2965, pruned_loss=0.07466, over 12320.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2034, over 368.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2925, pruned_loss=0.06089, over 2472569.37 frames. utt_duration=544.5 frames, utt_pad_proportion=0.07262, over 18215.29 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2875, pruned_loss=0.06225, over 2467243.31 frames. utt_duration=1238 frames, utt_pad_proportion=0.06179, over 7979.61 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2926, pruned_loss=0.06072, over 2473307.88 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07336, over 19261.08 utterances.], batch size: 368, lr: 2.32e-04
2022-08-31 20:23:29,007 INFO [train.py:927] (3/8) Epoch 17, batch 21900, giga_loss[loss=0.2166, simple_loss=0.3013, pruned_loss=0.06594, over 12352.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04172, over 113.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2939, pruned_loss=0.06181, over 2472891.67 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06653, over 17728.61 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06226, over 2467252.76 frames. utt_duration=1240 frames, utt_pad_proportion=0.06043, over 7968.43 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2941, pruned_loss=0.06161, over 2473705.49 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06814, over 18981.27 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 20:25:11,067 INFO [train.py:927] (3/8) Epoch 17, batch 21950, giga_loss[loss=0.2104, simple_loss=0.2996, pruned_loss=0.06064, over 12417.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03045, over 80.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2951, pruned_loss=0.0627, over 2472816.37 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06857, over 17856.01 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2878, pruned_loss=0.06243, over 2467090.30 frames. utt_duration=1230 frames, utt_pad_proportion=0.06448, over 8034.02 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06238, over 2473664.66 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06821, over 18913.90 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 20:26:53,600 INFO [train.py:927] (3/8) Epoch 17, batch 22000, giga_loss[loss=0.2202, simple_loss=0.3062, pruned_loss=0.06715, over 12379.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03142, over 62.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2974, pruned_loss=0.06357, over 2472225.73 frames. utt_duration=555.1 frames, utt_pad_proportion=0.07097, over 17861.99 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06288, over 2467067.43 frames. utt_duration=1219 frames, utt_pad_proportion=0.06763, over 8103.80 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2971, pruned_loss=0.06295, over 2472981.29 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06947, over 18762.11 utterances.], batch size: 62, lr: 2.32e-04
2022-08-31 20:28:36,897 INFO [train.py:927] (3/8) Epoch 17, batch 22050, libri_loss[loss=0.2086, simple_loss=0.2997, pruned_loss=0.05875, over 12368.00 frames. utt_duration=762.5 frames, utt_pad_proportion=0.1335, over 65.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2972, pruned_loss=0.06374, over 2472407.57 frames. utt_duration=560.4 frames, utt_pad_proportion=0.06935, over 17696.10 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2883, pruned_loss=0.06281, over 2467130.19 frames. utt_duration=1219 frames, utt_pad_proportion=0.06795, over 8107.39 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2971, pruned_loss=0.06333, over 2473019.60 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06809, over 18547.30 utterances.], batch size: 65, lr: 2.32e-04
2022-08-31 20:30:17,623 INFO [train.py:927] (3/8) Epoch 17, batch 22100, giga_loss[loss=0.1983, simple_loss=0.2883, pruned_loss=0.05414, over 12406.00 frames. utt_duration=974.8 frames, utt_pad_proportion=0.02815, over 51.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2965, pruned_loss=0.06372, over 2472771.09 frames. utt_duration=573.3 frames, utt_pad_proportion=0.06551, over 17296.77 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2885, pruned_loss=0.06286, over 2466852.52 frames. utt_duration=1222 frames, utt_pad_proportion=0.06693, over 8081.45 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2965, pruned_loss=0.06336, over 2473596.24 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06504, over 18161.97 utterances.], batch size: 51, lr: 2.32e-04
2022-08-31 20:31:59,630 INFO [train.py:927] (3/8) Epoch 17, batch 22150, giga_loss[loss=0.204, simple_loss=0.2843, pruned_loss=0.06186, over 12397.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04238, over 37.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2968, pruned_loss=0.06361, over 2472017.68 frames. utt_duration=595.2 frames, utt_pad_proportion=0.0665, over 16655.53 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06287, over 2467006.26 frames. utt_duration=1223 frames, utt_pad_proportion=0.06666, over 8077.05 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2967, pruned_loss=0.06333, over 2472549.48 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06619, over 17376.73 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:33:41,148 INFO [train.py:927] (3/8) Epoch 17, batch 22200, libri_loss[loss=0.1852, simple_loss=0.2624, pruned_loss=0.05406, over 12256.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01274, over 28.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2962, pruned_loss=0.06261, over 2471749.65 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06591, over 16218.55 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2885, pruned_loss=0.06277, over 2467120.40 frames. utt_duration=1216 frames, utt_pad_proportion=0.06962, over 8126.92 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2964, pruned_loss=0.06248, over 2472170.18 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06442, over 16900.64 utterances.], batch size: 28, lr: 2.32e-04
2022-08-31 20:35:31,345 INFO [train.py:927] (3/8) Epoch 17, batch 22250, giga_loss[loss=0.2238, simple_loss=0.3196, pruned_loss=0.06404, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03769, over 37.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2955, pruned_loss=0.063, over 2472188.88 frames. utt_duration=590.9 frames, utt_pad_proportion=0.07066, over 16777.08 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2884, pruned_loss=0.06283, over 2467067.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06885, over 8105.13 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2959, pruned_loss=0.06284, over 2472619.25 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0697, over 17454.48 utterances.], batch size: 37, lr: 2.32e-04
2022-08-31 20:37:13,839 INFO [train.py:927] (3/8) Epoch 17, batch 22300, giga_loss[loss=0.2145, simple_loss=0.2918, pruned_loss=0.06861, over 12455.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04129, over 31.00 utterances.], tot_loss[loss=0.2093, simple_loss=0.2939, pruned_loss=0.06233, over 2471751.36 frames. utt_duration=579.9 frames, utt_pad_proportion=0.07037, over 17095.12 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2886, pruned_loss=0.06299, over 2466719.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07139, over 8166.51 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2941, pruned_loss=0.06204, over 2472524.61 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06853, over 17780.11 utterances.], batch size: 31, lr: 2.32e-04
2022-08-31 20:38:56,516 INFO [train.py:927] (3/8) Epoch 17, batch 22350, giga_loss[loss=0.1731, simple_loss=0.2708, pruned_loss=0.03773, over 12363.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05318, over 161.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2922, pruned_loss=0.06159, over 2472618.68 frames. utt_duration=583.6 frames, utt_pad_proportion=0.06557, over 16991.43 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2888, pruned_loss=0.06303, over 2466746.06 frames. utt_duration=1210 frames, utt_pad_proportion=0.07086, over 8164.94 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2923, pruned_loss=0.06132, over 2473288.11 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06448, over 17657.00 utterances.], batch size: 161, lr: 2.32e-04
2022-08-31 20:40:36,886 INFO [train.py:927] (3/8) Epoch 17, batch 22400, giga_loss[loss=0.1859, simple_loss=0.2697, pruned_loss=0.05105, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.0335, over 80.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2892, pruned_loss=0.06029, over 2472335.50 frames. utt_duration=577.4 frames, utt_pad_proportion=0.06646, over 17172.13 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2892, pruned_loss=0.06316, over 2466856.77 frames. utt_duration=1214 frames, utt_pad_proportion=0.06955, over 8139.01 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2888, pruned_loss=0.05989, over 2472892.19 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06609, over 17938.10 utterances.], batch size: 80, lr: 2.32e-04
2022-08-31 20:42:16,113 INFO [train.py:927] (3/8) Epoch 17, batch 22450, giga_loss[loss=0.1901, simple_loss=0.2794, pruned_loss=0.0504, over 12383.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02701, over 91.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2858, pruned_loss=0.05833, over 2472467.57 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06372, over 16875.48 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2896, pruned_loss=0.06334, over 2467044.93 frames. utt_duration=1213 frames, utt_pad_proportion=0.069, over 8146.14 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2852, pruned_loss=0.05778, over 2472878.26 frames. utt_duration=561 frames, utt_pad_proportion=0.06373, over 17679.83 utterances.], batch size: 91, lr: 2.32e-04
2022-08-31 20:43:55,858 INFO [train.py:927] (3/8) Epoch 17, batch 22500, giga_loss[loss=0.1936, simple_loss=0.2855, pruned_loss=0.05081, over 12451.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03444, over 98.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2851, pruned_loss=0.05762, over 2472656.29 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05927, over 16679.54 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2896, pruned_loss=0.06336, over 2467323.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.06836, over 8145.20 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2844, pruned_loss=0.05707, over 2472863.41 frames. utt_duration=566.3 frames, utt_pad_proportion=0.0597, over 17513.52 utterances.], batch size: 98, lr: 2.32e-04
2022-08-31 20:45:38,073 INFO [train.py:927] (3/8) Epoch 17, batch 22550, giga_loss[loss=0.1853, simple_loss=0.2806, pruned_loss=0.04505, over 12406.00 frames. utt_duration=307.7 frames, utt_pad_proportion=0.05609, over 162.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2857, pruned_loss=0.05687, over 2472844.60 frames. utt_duration=591 frames, utt_pad_proportion=0.05521, over 16779.17 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2894, pruned_loss=0.06321, over 2467473.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.06725, over 8113.88 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2854, pruned_loss=0.05643, over 2473005.56 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05608, over 17650.42 utterances.], batch size: 162, lr: 2.32e-04
2022-08-31 20:47:18,362 INFO [train.py:927] (3/8) Epoch 17, batch 22600, giga_loss[loss=0.1844, simple_loss=0.2828, pruned_loss=0.04305, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03228, over 97.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2857, pruned_loss=0.05585, over 2473128.70 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05601, over 17515.98 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2893, pruned_loss=0.06299, over 2467513.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.06624, over 8103.71 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2854, pruned_loss=0.05558, over 2473315.88 frames. utt_duration=539.9 frames, utt_pad_proportion=0.05694, over 18376.02 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 20:48:59,441 INFO [train.py:927] (3/8) Epoch 17, batch 22650, giga_loss[loss=0.215, simple_loss=0.3079, pruned_loss=0.06108, over 12458.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03674, over 123.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2854, pruned_loss=0.0557, over 2473665.50 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05474, over 17918.24 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06277, over 2467726.18 frames. utt_duration=1217 frames, utt_pad_proportion=0.06633, over 8118.90 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2854, pruned_loss=0.05559, over 2473709.97 frames. utt_duration=530.2 frames, utt_pad_proportion=0.05543, over 18715.04 utterances.], batch size: 123, lr: 2.32e-04
2022-08-31 20:50:41,380 INFO [train.py:927] (3/8) Epoch 17, batch 22700, giga_loss[loss=0.202, simple_loss=0.2913, pruned_loss=0.05635, over 12373.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03077, over 97.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2861, pruned_loss=0.05604, over 2474301.31 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05263, over 18032.04 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06282, over 2467795.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.06501, over 8081.85 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.286, pruned_loss=0.0557, over 2474403.36 frames. utt_duration=523.2 frames, utt_pad_proportion=0.05365, over 18972.25 utterances.], batch size: 97, lr: 2.32e-04
2022-08-31 20:52:22,941 INFO [train.py:927] (3/8) Epoch 17, batch 22750, giga_loss[loss=0.1894, simple_loss=0.285, pruned_loss=0.04687, over 12367.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04104, over 113.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2875, pruned_loss=0.0561, over 2474218.38 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05243, over 18066.50 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2889, pruned_loss=0.0628, over 2467880.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06451, over 8073.04 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2875, pruned_loss=0.0558, over 2474277.30 frames. utt_duration=525 frames, utt_pad_proportion=0.05339, over 18907.07 utterances.], batch size: 113, lr: 2.32e-04
2022-08-31 20:54:04,897 INFO [train.py:927] (3/8) Epoch 17, batch 22800, giga_loss[loss=0.1784, simple_loss=0.2716, pruned_loss=0.04254, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02725, over 55.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2886, pruned_loss=0.05679, over 2473688.29 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05558, over 17697.44 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2888, pruned_loss=0.06283, over 2467611.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06264, over 8027.96 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2886, pruned_loss=0.05628, over 2474213.29 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05687, over 18785.05 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 20:55:47,971 INFO [train.py:927] (3/8) Epoch 17, batch 22850, libri_loss[loss=0.2002, simple_loss=0.2841, pruned_loss=0.05817, over 12476.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007547, over 39.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2895, pruned_loss=0.05733, over 2474157.52 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05322, over 17247.90 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2888, pruned_loss=0.0628, over 2467699.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06195, over 8020.47 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2896, pruned_loss=0.05682, over 2474638.91 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05461, over 18351.17 utterances.], batch size: 39, lr: 2.32e-04
2022-08-31 20:57:25,545 INFO [train.py:927] (3/8) Epoch 17, batch 22900, libri_loss[loss=0.1865, simple_loss=0.279, pruned_loss=0.04696, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006154, over 35.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2882, pruned_loss=0.05694, over 2473378.26 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05403, over 17146.99 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2893, pruned_loss=0.06301, over 2467785.47 frames. utt_duration=1220 frames, utt_pad_proportion=0.0657, over 8100.97 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2879, pruned_loss=0.05624, over 2473829.40 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05358, over 18160.67 utterances.], batch size: 35, lr: 2.32e-04
2022-08-31 20:59:04,002 INFO [train.py:927] (3/8) Epoch 17, batch 22950, giga_loss[loss=0.2009, simple_loss=0.3018, pruned_loss=0.05002, over 12363.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04032, over 145.00 utterances.], tot_loss[loss=0.199, simple_loss=0.2862, pruned_loss=0.05586, over 2473418.47 frames. utt_duration=580.5 frames, utt_pad_proportion=0.05374, over 17088.50 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.289, pruned_loss=0.06282, over 2467484.28 frames. utt_duration=1224 frames, utt_pad_proportion=0.06476, over 8073.15 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2862, pruned_loss=0.05537, over 2474171.42 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05367, over 18071.94 utterances.], batch size: 145, lr: 2.32e-04
2022-08-31 21:00:44,709 INFO [train.py:927] (3/8) Epoch 17, batch 23000, libri_loss[loss=0.2129, simple_loss=0.2951, pruned_loss=0.0653, over 12324.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00564, over 36.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2875, pruned_loss=0.05574, over 2473084.71 frames. utt_duration=581 frames, utt_pad_proportion=0.05366, over 17070.15 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2893, pruned_loss=0.06298, over 2467705.57 frames. utt_duration=1224 frames, utt_pad_proportion=0.06376, over 8071.30 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2872, pruned_loss=0.05493, over 2473704.21 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05386, over 18213.39 utterances.], batch size: 36, lr: 2.32e-04
2022-08-31 21:02:24,991 INFO [train.py:927] (3/8) Epoch 17, batch 23050, giga_loss[loss=0.1834, simple_loss=0.2674, pruned_loss=0.04975, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03059, over 55.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2858, pruned_loss=0.05576, over 2472493.50 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05593, over 16589.25 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2888, pruned_loss=0.06282, over 2467390.91 frames. utt_duration=1233 frames, utt_pad_proportion=0.06199, over 8015.69 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2858, pruned_loss=0.05498, over 2473451.45 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05662, over 17889.01 utterances.], batch size: 55, lr: 2.32e-04
2022-08-31 21:04:05,710 INFO [train.py:927] (3/8) Epoch 17, batch 23100, giga_loss[loss=0.226, simple_loss=0.3063, pruned_loss=0.07282, over 12395.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07311, over 212.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2844, pruned_loss=0.05619, over 2472423.48 frames. utt_duration=590 frames, utt_pad_proportion=0.05306, over 16804.84 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2883, pruned_loss=0.0626, over 2467332.24 frames. utt_duration=1237 frames, utt_pad_proportion=0.06092, over 7989.56 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2847, pruned_loss=0.05562, over 2473333.64 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05415, over 18053.24 utterances.], batch size: 212, lr: 2.32e-04
2022-08-31 21:05:47,140 INFO [train.py:927] (3/8) Epoch 17, batch 23150, giga_loss[loss=0.2042, simple_loss=0.2966, pruned_loss=0.05587, over 12374.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03537, over 122.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2827, pruned_loss=0.05594, over 2472948.63 frames. utt_duration=597 frames, utt_pad_proportion=0.05047, over 16611.45 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2884, pruned_loss=0.06256, over 2467255.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.0601, over 7977.77 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2829, pruned_loss=0.05541, over 2473816.68 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05177, over 17763.22 utterances.], batch size: 122, lr: 2.32e-04
2022-08-31 21:07:29,269 INFO [train.py:927] (3/8) Epoch 17, batch 23200, giga_loss[loss=0.1596, simple_loss=0.2402, pruned_loss=0.03956, over 12325.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.0346, over 58.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.28, pruned_loss=0.05518, over 2472994.05 frames. utt_duration=570.7 frames, utt_pad_proportion=0.05365, over 17377.74 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.288, pruned_loss=0.06237, over 2467411.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.05926, over 7949.47 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2803, pruned_loss=0.05482, over 2473646.07 frames. utt_duration=537.2 frames, utt_pad_proportion=0.05474, over 18469.30 utterances.], batch size: 58, lr: 2.32e-04
2022-08-31 21:09:09,845 INFO [train.py:927] (3/8) Epoch 17, batch 23250, giga_loss[loss=0.2009, simple_loss=0.2917, pruned_loss=0.05502, over 12434.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2782, pruned_loss=0.05471, over 2472735.96 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05763, over 17078.31 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2879, pruned_loss=0.06232, over 2467334.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.05946, over 7961.26 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2782, pruned_loss=0.05423, over 2473505.76 frames. utt_duration=544 frames, utt_pad_proportion=0.05814, over 18238.16 utterances.], batch size: 123, lr: 2.31e-04
2022-08-31 21:10:53,676 INFO [train.py:927] (3/8) Epoch 17, batch 23300, giga_loss[loss=0.219, simple_loss=0.3119, pruned_loss=0.06311, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04004, over 113.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.281, pruned_loss=0.05546, over 2472322.38 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05457, over 17126.22 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2875, pruned_loss=0.0621, over 2467269.41 frames. utt_duration=1245 frames, utt_pad_proportion=0.05884, over 7936.95 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2813, pruned_loss=0.05518, over 2473048.36 frames. utt_duration=545.7 frames, utt_pad_proportion=0.05536, over 18179.23 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 21:12:34,966 INFO [train.py:927] (3/8) Epoch 17, batch 23350, giga_loss[loss=0.1997, simple_loss=0.2867, pruned_loss=0.05631, over 12252.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02968, over 45.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2836, pruned_loss=0.05644, over 2472070.18 frames. utt_duration=578.8 frames, utt_pad_proportion=0.0575, over 17129.54 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2877, pruned_loss=0.06211, over 2467282.70 frames. utt_duration=1245 frames, utt_pad_proportion=0.05812, over 7936.40 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2836, pruned_loss=0.05602, over 2472812.80 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05818, over 18261.93 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 21:14:18,168 INFO [train.py:927] (3/8) Epoch 17, batch 23400, giga_loss[loss=0.2154, simple_loss=0.3035, pruned_loss=0.06364, over 12401.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2857, pruned_loss=0.05741, over 2472273.97 frames. utt_duration=594.8 frames, utt_pad_proportion=0.05676, over 16668.93 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2877, pruned_loss=0.06218, over 2467333.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.05792, over 7943.91 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2855, pruned_loss=0.0569, over 2472932.83 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05747, over 17765.28 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 21:16:07,645 INFO [train.py:927] (3/8) Epoch 17, batch 23450, giga_loss[loss=0.2228, simple_loss=0.313, pruned_loss=0.06634, over 12465.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.0296, over 55.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2923, pruned_loss=0.06209, over 2473027.74 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06144, over 17487.19 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2882, pruned_loss=0.06248, over 2467755.92 frames. utt_duration=1239 frames, utt_pad_proportion=0.0576, over 7977.09 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2917, pruned_loss=0.06136, over 2473321.12 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06186, over 18568.44 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 21:17:51,730 INFO [train.py:927] (3/8) Epoch 17, batch 23500, giga_loss[loss=0.3154, simple_loss=0.3687, pruned_loss=0.131, over 12384.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2983, pruned_loss=0.06607, over 2473377.59 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06844, over 18355.38 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2885, pruned_loss=0.06262, over 2467553.21 frames. utt_duration=1239 frames, utt_pad_proportion=0.05702, over 7973.45 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2977, pruned_loss=0.06542, over 2473915.25 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06874, over 19404.06 utterances.], batch size: 259, lr: 2.31e-04
2022-08-31 21:19:39,030 INFO [train.py:927] (3/8) Epoch 17, batch 23550, libri_loss[loss=0.2122, simple_loss=0.3033, pruned_loss=0.06052, over 12474.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006228, over 36.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3047, pruned_loss=0.07017, over 2473952.11 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0711, over 19227.73 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2887, pruned_loss=0.06252, over 2467772.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.05638, over 7965.90 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3043, pruned_loss=0.06983, over 2474246.09 frames. utt_duration=491 frames, utt_pad_proportion=0.07153, over 20219.09 utterances.], batch size: 36, lr: 2.31e-04
2022-08-31 21:21:25,429 INFO [train.py:927] (3/8) Epoch 17, batch 23600, giga_loss[loss=0.325, simple_loss=0.3684, pruned_loss=0.1408, over 12358.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2221, over 378.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3101, pruned_loss=0.07514, over 2474298.02 frames. utt_duration=465.5 frames, utt_pad_proportion=0.08604, over 21327.72 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2893, pruned_loss=0.06294, over 2467884.30 frames. utt_duration=1228 frames, utt_pad_proportion=0.06101, over 8049.40 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3095, pruned_loss=0.07463, over 2474515.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08435, over 22209.89 utterances.], batch size: 378, lr: 2.31e-04
2022-08-31 21:23:12,817 INFO [train.py:927] (3/8) Epoch 17, batch 23650, giga_loss[loss=0.2701, simple_loss=0.3448, pruned_loss=0.09772, over 12389.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0643, over 183.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3145, pruned_loss=0.07903, over 2474463.13 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08871, over 22506.89 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2893, pruned_loss=0.06287, over 2468044.34 frames. utt_duration=1227 frames, utt_pad_proportion=0.06024, over 8057.24 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3145, pruned_loss=0.07897, over 2474613.75 frames. utt_duration=423.3 frames, utt_pad_proportion=0.08777, over 23462.81 utterances.], batch size: 183, lr: 2.31e-04
2022-08-31 21:24:56,649 INFO [train.py:927] (3/8) Epoch 17, batch 23700, giga_loss[loss=0.207, simple_loss=0.2896, pruned_loss=0.06219, over 12406.00 frames. utt_duration=974.9 frames, utt_pad_proportion=0.02805, over 51.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.07937, over 2474077.45 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08299, over 21880.44 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2893, pruned_loss=0.06291, over 2467989.15 frames. utt_duration=1220 frames, utt_pad_proportion=0.06072, over 8102.05 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3159, pruned_loss=0.07966, over 2474381.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08255, over 22912.59 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 21:26:43,931 INFO [train.py:927] (3/8) Epoch 17, batch 23750, giga_loss[loss=0.2203, simple_loss=0.302, pruned_loss=0.06932, over 12387.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03776, over 37.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3175, pruned_loss=0.08139, over 2474852.52 frames. utt_duration=442.9 frames, utt_pad_proportion=0.08155, over 22424.50 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2894, pruned_loss=0.06289, over 2468230.14 frames. utt_duration=1222 frames, utt_pad_proportion=0.05999, over 8090.58 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3182, pruned_loss=0.0819, over 2474964.56 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08161, over 23457.54 utterances.], batch size: 37, lr: 2.31e-04
2022-08-31 21:28:30,318 INFO [train.py:927] (3/8) Epoch 17, batch 23800, giga_loss[loss=0.2681, simple_loss=0.3534, pruned_loss=0.09143, over 12446.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04113, over 114.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3203, pruned_loss=0.08278, over 2474987.57 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08083, over 22852.00 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2897, pruned_loss=0.06297, over 2468425.11 frames. utt_duration=1216 frames, utt_pad_proportion=0.06053, over 8131.19 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3212, pruned_loss=0.08344, over 2475019.71 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08094, over 23894.28 utterances.], batch size: 114, lr: 2.31e-04
2022-08-31 21:30:16,356 INFO [train.py:927] (3/8) Epoch 17, batch 23850, giga_loss[loss=0.2266, simple_loss=0.3262, pruned_loss=0.06345, over 12485.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04129, over 31.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3189, pruned_loss=0.08093, over 2475242.28 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08131, over 22741.18 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2899, pruned_loss=0.06303, over 2468589.75 frames. utt_duration=1218 frames, utt_pad_proportion=0.05974, over 8117.98 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3201, pruned_loss=0.08185, over 2475258.63 frames. utt_duration=415.5 frames, utt_pad_proportion=0.08177, over 23913.32 utterances.], batch size: 31, lr: 2.31e-04
2022-08-31 21:32:06,683 INFO [train.py:927] (3/8) Epoch 17, batch 23900, giga_loss[loss=0.1998, simple_loss=0.287, pruned_loss=0.05632, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03575, over 31.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3176, pruned_loss=0.0793, over 2475646.57 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08278, over 23281.14 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2898, pruned_loss=0.06289, over 2468750.53 frames. utt_duration=1219 frames, utt_pad_proportion=0.05933, over 8111.79 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3188, pruned_loss=0.0803, over 2475573.86 frames. utt_duration=408.2 frames, utt_pad_proportion=0.08326, over 24346.75 utterances.], batch size: 31, lr: 2.31e-04
2022-08-31 21:33:52,890 INFO [train.py:927] (3/8) Epoch 17, batch 23950, giga_loss[loss=0.269, simple_loss=0.3455, pruned_loss=0.09624, over 12424.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.06874, over 212.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3143, pruned_loss=0.07707, over 2475175.07 frames. utt_duration=428.8 frames, utt_pad_proportion=0.08443, over 23167.30 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2897, pruned_loss=0.06276, over 2468881.18 frames. utt_duration=1209 frames, utt_pad_proportion=0.06213, over 8175.66 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3163, pruned_loss=0.07845, over 2475205.94 frames. utt_duration=406.9 frames, utt_pad_proportion=0.08413, over 24419.51 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 21:35:41,971 INFO [train.py:927] (3/8) Epoch 17, batch 24000, giga_loss[loss=0.1964, simple_loss=0.2869, pruned_loss=0.0529, over 12478.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03535, over 31.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3134, pruned_loss=0.07638, over 2475546.62 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08014, over 22047.86 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2897, pruned_loss=0.06283, over 2468862.36 frames. utt_duration=1212 frames, utt_pad_proportion=0.06123, over 8157.24 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3154, pruned_loss=0.07766, over 2475689.51 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08048, over 23303.36 utterances.], batch size: 31, lr: 2.31e-04
2022-08-31 21:35:41,973 INFO [train.py:958] (3/8) Computing validation loss
2022-08-31 21:35:55,141 INFO [train.py:967] (3/8) Epoch 17, validation: loss=0.1713, simple_loss=0.2835, pruned_loss=0.02953, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-31 21:37:44,795 INFO [train.py:927] (3/8) Epoch 17, batch 24050, giga_loss[loss=0.2434, simple_loss=0.3354, pruned_loss=0.07571, over 12413.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.0766, over 213.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3127, pruned_loss=0.07444, over 2474992.43 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0761, over 21315.42 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2899, pruned_loss=0.0629, over 2468676.05 frames. utt_duration=1211 frames, utt_pad_proportion=0.06105, over 8167.27 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3146, pruned_loss=0.07568, over 2475422.99 frames. utt_duration=439.4 frames, utt_pad_proportion=0.0768, over 22611.47 utterances.], batch size: 213, lr: 2.31e-04
2022-08-31 21:39:26,932 INFO [train.py:927] (3/8) Epoch 17, batch 24100, giga_loss[loss=0.26, simple_loss=0.3338, pruned_loss=0.09314, over 12426.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06634, over 184.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3117, pruned_loss=0.07313, over 2474239.09 frames. utt_duration=469.5 frames, utt_pad_proportion=0.08047, over 21146.16 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2895, pruned_loss=0.06281, over 2468539.67 frames. utt_duration=1206 frames, utt_pad_proportion=0.06426, over 8199.01 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3142, pruned_loss=0.07456, over 2474915.58 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08001, over 22587.68 utterances.], batch size: 184, lr: 2.31e-04
2022-08-31 21:41:10,026 INFO [train.py:927] (3/8) Epoch 17, batch 24150, libri_loss[loss=0.2064, simple_loss=0.3006, pruned_loss=0.05615, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005423, over 35.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3111, pruned_loss=0.07289, over 2474534.03 frames. utt_duration=476 frames, utt_pad_proportion=0.07628, over 20858.22 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2896, pruned_loss=0.06273, over 2468529.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.06329, over 8178.22 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3134, pruned_loss=0.07428, over 2475147.24 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07654, over 22250.29 utterances.], batch size: 35, lr: 2.31e-04
2022-08-31 21:42:58,197 INFO [train.py:927] (3/8) Epoch 17, batch 24200, giga_loss[loss=0.257, simple_loss=0.3268, pruned_loss=0.09362, over 12369.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07538, over 212.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3095, pruned_loss=0.07275, over 2474654.76 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0774, over 21708.60 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2896, pruned_loss=0.06268, over 2468304.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.0628, over 8166.47 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3115, pruned_loss=0.07397, over 2475379.52 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07771, over 22925.94 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 21:44:47,054 INFO [train.py:927] (3/8) Epoch 17, batch 24250, giga_loss[loss=0.2338, simple_loss=0.3233, pruned_loss=0.07214, over 12297.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03799, over 51.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3085, pruned_loss=0.07158, over 2474081.83 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07937, over 21351.12 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2894, pruned_loss=0.06268, over 2468363.75 frames. utt_duration=1205 frames, utt_pad_proportion=0.06581, over 8203.10 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3107, pruned_loss=0.07276, over 2474733.39 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0788, over 22580.20 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 21:46:34,965 INFO [train.py:927] (3/8) Epoch 17, batch 24300, giga_loss[loss=0.2203, simple_loss=0.304, pruned_loss=0.06827, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03046, over 80.00 utterances.], tot_loss[loss=0.225, simple_loss=0.308, pruned_loss=0.07105, over 2473770.27 frames. utt_duration=475 frames, utt_pad_proportion=0.07733, over 20895.09 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.289, pruned_loss=0.06253, over 2468197.12 frames. utt_duration=1210 frames, utt_pad_proportion=0.06516, over 8172.21 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3103, pruned_loss=0.07224, over 2474484.17 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07721, over 22056.31 utterances.], batch size: 80, lr: 2.31e-04
2022-08-31 21:48:16,515 INFO [train.py:927] (3/8) Epoch 17, batch 24350, giga_loss[loss=0.2347, simple_loss=0.3137, pruned_loss=0.07787, over 12366.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03156, over 122.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3069, pruned_loss=0.07106, over 2474171.46 frames. utt_duration=474 frames, utt_pad_proportion=0.07806, over 20942.04 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.289, pruned_loss=0.06259, over 2468359.49 frames. utt_duration=1202 frames, utt_pad_proportion=0.06884, over 8227.53 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.309, pruned_loss=0.07209, over 2474695.38 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0768, over 22041.75 utterances.], batch size: 122, lr: 2.31e-04
2022-08-31 21:50:01,588 INFO [train.py:927] (3/8) Epoch 17, batch 24400, libri_loss[loss=0.2048, simple_loss=0.2855, pruned_loss=0.0621, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006215, over 33.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3061, pruned_loss=0.07142, over 2474303.15 frames. utt_duration=470.2 frames, utt_pad_proportion=0.08239, over 21113.05 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2893, pruned_loss=0.06277, over 2468363.78 frames. utt_duration=1188 frames, utt_pad_proportion=0.0729, over 8323.54 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3079, pruned_loss=0.07226, over 2474835.20 frames. utt_duration=448.4 frames, utt_pad_proportion=0.08001, over 22149.81 utterances.], batch size: 33, lr: 2.31e-04
2022-08-31 21:51:45,956 INFO [train.py:927] (3/8) Epoch 17, batch 24450, giga_loss[loss=0.2095, simple_loss=0.2876, pruned_loss=0.0657, over 12197.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03361, over 39.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3045, pruned_loss=0.07123, over 2474120.08 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07775, over 20824.35 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2889, pruned_loss=0.06243, over 2468164.94 frames. utt_duration=1196 frames, utt_pad_proportion=0.07127, over 8268.11 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3068, pruned_loss=0.07245, over 2474907.11 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07665, over 22096.85 utterances.], batch size: 39, lr: 2.31e-04
2022-08-31 21:53:27,815 INFO [train.py:927] (3/8) Epoch 17, batch 24500, giga_loss[loss=0.2102, simple_loss=0.2974, pruned_loss=0.06148, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04565, over 34.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3037, pruned_loss=0.07057, over 2473789.63 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07391, over 20195.82 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2891, pruned_loss=0.06238, over 2468364.18 frames. utt_duration=1197 frames, utt_pad_proportion=0.06986, over 8258.19 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3058, pruned_loss=0.07184, over 2474396.11 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07378, over 21555.18 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 21:55:10,245 INFO [train.py:927] (3/8) Epoch 17, batch 24550, giga_loss[loss=0.2295, simple_loss=0.3191, pruned_loss=0.06991, over 12384.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04488, over 146.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3036, pruned_loss=0.06964, over 2474769.47 frames. utt_duration=488.3 frames, utt_pad_proportion=0.07003, over 20332.19 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2891, pruned_loss=0.06232, over 2468621.43 frames. utt_duration=1200 frames, utt_pad_proportion=0.06911, over 8239.39 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3054, pruned_loss=0.0708, over 2475097.83 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07038, over 21581.04 utterances.], batch size: 146, lr: 2.31e-04
2022-08-31 21:56:55,715 INFO [train.py:927] (3/8) Epoch 17, batch 24600, giga_loss[loss=0.2105, simple_loss=0.2892, pruned_loss=0.06587, over 12368.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03137, over 58.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3038, pruned_loss=0.06993, over 2475026.43 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06651, over 19763.97 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2888, pruned_loss=0.06216, over 2468558.43 frames. utt_duration=1206 frames, utt_pad_proportion=0.06756, over 8200.62 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3058, pruned_loss=0.0712, over 2475502.95 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06755, over 21115.07 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 21:58:40,309 INFO [train.py:927] (3/8) Epoch 17, batch 24650, giga_loss[loss=0.2014, simple_loss=0.2859, pruned_loss=0.05845, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03045, over 42.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3063, pruned_loss=0.07296, over 2474513.92 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07157, over 20520.48 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2886, pruned_loss=0.06204, over 2468438.39 frames. utt_duration=1207 frames, utt_pad_proportion=0.06666, over 8188.64 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.07427, over 2475128.30 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07237, over 21863.21 utterances.], batch size: 42, lr: 2.31e-04
2022-08-31 22:00:23,106 INFO [train.py:927] (3/8) Epoch 17, batch 24700, giga_loss[loss=0.2084, simple_loss=0.2898, pruned_loss=0.06349, over 12364.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3052, pruned_loss=0.07314, over 2475141.22 frames. utt_duration=489.6 frames, utt_pad_proportion=0.07285, over 20282.89 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2882, pruned_loss=0.06191, over 2468668.50 frames. utt_duration=1211 frames, utt_pad_proportion=0.06601, over 8166.04 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3078, pruned_loss=0.0746, over 2475605.13 frames. utt_duration=457.6 frames, utt_pad_proportion=0.0737, over 21708.31 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 22:02:05,913 INFO [train.py:927] (3/8) Epoch 17, batch 24750, giga_loss[loss=0.1949, simple_loss=0.2854, pruned_loss=0.05218, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04179, over 31.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3045, pruned_loss=0.07259, over 2474740.50 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07748, over 20803.50 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2875, pruned_loss=0.06161, over 2468372.13 frames. utt_duration=1221 frames, utt_pad_proportion=0.06436, over 8099.36 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07447, over 2475637.56 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07852, over 22473.03 utterances.], batch size: 31, lr: 2.31e-04
2022-08-31 22:03:46,819 INFO [train.py:927] (3/8) Epoch 17, batch 24800, giga_loss[loss=0.2214, simple_loss=0.2981, pruned_loss=0.07234, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02625, over 45.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3047, pruned_loss=0.07168, over 2474095.76 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07883, over 20752.38 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2873, pruned_loss=0.06155, over 2468089.42 frames. utt_duration=1225 frames, utt_pad_proportion=0.06356, over 8071.55 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07343, over 2475181.40 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07992, over 22342.68 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 22:05:31,334 INFO [train.py:927] (3/8) Epoch 17, batch 24850, libri_loss[loss=0.204, simple_loss=0.2854, pruned_loss=0.06132, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01362, over 40.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3017, pruned_loss=0.07005, over 2474044.27 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07577, over 19795.71 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2866, pruned_loss=0.06102, over 2468298.08 frames. utt_duration=1232 frames, utt_pad_proportion=0.06148, over 8023.80 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3058, pruned_loss=0.07244, over 2475040.44 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07791, over 21769.20 utterances.], batch size: 40, lr: 2.31e-04
2022-08-31 22:07:15,862 INFO [train.py:927] (3/8) Epoch 17, batch 24900, giga_loss[loss=0.2117, simple_loss=0.3015, pruned_loss=0.061, over 12443.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03326, over 86.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.304, pruned_loss=0.07209, over 2474634.40 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07919, over 20102.13 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2867, pruned_loss=0.06105, over 2468216.00 frames. utt_duration=1223 frames, utt_pad_proportion=0.06447, over 8084.22 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3074, pruned_loss=0.07414, over 2475617.58 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07985, over 21822.71 utterances.], batch size: 86, lr: 2.31e-04
2022-08-31 22:09:02,348 INFO [train.py:927] (3/8) Epoch 17, batch 24950, giga_loss[loss=0.204, simple_loss=0.2992, pruned_loss=0.05439, over 12422.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02468, over 91.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3078, pruned_loss=0.07171, over 2473931.28 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07513, over 19985.90 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2866, pruned_loss=0.06091, over 2468046.84 frames. utt_duration=1224 frames, utt_pad_proportion=0.06382, over 8075.93 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3108, pruned_loss=0.07359, over 2474942.80 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07621, over 21509.67 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 22:10:47,052 INFO [train.py:927] (3/8) Epoch 17, batch 25000, giga_loss[loss=0.2311, simple_loss=0.3168, pruned_loss=0.07267, over 12360.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3098, pruned_loss=0.07295, over 2473920.93 frames. utt_duration=503.2 frames, utt_pad_proportion=0.07536, over 19722.42 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2868, pruned_loss=0.06112, over 2467988.25 frames. utt_duration=1215 frames, utt_pad_proportion=0.06676, over 8132.51 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3126, pruned_loss=0.07455, over 2474941.66 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07525, over 21198.85 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 22:12:33,030 INFO [train.py:927] (3/8) Epoch 17, batch 25050, giga_loss[loss=0.1858, simple_loss=0.2694, pruned_loss=0.05106, over 12176.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03979, over 28.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3092, pruned_loss=0.07305, over 2473345.73 frames. utt_duration=502.9 frames, utt_pad_proportion=0.0789, over 19731.56 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2863, pruned_loss=0.06096, over 2467831.05 frames. utt_duration=1211 frames, utt_pad_proportion=0.06888, over 8162.84 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3129, pruned_loss=0.07502, over 2474564.53 frames. utt_duration=464 frames, utt_pad_proportion=0.07796, over 21398.82 utterances.], batch size: 28, lr: 2.31e-04
2022-08-31 22:14:19,200 INFO [train.py:927] (3/8) Epoch 17, batch 25100, giga_loss[loss=0.2584, simple_loss=0.328, pruned_loss=0.09439, over 12405.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07243, over 212.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3081, pruned_loss=0.07314, over 2474428.95 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07504, over 19699.81 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2863, pruned_loss=0.0609, over 2468282.45 frames. utt_duration=1216 frames, utt_pad_proportion=0.06742, over 8132.28 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.312, pruned_loss=0.07524, over 2475204.20 frames. utt_duration=462 frames, utt_pad_proportion=0.07519, over 21498.96 utterances.], batch size: 212, lr: 2.31e-04
2022-08-31 22:16:03,588 INFO [train.py:927] (3/8) Epoch 17, batch 25150, giga_loss[loss=0.2201, simple_loss=0.3034, pruned_loss=0.06835, over 12370.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0311, over 97.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3065, pruned_loss=0.07274, over 2474356.04 frames. utt_duration=511 frames, utt_pad_proportion=0.0744, over 19423.29 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2864, pruned_loss=0.06105, over 2468320.23 frames. utt_duration=1210 frames, utt_pad_proportion=0.06928, over 8172.03 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3103, pruned_loss=0.07475, over 2475155.80 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07418, over 21259.41 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 22:17:50,878 INFO [train.py:927] (3/8) Epoch 17, batch 25200, giga_loss[loss=0.2364, simple_loss=0.3152, pruned_loss=0.07874, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03629, over 113.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3074, pruned_loss=0.07395, over 2475364.82 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07399, over 19660.95 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2868, pruned_loss=0.06135, over 2468560.15 frames. utt_duration=1197 frames, utt_pad_proportion=0.07318, over 8256.44 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3102, pruned_loss=0.07542, over 2475867.67 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07238, over 21186.99 utterances.], batch size: 113, lr: 2.31e-04
2022-08-31 22:19:36,037 INFO [train.py:927] (3/8) Epoch 17, batch 25250, libri_loss[loss=0.2235, simple_loss=0.314, pruned_loss=0.06652, over 12332.00 frames. utt_duration=760.2 frames, utt_pad_proportion=0.1362, over 65.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3066, pruned_loss=0.0737, over 2475437.76 frames. utt_duration=507.8 frames, utt_pad_proportion=0.07183, over 19554.89 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2869, pruned_loss=0.06129, over 2468697.70 frames. utt_duration=1196 frames, utt_pad_proportion=0.07315, over 8268.71 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07511, over 2475804.29 frames. utt_duration=475 frames, utt_pad_proportion=0.07067, over 20914.23 utterances.], batch size: 65, lr: 2.31e-04
2022-08-31 22:21:17,597 INFO [train.py:927] (3/8) Epoch 17, batch 25300, giga_loss[loss=0.2175, simple_loss=0.3035, pruned_loss=0.06575, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02637, over 48.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3079, pruned_loss=0.07371, over 2475984.64 frames. utt_duration=509 frames, utt_pad_proportion=0.07106, over 19514.70 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2876, pruned_loss=0.06152, over 2468942.34 frames. utt_duration=1183 frames, utt_pad_proportion=0.07706, over 8358.64 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3097, pruned_loss=0.07483, over 2476173.56 frames. utt_duration=479.6 frames, utt_pad_proportion=0.06861, over 20715.18 utterances.], batch size: 48, lr: 2.31e-04
2022-08-31 22:23:02,526 INFO [train.py:927] (3/8) Epoch 17, batch 25350, giga_loss[loss=0.2143, simple_loss=0.3179, pruned_loss=0.05535, over 12342.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.03325, over 58.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3078, pruned_loss=0.0739, over 2475697.64 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07278, over 19594.77 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2876, pruned_loss=0.06158, over 2469156.98 frames. utt_duration=1191 frames, utt_pad_proportion=0.07484, over 8305.57 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3101, pruned_loss=0.07532, over 2475917.57 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07155, over 21115.51 utterances.], batch size: 58, lr: 2.31e-04
2022-08-31 22:24:43,414 INFO [train.py:927] (3/8) Epoch 17, batch 25400, giga_loss[loss=0.1971, simple_loss=0.3006, pruned_loss=0.04674, over 12350.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3092, pruned_loss=0.07259, over 2475510.49 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06812, over 18871.86 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2871, pruned_loss=0.06141, over 2469273.72 frames. utt_duration=1195 frames, utt_pad_proportion=0.07404, over 8274.59 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3118, pruned_loss=0.0741, over 2475696.52 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06767, over 20309.88 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 22:26:27,499 INFO [train.py:927] (3/8) Epoch 17, batch 25450, libri_loss[loss=0.1747, simple_loss=0.2558, pruned_loss=0.04678, over 12485.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007901, over 29.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3104, pruned_loss=0.07316, over 2475611.28 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06789, over 18563.93 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06157, over 2469523.16 frames. utt_duration=1189 frames, utt_pad_proportion=0.07662, over 8319.44 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3132, pruned_loss=0.07459, over 2475712.81 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06661, over 20016.26 utterances.], batch size: 29, lr: 2.31e-04
2022-08-31 22:28:11,096 INFO [train.py:927] (3/8) Epoch 17, batch 25500, giga_loss[loss=0.2212, simple_loss=0.3, pruned_loss=0.07125, over 12448.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03561, over 123.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3114, pruned_loss=0.07473, over 2475925.65 frames. utt_duration=519 frames, utt_pad_proportion=0.06788, over 19136.47 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2869, pruned_loss=0.06159, over 2469525.54 frames. utt_duration=1196 frames, utt_pad_proportion=0.07502, over 8266.57 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3146, pruned_loss=0.07621, over 2476171.14 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06742, over 20644.14 utterances.], batch size: 123, lr: 2.31e-04
2022-08-31 22:29:53,290 INFO [train.py:927] (3/8) Epoch 17, batch 25550, giga_loss[loss=0.1993, simple_loss=0.2911, pruned_loss=0.05376, over 12353.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02921, over 91.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3117, pruned_loss=0.07465, over 2476029.66 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06914, over 19967.39 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06147, over 2469648.07 frames. utt_duration=1199 frames, utt_pad_proportion=0.07412, over 8251.40 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.315, pruned_loss=0.07632, over 2476281.25 frames. utt_duration=462 frames, utt_pad_proportion=0.06901, over 21507.83 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 22:31:38,654 INFO [train.py:927] (3/8) Epoch 17, batch 25600, giga_loss[loss=0.191, simple_loss=0.287, pruned_loss=0.04749, over 12341.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03198, over 62.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3126, pruned_loss=0.0737, over 2475827.95 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07182, over 19831.28 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06144, over 2469759.83 frames. utt_duration=1199 frames, utt_pad_proportion=0.07382, over 8250.15 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3153, pruned_loss=0.07509, over 2475947.20 frames. utt_duration=471 frames, utt_pad_proportion=0.07165, over 21091.62 utterances.], batch size: 62, lr: 2.31e-04
2022-08-31 22:33:22,896 INFO [train.py:927] (3/8) Epoch 17, batch 25650, giga_loss[loss=0.2139, simple_loss=0.299, pruned_loss=0.06435, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.0294, over 91.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3134, pruned_loss=0.07448, over 2475953.58 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07398, over 20585.83 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06141, over 2469976.57 frames. utt_duration=1202 frames, utt_pad_proportion=0.07265, over 8230.32 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.316, pruned_loss=0.07586, over 2475947.47 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07418, over 21832.65 utterances.], batch size: 91, lr: 2.31e-04
2022-08-31 22:35:08,971 INFO [train.py:927] (3/8) Epoch 17, batch 25700, libri_loss[loss=0.2278, simple_loss=0.3269, pruned_loss=0.06433, over 12455.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005643, over 35.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3118, pruned_loss=0.0739, over 2476211.57 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07689, over 21043.20 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2876, pruned_loss=0.06144, over 2470236.66 frames. utt_duration=1203 frames, utt_pad_proportion=0.07161, over 8222.74 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3137, pruned_loss=0.07521, over 2476065.52 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07734, over 22293.74 utterances.], batch size: 35, lr: 2.31e-04
2022-08-31 22:36:57,193 INFO [train.py:927] (3/8) Epoch 17, batch 25750, giga_loss[loss=0.213, simple_loss=0.2955, pruned_loss=0.06527, over 12343.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03337, over 51.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3097, pruned_loss=0.07333, over 2475830.67 frames. utt_duration=464 frames, utt_pad_proportion=0.08051, over 21409.34 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2875, pruned_loss=0.06133, over 2470159.69 frames. utt_duration=1198 frames, utt_pad_proportion=0.07347, over 8255.04 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3123, pruned_loss=0.07503, over 2476035.36 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08019, over 22959.33 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:38:39,390 INFO [train.py:927] (3/8) Epoch 17, batch 25800, giga_loss[loss=0.2324, simple_loss=0.3062, pruned_loss=0.07933, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03295, over 51.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3084, pruned_loss=0.0731, over 2475495.07 frames. utt_duration=480.6 frames, utt_pad_proportion=0.0761, over 20665.62 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.287, pruned_loss=0.06103, over 2470013.19 frames. utt_duration=1204 frames, utt_pad_proportion=0.07216, over 8216.96 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3114, pruned_loss=0.07499, over 2475908.24 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07657, over 22217.48 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:40:19,080 INFO [train.py:927] (3/8) Epoch 17, batch 25850, giga_loss[loss=0.195, simple_loss=0.2775, pruned_loss=0.05621, over 12357.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.032, over 51.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3057, pruned_loss=0.07087, over 2475697.58 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07273, over 20835.13 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2869, pruned_loss=0.06088, over 2470318.21 frames. utt_duration=1207 frames, utt_pad_proportion=0.07077, over 8195.70 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3088, pruned_loss=0.07283, over 2475898.68 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07377, over 22456.91 utterances.], batch size: 51, lr: 2.31e-04
2022-08-31 22:42:05,445 INFO [train.py:927] (3/8) Epoch 17, batch 25900, giga_loss[loss=0.2159, simple_loss=0.2997, pruned_loss=0.06609, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.0506, over 162.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3043, pruned_loss=0.07014, over 2475362.37 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07254, over 20764.33 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2869, pruned_loss=0.06092, over 2470539.21 frames. utt_duration=1200 frames, utt_pad_proportion=0.07357, over 8247.42 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3073, pruned_loss=0.07199, over 2475462.41 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07237, over 22430.63 utterances.], batch size: 162, lr: 2.31e-04
2022-08-31 22:43:51,733 INFO [train.py:927] (3/8) Epoch 17, batch 25950, giga_loss[loss=0.2053, simple_loss=0.3033, pruned_loss=0.0536, over 12344.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03051, over 70.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3022, pruned_loss=0.06958, over 2475523.19 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07735, over 21698.17 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2864, pruned_loss=0.06072, over 2470595.49 frames. utt_duration=1206 frames, utt_pad_proportion=0.0727, over 8206.81 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3053, pruned_loss=0.07137, over 2475627.19 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07721, over 23278.00 utterances.], batch size: 70, lr: 2.31e-04
2022-08-31 22:45:36,923 INFO [train.py:927] (3/8) Epoch 17, batch 26000, giga_loss[loss=0.2228, simple_loss=0.3026, pruned_loss=0.07147, over 12459.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03046, over 55.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3042, pruned_loss=0.07013, over 2476307.90 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07264, over 21771.02 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2864, pruned_loss=0.06072, over 2470595.49 frames. utt_duration=1206 frames, utt_pad_proportion=0.0727, over 8206.81 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3066, pruned_loss=0.07152, over 2476388.84 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07279, over 23000.63 utterances.], batch size: 55, lr: 2.31e-04
2022-08-31 22:47:21,210 INFO [train.py:927] (3/8) Epoch 17, batch 26050, giga_loss[loss=0.2128, simple_loss=0.2973, pruned_loss=0.06411, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03696, over 105.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3042, pruned_loss=0.07024, over 2475354.12 frames. utt_duration=476.8 frames, utt_pad_proportion=0.06714, over 20832.44 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2863, pruned_loss=0.06075, over 2470324.84 frames. utt_duration=1208 frames, utt_pad_proportion=0.07216, over 8191.79 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3064, pruned_loss=0.07139, over 2475727.96 frames. utt_duration=453 frames, utt_pad_proportion=0.06768, over 21932.67 utterances.], batch size: 105, lr: 2.31e-04
2022-08-31 22:49:06,535 INFO [train.py:927] (3/8) Epoch 17, batch 26100, libri_loss[loss=0.2777, simple_loss=0.3576, pruned_loss=0.09894, over 12428.00 frames. utt_duration=402.4 frames, utt_pad_proportion=0.3703, over 124.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07092, over 2475235.87 frames. utt_duration=481 frames, utt_pad_proportion=0.06969, over 20648.16 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06096, over 2470020.96 frames. utt_duration=1198 frames, utt_pad_proportion=0.07615, over 8255.06 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07175, over 2475849.94 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06841, over 21621.36 utterances.], batch size: 124, lr: 2.31e-04
2022-08-31 22:50:48,523 INFO [train.py:927] (3/8) Epoch 17, batch 26150, giga_loss[loss=0.277, simple_loss=0.34, pruned_loss=0.107, over 12399.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3062, pruned_loss=0.07192, over 2475772.04 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07499, over 20540.59 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06096, over 2470142.64 frames. utt_duration=1198 frames, utt_pad_proportion=0.07528, over 8255.75 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3079, pruned_loss=0.0728, over 2476275.29 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07398, over 21585.57 utterances.], batch size: 260, lr: 2.31e-04
2022-08-31 22:52:37,625 INFO [train.py:927] (3/8) Epoch 17, batch 26200, libri_loss[loss=0.1906, simple_loss=0.2613, pruned_loss=0.05996, over 12407.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007314, over 30.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3079, pruned_loss=0.07336, over 2476571.36 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08076, over 21296.73 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2865, pruned_loss=0.06095, over 2470596.63 frames. utt_duration=1202 frames, utt_pad_proportion=0.07387, over 8234.01 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3101, pruned_loss=0.07451, over 2476784.47 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08016, over 22609.06 utterances.], batch size: 30, lr: 2.31e-04
2022-08-31 22:54:31,444 INFO [train.py:927] (3/8) Epoch 17, batch 26250, giga_loss[loss=0.188, simple_loss=0.2598, pruned_loss=0.0581, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05051, over 34.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3081, pruned_loss=0.07332, over 2476519.98 frames. utt_duration=453.5 frames, utt_pad_proportion=0.07948, over 21910.78 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2867, pruned_loss=0.06121, over 2470579.11 frames. utt_duration=1206 frames, utt_pad_proportion=0.07249, over 8201.47 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3102, pruned_loss=0.07428, over 2476818.86 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07952, over 23274.06 utterances.], batch size: 34, lr: 2.31e-04
2022-08-31 22:56:12,003 INFO [train.py:927] (3/8) Epoch 17, batch 26300, giga_loss[loss=0.2229, simple_loss=0.2966, pruned_loss=0.07459, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02593, over 45.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3082, pruned_loss=0.07453, over 2476815.48 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07993, over 21702.65 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2877, pruned_loss=0.06193, over 2470685.27 frames. utt_duration=1196 frames, utt_pad_proportion=0.07431, over 8270.74 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.31, pruned_loss=0.07523, over 2477243.84 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0796, over 23366.34 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 22:57:54,768 INFO [train.py:927] (3/8) Epoch 17, batch 26350, giga_loss[loss=0.2225, simple_loss=0.2945, pruned_loss=0.07522, over 12261.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02729, over 45.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3067, pruned_loss=0.07445, over 2476317.75 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07833, over 21578.37 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06158, over 2470591.79 frames. utt_duration=1205 frames, utt_pad_proportion=0.0729, over 8211.39 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3093, pruned_loss=0.07565, over 2476908.86 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07867, over 23323.23 utterances.], batch size: 45, lr: 2.31e-04
2022-08-31 22:59:36,948 INFO [train.py:927] (3/8) Epoch 17, batch 26400, giga_loss[loss=0.2152, simple_loss=0.2998, pruned_loss=0.06527, over 12270.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02752, over 54.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.307, pruned_loss=0.07474, over 2475751.98 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07632, over 21168.81 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2871, pruned_loss=0.06158, over 2470612.79 frames. utt_duration=1196 frames, utt_pad_proportion=0.07658, over 8275.95 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3092, pruned_loss=0.07588, over 2476264.21 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07547, over 22671.13 utterances.], batch size: 54, lr: 2.31e-04
2022-08-31 23:01:20,193 INFO [train.py:927] (3/8) Epoch 17, batch 26450, giga_loss[loss=0.194, simple_loss=0.2803, pruned_loss=0.0539, over 12362.00 frames. utt_duration=1338 frames, utt_pad_proportion=0.04432, over 37.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.0749, over 2476125.34 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07812, over 21065.04 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2879, pruned_loss=0.06205, over 2470833.84 frames. utt_duration=1171 frames, utt_pad_proportion=0.08431, over 8451.95 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3086, pruned_loss=0.07554, over 2476392.89 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07472, over 22268.82 utterances.], batch size: 37, lr: 2.31e-04
2022-08-31 23:03:01,247 INFO [train.py:927] (3/8) Epoch 17, batch 26500, giga_loss[loss=0.2351, simple_loss=0.3135, pruned_loss=0.07837, over 12352.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03288, over 97.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3081, pruned_loss=0.07565, over 2476113.58 frames. utt_duration=473.6 frames, utt_pad_proportion=0.08221, over 20977.39 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2891, pruned_loss=0.06281, over 2471142.16 frames. utt_duration=1120 frames, utt_pad_proportion=0.1024, over 8840.71 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3085, pruned_loss=0.07578, over 2476166.41 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07263, over 21871.66 utterances.], batch size: 97, lr: 2.31e-04
2022-08-31 23:03:15,421 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-08-31 23:05:36,065 INFO [train.py:927] (3/8) Epoch 18, batch 50, giga_loss[loss=0.2063, simple_loss=0.3036, pruned_loss=0.05455, over 12365.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.0321, over 62.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3082, pruned_loss=0.06238, over 548528.38 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05992, over 4065.90 utterances.], libri_tot_loss[loss=0.1765, simple_loss=0.2638, pruned_loss=0.04465, over 73074.18 frames. utt_duration=1552 frames, utt_pad_proportion=0.007286, over 188.55 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3138, pruned_loss=0.06466, over 489938.24 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06198, over 3929.26 utterances.], batch size: 62, lr: 2.26e-04
2022-08-31 23:07:20,842 INFO [train.py:927] (3/8) Epoch 18, batch 100, giga_loss[loss=0.1609, simple_loss=0.2456, pruned_loss=0.03812, over 12236.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.03037, over 39.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2847, pruned_loss=0.05385, over 975138.90 frames. utt_duration=544.2 frames, utt_pad_proportion=0.07127, over 7187.04 utterances.], libri_tot_loss[loss=0.1759, simple_loss=0.2634, pruned_loss=0.0442, over 84916.81 frames. utt_duration=1555 frames, utt_pad_proportion=0.007298, over 218.61 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2861, pruned_loss=0.05452, over 921904.97 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07254, over 7071.89 utterances.], batch size: 39, lr: 2.26e-04
2022-08-31 23:09:02,245 INFO [train.py:927] (3/8) Epoch 18, batch 150, giga_loss[loss=0.1752, simple_loss=0.2638, pruned_loss=0.04336, over 12393.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05127, over 161.00 utterances.], tot_loss[loss=0.1836, simple_loss=0.271, pruned_loss=0.04806, over 1307347.45 frames. utt_duration=547 frames, utt_pad_proportion=0.06559, over 9586.67 utterances.], libri_tot_loss[loss=0.1796, simple_loss=0.2692, pruned_loss=0.04502, over 155476.18 frames. utt_duration=1501 frames, utt_pad_proportion=0.008167, over 414.70 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2713, pruned_loss=0.04841, over 1229219.07 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06742, over 9544.02 utterances.], batch size: 161, lr: 2.26e-04
2022-08-31 23:10:41,725 INFO [train.py:927] (3/8) Epoch 18, batch 200, giga_loss[loss=0.16, simple_loss=0.2505, pruned_loss=0.03472, over 12358.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02694, over 70.00 utterances.], tot_loss[loss=0.1756, simple_loss=0.2618, pruned_loss=0.04469, over 1566274.82 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06335, over 11412.18 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.277, pruned_loss=0.04878, over 190295.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.07679, over 607.90 utterances.], giga_tot_loss[loss=0.1746, simple_loss=0.2606, pruned_loss=0.04435, over 1490596.69 frames. utt_duration=527.4 frames, utt_pad_proportion=0.0619, over 11336.96 utterances.], batch size: 70, lr: 2.26e-04
2022-08-31 23:12:24,888 INFO [train.py:927] (3/8) Epoch 18, batch 250, giga_loss[loss=0.1621, simple_loss=0.2415, pruned_loss=0.04133, over 12384.00 frames. utt_duration=620.9 frames, utt_pad_proportion=0.03445, over 80.00 utterances.], tot_loss[loss=0.1744, simple_loss=0.2596, pruned_loss=0.04459, over 1767265.85 frames. utt_duration=522.6 frames, utt_pad_proportion=0.07426, over 13564.61 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.276, pruned_loss=0.04937, over 268850.51 frames. utt_duration=1272 frames, utt_pad_proportion=0.06524, over 846.12 utterances.], giga_tot_loss[loss=0.1731, simple_loss=0.2581, pruned_loss=0.04408, over 1681200.36 frames. utt_duration=494 frames, utt_pad_proportion=0.07379, over 13653.53 utterances.], batch size: 80, lr: 2.26e-04
2022-08-31 23:14:03,531 INFO [train.py:927] (3/8) Epoch 18, batch 300, giga_loss[loss=0.1509, simple_loss=0.2372, pruned_loss=0.03235, over 12442.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04405, over 134.00 utterances.], tot_loss[loss=0.1705, simple_loss=0.2557, pruned_loss=0.04263, over 1923614.53 frames. utt_duration=519 frames, utt_pad_proportion=0.07255, over 14867.99 utterances.], libri_tot_loss[loss=0.1846, simple_loss=0.2737, pruned_loss=0.04772, over 344662.35 frames. utt_duration=1308 frames, utt_pad_proportion=0.05221, over 1055.49 utterances.], giga_tot_loss[loss=0.1692, simple_loss=0.254, pruned_loss=0.04221, over 1834773.79 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07328, over 15182.72 utterances.], batch size: 134, lr: 2.26e-04
2022-08-31 23:15:45,528 INFO [train.py:927] (3/8) Epoch 18, batch 350, giga_loss[loss=0.1347, simple_loss=0.2129, pruned_loss=0.02822, over 12411.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02803, over 58.00 utterances.], tot_loss[loss=0.1681, simple_loss=0.2532, pruned_loss=0.04148, over 2045690.54 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07336, over 16384.67 utterances.], libri_tot_loss[loss=0.1854, simple_loss=0.2747, pruned_loss=0.048, over 407517.06 frames. utt_duration=1313 frames, utt_pad_proportion=0.0453, over 1242.67 utterances.], giga_tot_loss[loss=0.1663, simple_loss=0.251, pruned_loss=0.04085, over 1961534.05 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07454, over 16839.19 utterances.], batch size: 58, lr: 2.26e-04
2022-08-31 23:17:26,757 INFO [train.py:927] (3/8) Epoch 18, batch 400, giga_loss[loss=0.1562, simple_loss=0.2454, pruned_loss=0.03345, over 12419.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05491, over 162.00 utterances.], tot_loss[loss=0.1658, simple_loss=0.2505, pruned_loss=0.04051, over 2140342.88 frames. utt_duration=514.4 frames, utt_pad_proportion=0.07151, over 16690.44 utterances.], libri_tot_loss[loss=0.1857, simple_loss=0.2753, pruned_loss=0.04802, over 478349.81 frames. utt_duration=1235 frames, utt_pad_proportion=0.06747, over 1550.75 utterances.], giga_tot_loss[loss=0.1636, simple_loss=0.2477, pruned_loss=0.03973, over 2060964.44 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07129, over 17254.85 utterances.], batch size: 162, lr: 2.25e-04
2022-08-31 23:19:07,554 INFO [train.py:927] (3/8) Epoch 18, batch 450, giga_loss[loss=0.1372, simple_loss=0.2218, pruned_loss=0.02634, over 12440.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.163, simple_loss=0.2475, pruned_loss=0.03925, over 2214388.49 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06551, over 16251.54 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.2765, pruned_loss=0.0483, over 547309.29 frames. utt_duration=1261 frames, utt_pad_proportion=0.05935, over 1738.85 utterances.], giga_tot_loss[loss=0.1602, simple_loss=0.244, pruned_loss=0.03823, over 2141001.23 frames. utt_duration=505 frames, utt_pad_proportion=0.06631, over 17008.61 utterances.], batch size: 105, lr: 2.25e-04
2022-08-31 23:20:49,366 INFO [train.py:927] (3/8) Epoch 18, batch 500, libri_loss[loss=0.1917, simple_loss=0.2922, pruned_loss=0.0456, over 12385.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008992, over 38.00 utterances.], tot_loss[loss=0.1679, simple_loss=0.2522, pruned_loss=0.0418, over 2272171.54 frames. utt_duration=522 frames, utt_pad_proportion=0.06695, over 17460.32 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2777, pruned_loss=0.04869, over 585536.30 frames. utt_duration=1263 frames, utt_pad_proportion=0.05554, over 1856.18 utterances.], giga_tot_loss[loss=0.1652, simple_loss=0.2488, pruned_loss=0.04083, over 2209820.52 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06788, over 18232.88 utterances.], batch size: 38, lr: 2.25e-04
2022-08-31 23:22:30,194 INFO [train.py:927] (3/8) Epoch 18, batch 550, giga_loss[loss=0.2121, simple_loss=0.3104, pruned_loss=0.0569, over 12386.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02648, over 91.00 utterances.], tot_loss[loss=0.1769, simple_loss=0.2627, pruned_loss=0.04557, over 2316917.77 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06278, over 17267.14 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2773, pruned_loss=0.04826, over 640800.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05116, over 2013.51 utterances.], giga_tot_loss[loss=0.1748, simple_loss=0.2598, pruned_loss=0.04488, over 2262742.98 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06425, over 18164.33 utterances.], batch size: 91, lr: 2.25e-04
2022-08-31 23:24:11,642 INFO [train.py:927] (3/8) Epoch 18, batch 600, giga_loss[loss=0.1815, simple_loss=0.2812, pruned_loss=0.04086, over 12471.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.039, over 26.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2702, pruned_loss=0.04787, over 2351900.36 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06264, over 17517.65 utterances.], libri_tot_loss[loss=0.1858, simple_loss=0.276, pruned_loss=0.04776, over 667892.80 frames. utt_duration=1291 frames, utt_pad_proportion=0.0496, over 2071.03 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.2683, pruned_loss=0.04748, over 2307503.06 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06398, over 18376.66 utterances.], batch size: 26, lr: 2.25e-04
2022-08-31 23:25:54,745 INFO [train.py:927] (3/8) Epoch 18, batch 650, giga_loss[loss=0.1783, simple_loss=0.2741, pruned_loss=0.04122, over 12455.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03437, over 105.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2746, pruned_loss=0.0492, over 2379097.81 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06429, over 18398.37 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.2772, pruned_loss=0.04801, over 694749.14 frames. utt_duration=1296 frames, utt_pad_proportion=0.04771, over 2146.57 utterances.], giga_tot_loss[loss=0.1853, simple_loss=0.2729, pruned_loss=0.04887, over 2342667.53 frames. utt_duration=489 frames, utt_pad_proportion=0.06548, over 19221.40 utterances.], batch size: 105, lr: 2.25e-04
2022-08-31 23:27:37,087 INFO [train.py:927] (3/8) Epoch 18, batch 700, giga_loss[loss=0.188, simple_loss=0.2803, pruned_loss=0.04789, over 12474.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.038, over 31.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2792, pruned_loss=0.05194, over 2400793.47 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06313, over 17649.33 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2784, pruned_loss=0.04903, over 747782.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.06242, over 2383.24 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2774, pruned_loss=0.05149, over 2369050.71 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06255, over 18510.83 utterances.], batch size: 31, lr: 2.25e-04
2022-08-31 23:29:16,860 INFO [train.py:927] (3/8) Epoch 18, batch 750, libri_loss[loss=0.1736, simple_loss=0.2716, pruned_loss=0.03786, over 12450.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009553, over 39.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2828, pruned_loss=0.05324, over 2416599.55 frames. utt_duration=556.5 frames, utt_pad_proportion=0.0649, over 17415.86 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2784, pruned_loss=0.04888, over 823735.12 frames. utt_duration=1269 frames, utt_pad_proportion=0.05729, over 2599.28 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2816, pruned_loss=0.05309, over 2388277.73 frames. utt_duration=517.3 frames, utt_pad_proportion=0.065, over 18521.66 utterances.], batch size: 39, lr: 2.25e-04
2022-08-31 23:30:56,095 INFO [train.py:927] (3/8) Epoch 18, batch 800, giga_loss[loss=0.1851, simple_loss=0.2733, pruned_loss=0.0484, over 12377.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.05277, over 34.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2869, pruned_loss=0.05458, over 2428543.67 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06304, over 17311.16 utterances.], libri_tot_loss[loss=0.1875, simple_loss=0.2777, pruned_loss=0.04864, over 864145.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.05631, over 2720.95 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2864, pruned_loss=0.05468, over 2405207.38 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06343, over 18422.61 utterances.], batch size: 34, lr: 2.25e-04
2022-08-31 23:32:40,650 INFO [train.py:927] (3/8) Epoch 18, batch 850, giga_loss[loss=0.21, simple_loss=0.298, pruned_loss=0.06096, over 12419.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03337, over 80.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2885, pruned_loss=0.05458, over 2438283.01 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06111, over 16810.22 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2772, pruned_loss=0.04842, over 896025.52 frames. utt_duration=1279 frames, utt_pad_proportion=0.05381, over 2805.86 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2884, pruned_loss=0.05485, over 2419118.89 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06195, over 17873.89 utterances.], batch size: 80, lr: 2.25e-04
2022-08-31 23:34:20,884 INFO [train.py:927] (3/8) Epoch 18, batch 900, giga_loss[loss=0.1765, simple_loss=0.2754, pruned_loss=0.03876, over 12334.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03106, over 70.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2888, pruned_loss=0.05469, over 2445484.52 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06254, over 16922.93 utterances.], libri_tot_loss[loss=0.1859, simple_loss=0.2757, pruned_loss=0.04801, over 935047.31 frames. utt_duration=1298 frames, utt_pad_proportion=0.05181, over 2883.93 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2895, pruned_loss=0.05519, over 2429518.60 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06348, over 18023.15 utterances.], batch size: 70, lr: 2.25e-04
2022-08-31 23:36:05,712 INFO [train.py:927] (3/8) Epoch 18, batch 950, giga_loss[loss=0.2012, simple_loss=0.2875, pruned_loss=0.05747, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02509, over 48.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2906, pruned_loss=0.05691, over 2451061.16 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06187, over 17022.58 utterances.], libri_tot_loss[loss=0.1862, simple_loss=0.2758, pruned_loss=0.04824, over 942496.08 frames. utt_duration=1301 frames, utt_pad_proportion=0.05131, over 2901.51 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05726, over 2438670.79 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06272, over 17928.27 utterances.], batch size: 48, lr: 2.25e-04
2022-08-31 23:37:47,307 INFO [train.py:927] (3/8) Epoch 18, batch 1000, giga_loss[loss=0.1873, simple_loss=0.277, pruned_loss=0.0488, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03301, over 42.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2901, pruned_loss=0.05744, over 2454770.96 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06253, over 17089.41 utterances.], libri_tot_loss[loss=0.1864, simple_loss=0.2763, pruned_loss=0.04818, over 988028.73 frames. utt_duration=1301 frames, utt_pad_proportion=0.04852, over 3041.58 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2908, pruned_loss=0.05799, over 2444134.32 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06372, over 18062.97 utterances.], batch size: 42, lr: 2.25e-04
2022-08-31 23:39:27,536 INFO [train.py:927] (3/8) Epoch 18, batch 1050, giga_loss[loss=0.1868, simple_loss=0.2782, pruned_loss=0.04767, over 12458.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2895, pruned_loss=0.05743, over 2459158.20 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06162, over 17108.51 utterances.], libri_tot_loss[loss=0.1864, simple_loss=0.2764, pruned_loss=0.04817, over 1017418.65 frames. utt_duration=1303 frames, utt_pad_proportion=0.04679, over 3127.20 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2903, pruned_loss=0.05805, over 2450519.33 frames. utt_duration=544.1 frames, utt_pad_proportion=0.063, over 18066.05 utterances.], batch size: 123, lr: 2.25e-04
2022-08-31 23:41:11,420 INFO [train.py:927] (3/8) Epoch 18, batch 1100, giga_loss[loss=0.194, simple_loss=0.2736, pruned_loss=0.05726, over 12472.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.03997, over 31.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2886, pruned_loss=0.05682, over 2462056.81 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06569, over 17332.95 utterances.], libri_tot_loss[loss=0.1864, simple_loss=0.2767, pruned_loss=0.0481, over 1053268.98 frames. utt_duration=1302 frames, utt_pad_proportion=0.04571, over 3239.05 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2894, pruned_loss=0.05753, over 2455023.40 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06688, over 18301.74 utterances.], batch size: 31, lr: 2.25e-04
2022-08-31 23:42:55,721 INFO [train.py:927] (3/8) Epoch 18, batch 1150, giga_loss[loss=0.2255, simple_loss=0.2919, pruned_loss=0.07951, over 12385.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2854, pruned_loss=0.05583, over 2465064.51 frames. utt_duration=543.5 frames, utt_pad_proportion=0.07165, over 18192.24 utterances.], libri_tot_loss[loss=0.1872, simple_loss=0.2776, pruned_loss=0.04846, over 1074647.88 frames. utt_duration=1275 frames, utt_pad_proportion=0.05437, over 3375.82 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2858, pruned_loss=0.05637, over 2459221.36 frames. utt_duration=518.7 frames, utt_pad_proportion=0.07113, over 19020.35 utterances.], batch size: 259, lr: 2.25e-04
2022-08-31 23:44:38,015 INFO [train.py:927] (3/8) Epoch 18, batch 1200, giga_loss[loss=0.4917, simple_loss=0.4823, pruned_loss=0.2506, over 12396.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2834, pruned_loss=0.05544, over 2466991.22 frames. utt_duration=520.8 frames, utt_pad_proportion=0.07266, over 19001.06 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2783, pruned_loss=0.04846, over 1116200.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05396, over 3541.41 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2835, pruned_loss=0.05605, over 2462017.11 frames. utt_duration=495.7 frames, utt_pad_proportion=0.07246, over 19925.05 utterances.], batch size: 257, lr: 2.25e-04
2022-08-31 23:46:20,333 INFO [train.py:927] (3/8) Epoch 18, batch 1250, giga_loss[loss=0.1852, simple_loss=0.2769, pruned_loss=0.04675, over 12417.00 frames. utt_duration=405.2 frames, utt_pad_proportion=0.03971, over 123.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2836, pruned_loss=0.05569, over 2469030.67 frames. utt_duration=535.4 frames, utt_pad_proportion=0.0666, over 18498.83 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2791, pruned_loss=0.04878, over 1136662.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.0526, over 3591.01 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2835, pruned_loss=0.05613, over 2464842.62 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06698, over 19391.51 utterances.], batch size: 123, lr: 2.25e-04
2022-08-31 23:48:01,369 INFO [train.py:927] (3/8) Epoch 18, batch 1300, libri_loss[loss=0.2041, simple_loss=0.3024, pruned_loss=0.05287, over 12349.00 frames. utt_duration=761.3 frames, utt_pad_proportion=0.1359, over 65.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2808, pruned_loss=0.05489, over 2469564.28 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06656, over 17854.41 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2786, pruned_loss=0.04857, over 1156481.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.0537, over 3659.99 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2809, pruned_loss=0.05541, over 2466312.84 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06674, over 18692.00 utterances.], batch size: 65, lr: 2.25e-04
2022-08-31 23:49:43,252 INFO [train.py:927] (3/8) Epoch 18, batch 1350, giga_loss[loss=0.1701, simple_loss=0.2585, pruned_loss=0.04084, over 12429.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03319, over 75.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2778, pruned_loss=0.05383, over 2470548.26 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06108, over 17213.89 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.2787, pruned_loss=0.04856, over 1169538.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05283, over 3692.32 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2778, pruned_loss=0.05429, over 2468035.85 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06163, over 17967.31 utterances.], batch size: 75, lr: 2.25e-04
2022-08-31 23:51:24,077 INFO [train.py:927] (3/8) Epoch 18, batch 1400, giga_loss[loss=0.205, simple_loss=0.281, pruned_loss=0.06447, over 12396.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.02928, over 80.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2744, pruned_loss=0.05287, over 2469423.26 frames. utt_duration=605.7 frames, utt_pad_proportion=0.05698, over 16347.94 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2782, pruned_loss=0.04822, over 1182467.09 frames. utt_duration=1275 frames, utt_pad_proportion=0.05216, over 3713.34 utterances.], giga_tot_loss[loss=0.1907, simple_loss=0.2747, pruned_loss=0.05341, over 2467489.08 frames. utt_duration=581 frames, utt_pad_proportion=0.05774, over 17031.84 utterances.], batch size: 80, lr: 2.25e-04
2022-08-31 23:53:05,550 INFO [train.py:927] (3/8) Epoch 18, batch 1450, giga_loss[loss=0.1668, simple_loss=0.2426, pruned_loss=0.04549, over 12420.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03353, over 40.00 utterances.], tot_loss[loss=0.1879, simple_loss=0.2718, pruned_loss=0.05204, over 2470513.22 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06285, over 16314.59 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2782, pruned_loss=0.04856, over 1226879.09 frames. utt_duration=1260 frames, utt_pad_proportion=0.05942, over 3900.42 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2718, pruned_loss=0.05244, over 2468936.61 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06178, over 17098.21 utterances.], batch size: 40, lr: 2.25e-04
2022-08-31 23:54:43,636 INFO [train.py:927] (3/8) Epoch 18, batch 1500, libri_loss[loss=0.1802, simple_loss=0.2773, pruned_loss=0.04154, over 12171.00 frames. utt_duration=1283 frames, utt_pad_proportion=0.006299, over 38.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.27, pruned_loss=0.0511, over 2471164.03 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05795, over 15730.85 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2778, pruned_loss=0.0481, over 1269395.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05656, over 4000.48 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2699, pruned_loss=0.05174, over 2470258.00 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05793, over 16660.43 utterances.], batch size: 38, lr: 2.25e-04
2022-08-31 23:56:28,583 INFO [train.py:927] (3/8) Epoch 18, batch 1550, giga_loss[loss=0.201, simple_loss=0.2907, pruned_loss=0.05564, over 12341.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2713, pruned_loss=0.05186, over 2472038.26 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05539, over 15538.71 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.2774, pruned_loss=0.04804, over 1293245.44 frames. utt_duration=1271 frames, utt_pad_proportion=0.05666, over 4074.83 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2713, pruned_loss=0.05246, over 2471314.89 frames. utt_duration=603.5 frames, utt_pad_proportion=0.0555, over 16419.98 utterances.], batch size: 58, lr: 2.25e-04
2022-08-31 23:58:11,407 INFO [train.py:927] (3/8) Epoch 18, batch 1600, libri_loss[loss=0.178, simple_loss=0.2676, pruned_loss=0.0442, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004655, over 32.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2759, pruned_loss=0.05411, over 2472271.92 frames. utt_duration=610.9 frames, utt_pad_proportion=0.06154, over 16226.41 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2781, pruned_loss=0.04835, over 1345018.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.05375, over 4219.41 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2755, pruned_loss=0.05464, over 2471928.05 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06202, over 17303.93 utterances.], batch size: 32, lr: 2.25e-04
2022-08-31 23:59:55,662 INFO [train.py:927] (3/8) Epoch 18, batch 1650, giga_loss[loss=0.2265, simple_loss=0.3107, pruned_loss=0.0712, over 12421.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.04466, over 114.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2808, pruned_loss=0.05614, over 2473273.74 frames. utt_duration=595.1 frames, utt_pad_proportion=0.06145, over 16664.74 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2781, pruned_loss=0.04833, over 1378454.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.052, over 4323.63 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2805, pruned_loss=0.05678, over 2472957.14 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06228, over 17772.71 utterances.], batch size: 114, lr: 2.25e-04
2022-09-01 00:01:40,594 INFO [train.py:927] (3/8) Epoch 18, batch 1700, giga_loss[loss=0.2009, simple_loss=0.2957, pruned_loss=0.05302, over 12295.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.03795, over 51.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2859, pruned_loss=0.05792, over 2473507.71 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06912, over 17521.19 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2783, pruned_loss=0.04851, over 1400478.31 frames. utt_duration=1279 frames, utt_pad_proportion=0.05056, over 4384.71 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2856, pruned_loss=0.05851, over 2472990.53 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06977, over 18579.37 utterances.], batch size: 51, lr: 2.25e-04
2022-09-01 00:03:28,710 INFO [train.py:927] (3/8) Epoch 18, batch 1750, giga_loss[loss=0.1709, simple_loss=0.2673, pruned_loss=0.03727, over 12313.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03544, over 62.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.289, pruned_loss=0.05869, over 2473327.41 frames. utt_duration=530.9 frames, utt_pad_proportion=0.07238, over 18686.64 utterances.], libri_tot_loss[loss=0.1877, simple_loss=0.2785, pruned_loss=0.04842, over 1436854.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04821, over 4477.74 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.289, pruned_loss=0.05952, over 2473449.67 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07345, over 19870.22 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:05:12,437 INFO [train.py:927] (3/8) Epoch 18, batch 1800, giga_loss[loss=0.1869, simple_loss=0.2776, pruned_loss=0.04808, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04688, over 34.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2876, pruned_loss=0.05709, over 2473558.07 frames. utt_duration=525.1 frames, utt_pad_proportion=0.07406, over 18895.69 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2783, pruned_loss=0.04817, over 1462533.55 frames. utt_duration=1288 frames, utt_pad_proportion=0.0473, over 4547.32 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2879, pruned_loss=0.0581, over 2473630.54 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07521, over 20099.87 utterances.], batch size: 34, lr: 2.25e-04
2022-09-01 00:06:55,975 INFO [train.py:927] (3/8) Epoch 18, batch 1850, giga_loss[loss=0.2018, simple_loss=0.2967, pruned_loss=0.05343, over 12403.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02606, over 70.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2882, pruned_loss=0.05679, over 2473968.08 frames. utt_duration=539 frames, utt_pad_proportion=0.0734, over 18410.86 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2783, pruned_loss=0.04816, over 1502334.28 frames. utt_duration=1257 frames, utt_pad_proportion=0.05855, over 4787.83 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2888, pruned_loss=0.05794, over 2473941.32 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07257, over 19683.13 utterances.], batch size: 70, lr: 2.25e-04
2022-09-01 00:08:41,055 INFO [train.py:927] (3/8) Epoch 18, batch 1900, giga_loss[loss=0.2046, simple_loss=0.2887, pruned_loss=0.06026, over 12421.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03286, over 80.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2895, pruned_loss=0.05744, over 2473764.67 frames. utt_duration=549.5 frames, utt_pad_proportion=0.07229, over 18057.03 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2779, pruned_loss=0.04798, over 1521470.32 frames. utt_duration=1262 frames, utt_pad_proportion=0.05721, over 4827.69 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2905, pruned_loss=0.05862, over 2473890.98 frames. utt_duration=514.8 frames, utt_pad_proportion=0.07209, over 19278.26 utterances.], batch size: 80, lr: 2.25e-04
2022-09-01 00:10:23,921 INFO [train.py:927] (3/8) Epoch 18, batch 1950, libri_loss[loss=0.1918, simple_loss=0.2947, pruned_loss=0.04443, over 12413.00 frames. utt_duration=955.9 frames, utt_pad_proportion=0.07192, over 52.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2909, pruned_loss=0.05857, over 2473883.80 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06987, over 17773.90 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.2775, pruned_loss=0.04778, over 1554216.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.05539, over 4911.67 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2923, pruned_loss=0.05998, over 2474061.99 frames. utt_duration=519.5 frames, utt_pad_proportion=0.07048, over 19105.89 utterances.], batch size: 52, lr: 2.25e-04
2022-09-01 00:12:05,499 INFO [train.py:927] (3/8) Epoch 18, batch 2000, giga_loss[loss=0.2134, simple_loss=0.3053, pruned_loss=0.06077, over 12352.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03351, over 104.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2915, pruned_loss=0.05878, over 2473026.31 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06956, over 17589.86 utterances.], libri_tot_loss[loss=0.1867, simple_loss=0.2778, pruned_loss=0.04777, over 1598749.12 frames. utt_duration=1278 frames, utt_pad_proportion=0.05205, over 5010.79 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2931, pruned_loss=0.06045, over 2473546.49 frames. utt_duration=517.2 frames, utt_pad_proportion=0.07122, over 19184.64 utterances.], batch size: 104, lr: 2.25e-04
2022-09-01 00:13:49,074 INFO [train.py:927] (3/8) Epoch 18, batch 2050, giga_loss[loss=0.2215, simple_loss=0.3094, pruned_loss=0.06676, over 12394.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05165, over 161.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2931, pruned_loss=0.05921, over 2472830.25 frames. utt_duration=564.1 frames, utt_pad_proportion=0.0706, over 17581.09 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2781, pruned_loss=0.04787, over 1616153.48 frames. utt_duration=1281 frames, utt_pad_proportion=0.0508, over 5053.26 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2945, pruned_loss=0.0607, over 2473200.21 frames. utt_duration=521 frames, utt_pad_proportion=0.07232, over 19044.34 utterances.], batch size: 161, lr: 2.25e-04
2022-09-01 00:15:30,249 INFO [train.py:927] (3/8) Epoch 18, batch 2100, giga_loss[loss=0.1951, simple_loss=0.2797, pruned_loss=0.05522, over 12422.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03627, over 37.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2923, pruned_loss=0.05858, over 2472150.56 frames. utt_duration=601.4 frames, utt_pad_proportion=0.06529, over 16482.68 utterances.], libri_tot_loss[loss=0.1864, simple_loss=0.2776, pruned_loss=0.04756, over 1661545.22 frames. utt_duration=1295 frames, utt_pad_proportion=0.04782, over 5137.97 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2944, pruned_loss=0.06053, over 2472951.61 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06827, over 18192.10 utterances.], batch size: 37, lr: 2.25e-04
2022-09-01 00:17:13,594 INFO [train.py:927] (3/8) Epoch 18, batch 2150, giga_loss[loss=0.2168, simple_loss=0.2974, pruned_loss=0.06812, over 12409.00 frames. utt_duration=857.4 frames, utt_pad_proportion=0.0279, over 58.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2922, pruned_loss=0.0591, over 2472034.02 frames. utt_duration=609.8 frames, utt_pad_proportion=0.06186, over 16254.21 utterances.], libri_tot_loss[loss=0.1862, simple_loss=0.2776, pruned_loss=0.04745, over 1681632.23 frames. utt_duration=1289 frames, utt_pad_proportion=0.04757, over 5222.82 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2942, pruned_loss=0.06098, over 2472651.11 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06481, over 17797.88 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 00:18:57,745 INFO [train.py:927] (3/8) Epoch 18, batch 2200, giga_loss[loss=0.2372, simple_loss=0.3227, pruned_loss=0.0758, over 12399.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02895, over 58.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2922, pruned_loss=0.05945, over 2471695.43 frames. utt_duration=632.7 frames, utt_pad_proportion=0.05773, over 15663.34 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.278, pruned_loss=0.04763, over 1697276.39 frames. utt_duration=1291 frames, utt_pad_proportion=0.0465, over 5263.04 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2938, pruned_loss=0.06104, over 2472244.37 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06088, over 17043.12 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 00:20:39,539 INFO [train.py:927] (3/8) Epoch 18, batch 2250, giga_loss[loss=0.1969, simple_loss=0.2903, pruned_loss=0.05176, over 12311.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03214, over 28.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2919, pruned_loss=0.05923, over 2470867.80 frames. utt_duration=648.6 frames, utt_pad_proportion=0.05636, over 15273.78 utterances.], libri_tot_loss[loss=0.1866, simple_loss=0.2778, pruned_loss=0.04775, over 1712320.01 frames. utt_duration=1296 frames, utt_pad_proportion=0.0455, over 5292.54 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2935, pruned_loss=0.06062, over 2471587.89 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05937, over 16517.03 utterances.], batch size: 28, lr: 2.25e-04
2022-09-01 00:22:24,824 INFO [train.py:927] (3/8) Epoch 18, batch 2300, giga_loss[loss=0.2009, simple_loss=0.2894, pruned_loss=0.05616, over 12387.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02583, over 66.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2923, pruned_loss=0.05966, over 2470367.45 frames. utt_duration=643.1 frames, utt_pad_proportion=0.05643, over 15401.77 utterances.], libri_tot_loss[loss=0.1861, simple_loss=0.2772, pruned_loss=0.0475, over 1734276.97 frames. utt_duration=1302 frames, utt_pad_proportion=0.04411, over 5334.21 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2944, pruned_loss=0.06125, over 2471413.92 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05937, over 16640.21 utterances.], batch size: 66, lr: 2.25e-04
2022-09-01 00:24:07,807 INFO [train.py:927] (3/8) Epoch 18, batch 2350, giga_loss[loss=0.2057, simple_loss=0.2889, pruned_loss=0.06119, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04368, over 34.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2909, pruned_loss=0.05919, over 2471121.75 frames. utt_duration=645.6 frames, utt_pad_proportion=0.05442, over 15344.83 utterances.], libri_tot_loss[loss=0.1856, simple_loss=0.2766, pruned_loss=0.04729, over 1752373.69 frames. utt_duration=1309 frames, utt_pad_proportion=0.04303, over 5359.62 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2933, pruned_loss=0.06085, over 2472075.07 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05733, over 16532.44 utterances.], batch size: 34, lr: 2.25e-04
2022-09-01 00:25:49,041 INFO [train.py:927] (3/8) Epoch 18, batch 2400, giga_loss[loss=0.2156, simple_loss=0.2989, pruned_loss=0.06615, over 12449.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2898, pruned_loss=0.05875, over 2470948.38 frames. utt_duration=629.1 frames, utt_pad_proportion=0.0618, over 15747.19 utterances.], libri_tot_loss[loss=0.186, simple_loss=0.2771, pruned_loss=0.04749, over 1763001.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04391, over 5424.96 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2915, pruned_loss=0.06009, over 2471774.31 frames. utt_duration=591.5 frames, utt_pad_proportion=0.06348, over 16756.49 utterances.], batch size: 98, lr: 2.25e-04
2022-09-01 00:27:32,108 INFO [train.py:927] (3/8) Epoch 18, batch 2450, giga_loss[loss=0.1679, simple_loss=0.259, pruned_loss=0.03839, over 12388.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.03075, over 62.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2873, pruned_loss=0.0578, over 2471453.49 frames. utt_duration=637.8 frames, utt_pad_proportion=0.05838, over 15536.81 utterances.], libri_tot_loss[loss=0.186, simple_loss=0.277, pruned_loss=0.04744, over 1773551.03 frames. utt_duration=1306 frames, utt_pad_proportion=0.04326, over 5439.49 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2889, pruned_loss=0.05904, over 2472133.29 frames. utt_duration=602.4 frames, utt_pad_proportion=0.06019, over 16456.97 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:29:13,573 INFO [train.py:927] (3/8) Epoch 18, batch 2500, giga_loss[loss=0.177, simple_loss=0.2587, pruned_loss=0.04765, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03735, over 40.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2853, pruned_loss=0.05693, over 2472435.89 frames. utt_duration=642.7 frames, utt_pad_proportion=0.05906, over 15424.16 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.2783, pruned_loss=0.04766, over 1780416.59 frames. utt_duration=1288 frames, utt_pad_proportion=0.04883, over 5534.06 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2858, pruned_loss=0.05785, over 2473053.06 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05899, over 16152.15 utterances.], batch size: 40, lr: 2.25e-04
2022-09-01 00:30:56,236 INFO [train.py:927] (3/8) Epoch 18, batch 2550, giga_loss[loss=0.1794, simple_loss=0.2686, pruned_loss=0.04509, over 12402.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03507, over 75.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2831, pruned_loss=0.0557, over 2472694.82 frames. utt_duration=611.1 frames, utt_pad_proportion=0.06412, over 16224.96 utterances.], libri_tot_loss[loss=0.1867, simple_loss=0.2785, pruned_loss=0.04748, over 1797406.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.04769, over 5551.51 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2835, pruned_loss=0.05675, over 2473336.41 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06427, over 17016.41 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 00:32:39,076 INFO [train.py:927] (3/8) Epoch 18, batch 2600, giga_loss[loss=0.1874, simple_loss=0.2827, pruned_loss=0.04608, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2833, pruned_loss=0.05572, over 2472782.73 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05997, over 16330.25 utterances.], libri_tot_loss[loss=0.187, simple_loss=0.2785, pruned_loss=0.04769, over 1810515.99 frames. utt_duration=1299 frames, utt_pad_proportion=0.04712, over 5582.38 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2837, pruned_loss=0.05656, over 2473544.96 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06053, over 17117.26 utterances.], batch size: 105, lr: 2.25e-04
2022-09-01 00:34:21,924 INFO [train.py:927] (3/8) Epoch 18, batch 2650, libri_loss[loss=0.172, simple_loss=0.2583, pruned_loss=0.0428, over 12475.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008695, over 29.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2831, pruned_loss=0.055, over 2473483.65 frames. utt_duration=597 frames, utt_pad_proportion=0.05898, over 16615.39 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.2785, pruned_loss=0.0477, over 1827092.53 frames. utt_duration=1304 frames, utt_pad_proportion=0.04592, over 5609.48 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2836, pruned_loss=0.05584, over 2473939.08 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05996, over 17474.84 utterances.], batch size: 29, lr: 2.25e-04
2022-09-01 00:36:01,493 INFO [train.py:927] (3/8) Epoch 18, batch 2700, giga_loss[loss=0.187, simple_loss=0.2779, pruned_loss=0.04803, over 12475.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.0259, over 55.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2821, pruned_loss=0.05411, over 2472718.44 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06393, over 16792.36 utterances.], libri_tot_loss[loss=0.1867, simple_loss=0.278, pruned_loss=0.04771, over 1861523.79 frames. utt_duration=1310 frames, utt_pad_proportion=0.04425, over 5690.10 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.283, pruned_loss=0.05513, over 2473292.99 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06526, over 17975.37 utterances.], batch size: 55, lr: 2.25e-04
2022-09-01 00:37:42,641 INFO [train.py:927] (3/8) Epoch 18, batch 2750, libri_loss[loss=0.1679, simple_loss=0.2541, pruned_loss=0.0408, over 12413.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00745, over 30.00 utterances.], tot_loss[loss=0.195, simple_loss=0.282, pruned_loss=0.05407, over 2471341.05 frames. utt_duration=609.5 frames, utt_pad_proportion=0.0636, over 16259.94 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.278, pruned_loss=0.04783, over 1882169.42 frames. utt_duration=1299 frames, utt_pad_proportion=0.0489, over 5800.43 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2828, pruned_loss=0.055, over 2472160.83 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06357, over 17466.20 utterances.], batch size: 30, lr: 2.25e-04
2022-09-01 00:39:23,214 INFO [train.py:927] (3/8) Epoch 18, batch 2800, giga_loss[loss=0.2208, simple_loss=0.3076, pruned_loss=0.06698, over 12445.00 frames. utt_duration=509.5 frames, utt_pad_proportion=0.035, over 98.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2832, pruned_loss=0.05415, over 2471757.41 frames. utt_duration=595.2 frames, utt_pad_proportion=0.0598, over 16652.83 utterances.], libri_tot_loss[loss=0.1869, simple_loss=0.278, pruned_loss=0.04787, over 1893640.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.04826, over 5825.17 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.284, pruned_loss=0.05499, over 2472631.61 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06027, over 17787.47 utterances.], batch size: 98, lr: 2.25e-04
2022-09-01 00:41:05,013 INFO [train.py:927] (3/8) Epoch 18, batch 2850, giga_loss[loss=0.2138, simple_loss=0.3019, pruned_loss=0.06284, over 12382.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02688, over 91.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2858, pruned_loss=0.05471, over 2472129.50 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05658, over 16920.50 utterances.], libri_tot_loss[loss=0.1868, simple_loss=0.2779, pruned_loss=0.04785, over 1904760.44 frames. utt_duration=1306 frames, utt_pad_proportion=0.04736, over 5842.53 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2866, pruned_loss=0.05551, over 2473138.79 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05746, over 17998.80 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 00:42:43,279 INFO [train.py:927] (3/8) Epoch 18, batch 2900, giga_loss[loss=0.2138, simple_loss=0.3059, pruned_loss=0.06083, over 12405.00 frames. utt_duration=404.9 frames, utt_pad_proportion=0.03824, over 123.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2871, pruned_loss=0.05502, over 2472992.23 frames. utt_duration=593.2 frames, utt_pad_proportion=0.05458, over 16719.12 utterances.], libri_tot_loss[loss=0.1871, simple_loss=0.2783, pruned_loss=0.04797, over 1916251.98 frames. utt_duration=1302 frames, utt_pad_proportion=0.04668, over 5893.32 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2876, pruned_loss=0.0557, over 2473592.83 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05566, over 17720.91 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 00:44:26,056 INFO [train.py:927] (3/8) Epoch 18, batch 2950, giga_loss[loss=0.1875, simple_loss=0.2759, pruned_loss=0.04949, over 12222.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.0316, over 39.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2885, pruned_loss=0.05588, over 2472957.06 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06126, over 17531.46 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2787, pruned_loss=0.04824, over 1929952.36 frames. utt_duration=1272 frames, utt_pad_proportion=0.05687, over 6075.10 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2888, pruned_loss=0.05641, over 2473512.15 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05897, over 18412.07 utterances.], batch size: 39, lr: 2.25e-04
2022-09-01 00:46:07,945 INFO [train.py:927] (3/8) Epoch 18, batch 3000, giga_loss[loss=0.2223, simple_loss=0.299, pruned_loss=0.07281, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2868, pruned_loss=0.05538, over 2473198.42 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05822, over 17607.84 utterances.], libri_tot_loss[loss=0.1876, simple_loss=0.2788, pruned_loss=0.04824, over 1935274.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05661, over 6097.24 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2871, pruned_loss=0.05587, over 2473727.36 frames. utt_duration=539.6 frames, utt_pad_proportion=0.05663, over 18387.17 utterances.], batch size: 258, lr: 2.25e-04
2022-09-01 00:46:07,947 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 00:46:24,663 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.1731, simple_loss=0.2829, pruned_loss=0.03159, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 00:48:01,674 INFO [train.py:927] (3/8) Epoch 18, batch 3050, giga_loss[loss=0.191, simple_loss=0.2746, pruned_loss=0.05366, over 12322.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03413, over 51.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2866, pruned_loss=0.05519, over 2473547.72 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06036, over 18061.27 utterances.], libri_tot_loss[loss=0.1879, simple_loss=0.279, pruned_loss=0.04839, over 1951099.73 frames. utt_duration=1274 frames, utt_pad_proportion=0.05503, over 6131.84 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2869, pruned_loss=0.05565, over 2474051.27 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0595, over 18956.81 utterances.], batch size: 51, lr: 2.25e-04
2022-09-01 00:49:40,899 INFO [train.py:927] (3/8) Epoch 18, batch 3100, giga_loss[loss=0.2027, simple_loss=0.2836, pruned_loss=0.06088, over 12360.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02852, over 91.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2867, pruned_loss=0.05457, over 2474107.49 frames. utt_duration=550.2 frames, utt_pad_proportion=0.05901, over 18036.11 utterances.], libri_tot_loss[loss=0.1874, simple_loss=0.2786, pruned_loss=0.04812, over 1963831.68 frames. utt_duration=1277 frames, utt_pad_proportion=0.05412, over 6157.21 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2874, pruned_loss=0.05526, over 2474673.25 frames. utt_duration=523 frames, utt_pad_proportion=0.05867, over 18983.12 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 00:51:18,853 INFO [train.py:927] (3/8) Epoch 18, batch 3150, giga_loss[loss=0.2383, simple_loss=0.324, pruned_loss=0.0763, over 12441.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03784, over 105.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2863, pruned_loss=0.05516, over 2474239.35 frames. utt_duration=541 frames, utt_pad_proportion=0.05713, over 18346.29 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2784, pruned_loss=0.04805, over 1973609.37 frames. utt_duration=1278 frames, utt_pad_proportion=0.05477, over 6185.58 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2871, pruned_loss=0.05589, over 2475006.59 frames. utt_duration=514.8 frames, utt_pad_proportion=0.05681, over 19288.78 utterances.], batch size: 105, lr: 2.25e-04
2022-09-01 00:52:59,779 INFO [train.py:927] (3/8) Epoch 18, batch 3200, giga_loss[loss=0.167, simple_loss=0.248, pruned_loss=0.04301, over 12232.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03192, over 28.00 utterances.], tot_loss[loss=0.1974, simple_loss=0.2842, pruned_loss=0.05529, over 2473914.92 frames. utt_duration=536.1 frames, utt_pad_proportion=0.05756, over 18512.17 utterances.], libri_tot_loss[loss=0.1873, simple_loss=0.2784, pruned_loss=0.04808, over 1980984.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.05445, over 6207.72 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.285, pruned_loss=0.05594, over 2474597.03 frames. utt_duration=511.8 frames, utt_pad_proportion=0.05741, over 19396.33 utterances.], batch size: 28, lr: 2.25e-04
2022-09-01 00:54:37,787 INFO [train.py:927] (3/8) Epoch 18, batch 3250, giga_loss[loss=0.1634, simple_loss=0.2535, pruned_loss=0.0367, over 12454.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03689, over 123.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2821, pruned_loss=0.05492, over 2474762.02 frames. utt_duration=531.7 frames, utt_pad_proportion=0.06514, over 18672.27 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2795, pruned_loss=0.04874, over 1993217.34 frames. utt_duration=1243 frames, utt_pad_proportion=0.0642, over 6424.24 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.282, pruned_loss=0.0551, over 2475299.62 frames. utt_duration=510 frames, utt_pad_proportion=0.062, over 19470.56 utterances.], batch size: 123, lr: 2.25e-04
2022-09-01 00:56:14,953 INFO [train.py:927] (3/8) Epoch 18, batch 3300, giga_loss[loss=0.173, simple_loss=0.2619, pruned_loss=0.042, over 12337.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03058, over 48.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2777, pruned_loss=0.0536, over 2473874.24 frames. utt_duration=553.3 frames, utt_pad_proportion=0.0635, over 17934.27 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2793, pruned_loss=0.04871, over 2002465.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.06325, over 6429.61 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2778, pruned_loss=0.05387, over 2474581.76 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06128, over 18772.86 utterances.], batch size: 48, lr: 2.25e-04
2022-09-01 00:57:54,151 INFO [train.py:927] (3/8) Epoch 18, batch 3350, giga_loss[loss=0.157, simple_loss=0.2452, pruned_loss=0.03436, over 12308.00 frames. utt_duration=795.6 frames, utt_pad_proportion=0.03685, over 62.00 utterances.], tot_loss[loss=0.1923, simple_loss=0.2776, pruned_loss=0.05346, over 2473504.09 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06123, over 17425.86 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2794, pruned_loss=0.04878, over 2014246.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.06181, over 6435.85 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2775, pruned_loss=0.05374, over 2473963.88 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06, over 18353.79 utterances.], batch size: 62, lr: 2.25e-04
2022-09-01 00:59:35,846 INFO [train.py:927] (3/8) Epoch 18, batch 3400, giga_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06091, over 12396.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07324, over 212.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2795, pruned_loss=0.0539, over 2473806.09 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05864, over 17417.56 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2795, pruned_loss=0.0487, over 2021219.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.06097, over 6459.17 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2794, pruned_loss=0.05425, over 2474051.73 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05803, over 18281.46 utterances.], batch size: 212, lr: 2.25e-04
2022-09-01 01:01:15,506 INFO [train.py:927] (3/8) Epoch 18, batch 3450, giga_loss[loss=0.1966, simple_loss=0.2755, pruned_loss=0.05885, over 12481.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03473, over 43.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2822, pruned_loss=0.05475, over 2474283.11 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05903, over 17260.16 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2795, pruned_loss=0.0487, over 2034460.65 frames. utt_duration=1256 frames, utt_pad_proportion=0.06017, over 6484.85 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2821, pruned_loss=0.05519, over 2474619.54 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05874, over 18223.86 utterances.], batch size: 43, lr: 2.25e-04
2022-09-01 01:02:59,684 INFO [train.py:927] (3/8) Epoch 18, batch 3500, giga_loss[loss=0.2301, simple_loss=0.3115, pruned_loss=0.07434, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03656, over 113.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2861, pruned_loss=0.0571, over 2474415.73 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05805, over 17234.62 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2793, pruned_loss=0.04869, over 2054032.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.05791, over 6511.35 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2863, pruned_loss=0.05771, over 2474549.87 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05853, over 18405.10 utterances.], batch size: 113, lr: 2.25e-04
2022-09-01 01:04:48,165 INFO [train.py:927] (3/8) Epoch 18, batch 3550, giga_loss[loss=0.2641, simple_loss=0.3292, pruned_loss=0.09954, over 12335.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2918, pruned_loss=0.06004, over 2474618.22 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06201, over 18015.37 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2799, pruned_loss=0.04897, over 2060355.97 frames. utt_duration=1245 frames, utt_pad_proportion=0.06255, over 6624.96 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2916, pruned_loss=0.06045, over 2474676.38 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06067, over 18991.76 utterances.], batch size: 369, lr: 2.25e-04
2022-09-01 01:06:33,037 INFO [train.py:927] (3/8) Epoch 18, batch 3600, libri_loss[loss=0.1613, simple_loss=0.2525, pruned_loss=0.03501, over 12216.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009198, over 29.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2975, pruned_loss=0.06408, over 2473889.13 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06577, over 18497.52 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2795, pruned_loss=0.04876, over 2068091.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.06155, over 6615.55 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2979, pruned_loss=0.06479, over 2474371.66 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06488, over 19490.32 utterances.], batch size: 29, lr: 2.25e-04
2022-09-01 01:08:14,821 INFO [train.py:927] (3/8) Epoch 18, batch 3650, giga_loss[loss=0.2663, simple_loss=0.3384, pruned_loss=0.09705, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07673, over 213.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3008, pruned_loss=0.06652, over 2472924.13 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06242, over 18179.99 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2791, pruned_loss=0.04863, over 2085254.78 frames. utt_duration=1262 frames, utt_pad_proportion=0.0594, over 6618.06 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3023, pruned_loss=0.06788, over 2473999.69 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06258, over 19466.73 utterances.], batch size: 213, lr: 2.25e-04
2022-09-01 01:09:55,702 INFO [train.py:927] (3/8) Epoch 18, batch 3700, giga_loss[loss=0.3398, simple_loss=0.3776, pruned_loss=0.151, over 12352.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 258.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.306, pruned_loss=0.07119, over 2473727.77 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06772, over 19245.93 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2791, pruned_loss=0.0486, over 2099062.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05755, over 6644.90 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.308, pruned_loss=0.07292, over 2474213.00 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06806, over 20624.06 utterances.], batch size: 258, lr: 2.25e-04
2022-09-01 01:11:42,448 INFO [train.py:927] (3/8) Epoch 18, batch 3750, libri_loss[loss=0.1691, simple_loss=0.2654, pruned_loss=0.03638, over 12294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005656, over 32.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3105, pruned_loss=0.07454, over 2474103.41 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06819, over 19388.15 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2791, pruned_loss=0.04853, over 2111910.71 frames. utt_duration=1270 frames, utt_pad_proportion=0.0559, over 6662.09 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3131, pruned_loss=0.0768, over 2474575.38 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06908, over 20899.26 utterances.], batch size: 32, lr: 2.25e-04
2022-09-01 01:13:26,843 INFO [train.py:927] (3/8) Epoch 18, batch 3800, giga_loss[loss=0.2348, simple_loss=0.3167, pruned_loss=0.07646, over 12385.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03261, over 122.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3117, pruned_loss=0.07602, over 2474913.95 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07163, over 20167.68 utterances.], libri_tot_loss[loss=0.1881, simple_loss=0.2791, pruned_loss=0.04851, over 2126134.15 frames. utt_duration=1277 frames, utt_pad_proportion=0.05397, over 6667.55 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3149, pruned_loss=0.0788, over 2475303.77 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07278, over 21838.10 utterances.], batch size: 122, lr: 2.25e-04
2022-09-01 01:15:10,354 INFO [train.py:927] (3/8) Epoch 18, batch 3850, giga_loss[loss=0.2575, simple_loss=0.3327, pruned_loss=0.09111, over 12429.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06624, over 184.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3144, pruned_loss=0.07879, over 2474980.48 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07213, over 21254.80 utterances.], libri_tot_loss[loss=0.188, simple_loss=0.2791, pruned_loss=0.04849, over 2127675.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.05374, over 6667.21 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3171, pruned_loss=0.08112, over 2475482.55 frames. utt_duration=439 frames, utt_pad_proportion=0.07306, over 22630.83 utterances.], batch size: 184, lr: 2.25e-04
2022-09-01 01:16:52,008 INFO [train.py:927] (3/8) Epoch 18, batch 3900, giga_loss[loss=0.2147, simple_loss=0.311, pruned_loss=0.05917, over 12344.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03352, over 58.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3161, pruned_loss=0.07949, over 2474892.18 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07492, over 21594.33 utterances.], libri_tot_loss[loss=0.1882, simple_loss=0.2794, pruned_loss=0.04854, over 2138185.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.0538, over 6732.70 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.319, pruned_loss=0.08215, over 2475107.25 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07566, over 23028.70 utterances.], batch size: 58, lr: 2.25e-04
2022-09-01 01:18:37,789 INFO [train.py:927] (3/8) Epoch 18, batch 3950, giga_loss[loss=0.2141, simple_loss=0.3069, pruned_loss=0.0606, over 12310.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02706, over 45.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3155, pruned_loss=0.07793, over 2475688.79 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07375, over 21941.52 utterances.], libri_tot_loss[loss=0.1883, simple_loss=0.2795, pruned_loss=0.04853, over 2144936.68 frames. utt_duration=1268 frames, utt_pad_proportion=0.05384, over 6771.88 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3183, pruned_loss=0.08058, over 2475809.55 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07453, over 23317.59 utterances.], batch size: 45, lr: 2.25e-04
2022-09-01 01:20:24,204 INFO [train.py:927] (3/8) Epoch 18, batch 4000, giga_loss[loss=0.2037, simple_loss=0.2917, pruned_loss=0.05788, over 12371.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02797, over 91.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3144, pruned_loss=0.0766, over 2475565.62 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07685, over 23004.60 utterances.], libri_tot_loss[loss=0.1884, simple_loss=0.2796, pruned_loss=0.04862, over 2148040.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.05336, over 6775.14 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3169, pruned_loss=0.07886, over 2475821.98 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07743, over 24207.47 utterances.], batch size: 91, lr: 2.25e-04
2022-09-01 01:22:06,093 INFO [train.py:927] (3/8) Epoch 18, batch 4050, giga_loss[loss=0.2295, simple_loss=0.3161, pruned_loss=0.07144, over 12415.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3116, pruned_loss=0.07446, over 2475565.18 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07629, over 22337.27 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2799, pruned_loss=0.04875, over 2162097.61 frames. utt_duration=1260 frames, utt_pad_proportion=0.0567, over 6873.53 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3147, pruned_loss=0.07729, over 2476127.70 frames. utt_duration=416.3 frames, utt_pad_proportion=0.07629, over 23877.14 utterances.], batch size: 146, lr: 2.25e-04
2022-09-01 01:23:49,907 INFO [train.py:927] (3/8) Epoch 18, batch 4100, giga_loss[loss=0.2138, simple_loss=0.2975, pruned_loss=0.06509, over 12442.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3112, pruned_loss=0.0741, over 2475453.09 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07475, over 22362.42 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2803, pruned_loss=0.049, over 2169552.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05638, over 6901.72 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3141, pruned_loss=0.07673, over 2476170.41 frames. utt_duration=415.6 frames, utt_pad_proportion=0.07508, over 23918.49 utterances.], batch size: 133, lr: 2.25e-04
2022-09-01 01:25:38,082 INFO [train.py:927] (3/8) Epoch 18, batch 4150, giga_loss[loss=0.2602, simple_loss=0.3338, pruned_loss=0.09332, over 12399.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07347, over 212.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3105, pruned_loss=0.07293, over 2474964.60 frames. utt_duration=443.5 frames, utt_pad_proportion=0.0781, over 22395.39 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2799, pruned_loss=0.04892, over 2176847.36 frames. utt_duration=1255 frames, utt_pad_proportion=0.0571, over 6947.55 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3137, pruned_loss=0.07561, over 2475778.46 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07814, over 23921.01 utterances.], batch size: 212, lr: 2.25e-04
2022-09-01 01:27:22,858 INFO [train.py:927] (3/8) Epoch 18, batch 4200, giga_loss[loss=0.2407, simple_loss=0.3185, pruned_loss=0.08141, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02848, over 45.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3103, pruned_loss=0.07125, over 2475131.47 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07807, over 21739.30 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2804, pruned_loss=0.049, over 2187267.48 frames. utt_duration=1258 frames, utt_pad_proportion=0.05575, over 6963.07 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3134, pruned_loss=0.07405, over 2475678.69 frames. utt_duration=424.2 frames, utt_pad_proportion=0.07866, over 23423.19 utterances.], batch size: 45, lr: 2.25e-04
2022-09-01 01:29:04,718 INFO [train.py:927] (3/8) Epoch 18, batch 4250, giga_loss[loss=0.217, simple_loss=0.3026, pruned_loss=0.06571, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03181, over 75.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3093, pruned_loss=0.07108, over 2474626.65 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07175, over 20586.67 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2804, pruned_loss=0.04912, over 2196768.83 frames. utt_duration=1263 frames, utt_pad_proportion=0.05429, over 6966.21 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3127, pruned_loss=0.07394, over 2475452.88 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07328, over 22384.54 utterances.], batch size: 75, lr: 2.25e-04
2022-09-01 01:30:48,785 INFO [train.py:927] (3/8) Epoch 18, batch 4300, giga_loss[loss=0.2263, simple_loss=0.304, pruned_loss=0.0743, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03361, over 85.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3072, pruned_loss=0.07066, over 2473771.47 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07632, over 20595.29 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2802, pruned_loss=0.04906, over 2206872.51 frames. utt_duration=1269 frames, utt_pad_proportion=0.05304, over 6962.71 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3111, pruned_loss=0.0738, over 2475128.68 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07783, over 22550.27 utterances.], batch size: 85, lr: 2.25e-04
2022-09-01 01:32:35,514 INFO [train.py:927] (3/8) Epoch 18, batch 4350, giga_loss[loss=0.2089, simple_loss=0.3046, pruned_loss=0.05656, over 12136.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03664, over 30.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3066, pruned_loss=0.06961, over 2474383.59 frames. utt_duration=498.2 frames, utt_pad_proportion=0.0726, over 19922.42 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2806, pruned_loss=0.04917, over 2213778.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05194, over 6971.46 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3101, pruned_loss=0.07251, over 2475199.08 frames. utt_duration=456 frames, utt_pad_proportion=0.07464, over 21783.18 utterances.], batch size: 30, lr: 2.25e-04
2022-09-01 01:34:19,154 INFO [train.py:927] (3/8) Epoch 18, batch 4400, libri_loss[loss=0.2108, simple_loss=0.3004, pruned_loss=0.06057, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005866, over 36.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3058, pruned_loss=0.06833, over 2474663.77 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0681, over 19472.82 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.281, pruned_loss=0.04939, over 2217884.13 frames. utt_duration=1273 frames, utt_pad_proportion=0.05124, over 6977.85 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3086, pruned_loss=0.07071, over 2475109.27 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07038, over 21106.74 utterances.], batch size: 36, lr: 2.24e-04
2022-09-01 01:36:06,992 INFO [train.py:927] (3/8) Epoch 18, batch 4450, giga_loss[loss=0.2142, simple_loss=0.3061, pruned_loss=0.06112, over 12445.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0356, over 105.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3047, pruned_loss=0.06859, over 2474427.38 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07147, over 20401.01 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2806, pruned_loss=0.04927, over 2225135.28 frames. utt_duration=1279 frames, utt_pad_proportion=0.05001, over 6967.64 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3078, pruned_loss=0.0711, over 2475101.81 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07354, over 22069.06 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 01:37:53,751 INFO [train.py:927] (3/8) Epoch 18, batch 4500, libri_loss[loss=0.1559, simple_loss=0.2463, pruned_loss=0.03278, over 12233.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005684, over 31.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3039, pruned_loss=0.0691, over 2474220.80 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07275, over 20416.35 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2807, pruned_loss=0.04938, over 2229983.08 frames. utt_duration=1268 frames, utt_pad_proportion=0.05367, over 7041.10 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3068, pruned_loss=0.07139, over 2474860.99 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07348, over 21920.56 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 01:39:40,464 INFO [train.py:927] (3/8) Epoch 18, batch 4550, giga_loss[loss=0.2346, simple_loss=0.3084, pruned_loss=0.08041, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07395, over 212.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3018, pruned_loss=0.06844, over 2473934.24 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07159, over 20241.68 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2808, pruned_loss=0.04938, over 2232243.78 frames. utt_duration=1267 frames, utt_pad_proportion=0.05359, over 7054.60 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3042, pruned_loss=0.07041, over 2474613.73 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07235, over 21535.56 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 01:41:27,980 INFO [train.py:927] (3/8) Epoch 18, batch 4600, giga_loss[loss=0.2188, simple_loss=0.3115, pruned_loss=0.06301, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03415, over 122.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.302, pruned_loss=0.06819, over 2474147.60 frames. utt_duration=507.1 frames, utt_pad_proportion=0.0679, over 19572.86 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2809, pruned_loss=0.04934, over 2239222.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05225, over 7047.16 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3045, pruned_loss=0.07034, over 2474863.88 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06929, over 20969.71 utterances.], batch size: 122, lr: 2.24e-04
2022-09-01 01:43:14,377 INFO [train.py:927] (3/8) Epoch 18, batch 4650, giga_loss[loss=0.2137, simple_loss=0.3043, pruned_loss=0.06156, over 12449.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03778, over 123.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3025, pruned_loss=0.06749, over 2474374.53 frames. utt_duration=521.3 frames, utt_pad_proportion=0.06458, over 19039.23 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2815, pruned_loss=0.04957, over 2243867.42 frames. utt_duration=1253 frames, utt_pad_proportion=0.0576, over 7170.10 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3044, pruned_loss=0.06934, over 2474963.47 frames. utt_duration=490.2 frames, utt_pad_proportion=0.0644, over 20256.66 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 01:45:02,776 INFO [train.py:927] (3/8) Epoch 18, batch 4700, giga_loss[loss=0.2671, simple_loss=0.3382, pruned_loss=0.09801, over 12390.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07445, over 213.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3026, pruned_loss=0.06772, over 2474171.73 frames. utt_duration=519.5 frames, utt_pad_proportion=0.06724, over 19103.24 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.04978, over 2246961.53 frames. utt_duration=1256 frames, utt_pad_proportion=0.05685, over 7166.56 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3042, pruned_loss=0.06924, over 2474932.81 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06722, over 20218.91 utterances.], batch size: 213, lr: 2.24e-04
2022-09-01 01:46:48,265 INFO [train.py:927] (3/8) Epoch 18, batch 4750, giga_loss[loss=0.2596, simple_loss=0.3321, pruned_loss=0.09359, over 12394.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06343, over 183.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3043, pruned_loss=0.06993, over 2474127.09 frames. utt_duration=500.1 frames, utt_pad_proportion=0.06998, over 19846.62 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2815, pruned_loss=0.04973, over 2250030.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05621, over 7166.06 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.306, pruned_loss=0.07146, over 2475041.19 frames. utt_duration=475 frames, utt_pad_proportion=0.07012, over 20908.03 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 01:48:33,793 INFO [train.py:927] (3/8) Epoch 18, batch 4800, giga_loss[loss=0.2306, simple_loss=0.3165, pruned_loss=0.07239, over 12392.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02928, over 58.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3052, pruned_loss=0.07125, over 2474625.16 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06954, over 19752.62 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.04971, over 2253194.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.05552, over 7164.54 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3067, pruned_loss=0.07277, over 2475528.08 frames. utt_duration=478.2 frames, utt_pad_proportion=0.06997, over 20771.22 utterances.], batch size: 58, lr: 2.24e-04
2022-09-01 01:50:16,268 INFO [train.py:927] (3/8) Epoch 18, batch 4850, giga_loss[loss=0.2101, simple_loss=0.3033, pruned_loss=0.05848, over 12171.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03908, over 33.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3045, pruned_loss=0.07078, over 2474399.56 frames. utt_duration=489 frames, utt_pad_proportion=0.07156, over 20302.21 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2812, pruned_loss=0.04954, over 2256176.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05491, over 7148.17 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3064, pruned_loss=0.07241, over 2475417.28 frames. utt_duration=466.2 frames, utt_pad_proportion=0.07206, over 21307.75 utterances.], batch size: 33, lr: 2.24e-04
2022-09-01 01:52:00,016 INFO [train.py:927] (3/8) Epoch 18, batch 4900, giga_loss[loss=0.2144, simple_loss=0.2965, pruned_loss=0.06619, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02752, over 91.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3028, pruned_loss=0.06874, over 2474127.37 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07041, over 20038.43 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2811, pruned_loss=0.04946, over 2258514.97 frames. utt_duration=1265 frames, utt_pad_proportion=0.05447, over 7148.70 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3047, pruned_loss=0.07028, over 2474773.84 frames. utt_duration=474 frames, utt_pad_proportion=0.07104, over 20949.82 utterances.], batch size: 91, lr: 2.24e-04
2022-09-01 01:53:46,910 INFO [train.py:927] (3/8) Epoch 18, batch 4950, giga_loss[loss=0.2317, simple_loss=0.3237, pruned_loss=0.06982, over 12372.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04607, over 146.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3017, pruned_loss=0.06842, over 2474301.58 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06607, over 19459.29 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04973, over 2261611.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.0583, over 7227.69 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3032, pruned_loss=0.06968, over 2474923.26 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06568, over 20281.92 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 01:55:32,117 INFO [train.py:927] (3/8) Epoch 18, batch 5000, giga_loss[loss=0.2326, simple_loss=0.3288, pruned_loss=0.06822, over 12476.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03619, over 37.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3041, pruned_loss=0.06956, over 2474533.04 frames. utt_duration=500 frames, utt_pad_proportion=0.07346, over 19855.40 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2814, pruned_loss=0.04968, over 2268381.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.06163, over 7308.86 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3059, pruned_loss=0.07118, over 2475510.23 frames. utt_duration=477 frames, utt_pad_proportion=0.07203, over 20823.35 utterances.], batch size: 37, lr: 2.24e-04
2022-09-01 01:57:21,462 INFO [train.py:927] (3/8) Epoch 18, batch 5050, libri_loss[loss=0.2147, simple_loss=0.3076, pruned_loss=0.06092, over 12459.00 frames. utt_duration=959.9 frames, utt_pad_proportion=0.06896, over 52.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3077, pruned_loss=0.06994, over 2475248.09 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07254, over 20292.84 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2815, pruned_loss=0.04976, over 2272441.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.06095, over 7322.73 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3094, pruned_loss=0.07152, over 2476063.08 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07176, over 21279.75 utterances.], batch size: 52, lr: 2.24e-04
2022-09-01 01:59:04,185 INFO [train.py:927] (3/8) Epoch 18, batch 5100, giga_loss[loss=0.2129, simple_loss=0.2927, pruned_loss=0.0666, over 12307.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.03115, over 48.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3084, pruned_loss=0.07062, over 2475811.02 frames. utt_duration=482.4 frames, utt_pad_proportion=0.07353, over 20590.56 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2816, pruned_loss=0.04982, over 2280275.24 frames. utt_duration=1246 frames, utt_pad_proportion=0.05942, over 7331.30 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3107, pruned_loss=0.07256, over 2476608.25 frames. utt_duration=454.9 frames, utt_pad_proportion=0.0735, over 21848.90 utterances.], batch size: 48, lr: 2.24e-04
2022-09-01 02:00:52,052 INFO [train.py:927] (3/8) Epoch 18, batch 5150, giga_loss[loss=0.1947, simple_loss=0.2843, pruned_loss=0.05254, over 12368.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03157, over 51.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3078, pruned_loss=0.07109, over 2475244.12 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06863, over 19881.61 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.04976, over 2284255.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.05875, over 7356.53 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3101, pruned_loss=0.07309, over 2475778.44 frames. utt_duration=470.9 frames, utt_pad_proportion=0.06916, over 21096.57 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 02:02:37,967 INFO [train.py:927] (3/8) Epoch 18, batch 5200, giga_loss[loss=0.1961, simple_loss=0.2787, pruned_loss=0.05679, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05034, over 34.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.306, pruned_loss=0.07119, over 2475005.80 frames. utt_duration=494 frames, utt_pad_proportion=0.06983, over 20100.74 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2815, pruned_loss=0.04974, over 2289348.43 frames. utt_duration=1248 frames, utt_pad_proportion=0.05771, over 7346.82 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3087, pruned_loss=0.0734, over 2475965.80 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07062, over 21428.34 utterances.], batch size: 34, lr: 2.24e-04
2022-09-01 02:04:25,658 INFO [train.py:927] (3/8) Epoch 18, batch 5250, giga_loss[loss=0.2152, simple_loss=0.3047, pruned_loss=0.06284, over 12391.00 frames. utt_duration=478.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3038, pruned_loss=0.07046, over 2474351.42 frames. utt_duration=506.8 frames, utt_pad_proportion=0.07349, over 19587.22 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2809, pruned_loss=0.04964, over 2295303.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05622, over 7313.15 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3072, pruned_loss=0.07299, over 2475540.92 frames. utt_duration=470.9 frames, utt_pad_proportion=0.0746, over 21093.99 utterances.], batch size: 104, lr: 2.24e-04
2022-09-01 02:06:09,905 INFO [train.py:927] (3/8) Epoch 18, batch 5300, giga_loss[loss=0.2126, simple_loss=0.2877, pruned_loss=0.06875, over 12171.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03861, over 28.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3037, pruned_loss=0.07093, over 2474757.34 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07491, over 19986.98 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2811, pruned_loss=0.04969, over 2300543.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.05904, over 7371.66 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3069, pruned_loss=0.07345, over 2475771.14 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07499, over 21452.80 utterances.], batch size: 28, lr: 2.24e-04
2022-09-01 02:07:53,508 INFO [train.py:927] (3/8) Epoch 18, batch 5350, giga_loss[loss=0.2362, simple_loss=0.3129, pruned_loss=0.07982, over 12442.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.04144, over 114.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3037, pruned_loss=0.0707, over 2474792.21 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06888, over 19680.93 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2811, pruned_loss=0.04979, over 2303745.73 frames. utt_duration=1254 frames, utt_pad_proportion=0.05814, over 7355.33 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3066, pruned_loss=0.07297, over 2475815.32 frames. utt_duration=471.6 frames, utt_pad_proportion=0.06967, over 21063.89 utterances.], batch size: 114, lr: 2.24e-04
2022-09-01 02:09:39,849 INFO [train.py:927] (3/8) Epoch 18, batch 5400, libri_loss[loss=0.2194, simple_loss=0.3014, pruned_loss=0.06872, over 12403.00 frames. utt_duration=776.8 frames, utt_pad_proportion=0.1173, over 64.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3052, pruned_loss=0.07106, over 2473517.20 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07148, over 19350.94 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2816, pruned_loss=0.04984, over 2306697.40 frames. utt_duration=1253 frames, utt_pad_proportion=0.05793, over 7375.29 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3075, pruned_loss=0.07322, over 2474742.05 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07211, over 20656.95 utterances.], batch size: 64, lr: 2.24e-04
2022-09-01 02:11:26,384 INFO [train.py:927] (3/8) Epoch 18, batch 5450, giga_loss[loss=0.1715, simple_loss=0.2775, pruned_loss=0.03272, over 12441.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04361, over 31.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3071, pruned_loss=0.07165, over 2473947.42 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07793, over 20407.43 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2817, pruned_loss=0.04988, over 2309282.69 frames. utt_duration=1250 frames, utt_pad_proportion=0.05831, over 7401.40 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3091, pruned_loss=0.07364, over 2474832.48 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0781, over 21592.35 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 02:13:10,107 INFO [train.py:927] (3/8) Epoch 18, batch 5500, giga_loss[loss=0.3118, simple_loss=0.3495, pruned_loss=0.1371, over 12352.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3089, pruned_loss=0.07196, over 2473435.73 frames. utt_duration=480 frames, utt_pad_proportion=0.07865, over 20674.14 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04976, over 2312407.52 frames. utt_duration=1255 frames, utt_pad_proportion=0.05754, over 7378.46 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3114, pruned_loss=0.07403, over 2474285.62 frames. utt_duration=454 frames, utt_pad_proportion=0.07907, over 21868.90 utterances.], batch size: 364, lr: 2.24e-04
2022-09-01 02:14:51,692 INFO [train.py:927] (3/8) Epoch 18, batch 5550, libri_loss[loss=0.1937, simple_loss=0.2802, pruned_loss=0.05355, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006849, over 36.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3107, pruned_loss=0.0733, over 2473627.09 frames. utt_duration=483.2 frames, utt_pad_proportion=0.07728, over 20538.27 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2809, pruned_loss=0.04952, over 2317183.88 frames. utt_duration=1259 frames, utt_pad_proportion=0.05662, over 7372.25 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3138, pruned_loss=0.0758, over 2474310.75 frames. utt_duration=454 frames, utt_pad_proportion=0.07819, over 21868.52 utterances.], batch size: 36, lr: 2.24e-04
2022-09-01 02:16:36,409 INFO [train.py:927] (3/8) Epoch 18, batch 5600, giga_loss[loss=0.2891, simple_loss=0.3446, pruned_loss=0.1168, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3122, pruned_loss=0.07474, over 2474062.36 frames. utt_duration=460.7 frames, utt_pad_proportion=0.08457, over 21551.17 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2811, pruned_loss=0.04946, over 2320384.90 frames. utt_duration=1256 frames, utt_pad_proportion=0.05646, over 7396.80 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.315, pruned_loss=0.0772, over 2474523.36 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08507, over 22817.35 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 02:18:20,542 INFO [train.py:927] (3/8) Epoch 18, batch 5650, giga_loss[loss=0.2189, simple_loss=0.3059, pruned_loss=0.06594, over 12346.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04208, over 113.00 utterances.], tot_loss[loss=0.23, simple_loss=0.312, pruned_loss=0.07406, over 2473862.84 frames. utt_duration=448 frames, utt_pad_proportion=0.08519, over 22159.57 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2809, pruned_loss=0.04959, over 2325221.01 frames. utt_duration=1263 frames, utt_pad_proportion=0.05511, over 7371.30 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3154, pruned_loss=0.07671, over 2474672.51 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08622, over 23658.33 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 02:20:04,675 INFO [train.py:927] (3/8) Epoch 18, batch 5700, giga_loss[loss=0.2967, simple_loss=0.3512, pruned_loss=0.1211, over 12396.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3127, pruned_loss=0.07432, over 2474139.98 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08553, over 22467.66 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.281, pruned_loss=0.04968, over 2329501.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05383, over 7353.33 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3162, pruned_loss=0.07701, over 2474888.61 frames. utt_duration=412.6 frames, utt_pad_proportion=0.08691, over 24079.86 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 02:21:54,096 INFO [train.py:927] (3/8) Epoch 18, batch 5750, giga_loss[loss=0.3382, simple_loss=0.4101, pruned_loss=0.1331, over 12400.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.04142, over 123.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.313, pruned_loss=0.07412, over 2474971.64 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08193, over 22188.93 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2821, pruned_loss=0.04984, over 2333098.21 frames. utt_duration=1271 frames, utt_pad_proportion=0.05276, over 7353.43 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3156, pruned_loss=0.07666, over 2475560.50 frames. utt_duration=417.7 frames, utt_pad_proportion=0.08377, over 23792.27 utterances.], batch size: 123, lr: 2.24e-04
2022-09-01 02:23:39,230 INFO [train.py:927] (3/8) Epoch 18, batch 5800, giga_loss[loss=0.2041, simple_loss=0.2828, pruned_loss=0.06268, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03337, over 40.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3094, pruned_loss=0.07244, over 2475524.53 frames. utt_duration=469.8 frames, utt_pad_proportion=0.08152, over 21141.55 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.282, pruned_loss=0.04986, over 2339825.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05469, over 7411.86 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3127, pruned_loss=0.07546, over 2475554.64 frames. utt_duration=432 frames, utt_pad_proportion=0.08315, over 23001.72 utterances.], batch size: 40, lr: 2.24e-04
2022-09-01 02:25:25,926 INFO [train.py:927] (3/8) Epoch 18, batch 5850, giga_loss[loss=0.1927, simple_loss=0.279, pruned_loss=0.05318, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02823, over 66.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3077, pruned_loss=0.07243, over 2475415.19 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08655, over 21819.29 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2822, pruned_loss=0.04993, over 2342727.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.05365, over 7388.83 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07528, over 2475824.12 frames. utt_duration=420.4 frames, utt_pad_proportion=0.08795, over 23639.08 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 02:27:05,758 INFO [train.py:927] (3/8) Epoch 18, batch 5900, libri_loss[loss=0.1536, simple_loss=0.2437, pruned_loss=0.03169, over 12201.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007256, over 30.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.306, pruned_loss=0.07174, over 2474806.04 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08622, over 22408.05 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2818, pruned_loss=0.04969, over 2345784.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.05269, over 7379.19 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3095, pruned_loss=0.07473, over 2475356.36 frames. utt_duration=410.5 frames, utt_pad_proportion=0.0878, over 24207.01 utterances.], batch size: 30, lr: 2.24e-04
2022-09-01 02:28:49,305 INFO [train.py:927] (3/8) Epoch 18, batch 5950, giga_loss[loss=0.2877, simple_loss=0.3489, pruned_loss=0.1132, over 12384.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1043, over 258.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3039, pruned_loss=0.06945, over 2474706.68 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08578, over 22639.00 utterances.], libri_tot_loss[loss=0.1905, simple_loss=0.2817, pruned_loss=0.04961, over 2349281.48 frames. utt_duration=1277 frames, utt_pad_proportion=0.05156, over 7370.08 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3074, pruned_loss=0.07247, over 2475423.32 frames. utt_duration=405.7 frames, utt_pad_proportion=0.08762, over 24497.01 utterances.], batch size: 258, lr: 2.24e-04
2022-09-01 02:30:41,369 INFO [train.py:927] (3/8) Epoch 18, batch 6000, giga_loss[loss=0.2254, simple_loss=0.3037, pruned_loss=0.07353, over 12428.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04813, over 147.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3022, pruned_loss=0.06932, over 2474483.97 frames. utt_duration=434.5 frames, utt_pad_proportion=0.0864, over 22855.06 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04949, over 2350976.20 frames. utt_duration=1280 frames, utt_pad_proportion=0.05096, over 7356.57 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3054, pruned_loss=0.07207, over 2475210.12 frames. utt_duration=405 frames, utt_pad_proportion=0.08808, over 24537.94 utterances.], batch size: 147, lr: 2.24e-04
2022-09-01 02:30:41,370 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 02:30:54,899 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.1789, simple_loss=0.2867, pruned_loss=0.03556, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 02:32:36,923 INFO [train.py:927] (3/8) Epoch 18, batch 6050, giga_loss[loss=0.2068, simple_loss=0.2959, pruned_loss=0.05887, over 12476.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.0292, over 55.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3022, pruned_loss=0.06939, over 2474769.76 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08653, over 21856.27 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2819, pruned_loss=0.04981, over 2354175.90 frames. utt_duration=1267 frames, utt_pad_proportion=0.05441, over 7442.53 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3048, pruned_loss=0.07173, over 2475212.36 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08738, over 23457.17 utterances.], batch size: 55, lr: 2.24e-04
2022-09-01 02:34:17,245 INFO [train.py:927] (3/8) Epoch 18, batch 6100, libri_loss[loss=0.231, simple_loss=0.3132, pruned_loss=0.07445, over 12317.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004984, over 35.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06976, over 2474949.53 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08266, over 21856.47 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2823, pruned_loss=0.05021, over 2358107.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.0529, over 7432.30 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3061, pruned_loss=0.07195, over 2475540.90 frames. utt_duration=420.3 frames, utt_pad_proportion=0.08434, over 23639.58 utterances.], batch size: 35, lr: 2.24e-04
2022-09-01 02:36:00,440 INFO [train.py:927] (3/8) Epoch 18, batch 6150, giga_loss[loss=0.2427, simple_loss=0.3107, pruned_loss=0.08735, over 12186.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03171, over 36.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3038, pruned_loss=0.07037, over 2474143.08 frames. utt_duration=447.2 frames, utt_pad_proportion=0.08312, over 22205.28 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2821, pruned_loss=0.05013, over 2359352.35 frames. utt_duration=1274 frames, utt_pad_proportion=0.05234, over 7413.88 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3062, pruned_loss=0.07242, over 2475031.15 frames. utt_duration=417.3 frames, utt_pad_proportion=0.08462, over 23810.61 utterances.], batch size: 36, lr: 2.24e-04
2022-09-01 02:37:39,592 INFO [train.py:927] (3/8) Epoch 18, batch 6200, giga_loss[loss=0.1924, simple_loss=0.281, pruned_loss=0.05194, over 12245.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03697, over 28.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3042, pruned_loss=0.07004, over 2473698.51 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07893, over 21244.97 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2822, pruned_loss=0.05025, over 2366330.71 frames. utt_duration=1282 frames, utt_pad_proportion=0.0498, over 7392.89 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3074, pruned_loss=0.07282, over 2474654.78 frames. utt_duration=423.5 frames, utt_pad_proportion=0.08173, over 23457.29 utterances.], batch size: 28, lr: 2.24e-04
2022-09-01 02:39:26,832 INFO [train.py:927] (3/8) Epoch 18, batch 6250, giga_loss[loss=0.2716, simple_loss=0.3404, pruned_loss=0.1014, over 12398.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06356, over 183.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07226, over 2473994.88 frames. utt_duration=450 frames, utt_pad_proportion=0.07985, over 22062.32 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2819, pruned_loss=0.05011, over 2367702.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.04923, over 7378.07 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3102, pruned_loss=0.0749, over 2474982.65 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08224, over 24035.86 utterances.], batch size: 183, lr: 2.24e-04
2022-09-01 02:41:12,562 INFO [train.py:927] (3/8) Epoch 18, batch 6300, giga_loss[loss=0.2032, simple_loss=0.3044, pruned_loss=0.05105, over 12369.00 frames. utt_duration=708 frames, utt_pad_proportion=0.02879, over 70.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3071, pruned_loss=0.07146, over 2473369.14 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07741, over 21225.21 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.282, pruned_loss=0.05017, over 2370241.74 frames. utt_duration=1284 frames, utt_pad_proportion=0.04904, over 7392.02 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3102, pruned_loss=0.07408, over 2474691.64 frames. utt_duration=428.9 frames, utt_pad_proportion=0.07989, over 23159.19 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 02:42:52,724 INFO [train.py:927] (3/8) Epoch 18, batch 6350, giga_loss[loss=0.2826, simple_loss=0.338, pruned_loss=0.1136, over 12371.00 frames. utt_duration=132.9 frames, utt_pad_proportion=0.2181, over 376.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3076, pruned_loss=0.07197, over 2473358.50 frames. utt_duration=460 frames, utt_pad_proportion=0.0781, over 21572.93 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2824, pruned_loss=0.05036, over 2372505.25 frames. utt_duration=1286 frames, utt_pad_proportion=0.04812, over 7388.14 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3103, pruned_loss=0.07438, over 2474685.98 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08042, over 23434.76 utterances.], batch size: 376, lr: 2.24e-04
2022-09-01 02:44:34,111 INFO [train.py:927] (3/8) Epoch 18, batch 6400, giga_loss[loss=0.2758, simple_loss=0.3364, pruned_loss=0.1076, over 12359.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2019, over 368.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3065, pruned_loss=0.07194, over 2473641.19 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08276, over 21701.15 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05043, over 2374558.21 frames. utt_duration=1289 frames, utt_pad_proportion=0.04718, over 7376.59 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3091, pruned_loss=0.07429, over 2475120.10 frames. utt_duration=422.4 frames, utt_pad_proportion=0.08471, over 23517.17 utterances.], batch size: 368, lr: 2.24e-04
2022-09-01 02:46:15,163 INFO [train.py:927] (3/8) Epoch 18, batch 6450, giga_loss[loss=0.232, simple_loss=0.3172, pruned_loss=0.07336, over 12431.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04165, over 146.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3054, pruned_loss=0.07182, over 2474487.04 frames. utt_duration=466 frames, utt_pad_proportion=0.07851, over 21306.89 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2823, pruned_loss=0.05026, over 2376783.79 frames. utt_duration=1292 frames, utt_pad_proportion=0.04644, over 7369.09 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3081, pruned_loss=0.07422, over 2475437.53 frames. utt_duration=431.8 frames, utt_pad_proportion=0.08077, over 23008.43 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 02:47:57,393 INFO [train.py:927] (3/8) Epoch 18, batch 6500, libri_loss[loss=0.2303, simple_loss=0.3367, pruned_loss=0.06198, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006193, over 35.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3052, pruned_loss=0.07221, over 2474835.78 frames. utt_duration=454 frames, utt_pad_proportion=0.08244, over 21875.92 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2826, pruned_loss=0.05031, over 2378582.29 frames. utt_duration=1294 frames, utt_pad_proportion=0.04572, over 7363.80 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3075, pruned_loss=0.07447, over 2475749.84 frames. utt_duration=423 frames, utt_pad_proportion=0.08435, over 23493.74 utterances.], batch size: 35, lr: 2.24e-04
2022-09-01 02:49:40,528 INFO [train.py:927] (3/8) Epoch 18, batch 6550, giga_loss[loss=0.2642, simple_loss=0.3389, pruned_loss=0.09474, over 12383.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05224, over 161.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.307, pruned_loss=0.07376, over 2475093.14 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08358, over 21987.00 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05023, over 2380041.52 frames. utt_duration=1281 frames, utt_pad_proportion=0.05062, over 7439.94 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3091, pruned_loss=0.07589, over 2475792.35 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08395, over 23385.30 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 02:51:21,230 INFO [train.py:927] (3/8) Epoch 18, batch 6600, giga_loss[loss=0.2622, simple_loss=0.3228, pruned_loss=0.1008, over 12344.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2027, over 368.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3061, pruned_loss=0.07333, over 2475022.23 frames. utt_duration=465.8 frames, utt_pad_proportion=0.08179, over 21320.40 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2824, pruned_loss=0.05024, over 2382654.35 frames. utt_duration=1283 frames, utt_pad_proportion=0.05016, over 7436.89 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3087, pruned_loss=0.07577, over 2476169.29 frames. utt_duration=434.2 frames, utt_pad_proportion=0.0826, over 22890.00 utterances.], batch size: 368, lr: 2.24e-04
2022-09-01 02:53:06,350 INFO [train.py:927] (3/8) Epoch 18, batch 6650, giga_loss[loss=0.2164, simple_loss=0.3101, pruned_loss=0.06137, over 12426.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0241, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.306, pruned_loss=0.07322, over 2475161.40 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07996, over 21238.47 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2824, pruned_loss=0.05015, over 2385010.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.04917, over 7424.04 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3085, pruned_loss=0.07578, over 2476032.36 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08125, over 22826.20 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 02:54:52,164 INFO [train.py:927] (3/8) Epoch 18, batch 6700, giga_loss[loss=0.2652, simple_loss=0.3198, pruned_loss=0.1054, over 12346.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.215, over 374.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3065, pruned_loss=0.07334, over 2474933.52 frames. utt_duration=467.4 frames, utt_pad_proportion=0.08184, over 21245.05 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05014, over 2387347.45 frames. utt_duration=1289 frames, utt_pad_proportion=0.0482, over 7415.57 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.309, pruned_loss=0.0759, over 2475526.00 frames. utt_duration=435.4 frames, utt_pad_proportion=0.08324, over 22820.33 utterances.], batch size: 374, lr: 2.24e-04
2022-09-01 02:56:35,551 INFO [train.py:927] (3/8) Epoch 18, batch 6750, libri_loss[loss=0.2015, simple_loss=0.2912, pruned_loss=0.05593, over 12384.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03807, over 46.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3087, pruned_loss=0.07519, over 2474608.91 frames. utt_duration=456 frames, utt_pad_proportion=0.08491, over 21777.70 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2824, pruned_loss=0.05012, over 2389713.38 frames. utt_duration=1291 frames, utt_pad_proportion=0.04723, over 7412.17 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3114, pruned_loss=0.0779, over 2475290.94 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08639, over 23426.40 utterances.], batch size: 46, lr: 2.24e-04
2022-09-01 02:58:19,510 INFO [train.py:927] (3/8) Epoch 18, batch 6800, giga_loss[loss=0.2586, simple_loss=0.3313, pruned_loss=0.09291, over 12403.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03981, over 133.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3093, pruned_loss=0.07461, over 2474694.44 frames. utt_duration=461.9 frames, utt_pad_proportion=0.08429, over 21499.45 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2828, pruned_loss=0.05022, over 2391689.20 frames. utt_duration=1286 frames, utt_pad_proportion=0.0476, over 7449.87 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3116, pruned_loss=0.07711, over 2474991.34 frames. utt_duration=431.6 frames, utt_pad_proportion=0.08566, over 23015.19 utterances.], batch size: 133, lr: 2.24e-04
2022-09-01 02:59:59,520 INFO [train.py:927] (3/8) Epoch 18, batch 6850, giga_loss[loss=0.235, simple_loss=0.3122, pruned_loss=0.07892, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04089, over 113.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07425, over 2474241.45 frames. utt_duration=457 frames, utt_pad_proportion=0.08294, over 21724.36 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2829, pruned_loss=0.05027, over 2393165.92 frames. utt_duration=1287 frames, utt_pad_proportion=0.04698, over 7447.77 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3115, pruned_loss=0.07665, over 2474649.44 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08451, over 23202.50 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:01:39,873 INFO [train.py:927] (3/8) Epoch 18, batch 6900, giga_loss[loss=0.2143, simple_loss=0.305, pruned_loss=0.0618, over 12175.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03437, over 39.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3085, pruned_loss=0.07384, over 2473354.55 frames. utt_duration=473.2 frames, utt_pad_proportion=0.08072, over 20973.80 utterances.], libri_tot_loss[loss=0.1918, simple_loss=0.283, pruned_loss=0.05028, over 2394691.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.04611, over 7437.67 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3108, pruned_loss=0.07626, over 2474099.51 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08265, over 22470.05 utterances.], batch size: 39, lr: 2.24e-04
2022-09-01 03:03:24,702 INFO [train.py:927] (3/8) Epoch 18, batch 6950, giga_loss[loss=0.2266, simple_loss=0.296, pruned_loss=0.07858, over 12355.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02903, over 48.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.308, pruned_loss=0.07365, over 2473795.36 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07891, over 20460.54 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2824, pruned_loss=0.05013, over 2396515.58 frames. utt_duration=1295 frames, utt_pad_proportion=0.04529, over 7410.07 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3109, pruned_loss=0.07625, over 2474529.86 frames. utt_duration=451.7 frames, utt_pad_proportion=0.08106, over 21982.92 utterances.], batch size: 48, lr: 2.24e-04
2022-09-01 03:05:09,688 INFO [train.py:927] (3/8) Epoch 18, batch 7000, giga_loss[loss=0.199, simple_loss=0.2855, pruned_loss=0.05622, over 12282.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02669, over 54.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.308, pruned_loss=0.07412, over 2474287.45 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07802, over 20352.99 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2821, pruned_loss=0.05001, over 2397545.41 frames. utt_duration=1299 frames, utt_pad_proportion=0.04479, over 7394.01 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3109, pruned_loss=0.07658, over 2474992.92 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08008, over 21736.33 utterances.], batch size: 54, lr: 2.24e-04
2022-09-01 03:06:52,641 INFO [train.py:927] (3/8) Epoch 18, batch 7050, giga_loss[loss=0.2719, simple_loss=0.3255, pruned_loss=0.1091, over 12368.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2136, over 374.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3103, pruned_loss=0.07589, over 2474517.12 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07467, over 20005.40 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2819, pruned_loss=0.04999, over 2400247.66 frames. utt_duration=1301 frames, utt_pad_proportion=0.04441, over 7390.91 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3137, pruned_loss=0.0787, over 2475041.39 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07697, over 21525.30 utterances.], batch size: 374, lr: 2.24e-04
2022-09-01 03:08:36,439 INFO [train.py:927] (3/8) Epoch 18, batch 7100, giga_loss[loss=0.2445, simple_loss=0.3244, pruned_loss=0.08231, over 12368.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05268, over 161.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3099, pruned_loss=0.07496, over 2474799.07 frames. utt_duration=503.7 frames, utt_pad_proportion=0.07018, over 19709.70 utterances.], libri_tot_loss[loss=0.1913, simple_loss=0.2823, pruned_loss=0.05017, over 2402132.09 frames. utt_duration=1303 frames, utt_pad_proportion=0.04354, over 7384.23 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.313, pruned_loss=0.07763, over 2475168.69 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07282, over 21212.54 utterances.], batch size: 161, lr: 2.24e-04
2022-09-01 03:10:18,187 INFO [train.py:927] (3/8) Epoch 18, batch 7150, giga_loss[loss=0.2508, simple_loss=0.3198, pruned_loss=0.0909, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04583, over 31.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3105, pruned_loss=0.07543, over 2474846.89 frames. utt_duration=494.8 frames, utt_pad_proportion=0.07231, over 20065.48 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2826, pruned_loss=0.0504, over 2404239.21 frames. utt_duration=1290 frames, utt_pad_proportion=0.04723, over 7461.65 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3135, pruned_loss=0.07815, over 2475479.31 frames. utt_duration=459.9 frames, utt_pad_proportion=0.0734, over 21602.13 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 03:12:03,378 INFO [train.py:927] (3/8) Epoch 18, batch 7200, giga_loss[loss=0.2347, simple_loss=0.316, pruned_loss=0.07671, over 12378.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03813, over 113.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3092, pruned_loss=0.07472, over 2475585.61 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07172, over 19871.44 utterances.], libri_tot_loss[loss=0.1917, simple_loss=0.2825, pruned_loss=0.05045, over 2405958.73 frames. utt_duration=1294 frames, utt_pad_proportion=0.04633, over 7448.35 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07737, over 2476109.87 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07307, over 21380.39 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:13:49,328 INFO [train.py:927] (3/8) Epoch 18, batch 7250, giga_loss[loss=0.2024, simple_loss=0.28, pruned_loss=0.06234, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.03946, over 26.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3054, pruned_loss=0.07261, over 2475315.56 frames. utt_duration=502.4 frames, utt_pad_proportion=0.0686, over 19767.60 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2822, pruned_loss=0.05027, over 2407084.77 frames. utt_duration=1293 frames, utt_pad_proportion=0.0464, over 7454.26 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3086, pruned_loss=0.07539, over 2476251.94 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07002, over 21237.60 utterances.], batch size: 26, lr: 2.24e-04
2022-09-01 03:15:33,453 INFO [train.py:927] (3/8) Epoch 18, batch 7300, giga_loss[loss=0.1906, simple_loss=0.2766, pruned_loss=0.05228, over 12344.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02918, over 66.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3027, pruned_loss=0.07202, over 2474471.69 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06869, over 19420.40 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2816, pruned_loss=0.05005, over 2408407.00 frames. utt_duration=1300 frames, utt_pad_proportion=0.04583, over 7419.43 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3062, pruned_loss=0.07482, over 2475225.37 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07014, over 20836.79 utterances.], batch size: 66, lr: 2.24e-04
2022-09-01 03:17:20,069 INFO [train.py:927] (3/8) Epoch 18, batch 7350, giga_loss[loss=0.216, simple_loss=0.3086, pruned_loss=0.06167, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04369, over 146.00 utterances.], tot_loss[loss=0.221, simple_loss=0.3018, pruned_loss=0.07015, over 2474691.10 frames. utt_duration=491.1 frames, utt_pad_proportion=0.0703, over 20218.95 utterances.], libri_tot_loss[loss=0.1907, simple_loss=0.2815, pruned_loss=0.04996, over 2409310.39 frames. utt_duration=1300 frames, utt_pad_proportion=0.0457, over 7420.16 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3049, pruned_loss=0.07272, over 2475356.70 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07148, over 21505.60 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 03:19:05,626 INFO [train.py:927] (3/8) Epoch 18, batch 7400, giga_loss[loss=0.2202, simple_loss=0.3241, pruned_loss=0.05817, over 12405.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03086, over 122.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3004, pruned_loss=0.06685, over 2474946.06 frames. utt_duration=464 frames, utt_pad_proportion=0.07112, over 21403.28 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2814, pruned_loss=0.0499, over 2409812.85 frames. utt_duration=1303 frames, utt_pad_proportion=0.04518, over 7406.93 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3032, pruned_loss=0.06918, over 2475922.82 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07222, over 22628.56 utterances.], batch size: 122, lr: 2.24e-04
2022-09-01 03:20:51,824 INFO [train.py:927] (3/8) Epoch 18, batch 7450, giga_loss[loss=0.1889, simple_loss=0.2849, pruned_loss=0.04645, over 12393.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04445, over 146.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2979, pruned_loss=0.06393, over 2475028.30 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07199, over 21815.72 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2812, pruned_loss=0.04982, over 2411671.03 frames. utt_duration=1306 frames, utt_pad_proportion=0.04436, over 7396.61 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3009, pruned_loss=0.0663, over 2475883.50 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07327, over 23204.15 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 03:22:35,455 INFO [train.py:927] (3/8) Epoch 18, batch 7500, giga_loss[loss=0.2243, simple_loss=0.315, pruned_loss=0.06676, over 12328.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03507, over 62.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2976, pruned_loss=0.06152, over 2475169.70 frames. utt_duration=464.2 frames, utt_pad_proportion=0.07036, over 21394.05 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2814, pruned_loss=0.04985, over 2413647.82 frames. utt_duration=1290 frames, utt_pad_proportion=0.04812, over 7490.66 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3004, pruned_loss=0.06389, over 2476347.40 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07089, over 22938.56 utterances.], batch size: 62, lr: 2.24e-04
2022-09-01 03:24:19,311 INFO [train.py:927] (3/8) Epoch 18, batch 7550, giga_loss[loss=0.1588, simple_loss=0.2575, pruned_loss=0.03003, over 12308.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03585, over 51.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2968, pruned_loss=0.06072, over 2475501.97 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07154, over 21722.58 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2813, pruned_loss=0.04973, over 2414066.35 frames. utt_duration=1287 frames, utt_pad_proportion=0.04876, over 7508.80 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2992, pruned_loss=0.06279, over 2476606.05 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07179, over 23048.62 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 03:26:02,292 INFO [train.py:927] (3/8) Epoch 18, batch 7600, giga_loss[loss=0.2146, simple_loss=0.2908, pruned_loss=0.06918, over 12340.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.1827, over 359.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2951, pruned_loss=0.05953, over 2475878.86 frames. utt_duration=426.9 frames, utt_pad_proportion=0.07607, over 23276.58 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2815, pruned_loss=0.04982, over 2415029.79 frames. utt_duration=1291 frames, utt_pad_proportion=0.04806, over 7492.77 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2971, pruned_loss=0.06126, over 2477002.71 frames. utt_duration=403.9 frames, utt_pad_proportion=0.07636, over 24617.39 utterances.], batch size: 359, lr: 2.24e-04
2022-09-01 03:27:48,465 INFO [train.py:927] (3/8) Epoch 18, batch 7650, giga_loss[loss=0.2277, simple_loss=0.3161, pruned_loss=0.06967, over 12352.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2951, pruned_loss=0.05886, over 2476042.72 frames. utt_duration=417.4 frames, utt_pad_proportion=0.0748, over 23813.13 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.05002, over 2415732.64 frames. utt_duration=1278 frames, utt_pad_proportion=0.05172, over 7569.83 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2961, pruned_loss=0.06012, over 2476835.82 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07414, over 24945.47 utterances.], batch size: 97, lr: 2.24e-04
2022-09-01 03:29:32,585 INFO [train.py:927] (3/8) Epoch 18, batch 7700, giga_loss[loss=0.1927, simple_loss=0.2817, pruned_loss=0.0519, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2918, pruned_loss=0.05641, over 2475843.46 frames. utt_duration=421.1 frames, utt_pad_proportion=0.07046, over 23601.44 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.05005, over 2416391.16 frames. utt_duration=1281 frames, utt_pad_proportion=0.05112, over 7556.33 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2928, pruned_loss=0.05749, over 2476692.14 frames. utt_duration=402.1 frames, utt_pad_proportion=0.07035, over 24725.30 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:31:20,460 INFO [train.py:927] (3/8) Epoch 18, batch 7750, giga_loss[loss=0.2069, simple_loss=0.2952, pruned_loss=0.05928, over 12381.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05946, over 182.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2898, pruned_loss=0.05555, over 2476584.94 frames. utt_duration=417.5 frames, utt_pad_proportion=0.07214, over 23809.36 utterances.], libri_tot_loss[loss=0.1916, simple_loss=0.2827, pruned_loss=0.0503, over 2418094.43 frames. utt_duration=1257 frames, utt_pad_proportion=0.05875, over 7704.19 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05635, over 2477309.62 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07004, over 25014.68 utterances.], batch size: 182, lr: 2.24e-04
2022-09-01 03:33:10,144 INFO [train.py:927] (3/8) Epoch 18, batch 7800, giga_loss[loss=0.2117, simple_loss=0.3062, pruned_loss=0.05861, over 12357.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03724, over 113.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2906, pruned_loss=0.05599, over 2476947.29 frames. utt_duration=398.9 frames, utt_pad_proportion=0.07541, over 24930.16 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2826, pruned_loss=0.05017, over 2419192.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05789, over 7697.12 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05685, over 2477596.60 frames. utt_duration=379.5 frames, utt_pad_proportion=0.07402, over 26216.74 utterances.], batch size: 113, lr: 2.24e-04
2022-09-01 03:35:11,985 INFO [train.py:927] (3/8) Epoch 18, batch 7850, giga_loss[loss=0.174, simple_loss=0.2715, pruned_loss=0.0383, over 12462.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03054, over 55.00 utterances.], tot_loss[loss=0.202, simple_loss=0.292, pruned_loss=0.05602, over 2476891.13 frames. utt_duration=396.6 frames, utt_pad_proportion=0.07227, over 25072.71 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.05003, over 2419789.83 frames. utt_duration=1264 frames, utt_pad_proportion=0.05722, over 7666.45 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.293, pruned_loss=0.05692, over 2477874.67 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07155, over 26423.52 utterances.], batch size: 55, lr: 2.24e-04
2022-09-01 03:37:12,685 INFO [train.py:927] (3/8) Epoch 18, batch 7900, giga_loss[loss=0.2113, simple_loss=0.3016, pruned_loss=0.06051, over 12406.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07371, over 212.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2906, pruned_loss=0.05485, over 2477092.18 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06997, over 25258.13 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2825, pruned_loss=0.05013, over 2420364.13 frames. utt_duration=1258 frames, utt_pad_proportion=0.05798, over 7706.65 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2912, pruned_loss=0.05552, over 2477868.40 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06936, over 26435.00 utterances.], batch size: 212, lr: 2.24e-04
2022-09-01 03:39:23,012 INFO [train.py:927] (3/8) Epoch 18, batch 7950, giga_loss[loss=0.2031, simple_loss=0.2847, pruned_loss=0.06077, over 12471.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.02699, over 80.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2884, pruned_loss=0.05331, over 2477182.03 frames. utt_duration=395.9 frames, utt_pad_proportion=0.07018, over 25111.11 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2828, pruned_loss=0.05013, over 2421965.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.06085, over 7760.46 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.2889, pruned_loss=0.05395, over 2477880.77 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06905, over 26509.65 utterances.], batch size: 80, lr: 2.24e-04
2022-09-01 03:41:17,757 INFO [train.py:927] (3/8) Epoch 18, batch 8000, giga_loss[loss=0.201, simple_loss=0.2944, pruned_loss=0.05381, over 12465.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03428, over 98.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.05185, over 2477090.16 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06838, over 24936.68 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2825, pruned_loss=0.04999, over 2422844.02 frames. utt_duration=1254 frames, utt_pad_proportion=0.05995, over 7736.76 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2863, pruned_loss=0.05253, over 2478060.55 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06785, over 26445.64 utterances.], batch size: 98, lr: 2.24e-04
2022-09-01 03:43:24,345 INFO [train.py:927] (3/8) Epoch 18, batch 8050, giga_loss[loss=0.2015, simple_loss=0.2922, pruned_loss=0.05539, over 12434.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.03461, over 31.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2873, pruned_loss=0.05243, over 2477379.80 frames. utt_duration=380.7 frames, utt_pad_proportion=0.07056, over 26117.51 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2826, pruned_loss=0.05005, over 2423414.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05948, over 7732.39 utterances.], giga_tot_loss[loss=0.1968, simple_loss=0.2878, pruned_loss=0.05293, over 2478129.69 frames. utt_duration=362.2 frames, utt_pad_proportion=0.0702, over 27465.13 utterances.], batch size: 31, lr: 2.24e-04
2022-09-01 03:45:33,501 INFO [train.py:927] (3/8) Epoch 18, batch 8100, giga_loss[loss=0.2177, simple_loss=0.3138, pruned_loss=0.06079, over 12356.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02983, over 70.00 utterances.], tot_loss[loss=0.1946, simple_loss=0.2856, pruned_loss=0.05178, over 2477125.25 frames. utt_duration=386.2 frames, utt_pad_proportion=0.0706, over 25737.83 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04991, over 2423872.77 frames. utt_duration=1257 frames, utt_pad_proportion=0.05883, over 7719.52 utterances.], giga_tot_loss[loss=0.1955, simple_loss=0.2863, pruned_loss=0.05233, over 2478001.87 frames. utt_duration=367.7 frames, utt_pad_proportion=0.07051, over 27048.84 utterances.], batch size: 70, lr: 2.24e-04
2022-09-01 03:47:33,522 INFO [train.py:927] (3/8) Epoch 18, batch 8150, giga_loss[loss=0.2075, simple_loss=0.3099, pruned_loss=0.05256, over 12429.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03546, over 105.00 utterances.], tot_loss[loss=0.1962, simple_loss=0.2878, pruned_loss=0.05231, over 2477537.37 frames. utt_duration=394.5 frames, utt_pad_proportion=0.07015, over 25200.27 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04986, over 2425964.74 frames. utt_duration=1247 frames, utt_pad_proportion=0.06321, over 7791.88 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2884, pruned_loss=0.05286, over 2478471.36 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06902, over 26919.48 utterances.], batch size: 105, lr: 2.24e-04
2022-09-01 03:49:34,490 INFO [train.py:927] (3/8) Epoch 18, batch 8200, libri_loss[loss=0.1879, simple_loss=0.2867, pruned_loss=0.04454, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006876, over 37.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2894, pruned_loss=0.0514, over 2477699.33 frames. utt_duration=399.8 frames, utt_pad_proportion=0.07071, over 24869.11 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2825, pruned_loss=0.04982, over 2427442.34 frames. utt_duration=1251 frames, utt_pad_proportion=0.06183, over 7771.40 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2899, pruned_loss=0.05193, over 2478482.08 frames. utt_duration=372 frames, utt_pad_proportion=0.0702, over 26738.23 utterances.], batch size: 37, lr: 2.24e-04
2022-09-01 03:51:39,959 INFO [train.py:927] (3/8) Epoch 18, batch 8250, libri_loss[loss=0.1644, simple_loss=0.25, pruned_loss=0.03934, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006218, over 32.00 utterances.], tot_loss[loss=0.1953, simple_loss=0.2888, pruned_loss=0.05091, over 2477733.72 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0701, over 24419.64 utterances.], libri_tot_loss[loss=0.1908, simple_loss=0.2821, pruned_loss=0.04979, over 2429400.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.06003, over 7739.15 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2899, pruned_loss=0.05142, over 2478373.89 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0703, over 26600.03 utterances.], batch size: 32, lr: 2.24e-04
2022-09-01 03:53:59,502 INFO [train.py:927] (3/8) Epoch 18, batch 8300, giga_loss[loss=0.1926, simple_loss=0.291, pruned_loss=0.04713, over 12296.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.03642, over 51.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2889, pruned_loss=0.05192, over 2477209.54 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06728, over 23630.95 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2819, pruned_loss=0.04971, over 2429887.31 frames. utt_duration=1260 frames, utt_pad_proportion=0.05936, over 7724.10 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2901, pruned_loss=0.05242, over 2477928.42 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06786, over 25593.40 utterances.], batch size: 51, lr: 2.24e-04
2022-09-01 03:56:08,812 INFO [train.py:927] (3/8) Epoch 18, batch 8350, giga_loss[loss=0.177, simple_loss=0.2708, pruned_loss=0.04161, over 12443.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04121, over 146.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2875, pruned_loss=0.05201, over 2476944.61 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06608, over 23700.87 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.2817, pruned_loss=0.04972, over 2430839.58 frames. utt_duration=1267 frames, utt_pad_proportion=0.0578, over 7686.21 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2889, pruned_loss=0.05249, over 2478112.75 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06711, over 25811.20 utterances.], batch size: 146, lr: 2.24e-04
2022-09-01 03:58:17,252 INFO [train.py:927] (3/8) Epoch 18, batch 8400, giga_loss[loss=0.1908, simple_loss=0.2845, pruned_loss=0.04854, over 12387.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.05536, over 181.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2844, pruned_loss=0.05098, over 2476874.35 frames. utt_duration=398 frames, utt_pad_proportion=0.07542, over 24964.03 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2816, pruned_loss=0.04966, over 2431475.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05695, over 7666.55 utterances.], giga_tot_loss[loss=0.1943, simple_loss=0.2857, pruned_loss=0.05145, over 2478075.86 frames. utt_duration=368.9 frames, utt_pad_proportion=0.07584, over 26952.75 utterances.], batch size: 181, lr: 2.24e-04
2022-09-01 04:00:21,026 INFO [train.py:927] (3/8) Epoch 18, batch 8450, giga_loss[loss=0.1946, simple_loss=0.2894, pruned_loss=0.04985, over 12354.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03064, over 58.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.286, pruned_loss=0.05172, over 2477151.02 frames. utt_duration=400 frames, utt_pad_proportion=0.07309, over 24842.45 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2815, pruned_loss=0.04959, over 2431868.56 frames. utt_duration=1273 frames, utt_pad_proportion=0.05608, over 7649.39 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2871, pruned_loss=0.05218, over 2478573.24 frames. utt_duration=371.8 frames, utt_pad_proportion=0.07387, over 26751.73 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 04:02:16,117 INFO [train.py:927] (3/8) Epoch 18, batch 8500, giga_loss[loss=0.1903, simple_loss=0.2792, pruned_loss=0.05071, over 12363.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03196, over 58.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2854, pruned_loss=0.05204, over 2477725.67 frames. utt_duration=402.3 frames, utt_pad_proportion=0.07069, over 24710.89 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2815, pruned_loss=0.04959, over 2432260.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05569, over 7640.88 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2863, pruned_loss=0.05242, over 2478902.37 frames. utt_duration=377.3 frames, utt_pad_proportion=0.07158, over 26365.85 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 04:04:23,208 INFO [train.py:927] (3/8) Epoch 18, batch 8550, giga_loss[loss=0.2152, simple_loss=0.3228, pruned_loss=0.05381, over 12488.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.03848, over 52.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2864, pruned_loss=0.05198, over 2477722.96 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07024, over 24459.44 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2816, pruned_loss=0.04951, over 2433398.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05482, over 7630.56 utterances.], giga_tot_loss[loss=0.196, simple_loss=0.2872, pruned_loss=0.05244, over 2478879.22 frames. utt_duration=378.6 frames, utt_pad_proportion=0.07135, over 26270.85 utterances.], batch size: 52, lr: 2.23e-04
2022-09-01 04:06:46,991 INFO [train.py:927] (3/8) Epoch 18, batch 8600, giga_loss[loss=0.1818, simple_loss=0.2661, pruned_loss=0.04876, over 12358.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2861, pruned_loss=0.05143, over 2477619.66 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06911, over 24294.53 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04946, over 2434602.81 frames. utt_duration=1281 frames, utt_pad_proportion=0.05376, over 7611.04 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2869, pruned_loss=0.05189, over 2478449.64 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07045, over 26135.86 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 04:08:52,859 INFO [train.py:927] (3/8) Epoch 18, batch 8650, giga_loss[loss=0.1798, simple_loss=0.2741, pruned_loss=0.04274, over 12413.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05129, over 161.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2822, pruned_loss=0.05076, over 2477547.97 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07212, over 24882.65 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2817, pruned_loss=0.04945, over 2435161.42 frames. utt_duration=1281 frames, utt_pad_proportion=0.05294, over 7610.86 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2827, pruned_loss=0.05116, over 2478455.68 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07327, over 26643.55 utterances.], batch size: 161, lr: 2.23e-04
2022-09-01 04:10:42,984 INFO [train.py:927] (3/8) Epoch 18, batch 8700, giga_loss[loss=0.1901, simple_loss=0.2791, pruned_loss=0.05059, over 12376.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2828, pruned_loss=0.05125, over 2478168.96 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06982, over 25192.62 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2818, pruned_loss=0.04946, over 2435364.61 frames. utt_duration=1281 frames, utt_pad_proportion=0.05272, over 7610.80 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2831, pruned_loss=0.05156, over 2478888.07 frames. utt_duration=373.3 frames, utt_pad_proportion=0.07092, over 26647.22 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 04:12:46,668 INFO [train.py:927] (3/8) Epoch 18, batch 8750, giga_loss[loss=0.2026, simple_loss=0.2938, pruned_loss=0.0557, over 12446.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02736, over 80.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.282, pruned_loss=0.05047, over 2478510.75 frames. utt_duration=386.7 frames, utt_pad_proportion=0.07102, over 25716.51 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2818, pruned_loss=0.04946, over 2435631.79 frames. utt_duration=1279 frames, utt_pad_proportion=0.05285, over 7624.75 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2823, pruned_loss=0.05071, over 2479026.37 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07182, over 26923.78 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 04:14:57,990 INFO [train.py:927] (3/8) Epoch 18, batch 8800, giga_loss[loss=0.1583, simple_loss=0.2501, pruned_loss=0.0333, over 12341.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03095, over 91.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2804, pruned_loss=0.04987, over 2478237.47 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06919, over 25165.50 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2818, pruned_loss=0.04953, over 2436067.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05667, over 7684.52 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2806, pruned_loss=0.05003, over 2479264.44 frames. utt_duration=375.5 frames, utt_pad_proportion=0.06903, over 26497.57 utterances.], batch size: 91, lr: 2.23e-04
2022-09-01 04:17:08,930 INFO [train.py:927] (3/8) Epoch 18, batch 8850, giga_loss[loss=0.2069, simple_loss=0.2908, pruned_loss=0.06147, over 12375.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.02755, over 85.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2805, pruned_loss=0.04984, over 2478549.71 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06916, over 25122.71 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.282, pruned_loss=0.04955, over 2436494.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05601, over 7678.25 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2804, pruned_loss=0.04994, over 2479533.32 frames. utt_duration=376.8 frames, utt_pad_proportion=0.06924, over 26403.82 utterances.], batch size: 85, lr: 2.23e-04
2022-09-01 04:19:06,356 INFO [train.py:927] (3/8) Epoch 18, batch 8900, giga_loss[loss=0.1764, simple_loss=0.2771, pruned_loss=0.03786, over 12412.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2795, pruned_loss=0.04924, over 2478906.87 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06746, over 25193.15 utterances.], libri_tot_loss[loss=0.1906, simple_loss=0.282, pruned_loss=0.04954, over 2436465.01 frames. utt_duration=1271 frames, utt_pad_proportion=0.05578, over 7674.86 utterances.], giga_tot_loss[loss=0.189, simple_loss=0.2794, pruned_loss=0.04933, over 2479901.31 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06766, over 26279.45 utterances.], batch size: 182, lr: 2.23e-04
2022-09-01 04:21:08,548 INFO [train.py:927] (3/8) Epoch 18, batch 8950, giga_loss[loss=0.1993, simple_loss=0.2965, pruned_loss=0.05109, over 12367.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.282, pruned_loss=0.04949, over 2478887.72 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06868, over 25521.19 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2825, pruned_loss=0.04967, over 2437566.31 frames. utt_duration=1268 frames, utt_pad_proportion=0.05563, over 7698.75 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2815, pruned_loss=0.04944, over 2479628.36 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06893, over 26777.85 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 04:23:08,724 INFO [train.py:927] (3/8) Epoch 18, batch 9000, libri_loss[loss=0.1576, simple_loss=0.2451, pruned_loss=0.03509, over 12208.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009583, over 29.00 utterances.], tot_loss[loss=0.1904, simple_loss=0.2822, pruned_loss=0.04932, over 2477810.01 frames. utt_duration=394.9 frames, utt_pad_proportion=0.06633, over 25173.63 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.282, pruned_loss=0.04943, over 2437799.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05512, over 7678.24 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2823, pruned_loss=0.0495, over 2479149.96 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06686, over 26610.73 utterances.], batch size: 29, lr: 2.23e-04
2022-09-01 04:23:08,726 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 04:23:22,554 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.172, simple_loss=0.2823, pruned_loss=0.03088, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 04:25:27,496 INFO [train.py:927] (3/8) Epoch 18, batch 9050, giga_loss[loss=0.2107, simple_loss=0.2979, pruned_loss=0.0618, over 12461.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03444, over 98.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2806, pruned_loss=0.04844, over 2477695.71 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06918, over 25628.56 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2819, pruned_loss=0.04927, over 2438384.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05469, over 7677.65 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2808, pruned_loss=0.04872, over 2478962.02 frames. utt_duration=367.1 frames, utt_pad_proportion=0.06964, over 27100.33 utterances.], batch size: 98, lr: 2.23e-04
2022-09-01 04:27:29,204 INFO [train.py:927] (3/8) Epoch 18, batch 9100, giga_loss[loss=0.1952, simple_loss=0.2805, pruned_loss=0.0549, over 12392.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03103, over 62.00 utterances.], tot_loss[loss=0.1882, simple_loss=0.2797, pruned_loss=0.04836, over 2477407.28 frames. utt_duration=390.4 frames, utt_pad_proportion=0.06681, over 25461.81 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2818, pruned_loss=0.04927, over 2438875.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05399, over 7653.35 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2799, pruned_loss=0.04857, over 2478652.58 frames. utt_duration=369 frames, utt_pad_proportion=0.06751, over 26958.10 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 04:29:33,063 INFO [train.py:927] (3/8) Epoch 18, batch 9150, giga_loss[loss=0.2094, simple_loss=0.3006, pruned_loss=0.05909, over 12418.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03995, over 105.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2811, pruned_loss=0.04869, over 2477217.54 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06754, over 25042.45 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.282, pruned_loss=0.04934, over 2440120.50 frames. utt_duration=1279 frames, utt_pad_proportion=0.05243, over 7637.71 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.281, pruned_loss=0.04875, over 2478474.49 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06865, over 26909.43 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:31:32,975 INFO [train.py:927] (3/8) Epoch 18, batch 9200, giga_loss[loss=0.209, simple_loss=0.3037, pruned_loss=0.05711, over 12385.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03037, over 122.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2831, pruned_loss=0.04979, over 2477426.00 frames. utt_duration=417 frames, utt_pad_proportion=0.06314, over 23832.64 utterances.], libri_tot_loss[loss=0.1904, simple_loss=0.2821, pruned_loss=0.04942, over 2440795.27 frames. utt_duration=1280 frames, utt_pad_proportion=0.05176, over 7636.10 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.283, pruned_loss=0.04975, over 2478474.31 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06459, over 25603.72 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 04:33:37,361 INFO [train.py:927] (3/8) Epoch 18, batch 9250, giga_loss[loss=0.1741, simple_loss=0.2684, pruned_loss=0.03984, over 12437.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02127, over 48.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2851, pruned_loss=0.0504, over 2477356.33 frames. utt_duration=415.3 frames, utt_pad_proportion=0.06481, over 23931.26 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2819, pruned_loss=0.04936, over 2441305.72 frames. utt_duration=1282 frames, utt_pad_proportion=0.05103, over 7626.49 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2852, pruned_loss=0.05043, over 2478364.01 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06611, over 25616.17 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 04:35:49,314 INFO [train.py:927] (3/8) Epoch 18, batch 9300, giga_loss[loss=0.1851, simple_loss=0.2815, pruned_loss=0.04436, over 12348.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03839, over 113.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2838, pruned_loss=0.05008, over 2477562.56 frames. utt_duration=419 frames, utt_pad_proportion=0.06443, over 23721.79 utterances.], libri_tot_loss[loss=0.1901, simple_loss=0.2817, pruned_loss=0.04924, over 2442021.93 frames. utt_duration=1286 frames, utt_pad_proportion=0.0501, over 7603.04 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2842, pruned_loss=0.05025, over 2478508.03 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06586, over 25466.46 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 04:37:46,923 INFO [train.py:927] (3/8) Epoch 18, batch 9350, giga_loss[loss=0.1929, simple_loss=0.2852, pruned_loss=0.0503, over 12439.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2839, pruned_loss=0.0505, over 2478090.39 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06426, over 24472.65 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2816, pruned_loss=0.0492, over 2442646.61 frames. utt_duration=1289 frames, utt_pad_proportion=0.04946, over 7588.18 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2842, pruned_loss=0.05067, over 2478898.53 frames. utt_duration=380.4 frames, utt_pad_proportion=0.0656, over 26145.86 utterances.], batch size: 161, lr: 2.23e-04
2022-09-01 04:39:50,983 INFO [train.py:927] (3/8) Epoch 18, batch 9400, giga_loss[loss=0.1872, simple_loss=0.285, pruned_loss=0.04472, over 12394.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04501, over 146.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.282, pruned_loss=0.05048, over 2477950.27 frames. utt_duration=403.5 frames, utt_pad_proportion=0.0676, over 24639.16 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2813, pruned_loss=0.04907, over 2443290.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.0486, over 7555.76 utterances.], giga_tot_loss[loss=0.1921, simple_loss=0.2826, pruned_loss=0.05076, over 2478793.28 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06876, over 26372.30 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 04:41:53,109 INFO [train.py:927] (3/8) Epoch 18, batch 9450, giga_loss[loss=0.1854, simple_loss=0.282, pruned_loss=0.0444, over 12395.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04954, over 161.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.2811, pruned_loss=0.0491, over 2476970.69 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06817, over 24271.68 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2811, pruned_loss=0.04897, over 2443176.23 frames. utt_duration=1297 frames, utt_pad_proportion=0.04826, over 7542.24 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2817, pruned_loss=0.04942, over 2478064.67 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06922, over 25808.14 utterances.], batch size: 161, lr: 2.23e-04
2022-09-01 04:43:43,072 INFO [train.py:927] (3/8) Epoch 18, batch 9500, giga_loss[loss=0.1851, simple_loss=0.2792, pruned_loss=0.04548, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02744, over 66.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2821, pruned_loss=0.04826, over 2476527.88 frames. utt_duration=422.3 frames, utt_pad_proportion=0.0668, over 23525.60 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04879, over 2443721.34 frames. utt_duration=1296 frames, utt_pad_proportion=0.04823, over 7552.71 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2829, pruned_loss=0.04867, over 2477635.86 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06788, over 25088.76 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 04:45:54,322 INFO [train.py:927] (3/8) Epoch 18, batch 9550, giga_loss[loss=0.182, simple_loss=0.262, pruned_loss=0.05106, over 12371.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1798, over 358.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2821, pruned_loss=0.04834, over 2477039.35 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06872, over 24622.45 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2805, pruned_loss=0.04875, over 2444018.53 frames. utt_duration=1298 frames, utt_pad_proportion=0.04759, over 7537.70 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2829, pruned_loss=0.04869, over 2478217.68 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06968, over 26142.99 utterances.], batch size: 358, lr: 2.23e-04
2022-09-01 04:48:05,087 INFO [train.py:927] (3/8) Epoch 18, batch 9600, giga_loss[loss=0.2022, simple_loss=0.3006, pruned_loss=0.05196, over 12380.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03067, over 62.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2827, pruned_loss=0.04837, over 2477114.34 frames. utt_duration=393.2 frames, utt_pad_proportion=0.06774, over 25275.06 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2806, pruned_loss=0.04876, over 2444644.29 frames. utt_duration=1286 frames, utt_pad_proportion=0.05152, over 7614.22 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2833, pruned_loss=0.04863, over 2478390.50 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06772, over 26899.52 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 04:50:23,236 INFO [train.py:927] (3/8) Epoch 18, batch 9650, giga_loss[loss=0.1914, simple_loss=0.2909, pruned_loss=0.04596, over 12360.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03139, over 51.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2847, pruned_loss=0.04895, over 2477166.66 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06853, over 25372.91 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.281, pruned_loss=0.04881, over 2445366.96 frames. utt_duration=1288 frames, utt_pad_proportion=0.05048, over 7605.96 utterances.], giga_tot_loss[loss=0.1916, simple_loss=0.2849, pruned_loss=0.04912, over 2478247.80 frames. utt_duration=367.2 frames, utt_pad_proportion=0.06883, over 27083.30 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 04:52:48,213 INFO [train.py:927] (3/8) Epoch 18, batch 9700, giga_loss[loss=0.1893, simple_loss=0.283, pruned_loss=0.04776, over 12425.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04306, over 147.00 utterances.], tot_loss[loss=0.1917, simple_loss=0.2855, pruned_loss=0.04898, over 2477661.83 frames. utt_duration=395.8 frames, utt_pad_proportion=0.0662, over 25112.93 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.2813, pruned_loss=0.04882, over 2445388.92 frames. utt_duration=1289 frames, utt_pad_proportion=0.05009, over 7598.91 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2855, pruned_loss=0.04911, over 2478779.86 frames. utt_duration=373.6 frames, utt_pad_proportion=0.06671, over 26622.50 utterances.], batch size: 147, lr: 2.23e-04
2022-09-01 04:55:04,668 INFO [train.py:927] (3/8) Epoch 18, batch 9750, giga_loss[loss=0.2258, simple_loss=0.304, pruned_loss=0.07375, over 12423.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09225, over 255.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.284, pruned_loss=0.04851, over 2477829.59 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06756, over 25532.09 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2811, pruned_loss=0.04873, over 2446010.99 frames. utt_duration=1292 frames, utt_pad_proportion=0.04953, over 7582.03 utterances.], giga_tot_loss[loss=0.1908, simple_loss=0.2842, pruned_loss=0.04869, over 2478584.79 frames. utt_duration=368.6 frames, utt_pad_proportion=0.06808, over 26980.26 utterances.], batch size: 255, lr: 2.23e-04
2022-09-01 04:57:02,939 INFO [train.py:927] (3/8) Epoch 18, batch 9800, giga_loss[loss=0.1707, simple_loss=0.2707, pruned_loss=0.03533, over 12396.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.04182, over 105.00 utterances.], tot_loss[loss=0.1906, simple_loss=0.284, pruned_loss=0.04863, over 2477430.30 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06493, over 24732.36 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2807, pruned_loss=0.04865, over 2446270.38 frames. utt_duration=1293 frames, utt_pad_proportion=0.0493, over 7576.05 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2845, pruned_loss=0.04882, over 2478633.55 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06566, over 26354.02 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 04:58:55,567 INFO [train.py:927] (3/8) Epoch 18, batch 9850, libri_loss[loss=0.1947, simple_loss=0.2998, pruned_loss=0.04476, over 12321.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.04385, over 46.00 utterances.], tot_loss[loss=0.1925, simple_loss=0.2861, pruned_loss=0.04947, over 2477431.43 frames. utt_duration=406 frames, utt_pad_proportion=0.06417, over 24481.67 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2808, pruned_loss=0.04864, over 2446420.27 frames. utt_duration=1293 frames, utt_pad_proportion=0.04889, over 7574.49 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2865, pruned_loss=0.04964, over 2478668.96 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06497, over 26003.69 utterances.], batch size: 46, lr: 2.23e-04
2022-09-01 05:00:53,171 INFO [train.py:927] (3/8) Epoch 18, batch 9900, giga_loss[loss=0.1823, simple_loss=0.2742, pruned_loss=0.04524, over 12377.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.02876, over 58.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.2833, pruned_loss=0.04888, over 2476284.18 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06431, over 24087.25 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2807, pruned_loss=0.04862, over 2446488.77 frames. utt_duration=1296 frames, utt_pad_proportion=0.04835, over 7559.97 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2837, pruned_loss=0.04904, over 2477622.77 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06514, over 25536.89 utterances.], batch size: 58, lr: 2.23e-04
2022-09-01 05:02:35,402 INFO [train.py:927] (3/8) Epoch 18, batch 9950, giga_loss[loss=0.2113, simple_loss=0.3108, pruned_loss=0.05592, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03093, over 97.00 utterances.], tot_loss[loss=0.1945, simple_loss=0.2871, pruned_loss=0.051, over 2475276.06 frames. utt_duration=434 frames, utt_pad_proportion=0.06446, over 22877.02 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2808, pruned_loss=0.04868, over 2446886.49 frames. utt_duration=1300 frames, utt_pad_proportion=0.04708, over 7539.69 utterances.], giga_tot_loss[loss=0.1948, simple_loss=0.2874, pruned_loss=0.05108, over 2476881.91 frames. utt_duration=404.9 frames, utt_pad_proportion=0.0656, over 24541.57 utterances.], batch size: 97, lr: 2.23e-04
2022-09-01 05:04:16,473 INFO [train.py:927] (3/8) Epoch 18, batch 10000, giga_loss[loss=0.1741, simple_loss=0.262, pruned_loss=0.04312, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03943, over 40.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2907, pruned_loss=0.05286, over 2474900.05 frames. utt_duration=451.7 frames, utt_pad_proportion=0.06524, over 21976.20 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2809, pruned_loss=0.0487, over 2447375.69 frames. utt_duration=1299 frames, utt_pad_proportion=0.04668, over 7542.65 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.291, pruned_loss=0.05295, over 2476106.85 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06633, over 23493.01 utterances.], batch size: 40, lr: 2.23e-04
2022-09-01 05:05:58,168 INFO [train.py:927] (3/8) Epoch 18, batch 10050, giga_loss[loss=0.1857, simple_loss=0.2677, pruned_loss=0.0519, over 12373.00 frames. utt_duration=473.2 frames, utt_pad_proportion=0.04009, over 105.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2863, pruned_loss=0.05189, over 2474999.63 frames. utt_duration=463.7 frames, utt_pad_proportion=0.06373, over 21411.68 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2812, pruned_loss=0.04899, over 2448017.54 frames. utt_duration=1297 frames, utt_pad_proportion=0.04613, over 7557.63 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2865, pruned_loss=0.0518, over 2475867.19 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06501, over 22850.84 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 05:07:38,924 INFO [train.py:927] (3/8) Epoch 18, batch 10100, giga_loss[loss=0.1508, simple_loss=0.236, pruned_loss=0.0328, over 12410.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03451, over 75.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2787, pruned_loss=0.04945, over 2475474.54 frames. utt_duration=484 frames, utt_pad_proportion=0.06395, over 20516.67 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2808, pruned_loss=0.04881, over 2448695.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.04552, over 7538.79 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2793, pruned_loss=0.04958, over 2476161.62 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06534, over 21981.24 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 05:09:20,719 INFO [train.py:927] (3/8) Epoch 18, batch 10150, giga_loss[loss=0.1808, simple_loss=0.2603, pruned_loss=0.05065, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03344, over 80.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2713, pruned_loss=0.04721, over 2475432.54 frames. utt_duration=469.3 frames, utt_pad_proportion=0.0701, over 21160.47 utterances.], libri_tot_loss[loss=0.1893, simple_loss=0.2809, pruned_loss=0.04886, over 2448905.14 frames. utt_duration=1300 frames, utt_pad_proportion=0.04536, over 7541.09 utterances.], giga_tot_loss[loss=0.183, simple_loss=0.2716, pruned_loss=0.04725, over 2475893.93 frames. utt_duration=444 frames, utt_pad_proportion=0.07095, over 22372.02 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 05:11:05,233 INFO [train.py:927] (3/8) Epoch 18, batch 10200, giga_loss[loss=0.1394, simple_loss=0.2246, pruned_loss=0.02712, over 12248.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03613, over 28.00 utterances.], tot_loss[loss=0.1788, simple_loss=0.2663, pruned_loss=0.04564, over 2475035.63 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07247, over 20954.61 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2808, pruned_loss=0.04882, over 2449538.17 frames. utt_duration=1304 frames, utt_pad_proportion=0.04424, over 7522.47 utterances.], giga_tot_loss[loss=0.1788, simple_loss=0.2663, pruned_loss=0.04563, over 2475679.65 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07358, over 22370.53 utterances.], batch size: 28, lr: 2.23e-04
2022-09-01 05:12:49,023 INFO [train.py:927] (3/8) Epoch 18, batch 10250, giga_loss[loss=0.1604, simple_loss=0.2465, pruned_loss=0.0371, over 12390.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02532, over 66.00 utterances.], tot_loss[loss=0.1758, simple_loss=0.2626, pruned_loss=0.04447, over 2474866.60 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07309, over 20495.01 utterances.], libri_tot_loss[loss=0.1894, simple_loss=0.281, pruned_loss=0.0489, over 2449994.63 frames. utt_duration=1303 frames, utt_pad_proportion=0.04369, over 7531.72 utterances.], giga_tot_loss[loss=0.1752, simple_loss=0.2619, pruned_loss=0.04429, over 2475639.78 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07442, over 21980.47 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:14:31,294 INFO [train.py:927] (3/8) Epoch 18, batch 10300, giga_loss[loss=0.1612, simple_loss=0.2491, pruned_loss=0.03659, over 12373.00 frames. utt_duration=237.2 frames, utt_pad_proportion=0.06625, over 210.00 utterances.], tot_loss[loss=0.174, simple_loss=0.2602, pruned_loss=0.04389, over 2474810.42 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06887, over 19949.79 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2814, pruned_loss=0.04923, over 2450570.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.04747, over 7585.01 utterances.], giga_tot_loss[loss=0.1726, simple_loss=0.2586, pruned_loss=0.04331, over 2475726.50 frames. utt_duration=461.8 frames, utt_pad_proportion=0.06948, over 21513.15 utterances.], batch size: 210, lr: 2.23e-04
2022-09-01 05:16:11,702 INFO [train.py:927] (3/8) Epoch 18, batch 10350, giga_loss[loss=0.1636, simple_loss=0.2457, pruned_loss=0.04073, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03235, over 80.00 utterances.], tot_loss[loss=0.17, simple_loss=0.2557, pruned_loss=0.04211, over 2474263.39 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06556, over 18984.99 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.281, pruned_loss=0.04915, over 2450690.74 frames. utt_duration=1301 frames, utt_pad_proportion=0.04637, over 7545.24 utterances.], giga_tot_loss[loss=0.1685, simple_loss=0.254, pruned_loss=0.0415, over 2475659.00 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06688, over 20665.82 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 05:17:52,883 INFO [train.py:927] (3/8) Epoch 18, batch 10400, giga_loss[loss=0.1592, simple_loss=0.2448, pruned_loss=0.03686, over 12360.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02716, over 48.00 utterances.], tot_loss[loss=0.167, simple_loss=0.2521, pruned_loss=0.04089, over 2473849.38 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06349, over 18492.58 utterances.], libri_tot_loss[loss=0.1895, simple_loss=0.2809, pruned_loss=0.04902, over 2451734.72 frames. utt_duration=1302 frames, utt_pad_proportion=0.04504, over 7539.61 utterances.], giga_tot_loss[loss=0.1652, simple_loss=0.2499, pruned_loss=0.04023, over 2474856.99 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06542, over 20256.46 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 05:19:34,597 INFO [train.py:927] (3/8) Epoch 18, batch 10450, libri_loss[loss=0.1922, simple_loss=0.287, pruned_loss=0.04869, over 12406.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0232, over 43.00 utterances.], tot_loss[loss=0.1742, simple_loss=0.2592, pruned_loss=0.04463, over 2474327.38 frames. utt_duration=507 frames, utt_pad_proportion=0.06853, over 19576.35 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04874, over 2452228.39 frames. utt_duration=1305 frames, utt_pad_proportion=0.04434, over 7523.42 utterances.], giga_tot_loss[loss=0.1729, simple_loss=0.2573, pruned_loss=0.04419, over 2475171.14 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07003, over 21249.43 utterances.], batch size: 43, lr: 2.23e-04
2022-09-01 05:21:18,790 INFO [train.py:927] (3/8) Epoch 18, batch 10500, libri_loss[loss=0.2163, simple_loss=0.3024, pruned_loss=0.06513, over 12243.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004367, over 34.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2689, pruned_loss=0.04833, over 2473403.08 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06726, over 18942.07 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2802, pruned_loss=0.04873, over 2452713.36 frames. utt_duration=1297 frames, utt_pad_proportion=0.04735, over 7571.15 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2668, pruned_loss=0.04793, over 2474536.57 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06804, over 20759.03 utterances.], batch size: 34, lr: 2.23e-04
2022-09-01 05:23:02,467 INFO [train.py:927] (3/8) Epoch 18, batch 10550, giga_loss[loss=0.1921, simple_loss=0.2883, pruned_loss=0.04795, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02588, over 66.00 utterances.], tot_loss[loss=0.1874, simple_loss=0.2749, pruned_loss=0.04995, over 2473704.91 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06562, over 19209.45 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2802, pruned_loss=0.04871, over 2453102.00 frames. utt_duration=1287 frames, utt_pad_proportion=0.05126, over 7633.05 utterances.], giga_tot_loss[loss=0.1862, simple_loss=0.2731, pruned_loss=0.04965, over 2474652.09 frames. utt_duration=477.3 frames, utt_pad_proportion=0.06532, over 20801.79 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 05:24:47,113 INFO [train.py:927] (3/8) Epoch 18, batch 10600, giga_loss[loss=0.2165, simple_loss=0.3046, pruned_loss=0.06421, over 12395.00 frames. utt_duration=973.7 frames, utt_pad_proportion=0.0282, over 51.00 utterances.], tot_loss[loss=0.1908, simple_loss=0.2791, pruned_loss=0.05122, over 2473925.11 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07109, over 20223.16 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04871, over 2453553.40 frames. utt_duration=1289 frames, utt_pad_proportion=0.05025, over 7622.39 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2776, pruned_loss=0.05103, over 2474719.45 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07103, over 21788.09 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 05:26:31,552 INFO [train.py:927] (3/8) Epoch 18, batch 10650, giga_loss[loss=0.2323, simple_loss=0.3121, pruned_loss=0.07622, over 12382.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04139, over 133.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2831, pruned_loss=0.05331, over 2474051.38 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06592, over 19450.33 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2804, pruned_loss=0.04873, over 2454018.99 frames. utt_duration=1290 frames, utt_pad_proportion=0.0496, over 7621.05 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2817, pruned_loss=0.05318, over 2474620.78 frames. utt_duration=475.1 frames, utt_pad_proportion=0.06652, over 20899.66 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 05:28:13,305 INFO [train.py:927] (3/8) Epoch 18, batch 10700, giga_loss[loss=0.1911, simple_loss=0.2911, pruned_loss=0.04552, over 12430.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03603, over 105.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2866, pruned_loss=0.05436, over 2474416.85 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06478, over 18844.60 utterances.], libri_tot_loss[loss=0.1887, simple_loss=0.2802, pruned_loss=0.04862, over 2454610.21 frames. utt_duration=1295 frames, utt_pad_proportion=0.04836, over 7589.70 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2858, pruned_loss=0.0545, over 2474990.97 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06596, over 20398.92 utterances.], batch size: 105, lr: 2.23e-04
2022-09-01 05:29:55,779 INFO [train.py:927] (3/8) Epoch 18, batch 10750, giga_loss[loss=0.2167, simple_loss=0.3064, pruned_loss=0.06348, over 12442.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04087, over 146.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2897, pruned_loss=0.05507, over 2474194.23 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06274, over 18382.22 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2803, pruned_loss=0.04862, over 2454878.65 frames. utt_duration=1298 frames, utt_pad_proportion=0.04776, over 7575.06 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2892, pruned_loss=0.05529, over 2474763.48 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06415, over 19824.82 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 05:31:38,599 INFO [train.py:927] (3/8) Epoch 18, batch 10800, giga_loss[loss=0.1918, simple_loss=0.289, pruned_loss=0.04725, over 12406.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2908, pruned_loss=0.05453, over 2474473.95 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06123, over 18241.05 utterances.], libri_tot_loss[loss=0.1888, simple_loss=0.2804, pruned_loss=0.04864, over 2455079.26 frames. utt_duration=1298 frames, utt_pad_proportion=0.04757, over 7577.19 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2904, pruned_loss=0.05471, over 2474823.33 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06253, over 19416.26 utterances.], batch size: 133, lr: 2.23e-04
2022-09-01 05:33:22,173 INFO [train.py:927] (3/8) Epoch 18, batch 10850, giga_loss[loss=0.2123, simple_loss=0.3022, pruned_loss=0.06119, over 12349.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03353, over 104.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.2907, pruned_loss=0.05423, over 2473480.07 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05984, over 17450.85 utterances.], libri_tot_loss[loss=0.1885, simple_loss=0.2801, pruned_loss=0.04846, over 2455225.58 frames. utt_duration=1305 frames, utt_pad_proportion=0.04601, over 7537.02 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.291, pruned_loss=0.05479, over 2474432.00 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06181, over 18882.83 utterances.], batch size: 104, lr: 2.23e-04
2022-09-01 05:35:07,204 INFO [train.py:927] (3/8) Epoch 18, batch 10900, giga_loss[loss=0.2335, simple_loss=0.3018, pruned_loss=0.08255, over 12369.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1924, over 364.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05729, over 2472549.85 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06085, over 17536.08 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2806, pruned_loss=0.04874, over 2455745.38 frames. utt_duration=1306 frames, utt_pad_proportion=0.04473, over 7531.33 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2931, pruned_loss=0.05769, over 2473384.98 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06294, over 18990.24 utterances.], batch size: 364, lr: 2.23e-04
2022-09-01 05:36:52,049 INFO [train.py:927] (3/8) Epoch 18, batch 10950, giga_loss[loss=0.205, simple_loss=0.2888, pruned_loss=0.06058, over 12411.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05569, over 162.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05845, over 2473158.75 frames. utt_duration=558 frames, utt_pad_proportion=0.06097, over 17777.50 utterances.], libri_tot_loss[loss=0.1889, simple_loss=0.2803, pruned_loss=0.04871, over 2455853.72 frames. utt_duration=1310 frames, utt_pad_proportion=0.0441, over 7506.86 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2931, pruned_loss=0.05896, over 2474030.71 frames. utt_duration=518.6 frames, utt_pad_proportion=0.0629, over 19135.73 utterances.], batch size: 162, lr: 2.23e-04
2022-09-01 05:38:37,274 INFO [train.py:927] (3/8) Epoch 18, batch 11000, giga_loss[loss=0.1985, simple_loss=0.2882, pruned_loss=0.05436, over 12312.00 frames. utt_duration=796.1 frames, utt_pad_proportion=0.0362, over 62.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2912, pruned_loss=0.05789, over 2472925.54 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05955, over 17075.25 utterances.], libri_tot_loss[loss=0.1891, simple_loss=0.2805, pruned_loss=0.04879, over 2456139.64 frames. utt_duration=1298 frames, utt_pad_proportion=0.04818, over 7579.33 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2916, pruned_loss=0.05834, over 2473575.27 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05971, over 18215.34 utterances.], batch size: 62, lr: 2.23e-04
2022-09-01 05:40:21,269 INFO [train.py:927] (3/8) Epoch 18, batch 11050, giga_loss[loss=0.1823, simple_loss=0.2768, pruned_loss=0.04395, over 12469.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03012, over 75.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2892, pruned_loss=0.05663, over 2473535.48 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06181, over 16993.63 utterances.], libri_tot_loss[loss=0.1892, simple_loss=0.2807, pruned_loss=0.04883, over 2456472.61 frames. utt_duration=1300 frames, utt_pad_proportion=0.0471, over 7569.03 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2896, pruned_loss=0.05718, over 2474206.10 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06227, over 18150.01 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 05:42:05,182 INFO [train.py:927] (3/8) Epoch 18, batch 11100, libri_loss[loss=0.1907, simple_loss=0.2807, pruned_loss=0.05034, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006547, over 36.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2861, pruned_loss=0.05535, over 2473504.84 frames. utt_duration=581.7 frames, utt_pad_proportion=0.06484, over 17052.38 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2815, pruned_loss=0.04926, over 2457140.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05533, over 7726.15 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2859, pruned_loss=0.05561, over 2473967.98 frames. utt_duration=547.1 frames, utt_pad_proportion=0.0619, over 18138.91 utterances.], batch size: 36, lr: 2.23e-04
2022-09-01 05:43:49,814 INFO [train.py:927] (3/8) Epoch 18, batch 11150, giga_loss[loss=0.1882, simple_loss=0.2776, pruned_loss=0.04935, over 12485.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04334, over 34.00 utterances.], tot_loss[loss=0.1954, simple_loss=0.2824, pruned_loss=0.05416, over 2473372.53 frames. utt_duration=552.7 frames, utt_pad_proportion=0.07338, over 17950.24 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2812, pruned_loss=0.04919, over 2457204.98 frames. utt_duration=1265 frames, utt_pad_proportion=0.05934, over 7779.97 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2826, pruned_loss=0.05453, over 2473949.82 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06943, over 18932.41 utterances.], batch size: 34, lr: 2.23e-04
2022-09-01 05:45:33,975 INFO [train.py:927] (3/8) Epoch 18, batch 11200, giga_loss[loss=0.1871, simple_loss=0.2733, pruned_loss=0.05044, over 12357.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2819, pruned_loss=0.05383, over 2473336.53 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0733, over 18727.32 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2812, pruned_loss=0.04916, over 2457357.19 frames. utt_duration=1266 frames, utt_pad_proportion=0.05878, over 7776.33 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2821, pruned_loss=0.05423, over 2473877.85 frames. utt_duration=504.9 frames, utt_pad_proportion=0.07057, over 19656.52 utterances.], batch size: 97, lr: 2.23e-04
2022-09-01 05:47:17,106 INFO [train.py:927] (3/8) Epoch 18, batch 11250, giga_loss[loss=0.2326, simple_loss=0.3046, pruned_loss=0.08035, over 12357.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1885, over 362.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2798, pruned_loss=0.05341, over 2472950.14 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06941, over 18092.37 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2812, pruned_loss=0.04914, over 2457425.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.05808, over 7765.74 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2799, pruned_loss=0.0538, over 2473533.07 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06764, over 18979.26 utterances.], batch size: 362, lr: 2.23e-04
2022-09-01 05:48:58,875 INFO [train.py:927] (3/8) Epoch 18, batch 11300, giga_loss[loss=0.1709, simple_loss=0.2537, pruned_loss=0.04407, over 12412.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03422, over 75.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2772, pruned_loss=0.05283, over 2472499.79 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06732, over 17858.38 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.281, pruned_loss=0.04912, over 2457650.08 frames. utt_duration=1273 frames, utt_pad_proportion=0.05695, over 7731.05 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2774, pruned_loss=0.05327, over 2473182.61 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06649, over 18879.44 utterances.], batch size: 75, lr: 2.23e-04
2022-09-01 05:50:40,293 INFO [train.py:927] (3/8) Epoch 18, batch 11350, libri_loss[loss=0.2029, simple_loss=0.2889, pruned_loss=0.05845, over 12310.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006949, over 36.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2752, pruned_loss=0.05249, over 2472186.38 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06258, over 16849.73 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2812, pruned_loss=0.04927, over 2458187.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.05584, over 7734.92 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.275, pruned_loss=0.0528, over 2472645.20 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06267, over 17931.92 utterances.], batch size: 36, lr: 2.23e-04
2022-09-01 05:52:19,955 INFO [train.py:927] (3/8) Epoch 18, batch 11400, giga_loss[loss=0.1725, simple_loss=0.2541, pruned_loss=0.04546, over 12271.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02742, over 54.00 utterances.], tot_loss[loss=0.1878, simple_loss=0.2722, pruned_loss=0.0517, over 2472654.20 frames. utt_duration=614.3 frames, utt_pad_proportion=0.05874, over 16140.68 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2811, pruned_loss=0.0492, over 2458596.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.05547, over 7734.74 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.272, pruned_loss=0.05208, over 2473025.71 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05926, over 17241.71 utterances.], batch size: 54, lr: 2.23e-04
2022-09-01 05:54:02,682 INFO [train.py:927] (3/8) Epoch 18, batch 11450, giga_loss[loss=0.1873, simple_loss=0.2611, pruned_loss=0.05673, over 12357.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04953, over 31.00 utterances.], tot_loss[loss=0.1862, simple_loss=0.2704, pruned_loss=0.05105, over 2473137.62 frames. utt_duration=618.3 frames, utt_pad_proportion=0.06094, over 16038.26 utterances.], libri_tot_loss[loss=0.1896, simple_loss=0.2808, pruned_loss=0.04916, over 2459136.92 frames. utt_duration=1278 frames, utt_pad_proportion=0.05368, over 7704.31 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.27, pruned_loss=0.05148, over 2473526.23 frames. utt_duration=572.8 frames, utt_pad_proportion=0.0621, over 17318.31 utterances.], batch size: 31, lr: 2.23e-04
2022-09-01 05:55:45,698 INFO [train.py:927] (3/8) Epoch 18, batch 11500, giga_loss[loss=0.25, simple_loss=0.3273, pruned_loss=0.08633, over 12381.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07408, over 212.00 utterances.], tot_loss[loss=0.187, simple_loss=0.2709, pruned_loss=0.05156, over 2472302.12 frames. utt_duration=609.5 frames, utt_pad_proportion=0.06217, over 16264.43 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04926, over 2459061.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05719, over 7754.47 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2703, pruned_loss=0.05187, over 2473054.77 frames. utt_duration=567.6 frames, utt_pad_proportion=0.06184, over 17473.44 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 05:57:30,109 INFO [train.py:927] (3/8) Epoch 18, batch 11550, giga_loss[loss=0.2603, simple_loss=0.3346, pruned_loss=0.09295, over 12389.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.0738, over 212.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2754, pruned_loss=0.05417, over 2472426.55 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06509, over 16782.95 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.0493, over 2459273.40 frames. utt_duration=1267 frames, utt_pad_proportion=0.05768, over 7770.98 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2748, pruned_loss=0.05443, over 2472939.78 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06451, over 17805.13 utterances.], batch size: 212, lr: 2.23e-04
2022-09-01 05:59:13,982 INFO [train.py:927] (3/8) Epoch 18, batch 11600, giga_loss[loss=0.2294, simple_loss=0.316, pruned_loss=0.07139, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02918, over 42.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.2805, pruned_loss=0.05634, over 2471884.86 frames. utt_duration=565.8 frames, utt_pad_proportion=0.07287, over 17521.73 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2809, pruned_loss=0.04931, over 2459256.37 frames. utt_duration=1257 frames, utt_pad_proportion=0.06151, over 7834.64 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.28, pruned_loss=0.05661, over 2472477.81 frames. utt_duration=539.1 frames, utt_pad_proportion=0.0708, over 18397.01 utterances.], batch size: 42, lr: 2.23e-04
2022-09-01 06:00:56,686 INFO [train.py:927] (3/8) Epoch 18, batch 11650, giga_loss[loss=0.1977, simple_loss=0.2894, pruned_loss=0.05304, over 12347.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03296, over 51.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2853, pruned_loss=0.05716, over 2472375.83 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06672, over 17234.81 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04922, over 2459322.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.06056, over 7814.11 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2849, pruned_loss=0.05758, over 2473011.24 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06575, over 18115.33 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:02:39,962 INFO [train.py:927] (3/8) Epoch 18, batch 11700, giga_loss[loss=0.1792, simple_loss=0.2773, pruned_loss=0.04059, over 12360.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03919, over 113.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2893, pruned_loss=0.05845, over 2471299.17 frames. utt_duration=537.4 frames, utt_pad_proportion=0.07337, over 18445.65 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2809, pruned_loss=0.04923, over 2459505.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05965, over 7789.00 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2891, pruned_loss=0.05893, over 2471852.67 frames. utt_duration=512.8 frames, utt_pad_proportion=0.07273, over 19337.13 utterances.], batch size: 113, lr: 2.23e-04
2022-09-01 06:04:27,774 INFO [train.py:927] (3/8) Epoch 18, batch 11750, giga_loss[loss=0.1904, simple_loss=0.2887, pruned_loss=0.04601, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2891, pruned_loss=0.05701, over 2471649.83 frames. utt_duration=548.3 frames, utt_pad_proportion=0.07017, over 18082.33 utterances.], libri_tot_loss[loss=0.1902, simple_loss=0.2816, pruned_loss=0.04939, over 2459910.72 frames. utt_duration=1264 frames, utt_pad_proportion=0.05895, over 7793.23 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2885, pruned_loss=0.05742, over 2471996.87 frames. utt_duration=521.5 frames, utt_pad_proportion=0.07014, over 19015.70 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:06:12,030 INFO [train.py:927] (3/8) Epoch 18, batch 11800, giga_loss[loss=0.2421, simple_loss=0.3218, pruned_loss=0.08123, over 12413.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.0621, over 183.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2901, pruned_loss=0.05693, over 2471430.14 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06719, over 18296.45 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2812, pruned_loss=0.04925, over 2459719.41 frames. utt_duration=1268 frames, utt_pad_proportion=0.05837, over 7766.48 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.29, pruned_loss=0.05747, over 2472006.26 frames. utt_duration=517 frames, utt_pad_proportion=0.06754, over 19181.34 utterances.], batch size: 183, lr: 2.23e-04
2022-09-01 06:07:55,812 INFO [train.py:927] (3/8) Epoch 18, batch 11850, giga_loss[loss=0.2033, simple_loss=0.2907, pruned_loss=0.0579, over 12349.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03058, over 85.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2916, pruned_loss=0.0579, over 2471593.12 frames. utt_duration=540 frames, utt_pad_proportion=0.06914, over 18359.80 utterances.], libri_tot_loss[loss=0.1903, simple_loss=0.2817, pruned_loss=0.04944, over 2459886.79 frames. utt_duration=1268 frames, utt_pad_proportion=0.0573, over 7768.23 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2913, pruned_loss=0.05834, over 2472166.82 frames. utt_duration=513.9 frames, utt_pad_proportion=0.0698, over 19297.06 utterances.], batch size: 85, lr: 2.23e-04
2022-09-01 06:09:38,188 INFO [train.py:927] (3/8) Epoch 18, batch 11900, giga_loss[loss=0.2092, simple_loss=0.2995, pruned_loss=0.05938, over 12381.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03477, over 122.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2919, pruned_loss=0.0586, over 2471836.24 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06979, over 17823.41 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2812, pruned_loss=0.04923, over 2460248.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.05644, over 7749.75 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2926, pruned_loss=0.05945, over 2472388.22 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07082, over 18970.24 utterances.], batch size: 122, lr: 2.23e-04
2022-09-01 06:11:24,190 INFO [train.py:927] (3/8) Epoch 18, batch 11950, giga_loss[loss=0.2016, simple_loss=0.2927, pruned_loss=0.0553, over 12392.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.0264, over 66.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2932, pruned_loss=0.0595, over 2472193.20 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06993, over 17985.76 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2811, pruned_loss=0.04916, over 2460673.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.05472, over 7723.17 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2942, pruned_loss=0.06063, over 2472686.90 frames. utt_duration=513.9 frames, utt_pad_proportion=0.07152, over 19302.91 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 06:13:08,280 INFO [train.py:927] (3/8) Epoch 18, batch 12000, giga_loss[loss=0.2279, simple_loss=0.3206, pruned_loss=0.0676, over 12389.00 frames. utt_duration=478 frames, utt_pad_proportion=0.0305, over 104.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05947, over 2471235.34 frames. utt_duration=584 frames, utt_pad_proportion=0.06754, over 16968.55 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2803, pruned_loss=0.04882, over 2461000.94 frames. utt_duration=1283 frames, utt_pad_proportion=0.05354, over 7683.97 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2955, pruned_loss=0.06097, over 2471644.86 frames. utt_duration=541.2 frames, utt_pad_proportion=0.0696, over 18319.29 utterances.], batch size: 104, lr: 2.23e-04
2022-09-01 06:13:08,282 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 06:13:22,580 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.1724, simple_loss=0.2817, pruned_loss=0.03151, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 06:15:04,731 INFO [train.py:927] (3/8) Epoch 18, batch 12050, libri_loss[loss=0.2115, simple_loss=0.3193, pruned_loss=0.05188, over 12395.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.0392, over 46.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2946, pruned_loss=0.06034, over 2472020.00 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06259, over 16529.12 utterances.], libri_tot_loss[loss=0.189, simple_loss=0.2804, pruned_loss=0.04879, over 2461138.15 frames. utt_duration=1283 frames, utt_pad_proportion=0.05309, over 7683.80 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2961, pruned_loss=0.0617, over 2472345.80 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06482, over 17719.47 utterances.], batch size: 46, lr: 2.23e-04
2022-09-01 06:16:45,545 INFO [train.py:927] (3/8) Epoch 18, batch 12100, libri_loss[loss=0.221, simple_loss=0.3159, pruned_loss=0.06311, over 12468.00 frames. utt_duration=769 frames, utt_pad_proportion=0.1262, over 65.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2944, pruned_loss=0.06058, over 2471495.14 frames. utt_duration=612.7 frames, utt_pad_proportion=0.0622, over 16174.91 utterances.], libri_tot_loss[loss=0.1897, simple_loss=0.2813, pruned_loss=0.04906, over 2461695.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05282, over 7726.80 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2953, pruned_loss=0.06181, over 2471545.41 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06426, over 17367.98 utterances.], batch size: 65, lr: 2.23e-04
2022-09-01 06:18:25,198 INFO [train.py:927] (3/8) Epoch 18, batch 12150, giga_loss[loss=0.2146, simple_loss=0.3028, pruned_loss=0.06327, over 12370.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2938, pruned_loss=0.06077, over 2471423.66 frames. utt_duration=639.4 frames, utt_pad_proportion=0.05959, over 15497.97 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.2814, pruned_loss=0.04913, over 2461889.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05673, over 7787.78 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2947, pruned_loss=0.06198, over 2471533.41 frames. utt_duration=596.8 frames, utt_pad_proportion=0.05983, over 16607.72 utterances.], batch size: 97, lr: 2.23e-04
2022-09-01 06:20:07,662 INFO [train.py:927] (3/8) Epoch 18, batch 12200, giga_loss[loss=0.2231, simple_loss=0.3046, pruned_loss=0.07086, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03186, over 80.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2948, pruned_loss=0.06114, over 2471877.02 frames. utt_duration=633.6 frames, utt_pad_proportion=0.05933, over 15641.77 utterances.], libri_tot_loss[loss=0.1899, simple_loss=0.2814, pruned_loss=0.04922, over 2462134.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.05585, over 7774.17 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2957, pruned_loss=0.06222, over 2471914.51 frames. utt_duration=594.4 frames, utt_pad_proportion=0.05993, over 16677.83 utterances.], batch size: 80, lr: 2.23e-04
2022-09-01 06:21:52,417 INFO [train.py:927] (3/8) Epoch 18, batch 12250, libri_loss[loss=0.1991, simple_loss=0.303, pruned_loss=0.04766, over 12335.00 frames. utt_duration=749 frames, utt_pad_proportion=0.1469, over 66.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2942, pruned_loss=0.06127, over 2471538.90 frames. utt_duration=629.1 frames, utt_pad_proportion=0.06219, over 15752.94 utterances.], libri_tot_loss[loss=0.19, simple_loss=0.2815, pruned_loss=0.04923, over 2461986.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.05609, over 7800.67 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.295, pruned_loss=0.06234, over 2471848.92 frames. utt_duration=594 frames, utt_pad_proportion=0.06242, over 16688.47 utterances.], batch size: 66, lr: 2.23e-04
2022-09-01 06:23:31,588 INFO [train.py:927] (3/8) Epoch 18, batch 12300, libri_loss[loss=0.1918, simple_loss=0.2837, pruned_loss=0.04994, over 12320.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006506, over 36.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2932, pruned_loss=0.06064, over 2472172.81 frames. utt_duration=618.7 frames, utt_pad_proportion=0.07091, over 16022.31 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2826, pruned_loss=0.04981, over 2462817.22 frames. utt_duration=1241 frames, utt_pad_proportion=0.06325, over 7948.64 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2935, pruned_loss=0.06158, over 2472171.72 frames. utt_duration=581.2 frames, utt_pad_proportion=0.06799, over 17057.11 utterances.], batch size: 36, lr: 2.23e-04
2022-09-01 06:25:10,976 INFO [train.py:927] (3/8) Epoch 18, batch 12350, giga_loss[loss=0.1769, simple_loss=0.2657, pruned_loss=0.04402, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02868, over 48.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2913, pruned_loss=0.06012, over 2472557.04 frames. utt_duration=611.7 frames, utt_pad_proportion=0.06835, over 16208.60 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2824, pruned_loss=0.04976, over 2463279.44 frames. utt_duration=1244 frames, utt_pad_proportion=0.06247, over 7932.83 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.292, pruned_loss=0.06116, over 2472350.30 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06659, over 17229.89 utterances.], batch size: 48, lr: 2.23e-04
2022-09-01 06:26:54,285 INFO [train.py:927] (3/8) Epoch 18, batch 12400, giga_loss[loss=0.2264, simple_loss=0.3093, pruned_loss=0.07171, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2878, pruned_loss=0.0585, over 2471754.40 frames. utt_duration=641.2 frames, utt_pad_proportion=0.06536, over 15456.58 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2823, pruned_loss=0.04985, over 2463469.40 frames. utt_duration=1248 frames, utt_pad_proportion=0.06104, over 7905.22 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2887, pruned_loss=0.05951, over 2471670.46 frames. utt_duration=600.3 frames, utt_pad_proportion=0.06475, over 16511.74 utterances.], batch size: 162, lr: 2.23e-04
2022-09-01 06:28:33,973 INFO [train.py:927] (3/8) Epoch 18, batch 12450, giga_loss[loss=0.1749, simple_loss=0.2635, pruned_loss=0.04318, over 12371.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.03108, over 51.00 utterances.], tot_loss[loss=0.1996, simple_loss=0.285, pruned_loss=0.05711, over 2471949.70 frames. utt_duration=635.8 frames, utt_pad_proportion=0.06309, over 15588.48 utterances.], libri_tot_loss[loss=0.1911, simple_loss=0.2823, pruned_loss=0.04999, over 2463899.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06092, over 7921.48 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2858, pruned_loss=0.05803, over 2471717.29 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06285, over 16636.49 utterances.], batch size: 51, lr: 2.23e-04
2022-09-01 06:30:15,666 INFO [train.py:927] (3/8) Epoch 18, batch 12500, giga_loss[loss=0.2074, simple_loss=0.2897, pruned_loss=0.06259, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06304, over 183.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2829, pruned_loss=0.05606, over 2471790.48 frames. utt_duration=610.4 frames, utt_pad_proportion=0.062, over 16239.01 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2821, pruned_loss=0.04988, over 2463861.02 frames. utt_duration=1249 frames, utt_pad_proportion=0.06, over 7903.19 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2837, pruned_loss=0.05701, over 2471792.41 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06226, over 17233.15 utterances.], batch size: 183, lr: 2.23e-04
2022-09-01 06:31:57,608 INFO [train.py:927] (3/8) Epoch 18, batch 12550, giga_loss[loss=0.1988, simple_loss=0.2962, pruned_loss=0.05075, over 12402.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.1972, simple_loss=0.2831, pruned_loss=0.05562, over 2471745.35 frames. utt_duration=588 frames, utt_pad_proportion=0.06321, over 16858.28 utterances.], libri_tot_loss[loss=0.1909, simple_loss=0.2819, pruned_loss=0.04991, over 2463857.70 frames. utt_duration=1254 frames, utt_pad_proportion=0.05926, over 7870.39 utterances.], giga_tot_loss[loss=0.1984, simple_loss=0.284, pruned_loss=0.05646, over 2471896.08 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06369, over 17849.71 utterances.], batch size: 146, lr: 2.23e-04
2022-09-01 06:33:36,486 INFO [train.py:927] (3/8) Epoch 18, batch 12600, giga_loss[loss=0.2089, simple_loss=0.3013, pruned_loss=0.05827, over 12390.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04835, over 161.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2843, pruned_loss=0.05562, over 2472312.92 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06432, over 17447.39 utterances.], libri_tot_loss[loss=0.191, simple_loss=0.2819, pruned_loss=0.04999, over 2463984.79 frames. utt_duration=1253 frames, utt_pad_proportion=0.05926, over 7875.16 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.285, pruned_loss=0.05632, over 2472467.36 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06462, over 18397.25 utterances.], batch size: 161, lr: 2.22e-04
2022-09-01 06:35:14,734 INFO [train.py:927] (3/8) Epoch 18, batch 12650, giga_loss[loss=0.1895, simple_loss=0.281, pruned_loss=0.04899, over 12394.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02655, over 70.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2841, pruned_loss=0.0549, over 2472748.81 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06567, over 18076.61 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2819, pruned_loss=0.05028, over 2464115.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05744, over 7839.82 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2847, pruned_loss=0.05538, over 2473100.49 frames. utt_duration=516 frames, utt_pad_proportion=0.0665, over 19226.10 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 06:36:59,105 INFO [train.py:927] (3/8) Epoch 18, batch 12700, giga_loss[loss=0.1871, simple_loss=0.2755, pruned_loss=0.04934, over 12343.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2836, pruned_loss=0.05511, over 2472401.46 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06405, over 17649.03 utterances.], libri_tot_loss[loss=0.1912, simple_loss=0.2816, pruned_loss=0.05037, over 2464372.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.05602, over 7791.18 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2845, pruned_loss=0.05556, over 2472683.72 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06542, over 18932.75 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 06:38:37,315 INFO [train.py:927] (3/8) Epoch 18, batch 12750, giga_loss[loss=0.2113, simple_loss=0.2962, pruned_loss=0.06316, over 12458.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03223, over 105.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2846, pruned_loss=0.05498, over 2472627.21 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05967, over 17385.63 utterances.], libri_tot_loss[loss=0.1914, simple_loss=0.2818, pruned_loss=0.05046, over 2464467.68 frames. utt_duration=1266 frames, utt_pad_proportion=0.05584, over 7795.23 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2851, pruned_loss=0.05528, over 2472804.13 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06109, over 18425.61 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 06:40:15,644 INFO [train.py:927] (3/8) Epoch 18, batch 12800, giga_loss[loss=0.1997, simple_loss=0.2977, pruned_loss=0.05083, over 12352.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2864, pruned_loss=0.05544, over 2472707.74 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05568, over 16882.88 utterances.], libri_tot_loss[loss=0.1915, simple_loss=0.2818, pruned_loss=0.05062, over 2464189.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.05439, over 7752.08 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2869, pruned_loss=0.05568, over 2473386.33 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05767, over 18065.05 utterances.], batch size: 70, lr: 2.22e-04
2022-09-01 06:41:53,245 INFO [train.py:927] (3/8) Epoch 18, batch 12850, giga_loss[loss=0.2061, simple_loss=0.3012, pruned_loss=0.05546, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02725, over 91.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2869, pruned_loss=0.05526, over 2472810.06 frames. utt_duration=608.4 frames, utt_pad_proportion=0.05223, over 16298.30 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.282, pruned_loss=0.05089, over 2464110.85 frames. utt_duration=1273 frames, utt_pad_proportion=0.05398, over 7754.51 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2873, pruned_loss=0.05534, over 2473648.94 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05425, over 17478.04 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 06:43:32,426 INFO [train.py:927] (3/8) Epoch 18, batch 12900, libri_loss[loss=0.2036, simple_loss=0.292, pruned_loss=0.0576, over 12305.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004868, over 32.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2875, pruned_loss=0.05579, over 2472645.23 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05123, over 16712.42 utterances.], libri_tot_loss[loss=0.1919, simple_loss=0.2818, pruned_loss=0.051, over 2463777.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.0534, over 7732.30 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.288, pruned_loss=0.05583, over 2473710.32 frames. utt_duration=557.9 frames, utt_pad_proportion=0.05307, over 17784.46 utterances.], batch size: 32, lr: 2.22e-04
2022-09-01 06:45:10,740 INFO [train.py:927] (3/8) Epoch 18, batch 12950, giga_loss[loss=0.1765, simple_loss=0.2517, pruned_loss=0.05066, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03303, over 37.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2856, pruned_loss=0.0553, over 2473104.51 frames. utt_duration=590.6 frames, utt_pad_proportion=0.0534, over 16792.25 utterances.], libri_tot_loss[loss=0.192, simple_loss=0.2819, pruned_loss=0.0511, over 2463819.40 frames. utt_duration=1279 frames, utt_pad_proportion=0.05281, over 7715.41 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.286, pruned_loss=0.0553, over 2474024.82 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05496, over 17775.83 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 06:46:47,947 INFO [train.py:927] (3/8) Epoch 18, batch 13000, giga_loss[loss=0.1724, simple_loss=0.2736, pruned_loss=0.03562, over 12361.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.02883, over 66.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.2853, pruned_loss=0.05488, over 2473603.39 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05949, over 17493.07 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2823, pruned_loss=0.05139, over 2463728.46 frames. utt_duration=1265 frames, utt_pad_proportion=0.05681, over 7797.00 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2854, pruned_loss=0.05471, over 2474657.78 frames. utt_duration=539 frames, utt_pad_proportion=0.05881, over 18416.60 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 06:48:23,675 INFO [train.py:927] (3/8) Epoch 18, batch 13050, giga_loss[loss=0.2094, simple_loss=0.304, pruned_loss=0.05743, over 12426.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03475, over 123.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2856, pruned_loss=0.05451, over 2474790.63 frames. utt_duration=559.3 frames, utt_pad_proportion=0.0588, over 17746.58 utterances.], libri_tot_loss[loss=0.1923, simple_loss=0.282, pruned_loss=0.05135, over 2464039.81 frames. utt_duration=1269 frames, utt_pad_proportion=0.0562, over 7776.17 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.286, pruned_loss=0.05448, over 2475534.24 frames. utt_duration=532.1 frames, utt_pad_proportion=0.05853, over 18661.91 utterances.], batch size: 123, lr: 2.22e-04
2022-09-01 06:50:02,541 INFO [train.py:927] (3/8) Epoch 18, batch 13100, giga_loss[loss=0.2085, simple_loss=0.2948, pruned_loss=0.06107, over 12429.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04209, over 146.00 utterances.], tot_loss[loss=0.1968, simple_loss=0.2842, pruned_loss=0.05468, over 2474330.53 frames. utt_duration=559 frames, utt_pad_proportion=0.05991, over 17753.50 utterances.], libri_tot_loss[loss=0.1925, simple_loss=0.2818, pruned_loss=0.05162, over 2464385.64 frames. utt_duration=1277 frames, utt_pad_proportion=0.05481, over 7728.71 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2848, pruned_loss=0.0545, over 2474966.34 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06025, over 18849.40 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 06:51:38,736 INFO [train.py:927] (3/8) Epoch 18, batch 13150, giga_loss[loss=0.1987, simple_loss=0.2807, pruned_loss=0.05838, over 12390.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02942, over 97.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2839, pruned_loss=0.05558, over 2474286.30 frames. utt_duration=545.8 frames, utt_pad_proportion=0.0646, over 18182.69 utterances.], libri_tot_loss[loss=0.1931, simple_loss=0.2822, pruned_loss=0.05198, over 2464491.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05751, over 7797.59 utterances.], giga_tot_loss[loss=0.1973, simple_loss=0.2841, pruned_loss=0.05525, over 2475154.59 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06369, over 19451.96 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 06:53:17,646 INFO [train.py:927] (3/8) Epoch 18, batch 13200, giga_loss[loss=0.1764, simple_loss=0.2642, pruned_loss=0.04434, over 12363.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2819, pruned_loss=0.05472, over 2474154.82 frames. utt_duration=558 frames, utt_pad_proportion=0.05979, over 17784.60 utterances.], libri_tot_loss[loss=0.1933, simple_loss=0.2823, pruned_loss=0.05216, over 2464713.06 frames. utt_duration=1263 frames, utt_pad_proportion=0.05747, over 7815.51 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2819, pruned_loss=0.05437, over 2474810.39 frames. utt_duration=523.6 frames, utt_pad_proportion=0.05936, over 18961.08 utterances.], batch size: 97, lr: 2.22e-04
2022-09-01 06:54:56,907 INFO [train.py:927] (3/8) Epoch 18, batch 13250, giga_loss[loss=0.1563, simple_loss=0.2369, pruned_loss=0.03783, over 12460.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0353, over 37.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2789, pruned_loss=0.05352, over 2474834.74 frames. utt_duration=564.9 frames, utt_pad_proportion=0.05613, over 17570.64 utterances.], libri_tot_loss[loss=0.1937, simple_loss=0.2826, pruned_loss=0.05234, over 2465145.09 frames. utt_duration=1265 frames, utt_pad_proportion=0.05677, over 7806.32 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2787, pruned_loss=0.05312, over 2475104.31 frames. utt_duration=532.7 frames, utt_pad_proportion=0.05625, over 18637.68 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 06:56:37,038 INFO [train.py:927] (3/8) Epoch 18, batch 13300, giga_loss[loss=0.1641, simple_loss=0.2555, pruned_loss=0.03636, over 12329.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.033, over 26.00 utterances.], tot_loss[loss=0.1922, simple_loss=0.278, pruned_loss=0.05324, over 2474849.60 frames. utt_duration=582.6 frames, utt_pad_proportion=0.055, over 17035.00 utterances.], libri_tot_loss[loss=0.1941, simple_loss=0.283, pruned_loss=0.05267, over 2465467.45 frames. utt_duration=1265 frames, utt_pad_proportion=0.0556, over 7806.49 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2773, pruned_loss=0.05265, over 2475206.41 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05566, over 18349.85 utterances.], batch size: 26, lr: 2.22e-04
2022-09-01 06:58:18,783 INFO [train.py:927] (3/8) Epoch 18, batch 13350, giga_loss[loss=0.1834, simple_loss=0.2751, pruned_loss=0.04579, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04314, over 31.00 utterances.], tot_loss[loss=0.1939, simple_loss=0.28, pruned_loss=0.05391, over 2474638.08 frames. utt_duration=573.7 frames, utt_pad_proportion=0.05741, over 17298.81 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2828, pruned_loss=0.05283, over 2465579.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.05423, over 7769.83 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2794, pruned_loss=0.05333, over 2475132.57 frames. utt_duration=531.1 frames, utt_pad_proportion=0.05833, over 18694.03 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 06:59:57,313 INFO [train.py:927] (3/8) Epoch 18, batch 13400, giga_loss[loss=0.2241, simple_loss=0.3112, pruned_loss=0.06847, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04271, over 146.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2824, pruned_loss=0.05484, over 2474475.85 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05367, over 16745.31 utterances.], libri_tot_loss[loss=0.1942, simple_loss=0.2825, pruned_loss=0.05289, over 2465747.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05347, over 7765.67 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2822, pruned_loss=0.05434, over 2474914.35 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05499, over 18065.32 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 07:01:41,027 INFO [train.py:927] (3/8) Epoch 18, batch 13450, giga_loss[loss=0.1956, simple_loss=0.2825, pruned_loss=0.05441, over 12450.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03083, over 55.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2848, pruned_loss=0.05615, over 2474308.05 frames. utt_duration=610.6 frames, utt_pad_proportion=0.053, over 16248.16 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.283, pruned_loss=0.05334, over 2466089.83 frames. utt_duration=1261 frames, utt_pad_proportion=0.05656, over 7830.19 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2842, pruned_loss=0.0554, over 2474569.59 frames. utt_duration=567.3 frames, utt_pad_proportion=0.05284, over 17493.95 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 07:03:27,298 INFO [train.py:927] (3/8) Epoch 18, batch 13500, giga_loss[loss=0.2461, simple_loss=0.3293, pruned_loss=0.08149, over 12368.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2909, pruned_loss=0.06003, over 2474026.88 frames. utt_duration=576.5 frames, utt_pad_proportion=0.0573, over 17211.54 utterances.], libri_tot_loss[loss=0.1948, simple_loss=0.283, pruned_loss=0.05333, over 2466240.56 frames. utt_duration=1259 frames, utt_pad_proportion=0.05683, over 7846.61 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2905, pruned_loss=0.05952, over 2474212.33 frames. utt_duration=542.2 frames, utt_pad_proportion=0.05683, over 18303.05 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 07:05:13,135 INFO [train.py:927] (3/8) Epoch 18, batch 13550, giga_loss[loss=0.2456, simple_loss=0.325, pruned_loss=0.08314, over 12398.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03137, over 122.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2973, pruned_loss=0.06441, over 2474043.41 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05545, over 17627.60 utterances.], libri_tot_loss[loss=0.1957, simple_loss=0.2836, pruned_loss=0.05388, over 2466380.51 frames. utt_duration=1259 frames, utt_pad_proportion=0.05558, over 7842.51 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2968, pruned_loss=0.06382, over 2474370.31 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05564, over 18900.53 utterances.], batch size: 122, lr: 2.22e-04
2022-09-01 07:06:55,502 INFO [train.py:927] (3/8) Epoch 18, batch 13600, giga_loss[loss=0.2198, simple_loss=0.3103, pruned_loss=0.06466, over 12440.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3038, pruned_loss=0.06878, over 2474208.19 frames. utt_duration=552.1 frames, utt_pad_proportion=0.0583, over 17973.20 utterances.], libri_tot_loss[loss=0.1958, simple_loss=0.2836, pruned_loss=0.05397, over 2466308.06 frames. utt_duration=1256 frames, utt_pad_proportion=0.05565, over 7863.78 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3037, pruned_loss=0.06846, over 2474641.69 frames. utt_duration=518.7 frames, utt_pad_proportion=0.05823, over 19139.45 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 07:08:42,212 INFO [train.py:927] (3/8) Epoch 18, batch 13650, libri_loss[loss=0.1966, simple_loss=0.2787, pruned_loss=0.05725, over 12316.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004883, over 35.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3076, pruned_loss=0.07238, over 2475028.51 frames. utt_duration=506.2 frames, utt_pad_proportion=0.07379, over 19613.10 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2842, pruned_loss=0.05449, over 2466438.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.05975, over 7957.65 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3074, pruned_loss=0.07196, over 2475422.97 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07166, over 20657.04 utterances.], batch size: 35, lr: 2.22e-04
2022-09-01 07:10:28,516 INFO [train.py:927] (3/8) Epoch 18, batch 13700, giga_loss[loss=0.2169, simple_loss=0.3075, pruned_loss=0.06315, over 12452.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03158, over 75.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3134, pruned_loss=0.07736, over 2475788.06 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07846, over 20546.91 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2841, pruned_loss=0.05449, over 2466710.60 frames. utt_duration=1243 frames, utt_pad_proportion=0.05929, over 7950.11 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3136, pruned_loss=0.0772, over 2475946.23 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07686, over 21473.89 utterances.], batch size: 75, lr: 2.22e-04
2022-09-01 07:12:21,447 INFO [train.py:927] (3/8) Epoch 18, batch 13750, giga_loss[loss=0.2867, simple_loss=0.346, pruned_loss=0.1137, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07421, over 212.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07925, over 2475613.16 frames. utt_duration=472.2 frames, utt_pad_proportion=0.08027, over 21033.75 utterances.], libri_tot_loss[loss=0.196, simple_loss=0.2834, pruned_loss=0.0543, over 2466835.94 frames. utt_duration=1250 frames, utt_pad_proportion=0.0581, over 7903.10 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3165, pruned_loss=0.07994, over 2475871.61 frames. utt_duration=448.2 frames, utt_pad_proportion=0.07951, over 22169.59 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 07:14:06,145 INFO [train.py:927] (3/8) Epoch 18, batch 13800, giga_loss[loss=0.2362, simple_loss=0.3197, pruned_loss=0.0764, over 12434.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.0324, over 55.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3159, pruned_loss=0.08018, over 2475384.26 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07897, over 21575.20 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2836, pruned_loss=0.05464, over 2466761.52 frames. utt_duration=1242 frames, utt_pad_proportion=0.06153, over 7953.51 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3176, pruned_loss=0.08098, over 2475811.68 frames. utt_duration=437.3 frames, utt_pad_proportion=0.07762, over 22721.20 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 07:15:52,059 INFO [train.py:927] (3/8) Epoch 18, batch 13850, giga_loss[loss=0.28, simple_loss=0.3446, pruned_loss=0.1077, over 12412.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3183, pruned_loss=0.08144, over 2475314.43 frames. utt_duration=438.1 frames, utt_pad_proportion=0.08083, over 22675.50 utterances.], libri_tot_loss[loss=0.1966, simple_loss=0.2837, pruned_loss=0.05473, over 2466813.74 frames. utt_duration=1243 frames, utt_pad_proportion=0.06106, over 7947.97 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08222, over 2475678.74 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07995, over 23712.98 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 07:17:40,695 INFO [train.py:927] (3/8) Epoch 18, batch 13900, giga_loss[loss=0.2985, simple_loss=0.3588, pruned_loss=0.1191, over 12366.00 frames. utt_duration=138.7 frames, utt_pad_proportion=0.1839, over 360.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3176, pruned_loss=0.0803, over 2475411.27 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07964, over 22882.88 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2839, pruned_loss=0.05486, over 2466852.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05998, over 7915.56 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3195, pruned_loss=0.0814, over 2475872.23 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07943, over 24080.69 utterances.], batch size: 360, lr: 2.22e-04
2022-09-01 07:19:30,790 INFO [train.py:927] (3/8) Epoch 18, batch 13950, giga_loss[loss=0.192, simple_loss=0.2777, pruned_loss=0.05315, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03296, over 39.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.315, pruned_loss=0.07741, over 2475040.23 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07584, over 22365.58 utterances.], libri_tot_loss[loss=0.1968, simple_loss=0.2838, pruned_loss=0.05486, over 2467232.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05894, over 7902.68 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3173, pruned_loss=0.07884, over 2475265.31 frames. utt_duration=419.9 frames, utt_pad_proportion=0.07628, over 23662.07 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 07:21:17,912 INFO [train.py:927] (3/8) Epoch 18, batch 14000, giga_loss[loss=0.2775, simple_loss=0.3429, pruned_loss=0.106, over 12409.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.0506, over 162.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3112, pruned_loss=0.07496, over 2474598.05 frames. utt_duration=463.7 frames, utt_pad_proportion=0.0743, over 21411.09 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.2832, pruned_loss=0.05469, over 2467052.15 frames. utt_duration=1255 frames, utt_pad_proportion=0.05794, over 7869.45 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3143, pruned_loss=0.07672, over 2475115.97 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07513, over 22795.51 utterances.], batch size: 162, lr: 2.22e-04
2022-09-01 07:23:07,624 INFO [train.py:927] (3/8) Epoch 18, batch 14050, giga_loss[loss=0.2726, simple_loss=0.3266, pruned_loss=0.1094, over 12362.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.31, pruned_loss=0.07436, over 2474456.94 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07618, over 21551.02 utterances.], libri_tot_loss[loss=0.1963, simple_loss=0.283, pruned_loss=0.05478, over 2466678.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05713, over 7850.01 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3132, pruned_loss=0.07613, over 2475360.39 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07708, over 22970.74 utterances.], batch size: 366, lr: 2.22e-04
2022-09-01 07:24:58,597 INFO [train.py:927] (3/8) Epoch 18, batch 14100, giga_loss[loss=0.1917, simple_loss=0.2819, pruned_loss=0.05069, over 12291.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.03753, over 51.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3096, pruned_loss=0.07265, over 2474013.91 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07175, over 20558.56 utterances.], libri_tot_loss[loss=0.1964, simple_loss=0.2831, pruned_loss=0.0549, over 2466731.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05605, over 7823.96 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3127, pruned_loss=0.07439, over 2474874.58 frames. utt_duration=451 frames, utt_pad_proportion=0.07323, over 22021.47 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 07:26:43,698 INFO [train.py:927] (3/8) Epoch 18, batch 14150, giga_loss[loss=0.2232, simple_loss=0.3092, pruned_loss=0.06856, over 12384.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3102, pruned_loss=0.07145, over 2474772.60 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06729, over 20250.52 utterances.], libri_tot_loss[loss=0.1965, simple_loss=0.2831, pruned_loss=0.0549, over 2466657.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05583, over 7821.84 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3127, pruned_loss=0.07289, over 2475543.83 frames. utt_duration=463 frames, utt_pad_proportion=0.06882, over 21453.14 utterances.], batch size: 113, lr: 2.22e-04
2022-09-01 07:28:30,358 INFO [train.py:927] (3/8) Epoch 18, batch 14200, giga_loss[loss=0.2425, simple_loss=0.3226, pruned_loss=0.0812, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03037, over 80.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3092, pruned_loss=0.07146, over 2474496.46 frames. utt_duration=492.2 frames, utt_pad_proportion=0.07291, over 20167.54 utterances.], libri_tot_loss[loss=0.1971, simple_loss=0.2836, pruned_loss=0.05528, over 2466862.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05496, over 7824.29 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3117, pruned_loss=0.07277, over 2475170.88 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07425, over 21522.08 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 07:30:16,226 INFO [train.py:927] (3/8) Epoch 18, batch 14250, giga_loss[loss=0.216, simple_loss=0.3029, pruned_loss=0.06453, over 12455.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0345, over 98.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3061, pruned_loss=0.07053, over 2474091.17 frames. utt_duration=507.7 frames, utt_pad_proportion=0.0749, over 19549.11 utterances.], libri_tot_loss[loss=0.1972, simple_loss=0.2835, pruned_loss=0.05542, over 2466783.26 frames. utt_duration=1269 frames, utt_pad_proportion=0.05424, over 7785.12 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3087, pruned_loss=0.07181, over 2474863.49 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07619, over 20923.29 utterances.], batch size: 98, lr: 2.22e-04
2022-09-01 07:32:06,674 INFO [train.py:927] (3/8) Epoch 18, batch 14300, giga_loss[loss=0.2171, simple_loss=0.3065, pruned_loss=0.06386, over 12217.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03237, over 39.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3058, pruned_loss=0.06956, over 2474273.98 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07336, over 19721.70 utterances.], libri_tot_loss[loss=0.1976, simple_loss=0.2838, pruned_loss=0.05571, over 2466986.34 frames. utt_duration=1271 frames, utt_pad_proportion=0.05327, over 7775.44 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3081, pruned_loss=0.07065, over 2474874.10 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07496, over 21078.75 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 07:33:49,329 INFO [train.py:927] (3/8) Epoch 18, batch 14350, giga_loss[loss=0.2355, simple_loss=0.3136, pruned_loss=0.07871, over 12429.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.0312, over 80.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3057, pruned_loss=0.06937, over 2474420.87 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07517, over 20161.27 utterances.], libri_tot_loss[loss=0.1983, simple_loss=0.2845, pruned_loss=0.0561, over 2466831.37 frames. utt_duration=1272 frames, utt_pad_proportion=0.05268, over 7767.34 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3074, pruned_loss=0.0702, over 2475193.07 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07669, over 21536.89 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 07:35:32,804 INFO [train.py:927] (3/8) Epoch 18, batch 14400, giga_loss[loss=0.239, simple_loss=0.3223, pruned_loss=0.07779, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04074, over 133.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3048, pruned_loss=0.06936, over 2474896.34 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07193, over 20025.63 utterances.], libri_tot_loss[loss=0.1989, simple_loss=0.2848, pruned_loss=0.0565, over 2466851.42 frames. utt_duration=1262 frames, utt_pad_proportion=0.05631, over 7827.95 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3062, pruned_loss=0.06996, over 2475666.59 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07225, over 21346.54 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 07:37:15,862 INFO [train.py:927] (3/8) Epoch 18, batch 14450, giga_loss[loss=0.2883, simple_loss=0.3569, pruned_loss=0.1099, over 12415.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3044, pruned_loss=0.06979, over 2475067.75 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06752, over 19638.33 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2853, pruned_loss=0.0569, over 2467106.45 frames. utt_duration=1259 frames, utt_pad_proportion=0.05571, over 7846.84 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3058, pruned_loss=0.07031, over 2475701.30 frames. utt_duration=472 frames, utt_pad_proportion=0.06842, over 21042.90 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 07:38:58,858 INFO [train.py:927] (3/8) Epoch 18, batch 14500, giga_loss[loss=0.2682, simple_loss=0.3358, pruned_loss=0.1003, over 12404.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07296, over 212.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3025, pruned_loss=0.06925, over 2474827.48 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06722, over 19416.68 utterances.], libri_tot_loss[loss=0.1995, simple_loss=0.2851, pruned_loss=0.05697, over 2467240.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.05415, over 7809.68 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3045, pruned_loss=0.07004, over 2475524.99 frames. utt_duration=473.1 frames, utt_pad_proportion=0.06863, over 20994.13 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 07:40:42,769 INFO [train.py:927] (3/8) Epoch 18, batch 14550, giga_loss[loss=0.1892, simple_loss=0.2799, pruned_loss=0.04922, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0289, over 55.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3018, pruned_loss=0.06869, over 2474369.62 frames. utt_duration=521 frames, utt_pad_proportion=0.06472, over 19047.80 utterances.], libri_tot_loss[loss=0.1997, simple_loss=0.2852, pruned_loss=0.0571, over 2467242.78 frames. utt_duration=1267 frames, utt_pad_proportion=0.05293, over 7796.28 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3038, pruned_loss=0.06958, over 2475177.91 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06661, over 20691.96 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 07:42:25,718 INFO [train.py:927] (3/8) Epoch 18, batch 14600, libri_loss[loss=0.2161, simple_loss=0.3032, pruned_loss=0.06452, over 12444.00 frames. utt_duration=958.9 frames, utt_pad_proportion=0.06991, over 52.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3016, pruned_loss=0.06839, over 2473906.96 frames. utt_duration=507.9 frames, utt_pad_proportion=0.07042, over 19540.55 utterances.], libri_tot_loss[loss=0.1996, simple_loss=0.2849, pruned_loss=0.05713, over 2467074.16 frames. utt_duration=1270 frames, utt_pad_proportion=0.05229, over 7779.73 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3038, pruned_loss=0.06934, over 2474867.71 frames. utt_duration=469.5 frames, utt_pad_proportion=0.0719, over 21149.35 utterances.], batch size: 52, lr: 2.22e-04
2022-09-01 07:44:13,527 INFO [train.py:927] (3/8) Epoch 18, batch 14650, giga_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.05719, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02935, over 55.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3021, pruned_loss=0.06862, over 2473745.99 frames. utt_duration=505 frames, utt_pad_proportion=0.0717, over 19651.27 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.2851, pruned_loss=0.05734, over 2467180.90 frames. utt_duration=1268 frames, utt_pad_proportion=0.05238, over 7792.17 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.304, pruned_loss=0.06944, over 2474560.58 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07296, over 21183.14 utterances.], batch size: 55, lr: 2.22e-04
2022-09-01 07:46:01,115 INFO [train.py:927] (3/8) Epoch 18, batch 14700, giga_loss[loss=0.1884, simple_loss=0.2787, pruned_loss=0.04905, over 12306.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02949, over 74.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3037, pruned_loss=0.07004, over 2474140.26 frames. utt_duration=500 frames, utt_pad_proportion=0.07065, over 19848.92 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2856, pruned_loss=0.05765, over 2467223.76 frames. utt_duration=1274 frames, utt_pad_proportion=0.05101, over 7757.27 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3055, pruned_loss=0.07089, over 2474959.45 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07243, over 21572.29 utterances.], batch size: 74, lr: 2.22e-04
2022-09-01 07:47:46,088 INFO [train.py:927] (3/8) Epoch 18, batch 14750, libri_loss[loss=0.2081, simple_loss=0.2922, pruned_loss=0.06201, over 12200.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007963, over 30.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3056, pruned_loss=0.07241, over 2474765.08 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07124, over 20677.12 utterances.], libri_tot_loss[loss=0.2006, simple_loss=0.2858, pruned_loss=0.05767, over 2467237.11 frames. utt_duration=1272 frames, utt_pad_proportion=0.05104, over 7765.98 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3073, pruned_loss=0.0733, over 2475553.34 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07268, over 22260.57 utterances.], batch size: 30, lr: 2.22e-04
2022-09-01 07:49:31,888 INFO [train.py:927] (3/8) Epoch 18, batch 14800, giga_loss[loss=0.1891, simple_loss=0.2829, pruned_loss=0.04761, over 12415.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02756, over 58.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3065, pruned_loss=0.07282, over 2475181.79 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07408, over 21054.58 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2857, pruned_loss=0.05766, over 2467176.56 frames. utt_duration=1275 frames, utt_pad_proportion=0.05046, over 7750.57 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3081, pruned_loss=0.07374, over 2475970.45 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07533, over 22501.97 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 07:51:13,939 INFO [train.py:927] (3/8) Epoch 18, batch 14850, giga_loss[loss=0.2114, simple_loss=0.2938, pruned_loss=0.06452, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.07073, over 2474207.63 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07204, over 20652.26 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.2853, pruned_loss=0.05747, over 2466785.41 frames. utt_duration=1281 frames, utt_pad_proportion=0.04876, over 7712.67 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3071, pruned_loss=0.07224, over 2475540.07 frames. utt_duration=443 frames, utt_pad_proportion=0.07405, over 22428.17 utterances.], batch size: 91, lr: 2.22e-04
2022-09-01 07:53:01,637 INFO [train.py:927] (3/8) Epoch 18, batch 14900, giga_loss[loss=0.2053, simple_loss=0.2886, pruned_loss=0.06098, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02822, over 45.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3027, pruned_loss=0.07032, over 2474101.90 frames. utt_duration=493.4 frames, utt_pad_proportion=0.0733, over 20118.58 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2853, pruned_loss=0.05758, over 2466976.37 frames. utt_duration=1271 frames, utt_pad_proportion=0.05225, over 7775.99 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3053, pruned_loss=0.0718, over 2475215.14 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07411, over 21837.17 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 07:54:47,186 INFO [train.py:927] (3/8) Epoch 18, batch 14950, giga_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06535, over 12179.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03441, over 39.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3029, pruned_loss=0.07049, over 2473849.11 frames. utt_duration=504 frames, utt_pad_proportion=0.07238, over 19691.99 utterances.], libri_tot_loss[loss=0.2003, simple_loss=0.2853, pruned_loss=0.05762, over 2466670.45 frames. utt_duration=1276 frames, utt_pad_proportion=0.05087, over 7743.41 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3055, pruned_loss=0.07207, over 2475272.91 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07385, over 21513.92 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 07:56:34,783 INFO [train.py:927] (3/8) Epoch 18, batch 15000, giga_loss[loss=0.2675, simple_loss=0.3376, pruned_loss=0.09869, over 12346.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1982, over 366.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3057, pruned_loss=0.07016, over 2473765.95 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07411, over 19940.61 utterances.], libri_tot_loss[loss=0.1999, simple_loss=0.285, pruned_loss=0.05738, over 2466379.99 frames. utt_duration=1279 frames, utt_pad_proportion=0.05021, over 7724.29 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3085, pruned_loss=0.07197, over 2475345.87 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07555, over 21730.30 utterances.], batch size: 366, lr: 2.22e-04
2022-09-01 07:56:34,785 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 07:56:48,530 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.1689, simple_loss=0.28, pruned_loss=0.02891, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 07:58:34,756 INFO [train.py:927] (3/8) Epoch 18, batch 15050, giga_loss[loss=0.2334, simple_loss=0.3046, pruned_loss=0.0811, over 12367.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1949, over 365.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3071, pruned_loss=0.07079, over 2473990.02 frames. utt_duration=480.1 frames, utt_pad_proportion=0.08155, over 20676.75 utterances.], libri_tot_loss[loss=0.2002, simple_loss=0.2852, pruned_loss=0.05759, over 2466614.59 frames. utt_duration=1266 frames, utt_pad_proportion=0.05497, over 7802.08 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3092, pruned_loss=0.07213, over 2475087.82 frames. utt_duration=449 frames, utt_pad_proportion=0.08072, over 22120.47 utterances.], batch size: 365, lr: 2.22e-04
2022-09-01 08:00:18,629 INFO [train.py:927] (3/8) Epoch 18, batch 15100, giga_loss[loss=0.3041, simple_loss=0.3539, pruned_loss=0.1271, over 12363.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09887, over 256.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3074, pruned_loss=0.07181, over 2474245.27 frames. utt_duration=488.5 frames, utt_pad_proportion=0.08317, over 20318.57 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2855, pruned_loss=0.05777, over 2466489.53 frames. utt_duration=1253 frames, utt_pad_proportion=0.05875, over 7883.73 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3091, pruned_loss=0.0729, over 2475319.60 frames. utt_duration=460.8 frames, utt_pad_proportion=0.08146, over 21555.44 utterances.], batch size: 256, lr: 2.22e-04
2022-09-01 08:02:01,455 INFO [train.py:927] (3/8) Epoch 18, batch 15150, giga_loss[loss=0.1845, simple_loss=0.2649, pruned_loss=0.05208, over 12348.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04956, over 31.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3056, pruned_loss=0.07196, over 2474427.86 frames. utt_duration=489.4 frames, utt_pad_proportion=0.0826, over 20283.65 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2854, pruned_loss=0.05769, over 2466726.01 frames. utt_duration=1252 frames, utt_pad_proportion=0.05897, over 7892.43 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3075, pruned_loss=0.07307, over 2475178.07 frames. utt_duration=463.8 frames, utt_pad_proportion=0.08133, over 21414.98 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 08:03:41,762 INFO [train.py:927] (3/8) Epoch 18, batch 15200, giga_loss[loss=0.2854, simple_loss=0.3542, pruned_loss=0.1083, over 12372.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07527, over 212.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3048, pruned_loss=0.07207, over 2474622.19 frames. utt_duration=502.1 frames, utt_pad_proportion=0.08026, over 19773.11 utterances.], libri_tot_loss[loss=0.2001, simple_loss=0.285, pruned_loss=0.05758, over 2466817.44 frames. utt_duration=1257 frames, utt_pad_proportion=0.05818, over 7856.86 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3069, pruned_loss=0.07329, over 2475280.27 frames. utt_duration=475 frames, utt_pad_proportion=0.07972, over 20910.51 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 08:05:27,316 INFO [train.py:927] (3/8) Epoch 18, batch 15250, libri_loss[loss=0.1717, simple_loss=0.2529, pruned_loss=0.04526, over 12402.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006544, over 31.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.305, pruned_loss=0.07315, over 2474801.73 frames. utt_duration=489.1 frames, utt_pad_proportion=0.08182, over 20301.85 utterances.], libri_tot_loss[loss=0.2004, simple_loss=0.2851, pruned_loss=0.05784, over 2466807.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.06079, over 7903.31 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3071, pruned_loss=0.07431, over 2475562.37 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08062, over 21518.12 utterances.], batch size: 31, lr: 2.22e-04
2022-09-01 08:07:08,927 INFO [train.py:927] (3/8) Epoch 18, batch 15300, libri_loss[loss=0.2364, simple_loss=0.3202, pruned_loss=0.0763, over 12378.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02622, over 43.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3042, pruned_loss=0.0728, over 2474536.35 frames. utt_duration=486.4 frames, utt_pad_proportion=0.08154, over 20411.60 utterances.], libri_tot_loss[loss=0.2007, simple_loss=0.2853, pruned_loss=0.05799, over 2467063.54 frames. utt_duration=1253 frames, utt_pad_proportion=0.05967, over 7886.96 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3062, pruned_loss=0.07393, over 2475086.63 frames. utt_duration=458 frames, utt_pad_proportion=0.08115, over 21684.49 utterances.], batch size: 43, lr: 2.22e-04
2022-09-01 08:08:54,053 INFO [train.py:927] (3/8) Epoch 18, batch 15350, giga_loss[loss=0.1908, simple_loss=0.2669, pruned_loss=0.0573, over 12471.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.0365, over 37.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3063, pruned_loss=0.07393, over 2474624.55 frames. utt_duration=480 frames, utt_pad_proportion=0.08418, over 20686.31 utterances.], libri_tot_loss[loss=0.2005, simple_loss=0.2852, pruned_loss=0.05792, over 2466783.91 frames. utt_duration=1255 frames, utt_pad_proportion=0.059, over 7868.76 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3082, pruned_loss=0.07509, over 2475400.09 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08401, over 21872.86 utterances.], batch size: 37, lr: 2.22e-04
2022-09-01 08:10:38,053 INFO [train.py:927] (3/8) Epoch 18, batch 15400, giga_loss[loss=0.2213, simple_loss=0.3177, pruned_loss=0.06245, over 12384.00 frames. utt_duration=620.8 frames, utt_pad_proportion=0.03601, over 80.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.307, pruned_loss=0.07289, over 2475040.03 frames. utt_duration=493 frames, utt_pad_proportion=0.08008, over 20140.68 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2856, pruned_loss=0.05816, over 2466929.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06308, over 7947.08 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3086, pruned_loss=0.07387, over 2475663.89 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07914, over 21231.62 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:12:25,010 INFO [train.py:927] (3/8) Epoch 18, batch 15450, giga_loss[loss=0.2445, simple_loss=0.3336, pruned_loss=0.07771, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0258, over 45.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3082, pruned_loss=0.07137, over 2474762.62 frames. utt_duration=510.7 frames, utt_pad_proportion=0.07741, over 19439.07 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2859, pruned_loss=0.05839, over 2466687.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.06712, over 8014.53 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3095, pruned_loss=0.07212, over 2475602.05 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07539, over 20405.43 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 08:14:05,429 INFO [train.py:927] (3/8) Epoch 18, batch 15500, giga_loss[loss=0.2549, simple_loss=0.3372, pruned_loss=0.08627, over 12423.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03696, over 105.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3112, pruned_loss=0.07363, over 2475177.74 frames. utt_duration=502.6 frames, utt_pad_proportion=0.0734, over 19757.03 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2859, pruned_loss=0.05854, over 2466797.92 frames. utt_duration=1238 frames, utt_pad_proportion=0.06562, over 7982.65 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3128, pruned_loss=0.07446, over 2475976.07 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07262, over 20864.47 utterances.], batch size: 105, lr: 2.22e-04
2022-09-01 08:15:47,715 INFO [train.py:927] (3/8) Epoch 18, batch 15550, giga_loss[loss=0.1836, simple_loss=0.2797, pruned_loss=0.0437, over 12386.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02979, over 58.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07429, over 2474350.95 frames. utt_duration=507.3 frames, utt_pad_proportion=0.07348, over 19568.10 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2861, pruned_loss=0.0587, over 2466623.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06467, over 7961.33 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3129, pruned_loss=0.07518, over 2475321.24 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07326, over 20739.41 utterances.], batch size: 58, lr: 2.22e-04
2022-09-01 08:17:28,054 INFO [train.py:927] (3/8) Epoch 18, batch 15600, giga_loss[loss=0.1985, simple_loss=0.2948, pruned_loss=0.05111, over 12361.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02884, over 48.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3116, pruned_loss=0.07405, over 2474625.16 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07863, over 20521.84 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2868, pruned_loss=0.05908, over 2467045.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.06273, over 7962.76 utterances.], giga_tot_loss[loss=0.2316, simple_loss=0.3132, pruned_loss=0.07498, over 2475291.92 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07909, over 21924.95 utterances.], batch size: 48, lr: 2.22e-04
2022-09-01 08:19:12,549 INFO [train.py:927] (3/8) Epoch 18, batch 15650, giga_loss[loss=0.2556, simple_loss=0.3284, pruned_loss=0.09144, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3119, pruned_loss=0.07332, over 2474761.68 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07601, over 20267.63 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2869, pruned_loss=0.05925, over 2467503.53 frames. utt_duration=1242 frames, utt_pad_proportion=0.06173, over 7955.60 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3138, pruned_loss=0.07426, over 2475045.58 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07698, over 21672.31 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 08:20:53,710 INFO [train.py:927] (3/8) Epoch 18, batch 15700, giga_loss[loss=0.2214, simple_loss=0.2995, pruned_loss=0.07162, over 12357.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03284, over 104.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3132, pruned_loss=0.07461, over 2475372.59 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07977, over 20516.19 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2873, pruned_loss=0.05957, over 2468008.65 frames. utt_duration=1231 frames, utt_pad_proportion=0.06618, over 8028.96 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3148, pruned_loss=0.07541, over 2475309.01 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07898, over 21850.18 utterances.], batch size: 104, lr: 2.22e-04
2022-09-01 08:22:40,219 INFO [train.py:927] (3/8) Epoch 18, batch 15750, giga_loss[loss=0.2474, simple_loss=0.321, pruned_loss=0.0869, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0285, over 45.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3115, pruned_loss=0.07428, over 2475204.05 frames. utt_duration=481.1 frames, utt_pad_proportion=0.0801, over 20645.07 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2877, pruned_loss=0.05977, over 2467819.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06546, over 8035.21 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3129, pruned_loss=0.07499, over 2475469.53 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07979, over 21917.73 utterances.], batch size: 45, lr: 2.22e-04
2022-09-01 08:24:23,815 INFO [train.py:927] (3/8) Epoch 18, batch 15800, giga_loss[loss=0.2603, simple_loss=0.3284, pruned_loss=0.09612, over 12370.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07185, over 212.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3098, pruned_loss=0.07399, over 2475569.66 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08201, over 21194.43 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2877, pruned_loss=0.05978, over 2468046.39 frames. utt_duration=1233 frames, utt_pad_proportion=0.06472, over 8018.73 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3113, pruned_loss=0.07474, over 2475680.76 frames. utt_duration=443.7 frames, utt_pad_proportion=0.082, over 22393.33 utterances.], batch size: 212, lr: 2.22e-04
2022-09-01 08:26:03,362 INFO [train.py:927] (3/8) Epoch 18, batch 15850, giga_loss[loss=0.2061, simple_loss=0.2901, pruned_loss=0.06104, over 12421.00 frames. utt_duration=754.4 frames, utt_pad_proportion=0.02275, over 66.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3084, pruned_loss=0.07377, over 2475432.12 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07955, over 21247.09 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2876, pruned_loss=0.05976, over 2467959.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06383, over 8001.56 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.31, pruned_loss=0.07462, over 2475722.11 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07999, over 22438.48 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 08:27:43,364 INFO [train.py:927] (3/8) Epoch 18, batch 15900, giga_loss[loss=0.2238, simple_loss=0.3089, pruned_loss=0.06936, over 12373.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02793, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3057, pruned_loss=0.07102, over 2475721.20 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07907, over 21778.41 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2878, pruned_loss=0.05981, over 2467893.98 frames. utt_duration=1234 frames, utt_pad_proportion=0.06346, over 8009.37 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3072, pruned_loss=0.07194, over 2476177.15 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07969, over 23030.89 utterances.], batch size: 66, lr: 2.22e-04
2022-09-01 08:29:31,542 INFO [train.py:927] (3/8) Epoch 18, batch 15950, giga_loss[loss=0.1923, simple_loss=0.2701, pruned_loss=0.05724, over 12246.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.02836, over 39.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.304, pruned_loss=0.0709, over 2475316.03 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07911, over 22140.42 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2877, pruned_loss=0.05976, over 2467798.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.06277, over 7988.29 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07183, over 2475879.75 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07986, over 23344.15 utterances.], batch size: 39, lr: 2.22e-04
2022-09-01 08:31:14,647 INFO [train.py:927] (3/8) Epoch 18, batch 16000, giga_loss[loss=0.2982, simple_loss=0.3562, pruned_loss=0.1201, over 12354.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3032, pruned_loss=0.07018, over 2475412.93 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07484, over 21513.79 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2879, pruned_loss=0.05984, over 2467666.35 frames. utt_duration=1241 frames, utt_pad_proportion=0.06183, over 7962.73 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3046, pruned_loss=0.07103, over 2476112.85 frames. utt_duration=437 frames, utt_pad_proportion=0.07604, over 22741.04 utterances.], batch size: 259, lr: 2.22e-04
2022-09-01 08:32:58,620 INFO [train.py:927] (3/8) Epoch 18, batch 16050, giga_loss[loss=0.2164, simple_loss=0.3, pruned_loss=0.06645, over 12434.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0414, over 146.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06978, over 2474978.61 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07209, over 20699.07 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2879, pruned_loss=0.05995, over 2467532.35 frames. utt_duration=1239 frames, utt_pad_proportion=0.06171, over 7974.16 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.305, pruned_loss=0.07058, over 2475827.03 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07335, over 21953.94 utterances.], batch size: 146, lr: 2.22e-04
2022-09-01 08:34:40,907 INFO [train.py:927] (3/8) Epoch 18, batch 16100, giga_loss[loss=0.2967, simple_loss=0.3576, pruned_loss=0.1179, over 12355.00 frames. utt_duration=132.9 frames, utt_pad_proportion=0.2138, over 376.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3042, pruned_loss=0.07025, over 2474759.30 frames. utt_duration=479 frames, utt_pad_proportion=0.07323, over 20731.61 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2879, pruned_loss=0.06004, over 2467777.20 frames. utt_duration=1234 frames, utt_pad_proportion=0.06405, over 8011.32 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.306, pruned_loss=0.07123, over 2475524.45 frames. utt_duration=447 frames, utt_pad_proportion=0.07362, over 22223.34 utterances.], batch size: 376, lr: 2.22e-04
2022-09-01 08:36:26,257 INFO [train.py:927] (3/8) Epoch 18, batch 16150, giga_loss[loss=0.2678, simple_loss=0.3384, pruned_loss=0.09862, over 12410.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03925, over 133.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3043, pruned_loss=0.07028, over 2474347.67 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07168, over 19999.21 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2877, pruned_loss=0.05999, over 2467663.71 frames. utt_duration=1236 frames, utt_pad_proportion=0.06286, over 7998.01 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3064, pruned_loss=0.07139, over 2475258.03 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07259, over 21535.53 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 08:38:12,726 INFO [train.py:927] (3/8) Epoch 18, batch 16200, giga_loss[loss=0.2156, simple_loss=0.3054, pruned_loss=0.06294, over 12177.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.04015, over 33.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3063, pruned_loss=0.07201, over 2475124.15 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07669, over 20610.69 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2878, pruned_loss=0.0602, over 2468028.06 frames. utt_duration=1225 frames, utt_pad_proportion=0.06645, over 8069.04 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3082, pruned_loss=0.07295, over 2475687.71 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07593, over 22036.96 utterances.], batch size: 33, lr: 2.22e-04
2022-09-01 08:40:02,382 INFO [train.py:927] (3/8) Epoch 18, batch 16250, giga_loss[loss=0.2741, simple_loss=0.3476, pruned_loss=0.1002, over 12380.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3083, pruned_loss=0.07331, over 2475933.31 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08262, over 21746.16 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.288, pruned_loss=0.06028, over 2468313.75 frames. utt_duration=1227 frames, utt_pad_proportion=0.06494, over 8056.13 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3101, pruned_loss=0.07431, over 2476311.21 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08231, over 23260.80 utterances.], batch size: 257, lr: 2.22e-04
2022-09-01 08:41:53,090 INFO [train.py:927] (3/8) Epoch 18, batch 16300, giga_loss[loss=0.2456, simple_loss=0.3207, pruned_loss=0.08519, over 12418.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03838, over 133.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3079, pruned_loss=0.07288, over 2475895.01 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08282, over 22367.47 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2881, pruned_loss=0.06026, over 2468438.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06468, over 8050.85 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3094, pruned_loss=0.07375, over 2476112.70 frames. utt_duration=420.7 frames, utt_pad_proportion=0.08266, over 23621.63 utterances.], batch size: 133, lr: 2.22e-04
2022-09-01 08:43:38,095 INFO [train.py:927] (3/8) Epoch 18, batch 16350, giga_loss[loss=0.2367, simple_loss=0.3149, pruned_loss=0.07923, over 12379.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06443, over 183.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07344, over 2475899.15 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08256, over 22486.51 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2884, pruned_loss=0.06013, over 2468593.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.06402, over 8038.94 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.309, pruned_loss=0.07447, over 2476063.67 frames. utt_duration=418.6 frames, utt_pad_proportion=0.08274, over 23745.26 utterances.], batch size: 183, lr: 2.22e-04
2022-09-01 08:45:22,706 INFO [train.py:927] (3/8) Epoch 18, batch 16400, libri_loss[loss=0.1633, simple_loss=0.2378, pruned_loss=0.04436, over 12220.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.02653, over 27.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3063, pruned_loss=0.07313, over 2475670.43 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08279, over 22198.47 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2881, pruned_loss=0.06003, over 2468518.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06342, over 8012.45 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3078, pruned_loss=0.07421, over 2475977.70 frames. utt_duration=424.5 frames, utt_pad_proportion=0.08317, over 23412.41 utterances.], batch size: 27, lr: 2.22e-04
2022-09-01 08:47:09,815 INFO [train.py:927] (3/8) Epoch 18, batch 16450, giga_loss[loss=0.2194, simple_loss=0.2958, pruned_loss=0.07147, over 12218.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03954, over 28.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3069, pruned_loss=0.07386, over 2475725.32 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08297, over 22133.30 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2882, pruned_loss=0.06014, over 2468610.53 frames. utt_duration=1235 frames, utt_pad_proportion=0.06294, over 8005.33 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3082, pruned_loss=0.07473, over 2475951.50 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08346, over 23215.29 utterances.], batch size: 28, lr: 2.22e-04
2022-09-01 08:48:57,426 INFO [train.py:927] (3/8) Epoch 18, batch 16500, libri_loss[loss=0.1901, simple_loss=0.2754, pruned_loss=0.05237, over 12437.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01413, over 40.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3069, pruned_loss=0.0738, over 2474997.62 frames. utt_duration=457.3 frames, utt_pad_proportion=0.08141, over 21720.42 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2881, pruned_loss=0.06013, over 2468547.21 frames. utt_duration=1236 frames, utt_pad_proportion=0.06246, over 7998.31 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3082, pruned_loss=0.07463, over 2475276.23 frames. utt_duration=437.5 frames, utt_pad_proportion=0.08208, over 22705.76 utterances.], batch size: 40, lr: 2.22e-04
2022-09-01 08:50:41,954 INFO [train.py:927] (3/8) Epoch 18, batch 16550, libri_loss[loss=0.234, simple_loss=0.3209, pruned_loss=0.07349, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005367, over 35.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3079, pruned_loss=0.07524, over 2475043.61 frames. utt_duration=445.7 frames, utt_pad_proportion=0.0876, over 22286.13 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2886, pruned_loss=0.06054, over 2468655.04 frames. utt_duration=1216 frames, utt_pad_proportion=0.06974, over 8128.61 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3089, pruned_loss=0.07586, over 2475321.83 frames. utt_duration=427 frames, utt_pad_proportion=0.086, over 23270.20 utterances.], batch size: 35, lr: 2.22e-04
2022-09-01 08:52:24,475 INFO [train.py:927] (3/8) Epoch 18, batch 16600, giga_loss[loss=0.2528, simple_loss=0.3251, pruned_loss=0.0903, over 12438.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0307, over 80.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.309, pruned_loss=0.07608, over 2474584.95 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08641, over 22665.95 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2885, pruned_loss=0.06058, over 2468365.30 frames. utt_duration=1222 frames, utt_pad_proportion=0.0682, over 8090.17 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3104, pruned_loss=0.07697, over 2475269.48 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08584, over 23895.51 utterances.], batch size: 80, lr: 2.22e-04
2022-09-01 08:54:09,850 INFO [train.py:927] (3/8) Epoch 18, batch 16650, giga_loss[loss=0.194, simple_loss=0.2747, pruned_loss=0.05669, over 12304.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3081, pruned_loss=0.07532, over 2473898.15 frames. utt_duration=453.1 frames, utt_pad_proportion=0.08317, over 21913.66 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2882, pruned_loss=0.06054, over 2468658.58 frames. utt_duration=1226 frames, utt_pad_proportion=0.06701, over 8066.90 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3101, pruned_loss=0.07649, over 2474326.60 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0834, over 23320.47 utterances.], batch size: 51, lr: 2.22e-04
2022-09-01 08:55:55,590 INFO [train.py:927] (3/8) Epoch 18, batch 16700, giga_loss[loss=0.2517, simple_loss=0.3276, pruned_loss=0.08789, over 12383.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03242, over 122.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.31, pruned_loss=0.07691, over 2474146.91 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08249, over 22321.41 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2882, pruned_loss=0.06053, over 2468718.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06647, over 8060.24 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3118, pruned_loss=0.07798, over 2474475.11 frames. utt_duration=421.5 frames, utt_pad_proportion=0.08294, over 23566.44 utterances.], batch size: 122, lr: 2.22e-04
2022-09-01 08:57:40,526 INFO [train.py:927] (3/8) Epoch 18, batch 16750, giga_loss[loss=0.204, simple_loss=0.3049, pruned_loss=0.05162, over 12453.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04261, over 31.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3103, pruned_loss=0.07614, over 2474477.34 frames. utt_duration=450.8 frames, utt_pad_proportion=0.08066, over 22028.16 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2882, pruned_loss=0.06058, over 2468735.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.06576, over 8037.46 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.312, pruned_loss=0.07717, over 2474786.25 frames. utt_duration=427.4 frames, utt_pad_proportion=0.0814, over 23239.03 utterances.], batch size: 31, lr: 2.21e-04
2022-09-01 08:59:26,013 INFO [train.py:927] (3/8) Epoch 18, batch 16800, giga_loss[loss=0.2144, simple_loss=0.2947, pruned_loss=0.06706, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03678, over 37.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3079, pruned_loss=0.07425, over 2474392.48 frames. utt_duration=483 frames, utt_pad_proportion=0.07474, over 20556.28 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2878, pruned_loss=0.06038, over 2468732.48 frames. utt_duration=1236 frames, utt_pad_proportion=0.06461, over 8001.74 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3101, pruned_loss=0.07559, over 2474779.91 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07614, over 21843.07 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 09:01:09,758 INFO [train.py:927] (3/8) Epoch 18, batch 16850, giga_loss[loss=0.2336, simple_loss=0.3187, pruned_loss=0.07423, over 12168.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.03789, over 28.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3077, pruned_loss=0.07384, over 2474668.12 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07113, over 20391.29 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2875, pruned_loss=0.06039, over 2468635.07 frames. utt_duration=1241 frames, utt_pad_proportion=0.06346, over 7968.12 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3102, pruned_loss=0.07523, over 2475199.75 frames. utt_duration=456.6 frames, utt_pad_proportion=0.0729, over 21756.16 utterances.], batch size: 28, lr: 2.21e-04
2022-09-01 09:02:55,431 INFO [train.py:927] (3/8) Epoch 18, batch 16900, giga_loss[loss=0.2218, simple_loss=0.2999, pruned_loss=0.0718, over 12418.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3073, pruned_loss=0.07409, over 2474882.87 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07384, over 20497.36 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2874, pruned_loss=0.06022, over 2468657.76 frames. utt_duration=1249 frames, utt_pad_proportion=0.06098, over 7917.36 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3106, pruned_loss=0.07606, over 2475601.76 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07611, over 22304.03 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 09:04:39,716 INFO [train.py:927] (3/8) Epoch 18, batch 16950, giga_loss[loss=0.2153, simple_loss=0.3037, pruned_loss=0.06348, over 12373.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03344, over 104.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.309, pruned_loss=0.07555, over 2474563.42 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07557, over 20533.39 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2872, pruned_loss=0.06016, over 2468509.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.06079, over 7906.77 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3118, pruned_loss=0.07721, over 2475284.02 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07733, over 22009.94 utterances.], batch size: 104, lr: 2.21e-04
2022-09-01 09:06:23,886 INFO [train.py:927] (3/8) Epoch 18, batch 17000, giga_loss[loss=0.2426, simple_loss=0.3093, pruned_loss=0.08797, over 12362.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3099, pruned_loss=0.0759, over 2474891.30 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07509, over 20707.20 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2871, pruned_loss=0.06015, over 2468455.74 frames. utt_duration=1255 frames, utt_pad_proportion=0.05966, over 7876.45 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07758, over 2475671.09 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07691, over 22203.51 utterances.], batch size: 372, lr: 2.21e-04
2022-09-01 09:08:06,011 INFO [train.py:927] (3/8) Epoch 18, batch 17050, giga_loss[loss=0.2304, simple_loss=0.3149, pruned_loss=0.07296, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0263, over 45.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3094, pruned_loss=0.07508, over 2475051.10 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07575, over 20503.78 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2871, pruned_loss=0.06027, over 2468599.27 frames. utt_duration=1259 frames, utt_pad_proportion=0.05878, over 7854.02 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.312, pruned_loss=0.0766, over 2475663.02 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07758, over 21943.56 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 09:09:50,159 INFO [train.py:927] (3/8) Epoch 18, batch 17100, giga_loss[loss=0.2645, simple_loss=0.3372, pruned_loss=0.09592, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05539, over 162.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.308, pruned_loss=0.07358, over 2474962.03 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07425, over 20451.58 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2868, pruned_loss=0.06001, over 2468723.54 frames. utt_duration=1263 frames, utt_pad_proportion=0.05769, over 7830.90 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3109, pruned_loss=0.07534, over 2475496.15 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07631, over 21911.91 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 09:11:35,364 INFO [train.py:927] (3/8) Epoch 18, batch 17150, giga_loss[loss=0.1926, simple_loss=0.2765, pruned_loss=0.05436, over 12374.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.04752, over 26.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3066, pruned_loss=0.07334, over 2474594.53 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07138, over 19973.41 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2868, pruned_loss=0.06007, over 2468454.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.05691, over 7822.45 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3093, pruned_loss=0.0749, over 2475343.82 frames. utt_duration=465 frames, utt_pad_proportion=0.07358, over 21361.71 utterances.], batch size: 26, lr: 2.21e-04
2022-09-01 09:13:21,614 INFO [train.py:927] (3/8) Epoch 18, batch 17200, libri_loss[loss=0.2178, simple_loss=0.3012, pruned_loss=0.06725, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005811, over 35.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.304, pruned_loss=0.07265, over 2473900.25 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07203, over 20267.43 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2868, pruned_loss=0.06003, over 2468522.22 frames. utt_duration=1266 frames, utt_pad_proportion=0.05648, over 7811.26 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3062, pruned_loss=0.07404, over 2474480.66 frames. utt_duration=462 frames, utt_pad_proportion=0.07392, over 21491.82 utterances.], batch size: 35, lr: 2.21e-04
2022-09-01 09:15:09,468 INFO [train.py:927] (3/8) Epoch 18, batch 17250, giga_loss[loss=0.2084, simple_loss=0.3001, pruned_loss=0.05833, over 12372.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06548, over 183.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3032, pruned_loss=0.07217, over 2474435.09 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06969, over 20526.32 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2865, pruned_loss=0.05993, over 2468248.62 frames. utt_duration=1266 frames, utt_pad_proportion=0.05626, over 7806.23 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3055, pruned_loss=0.07351, over 2475197.80 frames. utt_duration=458.5 frames, utt_pad_proportion=0.07142, over 21663.81 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 09:16:52,785 INFO [train.py:927] (3/8) Epoch 18, batch 17300, giga_loss[loss=0.1809, simple_loss=0.2855, pruned_loss=0.03817, over 12391.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0518, over 161.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3017, pruned_loss=0.0692, over 2474260.83 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07202, over 21300.18 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2866, pruned_loss=0.06, over 2468058.29 frames. utt_duration=1270 frames, utt_pad_proportion=0.05497, over 7784.23 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3039, pruned_loss=0.07053, over 2475242.13 frames. utt_duration=439.9 frames, utt_pad_proportion=0.07377, over 22584.61 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 09:18:37,424 INFO [train.py:927] (3/8) Epoch 18, batch 17350, giga_loss[loss=0.1776, simple_loss=0.2712, pruned_loss=0.04199, over 12432.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.0324, over 55.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2992, pruned_loss=0.06572, over 2474244.85 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07111, over 21888.05 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2862, pruned_loss=0.0598, over 2467810.57 frames. utt_duration=1274 frames, utt_pad_proportion=0.05442, over 7759.56 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3014, pruned_loss=0.06706, over 2475324.80 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07273, over 23111.12 utterances.], batch size: 55, lr: 2.21e-04
2022-09-01 09:20:20,917 INFO [train.py:927] (3/8) Epoch 18, batch 17400, giga_loss[loss=0.1724, simple_loss=0.2832, pruned_loss=0.03081, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03332, over 75.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2973, pruned_loss=0.06312, over 2474640.43 frames. utt_duration=425.5 frames, utt_pad_proportion=0.07792, over 23345.86 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2864, pruned_loss=0.05994, over 2467773.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.0587, over 7829.98 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2992, pruned_loss=0.06414, over 2475661.42 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07779, over 24518.72 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 09:22:03,339 INFO [train.py:927] (3/8) Epoch 18, batch 17450, giga_loss[loss=0.2374, simple_loss=0.3311, pruned_loss=0.07186, over 12415.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02296, over 48.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.298, pruned_loss=0.06232, over 2474542.86 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07349, over 23173.60 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2863, pruned_loss=0.05997, over 2467660.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05794, over 7804.57 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2998, pruned_loss=0.06315, over 2475579.89 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07387, over 24390.56 utterances.], batch size: 48, lr: 2.21e-04
2022-09-01 09:23:43,733 INFO [train.py:927] (3/8) Epoch 18, batch 17500, giga_loss[loss=0.187, simple_loss=0.2812, pruned_loss=0.04637, over 12424.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04925, over 161.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06008, over 2475378.63 frames. utt_duration=429.7 frames, utt_pad_proportion=0.07128, over 23122.76 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2865, pruned_loss=0.06013, over 2467645.37 frames. utt_duration=1258 frames, utt_pad_proportion=0.06143, over 7857.75 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.297, pruned_loss=0.06061, over 2476324.95 frames. utt_duration=409 frames, utt_pad_proportion=0.07073, over 24306.45 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 09:25:26,961 INFO [train.py:927] (3/8) Epoch 18, batch 17550, giga_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.0607, over 12381.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2951, pruned_loss=0.05962, over 2475685.00 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07289, over 23613.71 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.287, pruned_loss=0.06046, over 2467881.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.06565, over 7938.03 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05976, over 2476335.51 frames. utt_duration=402.8 frames, utt_pad_proportion=0.07136, over 24680.99 utterances.], batch size: 257, lr: 2.21e-04
2022-09-01 09:27:06,998 INFO [train.py:927] (3/8) Epoch 18, batch 17600, giga_loss[loss=0.2018, simple_loss=0.2904, pruned_loss=0.05658, over 12388.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.06667, over 212.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2939, pruned_loss=0.05904, over 2475591.54 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07349, over 23726.16 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2873, pruned_loss=0.06084, over 2468037.29 frames. utt_duration=1235 frames, utt_pad_proportion=0.0687, over 8003.73 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05873, over 2476406.52 frames. utt_duration=391.7 frames, utt_pad_proportion=0.07137, over 25380.55 utterances.], batch size: 212, lr: 2.21e-04
2022-09-01 09:28:51,718 INFO [train.py:927] (3/8) Epoch 18, batch 17650, libri_loss[loss=0.2157, simple_loss=0.2974, pruned_loss=0.06695, over 12461.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007776, over 37.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2905, pruned_loss=0.05711, over 2475556.10 frames. utt_duration=407.4 frames, utt_pad_proportion=0.07258, over 24392.47 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2874, pruned_loss=0.06093, over 2468043.70 frames. utt_duration=1235 frames, utt_pad_proportion=0.06771, over 8001.47 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.291, pruned_loss=0.05671, over 2476356.29 frames. utt_duration=381.2 frames, utt_pad_proportion=0.07131, over 26081.69 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 09:30:36,696 INFO [train.py:927] (3/8) Epoch 18, batch 17700, giga_loss[loss=0.1952, simple_loss=0.2852, pruned_loss=0.05263, over 12462.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2883, pruned_loss=0.05635, over 2475722.34 frames. utt_duration=389 frames, utt_pad_proportion=0.07759, over 25553.27 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2873, pruned_loss=0.0609, over 2467890.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06734, over 7982.52 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2889, pruned_loss=0.05602, over 2476547.40 frames. utt_duration=367.8 frames, utt_pad_proportion=0.07645, over 27039.00 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 09:32:39,239 INFO [train.py:927] (3/8) Epoch 18, batch 17750, giga_loss[loss=0.1895, simple_loss=0.2907, pruned_loss=0.04415, over 12369.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06559, over 183.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2902, pruned_loss=0.05621, over 2476370.50 frames. utt_duration=397.3 frames, utt_pad_proportion=0.07587, over 25025.07 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2876, pruned_loss=0.06111, over 2468005.57 frames. utt_duration=1229 frames, utt_pad_proportion=0.07095, over 8044.49 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2904, pruned_loss=0.05568, over 2477031.25 frames. utt_duration=377 frames, utt_pad_proportion=0.07408, over 26385.00 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 09:34:47,892 INFO [train.py:927] (3/8) Epoch 18, batch 17800, giga_loss[loss=0.1814, simple_loss=0.2642, pruned_loss=0.04929, over 12426.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03819, over 40.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2896, pruned_loss=0.05532, over 2476514.83 frames. utt_duration=407.3 frames, utt_pad_proportion=0.07455, over 24403.64 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2878, pruned_loss=0.06119, over 2467979.96 frames. utt_duration=1218 frames, utt_pad_proportion=0.07531, over 8117.04 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2895, pruned_loss=0.05477, over 2477182.88 frames. utt_duration=387.8 frames, utt_pad_proportion=0.07207, over 25647.09 utterances.], batch size: 40, lr: 2.21e-04
2022-09-01 09:36:47,757 INFO [train.py:927] (3/8) Epoch 18, batch 17850, giga_loss[loss=0.1738, simple_loss=0.2776, pruned_loss=0.03501, over 12400.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2883, pruned_loss=0.05406, over 2476743.39 frames. utt_duration=402.9 frames, utt_pad_proportion=0.07301, over 24674.06 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.288, pruned_loss=0.06138, over 2467976.26 frames. utt_duration=1221 frames, utt_pad_proportion=0.07414, over 8095.90 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2882, pruned_loss=0.05333, over 2477433.01 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07144, over 25970.67 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 09:38:56,366 INFO [train.py:927] (3/8) Epoch 18, batch 17900, giga_loss[loss=0.1757, simple_loss=0.2701, pruned_loss=0.04068, over 12412.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05787, over 182.00 utterances.], tot_loss[loss=0.196, simple_loss=0.2861, pruned_loss=0.053, over 2476958.57 frames. utt_duration=398.7 frames, utt_pad_proportion=0.0688, over 24931.71 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2879, pruned_loss=0.06139, over 2467797.34 frames. utt_duration=1222 frames, utt_pad_proportion=0.07359, over 8088.98 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.286, pruned_loss=0.05233, over 2477739.51 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06789, over 26112.93 utterances.], batch size: 182, lr: 2.21e-04
2022-09-01 09:40:48,847 INFO [train.py:927] (3/8) Epoch 18, batch 17950, giga_loss[loss=0.2054, simple_loss=0.2994, pruned_loss=0.05569, over 12429.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04044, over 114.00 utterances.], tot_loss[loss=0.195, simple_loss=0.285, pruned_loss=0.05256, over 2476821.15 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07086, over 25458.12 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2877, pruned_loss=0.0612, over 2467979.53 frames. utt_duration=1227 frames, utt_pad_proportion=0.0725, over 8058.43 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2851, pruned_loss=0.05206, over 2477429.98 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07034, over 26719.14 utterances.], batch size: 114, lr: 2.21e-04
2022-09-01 09:43:02,693 INFO [train.py:927] (3/8) Epoch 18, batch 18000, giga_loss[loss=0.1688, simple_loss=0.2607, pruned_loss=0.0385, over 12425.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03049, over 80.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2853, pruned_loss=0.05226, over 2477065.26 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07047, over 24879.35 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2877, pruned_loss=0.06114, over 2468283.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.07113, over 8038.25 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2854, pruned_loss=0.05171, over 2477465.90 frames. utt_duration=378.2 frames, utt_pad_proportion=0.07043, over 26291.93 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 09:43:02,694 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 09:43:18,113 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.17, simple_loss=0.281, pruned_loss=0.02955, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 09:45:18,272 INFO [train.py:927] (3/8) Epoch 18, batch 18050, giga_loss[loss=0.2107, simple_loss=0.3006, pruned_loss=0.0604, over 12429.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03852, over 133.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2846, pruned_loss=0.05216, over 2476624.76 frames. utt_duration=403.8 frames, utt_pad_proportion=0.06844, over 24607.10 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2877, pruned_loss=0.06123, over 2468043.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.07053, over 8033.24 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2844, pruned_loss=0.05141, over 2477351.57 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06867, over 26113.58 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:47:19,253 INFO [train.py:927] (3/8) Epoch 18, batch 18100, giga_loss[loss=0.1886, simple_loss=0.2763, pruned_loss=0.05042, over 12417.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09635, over 256.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2873, pruned_loss=0.05217, over 2477090.39 frames. utt_duration=382.1 frames, utt_pad_proportion=0.07235, over 26016.74 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2877, pruned_loss=0.06131, over 2467644.00 frames. utt_duration=1233 frames, utt_pad_proportion=0.06973, over 8012.86 utterances.], giga_tot_loss[loss=0.195, simple_loss=0.2872, pruned_loss=0.0514, over 2478141.66 frames. utt_duration=362.3 frames, utt_pad_proportion=0.07255, over 27452.13 utterances.], batch size: 256, lr: 2.21e-04
2022-09-01 09:49:29,712 INFO [train.py:927] (3/8) Epoch 18, batch 18150, giga_loss[loss=0.2033, simple_loss=0.2951, pruned_loss=0.05577, over 12452.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.03007, over 122.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2878, pruned_loss=0.05078, over 2477244.22 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06843, over 25182.36 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2878, pruned_loss=0.06142, over 2467323.71 frames. utt_duration=1239 frames, utt_pad_proportion=0.06887, over 7977.85 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2876, pruned_loss=0.0499, over 2478533.24 frames. utt_duration=373 frames, utt_pad_proportion=0.06903, over 26668.48 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 09:51:30,924 INFO [train.py:927] (3/8) Epoch 18, batch 18200, giga_loss[loss=0.197, simple_loss=0.2871, pruned_loss=0.05344, over 12391.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04153, over 133.00 utterances.], tot_loss[loss=0.1958, simple_loss=0.2881, pruned_loss=0.05172, over 2477327.11 frames. utt_duration=388 frames, utt_pad_proportion=0.07194, over 25619.00 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.288, pruned_loss=0.06148, over 2467537.69 frames. utt_duration=1227 frames, utt_pad_proportion=0.07177, over 8052.98 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2878, pruned_loss=0.05069, over 2478442.34 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07154, over 27202.57 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 09:54:00,247 INFO [train.py:927] (3/8) Epoch 18, batch 18250, giga_loss[loss=0.1737, simple_loss=0.2625, pruned_loss=0.0424, over 12370.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.04942, over 31.00 utterances.], tot_loss[loss=0.1965, simple_loss=0.2879, pruned_loss=0.05252, over 2477230.61 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07004, over 24730.98 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.288, pruned_loss=0.06152, over 2467402.28 frames. utt_duration=1230 frames, utt_pad_proportion=0.07049, over 8032.99 utterances.], giga_tot_loss[loss=0.1953, simple_loss=0.2877, pruned_loss=0.05144, over 2478478.11 frames. utt_duration=376.5 frames, utt_pad_proportion=0.07016, over 26416.56 utterances.], batch size: 31, lr: 2.21e-04
2022-09-01 09:56:07,870 INFO [train.py:927] (3/8) Epoch 18, batch 18300, giga_loss[loss=0.1809, simple_loss=0.2674, pruned_loss=0.04716, over 12481.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.0258, over 55.00 utterances.], tot_loss[loss=0.1936, simple_loss=0.2847, pruned_loss=0.05121, over 2477796.10 frames. utt_duration=396 frames, utt_pad_proportion=0.07291, over 25101.43 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2878, pruned_loss=0.0615, over 2467311.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06972, over 8017.54 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2847, pruned_loss=0.05026, over 2478991.31 frames. utt_duration=373.1 frames, utt_pad_proportion=0.07304, over 26659.57 utterances.], batch size: 55, lr: 2.21e-04
2022-09-01 09:58:06,551 INFO [train.py:927] (3/8) Epoch 18, batch 18350, giga_loss[loss=0.2089, simple_loss=0.3071, pruned_loss=0.05539, over 12451.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03384, over 105.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2845, pruned_loss=0.05129, over 2478132.32 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07529, over 25431.63 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2874, pruned_loss=0.06134, over 2467147.96 frames. utt_duration=1238 frames, utt_pad_proportion=0.06849, over 7982.39 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.2847, pruned_loss=0.05045, over 2479466.71 frames. utt_duration=367.2 frames, utt_pad_proportion=0.07564, over 27091.16 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 10:00:02,700 INFO [train.py:927] (3/8) Epoch 18, batch 18400, giga_loss[loss=0.1819, simple_loss=0.2694, pruned_loss=0.04715, over 12407.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02617, over 91.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2846, pruned_loss=0.05173, over 2477881.98 frames. utt_duration=405.3 frames, utt_pad_proportion=0.07218, over 24522.48 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2874, pruned_loss=0.06139, over 2467138.49 frames. utt_duration=1220 frames, utt_pad_proportion=0.07381, over 8097.87 utterances.], giga_tot_loss[loss=0.1929, simple_loss=0.2847, pruned_loss=0.05055, over 2479444.71 frames. utt_duration=375 frames, utt_pad_proportion=0.07121, over 26526.97 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:02:05,254 INFO [train.py:927] (3/8) Epoch 18, batch 18450, giga_loss[loss=0.1745, simple_loss=0.2587, pruned_loss=0.0451, over 12386.00 frames. utt_duration=141.2 frames, utt_pad_proportion=0.1696, over 354.00 utterances.], tot_loss[loss=0.194, simple_loss=0.2841, pruned_loss=0.05193, over 2477885.93 frames. utt_duration=388.6 frames, utt_pad_proportion=0.0771, over 25582.61 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2872, pruned_loss=0.06144, over 2467125.57 frames. utt_duration=1225 frames, utt_pad_proportion=0.07307, over 8067.55 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2842, pruned_loss=0.05085, over 2479274.17 frames. utt_duration=363 frames, utt_pad_proportion=0.07623, over 27410.75 utterances.], batch size: 354, lr: 2.21e-04
2022-09-01 10:04:18,033 INFO [train.py:927] (3/8) Epoch 18, batch 18500, giga_loss[loss=0.1763, simple_loss=0.271, pruned_loss=0.04079, over 12320.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03286, over 51.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2856, pruned_loss=0.0519, over 2477724.48 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07124, over 24841.77 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.0614, over 2467201.83 frames. utt_duration=1230 frames, utt_pad_proportion=0.0712, over 8031.49 utterances.], giga_tot_loss[loss=0.1937, simple_loss=0.2858, pruned_loss=0.05078, over 2479106.53 frames. utt_duration=370 frames, utt_pad_proportion=0.07142, over 26882.63 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 10:06:32,690 INFO [train.py:927] (3/8) Epoch 18, batch 18550, giga_loss[loss=0.1891, simple_loss=0.2683, pruned_loss=0.05501, over 12374.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2839, pruned_loss=0.05127, over 2477788.79 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06895, over 24554.47 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.287, pruned_loss=0.06131, over 2467048.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.0699, over 8007.01 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2841, pruned_loss=0.05022, over 2479284.71 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0696, over 26592.00 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:08:27,006 INFO [train.py:927] (3/8) Epoch 18, batch 18600, libri_loss[loss=0.2041, simple_loss=0.2804, pruned_loss=0.06385, over 12112.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.006942, over 32.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2808, pruned_loss=0.05074, over 2477184.13 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06704, over 24574.57 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06138, over 2466368.54 frames. utt_duration=1236 frames, utt_pad_proportion=0.06882, over 7993.59 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2807, pruned_loss=0.0495, over 2479401.92 frames. utt_duration=371.7 frames, utt_pad_proportion=0.068, over 26762.76 utterances.], batch size: 32, lr: 2.21e-04
2022-09-01 10:10:20,857 INFO [train.py:927] (3/8) Epoch 18, batch 18650, giga_loss[loss=0.2121, simple_loss=0.303, pruned_loss=0.06057, over 12364.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02919, over 91.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2809, pruned_loss=0.05104, over 2477094.15 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06864, over 24902.14 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2872, pruned_loss=0.06148, over 2466437.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06799, over 8003.46 utterances.], giga_tot_loss[loss=0.19, simple_loss=0.2805, pruned_loss=0.04969, over 2479113.21 frames. utt_duration=367.2 frames, utt_pad_proportion=0.0695, over 27092.90 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:12:21,805 INFO [train.py:927] (3/8) Epoch 18, batch 18700, giga_loss[loss=0.1907, simple_loss=0.2794, pruned_loss=0.05105, over 12396.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02689, over 91.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2798, pruned_loss=0.0504, over 2477761.62 frames. utt_duration=394.2 frames, utt_pad_proportion=0.07108, over 25216.87 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2871, pruned_loss=0.06146, over 2466721.13 frames. utt_duration=1242 frames, utt_pad_proportion=0.06626, over 7956.31 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2794, pruned_loss=0.04898, over 2479473.62 frames. utt_duration=361.1 frames, utt_pad_proportion=0.07205, over 27558.69 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:14:33,667 INFO [train.py:927] (3/8) Epoch 18, batch 18750, giga_loss[loss=0.1689, simple_loss=0.2593, pruned_loss=0.03923, over 12335.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.0446, over 34.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2784, pruned_loss=0.04989, over 2477576.34 frames. utt_duration=400 frames, utt_pad_proportion=0.06859, over 24851.36 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06146, over 2466772.39 frames. utt_duration=1244 frames, utt_pad_proportion=0.06535, over 7940.44 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2781, pruned_loss=0.04852, over 2479136.94 frames. utt_duration=367 frames, utt_pad_proportion=0.06981, over 27105.63 utterances.], batch size: 34, lr: 2.21e-04
2022-09-01 10:16:40,857 INFO [train.py:927] (3/8) Epoch 18, batch 18800, giga_loss[loss=0.1704, simple_loss=0.2626, pruned_loss=0.03911, over 12426.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02483, over 62.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.278, pruned_loss=0.04957, over 2477793.18 frames. utt_duration=411.7 frames, utt_pad_proportion=0.06753, over 24141.84 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.06126, over 2466583.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.0642, over 7920.03 utterances.], giga_tot_loss[loss=0.1873, simple_loss=0.2778, pruned_loss=0.0484, over 2479458.93 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06897, over 26329.90 utterances.], batch size: 62, lr: 2.21e-04
2022-09-01 10:18:34,881 INFO [train.py:927] (3/8) Epoch 18, batch 18850, giga_loss[loss=0.1835, simple_loss=0.2697, pruned_loss=0.04868, over 12399.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.278, pruned_loss=0.04957, over 2478142.44 frames. utt_duration=398.3 frames, utt_pad_proportion=0.07157, over 24962.56 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.287, pruned_loss=0.0615, over 2466783.57 frames. utt_duration=1234 frames, utt_pad_proportion=0.06805, over 8005.38 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2774, pruned_loss=0.04829, over 2479437.39 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07152, over 26840.57 utterances.], batch size: 257, lr: 2.21e-04
2022-09-01 10:20:32,210 INFO [train.py:927] (3/8) Epoch 18, batch 18900, giga_loss[loss=0.212, simple_loss=0.3055, pruned_loss=0.05929, over 12430.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.02991, over 80.00 utterances.], tot_loss[loss=0.1902, simple_loss=0.2808, pruned_loss=0.04977, over 2478411.03 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06827, over 24964.73 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.287, pruned_loss=0.06128, over 2466762.32 frames. utt_duration=1237 frames, utt_pad_proportion=0.0665, over 7984.42 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2801, pruned_loss=0.04863, over 2479782.47 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06888, over 26953.58 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 10:22:30,648 INFO [train.py:927] (3/8) Epoch 18, batch 18950, giga_loss[loss=0.1928, simple_loss=0.2869, pruned_loss=0.04935, over 12380.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05011, over 161.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2822, pruned_loss=0.04999, over 2478346.05 frames. utt_duration=403 frames, utt_pad_proportion=0.0657, over 24673.87 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2871, pruned_loss=0.06125, over 2467086.27 frames. utt_duration=1236 frames, utt_pad_proportion=0.06599, over 7991.54 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2815, pruned_loss=0.04896, over 2479303.38 frames. utt_duration=376.1 frames, utt_pad_proportion=0.0665, over 26448.79 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 10:24:29,615 INFO [train.py:927] (3/8) Epoch 18, batch 19000, giga_loss[loss=0.1708, simple_loss=0.2691, pruned_loss=0.03625, over 12355.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2808, pruned_loss=0.04926, over 2478689.35 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06099, over 23344.13 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2869, pruned_loss=0.06113, over 2467496.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06475, over 7961.05 utterances.], giga_tot_loss[loss=0.1885, simple_loss=0.2803, pruned_loss=0.04831, over 2479339.99 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06229, over 25131.80 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 10:26:26,699 INFO [train.py:927] (3/8) Epoch 18, batch 19050, giga_loss[loss=0.1962, simple_loss=0.291, pruned_loss=0.0507, over 12411.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03084, over 122.00 utterances.], tot_loss[loss=0.1891, simple_loss=0.2796, pruned_loss=0.04935, over 2478182.64 frames. utt_duration=430 frames, utt_pad_proportion=0.06009, over 23117.81 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2863, pruned_loss=0.06089, over 2467041.08 frames. utt_duration=1250 frames, utt_pad_proportion=0.06326, over 7907.20 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2795, pruned_loss=0.04843, over 2479475.93 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06158, over 25091.00 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 10:28:29,264 INFO [train.py:927] (3/8) Epoch 18, batch 19100, giga_loss[loss=0.1707, simple_loss=0.2547, pruned_loss=0.04338, over 12381.00 frames. utt_duration=141.1 frames, utt_pad_proportion=0.1702, over 354.00 utterances.], tot_loss[loss=0.1901, simple_loss=0.2807, pruned_loss=0.04977, over 2477799.79 frames. utt_duration=432.4 frames, utt_pad_proportion=0.06039, over 22983.69 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06072, over 2467004.97 frames. utt_duration=1256 frames, utt_pad_proportion=0.06162, over 7865.23 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2808, pruned_loss=0.04882, over 2479218.48 frames. utt_duration=396.2 frames, utt_pad_proportion=0.062, over 25107.69 utterances.], batch size: 354, lr: 2.21e-04
2022-09-01 10:30:24,880 INFO [train.py:927] (3/8) Epoch 18, batch 19150, giga_loss[loss=0.2091, simple_loss=0.3042, pruned_loss=0.057, over 12424.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03579, over 105.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2824, pruned_loss=0.05064, over 2477968.28 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06148, over 23743.34 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06074, over 2466952.84 frames. utt_duration=1258 frames, utt_pad_proportion=0.06093, over 7853.36 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2824, pruned_loss=0.04973, over 2479282.75 frames. utt_duration=388 frames, utt_pad_proportion=0.06282, over 25641.06 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 10:32:29,211 INFO [train.py:927] (3/8) Epoch 18, batch 19200, giga_loss[loss=0.2292, simple_loss=0.3222, pruned_loss=0.06807, over 12448.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04543, over 161.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2841, pruned_loss=0.05079, over 2477800.06 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06269, over 23802.99 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06074, over 2466970.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.06048, over 7840.87 utterances.], giga_tot_loss[loss=0.192, simple_loss=0.2841, pruned_loss=0.04999, over 2478911.77 frames. utt_duration=391 frames, utt_pad_proportion=0.06381, over 25439.67 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 10:34:44,411 INFO [train.py:927] (3/8) Epoch 18, batch 19250, giga_loss[loss=0.1848, simple_loss=0.2624, pruned_loss=0.05364, over 12387.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1725, over 355.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2827, pruned_loss=0.0507, over 2478361.21 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06627, over 24592.94 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2859, pruned_loss=0.06075, over 2466995.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.0601, over 7839.30 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2826, pruned_loss=0.04993, over 2479367.09 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06703, over 26094.96 utterances.], batch size: 355, lr: 2.21e-04
2022-09-01 10:36:44,191 INFO [train.py:927] (3/8) Epoch 18, batch 19300, giga_loss[loss=0.201, simple_loss=0.2896, pruned_loss=0.05618, over 12403.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.02959, over 122.00 utterances.], tot_loss[loss=0.1919, simple_loss=0.2824, pruned_loss=0.05073, over 2478360.63 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06668, over 24319.80 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.286, pruned_loss=0.06084, over 2467172.49 frames. utt_duration=1251 frames, utt_pad_proportion=0.0631, over 7897.23 utterances.], giga_tot_loss[loss=0.1909, simple_loss=0.2822, pruned_loss=0.04978, over 2479316.91 frames. utt_duration=384 frames, utt_pad_proportion=0.06658, over 25908.45 utterances.], batch size: 122, lr: 2.21e-04
2022-09-01 10:38:50,240 INFO [train.py:927] (3/8) Epoch 18, batch 19350, giga_loss[loss=0.1815, simple_loss=0.2614, pruned_loss=0.05082, over 12362.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2815, pruned_loss=0.05067, over 2477619.02 frames. utt_duration=409.7 frames, utt_pad_proportion=0.06592, over 24260.79 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06098, over 2466877.15 frames. utt_duration=1253 frames, utt_pad_proportion=0.06213, over 7886.33 utterances.], giga_tot_loss[loss=0.1902, simple_loss=0.2812, pruned_loss=0.04963, over 2478822.81 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06615, over 25809.53 utterances.], batch size: 356, lr: 2.21e-04
2022-09-01 10:40:54,105 INFO [train.py:927] (3/8) Epoch 18, batch 19400, giga_loss[loss=0.2066, simple_loss=0.306, pruned_loss=0.05359, over 12412.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02566, over 91.00 utterances.], tot_loss[loss=0.191, simple_loss=0.2815, pruned_loss=0.05027, over 2476993.83 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06491, over 23857.67 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06117, over 2466837.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.06204, over 7891.80 utterances.], giga_tot_loss[loss=0.1895, simple_loss=0.2809, pruned_loss=0.04908, over 2478181.81 frames. utt_duration=391.7 frames, utt_pad_proportion=0.06518, over 25383.84 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:42:44,286 INFO [train.py:927] (3/8) Epoch 18, batch 19450, giga_loss[loss=0.1955, simple_loss=0.285, pruned_loss=0.05298, over 12352.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03128, over 97.00 utterances.], tot_loss[loss=0.1911, simple_loss=0.2826, pruned_loss=0.04985, over 2476901.99 frames. utt_duration=430.1 frames, utt_pad_proportion=0.06501, over 23097.41 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06099, over 2467023.97 frames. utt_duration=1254 frames, utt_pad_proportion=0.06087, over 7880.79 utterances.], giga_tot_loss[loss=0.1896, simple_loss=0.2822, pruned_loss=0.04856, over 2478119.14 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06564, over 25011.46 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 10:44:52,674 INFO [train.py:927] (3/8) Epoch 18, batch 19500, giga_loss[loss=0.1967, simple_loss=0.2855, pruned_loss=0.05397, over 12360.00 frames. utt_duration=439 frames, utt_pad_proportion=0.03726, over 113.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2831, pruned_loss=0.04984, over 2477307.61 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06596, over 23584.17 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2863, pruned_loss=0.06104, over 2467071.47 frames. utt_duration=1242 frames, utt_pad_proportion=0.06484, over 7956.37 utterances.], giga_tot_loss[loss=0.1898, simple_loss=0.2826, pruned_loss=0.0485, over 2478484.90 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06526, over 25418.94 utterances.], batch size: 113, lr: 2.21e-04
2022-09-01 10:47:01,287 INFO [train.py:927] (3/8) Epoch 18, batch 19550, giga_loss[loss=0.1926, simple_loss=0.2898, pruned_loss=0.04765, over 12438.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07619, over 213.00 utterances.], tot_loss[loss=0.1916, simple_loss=0.2831, pruned_loss=0.05007, over 2478314.16 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06797, over 23826.37 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06104, over 2467771.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.069, over 8045.71 utterances.], giga_tot_loss[loss=0.1899, simple_loss=0.2828, pruned_loss=0.0485, over 2479051.61 frames. utt_duration=384 frames, utt_pad_proportion=0.06607, over 25903.72 utterances.], batch size: 213, lr: 2.21e-04
2022-09-01 10:49:16,213 INFO [train.py:927] (3/8) Epoch 18, batch 19600, giga_loss[loss=0.1766, simple_loss=0.2712, pruned_loss=0.04095, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04173, over 34.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2842, pruned_loss=0.04995, over 2478251.62 frames. utt_duration=420.2 frames, utt_pad_proportion=0.0669, over 23659.68 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2861, pruned_loss=0.06105, over 2467577.23 frames. utt_duration=1231 frames, utt_pad_proportion=0.06799, over 8028.96 utterances.], giga_tot_loss[loss=0.1903, simple_loss=0.2838, pruned_loss=0.04844, over 2479214.47 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06571, over 25671.31 utterances.], batch size: 34, lr: 2.21e-04
2022-09-01 10:51:30,165 INFO [train.py:927] (3/8) Epoch 18, batch 19650, giga_loss[loss=0.2445, simple_loss=0.3182, pruned_loss=0.08543, over 12401.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09424, over 255.00 utterances.], tot_loss[loss=0.1932, simple_loss=0.2854, pruned_loss=0.05047, over 2477953.67 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06643, over 23103.76 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06092, over 2467584.90 frames. utt_duration=1238 frames, utt_pad_proportion=0.06622, over 7984.70 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.2854, pruned_loss=0.04902, over 2479064.64 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06602, over 25268.47 utterances.], batch size: 255, lr: 2.21e-04
2022-09-01 10:53:52,617 INFO [train.py:927] (3/8) Epoch 18, batch 19700, giga_loss[loss=0.1953, simple_loss=0.2928, pruned_loss=0.04891, over 12415.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2845, pruned_loss=0.05011, over 2478316.03 frames. utt_duration=436.4 frames, utt_pad_proportion=0.06413, over 22776.72 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.286, pruned_loss=0.06094, over 2467674.60 frames. utt_duration=1239 frames, utt_pad_proportion=0.06572, over 7977.85 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2843, pruned_loss=0.04886, over 2479208.98 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06411, over 24624.02 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 10:56:01,936 INFO [train.py:927] (3/8) Epoch 18, batch 19750, giga_loss[loss=0.1795, simple_loss=0.2765, pruned_loss=0.04132, over 12362.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02932, over 91.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2836, pruned_loss=0.04961, over 2477992.33 frames. utt_duration=410.8 frames, utt_pad_proportion=0.07132, over 24198.54 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2859, pruned_loss=0.06098, over 2467681.69 frames. utt_duration=1243 frames, utt_pad_proportion=0.06475, over 7950.61 utterances.], giga_tot_loss[loss=0.1901, simple_loss=0.2835, pruned_loss=0.04832, over 2478946.37 frames. utt_duration=381.8 frames, utt_pad_proportion=0.07111, over 26052.63 utterances.], batch size: 91, lr: 2.21e-04
2022-09-01 10:57:58,705 INFO [train.py:927] (3/8) Epoch 18, batch 19800, giga_loss[loss=0.1834, simple_loss=0.2843, pruned_loss=0.04123, over 12423.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05559, over 162.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2854, pruned_loss=0.05026, over 2477634.09 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07005, over 24375.32 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2858, pruned_loss=0.06085, over 2467632.70 frames. utt_duration=1245 frames, utt_pad_proportion=0.06397, over 7938.42 utterances.], giga_tot_loss[loss=0.1919, simple_loss=0.2854, pruned_loss=0.04921, over 2478582.12 frames. utt_duration=381.5 frames, utt_pad_proportion=0.0702, over 26068.76 utterances.], batch size: 162, lr: 2.21e-04
2022-09-01 10:59:48,844 INFO [train.py:927] (3/8) Epoch 18, batch 19850, giga_loss[loss=0.1913, simple_loss=0.2909, pruned_loss=0.04588, over 12424.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06229, over 183.00 utterances.], tot_loss[loss=0.1926, simple_loss=0.2845, pruned_loss=0.05032, over 2477811.64 frames. utt_duration=393.6 frames, utt_pad_proportion=0.07223, over 25257.98 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06118, over 2467681.88 frames. utt_duration=1222 frames, utt_pad_proportion=0.07164, over 8087.18 utterances.], giga_tot_loss[loss=0.191, simple_loss=0.2839, pruned_loss=0.04908, over 2478657.06 frames. utt_duration=372.7 frames, utt_pad_proportion=0.07038, over 26685.28 utterances.], batch size: 183, lr: 2.21e-04
2022-09-01 11:01:42,899 INFO [train.py:927] (3/8) Epoch 18, batch 19900, giga_loss[loss=0.2137, simple_loss=0.3086, pruned_loss=0.05939, over 12279.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.0374, over 51.00 utterances.], tot_loss[loss=0.1942, simple_loss=0.2856, pruned_loss=0.05136, over 2477417.21 frames. utt_duration=396 frames, utt_pad_proportion=0.07271, over 25104.05 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.286, pruned_loss=0.06089, over 2467666.57 frames. utt_duration=1228 frames, utt_pad_proportion=0.06976, over 8045.89 utterances.], giga_tot_loss[loss=0.193, simple_loss=0.2855, pruned_loss=0.05029, over 2478430.38 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07172, over 26840.59 utterances.], batch size: 51, lr: 2.21e-04
2022-09-01 11:03:26,284 INFO [train.py:927] (3/8) Epoch 18, batch 19950, giga_loss[loss=0.2233, simple_loss=0.322, pruned_loss=0.06231, over 12402.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2914, pruned_loss=0.05416, over 2476327.80 frames. utt_duration=409.5 frames, utt_pad_proportion=0.07346, over 24262.63 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.286, pruned_loss=0.06081, over 2467721.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06877, over 8036.10 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2914, pruned_loss=0.05322, over 2477236.49 frames. utt_duration=383.4 frames, utt_pad_proportion=0.07286, over 25929.96 utterances.], batch size: 133, lr: 2.21e-04
2022-09-01 11:05:05,396 INFO [train.py:927] (3/8) Epoch 18, batch 20000, giga_loss[loss=0.1881, simple_loss=0.2775, pruned_loss=0.04933, over 12400.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2889, pruned_loss=0.05384, over 2476029.27 frames. utt_duration=428.4 frames, utt_pad_proportion=0.07244, over 23187.11 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2855, pruned_loss=0.06061, over 2467562.21 frames. utt_duration=1236 frames, utt_pad_proportion=0.06759, over 7993.59 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.2894, pruned_loss=0.05313, over 2477065.14 frames. utt_duration=399.2 frames, utt_pad_proportion=0.0724, over 24900.22 utterances.], batch size: 161, lr: 2.21e-04
2022-09-01 11:06:47,576 INFO [train.py:927] (3/8) Epoch 18, batch 20050, giga_loss[loss=0.1744, simple_loss=0.2605, pruned_loss=0.04419, over 12356.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03316, over 104.00 utterances.], tot_loss[loss=0.193, simple_loss=0.2824, pruned_loss=0.05185, over 2475549.04 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07636, over 23036.20 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2852, pruned_loss=0.06049, over 2467214.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06658, over 7968.96 utterances.], giga_tot_loss[loss=0.1928, simple_loss=0.283, pruned_loss=0.05125, over 2476826.75 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07642, over 24684.00 utterances.], batch size: 104, lr: 2.21e-04
2022-09-01 11:08:31,535 INFO [train.py:927] (3/8) Epoch 18, batch 20100, giga_loss[loss=0.1478, simple_loss=0.2382, pruned_loss=0.02868, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04443, over 146.00 utterances.], tot_loss[loss=0.1865, simple_loss=0.2747, pruned_loss=0.04913, over 2474695.74 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07265, over 21890.28 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06041, over 2467441.39 frames. utt_duration=1241 frames, utt_pad_proportion=0.06558, over 7962.69 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2751, pruned_loss=0.0485, over 2475692.39 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07327, over 23528.83 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 11:10:14,207 INFO [train.py:927] (3/8) Epoch 18, batch 20150, giga_loss[loss=0.1596, simple_loss=0.2462, pruned_loss=0.03648, over 12326.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03161, over 70.00 utterances.], tot_loss[loss=0.1824, simple_loss=0.2697, pruned_loss=0.04754, over 2474562.84 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07726, over 22131.21 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2854, pruned_loss=0.06052, over 2467444.11 frames. utt_duration=1231 frames, utt_pad_proportion=0.0686, over 8025.91 utterances.], giga_tot_loss[loss=0.1816, simple_loss=0.2697, pruned_loss=0.04679, over 2475453.18 frames. utt_duration=421.9 frames, utt_pad_proportion=0.0766, over 23549.05 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 11:11:57,959 INFO [train.py:927] (3/8) Epoch 18, batch 20200, giga_loss[loss=0.1779, simple_loss=0.2411, pruned_loss=0.05735, over 12342.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1796, over 362.00 utterances.], tot_loss[loss=0.1798, simple_loss=0.2661, pruned_loss=0.04676, over 2474348.74 frames. utt_duration=470 frames, utt_pad_proportion=0.07354, over 21123.30 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2859, pruned_loss=0.06085, over 2467890.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06752, over 8033.34 utterances.], giga_tot_loss[loss=0.1781, simple_loss=0.2652, pruned_loss=0.04552, over 2474794.67 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07358, over 22560.72 utterances.], batch size: 362, lr: 2.21e-04
2022-09-01 11:13:41,052 INFO [train.py:927] (3/8) Epoch 18, batch 20250, giga_loss[loss=0.1445, simple_loss=0.2351, pruned_loss=0.02691, over 12370.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02689, over 66.00 utterances.], tot_loss[loss=0.1763, simple_loss=0.2621, pruned_loss=0.0453, over 2474452.66 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07119, over 20602.20 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2858, pruned_loss=0.06076, over 2467805.90 frames. utt_duration=1224 frames, utt_pad_proportion=0.06771, over 8073.24 utterances.], giga_tot_loss[loss=0.1743, simple_loss=0.2607, pruned_loss=0.04392, over 2475105.97 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07138, over 22137.63 utterances.], batch size: 66, lr: 2.21e-04
2022-09-01 11:15:24,410 INFO [train.py:927] (3/8) Epoch 18, batch 20300, giga_loss[loss=0.1485, simple_loss=0.2365, pruned_loss=0.03028, over 12430.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03638, over 105.00 utterances.], tot_loss[loss=0.1724, simple_loss=0.2574, pruned_loss=0.04368, over 2474563.64 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07213, over 20388.37 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06111, over 2468072.13 frames. utt_duration=1222 frames, utt_pad_proportion=0.06709, over 8087.08 utterances.], giga_tot_loss[loss=0.1699, simple_loss=0.2557, pruned_loss=0.04208, over 2474937.85 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07246, over 21751.46 utterances.], batch size: 105, lr: 2.21e-04
2022-09-01 11:17:06,535 INFO [train.py:927] (3/8) Epoch 18, batch 20350, giga_loss[loss=0.1555, simple_loss=0.2295, pruned_loss=0.04079, over 12414.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04105, over 37.00 utterances.], tot_loss[loss=0.1687, simple_loss=0.2532, pruned_loss=0.04213, over 2473888.43 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06865, over 19371.76 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2856, pruned_loss=0.06084, over 2467598.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06541, over 8030.85 utterances.], giga_tot_loss[loss=0.1662, simple_loss=0.2514, pruned_loss=0.04053, over 2474820.72 frames. utt_duration=475.2 frames, utt_pad_proportion=0.0698, over 20894.29 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 11:18:48,830 INFO [train.py:927] (3/8) Epoch 18, batch 20400, giga_loss[loss=0.224, simple_loss=0.3182, pruned_loss=0.06494, over 12372.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03103, over 97.00 utterances.], tot_loss[loss=0.1741, simple_loss=0.259, pruned_loss=0.04463, over 2472723.31 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06741, over 19071.18 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.286, pruned_loss=0.06097, over 2467593.33 frames. utt_duration=1225 frames, utt_pad_proportion=0.06514, over 8064.38 utterances.], giga_tot_loss[loss=0.1705, simple_loss=0.256, pruned_loss=0.04249, over 2473725.73 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06857, over 20732.98 utterances.], batch size: 97, lr: 2.21e-04
2022-09-01 11:20:32,018 INFO [train.py:927] (3/8) Epoch 18, batch 20450, giga_loss[loss=0.2365, simple_loss=0.3264, pruned_loss=0.0733, over 12394.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04442, over 146.00 utterances.], tot_loss[loss=0.184, simple_loss=0.269, pruned_loss=0.04945, over 2473096.57 frames. utt_duration=522.9 frames, utt_pad_proportion=0.07082, over 18970.44 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.06144, over 2467666.82 frames. utt_duration=1201 frames, utt_pad_proportion=0.07311, over 8228.92 utterances.], giga_tot_loss[loss=0.1798, simple_loss=0.2655, pruned_loss=0.04706, over 2473926.71 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06853, over 20343.87 utterances.], batch size: 146, lr: 2.21e-04
2022-09-01 11:22:16,006 INFO [train.py:927] (3/8) Epoch 18, batch 20500, giga_loss[loss=0.1867, simple_loss=0.2799, pruned_loss=0.0467, over 12344.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04731, over 26.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2751, pruned_loss=0.05099, over 2472711.62 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06973, over 18833.66 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06138, over 2467689.43 frames. utt_duration=1206 frames, utt_pad_proportion=0.07205, over 8197.56 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2721, pruned_loss=0.04895, over 2473442.53 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06832, over 20134.19 utterances.], batch size: 26, lr: 2.21e-04
2022-09-01 11:23:59,854 INFO [train.py:927] (3/8) Epoch 18, batch 20550, giga_loss[loss=0.1788, simple_loss=0.2648, pruned_loss=0.04642, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03339, over 28.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2788, pruned_loss=0.05192, over 2472390.65 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06755, over 18869.67 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06139, over 2467360.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07068, over 8166.96 utterances.], giga_tot_loss[loss=0.1882, simple_loss=0.2762, pruned_loss=0.05006, over 2473378.04 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06701, over 20173.76 utterances.], batch size: 28, lr: 2.21e-04
2022-09-01 11:25:46,568 INFO [train.py:927] (3/8) Epoch 18, batch 20600, giga_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06464, over 12465.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0343, over 86.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2826, pruned_loss=0.05388, over 2472665.40 frames. utt_duration=517 frames, utt_pad_proportion=0.0707, over 19185.71 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2866, pruned_loss=0.06121, over 2467390.11 frames. utt_duration=1216 frames, utt_pad_proportion=0.06973, over 8128.94 utterances.], giga_tot_loss[loss=0.1927, simple_loss=0.2805, pruned_loss=0.05241, over 2473499.83 frames. utt_duration=485.4 frames, utt_pad_proportion=0.0704, over 20445.29 utterances.], batch size: 86, lr: 2.21e-04
2022-09-01 11:27:28,291 INFO [train.py:927] (3/8) Epoch 18, batch 20650, giga_loss[loss=0.1999, simple_loss=0.2979, pruned_loss=0.05097, over 12355.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2859, pruned_loss=0.0552, over 2472389.39 frames. utt_duration=533.3 frames, utt_pad_proportion=0.07108, over 18596.64 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06105, over 2466935.94 frames. utt_duration=1220 frames, utt_pad_proportion=0.06878, over 8099.80 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2845, pruned_loss=0.05404, over 2473582.83 frames. utt_duration=499.3 frames, utt_pad_proportion=0.0712, over 19876.94 utterances.], batch size: 70, lr: 2.21e-04
2022-09-01 11:29:10,934 INFO [train.py:927] (3/8) Epoch 18, batch 20700, giga_loss[loss=0.1775, simple_loss=0.2795, pruned_loss=0.03777, over 12445.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03148, over 75.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2891, pruned_loss=0.056, over 2472252.11 frames. utt_duration=522.1 frames, utt_pad_proportion=0.07556, over 18993.12 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2862, pruned_loss=0.06102, over 2467016.40 frames. utt_duration=1221 frames, utt_pad_proportion=0.06825, over 8090.81 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.288, pruned_loss=0.05507, over 2473168.31 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07565, over 20105.87 utterances.], batch size: 75, lr: 2.21e-04
2022-09-01 11:30:55,898 INFO [train.py:927] (3/8) Epoch 18, batch 20750, giga_loss[loss=0.1676, simple_loss=0.2688, pruned_loss=0.0332, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03316, over 42.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2901, pruned_loss=0.0555, over 2472537.92 frames. utt_duration=547.8 frames, utt_pad_proportion=0.07157, over 18103.04 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2863, pruned_loss=0.06109, over 2467224.38 frames. utt_duration=1215 frames, utt_pad_proportion=0.07066, over 8131.64 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2892, pruned_loss=0.05453, over 2473209.34 frames. utt_duration=515.8 frames, utt_pad_proportion=0.07084, over 19233.41 utterances.], batch size: 42, lr: 2.21e-04
2022-09-01 11:32:38,507 INFO [train.py:927] (3/8) Epoch 18, batch 20800, giga_loss[loss=0.2019, simple_loss=0.2955, pruned_loss=0.05411, over 12412.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04094, over 37.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2902, pruned_loss=0.05529, over 2472691.67 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06889, over 17612.92 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2862, pruned_loss=0.06108, over 2466989.13 frames. utt_duration=1220 frames, utt_pad_proportion=0.06966, over 8099.23 utterances.], giga_tot_loss[loss=0.1993, simple_loss=0.2897, pruned_loss=0.05443, over 2473542.93 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06883, over 18716.85 utterances.], batch size: 37, lr: 2.21e-04
2022-09-01 11:34:22,108 INFO [train.py:927] (3/8) Epoch 18, batch 20850, giga_loss[loss=0.2326, simple_loss=0.308, pruned_loss=0.07859, over 12444.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03162, over 80.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2921, pruned_loss=0.05741, over 2472947.78 frames. utt_duration=560.1 frames, utt_pad_proportion=0.07421, over 17707.31 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06122, over 2467214.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07223, over 8157.38 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2915, pruned_loss=0.05645, over 2473567.93 frames. utt_duration=528 frames, utt_pad_proportion=0.07286, over 18792.57 utterances.], batch size: 80, lr: 2.21e-04
2022-09-01 11:36:06,948 INFO [train.py:927] (3/8) Epoch 18, batch 20900, giga_loss[loss=0.202, simple_loss=0.2888, pruned_loss=0.0576, over 12262.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02558, over 54.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2925, pruned_loss=0.05895, over 2473267.03 frames. utt_duration=566.9 frames, utt_pad_proportion=0.07089, over 17497.20 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2868, pruned_loss=0.0614, over 2467136.21 frames. utt_duration=1210 frames, utt_pad_proportion=0.07137, over 8168.57 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05794, over 2473999.26 frames. utt_duration=533.2 frames, utt_pad_proportion=0.07031, over 18613.18 utterances.], batch size: 54, lr: 2.21e-04
2022-09-01 11:37:51,328 INFO [train.py:927] (3/8) Epoch 18, batch 20950, giga_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05948, over 12334.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02414, over 45.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2919, pruned_loss=0.05897, over 2473312.01 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06572, over 17023.80 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06141, over 2467238.49 frames. utt_duration=1208 frames, utt_pad_proportion=0.07075, over 8178.33 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2915, pruned_loss=0.05809, over 2473935.78 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06574, over 18111.35 utterances.], batch size: 45, lr: 2.21e-04
2022-09-01 11:39:38,515 INFO [train.py:927] (3/8) Epoch 18, batch 21000, giga_loss[loss=0.1897, simple_loss=0.2819, pruned_loss=0.04877, over 12310.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03005, over 66.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2905, pruned_loss=0.0579, over 2474116.17 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06446, over 18154.80 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2869, pruned_loss=0.06141, over 2467238.49 frames. utt_duration=1208 frames, utt_pad_proportion=0.07075, over 8178.33 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2901, pruned_loss=0.05722, over 2474601.66 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06453, over 19001.26 utterances.], batch size: 66, lr: 2.20e-04
2022-09-01 11:39:38,517 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 11:39:53,451 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.1729, simple_loss=0.2834, pruned_loss=0.0312, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 11:41:37,126 INFO [train.py:927] (3/8) Epoch 18, batch 21050, giga_loss[loss=0.1812, simple_loss=0.266, pruned_loss=0.04822, over 12450.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04298, over 114.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2869, pruned_loss=0.05693, over 2474534.58 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06333, over 18063.18 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2865, pruned_loss=0.06123, over 2467318.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.06947, over 8142.23 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.287, pruned_loss=0.05645, over 2475029.59 frames. utt_duration=522.5 frames, utt_pad_proportion=0.0639, over 19001.56 utterances.], batch size: 114, lr: 2.20e-04
2022-09-01 11:43:19,467 INFO [train.py:927] (3/8) Epoch 18, batch 21100, giga_loss[loss=0.1935, simple_loss=0.259, pruned_loss=0.06399, over 12357.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.284, pruned_loss=0.05638, over 2474510.87 frames. utt_duration=505.9 frames, utt_pad_proportion=0.07498, over 19623.67 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2865, pruned_loss=0.06118, over 2467450.32 frames. utt_duration=1211 frames, utt_pad_proportion=0.06946, over 8160.12 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2841, pruned_loss=0.0559, over 2475006.09 frames. utt_duration=479.7 frames, utt_pad_proportion=0.0749, over 20703.36 utterances.], batch size: 369, lr: 2.20e-04
2022-09-01 11:45:01,520 INFO [train.py:927] (3/8) Epoch 18, batch 21150, giga_loss[loss=0.1599, simple_loss=0.2471, pruned_loss=0.03631, over 12451.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.0401, over 26.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2839, pruned_loss=0.05619, over 2474847.10 frames. utt_duration=519.7 frames, utt_pad_proportion=0.07742, over 19103.11 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.287, pruned_loss=0.06145, over 2467884.18 frames. utt_duration=1189 frames, utt_pad_proportion=0.07562, over 8312.93 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2834, pruned_loss=0.05535, over 2475088.37 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07504, over 20258.24 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 11:46:40,626 INFO [train.py:927] (3/8) Epoch 18, batch 21200, giga_loss[loss=0.2277, simple_loss=0.3037, pruned_loss=0.07584, over 12266.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.0277, over 54.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2833, pruned_loss=0.05651, over 2474515.73 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0749, over 19289.49 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2872, pruned_loss=0.06168, over 2468361.43 frames. utt_duration=1191 frames, utt_pad_proportion=0.07415, over 8301.05 utterances.], giga_tot_loss[loss=0.1967, simple_loss=0.2825, pruned_loss=0.05546, over 2474482.51 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07367, over 20574.26 utterances.], batch size: 54, lr: 2.20e-04
2022-09-01 11:48:23,522 INFO [train.py:927] (3/8) Epoch 18, batch 21250, giga_loss[loss=0.2042, simple_loss=0.2872, pruned_loss=0.06062, over 12439.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03556, over 98.00 utterances.], tot_loss[loss=0.1952, simple_loss=0.2797, pruned_loss=0.05537, over 2473734.31 frames. utt_duration=518.8 frames, utt_pad_proportion=0.0745, over 19126.75 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.287, pruned_loss=0.06164, over 2467938.70 frames. utt_duration=1196 frames, utt_pad_proportion=0.07309, over 8264.33 utterances.], giga_tot_loss[loss=0.1941, simple_loss=0.2793, pruned_loss=0.05446, over 2474202.45 frames. utt_duration=486.9 frames, utt_pad_proportion=0.07398, over 20389.53 utterances.], batch size: 98, lr: 2.20e-04
2022-09-01 11:50:01,518 INFO [train.py:927] (3/8) Epoch 18, batch 21300, giga_loss[loss=0.1836, simple_loss=0.269, pruned_loss=0.0491, over 12421.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2765, pruned_loss=0.05443, over 2473254.72 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06801, over 17764.15 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06192, over 2468023.74 frames. utt_duration=1204 frames, utt_pad_proportion=0.07167, over 8210.08 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2758, pruned_loss=0.05326, over 2473696.64 frames. utt_duration=519.8 frames, utt_pad_proportion=0.0685, over 19090.74 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 11:51:42,223 INFO [train.py:927] (3/8) Epoch 18, batch 21350, giga_loss[loss=0.1927, simple_loss=0.2686, pruned_loss=0.05836, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03753, over 37.00 utterances.], tot_loss[loss=0.1915, simple_loss=0.2747, pruned_loss=0.05411, over 2472394.42 frames. utt_duration=569.6 frames, utt_pad_proportion=0.0714, over 17407.36 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2867, pruned_loss=0.06192, over 2467736.96 frames. utt_duration=1196 frames, utt_pad_proportion=0.07484, over 8260.44 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2739, pruned_loss=0.0528, over 2473239.44 frames. utt_duration=526 frames, utt_pad_proportion=0.07001, over 18861.24 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 11:53:21,793 INFO [train.py:927] (3/8) Epoch 18, batch 21400, giga_loss[loss=0.1677, simple_loss=0.2525, pruned_loss=0.04151, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0279, over 48.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2726, pruned_loss=0.05342, over 2472179.34 frames. utt_duration=591.1 frames, utt_pad_proportion=0.0697, over 16771.60 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.287, pruned_loss=0.06213, over 2467563.14 frames. utt_duration=1188 frames, utt_pad_proportion=0.0779, over 8318.04 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2713, pruned_loss=0.05195, over 2473137.13 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06717, over 18115.79 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 11:55:06,473 INFO [train.py:927] (3/8) Epoch 18, batch 21450, giga_loss[loss=0.1892, simple_loss=0.2684, pruned_loss=0.05502, over 12420.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04408, over 31.00 utterances.], tot_loss[loss=0.1893, simple_loss=0.2722, pruned_loss=0.05321, over 2472207.33 frames. utt_duration=590.1 frames, utt_pad_proportion=0.0696, over 16801.52 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2868, pruned_loss=0.06192, over 2467453.05 frames. utt_duration=1191 frames, utt_pad_proportion=0.07734, over 8294.84 utterances.], giga_tot_loss[loss=0.1876, simple_loss=0.2711, pruned_loss=0.05207, over 2473162.91 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06778, over 18056.68 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 11:56:50,505 INFO [train.py:927] (3/8) Epoch 18, batch 21500, giga_loss[loss=0.2215, simple_loss=0.3076, pruned_loss=0.0677, over 12435.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04192, over 146.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2761, pruned_loss=0.05525, over 2472457.38 frames. utt_duration=594.1 frames, utt_pad_proportion=0.0652, over 16689.56 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2871, pruned_loss=0.06214, over 2467495.52 frames. utt_duration=1198 frames, utt_pad_proportion=0.07502, over 8248.63 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2745, pruned_loss=0.05386, over 2473383.68 frames. utt_duration=549.6 frames, utt_pad_proportion=0.06485, over 18050.20 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 11:58:29,455 INFO [train.py:927] (3/8) Epoch 18, batch 21550, giga_loss[loss=0.2598, simple_loss=0.3315, pruned_loss=0.09405, over 12388.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.1988, simple_loss=0.2816, pruned_loss=0.05803, over 2473067.75 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06649, over 17511.77 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.06242, over 2467142.41 frames. utt_duration=1190 frames, utt_pad_proportion=0.07738, over 8302.79 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2798, pruned_loss=0.05647, over 2474337.30 frames. utt_duration=527 frames, utt_pad_proportion=0.06493, over 18833.75 utterances.], batch size: 257, lr: 2.20e-04
2022-09-01 12:00:14,039 INFO [train.py:927] (3/8) Epoch 18, batch 21600, giga_loss[loss=0.2324, simple_loss=0.3171, pruned_loss=0.07391, over 12370.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06012, over 182.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2862, pruned_loss=0.05949, over 2473496.63 frames. utt_duration=542.3 frames, utt_pad_proportion=0.07062, over 18293.31 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2869, pruned_loss=0.06232, over 2467244.07 frames. utt_duration=1195 frames, utt_pad_proportion=0.07607, over 8267.54 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.285, pruned_loss=0.05825, over 2474568.38 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06958, over 19597.84 utterances.], batch size: 182, lr: 2.20e-04
2022-09-01 12:01:52,792 INFO [train.py:927] (3/8) Epoch 18, batch 21650, libri_loss[loss=0.227, simple_loss=0.3173, pruned_loss=0.06839, over 12468.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008183, over 39.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2922, pruned_loss=0.06211, over 2473691.71 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07647, over 18797.53 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2876, pruned_loss=0.06253, over 2467718.05 frames. utt_duration=1186 frames, utt_pad_proportion=0.07767, over 8329.95 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2907, pruned_loss=0.06086, over 2474327.39 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07463, over 20155.77 utterances.], batch size: 39, lr: 2.20e-04
2022-09-01 12:03:32,696 INFO [train.py:927] (3/8) Epoch 18, batch 21700, giga_loss[loss=0.1863, simple_loss=0.2788, pruned_loss=0.04687, over 12326.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.0322, over 85.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2907, pruned_loss=0.06032, over 2472845.36 frames. utt_duration=512.5 frames, utt_pad_proportion=0.0791, over 19357.24 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2874, pruned_loss=0.06243, over 2467762.29 frames. utt_duration=1184 frames, utt_pad_proportion=0.07938, over 8344.00 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2898, pruned_loss=0.05938, over 2473517.68 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07697, over 20813.22 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 12:05:18,158 INFO [train.py:927] (3/8) Epoch 18, batch 21750, giga_loss[loss=0.2031, simple_loss=0.2884, pruned_loss=0.05894, over 12276.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02593, over 42.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.2897, pruned_loss=0.05839, over 2473282.25 frames. utt_duration=536.9 frames, utt_pad_proportion=0.07425, over 18478.74 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2873, pruned_loss=0.06237, over 2467825.79 frames. utt_duration=1188 frames, utt_pad_proportion=0.07829, over 8321.30 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2892, pruned_loss=0.05764, over 2473865.86 frames. utt_duration=500.3 frames, utt_pad_proportion=0.07318, over 19838.87 utterances.], batch size: 42, lr: 2.20e-04
2022-09-01 12:07:03,104 INFO [train.py:927] (3/8) Epoch 18, batch 21800, giga_loss[loss=0.2104, simple_loss=0.295, pruned_loss=0.06295, over 12370.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03116, over 58.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2911, pruned_loss=0.05922, over 2473323.72 frames. utt_duration=539.7 frames, utt_pad_proportion=0.07543, over 18382.41 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2873, pruned_loss=0.06238, over 2467906.54 frames. utt_duration=1181 frames, utt_pad_proportion=0.0807, over 8367.39 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2907, pruned_loss=0.05853, over 2473859.16 frames. utt_duration=505.2 frames, utt_pad_proportion=0.07363, over 19644.28 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 12:08:44,656 INFO [train.py:927] (3/8) Epoch 18, batch 21850, giga_loss[loss=0.2084, simple_loss=0.2962, pruned_loss=0.06032, over 12356.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03677, over 122.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2925, pruned_loss=0.05997, over 2473282.30 frames. utt_duration=551 frames, utt_pad_proportion=0.07158, over 18005.05 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2875, pruned_loss=0.06255, over 2467919.51 frames. utt_duration=1180 frames, utt_pad_proportion=0.08036, over 8376.67 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2921, pruned_loss=0.05927, over 2473736.27 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07044, over 19076.86 utterances.], batch size: 122, lr: 2.20e-04
2022-09-01 12:10:26,485 INFO [train.py:927] (3/8) Epoch 18, batch 21900, giga_loss[loss=0.1912, simple_loss=0.2825, pruned_loss=0.04993, over 12296.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02523, over 54.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2939, pruned_loss=0.06128, over 2473290.51 frames. utt_duration=557.1 frames, utt_pad_proportion=0.06687, over 17804.72 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2874, pruned_loss=0.06255, over 2467740.77 frames. utt_duration=1184 frames, utt_pad_proportion=0.0792, over 8346.72 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2938, pruned_loss=0.06068, over 2473918.01 frames. utt_duration=525 frames, utt_pad_proportion=0.06656, over 18901.83 utterances.], batch size: 54, lr: 2.20e-04
2022-09-01 12:12:09,697 INFO [train.py:927] (3/8) Epoch 18, batch 21950, giga_loss[loss=0.2235, simple_loss=0.31, pruned_loss=0.06853, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2947, pruned_loss=0.06153, over 2472339.74 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06608, over 17108.79 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2873, pruned_loss=0.06248, over 2467684.16 frames. utt_duration=1189 frames, utt_pad_proportion=0.07765, over 8314.21 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.295, pruned_loss=0.06106, over 2473094.06 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06638, over 18376.28 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 12:13:50,666 INFO [train.py:927] (3/8) Epoch 18, batch 22000, giga_loss[loss=0.2038, simple_loss=0.2835, pruned_loss=0.06206, over 12336.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.0484, over 26.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2958, pruned_loss=0.06218, over 2472219.50 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06775, over 17389.01 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2871, pruned_loss=0.06239, over 2467942.76 frames. utt_duration=1191 frames, utt_pad_proportion=0.07711, over 8300.08 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2963, pruned_loss=0.06191, over 2472610.27 frames. utt_duration=536.5 frames, utt_pad_proportion=0.0681, over 18486.10 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 12:15:32,739 INFO [train.py:927] (3/8) Epoch 18, batch 22050, libri_loss[loss=0.1694, simple_loss=0.2646, pruned_loss=0.03705, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005408, over 35.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2952, pruned_loss=0.06236, over 2472847.43 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06768, over 17525.04 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2868, pruned_loss=0.06215, over 2468070.27 frames. utt_duration=1186 frames, utt_pad_proportion=0.07933, over 8335.11 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2962, pruned_loss=0.06239, over 2473158.50 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06705, over 18628.29 utterances.], batch size: 35, lr: 2.20e-04
2022-09-01 12:17:12,717 INFO [train.py:927] (3/8) Epoch 18, batch 22100, giga_loss[loss=0.1619, simple_loss=0.2575, pruned_loss=0.03312, over 12452.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04213, over 34.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2951, pruned_loss=0.06257, over 2473443.41 frames. utt_duration=589.5 frames, utt_pad_proportion=0.06581, over 16827.51 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2872, pruned_loss=0.06231, over 2468513.51 frames. utt_duration=1178 frames, utt_pad_proportion=0.08162, over 8394.17 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2958, pruned_loss=0.06245, over 2473479.55 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06397, over 17977.74 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 12:18:53,527 INFO [train.py:927] (3/8) Epoch 18, batch 22150, libri_loss[loss=0.176, simple_loss=0.2571, pruned_loss=0.04741, over 12117.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007122, over 32.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2947, pruned_loss=0.06264, over 2471559.90 frames. utt_duration=617.4 frames, utt_pad_proportion=0.06892, over 16051.50 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2868, pruned_loss=0.06225, over 2467672.31 frames. utt_duration=1178 frames, utt_pad_proportion=0.08385, over 8390.91 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2959, pruned_loss=0.06264, over 2472520.10 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06596, over 17323.11 utterances.], batch size: 32, lr: 2.20e-04
2022-09-01 12:20:36,061 INFO [train.py:927] (3/8) Epoch 18, batch 22200, giga_loss[loss=0.2096, simple_loss=0.2991, pruned_loss=0.06001, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.02935, over 85.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2957, pruned_loss=0.06277, over 2471198.81 frames. utt_duration=616 frames, utt_pad_proportion=0.06694, over 16085.88 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.287, pruned_loss=0.06224, over 2467451.06 frames. utt_duration=1178 frames, utt_pad_proportion=0.08312, over 8389.96 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2967, pruned_loss=0.06279, over 2472218.10 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06494, over 17199.76 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 12:22:18,172 INFO [train.py:927] (3/8) Epoch 18, batch 22250, giga_loss[loss=0.2152, simple_loss=0.3028, pruned_loss=0.06376, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03769, over 37.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2947, pruned_loss=0.06266, over 2471647.70 frames. utt_duration=607 frames, utt_pad_proportion=0.07094, over 16328.90 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2871, pruned_loss=0.06221, over 2467380.57 frames. utt_duration=1182 frames, utt_pad_proportion=0.08145, over 8363.59 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2956, pruned_loss=0.06272, over 2472619.25 frames. utt_duration=568.1 frames, utt_pad_proportion=0.0697, over 17454.48 utterances.], batch size: 37, lr: 2.20e-04
2022-09-01 12:23:59,788 INFO [train.py:927] (3/8) Epoch 18, batch 22300, giga_loss[loss=0.2716, simple_loss=0.3444, pruned_loss=0.09942, over 12395.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1069, over 259.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2929, pruned_loss=0.06177, over 2471855.09 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06892, over 16689.52 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2871, pruned_loss=0.06209, over 2467726.08 frames. utt_duration=1185 frames, utt_pad_proportion=0.07989, over 8339.84 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2938, pruned_loss=0.0619, over 2472431.77 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06857, over 17838.31 utterances.], batch size: 259, lr: 2.20e-04
2022-09-01 12:25:39,938 INFO [train.py:927] (3/8) Epoch 18, batch 22350, giga_loss[loss=0.1945, simple_loss=0.2718, pruned_loss=0.05863, over 12422.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04032, over 40.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2911, pruned_loss=0.06107, over 2472344.60 frames. utt_duration=599.6 frames, utt_pad_proportion=0.06461, over 16533.47 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2868, pruned_loss=0.06207, over 2467321.98 frames. utt_duration=1189 frames, utt_pad_proportion=0.07827, over 8311.90 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2923, pruned_loss=0.06119, over 2473376.30 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06508, over 17833.55 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 12:27:21,198 INFO [train.py:927] (3/8) Epoch 18, batch 22400, giga_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07333, over 12429.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03808, over 133.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2879, pruned_loss=0.0597, over 2471720.30 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06638, over 16822.42 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2868, pruned_loss=0.06193, over 2467261.13 frames. utt_duration=1191 frames, utt_pad_proportion=0.07708, over 8297.12 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2889, pruned_loss=0.05988, over 2472692.65 frames. utt_duration=549 frames, utt_pad_proportion=0.06702, over 18064.08 utterances.], batch size: 133, lr: 2.20e-04
2022-09-01 12:29:02,928 INFO [train.py:927] (3/8) Epoch 18, batch 22450, giga_loss[loss=0.1565, simple_loss=0.2503, pruned_loss=0.03138, over 12446.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03152, over 75.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2848, pruned_loss=0.05792, over 2472436.46 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06384, over 16511.75 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2867, pruned_loss=0.06179, over 2467589.35 frames. utt_duration=1194 frames, utt_pad_proportion=0.07543, over 8276.91 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2857, pruned_loss=0.05807, over 2473129.49 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06498, over 17838.54 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 12:30:43,883 INFO [train.py:927] (3/8) Epoch 18, batch 22500, giga_loss[loss=0.1877, simple_loss=0.2837, pruned_loss=0.04581, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0314, over 97.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2831, pruned_loss=0.05694, over 2472339.95 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05927, over 16152.84 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2867, pruned_loss=0.0618, over 2467704.72 frames. utt_duration=1195 frames, utt_pad_proportion=0.07428, over 8268.28 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2837, pruned_loss=0.05695, over 2472913.87 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06085, over 17411.29 utterances.], batch size: 97, lr: 2.20e-04
2022-09-01 12:32:26,235 INFO [train.py:927] (3/8) Epoch 18, batch 22550, giga_loss[loss=0.1926, simple_loss=0.2993, pruned_loss=0.04296, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02696, over 70.00 utterances.], tot_loss[loss=0.1985, simple_loss=0.2846, pruned_loss=0.05621, over 2472452.53 frames. utt_duration=606.2 frames, utt_pad_proportion=0.05453, over 16354.54 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2866, pruned_loss=0.06173, over 2467660.35 frames. utt_duration=1198 frames, utt_pad_proportion=0.07343, over 8249.37 utterances.], giga_tot_loss[loss=0.1988, simple_loss=0.2851, pruned_loss=0.05621, over 2473004.65 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05632, over 17474.54 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 12:34:05,702 INFO [train.py:927] (3/8) Epoch 18, batch 22600, giga_loss[loss=0.2253, simple_loss=0.3056, pruned_loss=0.07249, over 12362.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09856, over 256.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2852, pruned_loss=0.05552, over 2472862.99 frames. utt_duration=580 frames, utt_pad_proportion=0.05556, over 17098.08 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2868, pruned_loss=0.06178, over 2467792.39 frames. utt_duration=1197 frames, utt_pad_proportion=0.07292, over 8258.30 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.05534, over 2473289.28 frames. utt_duration=545.9 frames, utt_pad_proportion=0.05686, over 18172.46 utterances.], batch size: 256, lr: 2.20e-04
2022-09-01 12:35:47,762 INFO [train.py:927] (3/8) Epoch 18, batch 22650, giga_loss[loss=0.1875, simple_loss=0.2676, pruned_loss=0.05365, over 12147.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03471, over 33.00 utterances.], tot_loss[loss=0.1971, simple_loss=0.2842, pruned_loss=0.05497, over 2473445.47 frames. utt_duration=570.1 frames, utt_pad_proportion=0.05383, over 17401.97 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2866, pruned_loss=0.06168, over 2467848.92 frames. utt_duration=1200 frames, utt_pad_proportion=0.07246, over 8236.78 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.2845, pruned_loss=0.05486, over 2473758.19 frames. utt_duration=540.8 frames, utt_pad_proportion=0.05506, over 18348.58 utterances.], batch size: 33, lr: 2.20e-04
2022-09-01 12:37:30,149 INFO [train.py:927] (3/8) Epoch 18, batch 22700, giga_loss[loss=0.2007, simple_loss=0.2749, pruned_loss=0.06327, over 12177.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03506, over 39.00 utterances.], tot_loss[loss=0.1983, simple_loss=0.2853, pruned_loss=0.05564, over 2474006.90 frames. utt_duration=561.4 frames, utt_pad_proportion=0.05177, over 17674.94 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2866, pruned_loss=0.06174, over 2468126.48 frames. utt_duration=1203 frames, utt_pad_proportion=0.07117, over 8217.92 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2855, pruned_loss=0.05536, over 2474138.61 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05318, over 18663.30 utterances.], batch size: 39, lr: 2.20e-04
2022-09-01 12:39:12,775 INFO [train.py:927] (3/8) Epoch 18, batch 22750, giga_loss[loss=0.2007, simple_loss=0.2946, pruned_loss=0.05338, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03463, over 123.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2878, pruned_loss=0.05625, over 2474131.98 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05497, over 18169.66 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06196, over 2468179.29 frames. utt_duration=1190 frames, utt_pad_proportion=0.07522, over 8306.69 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2876, pruned_loss=0.05576, over 2474237.11 frames. utt_duration=523.7 frames, utt_pad_proportion=0.05402, over 18952.38 utterances.], batch size: 123, lr: 2.20e-04
2022-09-01 12:40:55,614 INFO [train.py:927] (3/8) Epoch 18, batch 22800, giga_loss[loss=0.2171, simple_loss=0.2987, pruned_loss=0.06771, over 12438.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03779, over 26.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2879, pruned_loss=0.05622, over 2473967.87 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05781, over 18013.72 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2865, pruned_loss=0.06173, over 2468150.83 frames. utt_duration=1198 frames, utt_pad_proportion=0.07339, over 8251.78 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.2883, pruned_loss=0.05585, over 2474259.09 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05734, over 18975.69 utterances.], batch size: 26, lr: 2.20e-04
2022-09-01 12:42:35,141 INFO [train.py:927] (3/8) Epoch 18, batch 22850, libri_loss[loss=0.1869, simple_loss=0.2671, pruned_loss=0.05338, over 12346.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005892, over 33.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2877, pruned_loss=0.05607, over 2474494.80 frames. utt_duration=576.2 frames, utt_pad_proportion=0.0549, over 17222.99 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2859, pruned_loss=0.06145, over 2468459.18 frames. utt_duration=1207 frames, utt_pad_proportion=0.07126, over 8193.86 utterances.], giga_tot_loss[loss=0.2001, simple_loss=0.2885, pruned_loss=0.05582, over 2474664.81 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05531, over 18406.47 utterances.], batch size: 33, lr: 2.20e-04
2022-09-01 12:44:18,450 INFO [train.py:927] (3/8) Epoch 18, batch 22900, giga_loss[loss=0.1738, simple_loss=0.2645, pruned_loss=0.04156, over 12318.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02827, over 74.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.287, pruned_loss=0.05598, over 2473643.80 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05508, over 17234.60 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2861, pruned_loss=0.06149, over 2468385.79 frames. utt_duration=1196 frames, utt_pad_proportion=0.0741, over 8263.38 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2876, pruned_loss=0.05563, over 2473963.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.05406, over 18315.12 utterances.], batch size: 74, lr: 2.20e-04
2022-09-01 12:46:00,273 INFO [train.py:927] (3/8) Epoch 18, batch 22950, giga_loss[loss=0.2053, simple_loss=0.2905, pruned_loss=0.05999, over 12410.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03387, over 80.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2854, pruned_loss=0.05528, over 2473686.59 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05192, over 16701.95 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06148, over 2468451.26 frames. utt_duration=1197 frames, utt_pad_proportion=0.07287, over 8256.54 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2855, pruned_loss=0.05484, over 2474015.95 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05152, over 17808.14 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 12:47:39,927 INFO [train.py:927] (3/8) Epoch 18, batch 23000, giga_loss[loss=0.211, simple_loss=0.2835, pruned_loss=0.06928, over 12086.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.03634, over 30.00 utterances.], tot_loss[loss=0.1984, simple_loss=0.2866, pruned_loss=0.05506, over 2472906.15 frames. utt_duration=573.5 frames, utt_pad_proportion=0.0545, over 17292.54 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2865, pruned_loss=0.06148, over 2468165.95 frames. utt_duration=1201 frames, utt_pad_proportion=0.07182, over 8231.58 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2866, pruned_loss=0.0546, over 2473525.80 frames. utt_duration=540.6 frames, utt_pad_proportion=0.05437, over 18353.92 utterances.], batch size: 30, lr: 2.20e-04
2022-09-01 12:49:21,472 INFO [train.py:927] (3/8) Epoch 18, batch 23050, giga_loss[loss=0.1547, simple_loss=0.2443, pruned_loss=0.03255, over 12187.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04206, over 28.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2847, pruned_loss=0.05433, over 2472752.55 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05708, over 16973.02 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2863, pruned_loss=0.06137, over 2467907.84 frames. utt_duration=1202 frames, utt_pad_proportion=0.07133, over 8219.61 utterances.], giga_tot_loss[loss=0.1963, simple_loss=0.2848, pruned_loss=0.05391, over 2473605.57 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05694, over 18035.70 utterances.], batch size: 28, lr: 2.20e-04
2022-09-01 12:51:00,812 INFO [train.py:927] (3/8) Epoch 18, batch 23100, giga_loss[loss=0.1757, simple_loss=0.2651, pruned_loss=0.04319, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03096, over 75.00 utterances.], tot_loss[loss=0.1963, simple_loss=0.2835, pruned_loss=0.0546, over 2472592.98 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05573, over 17040.57 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.06163, over 2467918.12 frames. utt_duration=1193 frames, utt_pad_proportion=0.07499, over 8284.03 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2833, pruned_loss=0.05394, over 2473306.70 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05404, over 17935.57 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 12:52:40,564 INFO [train.py:927] (3/8) Epoch 18, batch 23150, giga_loss[loss=0.177, simple_loss=0.267, pruned_loss=0.04356, over 12361.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02858, over 91.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.282, pruned_loss=0.05452, over 2473254.33 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05284, over 16814.71 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2868, pruned_loss=0.06174, over 2468162.50 frames. utt_duration=1196 frames, utt_pad_proportion=0.07354, over 8262.04 utterances.], giga_tot_loss[loss=0.1946, simple_loss=0.2816, pruned_loss=0.05376, over 2473734.45 frames. utt_duration=559.3 frames, utt_pad_proportion=0.05202, over 17739.09 utterances.], batch size: 91, lr: 2.20e-04
2022-09-01 12:54:22,050 INFO [train.py:927] (3/8) Epoch 18, batch 23200, giga_loss[loss=0.194, simple_loss=0.2809, pruned_loss=0.05358, over 12401.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05076, over 161.00 utterances.], tot_loss[loss=0.1947, simple_loss=0.2803, pruned_loss=0.05456, over 2472959.67 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05499, over 17383.97 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2872, pruned_loss=0.0619, over 2467889.68 frames. utt_duration=1198 frames, utt_pad_proportion=0.07288, over 8252.86 utterances.], giga_tot_loss[loss=0.1934, simple_loss=0.2795, pruned_loss=0.05365, over 2473700.21 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05436, over 18338.42 utterances.], batch size: 161, lr: 2.20e-04
2022-09-01 12:56:02,911 INFO [train.py:927] (3/8) Epoch 18, batch 23250, giga_loss[loss=0.2171, simple_loss=0.2954, pruned_loss=0.06945, over 12351.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1884, over 362.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2776, pruned_loss=0.05362, over 2473054.16 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05865, over 17267.93 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06184, over 2468176.52 frames. utt_duration=1201 frames, utt_pad_proportion=0.07178, over 8234.01 utterances.], giga_tot_loss[loss=0.1912, simple_loss=0.2768, pruned_loss=0.05279, over 2473438.95 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05827, over 18206.19 utterances.], batch size: 362, lr: 2.20e-04
2022-09-01 12:57:44,829 INFO [train.py:927] (3/8) Epoch 18, batch 23300, giga_loss[loss=0.2024, simple_loss=0.2962, pruned_loss=0.05424, over 12368.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07079, over 211.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2804, pruned_loss=0.05469, over 2472700.73 frames. utt_duration=573.1 frames, utt_pad_proportion=0.0554, over 17302.44 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.287, pruned_loss=0.06184, over 2468035.99 frames. utt_duration=1202 frames, utt_pad_proportion=0.07093, over 8220.45 utterances.], giga_tot_loss[loss=0.1938, simple_loss=0.2797, pruned_loss=0.0539, over 2473223.66 frames. utt_duration=544.5 frames, utt_pad_proportion=0.05548, over 18220.12 utterances.], batch size: 211, lr: 2.20e-04
2022-09-01 12:59:27,859 INFO [train.py:927] (3/8) Epoch 18, batch 23350, giga_loss[loss=0.1911, simple_loss=0.281, pruned_loss=0.05057, over 12252.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02968, over 45.00 utterances.], tot_loss[loss=0.1969, simple_loss=0.2825, pruned_loss=0.05568, over 2472208.37 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05825, over 17314.65 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2866, pruned_loss=0.06167, over 2467936.65 frames. utt_duration=1203 frames, utt_pad_proportion=0.07061, over 8212.92 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2823, pruned_loss=0.05506, over 2472812.80 frames. utt_duration=543.1 frames, utt_pad_proportion=0.05818, over 18261.93 utterances.], batch size: 45, lr: 2.20e-04
2022-09-01 13:01:09,683 INFO [train.py:927] (3/8) Epoch 18, batch 23400, libri_loss[loss=0.17, simple_loss=0.2588, pruned_loss=0.04065, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006424, over 32.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2836, pruned_loss=0.05601, over 2472229.66 frames. utt_duration=596 frames, utt_pad_proportion=0.05757, over 16633.55 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2862, pruned_loss=0.0614, over 2468010.61 frames. utt_duration=1206 frames, utt_pad_proportion=0.06959, over 8194.16 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2837, pruned_loss=0.05554, over 2472837.67 frames. utt_duration=559 frames, utt_pad_proportion=0.05785, over 17741.44 utterances.], batch size: 32, lr: 2.20e-04
2022-09-01 13:02:56,045 INFO [train.py:927] (3/8) Epoch 18, batch 23450, giga_loss[loss=0.269, simple_loss=0.3257, pruned_loss=0.1061, over 12364.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.203, over 369.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2903, pruned_loss=0.06087, over 2472620.79 frames. utt_duration=567 frames, utt_pad_proportion=0.06357, over 17490.38 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2864, pruned_loss=0.06155, over 2468023.86 frames. utt_duration=1199 frames, utt_pad_proportion=0.07256, over 8246.23 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2901, pruned_loss=0.06028, over 2473173.10 frames. utt_duration=535.7 frames, utt_pad_proportion=0.062, over 18517.06 utterances.], batch size: 369, lr: 2.20e-04
2022-09-01 13:04:36,861 INFO [train.py:927] (3/8) Epoch 18, batch 23500, giga_loss[loss=0.2213, simple_loss=0.3057, pruned_loss=0.06849, over 12323.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03277, over 85.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2954, pruned_loss=0.06437, over 2473015.29 frames. utt_duration=543.1 frames, utt_pad_proportion=0.071, over 18264.51 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2862, pruned_loss=0.06162, over 2467990.38 frames. utt_duration=1194 frames, utt_pad_proportion=0.07484, over 8276.80 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2957, pruned_loss=0.06391, over 2473672.39 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06862, over 19398.07 utterances.], batch size: 85, lr: 2.20e-04
2022-09-01 13:06:23,042 INFO [train.py:927] (3/8) Epoch 18, batch 23550, giga_loss[loss=0.288, simple_loss=0.3572, pruned_loss=0.1094, over 12397.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07352, over 212.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3019, pruned_loss=0.06928, over 2473695.27 frames. utt_duration=520.9 frames, utt_pad_proportion=0.07434, over 19048.94 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.286, pruned_loss=0.0614, over 2468198.31 frames. utt_duration=1199 frames, utt_pad_proportion=0.07371, over 8247.46 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3025, pruned_loss=0.06918, over 2474132.44 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07271, over 20141.20 utterances.], batch size: 212, lr: 2.20e-04
2022-09-01 13:08:06,984 INFO [train.py:927] (3/8) Epoch 18, batch 23600, giga_loss[loss=0.2887, simple_loss=0.3408, pruned_loss=0.1183, over 12363.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2076, over 371.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3065, pruned_loss=0.07309, over 2473813.77 frames. utt_duration=479.6 frames, utt_pad_proportion=0.08404, over 20694.18 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2863, pruned_loss=0.06154, over 2467843.32 frames. utt_duration=1202 frames, utt_pad_proportion=0.07255, over 8225.71 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3072, pruned_loss=0.07307, over 2474615.29 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08273, over 21833.15 utterances.], batch size: 371, lr: 2.20e-04
2022-09-01 13:09:52,558 INFO [train.py:927] (3/8) Epoch 18, batch 23650, giga_loss[loss=0.2276, simple_loss=0.3092, pruned_loss=0.073, over 12375.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0314, over 104.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07713, over 2474398.14 frames. utt_duration=452.3 frames, utt_pad_proportion=0.0875, over 21954.25 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2861, pruned_loss=0.06158, over 2468276.90 frames. utt_duration=1208 frames, utt_pad_proportion=0.07096, over 8180.52 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3122, pruned_loss=0.07743, over 2474822.77 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08691, over 23249.49 utterances.], batch size: 104, lr: 2.20e-04
2022-09-01 13:11:40,528 INFO [train.py:927] (3/8) Epoch 18, batch 23700, giga_loss[loss=0.2066, simple_loss=0.2975, pruned_loss=0.0578, over 12349.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3136, pruned_loss=0.07848, over 2474519.08 frames. utt_duration=460.3 frames, utt_pad_proportion=0.0854, over 21573.82 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2867, pruned_loss=0.06185, over 2468889.73 frames. utt_duration=1186 frames, utt_pad_proportion=0.07825, over 8336.61 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.315, pruned_loss=0.07911, over 2474520.57 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08274, over 22978.83 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 13:13:36,151 INFO [train.py:927] (3/8) Epoch 18, batch 23750, giga_loss[loss=0.2892, simple_loss=0.3401, pruned_loss=0.1192, over 12346.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2065, over 370.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3165, pruned_loss=0.08118, over 2474847.56 frames. utt_duration=439.6 frames, utt_pad_proportion=0.085, over 22596.36 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2867, pruned_loss=0.06185, over 2468889.73 frames. utt_duration=1186 frames, utt_pad_proportion=0.07825, over 8336.61 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3176, pruned_loss=0.08167, over 2474848.72 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08301, over 23689.89 utterances.], batch size: 370, lr: 2.20e-04
2022-09-01 13:15:19,818 INFO [train.py:927] (3/8) Epoch 18, batch 23800, giga_loss[loss=0.258, simple_loss=0.3363, pruned_loss=0.08985, over 12395.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04411, over 146.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3183, pruned_loss=0.08161, over 2474840.65 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08445, over 22718.00 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2873, pruned_loss=0.06214, over 2468779.28 frames. utt_duration=1168 frames, utt_pad_proportion=0.08453, over 8464.45 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3195, pruned_loss=0.08218, over 2475077.52 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08094, over 23797.78 utterances.], batch size: 146, lr: 2.20e-04
2022-09-01 13:17:05,500 INFO [train.py:927] (3/8) Epoch 18, batch 23850, giga_loss[loss=0.2223, simple_loss=0.3126, pruned_loss=0.06601, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3182, pruned_loss=0.08103, over 2475071.33 frames. utt_duration=440.2 frames, utt_pad_proportion=0.08333, over 22565.11 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.06219, over 2469390.60 frames. utt_duration=1157 frames, utt_pad_proportion=0.08667, over 8545.35 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3199, pruned_loss=0.08224, over 2474955.36 frames. utt_duration=414.9 frames, utt_pad_proportion=0.07988, over 23943.47 utterances.], batch size: 75, lr: 2.20e-04
2022-09-01 13:18:55,632 INFO [train.py:927] (3/8) Epoch 18, batch 23900, giga_loss[loss=0.2107, simple_loss=0.293, pruned_loss=0.06415, over 12454.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03341, over 43.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3169, pruned_loss=0.0793, over 2475246.57 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08628, over 22919.46 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2874, pruned_loss=0.06197, over 2469359.72 frames. utt_duration=1166 frames, utt_pad_proportion=0.08452, over 8481.35 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3196, pruned_loss=0.08102, over 2475341.64 frames. utt_duration=405.1 frames, utt_pad_proportion=0.08407, over 24530.04 utterances.], batch size: 43, lr: 2.20e-04
2022-09-01 13:20:42,008 INFO [train.py:927] (3/8) Epoch 18, batch 23950, giga_loss[loss=0.2249, simple_loss=0.3097, pruned_loss=0.07004, over 12461.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03409, over 98.00 utterances.], tot_loss[loss=0.234, simple_loss=0.314, pruned_loss=0.07702, over 2474724.65 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08376, over 22602.15 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2871, pruned_loss=0.06184, over 2468996.47 frames. utt_duration=1173 frames, utt_pad_proportion=0.08317, over 8430.88 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.317, pruned_loss=0.07886, over 2475242.43 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08256, over 24254.24 utterances.], batch size: 98, lr: 2.20e-04
2022-09-01 13:22:25,789 INFO [train.py:927] (3/8) Epoch 18, batch 24000, libri_loss[loss=0.2035, simple_loss=0.284, pruned_loss=0.06148, over 12392.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005133, over 34.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3122, pruned_loss=0.076, over 2475092.50 frames. utt_duration=458 frames, utt_pad_proportion=0.08171, over 21684.46 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2874, pruned_loss=0.06192, over 2469411.98 frames. utt_duration=1170 frames, utt_pad_proportion=0.08139, over 8450.15 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3155, pruned_loss=0.0781, over 2475383.24 frames. utt_duration=420.1 frames, utt_pad_proportion=0.08148, over 23651.93 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 13:22:25,790 INFO [train.py:958] (3/8) Computing validation loss
2022-09-01 13:22:42,032 INFO [train.py:967] (3/8) Epoch 18, validation: loss=0.1705, simple_loss=0.2806, pruned_loss=0.03023, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-09-01 13:24:31,149 INFO [train.py:927] (3/8) Epoch 18, batch 24050, giga_loss[loss=0.244, simple_loss=0.3294, pruned_loss=0.07928, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3107, pruned_loss=0.07447, over 2475890.81 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0785, over 21391.25 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2871, pruned_loss=0.06176, over 2469546.23 frames. utt_duration=1173 frames, utt_pad_proportion=0.08023, over 8433.33 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.314, pruned_loss=0.0765, over 2476094.39 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07891, over 23193.04 utterances.], batch size: 123, lr: 2.20e-04
2022-09-01 13:26:17,355 INFO [train.py:927] (3/8) Epoch 18, batch 24100, giga_loss[loss=0.2306, simple_loss=0.32, pruned_loss=0.07064, over 12432.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03905, over 123.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3104, pruned_loss=0.0723, over 2475102.79 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07816, over 20718.60 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2871, pruned_loss=0.06186, over 2469573.34 frames. utt_duration=1174 frames, utt_pad_proportion=0.07985, over 8423.28 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3136, pruned_loss=0.07409, over 2475372.72 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07865, over 22450.11 utterances.], batch size: 123, lr: 2.20e-04
2022-09-01 13:28:02,641 INFO [train.py:927] (3/8) Epoch 18, batch 24150, giga_loss[loss=0.2258, simple_loss=0.3085, pruned_loss=0.07154, over 12399.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02793, over 58.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3109, pruned_loss=0.07278, over 2474625.21 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07681, over 20703.82 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.287, pruned_loss=0.06168, over 2469600.30 frames. utt_duration=1175 frames, utt_pad_proportion=0.07928, over 8419.65 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3143, pruned_loss=0.07473, over 2474961.61 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0775, over 22489.14 utterances.], batch size: 58, lr: 2.20e-04
2022-09-01 13:29:46,765 INFO [train.py:927] (3/8) Epoch 18, batch 24200, libri_loss[loss=0.1759, simple_loss=0.2611, pruned_loss=0.04535, over 12409.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005943, over 31.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3087, pruned_loss=0.07192, over 2475073.25 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07263, over 20610.77 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2869, pruned_loss=0.0616, over 2469546.33 frames. utt_duration=1180 frames, utt_pad_proportion=0.07784, over 8381.53 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3121, pruned_loss=0.0738, over 2475491.02 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07394, over 22345.53 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 13:31:30,344 INFO [train.py:927] (3/8) Epoch 18, batch 24250, giga_loss[loss=0.2025, simple_loss=0.289, pruned_loss=0.05804, over 12456.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03446, over 105.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.308, pruned_loss=0.07231, over 2475247.64 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07887, over 21760.49 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2872, pruned_loss=0.06181, over 2469967.81 frames. utt_duration=1180 frames, utt_pad_proportion=0.07693, over 8381.05 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3109, pruned_loss=0.07385, over 2475329.87 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07972, over 23412.37 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 13:33:13,231 INFO [train.py:927] (3/8) Epoch 18, batch 24300, giga_loss[loss=0.2045, simple_loss=0.2975, pruned_loss=0.05574, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02589, over 48.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3067, pruned_loss=0.07042, over 2474722.83 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07863, over 20573.64 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2871, pruned_loss=0.06168, over 2469988.17 frames. utt_duration=1162 frames, utt_pad_proportion=0.08307, over 8510.62 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.31, pruned_loss=0.07218, over 2474970.17 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07719, over 22323.46 utterances.], batch size: 48, lr: 2.20e-04
2022-09-01 13:35:03,020 INFO [train.py:927] (3/8) Epoch 18, batch 24350, giga_loss[loss=0.2173, simple_loss=0.3023, pruned_loss=0.06619, over 12450.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04349, over 134.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3061, pruned_loss=0.06997, over 2474400.79 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07887, over 20514.69 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2868, pruned_loss=0.06152, over 2469723.04 frames. utt_duration=1166 frames, utt_pad_proportion=0.08183, over 8482.58 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3092, pruned_loss=0.07164, over 2474894.97 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07807, over 22124.20 utterances.], batch size: 134, lr: 2.20e-04
2022-09-01 13:36:44,051 INFO [train.py:927] (3/8) Epoch 18, batch 24400, giga_loss[loss=0.2767, simple_loss=0.3413, pruned_loss=0.106, over 12388.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06405, over 183.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.305, pruned_loss=0.07005, over 2474035.36 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07484, over 20393.40 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06139, over 2469470.73 frames. utt_duration=1170 frames, utt_pad_proportion=0.08097, over 8453.50 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3078, pruned_loss=0.07159, over 2474739.61 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07473, over 21855.00 utterances.], batch size: 183, lr: 2.20e-04
2022-09-01 13:38:28,475 INFO [train.py:927] (3/8) Epoch 18, batch 24450, giga_loss[loss=0.2037, simple_loss=0.2845, pruned_loss=0.06146, over 12488.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04348, over 34.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3042, pruned_loss=0.07036, over 2473994.96 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07755, over 20490.03 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06131, over 2469026.02 frames. utt_duration=1174 frames, utt_pad_proportion=0.0798, over 8422.59 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3068, pruned_loss=0.07182, over 2475052.35 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07771, over 21896.21 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 13:40:11,112 INFO [train.py:927] (3/8) Epoch 18, batch 24500, libri_loss[loss=0.177, simple_loss=0.2602, pruned_loss=0.04694, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00568, over 34.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3027, pruned_loss=0.06997, over 2473224.74 frames. utt_duration=492 frames, utt_pad_proportion=0.07432, over 20167.08 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2866, pruned_loss=0.06111, over 2468860.70 frames. utt_duration=1177 frames, utt_pad_proportion=0.078, over 8398.10 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3054, pruned_loss=0.07163, over 2474395.49 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07524, over 21715.15 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 13:41:54,195 INFO [train.py:927] (3/8) Epoch 18, batch 24550, giga_loss[loss=0.2327, simple_loss=0.3207, pruned_loss=0.07238, over 12457.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3031, pruned_loss=0.06956, over 2473911.26 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07089, over 20183.06 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2869, pruned_loss=0.06123, over 2469141.55 frames. utt_duration=1172 frames, utt_pad_proportion=0.07824, over 8436.70 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07093, over 2474662.36 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07173, over 21590.71 utterances.], batch size: 105, lr: 2.20e-04
2022-09-01 13:43:36,493 INFO [train.py:927] (3/8) Epoch 18, batch 24600, giga_loss[loss=0.2352, simple_loss=0.3158, pruned_loss=0.07731, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05232, over 161.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3034, pruned_loss=0.06949, over 2474408.03 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07027, over 20255.60 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2868, pruned_loss=0.06124, over 2468845.49 frames. utt_duration=1176 frames, utt_pad_proportion=0.0774, over 8410.27 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3054, pruned_loss=0.07067, over 2475320.22 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07121, over 21539.23 utterances.], batch size: 161, lr: 2.20e-04
2022-09-01 13:45:26,515 INFO [train.py:927] (3/8) Epoch 18, batch 24650, giga_loss[loss=0.2747, simple_loss=0.3434, pruned_loss=0.103, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06984, over 212.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3043, pruned_loss=0.07052, over 2474088.42 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06805, over 20251.26 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.06131, over 2468316.36 frames. utt_duration=1182 frames, utt_pad_proportion=0.07639, over 8364.38 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3064, pruned_loss=0.07154, over 2475398.13 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0692, over 21522.78 utterances.], batch size: 212, lr: 2.20e-04
2022-09-01 13:47:09,665 INFO [train.py:927] (3/8) Epoch 18, batch 24700, giga_loss[loss=0.2155, simple_loss=0.2999, pruned_loss=0.06553, over 12372.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.306, pruned_loss=0.07263, over 2474144.52 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07408, over 21082.84 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2867, pruned_loss=0.06133, over 2468144.94 frames. utt_duration=1184 frames, utt_pad_proportion=0.07529, over 8345.50 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3079, pruned_loss=0.07366, over 2475481.03 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07497, over 22387.14 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 13:48:55,035 INFO [train.py:927] (3/8) Epoch 18, batch 24750, giga_loss[loss=0.2425, simple_loss=0.3176, pruned_loss=0.0837, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05359, over 162.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3043, pruned_loss=0.07212, over 2474175.60 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07376, over 20599.52 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2866, pruned_loss=0.06137, over 2467859.82 frames. utt_duration=1188 frames, utt_pad_proportion=0.0745, over 8316.47 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3062, pruned_loss=0.07303, over 2475568.70 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07475, over 21818.96 utterances.], batch size: 162, lr: 2.20e-04
2022-09-01 13:50:34,776 INFO [train.py:927] (3/8) Epoch 18, batch 24800, giga_loss[loss=0.1988, simple_loss=0.2889, pruned_loss=0.0544, over 12462.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03542, over 43.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3049, pruned_loss=0.07184, over 2474617.27 frames. utt_duration=461 frames, utt_pad_proportion=0.07945, over 21538.36 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2865, pruned_loss=0.0613, over 2467739.93 frames. utt_duration=1193 frames, utt_pad_proportion=0.07312, over 8281.90 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07285, over 2475964.04 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08036, over 22806.18 utterances.], batch size: 43, lr: 2.20e-04
2022-09-01 13:52:18,886 INFO [train.py:927] (3/8) Epoch 18, batch 24850, giga_loss[loss=0.1985, simple_loss=0.2844, pruned_loss=0.05624, over 12331.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.05328, over 34.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3038, pruned_loss=0.07076, over 2473679.57 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07911, over 20976.49 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2866, pruned_loss=0.06127, over 2467685.95 frames. utt_duration=1195 frames, utt_pad_proportion=0.0722, over 8273.46 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3056, pruned_loss=0.07177, over 2474889.93 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08023, over 22224.66 utterances.], batch size: 34, lr: 2.20e-04
2022-09-01 13:53:59,938 INFO [train.py:927] (3/8) Epoch 18, batch 24900, giga_loss[loss=0.2257, simple_loss=0.3189, pruned_loss=0.06625, over 12403.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03303, over 80.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3022, pruned_loss=0.07005, over 2474841.25 frames. utt_duration=497 frames, utt_pad_proportion=0.07504, over 19975.77 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2864, pruned_loss=0.06124, over 2467959.87 frames. utt_duration=1199 frames, utt_pad_proportion=0.07117, over 8240.31 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.304, pruned_loss=0.07103, over 2475673.51 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07654, over 21206.81 utterances.], batch size: 80, lr: 2.20e-04
2022-09-01 13:55:44,914 INFO [train.py:927] (3/8) Epoch 18, batch 24950, giga_loss[loss=0.2009, simple_loss=0.3072, pruned_loss=0.04729, over 12325.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03186, over 70.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3068, pruned_loss=0.0716, over 2474756.16 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07708, over 20753.91 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2864, pruned_loss=0.0611, over 2468042.60 frames. utt_duration=1198 frames, utt_pad_proportion=0.07079, over 8248.73 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3087, pruned_loss=0.0727, over 2475484.07 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07831, over 21954.31 utterances.], batch size: 70, lr: 2.20e-04
2022-09-01 13:57:29,773 INFO [train.py:927] (3/8) Epoch 18, batch 25000, giga_loss[loss=0.2248, simple_loss=0.3156, pruned_loss=0.06693, over 12262.00 frames. utt_duration=909.6 frames, utt_pad_proportion=0.02719, over 54.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3089, pruned_loss=0.07158, over 2474591.15 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07327, over 20209.96 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2865, pruned_loss=0.0611, over 2468150.39 frames. utt_duration=1199 frames, utt_pad_proportion=0.0705, over 8246.48 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3104, pruned_loss=0.07248, over 2475093.20 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07454, over 21203.31 utterances.], batch size: 54, lr: 2.20e-04
2022-09-01 13:59:14,309 INFO [train.py:927] (3/8) Epoch 18, batch 25050, libri_loss[loss=0.1799, simple_loss=0.2676, pruned_loss=0.04612, over 12209.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007471, over 31.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3104, pruned_loss=0.07289, over 2474027.05 frames. utt_duration=480.2 frames, utt_pad_proportion=0.0788, over 20672.84 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2867, pruned_loss=0.06113, over 2467975.20 frames. utt_duration=1191 frames, utt_pad_proportion=0.0734, over 8302.26 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3118, pruned_loss=0.0738, over 2474717.04 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07856, over 21637.75 utterances.], batch size: 31, lr: 2.20e-04
2022-09-01 14:00:59,537 INFO [train.py:927] (3/8) Epoch 18, batch 25100, giga_loss[loss=0.1934, simple_loss=0.2752, pruned_loss=0.0558, over 12445.00 frames. utt_duration=804.4 frames, utt_pad_proportion=0.02619, over 62.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3087, pruned_loss=0.07274, over 2473970.85 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07574, over 20160.83 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2864, pruned_loss=0.06088, over 2467714.69 frames. utt_duration=1197 frames, utt_pad_proportion=0.07153, over 8253.91 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3112, pruned_loss=0.07422, over 2475002.42 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07639, over 21527.93 utterances.], batch size: 62, lr: 2.20e-04
2022-09-01 14:02:44,834 INFO [train.py:927] (3/8) Epoch 18, batch 25150, giga_loss[loss=0.2241, simple_loss=0.3009, pruned_loss=0.07364, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03827, over 40.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3072, pruned_loss=0.07223, over 2474096.67 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07409, over 20054.49 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2861, pruned_loss=0.06075, over 2467667.34 frames. utt_duration=1199 frames, utt_pad_proportion=0.0712, over 8246.02 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3099, pruned_loss=0.07378, over 2475099.77 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07487, over 21431.56 utterances.], batch size: 40, lr: 2.20e-04
2022-09-01 14:04:27,670 INFO [train.py:927] (3/8) Epoch 18, batch 25200, giga_loss[loss=0.1946, simple_loss=0.2779, pruned_loss=0.05568, over 12466.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03303, over 86.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3073, pruned_loss=0.07321, over 2474997.74 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07244, over 20064.26 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.286, pruned_loss=0.06076, over 2467921.22 frames. utt_duration=1198 frames, utt_pad_proportion=0.07047, over 8249.37 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.31, pruned_loss=0.07476, over 2475772.78 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07342, over 21481.58 utterances.], batch size: 86, lr: 2.20e-04
2022-09-01 14:06:10,534 INFO [train.py:927] (3/8) Epoch 18, batch 25250, giga_loss[loss=0.2061, simple_loss=0.2921, pruned_loss=0.06001, over 12358.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03185, over 97.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3051, pruned_loss=0.07239, over 2475001.17 frames. utt_duration=502 frames, utt_pad_proportion=0.0703, over 19779.67 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2854, pruned_loss=0.06042, over 2467693.15 frames. utt_duration=1203 frames, utt_pad_proportion=0.0699, over 8213.82 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3082, pruned_loss=0.0741, over 2475926.92 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07142, over 21095.34 utterances.], batch size: 97, lr: 2.19e-04
2022-09-01 14:07:51,345 INFO [train.py:927] (3/8) Epoch 18, batch 25300, giga_loss[loss=0.2338, simple_loss=0.3149, pruned_loss=0.07633, over 12385.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02686, over 91.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.306, pruned_loss=0.07213, over 2475271.13 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06761, over 19452.16 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.286, pruned_loss=0.06066, over 2468041.40 frames. utt_duration=1191 frames, utt_pad_proportion=0.07343, over 8299.45 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3084, pruned_loss=0.0736, over 2475914.39 frames. utt_duration=479.1 frames, utt_pad_proportion=0.06736, over 20734.60 utterances.], batch size: 91, lr: 2.19e-04
2022-09-01 14:09:36,999 INFO [train.py:927] (3/8) Epoch 18, batch 25350, giga_loss[loss=0.2155, simple_loss=0.3041, pruned_loss=0.06342, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04228, over 133.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3067, pruned_loss=0.07314, over 2475553.76 frames. utt_duration=493 frames, utt_pad_proportion=0.072, over 20145.17 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2861, pruned_loss=0.06068, over 2468097.97 frames. utt_duration=1197 frames, utt_pad_proportion=0.07178, over 8255.88 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07463, over 2476220.74 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07214, over 21521.25 utterances.], batch size: 133, lr: 2.19e-04
2022-09-01 14:11:21,635 INFO [train.py:927] (3/8) Epoch 18, batch 25400, libri_loss[loss=0.2207, simple_loss=0.307, pruned_loss=0.06717, over 12396.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008845, over 38.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3081, pruned_loss=0.07137, over 2475035.20 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06701, over 18806.75 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2864, pruned_loss=0.06086, over 2467708.06 frames. utt_duration=1202 frames, utt_pad_proportion=0.07014, over 8219.69 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3103, pruned_loss=0.07271, over 2476115.90 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06803, over 20244.09 utterances.], batch size: 38, lr: 2.19e-04
2022-09-01 14:13:04,460 INFO [train.py:927] (3/8) Epoch 18, batch 25450, giga_loss[loss=0.2719, simple_loss=0.3418, pruned_loss=0.101, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3098, pruned_loss=0.07212, over 2475071.75 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06922, over 18679.04 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2872, pruned_loss=0.06156, over 2468230.25 frames. utt_duration=1184 frames, utt_pad_proportion=0.07691, over 8350.97 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3118, pruned_loss=0.07302, over 2475726.48 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06763, over 20117.79 utterances.], batch size: 91, lr: 2.19e-04
2022-09-01 14:14:48,481 INFO [train.py:927] (3/8) Epoch 18, batch 25500, giga_loss[loss=0.2457, simple_loss=0.3292, pruned_loss=0.08112, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03837, over 133.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.312, pruned_loss=0.07422, over 2475172.78 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07055, over 19274.37 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2874, pruned_loss=0.06165, over 2468069.27 frames. utt_duration=1178 frames, utt_pad_proportion=0.0793, over 8388.89 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.314, pruned_loss=0.0752, over 2476042.25 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06843, over 20700.78 utterances.], batch size: 133, lr: 2.19e-04
2022-09-01 14:16:33,561 INFO [train.py:927] (3/8) Epoch 18, batch 25550, giga_loss[loss=0.2384, simple_loss=0.3177, pruned_loss=0.07952, over 12405.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07711, over 213.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3118, pruned_loss=0.07396, over 2475602.34 frames. utt_duration=496.3 frames, utt_pad_proportion=0.07063, over 20011.20 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2875, pruned_loss=0.06149, over 2468117.10 frames. utt_duration=1183 frames, utt_pad_proportion=0.07786, over 8352.61 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3139, pruned_loss=0.07515, over 2476400.15 frames. utt_duration=464.1 frames, utt_pad_proportion=0.0694, over 21413.05 utterances.], batch size: 213, lr: 2.19e-04
2022-09-01 14:18:18,456 INFO [train.py:927] (3/8) Epoch 18, batch 25600, giga_loss[loss=0.2155, simple_loss=0.3138, pruned_loss=0.05858, over 12434.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.04674, over 34.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3108, pruned_loss=0.07184, over 2475468.90 frames. utt_duration=509 frames, utt_pad_proportion=0.07019, over 19510.80 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2873, pruned_loss=0.06137, over 2468260.23 frames. utt_duration=1188 frames, utt_pad_proportion=0.07642, over 8324.02 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3132, pruned_loss=0.07315, over 2476136.67 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06966, over 20909.32 utterances.], batch size: 34, lr: 2.19e-04
2022-09-01 14:20:05,160 INFO [train.py:927] (3/8) Epoch 18, batch 25650, giga_loss[loss=0.2388, simple_loss=0.3286, pruned_loss=0.07448, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03189, over 85.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3116, pruned_loss=0.07283, over 2474965.93 frames. utt_duration=492 frames, utt_pad_proportion=0.07352, over 20180.83 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.287, pruned_loss=0.06122, over 2468047.06 frames. utt_duration=1194 frames, utt_pad_proportion=0.07505, over 8280.38 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3144, pruned_loss=0.07426, over 2475867.40 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07339, over 21602.43 utterances.], batch size: 85, lr: 2.19e-04
2022-09-01 14:21:50,733 INFO [train.py:927] (3/8) Epoch 18, batch 25700, giga_loss[loss=0.2372, simple_loss=0.3046, pruned_loss=0.08496, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.0368, over 105.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3104, pruned_loss=0.07306, over 2474430.11 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07781, over 20861.55 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2871, pruned_loss=0.06137, over 2467486.16 frames. utt_duration=1197 frames, utt_pad_proportion=0.07391, over 8256.78 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3129, pruned_loss=0.07432, over 2475795.10 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07784, over 22286.45 utterances.], batch size: 105, lr: 2.19e-04
2022-09-01 14:23:45,398 INFO [train.py:927] (3/8) Epoch 18, batch 25750, giga_loss[loss=0.2362, simple_loss=0.3128, pruned_loss=0.07976, over 12378.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0258, over 91.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3088, pruned_loss=0.07307, over 2475142.22 frames. utt_duration=462.1 frames, utt_pad_proportion=0.08092, over 21492.77 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2872, pruned_loss=0.06132, over 2467759.22 frames. utt_duration=1200 frames, utt_pad_proportion=0.07273, over 8238.76 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3112, pruned_loss=0.07433, over 2476116.53 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08123, over 22882.66 utterances.], batch size: 91, lr: 2.19e-04
2022-09-01 14:25:26,239 INFO [train.py:927] (3/8) Epoch 18, batch 25800, giga_loss[loss=0.203, simple_loss=0.2875, pruned_loss=0.05921, over 12412.00 frames. utt_duration=663.4 frames, utt_pad_proportion=0.03159, over 75.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3081, pruned_loss=0.07331, over 2475148.86 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07452, over 20793.86 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.287, pruned_loss=0.06129, over 2467761.11 frames. utt_duration=1200 frames, utt_pad_proportion=0.0717, over 8234.76 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3107, pruned_loss=0.0746, over 2476080.17 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07553, over 22193.20 utterances.], batch size: 75, lr: 2.19e-04
2022-09-01 14:27:04,703 INFO [train.py:927] (3/8) Epoch 18, batch 25850, giga_loss[loss=0.1845, simple_loss=0.2859, pruned_loss=0.0416, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04392, over 146.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3052, pruned_loss=0.07088, over 2474984.44 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07156, over 21019.84 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2868, pruned_loss=0.06122, over 2467761.98 frames. utt_duration=1204 frames, utt_pad_proportion=0.07096, over 8206.36 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3077, pruned_loss=0.07212, over 2475807.02 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07277, over 22315.42 utterances.], batch size: 146, lr: 2.19e-04
2022-09-01 14:28:47,124 INFO [train.py:927] (3/8) Epoch 18, batch 25900, libri_loss[loss=0.202, simple_loss=0.2929, pruned_loss=0.05556, over 12469.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009209, over 39.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3029, pruned_loss=0.06945, over 2474593.84 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07125, over 20800.84 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2862, pruned_loss=0.06094, over 2467686.96 frames. utt_duration=1211 frames, utt_pad_proportion=0.06911, over 8158.27 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3061, pruned_loss=0.07101, over 2475551.68 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07287, over 22349.42 utterances.], batch size: 39, lr: 2.19e-04
2022-09-01 14:30:28,765 INFO [train.py:927] (3/8) Epoch 18, batch 25950, giga_loss[loss=0.2396, simple_loss=0.3137, pruned_loss=0.08273, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02949, over 80.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3015, pruned_loss=0.06928, over 2475057.54 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07811, over 21756.61 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2869, pruned_loss=0.06109, over 2468019.97 frames. utt_duration=1207 frames, utt_pad_proportion=0.06865, over 8190.16 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07072, over 2475804.73 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07911, over 23497.81 utterances.], batch size: 80, lr: 2.19e-04
2022-09-01 14:32:07,636 INFO [train.py:927] (3/8) Epoch 18, batch 26000, giga_loss[loss=0.2259, simple_loss=0.3094, pruned_loss=0.0712, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04269, over 146.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3021, pruned_loss=0.06905, over 2475670.02 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07535, over 21345.32 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2871, pruned_loss=0.06111, over 2468606.02 frames. utt_duration=1196 frames, utt_pad_proportion=0.07166, over 8269.53 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3043, pruned_loss=0.07043, over 2475929.42 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07556, over 23029.37 utterances.], batch size: 146, lr: 2.19e-04
2022-09-01 14:33:49,958 INFO [train.py:927] (3/8) Epoch 18, batch 26050, giga_loss[loss=0.2368, simple_loss=0.3189, pruned_loss=0.07742, over 12420.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05523, over 162.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3035, pruned_loss=0.06962, over 2476399.36 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07133, over 20999.11 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2874, pruned_loss=0.06124, over 2468787.22 frames. utt_duration=1175 frames, utt_pad_proportion=0.0787, over 8412.45 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3053, pruned_loss=0.07074, over 2476577.48 frames. utt_duration=442.9 frames, utt_pad_proportion=0.06929, over 22441.10 utterances.], batch size: 162, lr: 2.19e-04
2022-09-01 14:35:33,592 INFO [train.py:927] (3/8) Epoch 18, batch 26100, giga_loss[loss=0.2223, simple_loss=0.3071, pruned_loss=0.06877, over 12354.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03007, over 58.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.06957, over 2475609.93 frames. utt_duration=497.8 frames, utt_pad_proportion=0.06692, over 19950.55 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2872, pruned_loss=0.06111, over 2469050.51 frames. utt_duration=1182 frames, utt_pad_proportion=0.07694, over 8364.92 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3054, pruned_loss=0.07084, over 2475743.71 frames. utt_duration=461.4 frames, utt_pad_proportion=0.066, over 21533.49 utterances.], batch size: 58, lr: 2.19e-04
2022-09-01 14:37:17,127 INFO [train.py:927] (3/8) Epoch 18, batch 26150, giga_loss[loss=0.2222, simple_loss=0.3097, pruned_loss=0.06739, over 12396.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02708, over 58.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3031, pruned_loss=0.06934, over 2474984.76 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06923, over 19659.03 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2865, pruned_loss=0.06067, over 2468455.53 frames. utt_duration=1190 frames, utt_pad_proportion=0.07526, over 8306.03 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3059, pruned_loss=0.071, over 2475790.35 frames. utt_duration=465.7 frames, utt_pad_proportion=0.0688, over 21334.58 utterances.], batch size: 58, lr: 2.19e-04
2022-09-01 14:39:00,359 INFO [train.py:927] (3/8) Epoch 18, batch 26200, giga_loss[loss=0.2289, simple_loss=0.3155, pruned_loss=0.07116, over 12338.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.0337, over 51.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3039, pruned_loss=0.07069, over 2475630.83 frames. utt_duration=495.7 frames, utt_pad_proportion=0.08023, over 20035.17 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2871, pruned_loss=0.06116, over 2468709.31 frames. utt_duration=1169 frames, utt_pad_proportion=0.08089, over 8456.08 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07195, over 2476336.61 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07688, over 21735.58 utterances.], batch size: 51, lr: 2.19e-04
2022-09-01 14:40:12,627 INFO [train.py:844] (3/8) libri reaches end of dataloader
2022-09-01 14:42:36,956 INFO [train.py:927] (3/8) Epoch 19, batch 50, giga_loss[loss=0.2059, simple_loss=0.2979, pruned_loss=0.0569, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.03013, over 66.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.3062, pruned_loss=0.06027, over 548612.61 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05958, over 4084.04 utterances.], libri_tot_loss[loss=0.1898, simple_loss=0.276, pruned_loss=0.05185, over 48984.13 frames. utt_duration=1532 frames, utt_pad_proportion=0.00704, over 127.98 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3089, pruned_loss=0.06104, over 509723.17 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06104, over 4006.81 utterances.], batch size: 66, lr: 2.15e-04
2022-09-01 14:44:20,908 INFO [train.py:927] (3/8) Epoch 19, batch 100, giga_loss[loss=0.2091, simple_loss=0.3029, pruned_loss=0.05766, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02703, over 91.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2827, pruned_loss=0.0517, over 975188.46 frames. utt_duration=543.7 frames, utt_pad_proportion=0.07079, over 7194.42 utterances.], libri_tot_loss[loss=0.1791, simple_loss=0.267, pruned_loss=0.04557, over 72998.79 frames. utt_duration=1550 frames, utt_pad_proportion=0.007083, over 188.54 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.284, pruned_loss=0.05221, over 929676.45 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07196, over 7127.53 utterances.], batch size: 91, lr: 2.15e-04
2022-09-01 14:46:00,520 INFO [train.py:927] (3/8) Epoch 19, batch 150, giga_loss[loss=0.1427, simple_loss=0.2313, pruned_loss=0.02708, over 12358.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02797, over 66.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2694, pruned_loss=0.04653, over 1307422.72 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06507, over 9688.95 utterances.], libri_tot_loss[loss=0.1842, simple_loss=0.2759, pruned_loss=0.04624, over 108738.98 frames. utt_duration=1516 frames, utt_pad_proportion=0.006667, over 287.20 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2692, pruned_loss=0.04667, over 1253899.57 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06633, over 9668.64 utterances.], batch size: 66, lr: 2.15e-04
2022-09-01 14:47:38,992 INFO [train.py:927] (3/8) Epoch 19, batch 200, giga_loss[loss=0.1447, simple_loss=0.2234, pruned_loss=0.03301, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02606, over 48.00 utterances.], tot_loss[loss=0.1745, simple_loss=0.2615, pruned_loss=0.0438, over 1565903.50 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06025, over 11103.69 utterances.], libri_tot_loss[loss=0.1842, simple_loss=0.2761, pruned_loss=0.04614, over 224090.01 frames. utt_duration=1443 frames, utt_pad_proportion=0.01361, over 621.79 utterances.], giga_tot_loss[loss=0.1738, simple_loss=0.2601, pruned_loss=0.04372, over 1475688.84 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06248, over 11242.45 utterances.], batch size: 48, lr: 2.15e-04
2022-09-01 14:47:44,814 INFO [utils.py:968] (3/8) Saving batch to lstm_transducer_stateless2/exp/batch-277582f0-93f5-0c2c-488e-44f94ecc6c7f.pt
2022-09-01 14:47:44,960 INFO [utils.py:974] (3/8) features shape: torch.Size([70, 727, 80])
2022-09-01 14:47:44,965 INFO [utils.py:978] (3/8) num tokens: 2878